warning: commands will be executed using /bin/sh
job 3019 at Tue Mar 25 21:32:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140318/YutaMouse20-140318/YutaMouse20-140318
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3286603 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1095534 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 57483 members 
Mstep: Class 3 contains 57646 members 
Mstep: Class 4 contains 57268 members 
Mstep: Class 5 contains 57650 members 
Mstep: Class 6 contains 57544 members 
Mstep: Class 7 contains 57802 members 
Mstep: Class 8 contains 57526 members 
Mstep: Class 9 contains 57647 members 
Mstep: Class 10 contains 57621 members 
Mstep: Class 11 contains 58050 members 
Mstep: Class 12 contains 57675 members 
Mstep: Class 13 contains 57792 members 
Mstep: Class 14 contains 57461 members 
Mstep: Class 15 contains 57414 members 
Mstep: Class 16 contains 58181 members 
Mstep: Class 17 contains 57540 members 
Mstep: Class 18 contains 57611 members 
Mstep: Class 19 contains 57731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 888.190491 but Gain 3448.875000
Score: -140460768.000000 Penalty: 62079.742188
Iteration 0F: 19 clusters Score -1.404608e+08 nChanged 1034069
Entering Unmasked Mstep 
Mstep: Class 0 contains 1871 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 102398 members 
Mstep: Class 4 contains 20244 members 
Mstep: Class 5 contains 120226 members 
Mstep: Class 6 contains 91339 members 
Mstep: Class 7 contains 24035 members 
Mstep: Class 8 contains 51348 members 
Mstep: Class 9 contains 25781 members 
Mstep: Class 10 contains 115850 members 
Mstep: Class 11 contains 88062 members 
Mstep: Class 12 contains 26875 members 
Mstep: Class 13 contains 23802 members 
Mstep: Class 14 contains 29443 members 
Mstep: Class 15 contains 53189 members 
Mstep: Class 16 contains 36340 members 
Mstep: Class 17 contains 110593 members 
Mstep: Class 18 contains 73022 members 
Mstep: Class 19 contains 66017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142609584.000000 Penalty: 62079.742188
Iteration 1F: 19 clusters Score -1.426096e+08 nChanged 345085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1714 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 110552 members 
Mstep: Class 4 contains 13733 members 
Mstep: Class 5 contains 119870 members 
Mstep: Class 6 contains 101164 members 
Mstep: Class 7 contains 16790 members 
Mstep: Class 8 contains 33870 members 
Mstep: Class 9 contains 14853 members 
Mstep: Class 10 contains 124939 members 
Mstep: Class 11 contains 93030 members 
Mstep: Class 12 contains 22141 members 
Mstep: Class 13 contains 15999 members 
Mstep: Class 14 contains 30004 members 
Mstep: Class 15 contains 57069 members 
Mstep: Class 16 contains 35776 members 
Mstep: Class 17 contains 149044 members 
Mstep: Class 18 contains 56448 members 
Mstep: Class 19 contains 71741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143140656.000000 Penalty: 62079.742188
Iteration 2F: 19 clusters Score -1.431407e+08 nChanged 269850
Entering Unmasked Mstep 
Mstep: Class 0 contains 704 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 127163 members 
Mstep: Class 4 contains 8888 members 
Mstep: Class 5 contains 113204 members 
Mstep: Class 6 contains 103699 members 
Mstep: Class 7 contains 11079 members 
Mstep: Class 8 contains 20710 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 10 contains 141820 members 
Mstep: Class 11 contains 93072 members 
Mstep: Class 12 contains 17844 members 
Mstep: Class 13 contains 10679 members 
Mstep: Class 14 contains 27573 members 
Mstep: Class 15 contains 57158 members 
Mstep: Class 16 contains 42888 members 
Mstep: Class 17 contains 176815 members 
Mstep: Class 18 contains 43762 members 
Mstep: Class 19 contains 70406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143514624.000000 Penalty: 62079.742188
Iteration 3F: 19 clusters Score -1.435146e+08 nChanged 218399
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 139964 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 110201 members 
Mstep: Class 6 contains 110729 members 
Mstep: Class 7 contains 6761 members 
Mstep: Class 8 contains 8349 members 
Mstep: Class 9 contains 4979 members 
Mstep: Class 10 contains 166419 members 
Mstep: Class 11 contains 88642 members 
Mstep: Class 12 contains 13813 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 23149 members 
Mstep: Class 15 contains 53415 members 
Mstep: Class 16 contains 47575 members 
Mstep: Class 17 contains 197682 members 
Mstep: Class 18 contains 35278 members 
Mstep: Class 19 contains 62608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2485.665039 but Gain 3448.875000
Score: -143734928.000000 Penalty: 58630.867188
Iteration 4F: 18 clusters Score -1.437349e+08 nChanged 176152
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 147543 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 111543 members 
Mstep: Class 6 contains 120986 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 10 contains 194215 members 
Mstep: Class 11 contains 81084 members 
Mstep: Class 12 contains 10722 members 
Mstep: Class 13 contains 4103 members 
Mstep: Class 14 contains 18998 members 
Mstep: Class 15 contains 47895 members 
Mstep: Class 16 contains 49250 members 
Mstep: Class 17 contains 208998 members 
Mstep: Class 18 contains 28389 members 
Mstep: Class 19 contains 50638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3013.438232 but Gain 3448.871094
Score: -143870896.000000 Penalty: 55181.996094
Iteration 5F: 17 clusters Score -1.438709e+08 nChanged 148942
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 153609 members 
Mstep: Class 5 contains 116768 members 
Mstep: Class 6 contains 130595 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 10 contains 223387 members 
Mstep: Class 11 contains 72946 members 
Mstep: Class 12 contains 8619 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 15929 members 
Mstep: Class 15 contains 42907 members 
Mstep: Class 16 contains 46768 members 
Mstep: Class 17 contains 207845 members 
Mstep: Class 18 contains 22876 members 
Mstep: Class 19 contains 38382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2746.780518 but Gain 3448.875000
Score: -143973440.000000 Penalty: 51733.121094
Iteration 6F: 16 clusters Score -1.439734e+08 nChanged 130686
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 159875 members 
Mstep: Class 5 contains 126709 members 
Mstep: Class 6 contains 137297 members 
Mstep: Class 7 contains 2110 members 
Mstep: Class 8 contains 3520 members 
Mstep: Class 10 contains 250437 members 
Mstep: Class 11 contains 66393 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 14 contains 13431 members 
Mstep: Class 15 contains 38311 members 
Mstep: Class 16 contains 44013 members 
Mstep: Class 17 contains 196151 members 
Mstep: Class 18 contains 18208 members 
Mstep: Class 19 contains 27832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2602.562500 but Gain 3448.875000
Score: -144054912.000000 Penalty: 48284.246094
Iteration 7F: 15 clusters Score -1.440549e+08 nChanged 110664
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 165895 members 
Mstep: Class 5 contains 138695 members 
Mstep: Class 6 contains 140015 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 10 contains 270919 members 
Mstep: Class 11 contains 62343 members 
Mstep: Class 12 contains 7049 members 
Mstep: Class 14 contains 11360 members 
Mstep: Class 15 contains 34794 members 
Mstep: Class 16 contains 42473 members 
Mstep: Class 17 contains 182172 members 
Mstep: Class 18 contains 14565 members 
Mstep: Class 19 contains 20041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2846.339844 but Gain 3448.875000
Score: -144111536.000000 Penalty: 44835.371094
Iteration 8F: 14 clusters Score -1.441115e+08 nChanged 86690
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 171340 members 
Mstep: Class 5 contains 149011 members 
Mstep: Class 6 contains 139977 members 
Mstep: Class 8 contains 3494 members 
Mstep: Class 10 contains 279064 members 
Mstep: Class 11 contains 60348 members 
Mstep: Class 12 contains 6928 members 
Mstep: Class 14 contains 9711 members 
Mstep: Class 15 contains 32388 members 
Mstep: Class 16 contains 42295 members 
Mstep: Class 17 contains 174470 members 
Mstep: Class 18 contains 11971 members 
Mstep: Class 19 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144145776.000000 Penalty: 44835.371094
Iteration 9F: 14 clusters Score -1.441458e+08 nChanged 66560
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 176613 members 
Mstep: Class 5 contains 158780 members 
Mstep: Class 6 contains 137545 members 
Mstep: Class 8 contains 3484 members 
Mstep: Class 10 contains 276660 members 
Mstep: Class 11 contains 58373 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 14 contains 8476 members 
Mstep: Class 15 contains 31210 members 
Mstep: Class 16 contains 43040 members 
Mstep: Class 17 contains 173259 members 
Mstep: Class 18 contains 10228 members 
Mstep: Class 19 contains 10689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144165232.000000 Penalty: 44835.371094
Iteration 10F: 14 clusters Score -1.441652e+08 nChanged 55019
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 182579 members 
Mstep: Class 5 contains 168986 members 
Mstep: Class 6 contains 133645 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 10 contains 267747 members 
Mstep: Class 11 contains 56653 members 
Mstep: Class 12 contains 7538 members 
Mstep: Class 14 contains 7749 members 
Mstep: Class 15 contains 31190 members 
Mstep: Class 16 contains 44316 members 
Mstep: Class 17 contains 174388 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 8188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144180112.000000 Penalty: 44835.371094
Iteration 11F: 14 clusters Score -1.441801e+08 nChanged 49072
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 189354 members 
Mstep: Class 5 contains 180059 members 
Mstep: Class 6 contains 128797 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 10 contains 255262 members 
Mstep: Class 11 contains 54987 members 
Mstep: Class 12 contains 7983 members 
Mstep: Class 14 contains 7332 members 
Mstep: Class 15 contains 32247 members 
Mstep: Class 16 contains 45725 members 
Mstep: Class 17 contains 175593 members 
Mstep: Class 18 contains 8123 members 
Mstep: Class 19 contains 6565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144192592.000000 Penalty: 44835.371094
Iteration 12Q: 14 clusters Score -1.441926e+08 nChanged 46767
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 196469 members 
Mstep: Class 5 contains 192366 members 
Mstep: Class 6 contains 123079 members 
Mstep: Class 8 contains 3477 members 
Mstep: Class 10 contains 241147 members 
Mstep: Class 11 contains 53070 members 
Mstep: Class 12 contains 8605 members 
Mstep: Class 14 contains 7063 members 
Mstep: Class 15 contains 34131 members 
Mstep: Class 16 contains 47081 members 
Mstep: Class 17 contains 176223 members 
Mstep: Class 18 contains 7358 members 
Mstep: Class 19 contains 5439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144202496.000000 Penalty: 44835.371094
Iteration 13Q: 14 clusters Score -1.442025e+08 nChanged 45372
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 202981 members 
Mstep: Class 5 contains 204962 members 
Mstep: Class 6 contains 116829 members 
Mstep: Class 8 contains 3468 members 
Mstep: Class 10 contains 226851 members 
Mstep: Class 11 contains 50942 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 14 contains 6846 members 
Mstep: Class 15 contains 36559 members 
Mstep: Class 16 contains 48394 members 
Mstep: Class 17 contains 177096 members 
Mstep: Class 18 contains 6678 members 
Mstep: Class 19 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144210720.000000 Penalty: 44835.371094
Iteration 14Q: 14 clusters Score -1.442107e+08 nChanged 43569
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 208428 members 
Mstep: Class 5 contains 217791 members 
Mstep: Class 6 contains 110496 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 10 contains 212788 members 
Mstep: Class 11 contains 48724 members 
Mstep: Class 12 contains 9964 members 
Mstep: Class 14 contains 6702 members 
Mstep: Class 15 contains 39234 members 
Mstep: Class 16 contains 49693 members 
Mstep: Class 17 contains 178054 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144216096.000000 Penalty: 44835.371094
Iteration 15Q: 14 clusters Score -1.442161e+08 nChanged 41553
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 212210 members 
Mstep: Class 5 contains 230331 members 
Mstep: Class 6 contains 104232 members 
Mstep: Class 8 contains 3457 members 
Mstep: Class 10 contains 199760 members 
Mstep: Class 11 contains 46556 members 
Mstep: Class 12 contains 10583 members 
Mstep: Class 14 contains 6692 members 
Mstep: Class 15 contains 42157 members 
Mstep: Class 16 contains 50904 members 
Mstep: Class 17 contains 179338 members 
Mstep: Class 18 contains 5745 members 
Mstep: Class 19 contains 3543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144220480.000000 Penalty: 44835.371094
Iteration 16Q: 14 clusters Score -1.442205e+08 nChanged 38958
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 214592 members 
Mstep: Class 5 contains 241520 members 
Mstep: Class 6 contains 98189 members 
Mstep: Class 8 contains 3454 members 
Mstep: Class 10 contains 188437 members 
Mstep: Class 11 contains 44547 members 
Mstep: Class 12 contains 11152 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 45193 members 
Mstep: Class 16 contains 52073 members 
Mstep: Class 17 contains 180985 members 
Mstep: Class 18 contains 5421 members 
Mstep: Class 19 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144222224.000000 Penalty: 44835.371094
Iteration 17Q: 14 clusters Score -1.442222e+08 nChanged 35165
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 215584 members 
Mstep: Class 5 contains 250203 members 
Mstep: Class 6 contains 92737 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 10 contains 179699 members 
Mstep: Class 11 contains 42880 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 14 contains 6913 members 
Mstep: Class 15 contains 48164 members 
Mstep: Class 16 contains 53094 members 
Mstep: Class 17 contains 183079 members 
Mstep: Class 18 contains 5213 members 
Mstep: Class 19 contains 2869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144221520.000000 Penalty: 44835.371094
Iteration 18Q: 14 clusters Score -1.442215e+08 nChanged 31342
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 215853 members 
Mstep: Class 5 contains 255526 members 
Mstep: Class 6 contains 87877 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 10 contains 173575 members 
Mstep: Class 11 contains 41394 members 
Mstep: Class 12 contains 11997 members 
Mstep: Class 14 contains 7120 members 
Mstep: Class 15 contains 51146 members 
Mstep: Class 16 contains 54024 members 
Mstep: Class 17 contains 185844 members 
Mstep: Class 18 contains 5089 members 
Mstep: Class 19 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144221104.000000 Penalty: 44835.371094
Iteration 19Q: 14 clusters Score -1.442211e+08 nChanged 27189
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 216052 members 
Mstep: Class 5 contains 257912 members 
Mstep: Class 6 contains 83798 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 10 contains 169457 members 
Mstep: Class 11 contains 40121 members 
Mstep: Class 12 contains 12267 members 
Mstep: Class 14 contains 7366 members 
Mstep: Class 15 contains 54219 members 
Mstep: Class 16 contains 54753 members 
Mstep: Class 17 contains 188706 members 
Mstep: Class 18 contains 4993 members 
Mstep: Class 19 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144220656.000000 Penalty: 44835.371094
Iteration 20F: 14 clusters Score -1.442207e+08 nChanged 24324
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 216388 members 
Mstep: Class 5 contains 258185 members 
Mstep: Class 6 contains 80309 members 
Mstep: Class 8 contains 3449 members 
Mstep: Class 10 contains 166768 members 
Mstep: Class 11 contains 39023 members 
Mstep: Class 12 contains 12470 members 
Mstep: Class 14 contains 7642 members 
Mstep: Class 15 contains 57245 members 
Mstep: Class 16 contains 55260 members 
Mstep: Class 17 contains 191604 members 
Mstep: Class 18 contains 4940 members 
Mstep: Class 19 contains 2225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3389.944824 but Gain 3448.875000
Score: -144220464.000000 Penalty: 41386.496094
Iteration 21Q: 13 clusters Score -1.442205e+08 nChanged 23630
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 217413 members 
Mstep: Class 5 contains 256745 members 
Mstep: Class 6 contains 77403 members 
Mstep: Class 8 contains 3439 members 
Mstep: Class 10 contains 165719 members 
Mstep: Class 11 contains 38437 members 
Mstep: Class 12 contains 12570 members 
Mstep: Class 14 contains 8022 members 
Mstep: Class 15 contains 60212 members 
Mstep: Class 16 contains 55578 members 
Mstep: Class 17 contains 194915 members 
Mstep: Class 18 contains 5055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144224432.000000 Penalty: 41386.496094
Iteration 22Q: 13 clusters Score -1.442244e+08 nChanged 19824
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 217877 members 
Mstep: Class 5 contains 253810 members 
Mstep: Class 6 contains 74950 members 
Mstep: Class 8 contains 3435 members 
Mstep: Class 10 contains 165527 members 
Mstep: Class 11 contains 37623 members 
Mstep: Class 12 contains 12594 members 
Mstep: Class 14 contains 8284 members 
Mstep: Class 15 contains 63148 members 
Mstep: Class 16 contains 55728 members 
Mstep: Class 17 contains 197476 members 
Mstep: Class 18 contains 5056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144226096.000000 Penalty: 41386.496094
Iteration 23Q: 13 clusters Score -1.442261e+08 nChanged 17964
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 218382 members 
Mstep: Class 5 contains 249983 members 
Mstep: Class 6 contains 72938 members 
Mstep: Class 8 contains 3436 members 
Mstep: Class 10 contains 166372 members 
Mstep: Class 11 contains 36885 members 
Mstep: Class 12 contains 12572 members 
Mstep: Class 14 contains 8565 members 
Mstep: Class 15 contains 66054 members 
Mstep: Class 16 contains 55793 members 
Mstep: Class 17 contains 199474 members 
Mstep: Class 18 contains 5054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144227664.000000 Penalty: 41386.496094
Iteration 24Q: 13 clusters Score -1.442277e+08 nChanged 16907
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 219135 members 
Mstep: Class 5 contains 245881 members 
Mstep: Class 6 contains 71216 members 
Mstep: Class 8 contains 3430 members 
Mstep: Class 10 contains 167797 members 
Mstep: Class 11 contains 36184 members 
Mstep: Class 12 contains 12542 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 68942 members 
Mstep: Class 16 contains 55728 members 
Mstep: Class 17 contains 200772 members 
Mstep: Class 18 contains 5065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144230496.000000 Penalty: 41386.496094
Iteration 25Q: 13 clusters Score -1.442305e+08 nChanged 16443
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 219932 members 
Mstep: Class 5 contains 241588 members 
Mstep: Class 6 contains 69700 members 
Mstep: Class 8 contains 3428 members 
Mstep: Class 10 contains 169673 members 
Mstep: Class 11 contains 35554 members 
Mstep: Class 12 contains 12477 members 
Mstep: Class 14 contains 9032 members 
Mstep: Class 15 contains 71868 members 
Mstep: Class 16 contains 55554 members 
Mstep: Class 17 contains 201612 members 
Mstep: Class 18 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144232464.000000 Penalty: 41386.496094
Iteration 26Q: 13 clusters Score -1.442325e+08 nChanged 15849
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 220918 members 
Mstep: Class 5 contains 237612 members 
Mstep: Class 6 contains 68332 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 10 contains 171670 members 
Mstep: Class 11 contains 34919 members 
Mstep: Class 12 contains 12377 members 
Mstep: Class 14 contains 9245 members 
Mstep: Class 15 contains 74767 members 
Mstep: Class 16 contains 55351 members 
Mstep: Class 17 contains 201758 members 
Mstep: Class 18 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144234752.000000 Penalty: 41386.496094
Iteration 27Q: 13 clusters Score -1.442348e+08 nChanged 15483
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 222041 members 
Mstep: Class 5 contains 234000 members 
Mstep: Class 6 contains 67069 members 
Mstep: Class 8 contains 3413 members 
Mstep: Class 10 contains 173833 members 
Mstep: Class 11 contains 34267 members 
Mstep: Class 12 contains 12251 members 
Mstep: Class 14 contains 9454 members 
Mstep: Class 15 contains 77557 members 
Mstep: Class 16 contains 55142 members 
Mstep: Class 17 contains 201267 members 
Mstep: Class 18 contains 5214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144236464.000000 Penalty: 41386.496094
Iteration 28Q: 13 clusters Score -1.442365e+08 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 223167 members 
Mstep: Class 5 contains 230583 members 
Mstep: Class 6 contains 65911 members 
Mstep: Class 8 contains 3407 members 
Mstep: Class 10 contains 176132 members 
Mstep: Class 11 contains 33593 members 
Mstep: Class 12 contains 12121 members 
Mstep: Class 14 contains 9679 members 
Mstep: Class 15 contains 80347 members 
Mstep: Class 16 contains 54938 members 
Mstep: Class 17 contains 200346 members 
Mstep: Class 18 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144239600.000000 Penalty: 41386.496094
Iteration 29Q: 13 clusters Score -1.442396e+08 nChanged 15778
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 224302 members 
Mstep: Class 5 contains 227442 members 
Mstep: Class 6 contains 64819 members 
Mstep: Class 8 contains 3397 members 
Mstep: Class 10 contains 178513 members 
Mstep: Class 11 contains 33000 members 
Mstep: Class 12 contains 12015 members 
Mstep: Class 14 contains 9877 members 
Mstep: Class 15 contains 83137 members 
Mstep: Class 16 contains 54762 members 
Mstep: Class 17 contains 198885 members 
Mstep: Class 18 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144242480.000000 Penalty: 41386.496094
Iteration 30Q: 13 clusters Score -1.442425e+08 nChanged 15720
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 225294 members 
Mstep: Class 5 contains 224634 members 
Mstep: Class 6 contains 63754 members 
Mstep: Class 8 contains 3394 members 
Mstep: Class 10 contains 180901 members 
Mstep: Class 11 contains 32463 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 85924 members 
Mstep: Class 16 contains 54610 members 
Mstep: Class 17 contains 197061 members 
Mstep: Class 18 contains 5452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144245984.000000 Penalty: 41386.496094
Iteration 31Q: 13 clusters Score -1.44246e+08 nChanged 15392
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 226226 members 
Mstep: Class 5 contains 222304 members 
Mstep: Class 6 contains 62682 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 10 contains 183099 members 
Mstep: Class 11 contains 31939 members 
Mstep: Class 12 contains 11828 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 88731 members 
Mstep: Class 16 contains 54509 members 
Mstep: Class 17 contains 194954 members 
Mstep: Class 18 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144248976.000000 Penalty: 41386.496094
Iteration 32Q: 13 clusters Score -1.44249e+08 nChanged 15068
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 227180 members 
Mstep: Class 5 contains 220236 members 
Mstep: Class 6 contains 61585 members 
Mstep: Class 8 contains 3394 members 
Mstep: Class 10 contains 184999 members 
Mstep: Class 11 contains 31465 members 
Mstep: Class 12 contains 11745 members 
Mstep: Class 14 contains 10574 members 
Mstep: Class 15 contains 91522 members 
Mstep: Class 16 contains 54412 members 
Mstep: Class 17 contains 192827 members 
Mstep: Class 18 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144252752.000000 Penalty: 41386.496094
Iteration 33Q: 13 clusters Score -1.442528e+08 nChanged 14805
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 228158 members 
Mstep: Class 5 contains 218450 members 
Mstep: Class 6 contains 60442 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 10 contains 186579 members 
Mstep: Class 11 contains 31064 members 
Mstep: Class 12 contains 11676 members 
Mstep: Class 14 contains 10827 members 
Mstep: Class 15 contains 94354 members 
Mstep: Class 16 contains 54319 members 
Mstep: Class 17 contains 190625 members 
Mstep: Class 18 contains 5621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144256176.000000 Penalty: 41386.496094
Iteration 34Q: 13 clusters Score -1.442562e+08 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 229143 members 
Mstep: Class 5 contains 216923 members 
Mstep: Class 6 contains 59205 members 
Mstep: Class 8 contains 3392 members 
Mstep: Class 10 contains 188014 members 
Mstep: Class 11 contains 30734 members 
Mstep: Class 12 contains 11663 members 
Mstep: Class 14 contains 11055 members 
Mstep: Class 15 contains 96969 members 
Mstep: Class 16 contains 54266 members 
Mstep: Class 17 contains 188490 members 
Mstep: Class 18 contains 5654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144259024.000000 Penalty: 41386.496094
Iteration 35Q: 13 clusters Score -1.44259e+08 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 230052 members 
Mstep: Class 5 contains 215735 members 
Mstep: Class 6 contains 57864 members 
Mstep: Class 8 contains 3391 members 
Mstep: Class 10 contains 189305 members 
Mstep: Class 11 contains 30420 members 
Mstep: Class 12 contains 11649 members 
Mstep: Class 14 contains 11294 members 
Mstep: Class 15 contains 99391 members 
Mstep: Class 16 contains 54259 members 
Mstep: Class 17 contains 186452 members 
Mstep: Class 18 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144261344.000000 Penalty: 41386.496094
Iteration 36Q: 13 clusters Score -1.442613e+08 nChanged 13355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 230833 members 
Mstep: Class 5 contains 214841 members 
Mstep: Class 6 contains 56504 members 
Mstep: Class 8 contains 3391 members 
Mstep: Class 10 contains 190326 members 
Mstep: Class 11 contains 30099 members 
Mstep: Class 12 contains 11660 members 
Mstep: Class 14 contains 11552 members 
Mstep: Class 15 contains 101750 members 
Mstep: Class 16 contains 54278 members 
Mstep: Class 17 contains 184532 members 
Mstep: Class 18 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144264704.000000 Penalty: 41386.496094
Iteration 37Q: 13 clusters Score -1.442647e+08 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 231477 members 
Mstep: Class 5 contains 214460 members 
Mstep: Class 6 contains 54906 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 10 contains 191043 members 
Mstep: Class 11 contains 29817 members 
Mstep: Class 12 contains 11672 members 
Mstep: Class 14 contains 11834 members 
Mstep: Class 15 contains 104037 members 
Mstep: Class 16 contains 54276 members 
Mstep: Class 17 contains 182816 members 
Mstep: Class 18 contains 5777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144266944.000000 Penalty: 41386.496094
Iteration 38Q: 13 clusters Score -1.442669e+08 nChanged 12300
Entering ConstructFrom: 
Score: -144266944.000000 Penalty: 41386.496094
Entering ConstructFrom: 
Trying to split cluster 2 (232082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232082 members 
Entering Unmasked Estep 
Score: -31036550.000000 Penalty: 3064.001709
	Iteration 0F: 2 clusters Score -3.103655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116007 members 
Mstep: Class 2 contains 116075 members 
Entering Unmasked Estep 
Score: -30899866.000000 Penalty: 6128.003418
	Iteration 0F: 3 clusters Score -3.089987e+07 nChanged 111885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118810 members 
Mstep: Class 2 contains 113272 members 
Entering Unmasked Estep 
Score: -30967252.000000 Penalty: 6128.003418
	Iteration 1F: 3 clusters Score -3.096725e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121003 members 
Mstep: Class 2 contains 111079 members 
Entering Unmasked Estep 
Score: -30971292.000000 Penalty: 6128.003418
	Iteration 2Q: 3 clusters Score -3.097129e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123399 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -30976694.000000 Penalty: 6128.003418
	Iteration 3Q: 3 clusters Score -3.097669e+07 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126116 members 
Mstep: Class 2 contains 105966 members 
Entering Unmasked Estep 
Score: -30983156.000000 Penalty: 6128.003418
	Iteration 4F: 3 clusters Score -3.098316e+07 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128904 members 
Mstep: Class 2 contains 103178 members 
Entering Unmasked Estep 
Score: -30989854.000000 Penalty: 6128.003418
	Iteration 5F: 3 clusters Score -3.098985e+07 nChanged 13419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131619 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -30996374.000000 Penalty: 6128.003418
	Iteration 6F: 3 clusters Score -3.099637e+07 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134232 members 
Mstep: Class 2 contains 97850 members 
Entering Unmasked Estep 
Score: -31003394.000000 Penalty: 6128.003418
	Iteration 7F: 3 clusters Score -3.100339e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136524 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -31009204.000000 Penalty: 6128.003418
	Iteration 8Q: 3 clusters Score -3.10092e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138534 members 
Mstep: Class 2 contains 93548 members 
Entering Unmasked Estep 
Score: -31014992.000000 Penalty: 6128.003418
	Iteration 9Q: 3 clusters Score -3.101499e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139886 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -31019772.000000 Penalty: 6128.003418
	Iteration 10Q: 3 clusters Score -3.101977e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140766 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -31023314.000000 Penalty: 6128.003418
	Iteration 11Q: 3 clusters Score -3.102331e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141337 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -31025718.000000 Penalty: 6128.003418
	Iteration 12Q: 3 clusters Score -3.102572e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141892 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -31027230.000000 Penalty: 6128.003418
	Iteration 13Q: 3 clusters Score -3.102723e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142268 members 
Mstep: Class 2 contains 89814 members 
Entering Unmasked Estep 
Score: -31028632.000000 Penalty: 6128.003418
	Iteration 14Q: 3 clusters Score -3.102863e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -31029916.000000 Penalty: 6128.003418
	Iteration 15Q: 3 clusters Score -3.102992e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142701 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -31030870.000000 Penalty: 6128.003418
	Iteration 16Q: 3 clusters Score -3.103087e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142787 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -31032098.000000 Penalty: 6128.003418
	Iteration 17Q: 3 clusters Score -3.10321e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -31033266.000000 Penalty: 6128.003418
	Iteration 18Q: 3 clusters Score -3.103327e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142746 members 
Mstep: Class 2 contains 89336 members 
Entering Unmasked Estep 
Score: -31034506.000000 Penalty: 6128.003418
	Iteration 19Q: 3 clusters Score -3.103451e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142656 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -31035598.000000 Penalty: 6128.003418
	Iteration 20F: 3 clusters Score -3.10356e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142524 members 
Mstep: Class 2 contains 89558 members 
Entering Unmasked Estep 
Score: -31036410.000000 Penalty: 6128.003418
	Iteration 21Q: 3 clusters Score -3.103641e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142315 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -31037264.000000 Penalty: 6128.003418
	Iteration 22Q: 3 clusters Score -3.103726e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142071 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -31037658.000000 Penalty: 6128.003418
	Iteration 23Q: 3 clusters Score -3.103766e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141832 members 
Mstep: Class 2 contains 90250 members 
Entering Unmasked Estep 
Score: -31037962.000000 Penalty: 6128.003418
	Iteration 24Q: 3 clusters Score -3.103796e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
Score: -31038394.000000 Penalty: 6128.003418
	Iteration 25Q: 3 clusters Score -3.103839e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141261 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -31038840.000000 Penalty: 6128.003418
	Iteration 26Q: 3 clusters Score -3.103884e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141027 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -31038932.000000 Penalty: 6128.003418
	Iteration 27Q: 3 clusters Score -3.103893e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140776 members 
Mstep: Class 2 contains 91306 members 
Entering Unmasked Estep 
Score: -31039072.000000 Penalty: 6128.003418
	Iteration 28Q: 3 clusters Score -3.103907e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140562 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -31039128.000000 Penalty: 6128.003418
	Iteration 29Q: 3 clusters Score -3.103913e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140348 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -31039154.000000 Penalty: 6128.003418
	Iteration 30Q: 3 clusters Score -3.103915e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140133 members 
Mstep: Class 2 contains 91949 members 
Entering Unmasked Estep 
Score: -31039192.000000 Penalty: 6128.003418
	Iteration 31Q: 3 clusters Score -3.103919e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139959 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -31039208.000000 Penalty: 6128.003418
	Iteration 32Q: 3 clusters Score -3.103921e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139825 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -31039294.000000 Penalty: 6128.003418
	Iteration 33Q: 3 clusters Score -3.103929e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139736 members 
Mstep: Class 2 contains 92346 members 
Entering Unmasked Estep 
Score: -31039314.000000 Penalty: 6128.003418
	Iteration 34Q: 3 clusters Score -3.103931e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139637 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -31039338.000000 Penalty: 6128.003418
	Iteration 35Q: 3 clusters Score -3.103934e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139576 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -31039394.000000 Penalty: 6128.003418
	Iteration 36Q: 3 clusters Score -3.103939e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139510 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -31039362.000000 Penalty: 6128.003418
	Iteration 37Q: 3 clusters Score -3.103936e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139452 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -31039376.000000 Penalty: 6128.003418
	Iteration 38Q: 3 clusters Score -3.103938e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139428 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -31039414.000000 Penalty: 6128.003418
	Iteration 39Q: 3 clusters Score -3.103941e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139418 members 
Mstep: Class 2 contains 92664 members 
Entering Unmasked Estep 
Score: -31039400.000000 Penalty: 6128.003418
	Iteration 40F: 3 clusters Score -3.10394e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139403 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -31039410.000000 Penalty: 6128.003418
	Iteration 41Q: 3 clusters Score -3.103941e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139400 members 
Mstep: Class 2 contains 92682 members 
Entering Unmasked Estep 
Score: -31039420.000000 Penalty: 6128.003418
	Iteration 42Q: 3 clusters Score -3.103942e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139407 members 
Mstep: Class 2 contains 92675 members 
Entering Unmasked Estep 
Score: -31039452.000000 Penalty: 6128.003418
	Iteration 43Q: 3 clusters Score -3.103945e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139403 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -31039448.000000 Penalty: 6128.003418
	Iteration 44Q: 3 clusters Score -3.103945e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139387 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -31039438.000000 Penalty: 6128.003418
	Iteration 45Q: 3 clusters Score -3.103944e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139372 members 
Mstep: Class 2 contains 92710 members 
Entering Unmasked Estep 
Score: -31039448.000000 Penalty: 6128.003418
	Iteration 46Q: 3 clusters Score -3.103945e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139358 members 
Mstep: Class 2 contains 92724 members 
Entering Unmasked Estep 
Score: -31039452.000000 Penalty: 6128.003418
	Iteration 47Q: 3 clusters Score -3.103945e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139343 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -31039454.000000 Penalty: 6128.003418
	Iteration 48Q: 3 clusters Score -3.103945e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139324 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -31039470.000000 Penalty: 6128.003418
	Iteration 49Q: 3 clusters Score -3.103947e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139320 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -31039452.000000 Penalty: 6128.003418
	Iteration 50Q: 3 clusters Score -3.103945e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139321 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -31039466.000000 Penalty: 6128.003418
	Iteration 51Q: 3 clusters Score -3.103947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139317 members 
Mstep: Class 2 contains 92765 members 
Entering Unmasked Estep 
Score: -31039464.000000 Penalty: 6128.003418
	Iteration 52Q: 3 clusters Score -3.103946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139318 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -31039458.000000 Penalty: 6128.003418
	Iteration 53Q: 3 clusters Score -3.103946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139316 members 
Mstep: Class 2 contains 92766 members 
Entering Unmasked Estep 
Score: -31039444.000000 Penalty: 6128.003418
	Iteration 54Q: 3 clusters Score -3.103944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139312 members 
Mstep: Class 2 contains 92770 members 
Entering Unmasked Estep 
Score: -31039456.000000 Penalty: 6128.003418
	Iteration 55Q: 3 clusters Score -3.103946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139309 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -31039458.000000 Penalty: 6128.003418
	Iteration 56Q: 3 clusters Score -3.103946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 92776 members 
Entering Unmasked Estep 
Score: -31039438.000000 Penalty: 6128.003418
	Iteration 57Q: 3 clusters Score -3.103944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139309 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -31039442.000000 Penalty: 6128.003418
	Iteration 58Q: 3 clusters Score -3.103944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139316 members 
Mstep: Class 2 contains 92766 members 
Entering Unmasked Estep 
Score: -31039460.000000 Penalty: 6128.003418
	Iteration 59Q: 3 clusters Score -3.103946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139315 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -31039464.000000 Penalty: 6128.003418
	Iteration 60F: 3 clusters Score -3.103946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139315 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -31039474.000000 Penalty: 6128.003418
	Iteration 61Q: 3 clusters Score -3.103947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139314 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -31039480.000000 Penalty: 6128.003418
	Iteration 62Q: 3 clusters Score -3.103948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139316 members 
Mstep: Class 2 contains 92766 members 
Entering Unmasked Estep 
Score: -31039470.000000 Penalty: 6128.003418
	Iteration 63Q: 3 clusters Score -3.103947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139315 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -31039464.000000 Penalty: 6128.003418
	Iteration 64Q: 3 clusters Score -3.103946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139315 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -31039454.000000 Penalty: 6128.003418
	Iteration 65Q: 3 clusters Score -3.103945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139314 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -31039464.000000 Penalty: 6128.003418
	Iteration 66Q: 3 clusters Score -3.103946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139315 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -31039462.000000 Penalty: 6128.003418
	Iteration 67Q: 3 clusters Score -3.103946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139312 members 
Mstep: Class 2 contains 92770 members 
Entering Unmasked Estep 
Score: -31039474.000000 Penalty: 6128.003418
	Iteration 68Q: 3 clusters Score -3.103947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139309 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -31039482.000000 Penalty: 6128.003418
	Iteration 69Q: 3 clusters Score -3.103948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139307 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -31039488.000000 Penalty: 6128.003418
	Iteration 70Q: 3 clusters Score -3.103949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139305 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -31039482.000000 Penalty: 6128.003418
	Iteration 71Q: 3 clusters Score -3.103948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 92776 members 
Entering Unmasked Estep 
Score: -31039464.000000 Penalty: 6128.003418
	Iteration 72Q: 3 clusters Score -3.103946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 92776 members 
Entering Unmasked Estep 
Score: -31039464.000000 Penalty: 6128.003418
	Iteration 73F: 3 clusters Score -3.103946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 92776 members 
Mstep: Class 2 contains 139306 members 
Mstep: Class 5 contains 214394 members 
Mstep: Class 6 contains 53102 members 
Mstep: Class 8 contains 3396 members 
Mstep: Class 10 contains 191482 members 
Mstep: Class 11 contains 29558 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 14 contains 12135 members 
Mstep: Class 15 contains 106232 members 
Mstep: Class 16 contains 54323 members 
Mstep: Class 17 contains 181321 members 
Mstep: Class 18 contains 5791 members 
Entering Unmasked Estep 
Score: -144271216.000000 Penalty: 44835.371094
Splitting cluster 2 changes total score from -144266944.000000 to -144271216.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (214394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214394 members 
Entering Unmasked Estep 
Score: -28690206.000000 Penalty: 3044.341553
	Iteration 0F: 2 clusters Score -2.869021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107125 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -28556872.000000 Penalty: 6088.683105
	Iteration 0F: 3 clusters Score -2.855687e+07 nChanged 103270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105369 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -28618134.000000 Penalty: 6088.683105
	Iteration 1F: 3 clusters Score -2.861813e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Mstep: Class 2 contains 110324 members 
Entering Unmasked Estep 
Score: -28619138.000000 Penalty: 6088.683105
	Iteration 2Q: 3 clusters Score -2.861914e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102122 members 
Mstep: Class 2 contains 112272 members 
Entering Unmasked Estep 
Score: -28620344.000000 Penalty: 6088.683105
	Iteration 3Q: 3 clusters Score -2.862034e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99200 members 
Mstep: Class 2 contains 115194 members 
Entering Unmasked Estep 
Score: -28622452.000000 Penalty: 6088.683105
	Iteration 4Q: 3 clusters Score -2.862245e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 119708 members 
Entering Unmasked Estep 
Score: -28625840.000000 Penalty: 6088.683105
	Iteration 5Q: 3 clusters Score -2.862584e+07 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
Score: -28631578.000000 Penalty: 6088.683105
	Iteration 6Q: 3 clusters Score -2.863158e+07 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 135014 members 
Entering Unmasked Estep 
Score: -28640434.000000 Penalty: 6088.683105
	Iteration 7F: 3 clusters Score -2.864043e+07 nChanged 15171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 144957 members 
Entering Unmasked Estep 
Score: -28652452.000000 Penalty: 6088.683105
	Iteration 8F: 3 clusters Score -2.865245e+07 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 154084 members 
Entering Unmasked Estep 
Score: -28664444.000000 Penalty: 6088.683105
	Iteration 9F: 3 clusters Score -2.866444e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 160551 members 
Entering Unmasked Estep 
Score: -28672730.000000 Penalty: 6088.683105
	Iteration 10F: 3 clusters Score -2.867273e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 165843 members 
Entering Unmasked Estep 
Score: -28676710.000000 Penalty: 6088.683105
	Iteration 11Q: 3 clusters Score -2.867671e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 170833 members 
Entering Unmasked Estep 
Score: -28679104.000000 Penalty: 6088.683105
	Iteration 12Q: 3 clusters Score -2.86791e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 175847 members 
Entering Unmasked Estep 
Score: -28681038.000000 Penalty: 6088.683105
	Iteration 13Q: 3 clusters Score -2.868104e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 180691 members 
Entering Unmasked Estep 
Score: -28682954.000000 Penalty: 6088.683105
	Iteration 14Q: 3 clusters Score -2.868295e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 185225 members 
Entering Unmasked Estep 
Score: -28684468.000000 Penalty: 6088.683105
	Iteration 15Q: 3 clusters Score -2.868447e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 189396 members 
Entering Unmasked Estep 
Score: -28685582.000000 Penalty: 6088.683105
	Iteration 16Q: 3 clusters Score -2.868558e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 193068 members 
Entering Unmasked Estep 
Score: -28686530.000000 Penalty: 6088.683105
	Iteration 17Q: 3 clusters Score -2.868653e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 196199 members 
Entering Unmasked Estep 
Score: -28687300.000000 Penalty: 6088.683105
	Iteration 18Q: 3 clusters Score -2.86873e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 198742 members 
Entering Unmasked Estep 
Score: -28687558.000000 Penalty: 6088.683105
	Iteration 19Q: 3 clusters Score -2.868756e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 200895 members 
Entering Unmasked Estep 
Score: -28687808.000000 Penalty: 6088.683105
	Iteration 20F: 3 clusters Score -2.868781e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 202645 members 
Entering Unmasked Estep 
Score: -28687854.000000 Penalty: 6088.683105
	Iteration 21Q: 3 clusters Score -2.868785e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 204071 members 
Entering Unmasked Estep 
Score: -28688014.000000 Penalty: 6088.683105
	Iteration 22Q: 3 clusters Score -2.868801e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 205285 members 
Entering Unmasked Estep 
Score: -28688084.000000 Penalty: 6088.683105
	Iteration 23Q: 3 clusters Score -2.868808e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 206314 members 
Entering Unmasked Estep 
Score: -28688228.000000 Penalty: 6088.683105
	Iteration 24Q: 3 clusters Score -2.868823e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 207153 members 
Entering Unmasked Estep 
Score: -28688312.000000 Penalty: 6088.683105
	Iteration 25Q: 3 clusters Score -2.868831e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 207817 members 
Entering Unmasked Estep 
Score: -28688362.000000 Penalty: 6088.683105
	Iteration 26Q: 3 clusters Score -2.868836e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 208360 members 
Entering Unmasked Estep 
Score: -28688354.000000 Penalty: 6088.683105
	Iteration 27Q: 3 clusters Score -2.868835e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 208840 members 
Entering Unmasked Estep 
Score: -28688336.000000 Penalty: 6088.683105
	Iteration 28Q: 3 clusters Score -2.868834e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 209248 members 
Entering Unmasked Estep 
Score: -28688310.000000 Penalty: 6088.683105
	Iteration 29Q: 3 clusters Score -2.868831e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 209592 members 
Entering Unmasked Estep 
Score: -28688284.000000 Penalty: 6088.683105
	Iteration 30Q: 3 clusters Score -2.868828e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 209887 members 
Entering Unmasked Estep 
Score: -28688274.000000 Penalty: 6088.683105
	Iteration 31Q: 3 clusters Score -2.868827e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 210132 members 
Entering Unmasked Estep 
Score: -28688304.000000 Penalty: 6088.683105
	Iteration 32Q: 3 clusters Score -2.86883e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 210359 members 
Entering Unmasked Estep 
Score: -28688302.000000 Penalty: 6088.683105
	Iteration 33Q: 3 clusters Score -2.86883e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 210573 members 
Entering Unmasked Estep 
Score: -28688276.000000 Penalty: 6088.683105
	Iteration 34Q: 3 clusters Score -2.868828e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 210769 members 
Entering Unmasked Estep 
Score: -28688316.000000 Penalty: 6088.683105
	Iteration 35Q: 3 clusters Score -2.868832e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 210933 members 
Entering Unmasked Estep 
Score: -28688314.000000 Penalty: 6088.683105
	Iteration 36Q: 3 clusters Score -2.868831e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 211086 members 
Entering Unmasked Estep 
Score: -28688268.000000 Penalty: 6088.683105
	Iteration 37Q: 3 clusters Score -2.868827e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 211236 members 
Entering Unmasked Estep 
Score: -28688256.000000 Penalty: 6088.683105
	Iteration 38Q: 3 clusters Score -2.868826e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 211365 members 
Entering Unmasked Estep 
Score: -28688274.000000 Penalty: 6088.683105
	Iteration 39Q: 3 clusters Score -2.868827e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 211483 members 
Entering Unmasked Estep 
Score: -28688272.000000 Penalty: 6088.683105
	Iteration 40F: 3 clusters Score -2.868827e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 211586 members 
Entering Unmasked Estep 
Score: -28688262.000000 Penalty: 6088.683105
	Iteration 41Q: 3 clusters Score -2.868826e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 211662 members 
Entering Unmasked Estep 
Score: -28688308.000000 Penalty: 6088.683105
	Iteration 42Q: 3 clusters Score -2.868831e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 211744 members 
Entering Unmasked Estep 
Score: -28688244.000000 Penalty: 6088.683105
	Iteration 43Q: 3 clusters Score -2.868824e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 211835 members 
Entering Unmasked Estep 
Score: -28688248.000000 Penalty: 6088.683105
	Iteration 44Q: 3 clusters Score -2.868825e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 211905 members 
Entering Unmasked Estep 
Score: -28688244.000000 Penalty: 6088.683105
	Iteration 45Q: 3 clusters Score -2.868824e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 211985 members 
Entering Unmasked Estep 
Score: -28688268.000000 Penalty: 6088.683105
	Iteration 46Q: 3 clusters Score -2.868827e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 212068 members 
Entering Unmasked Estep 
Score: -28688272.000000 Penalty: 6088.683105
	Iteration 47Q: 3 clusters Score -2.868827e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 212140 members 
Entering Unmasked Estep 
Score: -28688228.000000 Penalty: 6088.683105
	Iteration 48Q: 3 clusters Score -2.868823e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 212190 members 
Entering Unmasked Estep 
Score: -28688270.000000 Penalty: 6088.683105
	Iteration 49Q: 3 clusters Score -2.868827e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 212255 members 
Entering Unmasked Estep 
Score: -28688270.000000 Penalty: 6088.683105
	Iteration 50Q: 3 clusters Score -2.868827e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 212306 members 
Entering Unmasked Estep 
Score: -28688250.000000 Penalty: 6088.683105
	Iteration 51Q: 3 clusters Score -2.868825e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 212349 members 
Entering Unmasked Estep 
Score: -28688256.000000 Penalty: 6088.683105
	Iteration 52Q: 3 clusters Score -2.868826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 212384 members 
Entering Unmasked Estep 
Score: -28688258.000000 Penalty: 6088.683105
	Iteration 53Q: 3 clusters Score -2.868826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 212410 members 
Entering Unmasked Estep 
Score: -28688238.000000 Penalty: 6088.683105
	Iteration 54Q: 3 clusters Score -2.868824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 212438 members 
Entering Unmasked Estep 
Score: -28688250.000000 Penalty: 6088.683105
	Iteration 55Q: 3 clusters Score -2.868825e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 212466 members 
Entering Unmasked Estep 
Score: -28688246.000000 Penalty: 6088.683105
	Iteration 56Q: 3 clusters Score -2.868825e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 212497 members 
Entering Unmasked Estep 
Score: -28688274.000000 Penalty: 6088.683105
	Iteration 57Q: 3 clusters Score -2.868827e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 212522 members 
Entering Unmasked Estep 
Score: -28688286.000000 Penalty: 6088.683105
	Iteration 58Q: 3 clusters Score -2.868829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 212547 members 
Entering Unmasked Estep 
Score: -28688276.000000 Penalty: 6088.683105
	Iteration 59Q: 3 clusters Score -2.868828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 212576 members 
Entering Unmasked Estep 
Score: -28688318.000000 Penalty: 6088.683105
	Iteration 60F: 3 clusters Score -2.868832e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 212598 members 
Entering Unmasked Estep 
Score: -28688298.000000 Penalty: 6088.683105
	Iteration 61Q: 3 clusters Score -2.86883e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 212628 members 
Entering Unmasked Estep 
Score: -28688312.000000 Penalty: 6088.683105
	Iteration 62Q: 3 clusters Score -2.868831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 212655 members 
Entering Unmasked Estep 
Score: -28688288.000000 Penalty: 6088.683105
	Iteration 63Q: 3 clusters Score -2.868829e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 212680 members 
Entering Unmasked Estep 
Score: -28688288.000000 Penalty: 6088.683105
	Iteration 64Q: 3 clusters Score -2.868829e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 212708 members 
Entering Unmasked Estep 
Score: -28688268.000000 Penalty: 6088.683105
	Iteration 65Q: 3 clusters Score -2.868827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 212735 members 
Entering Unmasked Estep 
Score: -28688264.000000 Penalty: 6088.683105
	Iteration 66Q: 3 clusters Score -2.868826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 212759 members 
Entering Unmasked Estep 
Score: -28688262.000000 Penalty: 6088.683105
	Iteration 67Q: 3 clusters Score -2.868826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 212771 members 
Entering Unmasked Estep 
Score: -28688272.000000 Penalty: 6088.683105
	Iteration 68Q: 3 clusters Score -2.868827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 212784 members 
Entering Unmasked Estep 
Score: -28688256.000000 Penalty: 6088.683105
	Iteration 69Q: 3 clusters Score -2.868826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 212794 members 
Entering Unmasked Estep 
Score: -28688240.000000 Penalty: 6088.683105
	Iteration 70Q: 3 clusters Score -2.868824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 212802 members 
Entering Unmasked Estep 
Score: -28688242.000000 Penalty: 6088.683105
	Iteration 71Q: 3 clusters Score -2.868824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 212808 members 
Entering Unmasked Estep 
Score: -28688256.000000 Penalty: 6088.683105
	Iteration 72Q: 3 clusters Score -2.868826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 212812 members 
Entering Unmasked Estep 
Score: -28688258.000000 Penalty: 6088.683105
	Iteration 73Q: 3 clusters Score -2.868826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 212819 members 
Entering Unmasked Estep 
Score: -28688284.000000 Penalty: 6088.683105
	Iteration 74Q: 3 clusters Score -2.868828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 212824 members 
Entering Unmasked Estep 
Score: -28688268.000000 Penalty: 6088.683105
	Iteration 75Q: 3 clusters Score -2.868827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 212824 members 
Entering Unmasked Estep 
Score: -28688276.000000 Penalty: 6088.683105
	Iteration 76Q: 3 clusters Score -2.868828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 212826 members 
Entering Unmasked Estep 
Score: -28688268.000000 Penalty: 6088.683105
	Iteration 77Q: 3 clusters Score -2.868827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 212829 members 
Entering Unmasked Estep 
Score: -28688268.000000 Penalty: 6088.683105
	Iteration 78Q: 3 clusters Score -2.868827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 212831 members 
Entering Unmasked Estep 
Score: -28688270.000000 Penalty: 6088.683105
	Iteration 79Q: 3 clusters Score -2.868827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 212833 members 
Entering Unmasked Estep 
Score: -28688262.000000 Penalty: 6088.683105
	Iteration 80F: 3 clusters Score -2.868826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 212834 members 
Entering Unmasked Estep 
Score: -28688258.000000 Penalty: 6088.683105
	Iteration 81Q: 3 clusters Score -2.868826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 212833 members 
Entering Unmasked Estep 
Score: -28688264.000000 Penalty: 6088.683105
	Iteration 82Q: 3 clusters Score -2.868826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 212833 members 
Entering Unmasked Estep 
Score: -28688264.000000 Penalty: 6088.683105
	Iteration 83F: 3 clusters Score -2.868826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Entering Unmasked Estep 
Score: -6985107.500000 Penalty: 2698.232422
	Iteration 0F: 2 clusters Score -6985108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -6949536.000000 Penalty: 5396.464844
	Iteration 0F: 3 clusters Score -6949536 nChanged 24658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -6963983.000000 Penalty: 5396.464844
	Iteration 1F: 3 clusters Score -6963983 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -6965700.500000 Penalty: 5396.464844
	Iteration 2F: 3 clusters Score -6965700 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -6969806.000000 Penalty: 5396.464844
	Iteration 3F: 3 clusters Score -6969806 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -6977453.500000 Penalty: 5396.464844
	Iteration 4F: 3 clusters Score -6977454 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -6986564.000000 Penalty: 5396.464844
	Iteration 5F: 3 clusters Score -6986564 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -6993609.500000 Penalty: 5396.464844
	Iteration 6F: 3 clusters Score -6993610 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -6996850.000000 Penalty: 5396.464844
	Iteration 7F: 3 clusters Score -6996850 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -6998088.000000 Penalty: 5396.464844
	Iteration 8Q: 3 clusters Score -6998088 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -6998649.500000 Penalty: 5396.464844
	Iteration 9Q: 3 clusters Score -6998650 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -6998945.000000 Penalty: 5396.464844
	Iteration 10Q: 3 clusters Score -6998945 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -6999083.000000 Penalty: 5396.464844
	Iteration 11Q: 3 clusters Score -6999083 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -6999200.000000 Penalty: 5396.464844
	Iteration 12Q: 3 clusters Score -6999200 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6999284.000000 Penalty: 5396.464844
	Iteration 13Q: 3 clusters Score -6999284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6999336.500000 Penalty: 5396.464844
	Iteration 14Q: 3 clusters Score -6999336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6999389.000000 Penalty: 5396.464844
	Iteration 15Q: 3 clusters Score -6999389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -6999410.500000 Penalty: 5396.464844
	Iteration 16Q: 3 clusters Score -6999410 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6999459.000000 Penalty: 5396.464844
	Iteration 17Q: 3 clusters Score -6999459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6999465.000000 Penalty: 5396.464844
	Iteration 18Q: 3 clusters Score -6999465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6999484.000000 Penalty: 5396.464844
	Iteration 19Q: 3 clusters Score -6999484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6999491.500000 Penalty: 5396.464844
	Iteration 20F: 3 clusters Score -6999492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -6999476.500000 Penalty: 5396.464844
	Iteration 21Q: 3 clusters Score -6999476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6999502.000000 Penalty: 5396.464844
	Iteration 22Q: 3 clusters Score -6999502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6999499.500000 Penalty: 5396.464844
	Iteration 23Q: 3 clusters Score -6999500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6999484.500000 Penalty: 5396.464844
	Iteration 24Q: 3 clusters Score -6999484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6999496.000000 Penalty: 5396.464844
	Iteration 25Q: 3 clusters Score -6999496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6999496.500000 Penalty: 5396.464844
	Iteration 26Q: 3 clusters Score -6999496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6999500.500000 Penalty: 5396.464844
	Iteration 27Q: 3 clusters Score -6999500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6999495.500000 Penalty: 5396.464844
	Iteration 28Q: 3 clusters Score -6999496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6999495.000000 Penalty: 5396.464844
	Iteration 29Q: 3 clusters Score -6999495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -6999501.000000 Penalty: 5396.464844
	Iteration 30Q: 3 clusters Score -6999501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -6999506.000000 Penalty: 5396.464844
	Iteration 31Q: 3 clusters Score -6999506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6999506.000000 Penalty: 5396.464844
	Iteration 32Q: 3 clusters Score -6999506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6999505.500000 Penalty: 5396.464844
	Iteration 33Q: 3 clusters Score -6999506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6999510.000000 Penalty: 5396.464844
	Iteration 34Q: 3 clusters Score -6999510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6999514.500000 Penalty: 5396.464844
	Iteration 35Q: 3 clusters Score -6999514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6999514.500000 Penalty: 5396.464844
	Iteration 36F: 3 clusters Score -6999514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 92776 members 
Mstep: Class 2 contains 139306 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 5 contains 214394 members 
Mstep: Class 6 contains 50226 members 
Mstep: Class 8 contains 3396 members 
Mstep: Class 10 contains 191482 members 
Mstep: Class 11 contains 29558 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 14 contains 12135 members 
Mstep: Class 15 contains 106232 members 
Mstep: Class 16 contains 54323 members 
Mstep: Class 17 contains 181321 members 
Mstep: Class 18 contains 5791 members 
Entering Unmasked Estep 
Score: -144285376.000000 Penalty: 48284.246094
Splitting cluster 6 changes total score from -144266944.000000 to -144285376.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -392615.718750 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -392615.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -389506.906250 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -389506.9 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -391974.531250 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -391974.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -393135.843750 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -393135.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -394433.156250 Penalty: 4032.655518
	Iteration 3F: 3 clusters Score -394433.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -396106.593750 Penalty: 4032.655518
	Iteration 4F: 3 clusters Score -396106.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -397461.281250 Penalty: 4032.655518
	Iteration 5F: 3 clusters Score -397461.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -398143.812500 Penalty: 4032.655518
	Iteration 6Q: 3 clusters Score -398143.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -398548.093750 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -398548.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -398753.812500 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -398753.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -398800.312500 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -398800.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -398805.718750 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -398805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -398810.093750 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -398810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -398816.187500 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -398816.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -398822.562500 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -398822.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -398828.156250 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -398828.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -398833.812500 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -398833.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -398838.156250 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -398838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -398843.968750 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -398844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -398853.281250 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -398853.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -398859.937500 Penalty: 4032.655518
	Iteration 19Q: 3 clusters Score -398859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -398865.937500 Penalty: 4032.655518
	Iteration 20F: 3 clusters Score -398865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -398870.781250 Penalty: 4032.655518
	Iteration 21Q: 3 clusters Score -398870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -398875.843750 Penalty: 4032.655518
	Iteration 22Q: 3 clusters Score -398875.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -398880.906250 Penalty: 4032.655518
	Iteration 23Q: 3 clusters Score -398880.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -398882.781250 Penalty: 4032.655518
	Iteration 24Q: 3 clusters Score -398882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -398882.312500 Penalty: 4032.655518
	Iteration 25Q: 3 clusters Score -398882.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -398882.312500 Penalty: 4032.655518
	Iteration 26F: 3 clusters Score -398882.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 92776 members 
Mstep: Class 2 contains 139306 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 214394 members 
Mstep: Class 6 contains 50226 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 10 contains 191482 members 
Mstep: Class 11 contains 29558 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 14 contains 12135 members 
Mstep: Class 15 contains 106232 members 
Mstep: Class 16 contains 54323 members 
Mstep: Class 17 contains 181321 members 
Mstep: Class 18 contains 5791 members 
Entering Unmasked Estep 
Score: -144290176.000000 Penalty: 51733.121094
Splitting cluster 8 changes total score from -144266944.000000 to -144290176.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 10 (191482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191482 members 
Entering Unmasked Estep 
Score: -25672032.000000 Penalty: 3016.312256
	Iteration 0F: 2 clusters Score -2.567203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 96135 members 
Entering Unmasked Estep 
Score: -25548052.000000 Penalty: 6032.624512
	Iteration 0F: 3 clusters Score -2.554805e+07 nChanged 92230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -25602978.000000 Penalty: 6032.624512
	Iteration 1F: 3 clusters Score -2.560298e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 106696 members 
Entering Unmasked Estep 
Score: -25605090.000000 Penalty: 6032.624512
	Iteration 2Q: 3 clusters Score -2.560509e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 113127 members 
Entering Unmasked Estep 
Score: -25608226.000000 Penalty: 6032.624512
	Iteration 3Q: 3 clusters Score -2.560823e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 122687 members 
Entering Unmasked Estep 
Score: -25613728.000000 Penalty: 6032.624512
	Iteration 4F: 3 clusters Score -2.561373e+07 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -25623348.000000 Penalty: 6032.624512
	Iteration 5F: 3 clusters Score -2.562335e+07 nChanged 16257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 152145 members 
Entering Unmasked Estep 
Score: -25637178.000000 Penalty: 6032.624512
	Iteration 6F: 3 clusters Score -2.563718e+07 nChanged 16285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 168356 members 
Entering Unmasked Estep 
Score: -25652232.000000 Penalty: 6032.624512
	Iteration 7F: 3 clusters Score -2.565223e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 180493 members 
Entering Unmasked Estep 
Score: -25662360.000000 Penalty: 6032.624512
	Iteration 8F: 3 clusters Score -2.566236e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 186887 members 
Entering Unmasked Estep 
Score: -25667034.000000 Penalty: 6032.624512
	Iteration 9Q: 3 clusters Score -2.566703e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 189334 members 
Entering Unmasked Estep 
Score: -25668586.000000 Penalty: 6032.624512
	Iteration 10Q: 3 clusters Score -2.566859e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 190249 members 
Entering Unmasked Estep 
Score: -25669158.000000 Penalty: 6032.624512
	Iteration 11Q: 3 clusters Score -2.566916e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 190594 members 
Entering Unmasked Estep 
Score: -25669358.000000 Penalty: 6032.624512
	Iteration 12Q: 3 clusters Score -2.566936e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 190734 members 
Entering Unmasked Estep 
Score: -25669514.000000 Penalty: 6032.624512
	Iteration 13Q: 3 clusters Score -2.566951e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 190810 members 
Entering Unmasked Estep 
Score: -25669548.000000 Penalty: 6032.624512
	Iteration 14Q: 3 clusters Score -2.566955e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 190857 members 
Entering Unmasked Estep 
Score: -25669586.000000 Penalty: 6032.624512
	Iteration 15Q: 3 clusters Score -2.566959e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 190878 members 
Entering Unmasked Estep 
Score: -25669604.000000 Penalty: 6032.624512
	Iteration 16Q: 3 clusters Score -2.56696e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 190894 members 
Entering Unmasked Estep 
Score: -25669600.000000 Penalty: 6032.624512
	Iteration 17Q: 3 clusters Score -2.56696e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 190901 members 
Entering Unmasked Estep 
Score: -25669628.000000 Penalty: 6032.624512
	Iteration 18Q: 3 clusters Score -2.566963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 190905 members 
Entering Unmasked Estep 
Score: -25669628.000000 Penalty: 6032.624512
	Iteration 19Q: 3 clusters Score -2.566963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 190902 members 
Entering Unmasked Estep 
Score: -25669648.000000 Penalty: 6032.624512
	Iteration 20F: 3 clusters Score -2.566965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 190908 members 
Entering Unmasked Estep 
Score: -25669680.000000 Penalty: 6032.624512
	Iteration 21Q: 3 clusters Score -2.566968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 190912 members 
Entering Unmasked Estep 
Score: -25669718.000000 Penalty: 6032.624512
	Iteration 22Q: 3 clusters Score -2.566972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 190913 members 
Entering Unmasked Estep 
Score: -25669690.000000 Penalty: 6032.624512
	Iteration 23Q: 3 clusters Score -2.566969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 190913 members 
Entering Unmasked Estep 
Score: -25669700.000000 Penalty: 6032.624512
	Iteration 24Q: 3 clusters Score -2.56697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 190914 members 
Entering Unmasked Estep 
Score: -25669706.000000 Penalty: 6032.624512
	Iteration 25Q: 3 clusters Score -2.566971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 190915 members 
Entering Unmasked Estep 
Score: -25669704.000000 Penalty: 6032.624512
	Iteration 26Q: 3 clusters Score -2.56697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 190917 members 
Entering Unmasked Estep 
Score: -25669726.000000 Penalty: 6032.624512
	Iteration 27Q: 3 clusters Score -2.566973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 190923 members 
Entering Unmasked Estep 
Score: -25669730.000000 Penalty: 6032.624512
	Iteration 28Q: 3 clusters Score -2.566973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 190926 members 
Entering Unmasked Estep 
Score: -25669726.000000 Penalty: 6032.624512
	Iteration 29Q: 3 clusters Score -2.566973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 190924 members 
Entering Unmasked Estep 
Score: -25669742.000000 Penalty: 6032.624512
	Iteration 30Q: 3 clusters Score -2.566974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 190924 members 
Entering Unmasked Estep 
Score: -25669750.000000 Penalty: 6032.624512
	Iteration 31Q: 3 clusters Score -2.566975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 190924 members 
Entering Unmasked Estep 
Score: -25669742.000000 Penalty: 6032.624512
	Iteration 32Q: 3 clusters Score -2.566974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 190926 members 
Entering Unmasked Estep 
Score: -25669732.000000 Penalty: 6032.624512
	Iteration 33Q: 3 clusters Score -2.566973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 190928 members 
Entering Unmasked Estep 
Score: -25669734.000000 Penalty: 6032.624512
	Iteration 34Q: 3 clusters Score -2.566973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 190930 members 
Entering Unmasked Estep 
Score: -25669734.000000 Penalty: 6032.624512
	Iteration 35Q: 3 clusters Score -2.566973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 190930 members 
Entering Unmasked Estep 
Score: -25669734.000000 Penalty: 6032.624512
	Iteration 36F: 3 clusters Score -2.566973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Entering Unmasked Estep 
Score: -4011905.250000 Penalty: 2552.939209
	Iteration 0F: 2 clusters Score -4011905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3991682.750000 Penalty: 5105.878418
	Iteration 0F: 3 clusters Score -3991683 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3999593.750000 Penalty: 5105.878418
	Iteration 1F: 3 clusters Score -3999594 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -4001207.750000 Penalty: 5105.878418
	Iteration 2F: 3 clusters Score -4001208 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -4003316.000000 Penalty: 5105.878418
	Iteration 3F: 3 clusters Score -4003316 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -4005638.250000 Penalty: 5105.878418
	Iteration 4F: 3 clusters Score -4005638 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -4007680.250000 Penalty: 5105.878418
	Iteration 5F: 3 clusters Score -4007680 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -4009114.500000 Penalty: 5105.878418
	Iteration 6F: 3 clusters Score -4009114 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -4010071.000000 Penalty: 5105.878418
	Iteration 7Q: 3 clusters Score -4010071 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4010656.500000 Penalty: 5105.878418
	Iteration 8Q: 3 clusters Score -4010656 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -4011023.750000 Penalty: 5105.878418
	Iteration 9Q: 3 clusters Score -4011024 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -4011263.750000 Penalty: 5105.878418
	Iteration 10Q: 3 clusters Score -4011264 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -4011449.000000 Penalty: 5105.878418
	Iteration 11Q: 3 clusters Score -4011449 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -4011557.750000 Penalty: 5105.878418
	Iteration 12Q: 3 clusters Score -4011558 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4011659.750000 Penalty: 5105.878418
	Iteration 13Q: 3 clusters Score -4011660 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -4011726.750000 Penalty: 5105.878418
	Iteration 14Q: 3 clusters Score -4011727 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -4011780.750000 Penalty: 5105.878418
	Iteration 15Q: 3 clusters Score -4011781 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -4011806.000000 Penalty: 5105.878418
	Iteration 16Q: 3 clusters Score -4011806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -4011822.250000 Penalty: 5105.878418
	Iteration 17Q: 3 clusters Score -4011822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -4011831.500000 Penalty: 5105.878418
	Iteration 18Q: 3 clusters Score -4011832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -4011840.750000 Penalty: 5105.878418
	Iteration 19Q: 3 clusters Score -4011841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4011844.250000 Penalty: 5105.878418
	Iteration 20F: 3 clusters Score -4011844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -4011843.500000 Penalty: 5105.878418
	Iteration 21Q: 3 clusters Score -4011844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4011840.500000 Penalty: 5105.878418
	Iteration 22Q: 3 clusters Score -4011840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -4011833.750000 Penalty: 5105.878418
	Iteration 23Q: 3 clusters Score -4011834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -4011839.250000 Penalty: 5105.878418
	Iteration 24Q: 3 clusters Score -4011839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4011837.250000 Penalty: 5105.878418
	Iteration 25Q: 3 clusters Score -4011837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -4011835.750000 Penalty: 5105.878418
	Iteration 26Q: 3 clusters Score -4011836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4011840.000000 Penalty: 5105.878418
	Iteration 27Q: 3 clusters Score -4011840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -4011841.500000 Penalty: 5105.878418
	Iteration 28Q: 3 clusters Score -4011842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4011844.250000 Penalty: 5105.878418
	Iteration 29Q: 3 clusters Score -4011844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -4011844.750000 Penalty: 5105.878418
	Iteration 30Q: 3 clusters Score -4011845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4011845.750000 Penalty: 5105.878418
	Iteration 31Q: 3 clusters Score -4011846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -4011846.750000 Penalty: 5105.878418
	Iteration 32Q: 3 clusters Score -4011847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4011848.750000 Penalty: 5105.878418
	Iteration 33Q: 3 clusters Score -4011849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -4011845.500000 Penalty: 5105.878418
	Iteration 34Q: 3 clusters Score -4011846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -4011845.500000 Penalty: 5105.878418
	Iteration 35F: 3 clusters Score -4011846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Entering Unmasked Estep 
Score: -1588558.625000 Penalty: 2322.931641
	Iteration 0F: 2 clusters Score -1588559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1579772.500000 Penalty: 4645.863281
	Iteration 0F: 3 clusters Score -1579772 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1582468.625000 Penalty: 4645.863281
	Iteration 1F: 3 clusters Score -1582469 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1582905.625000 Penalty: 4645.863281
	Iteration 2F: 3 clusters Score -1582906 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1583258.000000 Penalty: 4645.863281
	Iteration 3F: 3 clusters Score -1583258 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1583558.000000 Penalty: 4645.863281
	Iteration 4Q: 3 clusters Score -1583558 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1583816.750000 Penalty: 4645.863281
	Iteration 5Q: 3 clusters Score -1583817 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1584044.875000 Penalty: 4645.863281
	Iteration 6Q: 3 clusters Score -1584045 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1584337.500000 Penalty: 4645.863281
	Iteration 7Q: 3 clusters Score -1584338 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1584662.125000 Penalty: 4645.863281
	Iteration 8Q: 3 clusters Score -1584662 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1585052.125000 Penalty: 4645.863281
	Iteration 9Q: 3 clusters Score -1585052 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1585480.750000 Penalty: 4645.863281
	Iteration 10Q: 3 clusters Score -1585481 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1585862.750000 Penalty: 4645.863281
	Iteration 11Q: 3 clusters Score -1585863 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1586085.125000 Penalty: 4645.863281
	Iteration 12Q: 3 clusters Score -1586085 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1586204.375000 Penalty: 4645.863281
	Iteration 13Q: 3 clusters Score -1586204 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1586285.000000 Penalty: 4645.863281
	Iteration 14Q: 3 clusters Score -1586285 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1586340.000000 Penalty: 4645.863281
	Iteration 15Q: 3 clusters Score -1586340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1586377.875000 Penalty: 4645.863281
	Iteration 16Q: 3 clusters Score -1586378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1586401.875000 Penalty: 4645.863281
	Iteration 17Q: 3 clusters Score -1586402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1586421.625000 Penalty: 4645.863281
	Iteration 18Q: 3 clusters Score -1586422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1586437.125000 Penalty: 4645.863281
	Iteration 19Q: 3 clusters Score -1586437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1586449.125000 Penalty: 4645.863281
	Iteration 20F: 3 clusters Score -1586449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1586463.125000 Penalty: 4645.863281
	Iteration 21Q: 3 clusters Score -1586463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1586476.000000 Penalty: 4645.863281
	Iteration 22Q: 3 clusters Score -1586476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1586488.875000 Penalty: 4645.863281
	Iteration 23Q: 3 clusters Score -1586489 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1586500.125000 Penalty: 4645.863281
	Iteration 24Q: 3 clusters Score -1586500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1586511.625000 Penalty: 4645.863281
	Iteration 25Q: 3 clusters Score -1586512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1586524.375000 Penalty: 4645.863281
	Iteration 26Q: 3 clusters Score -1586524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1586532.500000 Penalty: 4645.863281
	Iteration 27Q: 3 clusters Score -1586532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1586539.750000 Penalty: 4645.863281
	Iteration 28Q: 3 clusters Score -1586540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1586542.750000 Penalty: 4645.863281
	Iteration 29Q: 3 clusters Score -1586543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1586545.875000 Penalty: 4645.863281
	Iteration 30Q: 3 clusters Score -1586546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1586551.250000 Penalty: 4645.863281
	Iteration 31Q: 3 clusters Score -1586551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1586551.750000 Penalty: 4645.863281
	Iteration 32Q: 3 clusters Score -1586552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1586552.750000 Penalty: 4645.863281
	Iteration 33Q: 3 clusters Score -1586553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1586559.375000 Penalty: 4645.863281
	Iteration 34Q: 3 clusters Score -1586559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1586562.750000 Penalty: 4645.863281
	Iteration 35Q: 3 clusters Score -1586563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1586565.750000 Penalty: 4645.863281
	Iteration 36Q: 3 clusters Score -1586566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1586567.000000 Penalty: 4645.863281
	Iteration 37Q: 3 clusters Score -1586567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1586574.750000 Penalty: 4645.863281
	Iteration 38Q: 3 clusters Score -1586575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1586576.750000 Penalty: 4645.863281
	Iteration 39Q: 3 clusters Score -1586577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1586576.625000 Penalty: 4645.863281
	Iteration 40F: 3 clusters Score -1586577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1586580.250000 Penalty: 4645.863281
	Iteration 41Q: 3 clusters Score -1586580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1586581.000000 Penalty: 4645.863281
	Iteration 42Q: 3 clusters Score -1586581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1586580.000000 Penalty: 4645.863281
	Iteration 43Q: 3 clusters Score -1586580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1586580.000000 Penalty: 4645.863281
	Iteration 44F: 3 clusters Score -1586580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Entering Unmasked Estep 
Score: -1666979.875000 Penalty: 2332.154541
	Iteration 0F: 2 clusters Score -1666980 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 6130 members 
Entering Unmasked Estep 
Score: -1657871.125000 Penalty: 4664.309082
	Iteration 0F: 3 clusters Score -1657871 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1660574.750000 Penalty: 4664.309082
	Iteration 1F: 3 clusters Score -1660575 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1660893.000000 Penalty: 4664.309082
	Iteration 2F: 3 clusters Score -1660893 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1661107.875000 Penalty: 4664.309082
	Iteration 3Q: 3 clusters Score -1661108 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1661258.625000 Penalty: 4664.309082
	Iteration 4Q: 3 clusters Score -1661259 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1661367.000000 Penalty: 4664.309082
	Iteration 5Q: 3 clusters Score -1661367 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1661447.125000 Penalty: 4664.309082
	Iteration 6Q: 3 clusters Score -1661447 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1661514.125000 Penalty: 4664.309082
	Iteration 7Q: 3 clusters Score -1661514 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1661580.500000 Penalty: 4664.309082
	Iteration 8Q: 3 clusters Score -1661580 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1661640.875000 Penalty: 4664.309082
	Iteration 9Q: 3 clusters Score -1661641 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1661702.125000 Penalty: 4664.309082
	Iteration 10Q: 3 clusters Score -1661702 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1661779.625000 Penalty: 4664.309082
	Iteration 11Q: 3 clusters Score -1661780 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1661855.250000 Penalty: 4664.309082
	Iteration 12Q: 3 clusters Score -1661855 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1661935.625000 Penalty: 4664.309082
	Iteration 13Q: 3 clusters Score -1661936 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1662017.875000 Penalty: 4664.309082
	Iteration 14Q: 3 clusters Score -1662018 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1662109.750000 Penalty: 4664.309082
	Iteration 15Q: 3 clusters Score -1662110 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1662184.250000 Penalty: 4664.309082
	Iteration 16Q: 3 clusters Score -1662184 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1662252.000000 Penalty: 4664.309082
	Iteration 17Q: 3 clusters Score -1662252 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1662332.000000 Penalty: 4664.309082
	Iteration 18Q: 3 clusters Score -1662332 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1662419.875000 Penalty: 4664.309082
	Iteration 19Q: 3 clusters Score -1662420 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1662521.750000 Penalty: 4664.309082
	Iteration 20F: 3 clusters Score -1662522 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1662627.625000 Penalty: 4664.309082
	Iteration 21Q: 3 clusters Score -1662628 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1662770.250000 Penalty: 4664.309082
	Iteration 22Q: 3 clusters Score -1662770 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1662907.625000 Penalty: 4664.309082
	Iteration 23Q: 3 clusters Score -1662908 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1663036.625000 Penalty: 4664.309082
	Iteration 24Q: 3 clusters Score -1663037 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1663156.875000 Penalty: 4664.309082
	Iteration 25Q: 3 clusters Score -1663157 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1663276.250000 Penalty: 4664.309082
	Iteration 26Q: 3 clusters Score -1663276 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1663379.000000 Penalty: 4664.309082
	Iteration 27Q: 3 clusters Score -1663379 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1663468.250000 Penalty: 4664.309082
	Iteration 28Q: 3 clusters Score -1663468 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1663564.875000 Penalty: 4664.309082
	Iteration 29Q: 3 clusters Score -1663565 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1663643.250000 Penalty: 4664.309082
	Iteration 30Q: 3 clusters Score -1663643 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1663736.750000 Penalty: 4664.309082
	Iteration 31Q: 3 clusters Score -1663737 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1663832.250000 Penalty: 4664.309082
	Iteration 32Q: 3 clusters Score -1663832 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1663929.500000 Penalty: 4664.309082
	Iteration 33Q: 3 clusters Score -1663930 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1664001.875000 Penalty: 4664.309082
	Iteration 34Q: 3 clusters Score -1664002 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1664063.750000 Penalty: 4664.309082
	Iteration 35Q: 3 clusters Score -1664064 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1664121.875000 Penalty: 4664.309082
	Iteration 36Q: 3 clusters Score -1664122 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1664171.625000 Penalty: 4664.309082
	Iteration 37Q: 3 clusters Score -1664172 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1664222.625000 Penalty: 4664.309082
	Iteration 38Q: 3 clusters Score -1664223 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1664263.375000 Penalty: 4664.309082
	Iteration 39Q: 3 clusters Score -1664263 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1664294.625000 Penalty: 4664.309082
	Iteration 40F: 3 clusters Score -1664295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1664320.000000 Penalty: 4664.309082
	Iteration 41Q: 3 clusters Score -1664320 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1664372.125000 Penalty: 4664.309082
	Iteration 42Q: 3 clusters Score -1664372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1664412.250000 Penalty: 4664.309082
	Iteration 43Q: 3 clusters Score -1664412 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1664464.000000 Penalty: 4664.309082
	Iteration 44Q: 3 clusters Score -1664464 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1664508.125000 Penalty: 4664.309082
	Iteration 45Q: 3 clusters Score -1664508 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1664565.500000 Penalty: 4664.309082
	Iteration 46Q: 3 clusters Score -1664566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1664610.125000 Penalty: 4664.309082
	Iteration 47Q: 3 clusters Score -1664610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1664652.500000 Penalty: 4664.309082
	Iteration 48Q: 3 clusters Score -1664652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1664686.250000 Penalty: 4664.309082
	Iteration 49Q: 3 clusters Score -1664686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1664716.875000 Penalty: 4664.309082
	Iteration 50Q: 3 clusters Score -1664717 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1664753.500000 Penalty: 4664.309082
	Iteration 51Q: 3 clusters Score -1664754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1664781.625000 Penalty: 4664.309082
	Iteration 52Q: 3 clusters Score -1664782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1664806.500000 Penalty: 4664.309082
	Iteration 53Q: 3 clusters Score -1664806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1664825.125000 Penalty: 4664.309082
	Iteration 54Q: 3 clusters Score -1664825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1664839.375000 Penalty: 4664.309082
	Iteration 55Q: 3 clusters Score -1664839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1664849.500000 Penalty: 4664.309082
	Iteration 56Q: 3 clusters Score -1664850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1664857.875000 Penalty: 4664.309082
	Iteration 57Q: 3 clusters Score -1664858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1664868.375000 Penalty: 4664.309082
	Iteration 58Q: 3 clusters Score -1664868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1664882.250000 Penalty: 4664.309082
	Iteration 59Q: 3 clusters Score -1664882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1664886.500000 Penalty: 4664.309082
	Iteration 60F: 3 clusters Score -1664886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1664894.750000 Penalty: 4664.309082
	Iteration 61Q: 3 clusters Score -1664895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1664907.125000 Penalty: 4664.309082
	Iteration 62Q: 3 clusters Score -1664907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1664919.000000 Penalty: 4664.309082
	Iteration 63Q: 3 clusters Score -1664919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1664927.375000 Penalty: 4664.309082
	Iteration 64Q: 3 clusters Score -1664927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1664929.750000 Penalty: 4664.309082
	Iteration 65Q: 3 clusters Score -1664930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1664931.125000 Penalty: 4664.309082
	Iteration 66Q: 3 clusters Score -1664931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1664932.875000 Penalty: 4664.309082
	Iteration 67Q: 3 clusters Score -1664933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1664935.250000 Penalty: 4664.309082
	Iteration 68Q: 3 clusters Score -1664935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1664937.500000 Penalty: 4664.309082
	Iteration 69Q: 3 clusters Score -1664938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1664939.625000 Penalty: 4664.309082
	Iteration 70Q: 3 clusters Score -1664940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1664940.375000 Penalty: 4664.309082
	Iteration 71Q: 3 clusters Score -1664940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1664942.375000 Penalty: 4664.309082
	Iteration 72Q: 3 clusters Score -1664942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1664945.125000 Penalty: 4664.309082
	Iteration 73Q: 3 clusters Score -1664945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1664947.125000 Penalty: 4664.309082
	Iteration 74Q: 3 clusters Score -1664947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1664947.125000 Penalty: 4664.309082
	Iteration 75Q: 3 clusters Score -1664947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1664947.375000 Penalty: 4664.309082
	Iteration 76Q: 3 clusters Score -1664947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1664946.500000 Penalty: 4664.309082
	Iteration 77Q: 3 clusters Score -1664946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1664951.500000 Penalty: 4664.309082
	Iteration 78Q: 3 clusters Score -1664952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1664951.500000 Penalty: 4664.309082
	Iteration 79Q: 3 clusters Score -1664952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1664952.500000 Penalty: 4664.309082
	Iteration 80F: 3 clusters Score -1664952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1664951.750000 Penalty: 4664.309082
	Iteration 81Q: 3 clusters Score -1664952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1664956.625000 Penalty: 4664.309082
	Iteration 82Q: 3 clusters Score -1664957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1664955.125000 Penalty: 4664.309082
	Iteration 83Q: 3 clusters Score -1664955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1664955.125000 Penalty: 4664.309082
	Iteration 84F: 3 clusters Score -1664955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (106232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106232 members 
Entering Unmasked Estep 
Score: -14301750.000000 Penalty: 2870.198242
	Iteration 0F: 2 clusters Score -1.430175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -14230490.000000 Penalty: 5740.396484
	Iteration 0F: 3 clusters Score -1.423049e+07 nChanged 50311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -14259242.000000 Penalty: 5740.396484
	Iteration 1F: 3 clusters Score -1.425924e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -14260086.000000 Penalty: 5740.396484
	Iteration 2Q: 3 clusters Score -1.426009e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -14261090.000000 Penalty: 5740.396484
	Iteration 3Q: 3 clusters Score -1.426109e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -14262889.000000 Penalty: 5740.396484
	Iteration 4Q: 3 clusters Score -1.426289e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -14265472.000000 Penalty: 5740.396484
	Iteration 5Q: 3 clusters Score -1.426547e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -14269869.000000 Penalty: 5740.396484
	Iteration 6F: 3 clusters Score -1.426987e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -14276382.000000 Penalty: 5740.396484
	Iteration 7F: 3 clusters Score -1.427638e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90035 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -14284463.000000 Penalty: 5740.396484
	Iteration 8F: 3 clusters Score -1.428446e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -14291699.000000 Penalty: 5740.396484
	Iteration 9F: 3 clusters Score -1.42917e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102632 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -14296096.000000 Penalty: 5740.396484
	Iteration 10Q: 3 clusters Score -1.42961e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104757 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -14298061.000000 Penalty: 5740.396484
	Iteration 11Q: 3 clusters Score -1.429806e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105519 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14298737.000000 Penalty: 5740.396484
	Iteration 12Q: 3 clusters Score -1.429874e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105755 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -14298996.000000 Penalty: 5740.396484
	Iteration 13Q: 3 clusters Score -1.4299e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14299114.000000 Penalty: 5740.396484
	Iteration 14Q: 3 clusters Score -1.429911e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14299179.000000 Penalty: 5740.396484
	Iteration 15Q: 3 clusters Score -1.429918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105897 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -14299220.000000 Penalty: 5740.396484
	Iteration 16Q: 3 clusters Score -1.429922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -14299229.000000 Penalty: 5740.396484
	Iteration 17Q: 3 clusters Score -1.429923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -14299243.000000 Penalty: 5740.396484
	Iteration 18Q: 3 clusters Score -1.429924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -14299247.000000 Penalty: 5740.396484
	Iteration 19Q: 3 clusters Score -1.429925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14299264.000000 Penalty: 5740.396484
	Iteration 20F: 3 clusters Score -1.429926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105935 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -14299294.000000 Penalty: 5740.396484
	Iteration 21Q: 3 clusters Score -1.429929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105940 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -14299284.000000 Penalty: 5740.396484
	Iteration 22Q: 3 clusters Score -1.429928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105945 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14299304.000000 Penalty: 5740.396484
	Iteration 23Q: 3 clusters Score -1.42993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14299314.000000 Penalty: 5740.396484
	Iteration 24Q: 3 clusters Score -1.429931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14299319.000000 Penalty: 5740.396484
	Iteration 25Q: 3 clusters Score -1.429932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14299315.000000 Penalty: 5740.396484
	Iteration 26Q: 3 clusters Score -1.429932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14299328.000000 Penalty: 5740.396484
	Iteration 27Q: 3 clusters Score -1.429933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14299328.000000 Penalty: 5740.396484
	Iteration 28Q: 3 clusters Score -1.429933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -14299336.000000 Penalty: 5740.396484
	Iteration 29Q: 3 clusters Score -1.429934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105956 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14299337.000000 Penalty: 5740.396484
	Iteration 30Q: 3 clusters Score -1.429934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105957 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14299338.000000 Penalty: 5740.396484
	Iteration 31Q: 3 clusters Score -1.429934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105957 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14299338.000000 Penalty: 5740.396484
	Iteration 32F: 3 clusters Score -1.429934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Entering Unmasked Estep 
Score: -7054992.500000 Penalty: 2703.870361
	Iteration 0F: 2 clusters Score -7054992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -7018323.000000 Penalty: 5407.740723
	Iteration 0F: 3 clusters Score -7018323 nChanged 25351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -7032459.500000 Penalty: 5407.740723
	Iteration 1F: 3 clusters Score -7032460 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -7032956.000000 Penalty: 5407.740723
	Iteration 2Q: 3 clusters Score -7032956 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -7033661.000000 Penalty: 5407.740723
	Iteration 3Q: 3 clusters Score -7033661 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -7034829.500000 Penalty: 5407.740723
	Iteration 4Q: 3 clusters Score -7034830 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -7037337.500000 Penalty: 5407.740723
	Iteration 5F: 3 clusters Score -7037338 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -7041720.000000 Penalty: 5407.740723
	Iteration 6F: 3 clusters Score -7041720 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -7047269.500000 Penalty: 5407.740723
	Iteration 7F: 3 clusters Score -7047270 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -7051941.500000 Penalty: 5407.740723
	Iteration 8F: 3 clusters Score -7051942 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -7054716.000000 Penalty: 5407.740723
	Iteration 9F: 3 clusters Score -7054716 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -7056301.000000 Penalty: 5407.740723
	Iteration 10Q: 3 clusters Score -7056301 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -7057107.500000 Penalty: 5407.740723
	Iteration 11Q: 3 clusters Score -7057108 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -7057274.500000 Penalty: 5407.740723
	Iteration 12Q: 3 clusters Score -7057274 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -7057380.000000 Penalty: 5407.740723
	Iteration 13Q: 3 clusters Score -7057380 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -7057406.000000 Penalty: 5407.740723
	Iteration 14Q: 3 clusters Score -7057406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -7057410.000000 Penalty: 5407.740723
	Iteration 15Q: 3 clusters Score -7057410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -7057417.000000 Penalty: 5407.740723
	Iteration 16Q: 3 clusters Score -7057417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -7057432.000000 Penalty: 5407.740723
	Iteration 17Q: 3 clusters Score -7057432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -7057428.500000 Penalty: 5407.740723
	Iteration 18Q: 3 clusters Score -7057428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -7057428.500000 Penalty: 5407.740723
	Iteration 19Q: 3 clusters Score -7057428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -7057441.000000 Penalty: 5407.740723
	Iteration 20F: 3 clusters Score -7057441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -7057433.000000 Penalty: 5407.740723
	Iteration 21Q: 3 clusters Score -7057433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -7057432.500000 Penalty: 5407.740723
	Iteration 22Q: 3 clusters Score -7057432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -7057435.500000 Penalty: 5407.740723
	Iteration 23Q: 3 clusters Score -7057436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -7057432.500000 Penalty: 5407.740723
	Iteration 24Q: 3 clusters Score -7057432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -7057432.000000 Penalty: 5407.740723
	Iteration 25Q: 3 clusters Score -7057432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -7057432.000000 Penalty: 5407.740723
	Iteration 26F: 3 clusters Score -7057432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 92776 members 
Mstep: Class 2 contains 139306 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 214394 members 
Mstep: Class 6 contains 50226 members 
Mstep: Class 7 contains 51632 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 10 contains 191482 members 
Mstep: Class 11 contains 29558 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 14 contains 12135 members 
Mstep: Class 15 contains 106232 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 181321 members 
Mstep: Class 18 contains 5791 members 
Entering Unmasked Estep 
Score: -144291856.000000 Penalty: 55181.996094
Splitting cluster 16 changes total score from -144266944.000000 to -144291856.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 17 (181321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181321 members 
Entering Unmasked Estep 
Score: -24448968.000000 Penalty: 3002.790039
	Iteration 0F: 2 clusters Score -2.444897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90981 members 
Mstep: Class 2 contains 90340 members 
Entering Unmasked Estep 
Score: -24334052.000000 Penalty: 6005.580078
	Iteration 0F: 3 clusters Score -2.433405e+07 nChanged 87347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -24385088.000000 Penalty: 6005.580078
	Iteration 1F: 3 clusters Score -2.438509e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 82250 members 
Entering Unmasked Estep 
Score: -24386346.000000 Penalty: 6005.580078
	Iteration 2Q: 3 clusters Score -2.438635e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104238 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -24388292.000000 Penalty: 6005.580078
	Iteration 3Q: 3 clusters Score -2.438829e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112155 members 
Mstep: Class 2 contains 69166 members 
Entering Unmasked Estep 
Score: -24391942.000000 Penalty: 6005.580078
	Iteration 4Q: 3 clusters Score -2.439194e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123640 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -24398780.000000 Penalty: 6005.580078
	Iteration 5F: 3 clusters Score -2.439878e+07 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139172 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -24410804.000000 Penalty: 6005.580078
	Iteration 6F: 3 clusters Score -2.44108e+07 nChanged 17519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156691 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -24427278.000000 Penalty: 6005.580078
	Iteration 7F: 3 clusters Score -2.442728e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -24439146.000000 Penalty: 6005.580078
	Iteration 8F: 3 clusters Score -2.443915e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177943 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -24443952.000000 Penalty: 6005.580078
	Iteration 9Q: 3 clusters Score -2.444395e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180212 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -24445404.000000 Penalty: 6005.580078
	Iteration 10Q: 3 clusters Score -2.44454e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180832 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -24445906.000000 Penalty: 6005.580078
	Iteration 11Q: 3 clusters Score -2.444591e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180990 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24446106.000000 Penalty: 6005.580078
	Iteration 12Q: 3 clusters Score -2.444611e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181046 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24446176.000000 Penalty: 6005.580078
	Iteration 13Q: 3 clusters Score -2.444618e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181069 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24446228.000000 Penalty: 6005.580078
	Iteration 14Q: 3 clusters Score -2.444623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181080 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24446274.000000 Penalty: 6005.580078
	Iteration 15Q: 3 clusters Score -2.444627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181078 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24446264.000000 Penalty: 6005.580078
	Iteration 16Q: 3 clusters Score -2.444626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181078 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24446268.000000 Penalty: 6005.580078
	Iteration 17Q: 3 clusters Score -2.444627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181080 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24446278.000000 Penalty: 6005.580078
	Iteration 18Q: 3 clusters Score -2.444628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181084 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24446294.000000 Penalty: 6005.580078
	Iteration 19Q: 3 clusters Score -2.444629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181084 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24446292.000000 Penalty: 6005.580078
	Iteration 20F: 3 clusters Score -2.444629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Entering Unmasked Estep 
Score: -717395.125000 Penalty: 2148.687012
	Iteration 0F: 2 clusters Score -717395.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -712382.375000 Penalty: 4297.374023
	Iteration 0F: 3 clusters Score -712382.4 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -714028.375000 Penalty: 4297.374023
	Iteration 1F: 3 clusters Score -714028.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -714546.250000 Penalty: 4297.374023
	Iteration 2F: 3 clusters Score -714546.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -714877.125000 Penalty: 4297.374023
	Iteration 3F: 3 clusters Score -714877.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -715113.125000 Penalty: 4297.374023
	Iteration 4F: 3 clusters Score -715113.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -715318.937500 Penalty: 4297.374023
	Iteration 5F: 3 clusters Score -715318.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -715483.562500 Penalty: 4297.374023
	Iteration 6Q: 3 clusters Score -715483.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -715624.312500 Penalty: 4297.374023
	Iteration 7Q: 3 clusters Score -715624.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -715755.812500 Penalty: 4297.374023
	Iteration 8Q: 3 clusters Score -715755.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -715853.562500 Penalty: 4297.374023
	Iteration 9Q: 3 clusters Score -715853.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -715945.875000 Penalty: 4297.374023
	Iteration 10Q: 3 clusters Score -715945.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -716033.437500 Penalty: 4297.374023
	Iteration 11Q: 3 clusters Score -716033.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -716105.937500 Penalty: 4297.374023
	Iteration 12Q: 3 clusters Score -716105.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -716176.562500 Penalty: 4297.374023
	Iteration 13Q: 3 clusters Score -716176.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -716248.312500 Penalty: 4297.374023
	Iteration 14Q: 3 clusters Score -716248.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -716331.000000 Penalty: 4297.374023
	Iteration 15Q: 3 clusters Score -716331 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -716402.812500 Penalty: 4297.374023
	Iteration 16Q: 3 clusters Score -716402.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -716464.375000 Penalty: 4297.374023
	Iteration 17Q: 3 clusters Score -716464.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -716533.875000 Penalty: 4297.374023
	Iteration 18Q: 3 clusters Score -716533.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -716597.750000 Penalty: 4297.374023
	Iteration 19Q: 3 clusters Score -716597.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -716646.625000 Penalty: 4297.374023
	Iteration 20F: 3 clusters Score -716646.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -716672.687500 Penalty: 4297.374023
	Iteration 21Q: 3 clusters Score -716672.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -716692.437500 Penalty: 4297.374023
	Iteration 22Q: 3 clusters Score -716692.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -716708.437500 Penalty: 4297.374023
	Iteration 23Q: 3 clusters Score -716708.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -716724.062500 Penalty: 4297.374023
	Iteration 24Q: 3 clusters Score -716724.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -716735.250000 Penalty: 4297.374023
	Iteration 25Q: 3 clusters Score -716735.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -716745.375000 Penalty: 4297.374023
	Iteration 26Q: 3 clusters Score -716745.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -716746.250000 Penalty: 4297.374023
	Iteration 27Q: 3 clusters Score -716746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -716748.875000 Penalty: 4297.374023
	Iteration 28Q: 3 clusters Score -716748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -716750.250000 Penalty: 4297.374023
	Iteration 29Q: 3 clusters Score -716750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -716749.687500 Penalty: 4297.374023
	Iteration 30Q: 3 clusters Score -716749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -716752.437500 Penalty: 4297.374023
	Iteration 31Q: 3 clusters Score -716752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -716752.125000 Penalty: 4297.374023
	Iteration 32Q: 3 clusters Score -716752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -716754.687500 Penalty: 4297.374023
	Iteration 33Q: 3 clusters Score -716754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -716756.750000 Penalty: 4297.374023
	Iteration 34Q: 3 clusters Score -716756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -716759.562500 Penalty: 4297.374023
	Iteration 35Q: 3 clusters Score -716759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -716759.562500 Penalty: 4297.374023
	Iteration 36F: 3 clusters Score -716759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 139306 members 
Mstep: Class 5 contains 214394 members 
Mstep: Class 6 contains 50226 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 10 contains 191482 members 
Mstep: Class 11 contains 29558 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 14 contains 12135 members 
Mstep: Class 15 contains 106232 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 181321 members 
Mstep: Class 18 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144302720.000000 Penalty: 55181.996094
Iteration 39Q: 17 clusters Score -1.443027e+08 nChanged 33820
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 138907 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 210841 members 
Mstep: Class 6 contains 53416 members 
Mstep: Class 7 contains 51086 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 10 contains 193422 members 
Mstep: Class 11 contains 29510 members 
Mstep: Class 12 contains 11807 members 
Mstep: Class 14 contains 12172 members 
Mstep: Class 15 contains 108882 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 180654 members 
Mstep: Class 18 contains 6212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144313808.000000 Penalty: 55181.996094
Iteration 40F: 17 clusters Score -1.443138e+08 nChanged 27856
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 138394 members 
Mstep: Class 3 contains 3152 members 
Mstep: Class 4 contains 820 members 
Mstep: Class 5 contains 204843 members 
Mstep: Class 6 contains 55263 members 
Mstep: Class 7 contains 52304 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 10 contains 192979 members 
Mstep: Class 11 contains 29170 members 
Mstep: Class 12 contains 11896 members 
Mstep: Class 14 contains 12299 members 
Mstep: Class 15 contains 110622 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 177604 members 
Mstep: Class 18 contains 6491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144321216.000000 Penalty: 55181.996094
Iteration 41Q: 17 clusters Score -1.443212e+08 nChanged 20762
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 137979 members 
Mstep: Class 3 contains 3360 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 199715 members 
Mstep: Class 6 contains 56746 members 
Mstep: Class 7 contains 52918 members 
Mstep: Class 8 contains 2493 members 
Mstep: Class 10 contains 192391 members 
Mstep: Class 11 contains 28966 members 
Mstep: Class 12 contains 11993 members 
Mstep: Class 14 contains 12442 members 
Mstep: Class 15 contains 112353 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 175661 members 
Mstep: Class 18 contains 6672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144324112.000000 Penalty: 55181.996094
Iteration 42Q: 17 clusters Score -1.443241e+08 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 101649 members 
Mstep: Class 2 contains 137557 members 
Mstep: Class 3 contains 3552 members 
Mstep: Class 4 contains 712 members 
Mstep: Class 5 contains 195009 members 
Mstep: Class 6 contains 58140 members 
Mstep: Class 7 contains 53236 members 
Mstep: Class 8 contains 2484 members 
Mstep: Class 10 contains 191655 members 
Mstep: Class 11 contains 28818 members 
Mstep: Class 12 contains 12107 members 
Mstep: Class 14 contains 12623 members 
Mstep: Class 15 contains 114004 members 
Mstep: Class 16 contains 2790 members 
Mstep: Class 17 contains 174424 members 
Mstep: Class 18 contains 6755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328160.000000 Penalty: 55181.996094
Iteration 43Q: 17 clusters Score -1.443282e+08 nChanged 15565
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 136969 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 716 members 
Mstep: Class 5 contains 191096 members 
Mstep: Class 6 contains 59458 members 
Mstep: Class 7 contains 53378 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 10 contains 190528 members 
Mstep: Class 11 contains 28712 members 
Mstep: Class 12 contains 12223 members 
Mstep: Class 14 contains 12814 members 
Mstep: Class 15 contains 115565 members 
Mstep: Class 16 contains 2841 members 
Mstep: Class 17 contains 173707 members 
Mstep: Class 18 contains 6714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144331824.000000 Penalty: 55181.996094
Iteration 44Q: 17 clusters Score -1.443318e+08 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 136106 members 
Mstep: Class 3 contains 3917 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 187911 members 
Mstep: Class 6 contains 60638 members 
Mstep: Class 7 contains 53442 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 10 contains 189143 members 
Mstep: Class 11 contains 28657 members 
Mstep: Class 12 contains 12338 members 
Mstep: Class 14 contains 13074 members 
Mstep: Class 15 contains 117063 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 173270 members 
Mstep: Class 18 contains 6674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144334208.000000 Penalty: 55181.996094
Iteration 45Q: 17 clusters Score -1.443342e+08 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 109578 members 
Mstep: Class 2 contains 135171 members 
Mstep: Class 3 contains 4093 members 
Mstep: Class 4 contains 755 members 
Mstep: Class 5 contains 185355 members 
Mstep: Class 6 contains 61785 members 
Mstep: Class 7 contains 53432 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 10 contains 187492 members 
Mstep: Class 11 contains 28603 members 
Mstep: Class 12 contains 12441 members 
Mstep: Class 14 contains 13342 members 
Mstep: Class 15 contains 118474 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 172999 members 
Mstep: Class 18 contains 6639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144335424.000000 Penalty: 55181.996094
Iteration 46Q: 17 clusters Score -1.443354e+08 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111730 members 
Mstep: Class 2 contains 133928 members 
Mstep: Class 3 contains 4276 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 183472 members 
Mstep: Class 6 contains 62844 members 
Mstep: Class 7 contains 53363 members 
Mstep: Class 8 contains 2424 members 
Mstep: Class 10 contains 185762 members 
Mstep: Class 11 contains 28538 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 14 contains 13634 members 
Mstep: Class 15 contains 119872 members 
Mstep: Class 16 contains 2967 members 
Mstep: Class 17 contains 172798 members 
Mstep: Class 18 contains 6589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337456.000000 Penalty: 55181.996094
Iteration 47Q: 17 clusters Score -1.443375e+08 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 132497 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 182014 members 
Mstep: Class 6 contains 63863 members 
Mstep: Class 7 contains 53276 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 10 contains 184001 members 
Mstep: Class 11 contains 28490 members 
Mstep: Class 12 contains 12651 members 
Mstep: Class 14 contains 13908 members 
Mstep: Class 15 contains 121270 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 172600 members 
Mstep: Class 18 contains 6518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339296.000000 Penalty: 55181.996094
Iteration 48Q: 17 clusters Score -1.443393e+08 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 115663 members 
Mstep: Class 2 contains 130929 members 
Mstep: Class 3 contains 4595 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 180910 members 
Mstep: Class 6 contains 64860 members 
Mstep: Class 7 contains 53163 members 
Mstep: Class 8 contains 2411 members 
Mstep: Class 10 contains 182249 members 
Mstep: Class 11 contains 28426 members 
Mstep: Class 12 contains 12732 members 
Mstep: Class 14 contains 14177 members 
Mstep: Class 15 contains 122638 members 
Mstep: Class 16 contains 3065 members 
Mstep: Class 17 contains 172467 members 
Mstep: Class 18 contains 6455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341392.000000 Penalty: 55181.996094
Iteration 49Q: 17 clusters Score -1.443414e+08 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 117330 members 
Mstep: Class 2 contains 129188 members 
Mstep: Class 3 contains 4763 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 180048 members 
Mstep: Class 6 contains 65866 members 
Mstep: Class 7 contains 53039 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 10 contains 180621 members 
Mstep: Class 11 contains 28385 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 14 contains 14467 members 
Mstep: Class 15 contains 123988 members 
Mstep: Class 16 contains 3111 members 
Mstep: Class 17 contains 172343 members 
Mstep: Class 18 contains 6401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342816.000000 Penalty: 55181.996094
Iteration 50Q: 17 clusters Score -1.443428e+08 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 127301 members 
Mstep: Class 3 contains 4937 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 179328 members 
Mstep: Class 6 contains 66852 members 
Mstep: Class 7 contains 52937 members 
Mstep: Class 8 contains 2402 members 
Mstep: Class 10 contains 179043 members 
Mstep: Class 11 contains 28349 members 
Mstep: Class 12 contains 12823 members 
Mstep: Class 14 contains 14772 members 
Mstep: Class 15 contains 125365 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 172249 members 
Mstep: Class 18 contains 6342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144343680.000000 Penalty: 55181.996094
Iteration 51Q: 17 clusters Score -1.443437e+08 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 120214 members 
Mstep: Class 2 contains 125320 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 791 members 
Mstep: Class 5 contains 178928 members 
Mstep: Class 6 contains 67789 members 
Mstep: Class 7 contains 52781 members 
Mstep: Class 8 contains 2396 members 
Mstep: Class 10 contains 177451 members 
Mstep: Class 11 contains 28312 members 
Mstep: Class 12 contains 12873 members 
Mstep: Class 14 contains 15097 members 
Mstep: Class 15 contains 126747 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 172202 members 
Mstep: Class 18 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344992.000000 Penalty: 55181.996094
Iteration 52Q: 17 clusters Score -1.44345e+08 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 121521 members 
Mstep: Class 2 contains 123203 members 
Mstep: Class 3 contains 5353 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 178591 members 
Mstep: Class 6 contains 68727 members 
Mstep: Class 7 contains 52641 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 10 contains 175859 members 
Mstep: Class 11 contains 28303 members 
Mstep: Class 12 contains 12931 members 
Mstep: Class 14 contains 15449 members 
Mstep: Class 15 contains 128046 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 172265 members 
Mstep: Class 18 contains 6201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345888.000000 Penalty: 55181.996094
Iteration 53Q: 17 clusters Score -1.443459e+08 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122820 members 
Mstep: Class 2 contains 120895 members 
Mstep: Class 3 contains 5578 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 5 contains 178271 members 
Mstep: Class 6 contains 69705 members 
Mstep: Class 7 contains 52507 members 
Mstep: Class 8 contains 2390 members 
Mstep: Class 10 contains 174420 members 
Mstep: Class 11 contains 28281 members 
Mstep: Class 12 contains 12961 members 
Mstep: Class 14 contains 15834 members 
Mstep: Class 15 contains 129338 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 172340 members 
Mstep: Class 18 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144346656.000000 Penalty: 55181.996094
Iteration 54Q: 17 clusters Score -1.443467e+08 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 124084 members 
Mstep: Class 2 contains 118451 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 177988 members 
Mstep: Class 6 contains 70693 members 
Mstep: Class 7 contains 52386 members 
Mstep: Class 8 contains 2387 members 
Mstep: Class 10 contains 173115 members 
Mstep: Class 11 contains 28264 members 
Mstep: Class 12 contains 12976 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 130559 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 172459 members 
Mstep: Class 18 contains 5995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347632.000000 Penalty: 55181.996094
Iteration 55Q: 17 clusters Score -1.443476e+08 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 125348 members 
Mstep: Class 2 contains 115937 members 
Mstep: Class 3 contains 5985 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 177743 members 
Mstep: Class 6 contains 71646 members 
Mstep: Class 7 contains 52281 members 
Mstep: Class 8 contains 2383 members 
Mstep: Class 10 contains 171934 members 
Mstep: Class 11 contains 28256 members 
Mstep: Class 12 contains 13013 members 
Mstep: Class 14 contains 16701 members 
Mstep: Class 15 contains 131683 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 172599 members 
Mstep: Class 18 contains 5861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348352.000000 Penalty: 55181.996094
Iteration 56Q: 17 clusters Score -1.443484e+08 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 126543 members 
Mstep: Class 2 contains 113291 members 
Mstep: Class 3 contains 6165 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 177612 members 
Mstep: Class 6 contains 72565 members 
Mstep: Class 7 contains 52205 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 10 contains 171059 members 
Mstep: Class 11 contains 28236 members 
Mstep: Class 12 contains 13017 members 
Mstep: Class 14 contains 17158 members 
Mstep: Class 15 contains 132728 members 
Mstep: Class 16 contains 3363 members 
Mstep: Class 17 contains 172667 members 
Mstep: Class 18 contains 5722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349024.000000 Penalty: 55181.996094
Iteration 57Q: 17 clusters Score -1.44349e+08 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 127742 members 
Mstep: Class 2 contains 110660 members 
Mstep: Class 3 contains 6355 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 177453 members 
Mstep: Class 6 contains 73470 members 
Mstep: Class 7 contains 52107 members 
Mstep: Class 8 contains 2382 members 
Mstep: Class 10 contains 170263 members 
Mstep: Class 11 contains 28207 members 
Mstep: Class 12 contains 13016 members 
Mstep: Class 14 contains 17640 members 
Mstep: Class 15 contains 133757 members 
Mstep: Class 16 contains 3390 members 
Mstep: Class 17 contains 172675 members 
Mstep: Class 18 contains 5595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350368.000000 Penalty: 55181.996094
Iteration 58Q: 17 clusters Score -1.443504e+08 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 128849 members 
Mstep: Class 2 contains 108052 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 177296 members 
Mstep: Class 6 contains 74344 members 
Mstep: Class 7 contains 51995 members 
Mstep: Class 8 contains 2383 members 
Mstep: Class 10 contains 169628 members 
Mstep: Class 11 contains 28179 members 
Mstep: Class 12 contains 13014 members 
Mstep: Class 14 contains 18098 members 
Mstep: Class 15 contains 134745 members 
Mstep: Class 16 contains 3412 members 
Mstep: Class 17 contains 172726 members 
Mstep: Class 18 contains 5458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350928.000000 Penalty: 55181.996094
Iteration 59Q: 17 clusters Score -1.443509e+08 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 129889 members 
Mstep: Class 2 contains 105398 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 177188 members 
Mstep: Class 6 contains 75213 members 
Mstep: Class 7 contains 51893 members 
Mstep: Class 8 contains 2382 members 
Mstep: Class 10 contains 169079 members 
Mstep: Class 11 contains 28143 members 
Mstep: Class 12 contains 13014 members 
Mstep: Class 14 contains 18568 members 
Mstep: Class 15 contains 135679 members 
Mstep: Class 16 contains 3427 members 
Mstep: Class 17 contains 172771 members 
Mstep: Class 18 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351936.000000 Penalty: 55181.996094
Iteration 60F: 17 clusters Score -1.443519e+08 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 102600 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 804 members 
Mstep: Class 5 contains 177119 members 
Mstep: Class 6 contains 76082 members 
Mstep: Class 7 contains 51821 members 
Mstep: Class 8 contains 2383 members 
Mstep: Class 10 contains 168603 members 
Mstep: Class 11 contains 28127 members 
Mstep: Class 12 contains 13013 members 
Mstep: Class 14 contains 19079 members 
Mstep: Class 15 contains 136627 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 172770 members 
Mstep: Class 18 contains 5238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353312.000000 Penalty: 55181.996094
Iteration 61Q: 17 clusters Score -1.443533e+08 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 99890 members 
Mstep: Class 3 contains 7119 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 176993 members 
Mstep: Class 6 contains 76981 members 
Mstep: Class 7 contains 51763 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 10 contains 168321 members 
Mstep: Class 11 contains 28106 members 
Mstep: Class 12 contains 12987 members 
Mstep: Class 14 contains 19553 members 
Mstep: Class 15 contains 137488 members 
Mstep: Class 16 contains 3444 members 
Mstep: Class 17 contains 172780 members 
Mstep: Class 18 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353760.000000 Penalty: 55181.996094
Iteration 62Q: 17 clusters Score -1.443538e+08 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 132633 members 
Mstep: Class 2 contains 97233 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 176805 members 
Mstep: Class 6 contains 77900 members 
Mstep: Class 7 contains 51691 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 10 contains 168121 members 
Mstep: Class 11 contains 28092 members 
Mstep: Class 12 contains 12948 members 
Mstep: Class 14 contains 20031 members 
Mstep: Class 15 contains 138326 members 
Mstep: Class 16 contains 3451 members 
Mstep: Class 17 contains 172776 members 
Mstep: Class 18 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 55181.996094
Iteration 63Q: 17 clusters Score -1.443541e+08 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 133450 members 
Mstep: Class 2 contains 94741 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 176581 members 
Mstep: Class 6 contains 78753 members 
Mstep: Class 7 contains 51630 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 10 contains 167929 members 
Mstep: Class 11 contains 28105 members 
Mstep: Class 12 contains 12926 members 
Mstep: Class 14 contains 20493 members 
Mstep: Class 15 contains 139065 members 
Mstep: Class 16 contains 3462 members 
Mstep: Class 17 contains 172795 members 
Mstep: Class 18 contains 4814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354960.000000 Penalty: 55181.996094
Iteration 64Q: 17 clusters Score -1.44355e+08 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 134219 members 
Mstep: Class 2 contains 92410 members 
Mstep: Class 3 contains 7810 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 176300 members 
Mstep: Class 6 contains 79631 members 
Mstep: Class 7 contains 51584 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 10 contains 167637 members 
Mstep: Class 11 contains 28133 members 
Mstep: Class 12 contains 12904 members 
Mstep: Class 14 contains 20941 members 
Mstep: Class 15 contains 139795 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 172855 members 
Mstep: Class 18 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355824.000000 Penalty: 55181.996094
Iteration 65Q: 17 clusters Score -1.443558e+08 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 134898 members 
Mstep: Class 2 contains 90275 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 176136 members 
Mstep: Class 6 contains 80375 members 
Mstep: Class 7 contains 51518 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 10 contains 167289 members 
Mstep: Class 11 contains 28168 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 14 contains 21337 members 
Mstep: Class 15 contains 140523 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 172915 members 
Mstep: Class 18 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144356640.000000 Penalty: 55181.996094
Iteration 66Q: 17 clusters Score -1.443566e+08 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 135592 members 
Mstep: Class 2 contains 88136 members 
Mstep: Class 3 contains 8321 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 176097 members 
Mstep: Class 6 contains 81057 members 
Mstep: Class 7 contains 51447 members 
Mstep: Class 8 contains 2383 members 
Mstep: Class 10 contains 166974 members 
Mstep: Class 11 contains 28189 members 
Mstep: Class 12 contains 12872 members 
Mstep: Class 14 contains 21691 members 
Mstep: Class 15 contains 141243 members 
Mstep: Class 16 contains 3490 members 
Mstep: Class 17 contains 172968 members 
Mstep: Class 18 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144357840.000000 Penalty: 55181.996094
Iteration 67Q: 17 clusters Score -1.443578e+08 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 136185 members 
Mstep: Class 2 contains 86105 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 176120 members 
Mstep: Class 6 contains 81645 members 
Mstep: Class 7 contains 51401 members 
Mstep: Class 8 contains 2382 members 
Mstep: Class 10 contains 166685 members 
Mstep: Class 11 contains 28195 members 
Mstep: Class 12 contains 12846 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 141952 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 173031 members 
Mstep: Class 18 contains 4055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144358448.000000 Penalty: 55181.996094
Iteration 68Q: 17 clusters Score -1.443584e+08 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 136706 members 
Mstep: Class 2 contains 84214 members 
Mstep: Class 3 contains 8868 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 176148 members 
Mstep: Class 6 contains 82188 members 
Mstep: Class 7 contains 51375 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 10 contains 166368 members 
Mstep: Class 11 contains 28204 members 
Mstep: Class 12 contains 12820 members 
Mstep: Class 14 contains 22347 members 
Mstep: Class 15 contains 142666 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 173064 members 
Mstep: Class 18 contains 3863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144359024.000000 Penalty: 55181.996094
Iteration 69Q: 17 clusters Score -1.44359e+08 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 137191 members 
Mstep: Class 2 contains 82401 members 
Mstep: Class 3 contains 9160 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 176199 members 
Mstep: Class 6 contains 82700 members 
Mstep: Class 7 contains 51363 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 10 contains 165985 members 
Mstep: Class 11 contains 28195 members 
Mstep: Class 12 contains 12782 members 
Mstep: Class 14 contains 22623 members 
Mstep: Class 15 contains 143403 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 173119 members 
Mstep: Class 18 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144359024.000000 Penalty: 55181.996094
Iteration 70Q: 17 clusters Score -1.44359e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 137660 members 
Mstep: Class 2 contains 80625 members 
Mstep: Class 3 contains 9386 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 176255 members 
Mstep: Class 6 contains 83221 members 
Mstep: Class 7 contains 51348 members 
Mstep: Class 8 contains 2387 members 
Mstep: Class 10 contains 165562 members 
Mstep: Class 11 contains 28198 members 
Mstep: Class 12 contains 12749 members 
Mstep: Class 14 contains 22898 members 
Mstep: Class 15 contains 144206 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 173142 members 
Mstep: Class 18 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144359552.000000 Penalty: 55181.996094
Iteration 71Q: 17 clusters Score -1.443596e+08 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 138092 members 
Mstep: Class 2 contains 78934 members 
Mstep: Class 3 contains 9602 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 176309 members 
Mstep: Class 6 contains 83723 members 
Mstep: Class 7 contains 51318 members 
Mstep: Class 8 contains 2386 members 
Mstep: Class 10 contains 165167 members 
Mstep: Class 11 contains 28192 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 14 contains 23126 members 
Mstep: Class 15 contains 145068 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 173128 members 
Mstep: Class 18 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144359648.000000 Penalty: 55181.996094
Iteration 72Q: 17 clusters Score -1.443596e+08 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 138528 members 
Mstep: Class 2 contains 77372 members 
Mstep: Class 3 contains 9799 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 176242 members 
Mstep: Class 6 contains 84212 members 
Mstep: Class 7 contains 51320 members 
Mstep: Class 8 contains 2385 members 
Mstep: Class 10 contains 164763 members 
Mstep: Class 11 contains 28179 members 
Mstep: Class 12 contains 12686 members 
Mstep: Class 14 contains 23339 members 
Mstep: Class 15 contains 145917 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 173166 members 
Mstep: Class 18 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144360160.000000 Penalty: 55181.996094
Iteration 73Q: 17 clusters Score -1.443602e+08 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 138872 members 
Mstep: Class 2 contains 75904 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 176196 members 
Mstep: Class 6 contains 84707 members 
Mstep: Class 7 contains 51315 members 
Mstep: Class 8 contains 2387 members 
Mstep: Class 10 contains 164360 members 
Mstep: Class 11 contains 28157 members 
Mstep: Class 12 contains 12640 members 
Mstep: Class 14 contains 23547 members 
Mstep: Class 15 contains 146774 members 
Mstep: Class 16 contains 3516 members 
Mstep: Class 17 contains 173184 members 
Mstep: Class 18 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144360480.000000 Penalty: 55181.996094
Iteration 74Q: 17 clusters Score -1.443605e+08 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 139180 members 
Mstep: Class 2 contains 74508 members 
Mstep: Class 3 contains 10159 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 176175 members 
Mstep: Class 6 contains 85120 members 
Mstep: Class 7 contains 51294 members 
Mstep: Class 8 contains 2388 members 
Mstep: Class 10 contains 164059 members 
Mstep: Class 11 contains 28126 members 
Mstep: Class 12 contains 12589 members 
Mstep: Class 14 contains 23704 members 
Mstep: Class 15 contains 147610 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 173221 members 
Mstep: Class 18 contains 3055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144360832.000000 Penalty: 55181.996094
Iteration 75Q: 17 clusters Score -1.443608e+08 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 139524 members 
Mstep: Class 2 contains 73230 members 
Mstep: Class 3 contains 10327 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 176195 members 
Mstep: Class 6 contains 85455 members 
Mstep: Class 7 contains 51270 members 
Mstep: Class 8 contains 2391 members 
Mstep: Class 10 contains 163729 members 
Mstep: Class 11 contains 28081 members 
Mstep: Class 12 contains 12525 members 
Mstep: Class 14 contains 23848 members 
Mstep: Class 15 contains 148371 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 173264 members 
Mstep: Class 18 contains 2970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144360832.000000 Penalty: 55181.996094
Iteration 76Q: 17 clusters Score -1.443608e+08 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 139847 members 
Mstep: Class 2 contains 71957 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 176212 members 
Mstep: Class 6 contains 85792 members 
Mstep: Class 7 contains 51247 members 
Mstep: Class 8 contains 2392 members 
Mstep: Class 10 contains 163444 members 
Mstep: Class 11 contains 28045 members 
Mstep: Class 12 contains 12472 members 
Mstep: Class 14 contains 23979 members 
Mstep: Class 15 contains 149122 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 173283 members 
Mstep: Class 18 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144360864.000000 Penalty: 55181.996094
Iteration 77Q: 17 clusters Score -1.443609e+08 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 140105 members 
Mstep: Class 2 contains 70822 members 
Mstep: Class 3 contains 10631 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 176196 members 
Mstep: Class 6 contains 86092 members 
Mstep: Class 7 contains 51258 members 
Mstep: Class 8 contains 2394 members 
Mstep: Class 10 contains 163139 members 
Mstep: Class 11 contains 28025 members 
Mstep: Class 12 contains 12396 members 
Mstep: Class 14 contains 24091 members 
Mstep: Class 15 contains 149883 members 
Mstep: Class 16 contains 3552 members 
Mstep: Class 17 contains 173308 members 
Mstep: Class 18 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144361008.000000 Penalty: 55181.996094
Iteration 78Q: 17 clusters Score -1.44361e+08 nChanged 4791
Entering ConstructFrom: 
Score: -144361008.000000 Penalty: 55181.996094
Entering ConstructFrom: 
Trying to split cluster 1 (140346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140346 members 
Entering Unmasked Estep 
Score: -18855556.000000 Penalty: 2939.262695
	Iteration 0F: 2 clusters Score -1.885556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -18761496.000000 Penalty: 5878.525391
	Iteration 0F: 3 clusters Score -1.87615e+07 nChanged 67160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -18800648.000000 Penalty: 5878.525391
	Iteration 1F: 3 clusters Score -1.880065e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -18801610.000000 Penalty: 5878.525391
	Iteration 2Q: 3 clusters Score -1.880161e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -18802650.000000 Penalty: 5878.525391
	Iteration 3Q: 3 clusters Score -1.880265e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -18803994.000000 Penalty: 5878.525391
	Iteration 4Q: 3 clusters Score -1.880399e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -18805532.000000 Penalty: 5878.525391
	Iteration 5Q: 3 clusters Score -1.880553e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -18807870.000000 Penalty: 5878.525391
	Iteration 6Q: 3 clusters Score -1.880787e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -18810934.000000 Penalty: 5878.525391
	Iteration 7F: 3 clusters Score -1.881093e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -18815538.000000 Penalty: 5878.525391
	Iteration 8F: 3 clusters Score -1.881554e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101169 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -18821790.000000 Penalty: 5878.525391
	Iteration 9F: 3 clusters Score -1.882179e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110563 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -18829622.000000 Penalty: 5878.525391
	Iteration 10F: 3 clusters Score -1.882962e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119680 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -18837870.000000 Penalty: 5878.525391
	Iteration 11F: 3 clusters Score -1.883787e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -18844740.000000 Penalty: 5878.525391
	Iteration 12F: 3 clusters Score -1.884474e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132252 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -18849318.000000 Penalty: 5878.525391
	Iteration 13Q: 3 clusters Score -1.884932e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135248 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -18851802.000000 Penalty: 5878.525391
	Iteration 14Q: 3 clusters Score -1.88518e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136832 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -18852998.000000 Penalty: 5878.525391
	Iteration 15Q: 3 clusters Score -1.8853e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137706 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -18853608.000000 Penalty: 5878.525391
	Iteration 16Q: 3 clusters Score -1.885361e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138176 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -18854040.000000 Penalty: 5878.525391
	Iteration 17Q: 3 clusters Score -1.885404e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138471 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -18854222.000000 Penalty: 5878.525391
	Iteration 18Q: 3 clusters Score -1.885422e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -18854404.000000 Penalty: 5878.525391
	Iteration 19Q: 3 clusters Score -1.88544e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138776 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -18854476.000000 Penalty: 5878.525391
	Iteration 20F: 3 clusters Score -1.885448e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -18854532.000000 Penalty: 5878.525391
	Iteration 21Q: 3 clusters Score -1.885453e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138915 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -18854632.000000 Penalty: 5878.525391
	Iteration 22Q: 3 clusters Score -1.885463e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138965 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -18854700.000000 Penalty: 5878.525391
	Iteration 23Q: 3 clusters Score -1.88547e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139012 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -18854752.000000 Penalty: 5878.525391
	Iteration 24Q: 3 clusters Score -1.885475e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139054 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -18854800.000000 Penalty: 5878.525391
	Iteration 25Q: 3 clusters Score -1.88548e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139078 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -18854802.000000 Penalty: 5878.525391
	Iteration 26Q: 3 clusters Score -1.88548e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139097 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -18854838.000000 Penalty: 5878.525391
	Iteration 27Q: 3 clusters Score -1.885484e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139117 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -18854832.000000 Penalty: 5878.525391
	Iteration 28Q: 3 clusters Score -1.885483e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139144 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -18854900.000000 Penalty: 5878.525391
	Iteration 29Q: 3 clusters Score -1.88549e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139163 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -18854924.000000 Penalty: 5878.525391
	Iteration 30Q: 3 clusters Score -1.885492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139190 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -18854944.000000 Penalty: 5878.525391
	Iteration 31Q: 3 clusters Score -1.885494e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139207 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -18854980.000000 Penalty: 5878.525391
	Iteration 32Q: 3 clusters Score -1.885498e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139229 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -18854992.000000 Penalty: 5878.525391
	Iteration 33Q: 3 clusters Score -1.885499e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139250 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -18855006.000000 Penalty: 5878.525391
	Iteration 34Q: 3 clusters Score -1.885501e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139278 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -18855090.000000 Penalty: 5878.525391
	Iteration 35Q: 3 clusters Score -1.885509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139295 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -18855144.000000 Penalty: 5878.525391
	Iteration 36Q: 3 clusters Score -1.885514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139312 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18855162.000000 Penalty: 5878.525391
	Iteration 37Q: 3 clusters Score -1.885516e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139324 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -18855210.000000 Penalty: 5878.525391
	Iteration 38Q: 3 clusters Score -1.885521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139330 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -18855212.000000 Penalty: 5878.525391
	Iteration 39Q: 3 clusters Score -1.885521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139330 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -18855216.000000 Penalty: 5878.525391
	Iteration 40F: 3 clusters Score -1.885522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139325 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -18855216.000000 Penalty: 5878.525391
	Iteration 41Q: 3 clusters Score -1.885522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139327 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -18855222.000000 Penalty: 5878.525391
	Iteration 42Q: 3 clusters Score -1.885522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139329 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -18855228.000000 Penalty: 5878.525391
	Iteration 43Q: 3 clusters Score -1.885523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139335 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -18855242.000000 Penalty: 5878.525391
	Iteration 44Q: 3 clusters Score -1.885524e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139333 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -18855248.000000 Penalty: 5878.525391
	Iteration 45Q: 3 clusters Score -1.885525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139332 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -18855272.000000 Penalty: 5878.525391
	Iteration 46Q: 3 clusters Score -1.885527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139331 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -18855268.000000 Penalty: 5878.525391
	Iteration 47Q: 3 clusters Score -1.885527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139327 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -18855264.000000 Penalty: 5878.525391
	Iteration 48Q: 3 clusters Score -1.885526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139325 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -18855282.000000 Penalty: 5878.525391
	Iteration 49Q: 3 clusters Score -1.885528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18855278.000000 Penalty: 5878.525391
	Iteration 50Q: 3 clusters Score -1.885528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139324 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -18855276.000000 Penalty: 5878.525391
	Iteration 51Q: 3 clusters Score -1.885528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139325 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -18855276.000000 Penalty: 5878.525391
	Iteration 52Q: 3 clusters Score -1.885528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18855276.000000 Penalty: 5878.525391
	Iteration 53Q: 3 clusters Score -1.885528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18855276.000000 Penalty: 5878.525391
	Iteration 54F: 3 clusters Score -1.885528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Entering Unmasked Estep 
Score: -9456175.000000 Penalty: 2765.990723
	Iteration 0F: 2 clusters Score -9456175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -9409386.000000 Penalty: 5531.981445
	Iteration 0F: 3 clusters Score -9409386 nChanged 32667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -9428383.000000 Penalty: 5531.981445
	Iteration 1F: 3 clusters Score -9428383 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -9429574.000000 Penalty: 5531.981445
	Iteration 2Q: 3 clusters Score -9429574 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -9431022.000000 Penalty: 5531.981445
	Iteration 3Q: 3 clusters Score -9431022 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -9432713.000000 Penalty: 5531.981445
	Iteration 4Q: 3 clusters Score -9432713 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -9434451.000000 Penalty: 5531.981445
	Iteration 5F: 3 clusters Score -9434451 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -9436469.000000 Penalty: 5531.981445
	Iteration 6F: 3 clusters Score -9436469 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -9438722.000000 Penalty: 5531.981445
	Iteration 7F: 3 clusters Score -9438722 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -9441338.000000 Penalty: 5531.981445
	Iteration 8F: 3 clusters Score -9441338 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -9444341.000000 Penalty: 5531.981445
	Iteration 9F: 3 clusters Score -9444341 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -9447265.000000 Penalty: 5531.981445
	Iteration 10F: 3 clusters Score -9447265 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -9449923.000000 Penalty: 5531.981445
	Iteration 11Q: 3 clusters Score -9449923 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67476 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9451830.000000 Penalty: 5531.981445
	Iteration 12Q: 3 clusters Score -9451830 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9452872.000000 Penalty: 5531.981445
	Iteration 13Q: 3 clusters Score -9452872 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69143 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9453322.000000 Penalty: 5531.981445
	Iteration 14Q: 3 clusters Score -9453322 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9453514.000000 Penalty: 5531.981445
	Iteration 15Q: 3 clusters Score -9453514 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9453603.000000 Penalty: 5531.981445
	Iteration 16Q: 3 clusters Score -9453603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9453644.000000 Penalty: 5531.981445
	Iteration 17Q: 3 clusters Score -9453644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9453671.000000 Penalty: 5531.981445
	Iteration 18Q: 3 clusters Score -9453671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9453685.000000 Penalty: 5531.981445
	Iteration 19Q: 3 clusters Score -9453685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9453701.000000 Penalty: 5531.981445
	Iteration 20F: 3 clusters Score -9453701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9453702.000000 Penalty: 5531.981445
	Iteration 21Q: 3 clusters Score -9453702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9453712.000000 Penalty: 5531.981445
	Iteration 22Q: 3 clusters Score -9453712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9453712.000000 Penalty: 5531.981445
	Iteration 23Q: 3 clusters Score -9453712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69500 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9453718.000000 Penalty: 5531.981445
	Iteration 24Q: 3 clusters Score -9453718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9453730.000000 Penalty: 5531.981445
	Iteration 25Q: 3 clusters Score -9453730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9453736.000000 Penalty: 5531.981445
	Iteration 26Q: 3 clusters Score -9453736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9453738.000000 Penalty: 5531.981445
	Iteration 27Q: 3 clusters Score -9453738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9453740.000000 Penalty: 5531.981445
	Iteration 28Q: 3 clusters Score -9453740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9453750.000000 Penalty: 5531.981445
	Iteration 29Q: 3 clusters Score -9453750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9453752.000000 Penalty: 5531.981445
	Iteration 30Q: 3 clusters Score -9453752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9453746.000000 Penalty: 5531.981445
	Iteration 31Q: 3 clusters Score -9453746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9453752.000000 Penalty: 5531.981445
	Iteration 32Q: 3 clusters Score -9453752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9453752.000000 Penalty: 5531.981445
	Iteration 33F: 3 clusters Score -9453752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Entering Unmasked Estep 
Score: -1373383.000000 Penalty: 2302.422607
	Iteration 0F: 2 clusters Score -1373383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1365227.625000 Penalty: 4604.845215
	Iteration 0F: 3 clusters Score -1365228 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1367801.250000 Penalty: 4604.845215
	Iteration 1F: 3 clusters Score -1367801 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1368318.875000 Penalty: 4604.845215
	Iteration 2F: 3 clusters Score -1368319 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1368914.375000 Penalty: 4604.845215
	Iteration 3F: 3 clusters Score -1368914 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1369415.500000 Penalty: 4604.845215
	Iteration 4F: 3 clusters Score -1369416 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1369752.500000 Penalty: 4604.845215
	Iteration 5F: 3 clusters Score -1369752 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1370032.375000 Penalty: 4604.845215
	Iteration 6Q: 3 clusters Score -1370032 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1370319.875000 Penalty: 4604.845215
	Iteration 7Q: 3 clusters Score -1370320 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1370629.125000 Penalty: 4604.845215
	Iteration 8Q: 3 clusters Score -1370629 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1370997.875000 Penalty: 4604.845215
	Iteration 9Q: 3 clusters Score -1370998 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1371426.625000 Penalty: 4604.845215
	Iteration 10Q: 3 clusters Score -1371427 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1371840.000000 Penalty: 4604.845215
	Iteration 11Q: 3 clusters Score -1371840 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1372195.125000 Penalty: 4604.845215
	Iteration 12Q: 3 clusters Score -1372195 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1372494.500000 Penalty: 4604.845215
	Iteration 13Q: 3 clusters Score -1372494 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1372788.875000 Penalty: 4604.845215
	Iteration 14Q: 3 clusters Score -1372789 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1373101.250000 Penalty: 4604.845215
	Iteration 15Q: 3 clusters Score -1373101 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1373256.625000 Penalty: 4604.845215
	Iteration 16Q: 3 clusters Score -1373257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1373297.125000 Penalty: 4604.845215
	Iteration 17Q: 3 clusters Score -1373297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1373311.375000 Penalty: 4604.845215
	Iteration 18Q: 3 clusters Score -1373311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1373316.750000 Penalty: 4604.845215
	Iteration 19Q: 3 clusters Score -1373317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1373321.625000 Penalty: 4604.845215
	Iteration 20F: 3 clusters Score -1373322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1373328.625000 Penalty: 4604.845215
	Iteration 21Q: 3 clusters Score -1373329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1373338.125000 Penalty: 4604.845215
	Iteration 22Q: 3 clusters Score -1373338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1373343.250000 Penalty: 4604.845215
	Iteration 23Q: 3 clusters Score -1373343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1373345.250000 Penalty: 4604.845215
	Iteration 24Q: 3 clusters Score -1373345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1373346.875000 Penalty: 4604.845215
	Iteration 25Q: 3 clusters Score -1373347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1373346.875000 Penalty: 4604.845215
	Iteration 26F: 3 clusters Score -1373347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -93091.179688 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -93091.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91369.195312 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -91369.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91827.710938 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -91827.71 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -92191.406250 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -92191.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92549.945312 Penalty: 3319.888428
	Iteration 3F: 3 clusters Score -92549.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92863.914062 Penalty: 3319.888428
	Iteration 4F: 3 clusters Score -92863.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93237.562500 Penalty: 3319.888428
	Iteration 5F: 3 clusters Score -93237.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -93532.773438 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -93532.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -93592.835938 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -93592.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93603.429688 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -93603.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93605.695312 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -93605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93607.601562 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -93607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93610.015625 Penalty: 3319.888428
	Iteration 11Q: 3 clusters Score -93610.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93612.492188 Penalty: 3319.888428
	Iteration 12Q: 3 clusters Score -93612.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93613.523438 Penalty: 3319.888428
	Iteration 13Q: 3 clusters Score -93613.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93614.765625 Penalty: 3319.888428
	Iteration 14Q: 3 clusters Score -93614.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93614.765625 Penalty: 3319.888428
	Iteration 15F: 3 clusters Score -93614.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 69786 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 410 members 
Mstep: Class 5 contains 176246 members 
Mstep: Class 6 contains 86350 members 
Mstep: Class 7 contains 51258 members 
Mstep: Class 8 contains 2394 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 162913 members 
Mstep: Class 11 contains 27991 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 14 contains 24184 members 
Mstep: Class 15 contains 150539 members 
Mstep: Class 16 contains 3569 members 
Mstep: Class 17 contains 173278 members 
Mstep: Class 18 contains 2762 members 
Entering Unmasked Estep 
Score: -144360192.000000 Penalty: 58630.867188
Splitting cluster 4 changes total score from -144361008.000000 to -144360192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (176246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176246 members 
Entering Unmasked Estep 
Score: -23616544.000000 Penalty: 2995.749512
	Iteration 0F: 2 clusters Score -2.361654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 88036 members 
Entering Unmasked Estep 
Score: -23501592.000000 Penalty: 5991.499023
	Iteration 0F: 3 clusters Score -2.350159e+07 nChanged 84315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -23550630.000000 Penalty: 5991.499023
	Iteration 1F: 3 clusters Score -2.355063e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -23551318.000000 Penalty: 5991.499023
	Iteration 2Q: 3 clusters Score -2.355132e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -23552106.000000 Penalty: 5991.499023
	Iteration 3Q: 3 clusters Score -2.355211e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -23552918.000000 Penalty: 5991.499023
	Iteration 4Q: 3 clusters Score -2.355292e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -23553912.000000 Penalty: 5991.499023
	Iteration 5Q: 3 clusters Score -2.355391e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -23555654.000000 Penalty: 5991.499023
	Iteration 6Q: 3 clusters Score -2.355565e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -23558472.000000 Penalty: 5991.499023
	Iteration 7Q: 3 clusters Score -2.355847e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106269 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -23563088.000000 Penalty: 5991.499023
	Iteration 8Q: 3 clusters Score -2.356309e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112829 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -23570040.000000 Penalty: 5991.499023
	Iteration 9F: 3 clusters Score -2.357004e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119474 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -23578720.000000 Penalty: 5991.499023
	Iteration 10F: 3 clusters Score -2.357872e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124686 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -23585798.000000 Penalty: 5991.499023
	Iteration 11F: 3 clusters Score -2.35858e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128624 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -23589334.000000 Penalty: 5991.499023
	Iteration 12Q: 3 clusters Score -2.358933e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132173 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -23591028.000000 Penalty: 5991.499023
	Iteration 13Q: 3 clusters Score -2.359103e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135757 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -23592610.000000 Penalty: 5991.499023
	Iteration 14Q: 3 clusters Score -2.359261e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139373 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -23594036.000000 Penalty: 5991.499023
	Iteration 15Q: 3 clusters Score -2.359404e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143068 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -23595466.000000 Penalty: 5991.499023
	Iteration 16Q: 3 clusters Score -2.359547e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146874 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -23597414.000000 Penalty: 5991.499023
	Iteration 17Q: 3 clusters Score -2.359741e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150663 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -23599194.000000 Penalty: 5991.499023
	Iteration 18Q: 3 clusters Score -2.359919e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154400 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -23601282.000000 Penalty: 5991.499023
	Iteration 19Q: 3 clusters Score -2.360128e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158049 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -23603168.000000 Penalty: 5991.499023
	Iteration 20F: 3 clusters Score -2.360317e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161426 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -23604800.000000 Penalty: 5991.499023
	Iteration 21Q: 3 clusters Score -2.36048e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164558 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -23606722.000000 Penalty: 5991.499023
	Iteration 22Q: 3 clusters Score -2.360672e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167279 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -23608376.000000 Penalty: 5991.499023
	Iteration 23Q: 3 clusters Score -2.360838e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169521 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -23609532.000000 Penalty: 5991.499023
	Iteration 24Q: 3 clusters Score -2.360953e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171328 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -23610740.000000 Penalty: 5991.499023
	Iteration 25Q: 3 clusters Score -2.361074e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172748 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -23611572.000000 Penalty: 5991.499023
	Iteration 26Q: 3 clusters Score -2.361157e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173882 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -23612420.000000 Penalty: 5991.499023
	Iteration 27Q: 3 clusters Score -2.361242e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174736 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -23613010.000000 Penalty: 5991.499023
	Iteration 28Q: 3 clusters Score -2.361301e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175263 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -23613342.000000 Penalty: 5991.499023
	Iteration 29Q: 3 clusters Score -2.361334e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -23613478.000000 Penalty: 5991.499023
	Iteration 30Q: 3 clusters Score -2.361348e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175686 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -23613674.000000 Penalty: 5991.499023
	Iteration 31Q: 3 clusters Score -2.361367e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175768 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -23613728.000000 Penalty: 5991.499023
	Iteration 32Q: 3 clusters Score -2.361373e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175809 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -23613784.000000 Penalty: 5991.499023
	Iteration 33Q: 3 clusters Score -2.361378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175837 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -23613810.000000 Penalty: 5991.499023
	Iteration 34Q: 3 clusters Score -2.361381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175853 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -23613820.000000 Penalty: 5991.499023
	Iteration 35Q: 3 clusters Score -2.361382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175863 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23613850.000000 Penalty: 5991.499023
	Iteration 36Q: 3 clusters Score -2.361385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175872 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23613850.000000 Penalty: 5991.499023
	Iteration 37Q: 3 clusters Score -2.361385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175876 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23613868.000000 Penalty: 5991.499023
	Iteration 38Q: 3 clusters Score -2.361387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175881 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23613860.000000 Penalty: 5991.499023
	Iteration 39Q: 3 clusters Score -2.361386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175885 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23613866.000000 Penalty: 5991.499023
	Iteration 40F: 3 clusters Score -2.361387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175888 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -23613872.000000 Penalty: 5991.499023
	Iteration 41Q: 3 clusters Score -2.361387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175890 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -23613870.000000 Penalty: 5991.499023
	Iteration 42Q: 3 clusters Score -2.361387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23613872.000000 Penalty: 5991.499023
	Iteration 43Q: 3 clusters Score -2.361387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175899 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -23613880.000000 Penalty: 5991.499023
	Iteration 44Q: 3 clusters Score -2.361388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175901 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23613896.000000 Penalty: 5991.499023
	Iteration 45Q: 3 clusters Score -2.36139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175903 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23613894.000000 Penalty: 5991.499023
	Iteration 46Q: 3 clusters Score -2.361389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175903 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23613896.000000 Penalty: 5991.499023
	Iteration 47Q: 3 clusters Score -2.36139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175903 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23613888.000000 Penalty: 5991.499023
	Iteration 48Q: 3 clusters Score -2.361389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175902 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23613882.000000 Penalty: 5991.499023
	Iteration 49Q: 3 clusters Score -2.361388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175902 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23613882.000000 Penalty: 5991.499023
	Iteration 50F: 3 clusters Score -2.361388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (86350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Entering Unmasked Estep 
Score: -11564722.000000 Penalty: 2818.808838
	Iteration 0F: 2 clusters Score -1.156472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -11506725.000000 Penalty: 5637.617676
	Iteration 0F: 3 clusters Score -1.150672e+07 nChanged 41007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -11529942.000000 Penalty: 5637.617676
	Iteration 1F: 3 clusters Score -1.152994e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -11530872.000000 Penalty: 5637.617676
	Iteration 2Q: 3 clusters Score -1.153087e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -11532279.000000 Penalty: 5637.617676
	Iteration 3Q: 3 clusters Score -1.153228e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -11534506.000000 Penalty: 5637.617676
	Iteration 4F: 3 clusters Score -1.153451e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -11537751.000000 Penalty: 5637.617676
	Iteration 5F: 3 clusters Score -1.153775e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -11541846.000000 Penalty: 5637.617676
	Iteration 6F: 3 clusters Score -1.154185e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -11546394.000000 Penalty: 5637.617676
	Iteration 7F: 3 clusters Score -1.154639e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -11550283.000000 Penalty: 5637.617676
	Iteration 8F: 3 clusters Score -1.155028e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -11553481.000000 Penalty: 5637.617676
	Iteration 9Q: 3 clusters Score -1.155348e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -11555572.000000 Penalty: 5637.617676
	Iteration 10Q: 3 clusters Score -1.155557e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -11556936.000000 Penalty: 5637.617676
	Iteration 11Q: 3 clusters Score -1.155694e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -11557719.000000 Penalty: 5637.617676
	Iteration 12Q: 3 clusters Score -1.155772e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -11558185.000000 Penalty: 5637.617676
	Iteration 13Q: 3 clusters Score -1.155818e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70561 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -11558535.000000 Penalty: 5637.617676
	Iteration 14Q: 3 clusters Score -1.155854e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -11558943.000000 Penalty: 5637.617676
	Iteration 15Q: 3 clusters Score -1.155894e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -11559255.000000 Penalty: 5637.617676
	Iteration 16Q: 3 clusters Score -1.155926e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -11559550.000000 Penalty: 5637.617676
	Iteration 17Q: 3 clusters Score -1.155955e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -11559917.000000 Penalty: 5637.617676
	Iteration 18Q: 3 clusters Score -1.155992e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -11560162.000000 Penalty: 5637.617676
	Iteration 19Q: 3 clusters Score -1.156016e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -11560405.000000 Penalty: 5637.617676
	Iteration 20F: 3 clusters Score -1.15604e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -11560712.000000 Penalty: 5637.617676
	Iteration 21Q: 3 clusters Score -1.156071e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76947 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -11560943.000000 Penalty: 5637.617676
	Iteration 22Q: 3 clusters Score -1.156094e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -11561164.000000 Penalty: 5637.617676
	Iteration 23Q: 3 clusters Score -1.156116e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -11561347.000000 Penalty: 5637.617676
	Iteration 24Q: 3 clusters Score -1.156135e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -11561492.000000 Penalty: 5637.617676
	Iteration 25Q: 3 clusters Score -1.156149e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -11561633.000000 Penalty: 5637.617676
	Iteration 26Q: 3 clusters Score -1.156163e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -11561725.000000 Penalty: 5637.617676
	Iteration 27Q: 3 clusters Score -1.156172e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -11561856.000000 Penalty: 5637.617676
	Iteration 28Q: 3 clusters Score -1.156186e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -11561965.000000 Penalty: 5637.617676
	Iteration 29Q: 3 clusters Score -1.156196e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -11562098.000000 Penalty: 5637.617676
	Iteration 30Q: 3 clusters Score -1.15621e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -11562178.000000 Penalty: 5637.617676
	Iteration 31Q: 3 clusters Score -1.156218e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -11562210.000000 Penalty: 5637.617676
	Iteration 32Q: 3 clusters Score -1.156221e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -11562289.000000 Penalty: 5637.617676
	Iteration 33Q: 3 clusters Score -1.156229e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -11562342.000000 Penalty: 5637.617676
	Iteration 34Q: 3 clusters Score -1.156234e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -11562368.000000 Penalty: 5637.617676
	Iteration 35Q: 3 clusters Score -1.156237e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -11562396.000000 Penalty: 5637.617676
	Iteration 36Q: 3 clusters Score -1.15624e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -11562453.000000 Penalty: 5637.617676
	Iteration 37Q: 3 clusters Score -1.156245e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -11562468.000000 Penalty: 5637.617676
	Iteration 38Q: 3 clusters Score -1.156247e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -11562486.000000 Penalty: 5637.617676
	Iteration 39Q: 3 clusters Score -1.156249e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -11562474.000000 Penalty: 5637.617676
	Iteration 40F: 3 clusters Score -1.156247e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -11562508.000000 Penalty: 5637.617676
	Iteration 41Q: 3 clusters Score -1.156251e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -11562520.000000 Penalty: 5637.617676
	Iteration 42Q: 3 clusters Score -1.156252e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -11562543.000000 Penalty: 5637.617676
	Iteration 43Q: 3 clusters Score -1.156254e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -11562562.000000 Penalty: 5637.617676
	Iteration 44Q: 3 clusters Score -1.156256e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -11562561.000000 Penalty: 5637.617676
	Iteration 45Q: 3 clusters Score -1.156256e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -11562605.000000 Penalty: 5637.617676
	Iteration 46Q: 3 clusters Score -1.15626e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -11562600.000000 Penalty: 5637.617676
	Iteration 47Q: 3 clusters Score -1.15626e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -11562616.000000 Penalty: 5637.617676
	Iteration 48Q: 3 clusters Score -1.156262e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -11562614.000000 Penalty: 5637.617676
	Iteration 49Q: 3 clusters Score -1.156261e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83065 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -11562612.000000 Penalty: 5637.617676
	Iteration 50Q: 3 clusters Score -1.156261e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -11562638.000000 Penalty: 5637.617676
	Iteration 51Q: 3 clusters Score -1.156264e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83164 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -11562665.000000 Penalty: 5637.617676
	Iteration 52Q: 3 clusters Score -1.156266e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -11562655.000000 Penalty: 5637.617676
	Iteration 53Q: 3 clusters Score -1.156266e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -11562669.000000 Penalty: 5637.617676
	Iteration 54Q: 3 clusters Score -1.156267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -11562672.000000 Penalty: 5637.617676
	Iteration 55Q: 3 clusters Score -1.156267e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -11562679.000000 Penalty: 5637.617676
	Iteration 56Q: 3 clusters Score -1.156268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -11562688.000000 Penalty: 5637.617676
	Iteration 57Q: 3 clusters Score -1.156269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -11562685.000000 Penalty: 5637.617676
	Iteration 58Q: 3 clusters Score -1.156268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -11562684.000000 Penalty: 5637.617676
	Iteration 59Q: 3 clusters Score -1.156268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -11562689.000000 Penalty: 5637.617676
	Iteration 60F: 3 clusters Score -1.156269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -11562700.000000 Penalty: 5637.617676
	Iteration 61Q: 3 clusters Score -1.15627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -11562720.000000 Penalty: 5637.617676
	Iteration 62Q: 3 clusters Score -1.156272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -11562724.000000 Penalty: 5637.617676
	Iteration 63Q: 3 clusters Score -1.156272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -11562726.000000 Penalty: 5637.617676
	Iteration 64Q: 3 clusters Score -1.156273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -11562731.000000 Penalty: 5637.617676
	Iteration 65Q: 3 clusters Score -1.156273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -11562731.000000 Penalty: 5637.617676
	Iteration 66Q: 3 clusters Score -1.156273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -11562716.000000 Penalty: 5637.617676
	Iteration 67Q: 3 clusters Score -1.156272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -11562723.000000 Penalty: 5637.617676
	Iteration 68Q: 3 clusters Score -1.156272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -11562729.000000 Penalty: 5637.617676
	Iteration 69Q: 3 clusters Score -1.156273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -11562727.000000 Penalty: 5637.617676
	Iteration 70Q: 3 clusters Score -1.156273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -11562727.000000 Penalty: 5637.617676
	Iteration 71F: 3 clusters Score -1.156273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Entering Unmasked Estep 
Score: -6692623.500000 Penalty: 2689.467529
	Iteration 0F: 2 clusters Score -6692624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -6657959.500000 Penalty: 5378.935059
	Iteration 0F: 3 clusters Score -6657960 nChanged 23712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -6671193.000000 Penalty: 5378.935059
	Iteration 1F: 3 clusters Score -6671193 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -6671735.000000 Penalty: 5378.935059
	Iteration 2Q: 3 clusters Score -6671735 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -6672253.500000 Penalty: 5378.935059
	Iteration 3Q: 3 clusters Score -6672254 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -6672778.500000 Penalty: 5378.935059
	Iteration 4Q: 3 clusters Score -6672778 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -6673364.000000 Penalty: 5378.935059
	Iteration 5Q: 3 clusters Score -6673364 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -6674097.500000 Penalty: 5378.935059
	Iteration 6Q: 3 clusters Score -6674098 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -6674938.000000 Penalty: 5378.935059
	Iteration 7Q: 3 clusters Score -6674938 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -6676041.500000 Penalty: 5378.935059
	Iteration 8Q: 3 clusters Score -6676042 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -6677485.500000 Penalty: 5378.935059
	Iteration 9F: 3 clusters Score -6677486 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -6679157.500000 Penalty: 5378.935059
	Iteration 10F: 3 clusters Score -6679158 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -6680946.000000 Penalty: 5378.935059
	Iteration 11F: 3 clusters Score -6680946 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -6682441.000000 Penalty: 5378.935059
	Iteration 12Q: 3 clusters Score -6682441 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -6683647.500000 Penalty: 5378.935059
	Iteration 13Q: 3 clusters Score -6683648 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -6684723.000000 Penalty: 5378.935059
	Iteration 14Q: 3 clusters Score -6684723 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -6685766.500000 Penalty: 5378.935059
	Iteration 15Q: 3 clusters Score -6685766 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6686869.500000 Penalty: 5378.935059
	Iteration 16Q: 3 clusters Score -6686870 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6688162.500000 Penalty: 5378.935059
	Iteration 17Q: 3 clusters Score -6688162 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6689209.500000 Penalty: 5378.935059
	Iteration 18Q: 3 clusters Score -6689210 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6689800.000000 Penalty: 5378.935059
	Iteration 19Q: 3 clusters Score -6689800 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6690039.000000 Penalty: 5378.935059
	Iteration 20F: 3 clusters Score -6690039 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6690122.500000 Penalty: 5378.935059
	Iteration 21Q: 3 clusters Score -6690122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6690164.000000 Penalty: 5378.935059
	Iteration 22Q: 3 clusters Score -6690164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6690198.000000 Penalty: 5378.935059
	Iteration 23Q: 3 clusters Score -6690198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6690228.000000 Penalty: 5378.935059
	Iteration 24Q: 3 clusters Score -6690228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6690238.500000 Penalty: 5378.935059
	Iteration 25Q: 3 clusters Score -6690238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6690250.500000 Penalty: 5378.935059
	Iteration 26Q: 3 clusters Score -6690250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6690252.500000 Penalty: 5378.935059
	Iteration 27Q: 3 clusters Score -6690252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6690268.000000 Penalty: 5378.935059
	Iteration 28Q: 3 clusters Score -6690268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6690279.500000 Penalty: 5378.935059
	Iteration 29Q: 3 clusters Score -6690280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6690286.500000 Penalty: 5378.935059
	Iteration 30Q: 3 clusters Score -6690286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6690291.000000 Penalty: 5378.935059
	Iteration 31Q: 3 clusters Score -6690291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6690298.000000 Penalty: 5378.935059
	Iteration 32Q: 3 clusters Score -6690298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6690310.000000 Penalty: 5378.935059
	Iteration 33Q: 3 clusters Score -6690310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6690320.500000 Penalty: 5378.935059
	Iteration 34Q: 3 clusters Score -6690320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6690323.500000 Penalty: 5378.935059
	Iteration 35Q: 3 clusters Score -6690324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6690320.500000 Penalty: 5378.935059
	Iteration 36Q: 3 clusters Score -6690320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6690328.000000 Penalty: 5378.935059
	Iteration 37Q: 3 clusters Score -6690328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6690328.000000 Penalty: 5378.935059
	Iteration 38F: 3 clusters Score -6690328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -287846.937500 Penalty: 1929.618774
	Iteration 0F: 2 clusters Score -287846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -285066.031250 Penalty: 3859.237549
	Iteration 0F: 3 clusters Score -285066 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -286073.312500 Penalty: 3859.237549
	Iteration 1F: 3 clusters Score -286073.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -287220.781250 Penalty: 3859.237549
	Iteration 2F: 3 clusters Score -287220.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -289117.437500 Penalty: 3859.237549
	Iteration 3F: 3 clusters Score -289117.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -290098.218750 Penalty: 3859.237549
	Iteration 4F: 3 clusters Score -290098.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -290430.687500 Penalty: 3859.237549
	Iteration 5F: 3 clusters Score -290430.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -290569.375000 Penalty: 3859.237549
	Iteration 6Q: 3 clusters Score -290569.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -290632.625000 Penalty: 3859.237549
	Iteration 7Q: 3 clusters Score -290632.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -290694.250000 Penalty: 3859.237549
	Iteration 8Q: 3 clusters Score -290694.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -290762.750000 Penalty: 3859.237549
	Iteration 9Q: 3 clusters Score -290762.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -290827.906250 Penalty: 3859.237549
	Iteration 10Q: 3 clusters Score -290827.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -290884.843750 Penalty: 3859.237549
	Iteration 11Q: 3 clusters Score -290884.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -290920.000000 Penalty: 3859.237549
	Iteration 12Q: 3 clusters Score -290920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -290941.625000 Penalty: 3859.237549
	Iteration 13Q: 3 clusters Score -290941.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -290969.156250 Penalty: 3859.237549
	Iteration 14Q: 3 clusters Score -290969.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -290980.156250 Penalty: 3859.237549
	Iteration 15Q: 3 clusters Score -290980.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -290988.687500 Penalty: 3859.237549
	Iteration 16Q: 3 clusters Score -290988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -291006.375000 Penalty: 3859.237549
	Iteration 17Q: 3 clusters Score -291006.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -291055.125000 Penalty: 3859.237549
	Iteration 18Q: 3 clusters Score -291055.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -291203.062500 Penalty: 3859.237549
	Iteration 19Q: 3 clusters Score -291203.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -291499.625000 Penalty: 3859.237549
	Iteration 20F: 3 clusters Score -291499.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -291744.406250 Penalty: 3859.237549
	Iteration 21Q: 3 clusters Score -291744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -291753.781250 Penalty: 3859.237549
	Iteration 22Q: 3 clusters Score -291753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -291753.781250 Penalty: 3859.237549
	Iteration 23F: 3 clusters Score -291753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 69786 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 176246 members 
Mstep: Class 6 contains 86350 members 
Mstep: Class 7 contains 51258 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1492 members 
Mstep: Class 10 contains 162913 members 
Mstep: Class 11 contains 27991 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 14 contains 24184 members 
Mstep: Class 15 contains 150539 members 
Mstep: Class 16 contains 3569 members 
Mstep: Class 17 contains 173278 members 
Mstep: Class 18 contains 2762 members 
Entering Unmasked Estep 
Score: -144363760.000000 Penalty: 58630.867188
Splitting cluster 8 changes total score from -144361008.000000 to -144363760.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 10 (162913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162913 members 
Entering Unmasked Estep 
Score: -21856150.000000 Penalty: 2976.240967
	Iteration 0F: 2 clusters Score -2.185615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 81205 members 
Entering Unmasked Estep 
Score: -21747764.000000 Penalty: 5952.481934
	Iteration 0F: 3 clusters Score -2.174776e+07 nChanged 77956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 78689 members 
Entering Unmasked Estep 
Score: -21792960.000000 Penalty: 5952.481934
	Iteration 1F: 3 clusters Score -2.179296e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -21793806.000000 Penalty: 5952.481934
	Iteration 2Q: 3 clusters Score -2.179381e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -21794824.000000 Penalty: 5952.481934
	Iteration 3Q: 3 clusters Score -2.179482e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -21796348.000000 Penalty: 5952.481934
	Iteration 4Q: 3 clusters Score -2.179635e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -21799010.000000 Penalty: 5952.481934
	Iteration 5Q: 3 clusters Score -2.179901e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109206 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -21804664.000000 Penalty: 5952.481934
	Iteration 6F: 3 clusters Score -2.180466e+07 nChanged 13340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122540 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -21814906.000000 Penalty: 5952.481934
	Iteration 7F: 3 clusters Score -2.181491e+07 nChanged 15892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138430 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -21829546.000000 Penalty: 5952.481934
	Iteration 8F: 3 clusters Score -2.182955e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152176 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -21843550.000000 Penalty: 5952.481934
	Iteration 9F: 3 clusters Score -2.184355e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159633 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -21850792.000000 Penalty: 5952.481934
	Iteration 10Q: 3 clusters Score -2.185079e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162022 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -21852754.000000 Penalty: 5952.481934
	Iteration 11Q: 3 clusters Score -2.185275e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162538 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21853214.000000 Penalty: 5952.481934
	Iteration 12Q: 3 clusters Score -2.185321e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162647 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21853394.000000 Penalty: 5952.481934
	Iteration 13Q: 3 clusters Score -2.185339e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162671 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21853452.000000 Penalty: 5952.481934
	Iteration 14Q: 3 clusters Score -2.185345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162690 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21853498.000000 Penalty: 5952.481934
	Iteration 15Q: 3 clusters Score -2.18535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162701 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21853514.000000 Penalty: 5952.481934
	Iteration 16Q: 3 clusters Score -2.185351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162703 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21853526.000000 Penalty: 5952.481934
	Iteration 17Q: 3 clusters Score -2.185353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162704 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21853536.000000 Penalty: 5952.481934
	Iteration 18Q: 3 clusters Score -2.185354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21853548.000000 Penalty: 5952.481934
	Iteration 19Q: 3 clusters Score -2.185355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162708 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21853562.000000 Penalty: 5952.481934
	Iteration 20F: 3 clusters Score -2.185356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Entering Unmasked Estep 
Score: -3797114.500000 Penalty: 2539.430420
	Iteration 0F: 2 clusters Score -3797114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3777848.500000 Penalty: 5078.860840
	Iteration 0F: 3 clusters Score -3777848 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3784784.000000 Penalty: 5078.860840
	Iteration 1F: 3 clusters Score -3784784 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3785775.000000 Penalty: 5078.860840
	Iteration 2F: 3 clusters Score -3785775 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3786961.750000 Penalty: 5078.860840
	Iteration 3F: 3 clusters Score -3786962 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3788345.750000 Penalty: 5078.860840
	Iteration 4F: 3 clusters Score -3788346 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3789505.250000 Penalty: 5078.860840
	Iteration 5F: 3 clusters Score -3789505 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3790461.500000 Penalty: 5078.860840
	Iteration 6F: 3 clusters Score -3790462 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3791386.000000 Penalty: 5078.860840
	Iteration 7F: 3 clusters Score -3791386 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3792283.500000 Penalty: 5078.860840
	Iteration 8F: 3 clusters Score -3792284 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3793098.750000 Penalty: 5078.860840
	Iteration 9F: 3 clusters Score -3793099 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3793810.500000 Penalty: 5078.860840
	Iteration 10Q: 3 clusters Score -3793810 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3794407.250000 Penalty: 5078.860840
	Iteration 11Q: 3 clusters Score -3794407 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3794960.000000 Penalty: 5078.860840
	Iteration 12Q: 3 clusters Score -3794960 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3795439.250000 Penalty: 5078.860840
	Iteration 13Q: 3 clusters Score -3795439 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3795899.000000 Penalty: 5078.860840
	Iteration 14Q: 3 clusters Score -3795899 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -3796265.750000 Penalty: 5078.860840
	Iteration 15Q: 3 clusters Score -3796266 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3796550.000000 Penalty: 5078.860840
	Iteration 16Q: 3 clusters Score -3796550 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3796781.000000 Penalty: 5078.860840
	Iteration 17Q: 3 clusters Score -3796781 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3796965.000000 Penalty: 5078.860840
	Iteration 18Q: 3 clusters Score -3796965 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3797087.250000 Penalty: 5078.860840
	Iteration 19Q: 3 clusters Score -3797087 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3797164.000000 Penalty: 5078.860840
	Iteration 20F: 3 clusters Score -3797164 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3797197.500000 Penalty: 5078.860840
	Iteration 21Q: 3 clusters Score -3797198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3797236.750000 Penalty: 5078.860840
	Iteration 22Q: 3 clusters Score -3797237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3797260.000000 Penalty: 5078.860840
	Iteration 23Q: 3 clusters Score -3797260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3797261.000000 Penalty: 5078.860840
	Iteration 24Q: 3 clusters Score -3797261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3797278.500000 Penalty: 5078.860840
	Iteration 25Q: 3 clusters Score -3797278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3797291.750000 Penalty: 5078.860840
	Iteration 26Q: 3 clusters Score -3797292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3797295.750000 Penalty: 5078.860840
	Iteration 27Q: 3 clusters Score -3797296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3797302.750000 Penalty: 5078.860840
	Iteration 28Q: 3 clusters Score -3797303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3797309.750000 Penalty: 5078.860840
	Iteration 29Q: 3 clusters Score -3797310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3797324.500000 Penalty: 5078.860840
	Iteration 30Q: 3 clusters Score -3797324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3797324.750000 Penalty: 5078.860840
	Iteration 31Q: 3 clusters Score -3797325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3797337.250000 Penalty: 5078.860840
	Iteration 32Q: 3 clusters Score -3797337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3797335.250000 Penalty: 5078.860840
	Iteration 33Q: 3 clusters Score -3797335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3797334.000000 Penalty: 5078.860840
	Iteration 34Q: 3 clusters Score -3797334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3797338.000000 Penalty: 5078.860840
	Iteration 35Q: 3 clusters Score -3797338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3797342.000000 Penalty: 5078.860840
	Iteration 36Q: 3 clusters Score -3797342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -3797347.000000 Penalty: 5078.860840
	Iteration 37Q: 3 clusters Score -3797347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3797348.250000 Penalty: 5078.860840
	Iteration 38Q: 3 clusters Score -3797348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3797348.750000 Penalty: 5078.860840
	Iteration 39Q: 3 clusters Score -3797349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3797346.500000 Penalty: 5078.860840
	Iteration 40F: 3 clusters Score -3797346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3797347.000000 Penalty: 5078.860840
	Iteration 41Q: 3 clusters Score -3797347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3797347.000000 Penalty: 5078.860840
	Iteration 42F: 3 clusters Score -3797347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 69786 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 176246 members 
Mstep: Class 6 contains 86350 members 
Mstep: Class 7 contains 51258 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1492 members 
Mstep: Class 10 contains 162913 members 
Mstep: Class 11 contains 1889 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 13 contains 26102 members 
Mstep: Class 14 contains 24184 members 
Mstep: Class 15 contains 150539 members 
Mstep: Class 16 contains 3569 members 
Mstep: Class 17 contains 173278 members 
Mstep: Class 18 contains 2762 members 
Entering Unmasked Estep 
Score: -144362992.000000 Penalty: 62079.742188
Splitting cluster 11 changes total score from -144361008.000000 to -144362992.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 12 (12331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Entering Unmasked Estep 
Score: -1672267.125000 Penalty: 2336.128174
	Iteration 0F: 2 clusters Score -1672267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1663197.000000 Penalty: 4672.256348
	Iteration 0F: 3 clusters Score -1663197 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1665916.125000 Penalty: 4672.256348
	Iteration 1F: 3 clusters Score -1665916 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1666265.625000 Penalty: 4672.256348
	Iteration 2F: 3 clusters Score -1666266 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1666596.375000 Penalty: 4672.256348
	Iteration 3F: 3 clusters Score -1666596 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1666910.250000 Penalty: 4672.256348
	Iteration 4Q: 3 clusters Score -1666910 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1667249.125000 Penalty: 4672.256348
	Iteration 5Q: 3 clusters Score -1667249 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1667652.125000 Penalty: 4672.256348
	Iteration 6F: 3 clusters Score -1667652 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1668096.375000 Penalty: 4672.256348
	Iteration 7F: 3 clusters Score -1668096 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1668569.125000 Penalty: 4672.256348
	Iteration 8F: 3 clusters Score -1668569 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1668995.375000 Penalty: 4672.256348
	Iteration 9Q: 3 clusters Score -1668995 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1669358.750000 Penalty: 4672.256348
	Iteration 10Q: 3 clusters Score -1669359 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1669613.250000 Penalty: 4672.256348
	Iteration 11Q: 3 clusters Score -1669613 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1669810.125000 Penalty: 4672.256348
	Iteration 12Q: 3 clusters Score -1669810 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1669941.000000 Penalty: 4672.256348
	Iteration 13Q: 3 clusters Score -1669941 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1670054.250000 Penalty: 4672.256348
	Iteration 14Q: 3 clusters Score -1670054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1670122.500000 Penalty: 4672.256348
	Iteration 15Q: 3 clusters Score -1670122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1670165.250000 Penalty: 4672.256348
	Iteration 16Q: 3 clusters Score -1670165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1670194.875000 Penalty: 4672.256348
	Iteration 17Q: 3 clusters Score -1670195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1670220.500000 Penalty: 4672.256348
	Iteration 18Q: 3 clusters Score -1670220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1670242.250000 Penalty: 4672.256348
	Iteration 19Q: 3 clusters Score -1670242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1670274.000000 Penalty: 4672.256348
	Iteration 20F: 3 clusters Score -1670274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1670291.250000 Penalty: 4672.256348
	Iteration 21Q: 3 clusters Score -1670291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1670297.625000 Penalty: 4672.256348
	Iteration 22Q: 3 clusters Score -1670298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1670301.250000 Penalty: 4672.256348
	Iteration 23Q: 3 clusters Score -1670301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1670303.000000 Penalty: 4672.256348
	Iteration 24Q: 3 clusters Score -1670303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1670306.375000 Penalty: 4672.256348
	Iteration 25Q: 3 clusters Score -1670306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1670309.375000 Penalty: 4672.256348
	Iteration 26Q: 3 clusters Score -1670309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1670309.375000 Penalty: 4672.256348
	Iteration 27F: 3 clusters Score -1670309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Entering Unmasked Estep 
Score: -3291162.750000 Penalty: 2503.174805
	Iteration 0F: 2 clusters Score -3291163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3274532.000000 Penalty: 5006.349609
	Iteration 0F: 3 clusters Score -3274532 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3280163.500000 Penalty: 5006.349609
	Iteration 1F: 3 clusters Score -3280164 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3280615.250000 Penalty: 5006.349609
	Iteration 2F: 3 clusters Score -3280615 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3281043.250000 Penalty: 5006.349609
	Iteration 3Q: 3 clusters Score -3281043 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3281407.250000 Penalty: 5006.349609
	Iteration 4Q: 3 clusters Score -3281407 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3281789.750000 Penalty: 5006.349609
	Iteration 5Q: 3 clusters Score -3281790 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3282186.250000 Penalty: 5006.349609
	Iteration 6Q: 3 clusters Score -3282186 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3282629.750000 Penalty: 5006.349609
	Iteration 7Q: 3 clusters Score -3282630 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3283157.250000 Penalty: 5006.349609
	Iteration 8Q: 3 clusters Score -3283157 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3283828.000000 Penalty: 5006.349609
	Iteration 9Q: 3 clusters Score -3283828 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3284564.250000 Penalty: 5006.349609
	Iteration 10Q: 3 clusters Score -3284564 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3285247.250000 Penalty: 5006.349609
	Iteration 11Q: 3 clusters Score -3285247 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3285785.000000 Penalty: 5006.349609
	Iteration 12Q: 3 clusters Score -3285785 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3286200.000000 Penalty: 5006.349609
	Iteration 13Q: 3 clusters Score -3286200 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3286509.250000 Penalty: 5006.349609
	Iteration 14Q: 3 clusters Score -3286509 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3286724.250000 Penalty: 5006.349609
	Iteration 15Q: 3 clusters Score -3286724 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3286884.750000 Penalty: 5006.349609
	Iteration 16Q: 3 clusters Score -3286885 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3287042.250000 Penalty: 5006.349609
	Iteration 17Q: 3 clusters Score -3287042 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3287183.750000 Penalty: 5006.349609
	Iteration 18Q: 3 clusters Score -3287184 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3287302.250000 Penalty: 5006.349609
	Iteration 19Q: 3 clusters Score -3287302 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3287419.000000 Penalty: 5006.349609
	Iteration 20F: 3 clusters Score -3287419 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3287533.750000 Penalty: 5006.349609
	Iteration 21Q: 3 clusters Score -3287534 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3287642.500000 Penalty: 5006.349609
	Iteration 22Q: 3 clusters Score -3287642 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3287761.500000 Penalty: 5006.349609
	Iteration 23Q: 3 clusters Score -3287762 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3287895.000000 Penalty: 5006.349609
	Iteration 24Q: 3 clusters Score -3287895 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3288029.000000 Penalty: 5006.349609
	Iteration 25Q: 3 clusters Score -3288029 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3288146.750000 Penalty: 5006.349609
	Iteration 26Q: 3 clusters Score -3288147 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3288234.750000 Penalty: 5006.349609
	Iteration 27Q: 3 clusters Score -3288235 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3288325.000000 Penalty: 5006.349609
	Iteration 28Q: 3 clusters Score -3288325 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3288396.500000 Penalty: 5006.349609
	Iteration 29Q: 3 clusters Score -3288396 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3288477.000000 Penalty: 5006.349609
	Iteration 30Q: 3 clusters Score -3288477 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3288540.000000 Penalty: 5006.349609
	Iteration 31Q: 3 clusters Score -3288540 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3288580.750000 Penalty: 5006.349609
	Iteration 32Q: 3 clusters Score -3288581 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3288631.000000 Penalty: 5006.349609
	Iteration 33Q: 3 clusters Score -3288631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3288672.500000 Penalty: 5006.349609
	Iteration 34Q: 3 clusters Score -3288672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3288714.000000 Penalty: 5006.349609
	Iteration 35Q: 3 clusters Score -3288714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3288736.750000 Penalty: 5006.349609
	Iteration 36Q: 3 clusters Score -3288737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3288759.250000 Penalty: 5006.349609
	Iteration 37Q: 3 clusters Score -3288759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3288773.500000 Penalty: 5006.349609
	Iteration 38Q: 3 clusters Score -3288774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3288788.250000 Penalty: 5006.349609
	Iteration 39Q: 3 clusters Score -3288788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3288814.000000 Penalty: 5006.349609
	Iteration 40F: 3 clusters Score -3288814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3288825.500000 Penalty: 5006.349609
	Iteration 41Q: 3 clusters Score -3288826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3288835.250000 Penalty: 5006.349609
	Iteration 42Q: 3 clusters Score -3288835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3288841.750000 Penalty: 5006.349609
	Iteration 43Q: 3 clusters Score -3288842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3288844.000000 Penalty: 5006.349609
	Iteration 44Q: 3 clusters Score -3288844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3288846.000000 Penalty: 5006.349609
	Iteration 45Q: 3 clusters Score -3288846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3288845.000000 Penalty: 5006.349609
	Iteration 46Q: 3 clusters Score -3288845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3288849.250000 Penalty: 5006.349609
	Iteration 47Q: 3 clusters Score -3288849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3288853.250000 Penalty: 5006.349609
	Iteration 48Q: 3 clusters Score -3288853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3288852.500000 Penalty: 5006.349609
	Iteration 49Q: 3 clusters Score -3288852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3288853.250000 Penalty: 5006.349609
	Iteration 50Q: 3 clusters Score -3288853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3288855.750000 Penalty: 5006.349609
	Iteration 51Q: 3 clusters Score -3288856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3288854.000000 Penalty: 5006.349609
	Iteration 52Q: 3 clusters Score -3288854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3288857.000000 Penalty: 5006.349609
	Iteration 53Q: 3 clusters Score -3288857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3288857.000000 Penalty: 5006.349609
	Iteration 54F: 3 clusters Score -3288857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (150539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150539 members 
Entering Unmasked Estep 
Score: -20204568.000000 Penalty: 2956.650391
	Iteration 0F: 2 clusters Score -2.020457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -20104468.000000 Penalty: 5913.300781
	Iteration 0F: 3 clusters Score -2.010447e+07 nChanged 71578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -20146174.000000 Penalty: 5913.300781
	Iteration 1F: 3 clusters Score -2.014617e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -20147376.000000 Penalty: 5913.300781
	Iteration 2Q: 3 clusters Score -2.014738e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 85196 members 
Entering Unmasked Estep 
Score: -20149060.000000 Penalty: 5913.300781
	Iteration 3Q: 3 clusters Score -2.014906e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 90914 members 
Entering Unmasked Estep 
Score: -20151788.000000 Penalty: 5913.300781
	Iteration 4Q: 3 clusters Score -2.015179e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 99263 members 
Entering Unmasked Estep 
Score: -20156438.000000 Penalty: 5913.300781
	Iteration 5F: 3 clusters Score -2.015644e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
Score: -20164652.000000 Penalty: 5913.300781
	Iteration 6F: 3 clusters Score -2.016465e+07 nChanged 13667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 124227 members 
Entering Unmasked Estep 
Score: -20177236.000000 Penalty: 5913.300781
	Iteration 7F: 3 clusters Score -2.017724e+07 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 136764 members 
Entering Unmasked Estep 
Score: -20189820.000000 Penalty: 5913.300781
	Iteration 8F: 3 clusters Score -2.018982e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 144536 members 
Entering Unmasked Estep 
Score: -20197596.000000 Penalty: 5913.300781
	Iteration 9F: 3 clusters Score -2.01976e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 147808 members 
Entering Unmasked Estep 
Score: -20200668.000000 Penalty: 5913.300781
	Iteration 10Q: 3 clusters Score -2.020067e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 148927 members 
Entering Unmasked Estep 
Score: -20201696.000000 Penalty: 5913.300781
	Iteration 11Q: 3 clusters Score -2.02017e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -20202124.000000 Penalty: 5913.300781
	Iteration 12Q: 3 clusters Score -2.020212e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 149428 members 
Entering Unmasked Estep 
Score: -20202426.000000 Penalty: 5913.300781
	Iteration 13Q: 3 clusters Score -2.020243e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 149463 members 
Entering Unmasked Estep 
Score: -20202616.000000 Penalty: 5913.300781
	Iteration 14Q: 3 clusters Score -2.020262e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 149447 members 
Entering Unmasked Estep 
Score: -20202724.000000 Penalty: 5913.300781
	Iteration 15Q: 3 clusters Score -2.020272e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 149423 members 
Entering Unmasked Estep 
Score: -20202754.000000 Penalty: 5913.300781
	Iteration 16Q: 3 clusters Score -2.020275e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 149412 members 
Entering Unmasked Estep 
Score: -20202824.000000 Penalty: 5913.300781
	Iteration 17Q: 3 clusters Score -2.020282e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 149401 members 
Entering Unmasked Estep 
Score: -20202906.000000 Penalty: 5913.300781
	Iteration 18Q: 3 clusters Score -2.020291e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -20202974.000000 Penalty: 5913.300781
	Iteration 19Q: 3 clusters Score -2.020297e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 149346 members 
Entering Unmasked Estep 
Score: -20203018.000000 Penalty: 5913.300781
	Iteration 20F: 3 clusters Score -2.020302e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -20203034.000000 Penalty: 5913.300781
	Iteration 21Q: 3 clusters Score -2.020303e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 149276 members 
Entering Unmasked Estep 
Score: -20203052.000000 Penalty: 5913.300781
	Iteration 22Q: 3 clusters Score -2.020305e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 149254 members 
Entering Unmasked Estep 
Score: -20203096.000000 Penalty: 5913.300781
	Iteration 23Q: 3 clusters Score -2.02031e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 149245 members 
Entering Unmasked Estep 
Score: -20203090.000000 Penalty: 5913.300781
	Iteration 24Q: 3 clusters Score -2.020309e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 149235 members 
Entering Unmasked Estep 
Score: -20203118.000000 Penalty: 5913.300781
	Iteration 25Q: 3 clusters Score -2.020312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 149236 members 
Entering Unmasked Estep 
Score: -20203140.000000 Penalty: 5913.300781
	Iteration 26Q: 3 clusters Score -2.020314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 149234 members 
Entering Unmasked Estep 
Score: -20203126.000000 Penalty: 5913.300781
	Iteration 27Q: 3 clusters Score -2.020313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 149226 members 
Entering Unmasked Estep 
Score: -20203156.000000 Penalty: 5913.300781
	Iteration 28Q: 3 clusters Score -2.020316e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 149213 members 
Entering Unmasked Estep 
Score: -20203168.000000 Penalty: 5913.300781
	Iteration 29Q: 3 clusters Score -2.020317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -20203172.000000 Penalty: 5913.300781
	Iteration 30Q: 3 clusters Score -2.020317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 149200 members 
Entering Unmasked Estep 
Score: -20203158.000000 Penalty: 5913.300781
	Iteration 31Q: 3 clusters Score -2.020316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 149195 members 
Entering Unmasked Estep 
Score: -20203168.000000 Penalty: 5913.300781
	Iteration 32Q: 3 clusters Score -2.020317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 149192 members 
Entering Unmasked Estep 
Score: -20203184.000000 Penalty: 5913.300781
	Iteration 33Q: 3 clusters Score -2.020318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 149188 members 
Entering Unmasked Estep 
Score: -20203198.000000 Penalty: 5913.300781
	Iteration 34Q: 3 clusters Score -2.02032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 149182 members 
Entering Unmasked Estep 
Score: -20203214.000000 Penalty: 5913.300781
	Iteration 35Q: 3 clusters Score -2.020321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 149180 members 
Entering Unmasked Estep 
Score: -20203200.000000 Penalty: 5913.300781
	Iteration 36Q: 3 clusters Score -2.02032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 149181 members 
Entering Unmasked Estep 
Score: -20203218.000000 Penalty: 5913.300781
	Iteration 37Q: 3 clusters Score -2.020322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 149181 members 
Entering Unmasked Estep 
Score: -20203204.000000 Penalty: 5913.300781
	Iteration 38Q: 3 clusters Score -2.02032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 149182 members 
Entering Unmasked Estep 
Score: -20203212.000000 Penalty: 5913.300781
	Iteration 39Q: 3 clusters Score -2.020321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 149182 members 
Entering Unmasked Estep 
Score: -20203212.000000 Penalty: 5913.300781
	Iteration 40F: 3 clusters Score -2.020321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Entering Unmasked Estep 
Score: -456396.062500 Penalty: 2028.650024
	Iteration 0F: 2 clusters Score -456396.1 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 1772 members 
Entering Unmasked Estep 
Score: -452798.437500 Penalty: 4057.300049
	Iteration 0F: 3 clusters Score -452798.4 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -453623.343750 Penalty: 4057.300049
	Iteration 1F: 3 clusters Score -453623.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -453866.468750 Penalty: 4057.300049
	Iteration 2F: 3 clusters Score -453866.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -454021.500000 Penalty: 4057.300049
	Iteration 3F: 3 clusters Score -454021.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -454157.406250 Penalty: 4057.300049
	Iteration 4Q: 3 clusters Score -454157.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -454261.718750 Penalty: 4057.300049
	Iteration 5Q: 3 clusters Score -454261.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -454336.281250 Penalty: 4057.300049
	Iteration 6Q: 3 clusters Score -454336.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -454396.125000 Penalty: 4057.300049
	Iteration 7Q: 3 clusters Score -454396.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -454435.625000 Penalty: 4057.300049
	Iteration 8Q: 3 clusters Score -454435.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -454468.812500 Penalty: 4057.300049
	Iteration 9Q: 3 clusters Score -454468.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -454502.437500 Penalty: 4057.300049
	Iteration 10Q: 3 clusters Score -454502.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -454527.187500 Penalty: 4057.300049
	Iteration 11Q: 3 clusters Score -454527.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -454543.375000 Penalty: 4057.300049
	Iteration 12Q: 3 clusters Score -454543.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -454562.812500 Penalty: 4057.300049
	Iteration 13Q: 3 clusters Score -454562.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -454589.218750 Penalty: 4057.300049
	Iteration 14Q: 3 clusters Score -454589.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -454613.343750 Penalty: 4057.300049
	Iteration 15Q: 3 clusters Score -454613.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -454633.343750 Penalty: 4057.300049
	Iteration 16Q: 3 clusters Score -454633.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -454654.656250 Penalty: 4057.300049
	Iteration 17Q: 3 clusters Score -454654.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -454673.875000 Penalty: 4057.300049
	Iteration 18Q: 3 clusters Score -454673.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -454692.843750 Penalty: 4057.300049
	Iteration 19Q: 3 clusters Score -454692.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -454712.468750 Penalty: 4057.300049
	Iteration 20F: 3 clusters Score -454712.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -454730.000000 Penalty: 4057.300049
	Iteration 21Q: 3 clusters Score -454730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -454751.937500 Penalty: 4057.300049
	Iteration 22Q: 3 clusters Score -454751.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -454771.625000 Penalty: 4057.300049
	Iteration 23Q: 3 clusters Score -454771.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -454792.968750 Penalty: 4057.300049
	Iteration 24Q: 3 clusters Score -454793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -454808.437500 Penalty: 4057.300049
	Iteration 25Q: 3 clusters Score -454808.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -454820.656250 Penalty: 4057.300049
	Iteration 26Q: 3 clusters Score -454820.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -454830.281250 Penalty: 4057.300049
	Iteration 27Q: 3 clusters Score -454830.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -454841.593750 Penalty: 4057.300049
	Iteration 28Q: 3 clusters Score -454841.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -454851.156250 Penalty: 4057.300049
	Iteration 29Q: 3 clusters Score -454851.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -454859.656250 Penalty: 4057.300049
	Iteration 30Q: 3 clusters Score -454859.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -454867.187500 Penalty: 4057.300049
	Iteration 31Q: 3 clusters Score -454867.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -454876.906250 Penalty: 4057.300049
	Iteration 32Q: 3 clusters Score -454876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -454883.468750 Penalty: 4057.300049
	Iteration 33Q: 3 clusters Score -454883.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -454889.312500 Penalty: 4057.300049
	Iteration 34Q: 3 clusters Score -454889.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -454895.781250 Penalty: 4057.300049
	Iteration 35Q: 3 clusters Score -454895.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -454902.625000 Penalty: 4057.300049
	Iteration 36Q: 3 clusters Score -454902.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -454910.562500 Penalty: 4057.300049
	Iteration 37Q: 3 clusters Score -454910.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -454915.531250 Penalty: 4057.300049
	Iteration 38Q: 3 clusters Score -454915.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -454918.812500 Penalty: 4057.300049
	Iteration 39Q: 3 clusters Score -454918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -454921.406250 Penalty: 4057.300049
	Iteration 40F: 3 clusters Score -454921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -454922.562500 Penalty: 4057.300049
	Iteration 41Q: 3 clusters Score -454922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -454922.531250 Penalty: 4057.300049
	Iteration 42Q: 3 clusters Score -454922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -454922.875000 Penalty: 4057.300049
	Iteration 43Q: 3 clusters Score -454922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -454922.875000 Penalty: 4057.300049
	Iteration 44F: 3 clusters Score -454922.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173278 members 
Entering Unmasked Estep 
Score: -23372672.000000 Penalty: 2991.537842
	Iteration 0F: 2 clusters Score -2.337267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86954 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -23261102.000000 Penalty: 5983.075684
	Iteration 0F: 3 clusters Score -2.32611e+07 nChanged 83411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -23309564.000000 Penalty: 5983.075684
	Iteration 1F: 3 clusters Score -2.330956e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98204 members 
Mstep: Class 2 contains 75074 members 
Entering Unmasked Estep 
Score: -23311252.000000 Penalty: 5983.075684
	Iteration 2Q: 3 clusters Score -2.331125e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105083 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -23314340.000000 Penalty: 5983.075684
	Iteration 3Q: 3 clusters Score -2.331434e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -23320568.000000 Penalty: 5983.075684
	Iteration 4F: 3 clusters Score -2.332057e+07 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128838 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -23331550.000000 Penalty: 5983.075684
	Iteration 5F: 3 clusters Score -2.333155e+07 nChanged 16100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144722 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -23346480.000000 Penalty: 5983.075684
	Iteration 6F: 3 clusters Score -2.334648e+07 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158525 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -23360244.000000 Penalty: 5983.075684
	Iteration 7F: 3 clusters Score -2.336024e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166831 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -23367092.000000 Penalty: 5983.075684
	Iteration 8Q: 3 clusters Score -2.336709e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170470 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -23369284.000000 Penalty: 5983.075684
	Iteration 9Q: 3 clusters Score -2.336928e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171826 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23369836.000000 Penalty: 5983.075684
	Iteration 10Q: 3 clusters Score -2.336984e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172346 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -23370010.000000 Penalty: 5983.075684
	Iteration 11Q: 3 clusters Score -2.337001e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172573 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -23370058.000000 Penalty: 5983.075684
	Iteration 12Q: 3 clusters Score -2.337006e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172681 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -23370138.000000 Penalty: 5983.075684
	Iteration 13Q: 3 clusters Score -2.337014e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172723 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -23370110.000000 Penalty: 5983.075684
	Iteration 14Q: 3 clusters Score -2.337011e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172751 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -23370168.000000 Penalty: 5983.075684
	Iteration 15Q: 3 clusters Score -2.337017e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172773 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -23370202.000000 Penalty: 5983.075684
	Iteration 16Q: 3 clusters Score -2.33702e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172782 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -23370208.000000 Penalty: 5983.075684
	Iteration 17Q: 3 clusters Score -2.337021e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172791 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -23370264.000000 Penalty: 5983.075684
	Iteration 18Q: 3 clusters Score -2.337026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172802 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -23370258.000000 Penalty: 5983.075684
	Iteration 19Q: 3 clusters Score -2.337026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -23370260.000000 Penalty: 5983.075684
	Iteration 20F: 3 clusters Score -2.337026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172813 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -23370278.000000 Penalty: 5983.075684
	Iteration 21Q: 3 clusters Score -2.337028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172815 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -23370278.000000 Penalty: 5983.075684
	Iteration 22Q: 3 clusters Score -2.337028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172816 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -23370272.000000 Penalty: 5983.075684
	Iteration 23Q: 3 clusters Score -2.337027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172816 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -23370272.000000 Penalty: 5983.075684
	Iteration 24F: 3 clusters Score -2.337027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -335506.593750 Penalty: 1965.080200
	Iteration 0F: 2 clusters Score -335506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -332494.437500 Penalty: 3930.160400
	Iteration 0F: 3 clusters Score -332494.4 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -333575.437500 Penalty: 3930.160400
	Iteration 1F: 3 clusters Score -333575.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -334495.031250 Penalty: 3930.160400
	Iteration 2F: 3 clusters Score -334495 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -335118.000000 Penalty: 3930.160400
	Iteration 3F: 3 clusters Score -335118 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -335271.687500 Penalty: 3930.160400
	Iteration 4F: 3 clusters Score -335271.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -335340.562500 Penalty: 3930.160400
	Iteration 5Q: 3 clusters Score -335340.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -335380.062500 Penalty: 3930.160400
	Iteration 6Q: 3 clusters Score -335380.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -335408.031250 Penalty: 3930.160400
	Iteration 7Q: 3 clusters Score -335408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -335431.375000 Penalty: 3930.160400
	Iteration 8Q: 3 clusters Score -335431.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -335448.968750 Penalty: 3930.160400
	Iteration 9Q: 3 clusters Score -335449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -335456.843750 Penalty: 3930.160400
	Iteration 10Q: 3 clusters Score -335456.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -335465.281250 Penalty: 3930.160400
	Iteration 11Q: 3 clusters Score -335465.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -335470.656250 Penalty: 3930.160400
	Iteration 12Q: 3 clusters Score -335470.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -335473.968750 Penalty: 3930.160400
	Iteration 13Q: 3 clusters Score -335474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -335477.687500 Penalty: 3930.160400
	Iteration 14Q: 3 clusters Score -335477.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -335479.187500 Penalty: 3930.160400
	Iteration 15Q: 3 clusters Score -335479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -335482.375000 Penalty: 3930.160400
	Iteration 16Q: 3 clusters Score -335482.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -335486.656250 Penalty: 3930.160400
	Iteration 17Q: 3 clusters Score -335486.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -335490.312500 Penalty: 3930.160400
	Iteration 18Q: 3 clusters Score -335490.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -335494.250000 Penalty: 3930.160400
	Iteration 19Q: 3 clusters Score -335494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -335498.531250 Penalty: 3930.160400
	Iteration 20F: 3 clusters Score -335498.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -335505.125000 Penalty: 3930.160400
	Iteration 21Q: 3 clusters Score -335505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -335512.125000 Penalty: 3930.160400
	Iteration 22Q: 3 clusters Score -335512.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -335517.062500 Penalty: 3930.160400
	Iteration 23Q: 3 clusters Score -335517.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -335520.062500 Penalty: 3930.160400
	Iteration 24Q: 3 clusters Score -335520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -335521.343750 Penalty: 3930.160400
	Iteration 25Q: 3 clusters Score -335521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -335521.562500 Penalty: 3930.160400
	Iteration 26Q: 3 clusters Score -335521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -335524.687500 Penalty: 3930.160400
	Iteration 27Q: 3 clusters Score -335524.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -335526.125000 Penalty: 3930.160400
	Iteration 28Q: 3 clusters Score -335526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -335528.656250 Penalty: 3930.160400
	Iteration 29Q: 3 clusters Score -335528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -335530.156250 Penalty: 3930.160400
	Iteration 30Q: 3 clusters Score -335530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -335532.812500 Penalty: 3930.160400
	Iteration 31Q: 3 clusters Score -335532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -335534.000000 Penalty: 3930.160400
	Iteration 32Q: 3 clusters Score -335534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -335534.906250 Penalty: 3930.160400
	Iteration 33Q: 3 clusters Score -335534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -335535.812500 Penalty: 3930.160400
	Iteration 34Q: 3 clusters Score -335535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -335536.187500 Penalty: 3930.160400
	Iteration 35Q: 3 clusters Score -335536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -335537.125000 Penalty: 3930.160400
	Iteration 36Q: 3 clusters Score -335537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -335537.125000 Penalty: 3930.160400
	Iteration 37F: 3 clusters Score -335537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 69786 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 176246 members 
Mstep: Class 6 contains 86350 members 
Mstep: Class 7 contains 51258 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1492 members 
Mstep: Class 10 contains 162913 members 
Mstep: Class 11 contains 1889 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 13 contains 26102 members 
Mstep: Class 14 contains 24184 members 
Mstep: Class 15 contains 150539 members 
Mstep: Class 16 contains 3569 members 
Mstep: Class 17 contains 173278 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 1524 members 
Entering Unmasked Estep 
Score: -144361632.000000 Penalty: 65528.617188
Splitting cluster 18 changes total score from -144361008.000000 to -144361632.000000
So it's getting split into cluster 19.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 69786 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 176246 members 
Mstep: Class 6 contains 86350 members 
Mstep: Class 7 contains 51258 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 10 contains 162913 members 
Mstep: Class 11 contains 1889 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 14 contains 24184 members 
Mstep: Class 15 contains 150539 members 
Mstep: Class 16 contains 3569 members 
Mstep: Class 17 contains 173278 members 
Mstep: Class 18 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144362576.000000 Penalty: 65528.617188
Iteration 79Q: 20 clusters Score -1.443626e+08 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 140643 members 
Mstep: Class 2 contains 68834 members 
Mstep: Class 3 contains 10888 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 176320 members 
Mstep: Class 6 contains 86653 members 
Mstep: Class 7 contains 51250 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 162777 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 12272 members 
Mstep: Class 13 contains 25621 members 
Mstep: Class 14 contains 24257 members 
Mstep: Class 15 contains 151304 members 
Mstep: Class 16 contains 3579 members 
Mstep: Class 17 contains 173336 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144363936.000000 Penalty: 65528.617188
Iteration 80F: 20 clusters Score -1.443639e+08 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140758 members 
Mstep: Class 2 contains 67977 members 
Mstep: Class 3 contains 10956 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 176133 members 
Mstep: Class 6 contains 86877 members 
Mstep: Class 7 contains 51192 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1514 members 
Mstep: Class 10 contains 162313 members 
Mstep: Class 11 contains 2001 members 
Mstep: Class 12 contains 12206 members 
Mstep: Class 13 contains 26198 members 
Mstep: Class 14 contains 24284 members 
Mstep: Class 15 contains 151817 members 
Mstep: Class 16 contains 3587 members 
Mstep: Class 17 contains 173191 members 
Mstep: Class 18 contains 1348 members 
Mstep: Class 19 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144364416.000000 Penalty: 65528.617188
Iteration 81Q: 20 clusters Score -1.443644e+08 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140927 members 
Mstep: Class 2 contains 67224 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 176011 members 
Mstep: Class 6 contains 87115 members 
Mstep: Class 7 contains 51136 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 1532 members 
Mstep: Class 10 contains 161895 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 12132 members 
Mstep: Class 13 contains 26565 members 
Mstep: Class 14 contains 24331 members 
Mstep: Class 15 contains 152285 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 173104 members 
Mstep: Class 18 contains 1396 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144365008.000000 Penalty: 65528.617188
Iteration 82Q: 20 clusters Score -1.44365e+08 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141073 members 
Mstep: Class 2 contains 66566 members 
Mstep: Class 3 contains 11058 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 175970 members 
Mstep: Class 6 contains 87341 members 
Mstep: Class 7 contains 51088 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 1540 members 
Mstep: Class 10 contains 161415 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 12073 members 
Mstep: Class 13 contains 26834 members 
Mstep: Class 14 contains 24380 members 
Mstep: Class 15 contains 152776 members 
Mstep: Class 16 contains 3599 members 
Mstep: Class 17 contains 173050 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144365360.000000 Penalty: 65528.617188
Iteration 83Q: 20 clusters Score -1.443654e+08 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141243 members 
Mstep: Class 2 contains 65998 members 
Mstep: Class 3 contains 11099 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 175907 members 
Mstep: Class 6 contains 87569 members 
Mstep: Class 7 contains 51033 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 160914 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 11999 members 
Mstep: Class 13 contains 27042 members 
Mstep: Class 14 contains 24423 members 
Mstep: Class 15 contains 153231 members 
Mstep: Class 16 contains 3604 members 
Mstep: Class 17 contains 173063 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 1541 members 
Entering Unmasked Estep 
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Score: -144366512.000000 Penalty: 65528.617188
Iteration 84Q: 20 clusters Score -1.443665e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141423 members 
Mstep: Class 2 contains 65470 members 
Mstep: Class 3 contains 11123 members 
Mstep: Class 4 contains 799 members 
Mstep: Class 5 contains 175813 members 
Mstep: Class 6 contains 87791 members 
Mstep: Class 7 contains 50985 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 160411 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 12 contains 11924 members 
Mstep: Class 13 contains 27234 members 
Mstep: Class 14 contains 24453 members 
Mstep: Class 15 contains 153741 members 
Mstep: Class 16 contains 3607 members 
Mstep: Class 17 contains 173092 members 
Mstep: Class 18 contains 1497 members 
Mstep: Class 19 contains 1537 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -1.443667e+08 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141583 members 
Mstep: Class 2 contains 64994 members 
Mstep: Class 3 contains 11158 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 175707 members 
Mstep: Class 6 contains 87971 members 
Mstep: Class 7 contains 50936 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 1563 members 
Mstep: Class 10 contains 159943 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 11864 members 
Mstep: Class 13 contains 27368 members 
Mstep: Class 14 contains 24461 members 
Mstep: Class 15 contains 154267 members 
Mstep: Class 16 contains 3611 members 
Mstep: Class 17 contains 173131 members 
Mstep: Class 18 contains 1525 members 
Mstep: Class 19 contains 1552 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -1.443672e+08 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141701 members 
Mstep: Class 2 contains 64566 members 
Mstep: Class 3 contains 11192 members 
Mstep: Class 4 contains 790 members 
Mstep: Class 5 contains 175658 members 
Mstep: Class 6 contains 88141 members 
Mstep: Class 7 contains 50859 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 1571 members 
Mstep: Class 10 contains 159583 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 11806 members 
Mstep: Class 13 contains 27498 members 
Mstep: Class 14 contains 24473 members 
Mstep: Class 15 contains 154747 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 173094 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 1566 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -1.443673e+08 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141867 members 
Mstep: Class 2 contains 64151 members 
Mstep: Class 3 contains 11214 members 
Mstep: Class 4 contains 788 members 
Mstep: Class 5 contains 175568 members 
Mstep: Class 6 contains 88265 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 159304 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 11738 members 
Mstep: Class 13 contains 27610 members 
Mstep: Class 14 contains 24497 members 
Mstep: Class 15 contains 155202 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 173068 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 1575 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -1.443672e+08 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142053 members 
Mstep: Class 2 contains 63742 members 
Mstep: Class 3 contains 11239 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175477 members 
Mstep: Class 6 contains 88399 members 
Mstep: Class 7 contains 50734 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1576 members 
Mstep: Class 10 contains 158963 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 11691 members 
Mstep: Class 13 contains 27707 members 
Mstep: Class 14 contains 24511 members 
Mstep: Class 15 contains 155662 members 
Mstep: Class 16 contains 3626 members 
Mstep: Class 17 contains 173051 members 
Mstep: Class 18 contains 1563 members 
Mstep: Class 19 contains 1587 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -1.443675e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142187 members 
Mstep: Class 2 contains 63368 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175379 members 
Mstep: Class 6 contains 88524 members 
Mstep: Class 7 contains 50695 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 158680 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 11631 members 
Mstep: Class 13 contains 27785 members 
Mstep: Class 14 contains 24535 members 
Mstep: Class 15 contains 156096 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 173054 members 
Mstep: Class 18 contains 1567 members 
Mstep: Class 19 contains 1591 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -1.443679e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142299 members 
Mstep: Class 2 contains 63042 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175321 members 
Mstep: Class 6 contains 88630 members 
Mstep: Class 7 contains 50662 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1579 members 
Mstep: Class 10 contains 158419 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 11574 members 
Mstep: Class 13 contains 27867 members 
Mstep: Class 14 contains 24544 members 
Mstep: Class 15 contains 156472 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 173039 members 
Mstep: Class 18 contains 1568 members 
Mstep: Class 19 contains 1604 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -1.443684e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142393 members 
Mstep: Class 2 contains 62703 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175220 members 
Mstep: Class 6 contains 88758 members 
Mstep: Class 7 contains 50644 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 158182 members 
Mstep: Class 11 contains 2310 members 
Mstep: Class 12 contains 11526 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 24567 members 
Mstep: Class 15 contains 156849 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 173041 members 
Mstep: Class 18 contains 1570 members 
Mstep: Class 19 contains 1611 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -1.443685e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142435 members 
Mstep: Class 2 contains 62394 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175205 members 
Mstep: Class 6 contains 88846 members 
Mstep: Class 7 contains 50630 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 158005 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 11481 members 
Mstep: Class 13 contains 28023 members 
Mstep: Class 14 contains 24586 members 
Mstep: Class 15 contains 157142 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 173046 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 1612 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -1.443687e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142495 members 
Mstep: Class 2 contains 62104 members 
Mstep: Class 3 contains 11334 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175196 members 
Mstep: Class 6 contains 88924 members 
Mstep: Class 7 contains 50621 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 157830 members 
Mstep: Class 11 contains 2329 members 
Mstep: Class 12 contains 11427 members 
Mstep: Class 13 contains 28090 members 
Mstep: Class 14 contains 24580 members 
Mstep: Class 15 contains 157406 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 173082 members 
Mstep: Class 18 contains 1587 members 
Mstep: Class 19 contains 1619 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -1.443682e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 61835 members 
Mstep: Class 3 contains 11355 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175188 members 
Mstep: Class 6 contains 88986 members 
Mstep: Class 7 contains 50612 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 157616 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 11368 members 
Mstep: Class 13 contains 28138 members 
Mstep: Class 14 contains 24580 members 
Mstep: Class 15 contains 157707 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 173133 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 1615 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -1.443685e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142658 members 
Mstep: Class 2 contains 61551 members 
Mstep: Class 3 contains 11374 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175131 members 
Mstep: Class 6 contains 89050 members 
Mstep: Class 7 contains 50598 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 157452 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 11333 members 
Mstep: Class 13 contains 28202 members 
Mstep: Class 14 contains 24588 members 
Mstep: Class 15 contains 157960 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 173166 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 1614 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -1.443686e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142750 members 
Mstep: Class 2 contains 61284 members 
Mstep: Class 3 contains 11388 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175120 members 
Mstep: Class 6 contains 89110 members 
Mstep: Class 7 contains 50587 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 157287 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 28282 members 
Mstep: Class 14 contains 24584 members 
Mstep: Class 15 contains 158187 members 
Mstep: Class 16 contains 3637 members 
Mstep: Class 17 contains 173194 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 1615 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -1.443687e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142807 members 
Mstep: Class 2 contains 61037 members 
Mstep: Class 3 contains 11412 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175190 members 
Mstep: Class 6 contains 89157 members 
Mstep: Class 7 contains 50566 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 157111 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 11231 members 
Mstep: Class 13 contains 28329 members 
Mstep: Class 14 contains 24581 members 
Mstep: Class 15 contains 158394 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 173229 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 1610 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -1.443689e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142819 members 
Mstep: Class 2 contains 60784 members 
Mstep: Class 3 contains 11433 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175235 members 
Mstep: Class 6 contains 89188 members 
Mstep: Class 7 contains 50567 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 157045 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 12 contains 11173 members 
Mstep: Class 13 contains 28384 members 
Mstep: Class 14 contains 24560 members 
Mstep: Class 15 contains 158595 members 
Mstep: Class 16 contains 3642 members 
Mstep: Class 17 contains 173252 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 20 clusters Score -1.44369e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142840 members 
Mstep: Class 2 contains 60540 members 
Mstep: Class 3 contains 11447 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175276 members 
Mstep: Class 6 contains 89231 members 
Mstep: Class 7 contains 50566 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 157008 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 11110 members 
Mstep: Class 13 contains 28422 members 
Mstep: Class 14 contains 24554 members 
Mstep: Class 15 contains 158748 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 173269 members 
Mstep: Class 18 contains 1612 members 
Mstep: Class 19 contains 1614 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -1.443691e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 60310 members 
Mstep: Class 3 contains 11462 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175303 members 
Mstep: Class 6 contains 89237 members 
Mstep: Class 7 contains 50574 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 156992 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 11041 members 
Mstep: Class 13 contains 28463 members 
Mstep: Class 14 contains 24573 members 
Mstep: Class 15 contains 158907 members 
Mstep: Class 16 contains 3644 members 
Mstep: Class 17 contains 173286 members 
Mstep: Class 18 contains 1616 members 
Mstep: Class 19 contains 1617 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -1.443692e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142881 members 
Mstep: Class 2 contains 60144 members 
Mstep: Class 3 contains 11477 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175326 members 
Mstep: Class 6 contains 89232 members 
Mstep: Class 7 contains 50566 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 156953 members 
Mstep: Class 11 contains 2388 members 
Mstep: Class 12 contains 10980 members 
Mstep: Class 13 contains 28493 members 
Mstep: Class 14 contains 24594 members 
Mstep: Class 15 contains 159036 members 
Mstep: Class 16 contains 3645 members 
Mstep: Class 17 contains 173298 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 1620 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -1.443691e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142898 members 
Mstep: Class 2 contains 60001 members 
Mstep: Class 3 contains 11490 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175311 members 
Mstep: Class 6 contains 89234 members 
Mstep: Class 7 contains 50567 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 156939 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 12 contains 10926 members 
Mstep: Class 13 contains 28522 members 
Mstep: Class 14 contains 24613 members 
Mstep: Class 15 contains 159168 members 
Mstep: Class 16 contains 3646 members 
Mstep: Class 17 contains 173300 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 1625 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -1.443695e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142915 members 
Mstep: Class 2 contains 59854 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175275 members 
Mstep: Class 6 contains 89233 members 
Mstep: Class 7 contains 50582 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 156943 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28550 members 
Mstep: Class 14 contains 24637 members 
Mstep: Class 15 contains 159286 members 
Mstep: Class 16 contains 3647 members 
Mstep: Class 17 contains 173301 members 
Mstep: Class 18 contains 1626 members 
Mstep: Class 19 contains 1630 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -1.443693e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142947 members 
Mstep: Class 2 contains 59709 members 
Mstep: Class 3 contains 11510 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175221 members 
Mstep: Class 6 contains 89247 members 
Mstep: Class 7 contains 50606 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 156943 members 
Mstep: Class 11 contains 2399 members 
Mstep: Class 12 contains 10819 members 
Mstep: Class 13 contains 28583 members 
Mstep: Class 14 contains 24679 members 
Mstep: Class 15 contains 159386 members 
Mstep: Class 16 contains 3647 members 
Mstep: Class 17 contains 173297 members 
Mstep: Class 18 contains 1627 members 
Mstep: Class 19 contains 1635 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -1.443694e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142930 members 
Mstep: Class 2 contains 59570 members 
Mstep: Class 3 contains 11518 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175181 members 
Mstep: Class 6 contains 89265 members 
Mstep: Class 7 contains 50612 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 156974 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 10770 members 
Mstep: Class 13 contains 28608 members 
Mstep: Class 14 contains 24716 members 
Mstep: Class 15 contains 159491 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 173300 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 1642 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -1.443692e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142913 members 
Mstep: Class 2 contains 59446 members 
Mstep: Class 3 contains 11525 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175158 members 
Mstep: Class 6 contains 89274 members 
Mstep: Class 7 contains 50612 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 156985 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 28641 members 
Mstep: Class 14 contains 24747 members 
Mstep: Class 15 contains 159583 members 
Mstep: Class 16 contains 3650 members 
Mstep: Class 17 contains 173319 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 1646 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -1.443692e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142926 members 
Mstep: Class 2 contains 59332 members 
Mstep: Class 3 contains 11539 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175125 members 
Mstep: Class 6 contains 89275 members 
Mstep: Class 7 contains 50617 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 156989 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 10678 members 
Mstep: Class 13 contains 28672 members 
Mstep: Class 14 contains 24773 members 
Mstep: Class 15 contains 159664 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 173323 members 
Mstep: Class 18 contains 1635 members 
Mstep: Class 19 contains 1651 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -1.443691e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142925 members 
Mstep: Class 2 contains 59235 members 
Mstep: Class 3 contains 11546 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175116 members 
Mstep: Class 6 contains 89284 members 
Mstep: Class 7 contains 50615 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 156984 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 10636 members 
Mstep: Class 13 contains 28689 members 
Mstep: Class 14 contains 24793 members 
Mstep: Class 15 contains 159758 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 173320 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 1653 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -1.44369e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142894 members 
Mstep: Class 2 contains 59139 members 
Mstep: Class 3 contains 11554 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175091 members 
Mstep: Class 6 contains 89287 members 
Mstep: Class 7 contains 50615 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 156984 members 
Mstep: Class 11 contains 2419 members 
Mstep: Class 12 contains 10592 members 
Mstep: Class 13 contains 28721 members 
Mstep: Class 14 contains 24821 members 
Mstep: Class 15 contains 159852 members 
Mstep: Class 16 contains 3650 members 
Mstep: Class 17 contains 173340 members 
Mstep: Class 18 contains 1641 members 
Mstep: Class 19 contains 1656 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -1.443689e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142860 members 
Mstep: Class 2 contains 59037 members 
Mstep: Class 3 contains 11562 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175073 members 
Mstep: Class 6 contains 89319 members 
Mstep: Class 7 contains 50614 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 156993 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 28753 members 
Mstep: Class 14 contains 24853 members 
Mstep: Class 15 contains 159929 members 
Mstep: Class 16 contains 3650 members 
Mstep: Class 17 contains 173346 members 
Mstep: Class 18 contains 1640 members 
Mstep: Class 19 contains 1658 members 
Entering Unmasked Estep 
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Iteration 111Q: 20 clusters Score -1.443686e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 58935 members 
Mstep: Class 3 contains 11563 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 175052 members 
Mstep: Class 6 contains 89360 members 
Mstep: Class 7 contains 50612 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157011 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 10497 members 
Mstep: Class 13 contains 28786 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 160009 members 
Mstep: Class 16 contains 3650 members 
Mstep: Class 17 contains 173341 members 
Mstep: Class 18 contains 1641 members 
Mstep: Class 19 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144368704.000000 Penalty: 65528.617188
Iteration 112Q: 20 clusters Score -1.443687e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142781 members 
Mstep: Class 2 contains 58846 members 
Mstep: Class 3 contains 11567 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 174991 members 
Mstep: Class 6 contains 89390 members 
Mstep: Class 7 contains 50615 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157053 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 10448 members 
Mstep: Class 13 contains 28818 members 
Mstep: Class 14 contains 24912 members 
Mstep: Class 15 contains 160081 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173359 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144368752.000000 Penalty: 65528.617188
Iteration 113Q: 20 clusters Score -1.443688e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142743 members 
Mstep: Class 2 contains 58777 members 
Mstep: Class 3 contains 11572 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174939 members 
Mstep: Class 6 contains 89415 members 
Mstep: Class 7 contains 50615 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157083 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 10409 members 
Mstep: Class 13 contains 28840 members 
Mstep: Class 14 contains 24943 members 
Mstep: Class 15 contains 160146 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173373 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144368800.000000 Penalty: 65528.617188
Iteration 114Q: 20 clusters Score -1.443688e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142708 members 
Mstep: Class 2 contains 58702 members 
Mstep: Class 3 contains 11572 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174909 members 
Mstep: Class 6 contains 89445 members 
Mstep: Class 7 contains 50624 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157100 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 10366 members 
Mstep: Class 13 contains 28854 members 
Mstep: Class 14 contains 24988 members 
Mstep: Class 15 contains 160220 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173361 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369136.000000 Penalty: 65528.617188
Iteration 115Q: 20 clusters Score -1.443691e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142677 members 
Mstep: Class 2 contains 58640 members 
Mstep: Class 3 contains 11574 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174882 members 
Mstep: Class 6 contains 89451 members 
Mstep: Class 7 contains 50632 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157119 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 10314 members 
Mstep: Class 13 contains 28876 members 
Mstep: Class 14 contains 25029 members 
Mstep: Class 15 contains 160286 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173367 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369120.000000 Penalty: 65528.617188
Iteration 116Q: 20 clusters Score -1.443691e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142653 members 
Mstep: Class 2 contains 58578 members 
Mstep: Class 3 contains 11580 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174855 members 
Mstep: Class 6 contains 89459 members 
Mstep: Class 7 contains 50633 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157133 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 28907 members 
Mstep: Class 14 contains 25087 members 
Mstep: Class 15 contains 160337 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173378 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369088.000000 Penalty: 65528.617188
Iteration 117Q: 20 clusters Score -1.443691e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142632 members 
Mstep: Class 2 contains 58501 members 
Mstep: Class 3 contains 11578 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174826 members 
Mstep: Class 6 contains 89480 members 
Mstep: Class 7 contains 50634 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157166 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 12 contains 10180 members 
Mstep: Class 13 contains 28934 members 
Mstep: Class 14 contains 25145 members 
Mstep: Class 15 contains 160395 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173371 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369136.000000 Penalty: 65528.617188
Iteration 118Q: 20 clusters Score -1.443691e+08 nChanged 851
Entering ConstructFrom: 
Score: -144369136.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (142616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142616 members 
Entering Unmasked Estep 
Score: -19163986.000000 Penalty: 2943.241943
	Iteration 0F: 2 clusters Score -1.916399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -19068476.000000 Penalty: 5886.483887
	Iteration 0F: 3 clusters Score -1.906848e+07 nChanged 68189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -19107884.000000 Penalty: 5886.483887
	Iteration 1F: 3 clusters Score -1.910788e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -19108766.000000 Penalty: 5886.483887
	Iteration 2Q: 3 clusters Score -1.910877e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -19109932.000000 Penalty: 5886.483887
	Iteration 3Q: 3 clusters Score -1.910993e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -19111574.000000 Penalty: 5886.483887
	Iteration 4Q: 3 clusters Score -1.911157e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -19113752.000000 Penalty: 5886.483887
	Iteration 5Q: 3 clusters Score -1.911375e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -19116640.000000 Penalty: 5886.483887
	Iteration 6Q: 3 clusters Score -1.911664e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -19120368.000000 Penalty: 5886.483887
	Iteration 7Q: 3 clusters Score -1.912037e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -19124608.000000 Penalty: 5886.483887
	Iteration 8F: 3 clusters Score -1.912461e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -19128392.000000 Penalty: 5886.483887
	Iteration 9F: 3 clusters Score -1.912839e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -19131942.000000 Penalty: 5886.483887
	Iteration 10F: 3 clusters Score -1.913194e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -19135042.000000 Penalty: 5886.483887
	Iteration 11Q: 3 clusters Score -1.913504e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -19137920.000000 Penalty: 5886.483887
	Iteration 12Q: 3 clusters Score -1.913792e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -19140314.000000 Penalty: 5886.483887
	Iteration 13Q: 3 clusters Score -1.914031e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92617 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -19142022.000000 Penalty: 5886.483887
	Iteration 14Q: 3 clusters Score -1.914202e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -19143456.000000 Penalty: 5886.483887
	Iteration 15Q: 3 clusters Score -1.914346e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -19144398.000000 Penalty: 5886.483887
	Iteration 16Q: 3 clusters Score -1.91444e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96565 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -19145036.000000 Penalty: 5886.483887
	Iteration 17Q: 3 clusters Score -1.914504e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -19145494.000000 Penalty: 5886.483887
	Iteration 18Q: 3 clusters Score -1.914549e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99083 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -19145908.000000 Penalty: 5886.483887
	Iteration 19Q: 3 clusters Score -1.914591e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -19146236.000000 Penalty: 5886.483887
	Iteration 20F: 3 clusters Score -1.914624e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -19146544.000000 Penalty: 5886.483887
	Iteration 21Q: 3 clusters Score -1.914654e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -19146996.000000 Penalty: 5886.483887
	Iteration 22Q: 3 clusters Score -1.9147e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -19147332.000000 Penalty: 5886.483887
	Iteration 23Q: 3 clusters Score -1.914733e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106715 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -19147858.000000 Penalty: 5886.483887
	Iteration 24Q: 3 clusters Score -1.914786e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -19148366.000000 Penalty: 5886.483887
	Iteration 25Q: 3 clusters Score -1.914837e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110621 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -19148988.000000 Penalty: 5886.483887
	Iteration 26Q: 3 clusters Score -1.914899e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112748 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -19149538.000000 Penalty: 5886.483887
	Iteration 27Q: 3 clusters Score -1.914954e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115000 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -19150238.000000 Penalty: 5886.483887
	Iteration 28Q: 3 clusters Score -1.915024e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117392 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -19151096.000000 Penalty: 5886.483887
	Iteration 29Q: 3 clusters Score -1.91511e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119837 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -19151996.000000 Penalty: 5886.483887
	Iteration 30Q: 3 clusters Score -1.9152e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122330 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -19153016.000000 Penalty: 5886.483887
	Iteration 31Q: 3 clusters Score -1.915302e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124883 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -19153984.000000 Penalty: 5886.483887
	Iteration 32Q: 3 clusters Score -1.915398e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127281 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -19154998.000000 Penalty: 5886.483887
	Iteration 33Q: 3 clusters Score -1.9155e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129551 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -19155982.000000 Penalty: 5886.483887
	Iteration 34Q: 3 clusters Score -1.915598e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131666 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -19156832.000000 Penalty: 5886.483887
	Iteration 35Q: 3 clusters Score -1.915683e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133595 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -19157726.000000 Penalty: 5886.483887
	Iteration 36Q: 3 clusters Score -1.915773e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135260 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -19158338.000000 Penalty: 5886.483887
	Iteration 37Q: 3 clusters Score -1.915834e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136615 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -19158954.000000 Penalty: 5886.483887
	Iteration 38Q: 3 clusters Score -1.915895e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137681 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -19159498.000000 Penalty: 5886.483887
	Iteration 39Q: 3 clusters Score -1.91595e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138545 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -19159872.000000 Penalty: 5886.483887
	Iteration 40F: 3 clusters Score -1.915987e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139192 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -19160218.000000 Penalty: 5886.483887
	Iteration 41Q: 3 clusters Score -1.916022e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139705 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -19160390.000000 Penalty: 5886.483887
	Iteration 42Q: 3 clusters Score -1.916039e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140126 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -19160638.000000 Penalty: 5886.483887
	Iteration 43Q: 3 clusters Score -1.916064e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140433 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -19160790.000000 Penalty: 5886.483887
	Iteration 44Q: 3 clusters Score -1.916079e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140691 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -19160934.000000 Penalty: 5886.483887
	Iteration 45Q: 3 clusters Score -1.916093e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140887 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -19161046.000000 Penalty: 5886.483887
	Iteration 46Q: 3 clusters Score -1.916105e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141049 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -19161128.000000 Penalty: 5886.483887
	Iteration 47Q: 3 clusters Score -1.916113e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141173 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19161208.000000 Penalty: 5886.483887
	Iteration 48Q: 3 clusters Score -1.916121e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141263 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -19161234.000000 Penalty: 5886.483887
	Iteration 49Q: 3 clusters Score -1.916123e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141325 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -19161280.000000 Penalty: 5886.483887
	Iteration 50Q: 3 clusters Score -1.916128e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141378 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -19161310.000000 Penalty: 5886.483887
	Iteration 51Q: 3 clusters Score -1.916131e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141424 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -19161336.000000 Penalty: 5886.483887
	Iteration 52Q: 3 clusters Score -1.916134e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141465 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -19161346.000000 Penalty: 5886.483887
	Iteration 53Q: 3 clusters Score -1.916135e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141498 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19161370.000000 Penalty: 5886.483887
	Iteration 54Q: 3 clusters Score -1.916137e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141528 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -19161384.000000 Penalty: 5886.483887
	Iteration 55Q: 3 clusters Score -1.916138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141555 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -19161402.000000 Penalty: 5886.483887
	Iteration 56Q: 3 clusters Score -1.91614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141578 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19161418.000000 Penalty: 5886.483887
	Iteration 57Q: 3 clusters Score -1.916142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141594 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -19161430.000000 Penalty: 5886.483887
	Iteration 58Q: 3 clusters Score -1.916143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141608 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -19161450.000000 Penalty: 5886.483887
	Iteration 59Q: 3 clusters Score -1.916145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -19161448.000000 Penalty: 5886.483887
	Iteration 60F: 3 clusters Score -1.916145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141622 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -19161452.000000 Penalty: 5886.483887
	Iteration 61Q: 3 clusters Score -1.916145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141625 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19161456.000000 Penalty: 5886.483887
	Iteration 62Q: 3 clusters Score -1.916146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141631 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19161454.000000 Penalty: 5886.483887
	Iteration 63Q: 3 clusters Score -1.916145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141635 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -19161464.000000 Penalty: 5886.483887
	Iteration 64Q: 3 clusters Score -1.916146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -19161466.000000 Penalty: 5886.483887
	Iteration 65Q: 3 clusters Score -1.916147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -19161472.000000 Penalty: 5886.483887
	Iteration 66Q: 3 clusters Score -1.916147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141642 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19161476.000000 Penalty: 5886.483887
	Iteration 67Q: 3 clusters Score -1.916148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141643 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -19161468.000000 Penalty: 5886.483887
	Iteration 68Q: 3 clusters Score -1.916147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141646 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -19161460.000000 Penalty: 5886.483887
	Iteration 69Q: 3 clusters Score -1.916146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141648 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -19161462.000000 Penalty: 5886.483887
	Iteration 70Q: 3 clusters Score -1.916146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141651 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -19161476.000000 Penalty: 5886.483887
	Iteration 71Q: 3 clusters Score -1.916148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19161470.000000 Penalty: 5886.483887
	Iteration 72Q: 3 clusters Score -1.916147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141656 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -19161476.000000 Penalty: 5886.483887
	Iteration 73Q: 3 clusters Score -1.916148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141655 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19161474.000000 Penalty: 5886.483887
	Iteration 74Q: 3 clusters Score -1.916147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141655 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19161474.000000 Penalty: 5886.483887
	Iteration 75F: 3 clusters Score -1.916147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Entering Unmasked Estep 
Score: -7934248.500000 Penalty: 2721.962158
	Iteration 0F: 2 clusters Score -7934248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -7894916.000000 Penalty: 5443.924316
	Iteration 0F: 3 clusters Score -7894916 nChanged 27331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -7910162.500000 Penalty: 5443.924316
	Iteration 1F: 3 clusters Score -7910162 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -7910994.500000 Penalty: 5443.924316
	Iteration 2Q: 3 clusters Score -7910994 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -7912051.000000 Penalty: 5443.924316
	Iteration 3Q: 3 clusters Score -7912051 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -7913541.000000 Penalty: 5443.924316
	Iteration 4F: 3 clusters Score -7913541 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -7915942.000000 Penalty: 5443.924316
	Iteration 5F: 3 clusters Score -7915942 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -7919478.500000 Penalty: 5443.924316
	Iteration 6F: 3 clusters Score -7919478 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -7923680.000000 Penalty: 5443.924316
	Iteration 7F: 3 clusters Score -7923680 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -7927458.500000 Penalty: 5443.924316
	Iteration 8F: 3 clusters Score -7927458 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -7930040.000000 Penalty: 5443.924316
	Iteration 9Q: 3 clusters Score -7930040 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7931265.000000 Penalty: 5443.924316
	Iteration 10Q: 3 clusters Score -7931265 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7931940.000000 Penalty: 5443.924316
	Iteration 11Q: 3 clusters Score -7931940 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7932316.500000 Penalty: 5443.924316
	Iteration 12Q: 3 clusters Score -7932316 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7932540.500000 Penalty: 5443.924316
	Iteration 13Q: 3 clusters Score -7932540 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7932683.000000 Penalty: 5443.924316
	Iteration 14Q: 3 clusters Score -7932683 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7932793.000000 Penalty: 5443.924316
	Iteration 15Q: 3 clusters Score -7932793 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7932832.000000 Penalty: 5443.924316
	Iteration 16Q: 3 clusters Score -7932832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7932893.000000 Penalty: 5443.924316
	Iteration 17Q: 3 clusters Score -7932893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7932903.000000 Penalty: 5443.924316
	Iteration 18Q: 3 clusters Score -7932903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7932896.500000 Penalty: 5443.924316
	Iteration 19Q: 3 clusters Score -7932896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7932911.000000 Penalty: 5443.924316
	Iteration 20F: 3 clusters Score -7932911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7932918.000000 Penalty: 5443.924316
	Iteration 21Q: 3 clusters Score -7932918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7932914.500000 Penalty: 5443.924316
	Iteration 22Q: 3 clusters Score -7932914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7932942.500000 Penalty: 5443.924316
	Iteration 23Q: 3 clusters Score -7932942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7932945.500000 Penalty: 5443.924316
	Iteration 24Q: 3 clusters Score -7932946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7932947.500000 Penalty: 5443.924316
	Iteration 25Q: 3 clusters Score -7932948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7932946.500000 Penalty: 5443.924316
	Iteration 26Q: 3 clusters Score -7932946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7932938.000000 Penalty: 5443.924316
	Iteration 27Q: 3 clusters Score -7932938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7932936.500000 Penalty: 5443.924316
	Iteration 28Q: 3 clusters Score -7932936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7932936.500000 Penalty: 5443.924316
	Iteration 29F: 3 clusters Score -7932936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Entering Unmasked Estep 
Score: -1478377.625000 Penalty: 2320.501709
	Iteration 0F: 2 clusters Score -1478378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1469723.625000 Penalty: 4641.003418
	Iteration 0F: 3 clusters Score -1469724 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1472613.500000 Penalty: 4641.003418
	Iteration 1F: 3 clusters Score -1472614 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1473377.500000 Penalty: 4641.003418
	Iteration 2F: 3 clusters Score -1473378 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1474060.500000 Penalty: 4641.003418
	Iteration 3F: 3 clusters Score -1474060 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1474820.625000 Penalty: 4641.003418
	Iteration 4F: 3 clusters Score -1474821 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1475548.125000 Penalty: 4641.003418
	Iteration 5F: 3 clusters Score -1475548 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1476209.750000 Penalty: 4641.003418
	Iteration 6F: 3 clusters Score -1476210 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1476773.625000 Penalty: 4641.003418
	Iteration 7Q: 3 clusters Score -1476774 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1477245.250000 Penalty: 4641.003418
	Iteration 8Q: 3 clusters Score -1477245 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1477592.375000 Penalty: 4641.003418
	Iteration 9Q: 3 clusters Score -1477592 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1477793.250000 Penalty: 4641.003418
	Iteration 10Q: 3 clusters Score -1477793 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1477895.625000 Penalty: 4641.003418
	Iteration 11Q: 3 clusters Score -1477896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1477986.000000 Penalty: 4641.003418
	Iteration 12Q: 3 clusters Score -1477986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1478116.000000 Penalty: 4641.003418
	Iteration 13Q: 3 clusters Score -1478116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1478264.750000 Penalty: 4641.003418
	Iteration 14Q: 3 clusters Score -1478265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1478384.500000 Penalty: 4641.003418
	Iteration 15Q: 3 clusters Score -1478384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1478429.875000 Penalty: 4641.003418
	Iteration 16Q: 3 clusters Score -1478430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1478445.125000 Penalty: 4641.003418
	Iteration 17Q: 3 clusters Score -1478445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1478455.375000 Penalty: 4641.003418
	Iteration 18Q: 3 clusters Score -1478455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1478456.750000 Penalty: 4641.003418
	Iteration 19Q: 3 clusters Score -1478457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1478456.000000 Penalty: 4641.003418
	Iteration 20F: 3 clusters Score -1478456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142616 members 
Mstep: Class 2 contains 58434 members 
Mstep: Class 3 contains 10740 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174809 members 
Mstep: Class 6 contains 89494 members 
Mstep: Class 7 contains 50633 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157173 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 10123 members 
Mstep: Class 13 contains 28965 members 
Mstep: Class 14 contains 25207 members 
Mstep: Class 15 contains 160441 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173366 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 838 members 
Entering Unmasked Estep 
Score: -144367632.000000 Penalty: 68977.492188
Splitting cluster 3 changes total score from -144369136.000000 to -144367632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -90439.109375 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -90439.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88756.218750 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -88756.22 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89333.062500 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -89333.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89693.515625 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -89693.52 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90249.648438 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -90249.65 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90647.343750 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -90647.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90732.039062 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -90732.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90865.335938 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -90865.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -90916.023438 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -90916.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -90936.132812 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -90936.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -90947.976562 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -90947.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -90954.539062 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -90954.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -90961.968750 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -90961.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -90965.492188 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -90965.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -90968.992188 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -90968.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -90968.992188 Penalty: 3306.810547
	Iteration 14F: 3 clusters Score -90968.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142616 members 
Mstep: Class 2 contains 58434 members 
Mstep: Class 3 contains 11578 members 
Mstep: Class 4 contains 582 members 
Mstep: Class 5 contains 174809 members 
Mstep: Class 6 contains 89494 members 
Mstep: Class 7 contains 50633 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157173 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 10123 members 
Mstep: Class 13 contains 28965 members 
Mstep: Class 14 contains 25207 members 
Mstep: Class 15 contains 160441 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173366 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 204 members 
Entering Unmasked Estep 
Score: -144367664.000000 Penalty: 68977.492188
Splitting cluster 4 changes total score from -144369136.000000 to -144367664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (174809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174809 members 
Entering Unmasked Estep 
Score: -23416976.000000 Penalty: 2993.719482
	Iteration 0F: 2 clusters Score -2.341698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -23302422.000000 Penalty: 5987.438965
	Iteration 0F: 3 clusters Score -2.330242e+07 nChanged 84041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -23351866.000000 Penalty: 5987.438965
	Iteration 1F: 3 clusters Score -2.335187e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78033 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -23354138.000000 Penalty: 5987.438965
	Iteration 2Q: 3 clusters Score -2.335414e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -23357806.000000 Penalty: 5987.438965
	Iteration 3Q: 3 clusters Score -2.335781e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -23364046.000000 Penalty: 5987.438965
	Iteration 4F: 3 clusters Score -2.336405e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 121176 members 
Entering Unmasked Estep 
Score: -23374274.000000 Penalty: 5987.438965
	Iteration 5F: 3 clusters Score -2.337427e+07 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 132925 members 
Entering Unmasked Estep 
Score: -23387390.000000 Penalty: 5987.438965
	Iteration 6F: 3 clusters Score -2.338739e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 142258 members 
Entering Unmasked Estep 
Score: -23400080.000000 Penalty: 5987.438965
	Iteration 7F: 3 clusters Score -2.340008e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 147109 members 
Entering Unmasked Estep 
Score: -23408418.000000 Penalty: 5987.438965
	Iteration 8Q: 3 clusters Score -2.340842e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 149122 members 
Entering Unmasked Estep 
Score: -23411890.000000 Penalty: 5987.438965
	Iteration 9Q: 3 clusters Score -2.341189e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 150570 members 
Entering Unmasked Estep 
Score: -23413014.000000 Penalty: 5987.438965
	Iteration 10Q: 3 clusters Score -2.341301e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 151894 members 
Entering Unmasked Estep 
Score: -23413734.000000 Penalty: 5987.438965
	Iteration 11Q: 3 clusters Score -2.341373e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 153112 members 
Entering Unmasked Estep 
Score: -23414304.000000 Penalty: 5987.438965
	Iteration 12Q: 3 clusters Score -2.34143e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 154216 members 
Entering Unmasked Estep 
Score: -23414650.000000 Penalty: 5987.438965
	Iteration 13Q: 3 clusters Score -2.341465e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 155215 members 
Entering Unmasked Estep 
Score: -23415062.000000 Penalty: 5987.438965
	Iteration 14Q: 3 clusters Score -2.341506e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 156122 members 
Entering Unmasked Estep 
Score: -23415312.000000 Penalty: 5987.438965
	Iteration 15Q: 3 clusters Score -2.341531e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 156984 members 
Entering Unmasked Estep 
Score: -23415520.000000 Penalty: 5987.438965
	Iteration 16Q: 3 clusters Score -2.341552e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 157799 members 
Entering Unmasked Estep 
Score: -23415632.000000 Penalty: 5987.438965
	Iteration 17Q: 3 clusters Score -2.341563e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 158579 members 
Entering Unmasked Estep 
Score: -23415738.000000 Penalty: 5987.438965
	Iteration 18Q: 3 clusters Score -2.341574e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 159299 members 
Entering Unmasked Estep 
Score: -23415880.000000 Penalty: 5987.438965
	Iteration 19Q: 3 clusters Score -2.341588e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 159992 members 
Entering Unmasked Estep 
Score: -23416002.000000 Penalty: 5987.438965
	Iteration 20F: 3 clusters Score -2.3416e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -23416010.000000 Penalty: 5987.438965
	Iteration 21Q: 3 clusters Score -2.341601e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 161220 members 
Entering Unmasked Estep 
Score: -23416072.000000 Penalty: 5987.438965
	Iteration 22Q: 3 clusters Score -2.341607e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 161780 members 
Entering Unmasked Estep 
Score: -23416086.000000 Penalty: 5987.438965
	Iteration 23Q: 3 clusters Score -2.341609e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 162315 members 
Entering Unmasked Estep 
Score: -23416150.000000 Penalty: 5987.438965
	Iteration 24Q: 3 clusters Score -2.341615e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 162792 members 
Entering Unmasked Estep 
Score: -23416146.000000 Penalty: 5987.438965
	Iteration 25Q: 3 clusters Score -2.341615e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 163232 members 
Entering Unmasked Estep 
Score: -23416144.000000 Penalty: 5987.438965
	Iteration 26Q: 3 clusters Score -2.341614e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 163662 members 
Entering Unmasked Estep 
Score: -23416168.000000 Penalty: 5987.438965
	Iteration 27Q: 3 clusters Score -2.341617e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 164044 members 
Entering Unmasked Estep 
Score: -23416092.000000 Penalty: 5987.438965
	Iteration 28Q: 3 clusters Score -2.341609e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 164377 members 
Entering Unmasked Estep 
Score: -23416040.000000 Penalty: 5987.438965
	Iteration 29Q: 3 clusters Score -2.341604e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 164668 members 
Entering Unmasked Estep 
Score: -23416004.000000 Penalty: 5987.438965
	Iteration 30Q: 3 clusters Score -2.3416e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 164963 members 
Entering Unmasked Estep 
Score: -23415984.000000 Penalty: 5987.438965
	Iteration 31Q: 3 clusters Score -2.341598e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 165259 members 
Entering Unmasked Estep 
Score: -23415960.000000 Penalty: 5987.438965
	Iteration 32Q: 3 clusters Score -2.341596e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -23415968.000000 Penalty: 5987.438965
	Iteration 33Q: 3 clusters Score -2.341597e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 165768 members 
Entering Unmasked Estep 
Score: -23415974.000000 Penalty: 5987.438965
	Iteration 34Q: 3 clusters Score -2.341597e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 166027 members 
Entering Unmasked Estep 
Score: -23415966.000000 Penalty: 5987.438965
	Iteration 35Q: 3 clusters Score -2.341597e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 166249 members 
Entering Unmasked Estep 
Score: -23415932.000000 Penalty: 5987.438965
	Iteration 36Q: 3 clusters Score -2.341593e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 166480 members 
Entering Unmasked Estep 
Score: -23415944.000000 Penalty: 5987.438965
	Iteration 37Q: 3 clusters Score -2.341594e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 166703 members 
Entering Unmasked Estep 
Score: -23416008.000000 Penalty: 5987.438965
	Iteration 38Q: 3 clusters Score -2.341601e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 166894 members 
Entering Unmasked Estep 
Score: -23415984.000000 Penalty: 5987.438965
	Iteration 39Q: 3 clusters Score -2.341598e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 167070 members 
Entering Unmasked Estep 
Score: -23415932.000000 Penalty: 5987.438965
	Iteration 40F: 3 clusters Score -2.341593e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 167263 members 
Entering Unmasked Estep 
Score: -23415874.000000 Penalty: 5987.438965
	Iteration 41Q: 3 clusters Score -2.341587e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 167459 members 
Entering Unmasked Estep 
Score: -23415796.000000 Penalty: 5987.438965
	Iteration 42Q: 3 clusters Score -2.34158e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 167635 members 
Entering Unmasked Estep 
Score: -23415860.000000 Penalty: 5987.438965
	Iteration 43Q: 3 clusters Score -2.341586e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 167790 members 
Entering Unmasked Estep 
Score: -23415864.000000 Penalty: 5987.438965
	Iteration 44Q: 3 clusters Score -2.341586e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 167931 members 
Entering Unmasked Estep 
Score: -23415838.000000 Penalty: 5987.438965
	Iteration 45Q: 3 clusters Score -2.341584e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 168080 members 
Entering Unmasked Estep 
Score: -23415830.000000 Penalty: 5987.438965
	Iteration 46Q: 3 clusters Score -2.341583e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 168222 members 
Entering Unmasked Estep 
Score: -23415780.000000 Penalty: 5987.438965
	Iteration 47Q: 3 clusters Score -2.341578e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 168358 members 
Entering Unmasked Estep 
Score: -23415786.000000 Penalty: 5987.438965
	Iteration 48Q: 3 clusters Score -2.341579e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 168500 members 
Entering Unmasked Estep 
Score: -23415764.000000 Penalty: 5987.438965
	Iteration 49Q: 3 clusters Score -2.341576e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 168622 members 
Entering Unmasked Estep 
Score: -23415768.000000 Penalty: 5987.438965
	Iteration 50Q: 3 clusters Score -2.341577e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 168734 members 
Entering Unmasked Estep 
Score: -23415800.000000 Penalty: 5987.438965
	Iteration 51Q: 3 clusters Score -2.34158e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 168842 members 
Entering Unmasked Estep 
Score: -23415766.000000 Penalty: 5987.438965
	Iteration 52Q: 3 clusters Score -2.341577e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 168927 members 
Entering Unmasked Estep 
Score: -23415752.000000 Penalty: 5987.438965
	Iteration 53Q: 3 clusters Score -2.341575e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 169003 members 
Entering Unmasked Estep 
Score: -23415706.000000 Penalty: 5987.438965
	Iteration 54Q: 3 clusters Score -2.341571e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 169069 members 
Entering Unmasked Estep 
Score: -23415692.000000 Penalty: 5987.438965
	Iteration 55Q: 3 clusters Score -2.341569e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 169149 members 
Entering Unmasked Estep 
Score: -23415662.000000 Penalty: 5987.438965
	Iteration 56Q: 3 clusters Score -2.341566e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 169219 members 
Entering Unmasked Estep 
Score: -23415636.000000 Penalty: 5987.438965
	Iteration 57Q: 3 clusters Score -2.341564e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 169292 members 
Entering Unmasked Estep 
Score: -23415654.000000 Penalty: 5987.438965
	Iteration 58Q: 3 clusters Score -2.341565e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 169365 members 
Entering Unmasked Estep 
Score: -23415654.000000 Penalty: 5987.438965
	Iteration 59Q: 3 clusters Score -2.341565e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 169427 members 
Entering Unmasked Estep 
Score: -23415616.000000 Penalty: 5987.438965
	Iteration 60F: 3 clusters Score -2.341562e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 169498 members 
Entering Unmasked Estep 
Score: -23415622.000000 Penalty: 5987.438965
	Iteration 61Q: 3 clusters Score -2.341562e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 169565 members 
Entering Unmasked Estep 
Score: -23415594.000000 Penalty: 5987.438965
	Iteration 62Q: 3 clusters Score -2.341559e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 169621 members 
Entering Unmasked Estep 
Score: -23415572.000000 Penalty: 5987.438965
	Iteration 63Q: 3 clusters Score -2.341557e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 169684 members 
Entering Unmasked Estep 
Score: -23415536.000000 Penalty: 5987.438965
	Iteration 64Q: 3 clusters Score -2.341554e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 169735 members 
Entering Unmasked Estep 
Score: -23415544.000000 Penalty: 5987.438965
	Iteration 65Q: 3 clusters Score -2.341554e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -23415524.000000 Penalty: 5987.438965
	Iteration 66Q: 3 clusters Score -2.341552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 169823 members 
Entering Unmasked Estep 
Score: -23415488.000000 Penalty: 5987.438965
	Iteration 67Q: 3 clusters Score -2.341549e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 169869 members 
Entering Unmasked Estep 
Score: -23415438.000000 Penalty: 5987.438965
	Iteration 68Q: 3 clusters Score -2.341544e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 169912 members 
Entering Unmasked Estep 
Score: -23415440.000000 Penalty: 5987.438965
	Iteration 69Q: 3 clusters Score -2.341544e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 169947 members 
Entering Unmasked Estep 
Score: -23415418.000000 Penalty: 5987.438965
	Iteration 70Q: 3 clusters Score -2.341542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 169982 members 
Entering Unmasked Estep 
Score: -23415408.000000 Penalty: 5987.438965
	Iteration 71Q: 3 clusters Score -2.341541e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 170015 members 
Entering Unmasked Estep 
Score: -23415398.000000 Penalty: 5987.438965
	Iteration 72Q: 3 clusters Score -2.34154e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 170048 members 
Entering Unmasked Estep 
Score: -23415384.000000 Penalty: 5987.438965
	Iteration 73Q: 3 clusters Score -2.341538e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 170082 members 
Entering Unmasked Estep 
Score: -23415378.000000 Penalty: 5987.438965
	Iteration 74Q: 3 clusters Score -2.341538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 170107 members 
Entering Unmasked Estep 
Score: -23415406.000000 Penalty: 5987.438965
	Iteration 75Q: 3 clusters Score -2.341541e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -23415384.000000 Penalty: 5987.438965
	Iteration 76Q: 3 clusters Score -2.341538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 170156 members 
Entering Unmasked Estep 
Score: -23415378.000000 Penalty: 5987.438965
	Iteration 77Q: 3 clusters Score -2.341538e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 170180 members 
Entering Unmasked Estep 
Score: -23415356.000000 Penalty: 5987.438965
	Iteration 78Q: 3 clusters Score -2.341536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 170195 members 
Entering Unmasked Estep 
Score: -23415374.000000 Penalty: 5987.438965
	Iteration 79Q: 3 clusters Score -2.341537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -23415388.000000 Penalty: 5987.438965
	Iteration 80F: 3 clusters Score -2.341539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 170227 members 
Entering Unmasked Estep 
Score: -23415374.000000 Penalty: 5987.438965
	Iteration 81Q: 3 clusters Score -2.341537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 170246 members 
Entering Unmasked Estep 
Score: -23415360.000000 Penalty: 5987.438965
	Iteration 82Q: 3 clusters Score -2.341536e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 170266 members 
Entering Unmasked Estep 
Score: -23415378.000000 Penalty: 5987.438965
	Iteration 83Q: 3 clusters Score -2.341538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 170279 members 
Entering Unmasked Estep 
Score: -23415384.000000 Penalty: 5987.438965
	Iteration 84Q: 3 clusters Score -2.341538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 170295 members 
Entering Unmasked Estep 
Score: -23415352.000000 Penalty: 5987.438965
	Iteration 85Q: 3 clusters Score -2.341535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 170308 members 
Entering Unmasked Estep 
Score: -23415344.000000 Penalty: 5987.438965
	Iteration 86Q: 3 clusters Score -2.341534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 170319 members 
Entering Unmasked Estep 
Score: -23415348.000000 Penalty: 5987.438965
	Iteration 87Q: 3 clusters Score -2.341535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 170332 members 
Entering Unmasked Estep 
Score: -23415322.000000 Penalty: 5987.438965
	Iteration 88Q: 3 clusters Score -2.341532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 170342 members 
Entering Unmasked Estep 
Score: -23415346.000000 Penalty: 5987.438965
	Iteration 89Q: 3 clusters Score -2.341535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 170362 members 
Entering Unmasked Estep 
Score: -23415332.000000 Penalty: 5987.438965
	Iteration 90Q: 3 clusters Score -2.341533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 170382 members 
Entering Unmasked Estep 
Score: -23415344.000000 Penalty: 5987.438965
	Iteration 91Q: 3 clusters Score -2.341534e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 170402 members 
Entering Unmasked Estep 
Score: -23415366.000000 Penalty: 5987.438965
	Iteration 92Q: 3 clusters Score -2.341537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 170420 members 
Entering Unmasked Estep 
Score: -23415336.000000 Penalty: 5987.438965
	Iteration 93Q: 3 clusters Score -2.341534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 170442 members 
Entering Unmasked Estep 
Score: -23415358.000000 Penalty: 5987.438965
	Iteration 94Q: 3 clusters Score -2.341536e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 170478 members 
Entering Unmasked Estep 
Score: -23415344.000000 Penalty: 5987.438965
	Iteration 95Q: 3 clusters Score -2.341534e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 170511 members 
Entering Unmasked Estep 
Score: -23415358.000000 Penalty: 5987.438965
	Iteration 96Q: 3 clusters Score -2.341536e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 170549 members 
Entering Unmasked Estep 
Score: -23415370.000000 Penalty: 5987.438965
	Iteration 97Q: 3 clusters Score -2.341537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 170579 members 
Entering Unmasked Estep 
Score: -23415382.000000 Penalty: 5987.438965
	Iteration 98Q: 3 clusters Score -2.341538e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 170606 members 
Entering Unmasked Estep 
Score: -23415376.000000 Penalty: 5987.438965
	Iteration 99Q: 3 clusters Score -2.341538e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 170635 members 
Entering Unmasked Estep 
Score: -23415372.000000 Penalty: 5987.438965
	Iteration 100F: 3 clusters Score -2.341537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 170661 members 
Entering Unmasked Estep 
Score: -23415370.000000 Penalty: 5987.438965
	Iteration 101Q: 3 clusters Score -2.341537e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 170688 members 
Entering Unmasked Estep 
Score: -23415366.000000 Penalty: 5987.438965
	Iteration 102Q: 3 clusters Score -2.341537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -23415372.000000 Penalty: 5987.438965
	Iteration 103Q: 3 clusters Score -2.341537e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -23415348.000000 Penalty: 5987.438965
	Iteration 104Q: 3 clusters Score -2.341535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 170767 members 
Entering Unmasked Estep 
Score: -23415358.000000 Penalty: 5987.438965
	Iteration 105Q: 3 clusters Score -2.341536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 170791 members 
Entering Unmasked Estep 
Score: -23415320.000000 Penalty: 5987.438965
	Iteration 106Q: 3 clusters Score -2.341532e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 170812 members 
Entering Unmasked Estep 
Score: -23415322.000000 Penalty: 5987.438965
	Iteration 107Q: 3 clusters Score -2.341532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 170835 members 
Entering Unmasked Estep 
Score: -23415308.000000 Penalty: 5987.438965
	Iteration 108Q: 3 clusters Score -2.341531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 170852 members 
Entering Unmasked Estep 
Score: -23415314.000000 Penalty: 5987.438965
	Iteration 109Q: 3 clusters Score -2.341531e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 170867 members 
Entering Unmasked Estep 
Score: -23415300.000000 Penalty: 5987.438965
	Iteration 110Q: 3 clusters Score -2.34153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 170877 members 
Entering Unmasked Estep 
Score: -23415300.000000 Penalty: 5987.438965
	Iteration 111Q: 3 clusters Score -2.34153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 170886 members 
Entering Unmasked Estep 
Score: -23415300.000000 Penalty: 5987.438965
	Iteration 112Q: 3 clusters Score -2.34153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 170899 members 
Entering Unmasked Estep 
Score: -23415284.000000 Penalty: 5987.438965
	Iteration 113Q: 3 clusters Score -2.341528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 170914 members 
Entering Unmasked Estep 
Score: -23415280.000000 Penalty: 5987.438965
	Iteration 114Q: 3 clusters Score -2.341528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 170924 members 
Entering Unmasked Estep 
Score: -23415288.000000 Penalty: 5987.438965
	Iteration 115Q: 3 clusters Score -2.341529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 170935 members 
Entering Unmasked Estep 
Score: -23415292.000000 Penalty: 5987.438965
	Iteration 116Q: 3 clusters Score -2.341529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 170950 members 
Entering Unmasked Estep 
Score: -23415264.000000 Penalty: 5987.438965
	Iteration 117Q: 3 clusters Score -2.341526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -23415254.000000 Penalty: 5987.438965
	Iteration 118Q: 3 clusters Score -2.341525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 170983 members 
Entering Unmasked Estep 
Score: -23415280.000000 Penalty: 5987.438965
	Iteration 119Q: 3 clusters Score -2.341528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 170995 members 
Entering Unmasked Estep 
Score: -23415272.000000 Penalty: 5987.438965
	Iteration 120F: 3 clusters Score -2.341527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 171007 members 
Entering Unmasked Estep 
Score: -23415290.000000 Penalty: 5987.438965
	Iteration 121Q: 3 clusters Score -2.341529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -23415284.000000 Penalty: 5987.438965
	Iteration 122Q: 3 clusters Score -2.341528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 171031 members 
Entering Unmasked Estep 
Score: -23415274.000000 Penalty: 5987.438965
	Iteration 123Q: 3 clusters Score -2.341527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 171040 members 
Entering Unmasked Estep 
Score: -23415278.000000 Penalty: 5987.438965
	Iteration 124Q: 3 clusters Score -2.341528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 171053 members 
Entering Unmasked Estep 
Score: -23415270.000000 Penalty: 5987.438965
	Iteration 125Q: 3 clusters Score -2.341527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 171057 members 
Entering Unmasked Estep 
Score: -23415254.000000 Penalty: 5987.438965
	Iteration 126Q: 3 clusters Score -2.341525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 171062 members 
Entering Unmasked Estep 
Score: -23415248.000000 Penalty: 5987.438965
	Iteration 127Q: 3 clusters Score -2.341525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 171068 members 
Entering Unmasked Estep 
Score: -23415250.000000 Penalty: 5987.438965
	Iteration 128Q: 3 clusters Score -2.341525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 171069 members 
Entering Unmasked Estep 
Score: -23415246.000000 Penalty: 5987.438965
	Iteration 129Q: 3 clusters Score -2.341525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 171072 members 
Entering Unmasked Estep 
Score: -23415254.000000 Penalty: 5987.438965
	Iteration 130Q: 3 clusters Score -2.341525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 171075 members 
Entering Unmasked Estep 
Score: -23415256.000000 Penalty: 5987.438965
	Iteration 131Q: 3 clusters Score -2.341526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 171078 members 
Entering Unmasked Estep 
Score: -23415250.000000 Penalty: 5987.438965
	Iteration 132Q: 3 clusters Score -2.341525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 171079 members 
Entering Unmasked Estep 
Score: -23415254.000000 Penalty: 5987.438965
	Iteration 133Q: 3 clusters Score -2.341525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 171080 members 
Entering Unmasked Estep 
Score: -23415248.000000 Penalty: 5987.438965
	Iteration 134Q: 3 clusters Score -2.341525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 171081 members 
Entering Unmasked Estep 
Score: -23415250.000000 Penalty: 5987.438965
	Iteration 135Q: 3 clusters Score -2.341525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -23415258.000000 Penalty: 5987.438965
	Iteration 136Q: 3 clusters Score -2.341526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 171087 members 
Entering Unmasked Estep 
Score: -23415246.000000 Penalty: 5987.438965
	Iteration 137Q: 3 clusters Score -2.341525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 171092 members 
Entering Unmasked Estep 
Score: -23415274.000000 Penalty: 5987.438965
	Iteration 138Q: 3 clusters Score -2.341527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 171100 members 
Entering Unmasked Estep 
Score: -23415274.000000 Penalty: 5987.438965
	Iteration 139Q: 3 clusters Score -2.341527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 171108 members 
Entering Unmasked Estep 
Score: -23415278.000000 Penalty: 5987.438965
	Iteration 140F: 3 clusters Score -2.341528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 171117 members 
Entering Unmasked Estep 
Score: -23415286.000000 Penalty: 5987.438965
	Iteration 141Q: 3 clusters Score -2.341529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 171127 members 
Entering Unmasked Estep 
Score: -23415292.000000 Penalty: 5987.438965
	Iteration 142Q: 3 clusters Score -2.341529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 171139 members 
Entering Unmasked Estep 
Score: -23415298.000000 Penalty: 5987.438965
	Iteration 143Q: 3 clusters Score -2.34153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 171145 members 
Entering Unmasked Estep 
Score: -23415290.000000 Penalty: 5987.438965
	Iteration 144Q: 3 clusters Score -2.341529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 171149 members 
Entering Unmasked Estep 
Score: -23415292.000000 Penalty: 5987.438965
	Iteration 145Q: 3 clusters Score -2.341529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 171154 members 
Entering Unmasked Estep 
Score: -23415290.000000 Penalty: 5987.438965
	Iteration 146Q: 3 clusters Score -2.341529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 171163 members 
Entering Unmasked Estep 
Score: -23415284.000000 Penalty: 5987.438965
	Iteration 147Q: 3 clusters Score -2.341528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 171167 members 
Entering Unmasked Estep 
Score: -23415268.000000 Penalty: 5987.438965
	Iteration 148Q: 3 clusters Score -2.341527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 171170 members 
Entering Unmasked Estep 
Score: -23415272.000000 Penalty: 5987.438965
	Iteration 149Q: 3 clusters Score -2.341527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 171174 members 
Entering Unmasked Estep 
Score: -23415276.000000 Penalty: 5987.438965
	Iteration 150Q: 3 clusters Score -2.341528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 171177 members 
Entering Unmasked Estep 
Score: -23415284.000000 Penalty: 5987.438965
	Iteration 151Q: 3 clusters Score -2.341528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 171179 members 
Entering Unmasked Estep 
Score: -23415298.000000 Penalty: 5987.438965
	Iteration 152Q: 3 clusters Score -2.34153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 171180 members 
Entering Unmasked Estep 
Score: -23415292.000000 Penalty: 5987.438965
	Iteration 153Q: 3 clusters Score -2.341529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 171180 members 
Entering Unmasked Estep 
Score: -23415292.000000 Penalty: 5987.438965
	Iteration 154F: 3 clusters Score -2.341529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Entering Unmasked Estep 
Score: -11990743.000000 Penalty: 2827.677979
	Iteration 0F: 2 clusters Score -1.199074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -11930947.000000 Penalty: 5655.355957
	Iteration 0F: 3 clusters Score -1.193095e+07 nChanged 42045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -11955069.000000 Penalty: 5655.355957
	Iteration 1F: 3 clusters Score -1.195507e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -11955957.000000 Penalty: 5655.355957
	Iteration 2Q: 3 clusters Score -1.195596e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -11957163.000000 Penalty: 5655.355957
	Iteration 3Q: 3 clusters Score -1.195716e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -11958755.000000 Penalty: 5655.355957
	Iteration 4Q: 3 clusters Score -1.195876e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -11960720.000000 Penalty: 5655.355957
	Iteration 5Q: 3 clusters Score -1.196072e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -11963275.000000 Penalty: 5655.355957
	Iteration 6F: 3 clusters Score -1.196328e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -11966182.000000 Penalty: 5655.355957
	Iteration 7F: 3 clusters Score -1.196618e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -11969446.000000 Penalty: 5655.355957
	Iteration 8F: 3 clusters Score -1.196945e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -11972278.000000 Penalty: 5655.355957
	Iteration 9F: 3 clusters Score -1.197228e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -11974394.000000 Penalty: 5655.355957
	Iteration 10Q: 3 clusters Score -1.197439e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -11975530.000000 Penalty: 5655.355957
	Iteration 11Q: 3 clusters Score -1.197553e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -11976162.000000 Penalty: 5655.355957
	Iteration 12Q: 3 clusters Score -1.197616e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -11976402.000000 Penalty: 5655.355957
	Iteration 13Q: 3 clusters Score -1.19764e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -11976603.000000 Penalty: 5655.355957
	Iteration 14Q: 3 clusters Score -1.19766e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -11976700.000000 Penalty: 5655.355957
	Iteration 15Q: 3 clusters Score -1.19767e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -11976850.000000 Penalty: 5655.355957
	Iteration 16Q: 3 clusters Score -1.197685e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -11977046.000000 Penalty: 5655.355957
	Iteration 17Q: 3 clusters Score -1.197705e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -11977163.000000 Penalty: 5655.355957
	Iteration 18Q: 3 clusters Score -1.197716e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -11977276.000000 Penalty: 5655.355957
	Iteration 19Q: 3 clusters Score -1.197728e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -11977390.000000 Penalty: 5655.355957
	Iteration 20F: 3 clusters Score -1.197739e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -11977541.000000 Penalty: 5655.355957
	Iteration 21Q: 3 clusters Score -1.197754e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -11977660.000000 Penalty: 5655.355957
	Iteration 22Q: 3 clusters Score -1.197766e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -11977800.000000 Penalty: 5655.355957
	Iteration 23Q: 3 clusters Score -1.19778e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -11977997.000000 Penalty: 5655.355957
	Iteration 24Q: 3 clusters Score -1.1978e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -11978187.000000 Penalty: 5655.355957
	Iteration 25Q: 3 clusters Score -1.197819e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -11978337.000000 Penalty: 5655.355957
	Iteration 26Q: 3 clusters Score -1.197834e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -11978454.000000 Penalty: 5655.355957
	Iteration 27Q: 3 clusters Score -1.197845e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -11978562.000000 Penalty: 5655.355957
	Iteration 28Q: 3 clusters Score -1.197856e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -11978793.000000 Penalty: 5655.355957
	Iteration 29Q: 3 clusters Score -1.197879e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -11978947.000000 Penalty: 5655.355957
	Iteration 30Q: 3 clusters Score -1.197895e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -11979126.000000 Penalty: 5655.355957
	Iteration 31Q: 3 clusters Score -1.197913e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -11979294.000000 Penalty: 5655.355957
	Iteration 32Q: 3 clusters Score -1.197929e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -11979532.000000 Penalty: 5655.355957
	Iteration 33Q: 3 clusters Score -1.197953e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -11979689.000000 Penalty: 5655.355957
	Iteration 34Q: 3 clusters Score -1.197969e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -11979833.000000 Penalty: 5655.355957
	Iteration 35Q: 3 clusters Score -1.197983e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -11980048.000000 Penalty: 5655.355957
	Iteration 36Q: 3 clusters Score -1.198005e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -11980242.000000 Penalty: 5655.355957
	Iteration 37Q: 3 clusters Score -1.198024e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -11980503.000000 Penalty: 5655.355957
	Iteration 38Q: 3 clusters Score -1.19805e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -11980769.000000 Penalty: 5655.355957
	Iteration 39Q: 3 clusters Score -1.198077e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -11980901.000000 Penalty: 5655.355957
	Iteration 40F: 3 clusters Score -1.19809e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -11981113.000000 Penalty: 5655.355957
	Iteration 41Q: 3 clusters Score -1.198111e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -11981341.000000 Penalty: 5655.355957
	Iteration 42Q: 3 clusters Score -1.198134e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -11981548.000000 Penalty: 5655.355957
	Iteration 43Q: 3 clusters Score -1.198155e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -11981784.000000 Penalty: 5655.355957
	Iteration 44Q: 3 clusters Score -1.198178e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -11982007.000000 Penalty: 5655.355957
	Iteration 45Q: 3 clusters Score -1.198201e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -11982268.000000 Penalty: 5655.355957
	Iteration 46Q: 3 clusters Score -1.198227e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -11982591.000000 Penalty: 5655.355957
	Iteration 47Q: 3 clusters Score -1.198259e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -11982906.000000 Penalty: 5655.355957
	Iteration 48Q: 3 clusters Score -1.198291e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -11983265.000000 Penalty: 5655.355957
	Iteration 49Q: 3 clusters Score -1.198326e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -11983558.000000 Penalty: 5655.355957
	Iteration 50Q: 3 clusters Score -1.198356e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -11983885.000000 Penalty: 5655.355957
	Iteration 51Q: 3 clusters Score -1.198388e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -11984209.000000 Penalty: 5655.355957
	Iteration 52Q: 3 clusters Score -1.198421e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -11984489.000000 Penalty: 5655.355957
	Iteration 53Q: 3 clusters Score -1.198449e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -11984900.000000 Penalty: 5655.355957
	Iteration 54Q: 3 clusters Score -1.19849e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -11985168.000000 Penalty: 5655.355957
	Iteration 55Q: 3 clusters Score -1.198517e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -11985431.000000 Penalty: 5655.355957
	Iteration 56Q: 3 clusters Score -1.198543e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -11985721.000000 Penalty: 5655.355957
	Iteration 57Q: 3 clusters Score -1.198572e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -11985979.000000 Penalty: 5655.355957
	Iteration 58Q: 3 clusters Score -1.198598e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -11986234.000000 Penalty: 5655.355957
	Iteration 59Q: 3 clusters Score -1.198623e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -11986509.000000 Penalty: 5655.355957
	Iteration 60F: 3 clusters Score -1.198651e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -11986754.000000 Penalty: 5655.355957
	Iteration 61Q: 3 clusters Score -1.198675e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -11986946.000000 Penalty: 5655.355957
	Iteration 62Q: 3 clusters Score -1.198695e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -11987112.000000 Penalty: 5655.355957
	Iteration 63Q: 3 clusters Score -1.198711e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -11987243.000000 Penalty: 5655.355957
	Iteration 64Q: 3 clusters Score -1.198724e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -11987369.000000 Penalty: 5655.355957
	Iteration 65Q: 3 clusters Score -1.198737e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -11987510.000000 Penalty: 5655.355957
	Iteration 66Q: 3 clusters Score -1.198751e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -11987621.000000 Penalty: 5655.355957
	Iteration 67Q: 3 clusters Score -1.198762e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -11987742.000000 Penalty: 5655.355957
	Iteration 68Q: 3 clusters Score -1.198774e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -11987875.000000 Penalty: 5655.355957
	Iteration 69Q: 3 clusters Score -1.198788e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -11987935.000000 Penalty: 5655.355957
	Iteration 70Q: 3 clusters Score -1.198794e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -11988000.000000 Penalty: 5655.355957
	Iteration 71Q: 3 clusters Score -1.1988e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -11988106.000000 Penalty: 5655.355957
	Iteration 72Q: 3 clusters Score -1.198811e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -11988179.000000 Penalty: 5655.355957
	Iteration 73Q: 3 clusters Score -1.198818e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -11988220.000000 Penalty: 5655.355957
	Iteration 74Q: 3 clusters Score -1.198822e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -11988265.000000 Penalty: 5655.355957
	Iteration 75Q: 3 clusters Score -1.198826e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -11988306.000000 Penalty: 5655.355957
	Iteration 76Q: 3 clusters Score -1.198831e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -11988365.000000 Penalty: 5655.355957
	Iteration 77Q: 3 clusters Score -1.198836e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -11988402.000000 Penalty: 5655.355957
	Iteration 78Q: 3 clusters Score -1.19884e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -11988421.000000 Penalty: 5655.355957
	Iteration 79Q: 3 clusters Score -1.198842e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -11988454.000000 Penalty: 5655.355957
	Iteration 80F: 3 clusters Score -1.198845e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84341 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -11988479.000000 Penalty: 5655.355957
	Iteration 81Q: 3 clusters Score -1.198848e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -11988504.000000 Penalty: 5655.355957
	Iteration 82Q: 3 clusters Score -1.19885e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84645 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -11988546.000000 Penalty: 5655.355957
	Iteration 83Q: 3 clusters Score -1.198855e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -11988578.000000 Penalty: 5655.355957
	Iteration 84Q: 3 clusters Score -1.198858e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -11988590.000000 Penalty: 5655.355957
	Iteration 85Q: 3 clusters Score -1.198859e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -11988607.000000 Penalty: 5655.355957
	Iteration 86Q: 3 clusters Score -1.198861e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -11988596.000000 Penalty: 5655.355957
	Iteration 87Q: 3 clusters Score -1.19886e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -11988621.000000 Penalty: 5655.355957
	Iteration 88Q: 3 clusters Score -1.198862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -11988617.000000 Penalty: 5655.355957
	Iteration 89Q: 3 clusters Score -1.198862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85275 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -11988633.000000 Penalty: 5655.355957
	Iteration 90Q: 3 clusters Score -1.198863e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -11988643.000000 Penalty: 5655.355957
	Iteration 91Q: 3 clusters Score -1.198864e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -11988641.000000 Penalty: 5655.355957
	Iteration 92Q: 3 clusters Score -1.198864e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85442 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -11988630.000000 Penalty: 5655.355957
	Iteration 93Q: 3 clusters Score -1.198863e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -11988634.000000 Penalty: 5655.355957
	Iteration 94Q: 3 clusters Score -1.198863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -11988652.000000 Penalty: 5655.355957
	Iteration 95Q: 3 clusters Score -1.198865e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -11988648.000000 Penalty: 5655.355957
	Iteration 96Q: 3 clusters Score -1.198865e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -11988662.000000 Penalty: 5655.355957
	Iteration 97Q: 3 clusters Score -1.198866e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -11988666.000000 Penalty: 5655.355957
	Iteration 98Q: 3 clusters Score -1.198867e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -11988688.000000 Penalty: 5655.355957
	Iteration 99Q: 3 clusters Score -1.198869e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -11988715.000000 Penalty: 5655.355957
	Iteration 100F: 3 clusters Score -1.198872e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -11988718.000000 Penalty: 5655.355957
	Iteration 101Q: 3 clusters Score -1.198872e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -11988707.000000 Penalty: 5655.355957
	Iteration 102Q: 3 clusters Score -1.198871e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -11988697.000000 Penalty: 5655.355957
	Iteration 103Q: 3 clusters Score -1.19887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -11988704.000000 Penalty: 5655.355957
	Iteration 104Q: 3 clusters Score -1.19887e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -11988718.000000 Penalty: 5655.355957
	Iteration 105Q: 3 clusters Score -1.198872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -11988724.000000 Penalty: 5655.355957
	Iteration 106Q: 3 clusters Score -1.198872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -11988728.000000 Penalty: 5655.355957
	Iteration 107Q: 3 clusters Score -1.198873e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -11988732.000000 Penalty: 5655.355957
	Iteration 108Q: 3 clusters Score -1.198873e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -11988762.000000 Penalty: 5655.355957
	Iteration 109Q: 3 clusters Score -1.198876e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -11988741.000000 Penalty: 5655.355957
	Iteration 110Q: 3 clusters Score -1.198874e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -11988746.000000 Penalty: 5655.355957
	Iteration 111Q: 3 clusters Score -1.198875e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -11988753.000000 Penalty: 5655.355957
	Iteration 112Q: 3 clusters Score -1.198875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -11988776.000000 Penalty: 5655.355957
	Iteration 113Q: 3 clusters Score -1.198878e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -11988783.000000 Penalty: 5655.355957
	Iteration 114Q: 3 clusters Score -1.198878e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86238 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -11988799.000000 Penalty: 5655.355957
	Iteration 115Q: 3 clusters Score -1.19888e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86278 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -11988780.000000 Penalty: 5655.355957
	Iteration 116Q: 3 clusters Score -1.198878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86320 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -11988802.000000 Penalty: 5655.355957
	Iteration 117Q: 3 clusters Score -1.19888e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11988805.000000 Penalty: 5655.355957
	Iteration 118Q: 3 clusters Score -1.19888e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -11988796.000000 Penalty: 5655.355957
	Iteration 119Q: 3 clusters Score -1.19888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -11988775.000000 Penalty: 5655.355957
	Iteration 120F: 3 clusters Score -1.198878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -11988780.000000 Penalty: 5655.355957
	Iteration 121Q: 3 clusters Score -1.198878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -11988779.000000 Penalty: 5655.355957
	Iteration 122Q: 3 clusters Score -1.198878e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -11988777.000000 Penalty: 5655.355957
	Iteration 123Q: 3 clusters Score -1.198878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -11988767.000000 Penalty: 5655.355957
	Iteration 124Q: 3 clusters Score -1.198877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -11988770.000000 Penalty: 5655.355957
	Iteration 125Q: 3 clusters Score -1.198877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -11988772.000000 Penalty: 5655.355957
	Iteration 126Q: 3 clusters Score -1.198877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -11988791.000000 Penalty: 5655.355957
	Iteration 127Q: 3 clusters Score -1.198879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -11988787.000000 Penalty: 5655.355957
	Iteration 128Q: 3 clusters Score -1.198879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -11988790.000000 Penalty: 5655.355957
	Iteration 129Q: 3 clusters Score -1.198879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -11988794.000000 Penalty: 5655.355957
	Iteration 130Q: 3 clusters Score -1.198879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -11988799.000000 Penalty: 5655.355957
	Iteration 131Q: 3 clusters Score -1.19888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -11988792.000000 Penalty: 5655.355957
	Iteration 132Q: 3 clusters Score -1.198879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -11988793.000000 Penalty: 5655.355957
	Iteration 133Q: 3 clusters Score -1.198879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -11988783.000000 Penalty: 5655.355957
	Iteration 134Q: 3 clusters Score -1.198878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -11988783.000000 Penalty: 5655.355957
	Iteration 135F: 3 clusters Score -1.198878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Entering Unmasked Estep 
Score: -6612418.000000 Penalty: 2686.424805
	Iteration 0F: 2 clusters Score -6612418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -6578252.500000 Penalty: 5372.849609
	Iteration 0F: 3 clusters Score -6578252 nChanged 23482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -6591335.000000 Penalty: 5372.849609
	Iteration 1F: 3 clusters Score -6591335 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -6592014.000000 Penalty: 5372.849609
	Iteration 2Q: 3 clusters Score -6592014 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -6592784.500000 Penalty: 5372.849609
	Iteration 3Q: 3 clusters Score -6592784 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -6593549.500000 Penalty: 5372.849609
	Iteration 4Q: 3 clusters Score -6593550 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -6594621.500000 Penalty: 5372.849609
	Iteration 5Q: 3 clusters Score -6594622 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -6596053.000000 Penalty: 5372.849609
	Iteration 6F: 3 clusters Score -6596053 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -6597823.500000 Penalty: 5372.849609
	Iteration 7F: 3 clusters Score -6597824 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -6599746.000000 Penalty: 5372.849609
	Iteration 8F: 3 clusters Score -6599746 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -6601556.000000 Penalty: 5372.849609
	Iteration 9F: 3 clusters Score -6601556 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -6603070.000000 Penalty: 5372.849609
	Iteration 10Q: 3 clusters Score -6603070 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -6604339.000000 Penalty: 5372.849609
	Iteration 11Q: 3 clusters Score -6604339 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -6605478.000000 Penalty: 5372.849609
	Iteration 12Q: 3 clusters Score -6605478 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -6606860.500000 Penalty: 5372.849609
	Iteration 13Q: 3 clusters Score -6606860 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -6608373.500000 Penalty: 5372.849609
	Iteration 14Q: 3 clusters Score -6608374 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -6609386.000000 Penalty: 5372.849609
	Iteration 15Q: 3 clusters Score -6609386 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -6609812.500000 Penalty: 5372.849609
	Iteration 16Q: 3 clusters Score -6609812 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -6609961.500000 Penalty: 5372.849609
	Iteration 17Q: 3 clusters Score -6609962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -6610032.000000 Penalty: 5372.849609
	Iteration 18Q: 3 clusters Score -6610032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -6610063.500000 Penalty: 5372.849609
	Iteration 19Q: 3 clusters Score -6610064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -6610079.000000 Penalty: 5372.849609
	Iteration 20F: 3 clusters Score -6610079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -6610095.500000 Penalty: 5372.849609
	Iteration 21Q: 3 clusters Score -6610096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -6610114.500000 Penalty: 5372.849609
	Iteration 22Q: 3 clusters Score -6610114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -6610138.000000 Penalty: 5372.849609
	Iteration 23Q: 3 clusters Score -6610138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -6610129.000000 Penalty: 5372.849609
	Iteration 24Q: 3 clusters Score -6610129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -6610131.000000 Penalty: 5372.849609
	Iteration 25Q: 3 clusters Score -6610131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -6610131.500000 Penalty: 5372.849609
	Iteration 26Q: 3 clusters Score -6610132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -6610133.000000 Penalty: 5372.849609
	Iteration 27Q: 3 clusters Score -6610133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -6610138.000000 Penalty: 5372.849609
	Iteration 28Q: 3 clusters Score -6610138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -6610145.500000 Penalty: 5372.849609
	Iteration 29Q: 3 clusters Score -6610146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -6610149.000000 Penalty: 5372.849609
	Iteration 30Q: 3 clusters Score -6610149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -6610143.000000 Penalty: 5372.849609
	Iteration 31Q: 3 clusters Score -6610143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -6610152.500000 Penalty: 5372.849609
	Iteration 32Q: 3 clusters Score -6610152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6610157.000000 Penalty: 5372.849609
	Iteration 33Q: 3 clusters Score -6610157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6610157.000000 Penalty: 5372.849609
	Iteration 34F: 3 clusters Score -6610157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -113784.390625 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -113784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111917.890625 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -111917.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112260.359375 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -112260.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112508.742188 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -112508.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112859.882812 Penalty: 3372.884277
	Iteration 3F: 3 clusters Score -112859.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112989.359375 Penalty: 3372.884277
	Iteration 4F: 3 clusters Score -112989.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -113056.468750 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -113056.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -113145.914062 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -113145.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -113216.750000 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -113216.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -113259.492188 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -113259.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -113287.218750 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -113287.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113321.117188 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -113321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -113335.484375 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -113335.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -113349.687500 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -113349.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -113360.062500 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -113360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -113368.617188 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -113368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -113377.593750 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -113377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -113379.195312 Penalty: 3372.884277
	Iteration 16Q: 3 clusters Score -113379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -113381.242188 Penalty: 3372.884277
	Iteration 17Q: 3 clusters Score -113381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -113381.242188 Penalty: 3372.884277
	Iteration 18F: 3 clusters Score -113381.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -190481.984375 Penalty: 1827.035034
	Iteration 0F: 2 clusters Score -190482 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 791 members 
Entering Unmasked Estep 
Score: -188167.359375 Penalty: 3654.070068
	Iteration 0F: 3 clusters Score -188167.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -188749.125000 Penalty: 3654.070068
	Iteration 1F: 3 clusters Score -188749.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -189118.296875 Penalty: 3654.070068
	Iteration 2F: 3 clusters Score -189118.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -189537.984375 Penalty: 3654.070068
	Iteration 3F: 3 clusters Score -189538 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -189929.781250 Penalty: 3654.070068
	Iteration 4F: 3 clusters Score -189929.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -190399.515625 Penalty: 3654.070068
	Iteration 5F: 3 clusters Score -190399.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190876.546875 Penalty: 3654.070068
	Iteration 6F: 3 clusters Score -190876.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -190981.593750 Penalty: 3654.070068
	Iteration 7Q: 3 clusters Score -190981.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -191028.640625 Penalty: 3654.070068
	Iteration 8Q: 3 clusters Score -191028.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -191076.500000 Penalty: 3654.070068
	Iteration 9Q: 3 clusters Score -191076.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -191099.437500 Penalty: 3654.070068
	Iteration 10Q: 3 clusters Score -191099.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -191117.250000 Penalty: 3654.070068
	Iteration 11Q: 3 clusters Score -191117.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -191134.515625 Penalty: 3654.070068
	Iteration 12Q: 3 clusters Score -191134.5 nChanged 12
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: -191164.812500 Penalty: 3654.070068
	Iteration 13Q: 3 clusters Score -191164.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -191215.921875 Penalty: 3654.070068
	Iteration 14Q: 3 clusters Score -191215.9 nChanged 20
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: -191282.781250 Penalty: 3654.070068
	Iteration 15Q: 3 clusters Score -191282.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -191329.312500 Penalty: 3654.070068
	Iteration 16Q: 3 clusters Score -191329.3 nChanged 9
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: -191347.187500 Penalty: 3654.070068
	Iteration 17Q: 3 clusters Score -191347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -191351.500000 Penalty: 3654.070068
	Iteration 18Q: 3 clusters Score -191351.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -191357.218750 Penalty: 3654.070068
	Iteration 19Q: 3 clusters Score -191357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -191358.765625 Penalty: 3654.070068
	Iteration 20F: 3 clusters Score -191358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -191361.953125 Penalty: 3654.070068
	Iteration 21Q: 3 clusters Score -191362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -191362.875000 Penalty: 3654.070068
	Iteration 22Q: 3 clusters Score -191362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -191363.953125 Penalty: 3654.070068
	Iteration 23Q: 3 clusters Score -191364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -191363.953125 Penalty: 3654.070068
	Iteration 24F: 3 clusters Score -191364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142616 members 
Mstep: Class 2 contains 58434 members 
Mstep: Class 3 contains 11578 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174809 members 
Mstep: Class 6 contains 89494 members 
Mstep: Class 7 contains 50633 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 157173 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 10123 members 
Mstep: Class 13 contains 28965 members 
Mstep: Class 14 contains 25207 members 
Mstep: Class 15 contains 160441 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173366 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 963 members 
Entering Unmasked Estep 
Score: -144368048.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144369136.000000 to -144368048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (157173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157173 members 
Entering Unmasked Estep 
Score: -21088872.000000 Penalty: 2967.345459
	Iteration 0F: 2 clusters Score -2.108887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
Score: -20983676.000000 Penalty: 5934.690918
	Iteration 0F: 3 clusters Score -2.098368e+07 nChanged 75668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 83571 members 
Entering Unmasked Estep 
Score: -21027786.000000 Penalty: 5934.690918
	Iteration 1F: 3 clusters Score -2.102779e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -21029206.000000 Penalty: 5934.690918
	Iteration 2Q: 3 clusters Score -2.102921e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -21032036.000000 Penalty: 5934.690918
	Iteration 3Q: 3 clusters Score -2.103204e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 99237 members 
Entering Unmasked Estep 
Score: -21036696.000000 Penalty: 5934.690918
	Iteration 4F: 3 clusters Score -2.10367e+07 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 110042 members 
Entering Unmasked Estep 
Score: -21045132.000000 Penalty: 5934.690918
	Iteration 5F: 3 clusters Score -2.104513e+07 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 123351 members 
Entering Unmasked Estep 
Score: -21057898.000000 Penalty: 5934.690918
	Iteration 6F: 3 clusters Score -2.10579e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 135449 members 
Entering Unmasked Estep 
Score: -21070584.000000 Penalty: 5934.690918
	Iteration 7F: 3 clusters Score -2.107058e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 142909 members 
Entering Unmasked Estep 
Score: -21079146.000000 Penalty: 5934.690918
	Iteration 8F: 3 clusters Score -2.107915e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 146305 members 
Entering Unmasked Estep 
Score: -21083126.000000 Penalty: 5934.690918
	Iteration 9Q: 3 clusters Score -2.108313e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 147889 members 
Entering Unmasked Estep 
Score: -21084548.000000 Penalty: 5934.690918
	Iteration 10Q: 3 clusters Score -2.108455e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 148974 members 
Entering Unmasked Estep 
Score: -21085186.000000 Penalty: 5934.690918
	Iteration 11Q: 3 clusters Score -2.108519e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -21085474.000000 Penalty: 5934.690918
	Iteration 12Q: 3 clusters Score -2.108547e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 150662 members 
Entering Unmasked Estep 
Score: -21085692.000000 Penalty: 5934.690918
	Iteration 13Q: 3 clusters Score -2.108569e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 151300 members 
Entering Unmasked Estep 
Score: -21085872.000000 Penalty: 5934.690918
	Iteration 14Q: 3 clusters Score -2.108587e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 151856 members 
Entering Unmasked Estep 
Score: -21086026.000000 Penalty: 5934.690918
	Iteration 15Q: 3 clusters Score -2.108603e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 152326 members 
Entering Unmasked Estep 
Score: -21086120.000000 Penalty: 5934.690918
	Iteration 16Q: 3 clusters Score -2.108612e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 152739 members 
Entering Unmasked Estep 
Score: -21086250.000000 Penalty: 5934.690918
	Iteration 17Q: 3 clusters Score -2.108625e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 153104 members 
Entering Unmasked Estep 
Score: -21086308.000000 Penalty: 5934.690918
	Iteration 18Q: 3 clusters Score -2.108631e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 153442 members 
Entering Unmasked Estep 
Score: -21086398.000000 Penalty: 5934.690918
	Iteration 19Q: 3 clusters Score -2.10864e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 153743 members 
Entering Unmasked Estep 
Score: -21086462.000000 Penalty: 5934.690918
	Iteration 20F: 3 clusters Score -2.108646e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 153987 members 
Entering Unmasked Estep 
Score: -21086514.000000 Penalty: 5934.690918
	Iteration 21Q: 3 clusters Score -2.108651e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 154219 members 
Entering Unmasked Estep 
Score: -21086574.000000 Penalty: 5934.690918
	Iteration 22Q: 3 clusters Score -2.108657e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 154425 members 
Entering Unmasked Estep 
Score: -21086628.000000 Penalty: 5934.690918
	Iteration 23Q: 3 clusters Score -2.108663e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 154590 members 
Entering Unmasked Estep 
Score: -21086614.000000 Penalty: 5934.690918
	Iteration 24Q: 3 clusters Score -2.108661e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 154732 members 
Entering Unmasked Estep 
Score: -21086652.000000 Penalty: 5934.690918
	Iteration 25Q: 3 clusters Score -2.108665e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -21086736.000000 Penalty: 5934.690918
	Iteration 26Q: 3 clusters Score -2.108674e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 154952 members 
Entering Unmasked Estep 
Score: -21086746.000000 Penalty: 5934.690918
	Iteration 27Q: 3 clusters Score -2.108675e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 155039 members 
Entering Unmasked Estep 
Score: -21086770.000000 Penalty: 5934.690918
	Iteration 28Q: 3 clusters Score -2.108677e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 155106 members 
Entering Unmasked Estep 
Score: -21086726.000000 Penalty: 5934.690918
	Iteration 29Q: 3 clusters Score -2.108673e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 155155 members 
Entering Unmasked Estep 
Score: -21086754.000000 Penalty: 5934.690918
	Iteration 30Q: 3 clusters Score -2.108675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -21086728.000000 Penalty: 5934.690918
	Iteration 31Q: 3 clusters Score -2.108673e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 155244 members 
Entering Unmasked Estep 
Score: -21086762.000000 Penalty: 5934.690918
	Iteration 32Q: 3 clusters Score -2.108676e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 155285 members 
Entering Unmasked Estep 
Score: -21086730.000000 Penalty: 5934.690918
	Iteration 33Q: 3 clusters Score -2.108673e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 155323 members 
Entering Unmasked Estep 
Score: -21086746.000000 Penalty: 5934.690918
	Iteration 34Q: 3 clusters Score -2.108675e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 155363 members 
Entering Unmasked Estep 
Score: -21086750.000000 Penalty: 5934.690918
	Iteration 35Q: 3 clusters Score -2.108675e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -21086770.000000 Penalty: 5934.690918
	Iteration 36Q: 3 clusters Score -2.108677e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 155440 members 
Entering Unmasked Estep 
Score: -21086752.000000 Penalty: 5934.690918
	Iteration 37Q: 3 clusters Score -2.108675e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 155480 members 
Entering Unmasked Estep 
Score: -21086774.000000 Penalty: 5934.690918
	Iteration 38Q: 3 clusters Score -2.108677e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 155509 members 
Entering Unmasked Estep 
Score: -21086794.000000 Penalty: 5934.690918
	Iteration 39Q: 3 clusters Score -2.108679e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -21086812.000000 Penalty: 5934.690918
	Iteration 40F: 3 clusters Score -2.108681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 155551 members 
Entering Unmasked Estep 
Score: -21086822.000000 Penalty: 5934.690918
	Iteration 41Q: 3 clusters Score -2.108682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 155567 members 
Entering Unmasked Estep 
Score: -21086828.000000 Penalty: 5934.690918
	Iteration 42Q: 3 clusters Score -2.108683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 155581 members 
Entering Unmasked Estep 
Score: -21086850.000000 Penalty: 5934.690918
	Iteration 43Q: 3 clusters Score -2.108685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 155592 members 
Entering Unmasked Estep 
Score: -21086856.000000 Penalty: 5934.690918
	Iteration 44Q: 3 clusters Score -2.108686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 155606 members 
Entering Unmasked Estep 
Score: -21086838.000000 Penalty: 5934.690918
	Iteration 45Q: 3 clusters Score -2.108684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 155619 members 
Entering Unmasked Estep 
Score: -21086850.000000 Penalty: 5934.690918
	Iteration 46Q: 3 clusters Score -2.108685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 155629 members 
Entering Unmasked Estep 
Score: -21086864.000000 Penalty: 5934.690918
	Iteration 47Q: 3 clusters Score -2.108686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 155640 members 
Entering Unmasked Estep 
Score: -21086852.000000 Penalty: 5934.690918
	Iteration 48Q: 3 clusters Score -2.108685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 155653 members 
Entering Unmasked Estep 
Score: -21086834.000000 Penalty: 5934.690918
	Iteration 49Q: 3 clusters Score -2.108683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 155670 members 
Entering Unmasked Estep 
Score: -21086834.000000 Penalty: 5934.690918
	Iteration 50Q: 3 clusters Score -2.108683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 155681 members 
Entering Unmasked Estep 
Score: -21086814.000000 Penalty: 5934.690918
	Iteration 51Q: 3 clusters Score -2.108681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 155690 members 
Entering Unmasked Estep 
Score: -21086812.000000 Penalty: 5934.690918
	Iteration 52Q: 3 clusters Score -2.108681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 155696 members 
Entering Unmasked Estep 
Score: -21086818.000000 Penalty: 5934.690918
	Iteration 53Q: 3 clusters Score -2.108682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 155700 members 
Entering Unmasked Estep 
Score: -21086836.000000 Penalty: 5934.690918
	Iteration 54Q: 3 clusters Score -2.108684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 155711 members 
Entering Unmasked Estep 
Score: -21086838.000000 Penalty: 5934.690918
	Iteration 55Q: 3 clusters Score -2.108684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 155718 members 
Entering Unmasked Estep 
Score: -21086840.000000 Penalty: 5934.690918
	Iteration 56Q: 3 clusters Score -2.108684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 155728 members 
Entering Unmasked Estep 
Score: -21086828.000000 Penalty: 5934.690918
	Iteration 57Q: 3 clusters Score -2.108683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 155737 members 
Entering Unmasked Estep 
Score: -21086840.000000 Penalty: 5934.690918
	Iteration 58Q: 3 clusters Score -2.108684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 155741 members 
Entering Unmasked Estep 
Score: -21086842.000000 Penalty: 5934.690918
	Iteration 59Q: 3 clusters Score -2.108684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -21086834.000000 Penalty: 5934.690918
	Iteration 60F: 3 clusters Score -2.108683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -21086840.000000 Penalty: 5934.690918
	Iteration 61Q: 3 clusters Score -2.108684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 155745 members 
Entering Unmasked Estep 
Score: -21086838.000000 Penalty: 5934.690918
	Iteration 62Q: 3 clusters Score -2.108684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 155745 members 
Entering Unmasked Estep 
Score: -21086838.000000 Penalty: 5934.690918
	Iteration 63F: 3 clusters Score -2.108684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -326651.312500 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -326651.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -323762.156250 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -323762.2 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -324308.031250 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -324308 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -324467.750000 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -324467.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -324547.093750 Penalty: 3870.301270
	Iteration 3Q: 3 clusters Score -324547.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -324618.062500 Penalty: 3870.301270
	Iteration 4Q: 3 clusters Score -324618.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -324673.343750 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -324673.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -324717.843750 Penalty: 3870.301270
	Iteration 6Q: 3 clusters Score -324717.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -324749.531250 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -324749.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -324776.437500 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -324776.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -324798.937500 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -324798.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -324817.562500 Penalty: 3870.301270
	Iteration 10Q: 3 clusters Score -324817.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -324838.062500 Penalty: 3870.301270
	Iteration 11Q: 3 clusters Score -324838.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -324848.437500 Penalty: 3870.301270
	Iteration 12Q: 3 clusters Score -324848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -324861.593750 Penalty: 3870.301270
	Iteration 13Q: 3 clusters Score -324861.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -324877.000000 Penalty: 3870.301270
	Iteration 14Q: 3 clusters Score -324877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -324887.937500 Penalty: 3870.301270
	Iteration 15Q: 3 clusters Score -324887.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -324897.406250 Penalty: 3870.301270
	Iteration 16Q: 3 clusters Score -324897.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -324905.218750 Penalty: 3870.301270
	Iteration 17Q: 3 clusters Score -324905.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324911.968750 Penalty: 3870.301270
	Iteration 18Q: 3 clusters Score -324912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -324921.062500 Penalty: 3870.301270
	Iteration 19Q: 3 clusters Score -324921.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -324925.593750 Penalty: 3870.301270
	Iteration 20F: 3 clusters Score -324925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -324928.531250 Penalty: 3870.301270
	Iteration 21Q: 3 clusters Score -324928.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -324930.437500 Penalty: 3870.301270
	Iteration 22Q: 3 clusters Score -324930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -324932.375000 Penalty: 3870.301270
	Iteration 23Q: 3 clusters Score -324932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -324933.093750 Penalty: 3870.301270
	Iteration 24Q: 3 clusters Score -324933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -324934.062500 Penalty: 3870.301270
	Iteration 25Q: 3 clusters Score -324934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -324935.281250 Penalty: 3870.301270
	Iteration 26Q: 3 clusters Score -324935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -324935.281250 Penalty: 3870.301270
	Iteration 27F: 3 clusters Score -324935.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Entering Unmasked Estep 
Score: -1373405.125000 Penalty: 2287.196289
	Iteration 0F: 2 clusters Score -1373405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1365639.500000 Penalty: 4574.392578
	Iteration 0F: 3 clusters Score -1365640 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1367776.750000 Penalty: 4574.392578
	Iteration 1F: 3 clusters Score -1367777 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1368058.500000 Penalty: 4574.392578
	Iteration 2F: 3 clusters Score -1368058 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1368316.000000 Penalty: 4574.392578
	Iteration 3F: 3 clusters Score -1368316 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1368571.125000 Penalty: 4574.392578
	Iteration 4Q: 3 clusters Score -1368571 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1368852.125000 Penalty: 4574.392578
	Iteration 5Q: 3 clusters Score -1368852 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1369197.500000 Penalty: 4574.392578
	Iteration 6F: 3 clusters Score -1369198 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1369614.625000 Penalty: 4574.392578
	Iteration 7F: 3 clusters Score -1369615 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1370081.750000 Penalty: 4574.392578
	Iteration 8F: 3 clusters Score -1370082 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1370508.250000 Penalty: 4574.392578
	Iteration 9Q: 3 clusters Score -1370508 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1370833.750000 Penalty: 4574.392578
	Iteration 10Q: 3 clusters Score -1370834 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1371061.875000 Penalty: 4574.392578
	Iteration 11Q: 3 clusters Score -1371062 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1371221.000000 Penalty: 4574.392578
	Iteration 12Q: 3 clusters Score -1371221 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1371354.000000 Penalty: 4574.392578
	Iteration 13Q: 3 clusters Score -1371354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1371438.875000 Penalty: 4574.392578
	Iteration 14Q: 3 clusters Score -1371439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1371490.500000 Penalty: 4574.392578
	Iteration 15Q: 3 clusters Score -1371490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1371512.750000 Penalty: 4574.392578
	Iteration 16Q: 3 clusters Score -1371513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1371531.000000 Penalty: 4574.392578
	Iteration 17Q: 3 clusters Score -1371531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1371541.125000 Penalty: 4574.392578
	Iteration 18Q: 3 clusters Score -1371541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1371551.000000 Penalty: 4574.392578
	Iteration 19Q: 3 clusters Score -1371551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1371560.000000 Penalty: 4574.392578
	Iteration 20F: 3 clusters Score -1371560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1371566.625000 Penalty: 4574.392578
	Iteration 21Q: 3 clusters Score -1371567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1371570.500000 Penalty: 4574.392578
	Iteration 22Q: 3 clusters Score -1371570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1371576.375000 Penalty: 4574.392578
	Iteration 23Q: 3 clusters Score -1371576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1371582.500000 Penalty: 4574.392578
	Iteration 24Q: 3 clusters Score -1371582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1371582.625000 Penalty: 4574.392578
	Iteration 25Q: 3 clusters Score -1371583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1371583.375000 Penalty: 4574.392578
	Iteration 26Q: 3 clusters Score -1371583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1371583.375000 Penalty: 4574.392578
	Iteration 27F: 3 clusters Score -1371583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Entering Unmasked Estep 
Score: -3941442.500000 Penalty: 2547.913330
	Iteration 0F: 2 clusters Score -3941442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3921507.500000 Penalty: 5095.826660
	Iteration 0F: 3 clusters Score -3921508 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3928529.750000 Penalty: 5095.826660
	Iteration 1F: 3 clusters Score -3928530 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3928936.000000 Penalty: 5095.826660
	Iteration 2Q: 3 clusters Score -3928936 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3929244.500000 Penalty: 5095.826660
	Iteration 3Q: 3 clusters Score -3929244 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3929506.750000 Penalty: 5095.826660
	Iteration 4Q: 3 clusters Score -3929507 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3929750.000000 Penalty: 5095.826660
	Iteration 5Q: 3 clusters Score -3929750 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3930015.000000 Penalty: 5095.826660
	Iteration 6Q: 3 clusters Score -3930015 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3930312.500000 Penalty: 5095.826660
	Iteration 7Q: 3 clusters Score -3930312 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3930652.500000 Penalty: 5095.826660
	Iteration 8Q: 3 clusters Score -3930652 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3931090.250000 Penalty: 5095.826660
	Iteration 9Q: 3 clusters Score -3931090 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3931724.250000 Penalty: 5095.826660
	Iteration 10Q: 3 clusters Score -3931724 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -3932541.250000 Penalty: 5095.826660
	Iteration 11Q: 3 clusters Score -3932541 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3933477.000000 Penalty: 5095.826660
	Iteration 12Q: 3 clusters Score -3933477 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3934638.000000 Penalty: 5095.826660
	Iteration 13F: 3 clusters Score -3934638 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3935853.500000 Penalty: 5095.826660
	Iteration 14F: 3 clusters Score -3935854 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3936937.500000 Penalty: 5095.826660
	Iteration 15Q: 3 clusters Score -3936938 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3937786.500000 Penalty: 5095.826660
	Iteration 16Q: 3 clusters Score -3937786 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3938334.000000 Penalty: 5095.826660
	Iteration 17Q: 3 clusters Score -3938334 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3938656.250000 Penalty: 5095.826660
	Iteration 18Q: 3 clusters Score -3938656 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3938845.000000 Penalty: 5095.826660
	Iteration 19Q: 3 clusters Score -3938845 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3938976.500000 Penalty: 5095.826660
	Iteration 20F: 3 clusters Score -3938976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3939056.250000 Penalty: 5095.826660
	Iteration 21Q: 3 clusters Score -3939056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3939116.250000 Penalty: 5095.826660
	Iteration 22Q: 3 clusters Score -3939116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3939154.500000 Penalty: 5095.826660
	Iteration 23Q: 3 clusters Score -3939154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3939173.250000 Penalty: 5095.826660
	Iteration 24Q: 3 clusters Score -3939173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3939197.250000 Penalty: 5095.826660
	Iteration 25Q: 3 clusters Score -3939197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3939209.250000 Penalty: 5095.826660
	Iteration 26Q: 3 clusters Score -3939209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3939222.750000 Penalty: 5095.826660
	Iteration 27Q: 3 clusters Score -3939223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3939230.250000 Penalty: 5095.826660
	Iteration 28Q: 3 clusters Score -3939230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3939244.500000 Penalty: 5095.826660
	Iteration 29Q: 3 clusters Score -3939244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3939245.500000 Penalty: 5095.826660
	Iteration 30Q: 3 clusters Score -3939246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3939250.500000 Penalty: 5095.826660
	Iteration 31Q: 3 clusters Score -3939250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3939255.500000 Penalty: 5095.826660
	Iteration 32Q: 3 clusters Score -3939256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3939255.000000 Penalty: 5095.826660
	Iteration 33Q: 3 clusters Score -3939255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3939258.250000 Penalty: 5095.826660
	Iteration 34Q: 3 clusters Score -3939258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3939263.000000 Penalty: 5095.826660
	Iteration 35Q: 3 clusters Score -3939263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3939267.000000 Penalty: 5095.826660
	Iteration 36Q: 3 clusters Score -3939267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3939267.500000 Penalty: 5095.826660
	Iteration 37Q: 3 clusters Score -3939268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3939274.750000 Penalty: 5095.826660
	Iteration 38Q: 3 clusters Score -3939275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3939274.500000 Penalty: 5095.826660
	Iteration 39Q: 3 clusters Score -3939274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3939280.750000 Penalty: 5095.826660
	Iteration 40F: 3 clusters Score -3939281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3939279.500000 Penalty: 5095.826660
	Iteration 41Q: 3 clusters Score -3939280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3939288.250000 Penalty: 5095.826660
	Iteration 42Q: 3 clusters Score -3939288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3939288.250000 Penalty: 5095.826660
	Iteration 43F: 3 clusters Score -3939288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Entering Unmasked Estep 
Score: -3433133.750000 Penalty: 2513.449463
	Iteration 0F: 2 clusters Score -3433134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3415796.500000 Penalty: 5026.898926
	Iteration 0F: 3 clusters Score -3415796 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3421779.250000 Penalty: 5026.898926
	Iteration 1F: 3 clusters Score -3421779 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3422264.750000 Penalty: 5026.898926
	Iteration 2F: 3 clusters Score -3422265 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -3422721.750000 Penalty: 5026.898926
	Iteration 3Q: 3 clusters Score -3422722 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3423195.250000 Penalty: 5026.898926
	Iteration 4Q: 3 clusters Score -3423195 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3423758.000000 Penalty: 5026.898926
	Iteration 5Q: 3 clusters Score -3423758 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3424475.000000 Penalty: 5026.898926
	Iteration 6F: 3 clusters Score -3424475 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3425455.750000 Penalty: 5026.898926
	Iteration 7F: 3 clusters Score -3425456 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3426735.750000 Penalty: 5026.898926
	Iteration 8F: 3 clusters Score -3426736 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3428107.500000 Penalty: 5026.898926
	Iteration 9F: 3 clusters Score -3428108 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3429283.750000 Penalty: 5026.898926
	Iteration 10F: 3 clusters Score -3429284 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3430070.750000 Penalty: 5026.898926
	Iteration 11Q: 3 clusters Score -3430071 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3430499.750000 Penalty: 5026.898926
	Iteration 12Q: 3 clusters Score -3430500 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3430746.750000 Penalty: 5026.898926
	Iteration 13Q: 3 clusters Score -3430747 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3430827.750000 Penalty: 5026.898926
	Iteration 14Q: 3 clusters Score -3430828 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3430891.500000 Penalty: 5026.898926
	Iteration 15Q: 3 clusters Score -3430892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3430928.250000 Penalty: 5026.898926
	Iteration 16Q: 3 clusters Score -3430928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3430941.250000 Penalty: 5026.898926
	Iteration 17Q: 3 clusters Score -3430941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3430954.250000 Penalty: 5026.898926
	Iteration 18Q: 3 clusters Score -3430954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3430971.000000 Penalty: 5026.898926
	Iteration 19Q: 3 clusters Score -3430971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3430983.750000 Penalty: 5026.898926
	Iteration 20F: 3 clusters Score -3430984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3430985.750000 Penalty: 5026.898926
	Iteration 21Q: 3 clusters Score -3430986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3430991.000000 Penalty: 5026.898926
	Iteration 22Q: 3 clusters Score -3430991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3430993.500000 Penalty: 5026.898926
	Iteration 23Q: 3 clusters Score -3430994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3430994.750000 Penalty: 5026.898926
	Iteration 24Q: 3 clusters Score -3430995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3431001.000000 Penalty: 5026.898926
	Iteration 25Q: 3 clusters Score -3431001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3431002.250000 Penalty: 5026.898926
	Iteration 26Q: 3 clusters Score -3431002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3431002.500000 Penalty: 5026.898926
	Iteration 27Q: 3 clusters Score -3431002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3431003.750000 Penalty: 5026.898926
	Iteration 28Q: 3 clusters Score -3431004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3431008.750000 Penalty: 5026.898926
	Iteration 29Q: 3 clusters Score -3431009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3431008.750000 Penalty: 5026.898926
	Iteration 30F: 3 clusters Score -3431009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (160441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160441 members 
Entering Unmasked Estep 
Score: -21526422.000000 Penalty: 2972.448975
	Iteration 0F: 2 clusters Score -2.152642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -21419834.000000 Penalty: 5944.897949
	Iteration 0F: 3 clusters Score -2.141983e+07 nChanged 76666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81734 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -21464086.000000 Penalty: 5944.897949
	Iteration 1F: 3 clusters Score -2.146409e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -21464996.000000 Penalty: 5944.897949
	Iteration 2Q: 3 clusters Score -2.1465e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 75609 members 
Entering Unmasked Estep 
Score: -21466342.000000 Penalty: 5944.897949
	Iteration 3Q: 3 clusters Score -2.146634e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -21467832.000000 Penalty: 5944.897949
	Iteration 4Q: 3 clusters Score -2.146783e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92279 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -21470394.000000 Penalty: 5944.897949
	Iteration 5Q: 3 clusters Score -2.147039e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98903 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -21475314.000000 Penalty: 5944.897949
	Iteration 6F: 3 clusters Score -2.147531e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108017 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -21482688.000000 Penalty: 5944.897949
	Iteration 7F: 3 clusters Score -2.148269e+07 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118869 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -21492944.000000 Penalty: 5944.897949
	Iteration 8F: 3 clusters Score -2.149294e+07 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129389 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -21503646.000000 Penalty: 5944.897949
	Iteration 9F: 3 clusters Score -2.150365e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137392 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -21512030.000000 Penalty: 5944.897949
	Iteration 10F: 3 clusters Score -2.151203e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142331 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -21517020.000000 Penalty: 5944.897949
	Iteration 11Q: 3 clusters Score -2.151702e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145237 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -21519472.000000 Penalty: 5944.897949
	Iteration 12Q: 3 clusters Score -2.151947e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147204 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -21520830.000000 Penalty: 5944.897949
	Iteration 13Q: 3 clusters Score -2.152083e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -21521636.000000 Penalty: 5944.897949
	Iteration 14Q: 3 clusters Score -2.152164e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150136 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -21522304.000000 Penalty: 5944.897949
	Iteration 15Q: 3 clusters Score -2.15223e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151257 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -21522766.000000 Penalty: 5944.897949
	Iteration 16Q: 3 clusters Score -2.152277e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -21523104.000000 Penalty: 5944.897949
	Iteration 17Q: 3 clusters Score -2.15231e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153123 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -21523458.000000 Penalty: 5944.897949
	Iteration 18Q: 3 clusters Score -2.152346e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153860 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -21523690.000000 Penalty: 5944.897949
	Iteration 19Q: 3 clusters Score -2.152369e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154460 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -21523898.000000 Penalty: 5944.897949
	Iteration 20F: 3 clusters Score -2.15239e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154978 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -21524042.000000 Penalty: 5944.897949
	Iteration 21Q: 3 clusters Score -2.152404e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155400 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -21524232.000000 Penalty: 5944.897949
	Iteration 22Q: 3 clusters Score -2.152423e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155820 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -21524344.000000 Penalty: 5944.897949
	Iteration 23Q: 3 clusters Score -2.152434e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156164 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -21524416.000000 Penalty: 5944.897949
	Iteration 24Q: 3 clusters Score -2.152442e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156435 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -21524524.000000 Penalty: 5944.897949
	Iteration 25Q: 3 clusters Score -2.152452e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156658 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -21524552.000000 Penalty: 5944.897949
	Iteration 26Q: 3 clusters Score -2.152455e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -21524576.000000 Penalty: 5944.897949
	Iteration 27Q: 3 clusters Score -2.152458e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157007 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -21524664.000000 Penalty: 5944.897949
	Iteration 28Q: 3 clusters Score -2.152466e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -21524662.000000 Penalty: 5944.897949
	Iteration 29Q: 3 clusters Score -2.152466e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157312 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -21524632.000000 Penalty: 5944.897949
	Iteration 30Q: 3 clusters Score -2.152463e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157437 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -21524714.000000 Penalty: 5944.897949
	Iteration 31Q: 3 clusters Score -2.152471e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -21524732.000000 Penalty: 5944.897949
	Iteration 32Q: 3 clusters Score -2.152473e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157632 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -21524752.000000 Penalty: 5944.897949
	Iteration 33Q: 3 clusters Score -2.152475e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157722 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -21524802.000000 Penalty: 5944.897949
	Iteration 34Q: 3 clusters Score -2.15248e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -21524854.000000 Penalty: 5944.897949
	Iteration 35Q: 3 clusters Score -2.152485e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -21524882.000000 Penalty: 5944.897949
	Iteration 36Q: 3 clusters Score -2.152488e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157901 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -21524882.000000 Penalty: 5944.897949
	Iteration 37Q: 3 clusters Score -2.152488e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -21524892.000000 Penalty: 5944.897949
	Iteration 38Q: 3 clusters Score -2.152489e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -21524892.000000 Penalty: 5944.897949
	Iteration 39Q: 3 clusters Score -2.152489e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -21524900.000000 Penalty: 5944.897949
	Iteration 40F: 3 clusters Score -2.15249e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -21524876.000000 Penalty: 5944.897949
	Iteration 41Q: 3 clusters Score -2.152488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158069 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -21524898.000000 Penalty: 5944.897949
	Iteration 42Q: 3 clusters Score -2.15249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158083 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -21524920.000000 Penalty: 5944.897949
	Iteration 43Q: 3 clusters Score -2.152492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -21524920.000000 Penalty: 5944.897949
	Iteration 44Q: 3 clusters Score -2.152492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158107 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -21524914.000000 Penalty: 5944.897949
	Iteration 45Q: 3 clusters Score -2.152491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158113 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -21524904.000000 Penalty: 5944.897949
	Iteration 46Q: 3 clusters Score -2.15249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158120 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -21524886.000000 Penalty: 5944.897949
	Iteration 47Q: 3 clusters Score -2.152489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158127 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -21524900.000000 Penalty: 5944.897949
	Iteration 48Q: 3 clusters Score -2.15249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158130 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -21524902.000000 Penalty: 5944.897949
	Iteration 49Q: 3 clusters Score -2.15249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158134 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -21524890.000000 Penalty: 5944.897949
	Iteration 50Q: 3 clusters Score -2.152489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158146 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -21524910.000000 Penalty: 5944.897949
	Iteration 51Q: 3 clusters Score -2.152491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158154 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -21524896.000000 Penalty: 5944.897949
	Iteration 52Q: 3 clusters Score -2.15249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -21524904.000000 Penalty: 5944.897949
	Iteration 53Q: 3 clusters Score -2.15249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158159 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -21524884.000000 Penalty: 5944.897949
	Iteration 54Q: 3 clusters Score -2.152488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158162 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21524880.000000 Penalty: 5944.897949
	Iteration 55Q: 3 clusters Score -2.152488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158166 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -21524880.000000 Penalty: 5944.897949
	Iteration 56Q: 3 clusters Score -2.152488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158170 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -21524886.000000 Penalty: 5944.897949
	Iteration 57Q: 3 clusters Score -2.152489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158174 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -21524888.000000 Penalty: 5944.897949
	Iteration 58Q: 3 clusters Score -2.152489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158175 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -21524896.000000 Penalty: 5944.897949
	Iteration 59Q: 3 clusters Score -2.15249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158177 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21524890.000000 Penalty: 5944.897949
	Iteration 60F: 3 clusters Score -2.152489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158178 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -21524886.000000 Penalty: 5944.897949
	Iteration 61Q: 3 clusters Score -2.152489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158176 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21524900.000000 Penalty: 5944.897949
	Iteration 62Q: 3 clusters Score -2.15249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158176 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21524914.000000 Penalty: 5944.897949
	Iteration 63Q: 3 clusters Score -2.152491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158176 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21524914.000000 Penalty: 5944.897949
	Iteration 64Q: 3 clusters Score -2.152491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158177 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21524914.000000 Penalty: 5944.897949
	Iteration 65Q: 3 clusters Score -2.152491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158180 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -21524910.000000 Penalty: 5944.897949
	Iteration 66Q: 3 clusters Score -2.152491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158184 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -21524902.000000 Penalty: 5944.897949
	Iteration 67Q: 3 clusters Score -2.15249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158188 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -21524938.000000 Penalty: 5944.897949
	Iteration 68Q: 3 clusters Score -2.152494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21524922.000000 Penalty: 5944.897949
	Iteration 69Q: 3 clusters Score -2.152492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21524918.000000 Penalty: 5944.897949
	Iteration 70Q: 3 clusters Score -2.152492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21524918.000000 Penalty: 5944.897949
	Iteration 71Q: 3 clusters Score -2.152492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158192 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -21524914.000000 Penalty: 5944.897949
	Iteration 72Q: 3 clusters Score -2.152491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158192 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -21524914.000000 Penalty: 5944.897949
	Iteration 73F: 3 clusters Score -2.152491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -466976.968750 Penalty: 2034.283447
	Iteration 0F: 2 clusters Score -466977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -463274.312500 Penalty: 4068.566895
	Iteration 0F: 3 clusters Score -463274.3 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -464113.312500 Penalty: 4068.566895
	Iteration 1F: 3 clusters Score -464113.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -464260.437500 Penalty: 4068.566895
	Iteration 2F: 3 clusters Score -464260.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -464351.531250 Penalty: 4068.566895
	Iteration 3Q: 3 clusters Score -464351.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -464429.000000 Penalty: 4068.566895
	Iteration 4Q: 3 clusters Score -464429 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -464538.281250 Penalty: 4068.566895
	Iteration 5Q: 3 clusters Score -464538.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -464656.625000 Penalty: 4068.566895
	Iteration 6Q: 3 clusters Score -464656.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -464784.750000 Penalty: 4068.566895
	Iteration 7Q: 3 clusters Score -464784.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -464902.250000 Penalty: 4068.566895
	Iteration 8Q: 3 clusters Score -464902.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -464997.843750 Penalty: 4068.566895
	Iteration 9Q: 3 clusters Score -464997.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -465097.937500 Penalty: 4068.566895
	Iteration 10Q: 3 clusters Score -465097.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -465186.781250 Penalty: 4068.566895
	Iteration 11Q: 3 clusters Score -465186.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -465250.437500 Penalty: 4068.566895
	Iteration 12Q: 3 clusters Score -465250.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -465302.343750 Penalty: 4068.566895
	Iteration 13Q: 3 clusters Score -465302.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -465342.687500 Penalty: 4068.566895
	Iteration 14Q: 3 clusters Score -465342.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -465373.562500 Penalty: 4068.566895
	Iteration 15Q: 3 clusters Score -465373.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -465397.000000 Penalty: 4068.566895
	Iteration 16Q: 3 clusters Score -465397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -465413.437500 Penalty: 4068.566895
	Iteration 17Q: 3 clusters Score -465413.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -465427.093750 Penalty: 4068.566895
	Iteration 18Q: 3 clusters Score -465427.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -465439.000000 Penalty: 4068.566895
	Iteration 19Q: 3 clusters Score -465439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -465454.562500 Penalty: 4068.566895
	Iteration 20F: 3 clusters Score -465454.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -465466.218750 Penalty: 4068.566895
	Iteration 21Q: 3 clusters Score -465466.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -465479.093750 Penalty: 4068.566895
	Iteration 22Q: 3 clusters Score -465479.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -465493.343750 Penalty: 4068.566895
	Iteration 23Q: 3 clusters Score -465493.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -465509.937500 Penalty: 4068.566895
	Iteration 24Q: 3 clusters Score -465509.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -465523.375000 Penalty: 4068.566895
	Iteration 25Q: 3 clusters Score -465523.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -465542.343750 Penalty: 4068.566895
	Iteration 26Q: 3 clusters Score -465542.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -465559.093750 Penalty: 4068.566895
	Iteration 27Q: 3 clusters Score -465559.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -465570.343750 Penalty: 4068.566895
	Iteration 28Q: 3 clusters Score -465570.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -465575.406250 Penalty: 4068.566895
	Iteration 29Q: 3 clusters Score -465575.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -465578.187500 Penalty: 4068.566895
	Iteration 30Q: 3 clusters Score -465578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -465585.000000 Penalty: 4068.566895
	Iteration 31Q: 3 clusters Score -465585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -465590.937500 Penalty: 4068.566895
	Iteration 32Q: 3 clusters Score -465590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -465591.781250 Penalty: 4068.566895
	Iteration 33Q: 3 clusters Score -465591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -465592.031250 Penalty: 4068.566895
	Iteration 34Q: 3 clusters Score -465592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -465592.031250 Penalty: 4068.566895
	Iteration 35F: 3 clusters Score -465592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173366 members 
Entering Unmasked Estep 
Score: -23386930.000000 Penalty: 2991.663574
	Iteration 0F: 2 clusters Score -2.338693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86426 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -23275480.000000 Penalty: 5983.327148
	Iteration 0F: 3 clusters Score -2.327548e+07 nChanged 83306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -23324022.000000 Penalty: 5983.327148
	Iteration 1F: 3 clusters Score -2.332402e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 93374 members 
Entering Unmasked Estep 
Score: -23325148.000000 Penalty: 5983.327148
	Iteration 2Q: 3 clusters Score -2.332515e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 97246 members 
Entering Unmasked Estep 
Score: -23326640.000000 Penalty: 5983.327148
	Iteration 3Q: 3 clusters Score -2.332664e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 103137 members 
Entering Unmasked Estep 
Score: -23329206.000000 Penalty: 5983.327148
	Iteration 4Q: 3 clusters Score -2.332921e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 111816 members 
Entering Unmasked Estep 
Score: -23334226.000000 Penalty: 5983.327148
	Iteration 5F: 3 clusters Score -2.333423e+07 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 123942 members 
Entering Unmasked Estep 
Score: -23343562.000000 Penalty: 5983.327148
	Iteration 6F: 3 clusters Score -2.334356e+07 nChanged 15412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 138772 members 
Entering Unmasked Estep 
Score: -23357182.000000 Penalty: 5983.327148
	Iteration 7F: 3 clusters Score -2.335718e+07 nChanged 14445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 152649 members 
Entering Unmasked Estep 
Score: -23370884.000000 Penalty: 5983.327148
	Iteration 8F: 3 clusters Score -2.337088e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 161595 members 
Entering Unmasked Estep 
Score: -23379698.000000 Penalty: 5983.327148
	Iteration 9F: 3 clusters Score -2.33797e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 166426 members 
Entering Unmasked Estep 
Score: -23383408.000000 Penalty: 5983.327148
	Iteration 10Q: 3 clusters Score -2.338341e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 168846 members 
Entering Unmasked Estep 
Score: -23384418.000000 Penalty: 5983.327148
	Iteration 11Q: 3 clusters Score -2.338442e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 170105 members 
Entering Unmasked Estep 
Score: -23384706.000000 Penalty: 5983.327148
	Iteration 12Q: 3 clusters Score -2.338471e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 170858 members 
Entering Unmasked Estep 
Score: -23384790.000000 Penalty: 5983.327148
	Iteration 13Q: 3 clusters Score -2.338479e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 171348 members 
Entering Unmasked Estep 
Score: -23384850.000000 Penalty: 5983.327148
	Iteration 14Q: 3 clusters Score -2.338485e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 171671 members 
Entering Unmasked Estep 
Score: -23384858.000000 Penalty: 5983.327148
	Iteration 15Q: 3 clusters Score -2.338486e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 171893 members 
Entering Unmasked Estep 
Score: -23384962.000000 Penalty: 5983.327148
	Iteration 16Q: 3 clusters Score -2.338496e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 172040 members 
Entering Unmasked Estep 
Score: -23384950.000000 Penalty: 5983.327148
	Iteration 17Q: 3 clusters Score -2.338495e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 172155 members 
Entering Unmasked Estep 
Score: -23384956.000000 Penalty: 5983.327148
	Iteration 18Q: 3 clusters Score -2.338496e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 172231 members 
Entering Unmasked Estep 
Score: -23384922.000000 Penalty: 5983.327148
	Iteration 19Q: 3 clusters Score -2.338492e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 172294 members 
Entering Unmasked Estep 
Score: -23384908.000000 Penalty: 5983.327148
	Iteration 20F: 3 clusters Score -2.338491e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 172331 members 
Entering Unmasked Estep 
Score: -23384932.000000 Penalty: 5983.327148
	Iteration 21Q: 3 clusters Score -2.338493e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 172359 members 
Entering Unmasked Estep 
Score: -23384932.000000 Penalty: 5983.327148
	Iteration 22Q: 3 clusters Score -2.338493e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 172380 members 
Entering Unmasked Estep 
Score: -23384924.000000 Penalty: 5983.327148
	Iteration 23Q: 3 clusters Score -2.338492e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 172396 members 
Entering Unmasked Estep 
Score: -23384928.000000 Penalty: 5983.327148
	Iteration 24Q: 3 clusters Score -2.338493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 172408 members 
Entering Unmasked Estep 
Score: -23384910.000000 Penalty: 5983.327148
	Iteration 25Q: 3 clusters Score -2.338491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 172425 members 
Entering Unmasked Estep 
Score: -23384896.000000 Penalty: 5983.327148
	Iteration 26Q: 3 clusters Score -2.33849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 172439 members 
Entering Unmasked Estep 
Score: -23384904.000000 Penalty: 5983.327148
	Iteration 27Q: 3 clusters Score -2.33849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 172454 members 
Entering Unmasked Estep 
Score: -23384908.000000 Penalty: 5983.327148
	Iteration 28Q: 3 clusters Score -2.338491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 172464 members 
Entering Unmasked Estep 
Score: -23384896.000000 Penalty: 5983.327148
	Iteration 29Q: 3 clusters Score -2.33849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 172472 members 
Entering Unmasked Estep 
Score: -23384908.000000 Penalty: 5983.327148
	Iteration 30Q: 3 clusters Score -2.338491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 172482 members 
Entering Unmasked Estep 
Score: -23384908.000000 Penalty: 5983.327148
	Iteration 31Q: 3 clusters Score -2.338491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 172491 members 
Entering Unmasked Estep 
Score: -23384908.000000 Penalty: 5983.327148
	Iteration 32Q: 3 clusters Score -2.338491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 172495 members 
Entering Unmasked Estep 
Score: -23384914.000000 Penalty: 5983.327148
	Iteration 33Q: 3 clusters Score -2.338491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 172496 members 
Entering Unmasked Estep 
Score: -23384908.000000 Penalty: 5983.327148
	Iteration 34Q: 3 clusters Score -2.338491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 172500 members 
Entering Unmasked Estep 
Score: -23384900.000000 Penalty: 5983.327148
	Iteration 35Q: 3 clusters Score -2.33849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 172502 members 
Entering Unmasked Estep 
Score: -23384902.000000 Penalty: 5983.327148
	Iteration 36Q: 3 clusters Score -2.33849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 172503 members 
Entering Unmasked Estep 
Score: -23384900.000000 Penalty: 5983.327148
	Iteration 37Q: 3 clusters Score -2.33849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 172503 members 
Entering Unmasked Estep 
Score: -23384900.000000 Penalty: 5983.327148
	Iteration 38F: 3 clusters Score -2.33849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -208179.781250 Penalty: 1837.014771
	Iteration 0F: 2 clusters Score -208179.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -205842.015625 Penalty: 3674.029541
	Iteration 0F: 3 clusters Score -205842 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -206331.390625 Penalty: 3674.029541
	Iteration 1F: 3 clusters Score -206331.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -206628.093750 Penalty: 3674.029541
	Iteration 2F: 3 clusters Score -206628.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -206976.421875 Penalty: 3674.029541
	Iteration 3F: 3 clusters Score -206976.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -207381.453125 Penalty: 3674.029541
	Iteration 4F: 3 clusters Score -207381.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -207840.859375 Penalty: 3674.029541
	Iteration 5F: 3 clusters Score -207840.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -208157.031250 Penalty: 3674.029541
	Iteration 6F: 3 clusters Score -208157 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -208280.937500 Penalty: 3674.029541
	Iteration 7Q: 3 clusters Score -208280.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -208388.093750 Penalty: 3674.029541
	Iteration 8Q: 3 clusters Score -208388.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -208414.093750 Penalty: 3674.029541
	Iteration 9Q: 3 clusters Score -208414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -208422.750000 Penalty: 3674.029541
	Iteration 10Q: 3 clusters Score -208422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -208425.031250 Penalty: 3674.029541
	Iteration 11Q: 3 clusters Score -208425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -208427.265625 Penalty: 3674.029541
	Iteration 12Q: 3 clusters Score -208427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -208429.250000 Penalty: 3674.029541
	Iteration 13Q: 3 clusters Score -208429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -208431.156250 Penalty: 3674.029541
	Iteration 14Q: 3 clusters Score -208431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -208432.359375 Penalty: 3674.029541
	Iteration 15Q: 3 clusters Score -208432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -208433.468750 Penalty: 3674.029541
	Iteration 16Q: 3 clusters Score -208433.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -208433.875000 Penalty: 3674.029541
	Iteration 17Q: 3 clusters Score -208433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -208433.875000 Penalty: 3674.029541
	Iteration 18F: 3 clusters Score -208433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142616 members 
Mstep: Class 2 contains 58434 members 
Mstep: Class 3 contains 11578 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174809 members 
Mstep: Class 6 contains 89494 members 
Mstep: Class 7 contains 50633 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157173 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 10123 members 
Mstep: Class 13 contains 28965 members 
Mstep: Class 14 contains 25207 members 
Mstep: Class 15 contains 160441 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173366 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 680 members 
Entering Unmasked Estep 
Score: -144367440.000000 Penalty: 68977.492188
Splitting cluster 18 changes total score from -144369136.000000 to -144367440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -204009.812500 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -204009.8 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 852 members 
Entering Unmasked Estep 
Score: -201683.703125 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -201683.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -202088.968750 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -202089 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -202224.484375 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -202224.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -202302.390625 Penalty: 3680.012695
	Iteration 3Q: 3 clusters Score -202302.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -202356.843750 Penalty: 3680.012695
	Iteration 4Q: 3 clusters Score -202356.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -202393.453125 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -202393.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -202423.281250 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -202423.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -202450.500000 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -202450.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -202476.734375 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -202476.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -202494.921875 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -202494.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -202509.406250 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -202509.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -202525.734375 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -202525.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -202543.656250 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -202543.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -202564.937500 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -202564.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -202582.984375 Penalty: 3680.012695
	Iteration 14Q: 3 clusters Score -202583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -202593.656250 Penalty: 3680.012695
	Iteration 15Q: 3 clusters Score -202593.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -202604.875000 Penalty: 3680.012695
	Iteration 16Q: 3 clusters Score -202604.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -202614.703125 Penalty: 3680.012695
	Iteration 17Q: 3 clusters Score -202614.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -202625.515625 Penalty: 3680.012695
	Iteration 18Q: 3 clusters Score -202625.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -202635.828125 Penalty: 3680.012695
	Iteration 19Q: 3 clusters Score -202635.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -202663.781250 Penalty: 3680.012695
	Iteration 20F: 3 clusters Score -202663.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -202704.453125 Penalty: 3680.012695
	Iteration 21Q: 3 clusters Score -202704.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -202745.140625 Penalty: 3680.012695
	Iteration 22Q: 3 clusters Score -202745.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -202798.703125 Penalty: 3680.012695
	Iteration 23Q: 3 clusters Score -202798.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -202855.265625 Penalty: 3680.012695
	Iteration 24Q: 3 clusters Score -202855.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -202936.140625 Penalty: 3680.012695
	Iteration 25Q: 3 clusters Score -202936.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -202996.281250 Penalty: 3680.012695
	Iteration 26Q: 3 clusters Score -202996.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -203057.953125 Penalty: 3680.012695
	Iteration 27Q: 3 clusters Score -203058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -203106.281250 Penalty: 3680.012695
	Iteration 28Q: 3 clusters Score -203106.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -203142.093750 Penalty: 3680.012695
	Iteration 29Q: 3 clusters Score -203142.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -203172.218750 Penalty: 3680.012695
	Iteration 30Q: 3 clusters Score -203172.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -203189.437500 Penalty: 3680.012695
	Iteration 31Q: 3 clusters Score -203189.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -203213.000000 Penalty: 3680.012695
	Iteration 32Q: 3 clusters Score -203213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -203228.234375 Penalty: 3680.012695
	Iteration 33Q: 3 clusters Score -203228.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -203235.687500 Penalty: 3680.012695
	Iteration 34Q: 3 clusters Score -203235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -203241.921875 Penalty: 3680.012695
	Iteration 35Q: 3 clusters Score -203241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -203243.125000 Penalty: 3680.012695
	Iteration 36Q: 3 clusters Score -203243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -203245.171875 Penalty: 3680.012695
	Iteration 37Q: 3 clusters Score -203245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -203246.781250 Penalty: 3680.012695
	Iteration 38Q: 3 clusters Score -203246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -203250.281250 Penalty: 3680.012695
	Iteration 39Q: 3 clusters Score -203250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -203256.234375 Penalty: 3680.012695
	Iteration 40F: 3 clusters Score -203256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -203266.625000 Penalty: 3680.012695
	Iteration 41Q: 3 clusters Score -203266.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -203282.203125 Penalty: 3680.012695
	Iteration 42Q: 3 clusters Score -203282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -203289.093750 Penalty: 3680.012695
	Iteration 43Q: 3 clusters Score -203289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -203292.890625 Penalty: 3680.012695
	Iteration 44Q: 3 clusters Score -203292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203296.875000 Penalty: 3680.012695
	Iteration 45Q: 3 clusters Score -203296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -203301.796875 Penalty: 3680.012695
	Iteration 46Q: 3 clusters Score -203301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -203304.750000 Penalty: 3680.012695
	Iteration 47Q: 3 clusters Score -203304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -203305.437500 Penalty: 3680.012695
	Iteration 48Q: 3 clusters Score -203305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -203305.859375 Penalty: 3680.012695
	Iteration 49Q: 3 clusters Score -203305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -203305.859375 Penalty: 3680.012695
	Iteration 50F: 3 clusters Score -203305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142616 members 
Mstep: Class 2 contains 58434 members 
Mstep: Class 3 contains 11578 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174809 members 
Mstep: Class 6 contains 89494 members 
Mstep: Class 7 contains 50633 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157173 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 10123 members 
Mstep: Class 13 contains 28965 members 
Mstep: Class 14 contains 25207 members 
Mstep: Class 15 contains 160441 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173366 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144368832.000000 Penalty: 65528.617188
Iteration 119Q: 20 clusters Score -1.443688e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142603 members 
Mstep: Class 2 contains 58377 members 
Mstep: Class 3 contains 11578 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174826 members 
Mstep: Class 6 contains 89505 members 
Mstep: Class 7 contains 50624 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157164 members 
Mstep: Class 11 contains 2450 members 
Mstep: Class 12 contains 10056 members 
Mstep: Class 13 contains 28989 members 
Mstep: Class 14 contains 25263 members 
Mstep: Class 15 contains 160485 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173367 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 20 clusters Score -1.44369e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142591 members 
Mstep: Class 2 contains 58316 members 
Mstep: Class 3 contains 11578 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174850 members 
Mstep: Class 6 contains 89527 members 
Mstep: Class 7 contains 50622 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157150 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 9994 members 
Mstep: Class 13 contains 29015 members 
Mstep: Class 14 contains 25309 members 
Mstep: Class 15 contains 160522 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173361 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 1665 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -1.443691e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142579 members 
Mstep: Class 2 contains 58258 members 
Mstep: Class 3 contains 11580 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174877 members 
Mstep: Class 6 contains 89533 members 
Mstep: Class 7 contains 50623 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157127 members 
Mstep: Class 11 contains 2453 members 
Mstep: Class 12 contains 9939 members 
Mstep: Class 13 contains 29030 members 
Mstep: Class 14 contains 25369 members 
Mstep: Class 15 contains 160568 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173351 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 1668 members 
Entering Unmasked Estep 
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Iteration 122Q: 20 clusters Score -1.443693e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142578 members 
Mstep: Class 2 contains 58206 members 
Mstep: Class 3 contains 11584 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174907 members 
Mstep: Class 6 contains 89533 members 
Mstep: Class 7 contains 50614 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157132 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 9880 members 
Mstep: Class 13 contains 29040 members 
Mstep: Class 14 contains 25423 members 
Mstep: Class 15 contains 160591 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173342 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 1669 members 
Entering Unmasked Estep 
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Iteration 123Q: 20 clusters Score -1.443694e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142587 members 
Mstep: Class 2 contains 58152 members 
Mstep: Class 3 contains 11588 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174907 members 
Mstep: Class 6 contains 89532 members 
Mstep: Class 7 contains 50610 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157182 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 9827 members 
Mstep: Class 13 contains 29045 members 
Mstep: Class 14 contains 25468 members 
Mstep: Class 15 contains 160612 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173317 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 1668 members 
Entering Unmasked Estep 
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Iteration 124Q: 20 clusters Score -1.443695e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142594 members 
Mstep: Class 2 contains 58093 members 
Mstep: Class 3 contains 11593 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174943 members 
Mstep: Class 6 contains 89538 members 
Mstep: Class 7 contains 50605 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157219 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 9765 members 
Mstep: Class 13 contains 29052 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 160617 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173291 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 1667 members 
Entering Unmasked Estep 
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Iteration 125Q: 20 clusters Score -1.443693e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142615 members 
Mstep: Class 2 contains 58036 members 
Mstep: Class 3 contains 11595 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174962 members 
Mstep: Class 6 contains 89535 members 
Mstep: Class 7 contains 50603 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157266 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 9689 members 
Mstep: Class 13 contains 29063 members 
Mstep: Class 14 contains 25555 members 
Mstep: Class 15 contains 160620 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 173285 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 1667 members 
Entering Unmasked Estep 
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Iteration 126Q: 20 clusters Score -1.443693e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142638 members 
Mstep: Class 2 contains 57977 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174957 members 
Mstep: Class 6 contains 89535 members 
Mstep: Class 7 contains 50598 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157337 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 29065 members 
Mstep: Class 14 contains 25591 members 
Mstep: Class 15 contains 160624 members 
Mstep: Class 16 contains 3652 members 
Mstep: Class 17 contains 173271 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 1666 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -1.443693e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142640 members 
Mstep: Class 2 contains 57935 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174957 members 
Mstep: Class 6 contains 89530 members 
Mstep: Class 7 contains 50591 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157393 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 9576 members 
Mstep: Class 13 contains 29075 members 
Mstep: Class 14 contains 25612 members 
Mstep: Class 15 contains 160644 members 
Mstep: Class 16 contains 3653 members 
Mstep: Class 17 contains 173267 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 1665 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -1.443692e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142651 members 
Mstep: Class 2 contains 57885 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 174973 members 
Mstep: Class 6 contains 89522 members 
Mstep: Class 7 contains 50588 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157411 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 9533 members 
Mstep: Class 13 contains 29089 members 
Mstep: Class 14 contains 25635 members 
Mstep: Class 15 contains 160661 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173267 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 1665 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -1.443692e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142642 members 
Mstep: Class 2 contains 57844 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175006 members 
Mstep: Class 6 contains 89515 members 
Mstep: Class 7 contains 50588 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157421 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 29095 members 
Mstep: Class 14 contains 25670 members 
Mstep: Class 15 contains 160681 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173265 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 1665 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -1.443691e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142630 members 
Mstep: Class 2 contains 57819 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175026 members 
Mstep: Class 6 contains 89510 members 
Mstep: Class 7 contains 50590 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157466 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 9431 members 
Mstep: Class 13 contains 29100 members 
Mstep: Class 14 contains 25699 members 
Mstep: Class 15 contains 160679 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173261 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 1664 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -1.44369e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142600 members 
Mstep: Class 2 contains 57797 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175041 members 
Mstep: Class 6 contains 89498 members 
Mstep: Class 7 contains 50588 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157527 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 29109 members 
Mstep: Class 14 contains 25744 members 
Mstep: Class 15 contains 160664 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173264 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 1664 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -1.44369e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142578 members 
Mstep: Class 2 contains 57768 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175062 members 
Mstep: Class 6 contains 89483 members 
Mstep: Class 7 contains 50585 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157587 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 9328 members 
Mstep: Class 13 contains 29113 members 
Mstep: Class 14 contains 25804 members 
Mstep: Class 15 contains 160652 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173257 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 1663 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -1.443691e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142569 members 
Mstep: Class 2 contains 57748 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175072 members 
Mstep: Class 6 contains 89466 members 
Mstep: Class 7 contains 50577 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157635 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 9276 members 
Mstep: Class 13 contains 29121 members 
Mstep: Class 14 contains 25852 members 
Mstep: Class 15 contains 160652 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173247 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 1663 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -1.443692e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142547 members 
Mstep: Class 2 contains 57717 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175096 members 
Mstep: Class 6 contains 89459 members 
Mstep: Class 7 contains 50573 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157681 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 29123 members 
Mstep: Class 14 contains 25905 members 
Mstep: Class 15 contains 160648 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173230 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 1662 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -1.44369e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142531 members 
Mstep: Class 2 contains 57692 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175119 members 
Mstep: Class 6 contains 89446 members 
Mstep: Class 7 contains 50573 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157682 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 9205 members 
Mstep: Class 13 contains 29130 members 
Mstep: Class 14 contains 25945 members 
Mstep: Class 15 contains 160671 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173219 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 1664 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -1.443691e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142519 members 
Mstep: Class 2 contains 57676 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175146 members 
Mstep: Class 6 contains 89433 members 
Mstep: Class 7 contains 50570 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157673 members 
Mstep: Class 11 contains 2475 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 29134 members 
Mstep: Class 14 contains 25989 members 
Mstep: Class 15 contains 160677 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173213 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 1666 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -1.443692e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142501 members 
Mstep: Class 2 contains 57661 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175179 members 
Mstep: Class 6 contains 89415 members 
Mstep: Class 7 contains 50567 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157683 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 9146 members 
Mstep: Class 13 contains 29137 members 
Mstep: Class 14 contains 26030 members 
Mstep: Class 15 contains 160690 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173197 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 1666 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -1.443692e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142498 members 
Mstep: Class 2 contains 57651 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175195 members 
Mstep: Class 6 contains 89392 members 
Mstep: Class 7 contains 50564 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 157662 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 29143 members 
Mstep: Class 14 contains 26074 members 
Mstep: Class 15 contains 160709 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173194 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 1667 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -1.443693e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142475 members 
Mstep: Class 2 contains 57629 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175202 members 
Mstep: Class 6 contains 89377 members 
Mstep: Class 7 contains 50569 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157678 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 9091 members 
Mstep: Class 13 contains 29151 members 
Mstep: Class 14 contains 26123 members 
Mstep: Class 15 contains 160719 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173189 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 1668 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -1.443693e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142471 members 
Mstep: Class 2 contains 57599 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175219 members 
Mstep: Class 6 contains 89360 members 
Mstep: Class 7 contains 50566 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 157700 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 9066 members 
Mstep: Class 13 contains 29153 members 
Mstep: Class 14 contains 26172 members 
Mstep: Class 15 contains 160727 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173175 members 
Mstep: Class 18 contains 1646 members 
Mstep: Class 19 contains 1665 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -1.443692e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142453 members 
Mstep: Class 2 contains 57578 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175243 members 
Mstep: Class 6 contains 89353 members 
Mstep: Class 7 contains 50558 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157731 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 9029 members 
Mstep: Class 13 contains 29157 members 
Mstep: Class 14 contains 26208 members 
Mstep: Class 15 contains 160729 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173171 members 
Mstep: Class 18 contains 1646 members 
Mstep: Class 19 contains 1662 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -1.44369e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142443 members 
Mstep: Class 2 contains 57550 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175255 members 
Mstep: Class 6 contains 89343 members 
Mstep: Class 7 contains 50545 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157738 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 8990 members 
Mstep: Class 13 contains 29164 members 
Mstep: Class 14 contains 26261 members 
Mstep: Class 15 contains 160752 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173167 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 1660 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -1.443689e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142422 members 
Mstep: Class 2 contains 57518 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175268 members 
Mstep: Class 6 contains 89327 members 
Mstep: Class 7 contains 50540 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157767 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8955 members 
Mstep: Class 13 contains 29169 members 
Mstep: Class 14 contains 26322 members 
Mstep: Class 15 contains 160751 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 173165 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 1660 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -1.443691e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142403 members 
Mstep: Class 2 contains 57498 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175269 members 
Mstep: Class 6 contains 89323 members 
Mstep: Class 7 contains 50535 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157804 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 29175 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 160739 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 173166 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 1661 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -1.44369e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142373 members 
Mstep: Class 2 contains 57480 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175281 members 
Mstep: Class 6 contains 89323 members 
Mstep: Class 7 contains 50539 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157819 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8865 members 
Mstep: Class 13 contains 29182 members 
Mstep: Class 14 contains 26428 members 
Mstep: Class 15 contains 160730 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173182 members 
Mstep: Class 18 contains 1654 members 
Mstep: Class 19 contains 1661 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -1.443688e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142361 members 
Mstep: Class 2 contains 57465 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175283 members 
Mstep: Class 6 contains 89311 members 
Mstep: Class 7 contains 50540 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157826 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8826 members 
Mstep: Class 13 contains 29184 members 
Mstep: Class 14 contains 26475 members 
Mstep: Class 15 contains 160731 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173199 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 1661 members 
Entering Unmasked Estep 
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Iteration 147Q: 20 clusters Score -1.443692e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142347 members 
Mstep: Class 2 contains 57444 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175292 members 
Mstep: Class 6 contains 89316 members 
Mstep: Class 7 contains 50536 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157838 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8786 members 
Mstep: Class 13 contains 29191 members 
Mstep: Class 14 contains 26506 members 
Mstep: Class 15 contains 160734 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173211 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369232.000000 Penalty: 65528.617188
Iteration 148Q: 20 clusters Score -1.443692e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142327 members 
Mstep: Class 2 contains 57421 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175309 members 
Mstep: Class 6 contains 89311 members 
Mstep: Class 7 contains 50527 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157872 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 13 contains 29195 members 
Mstep: Class 14 contains 26562 members 
Mstep: Class 15 contains 160723 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173215 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369248.000000 Penalty: 65528.617188
Iteration 149Q: 20 clusters Score -1.443692e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142299 members 
Mstep: Class 2 contains 57398 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175325 members 
Mstep: Class 6 contains 89310 members 
Mstep: Class 7 contains 50517 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157915 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8694 members 
Mstep: Class 13 contains 29207 members 
Mstep: Class 14 contains 26610 members 
Mstep: Class 15 contains 160708 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173216 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369232.000000 Penalty: 65528.617188
Iteration 150Q: 20 clusters Score -1.443692e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142270 members 
Mstep: Class 2 contains 57362 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175346 members 
Mstep: Class 6 contains 89318 members 
Mstep: Class 7 contains 50518 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157950 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8650 members 
Mstep: Class 13 contains 29217 members 
Mstep: Class 14 contains 26654 members 
Mstep: Class 15 contains 160692 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173223 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369248.000000 Penalty: 65528.617188
Iteration 151Q: 20 clusters Score -1.443692e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142240 members 
Mstep: Class 2 contains 57341 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175377 members 
Mstep: Class 6 contains 89321 members 
Mstep: Class 7 contains 50516 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 157972 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8611 members 
Mstep: Class 13 contains 29224 members 
Mstep: Class 14 contains 26694 members 
Mstep: Class 15 contains 160677 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173228 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369328.000000 Penalty: 65528.617188
Iteration 152Q: 20 clusters Score -1.443693e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142207 members 
Mstep: Class 2 contains 57316 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175404 members 
Mstep: Class 6 contains 89328 members 
Mstep: Class 7 contains 50516 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158013 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8574 members 
Mstep: Class 13 contains 29228 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 160659 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173232 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 1660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369360.000000 Penalty: 65528.617188
Iteration 153Q: 20 clusters Score -1.443694e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142177 members 
Mstep: Class 2 contains 57297 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175412 members 
Mstep: Class 6 contains 89309 members 
Mstep: Class 7 contains 50512 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158083 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8528 members 
Mstep: Class 13 contains 29228 members 
Mstep: Class 14 contains 26752 members 
Mstep: Class 15 contains 160658 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173246 members 
Mstep: Class 18 contains 1658 members 
Mstep: Class 19 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369408.000000 Penalty: 65528.617188
Iteration 154Q: 20 clusters Score -1.443694e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142154 members 
Mstep: Class 2 contains 57283 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175414 members 
Mstep: Class 6 contains 89309 members 
Mstep: Class 7 contains 50509 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158153 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 8489 members 
Mstep: Class 13 contains 29223 members 
Mstep: Class 14 contains 26786 members 
Mstep: Class 15 contains 160640 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173241 members 
Mstep: Class 18 contains 1659 members 
Mstep: Class 19 contains 1660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369472.000000 Penalty: 65528.617188
Iteration 155Q: 20 clusters Score -1.443695e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142120 members 
Mstep: Class 2 contains 57269 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175418 members 
Mstep: Class 6 contains 89314 members 
Mstep: Class 7 contains 50508 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158231 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 8449 members 
Mstep: Class 13 contains 29219 members 
Mstep: Class 14 contains 26816 members 
Mstep: Class 15 contains 160616 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173240 members 
Mstep: Class 18 contains 1659 members 
Mstep: Class 19 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369424.000000 Penalty: 65528.617188
Iteration 156Q: 20 clusters Score -1.443694e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142084 members 
Mstep: Class 2 contains 57247 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175419 members 
Mstep: Class 6 contains 89320 members 
Mstep: Class 7 contains 50506 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158315 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 8406 members 
Mstep: Class 13 contains 29224 members 
Mstep: Class 14 contains 26847 members 
Mstep: Class 15 contains 160591 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173239 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369536.000000 Penalty: 65528.617188
Iteration 157Q: 20 clusters Score -1.443695e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142050 members 
Mstep: Class 2 contains 57228 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175435 members 
Mstep: Class 6 contains 89329 members 
Mstep: Class 7 contains 50501 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158400 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 8364 members 
Mstep: Class 13 contains 29226 members 
Mstep: Class 14 contains 26873 members 
Mstep: Class 15 contains 160552 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173241 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369664.000000 Penalty: 65528.617188
Iteration 158Q: 20 clusters Score -1.443697e+08 nChanged 371
Entering ConstructFrom: 
Score: -144369664.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (141996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141996 members 
Entering Unmasked Estep 
Score: -19082034.000000 Penalty: 2942.161377
	Iteration 0F: 2 clusters Score -1.908203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -18987202.000000 Penalty: 5884.322754
	Iteration 0F: 3 clusters Score -1.89872e+07 nChanged 67805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -19026316.000000 Penalty: 5884.322754
	Iteration 1F: 3 clusters Score -1.902632e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -19027344.000000 Penalty: 5884.322754
	Iteration 2Q: 3 clusters Score -1.902734e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -19028738.000000 Penalty: 5884.322754
	Iteration 3Q: 3 clusters Score -1.902874e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -19030616.000000 Penalty: 5884.322754
	Iteration 4Q: 3 clusters Score -1.903062e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -19033234.000000 Penalty: 5884.322754
	Iteration 5Q: 3 clusters Score -1.903323e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -19036676.000000 Penalty: 5884.322754
	Iteration 6Q: 3 clusters Score -1.903668e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -19042300.000000 Penalty: 5884.322754
	Iteration 7F: 3 clusters Score -1.90423e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -19049354.000000 Penalty: 5884.322754
	Iteration 8F: 3 clusters Score -1.904935e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -19056818.000000 Penalty: 5884.322754
	Iteration 9F: 3 clusters Score -1.905682e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115687 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -19062966.000000 Penalty: 5884.322754
	Iteration 10F: 3 clusters Score -1.906297e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120749 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -19067110.000000 Penalty: 5884.322754
	Iteration 11Q: 3 clusters Score -1.906711e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -19069848.000000 Penalty: 5884.322754
	Iteration 12Q: 3 clusters Score -1.906985e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128080 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -19072172.000000 Penalty: 5884.322754
	Iteration 13Q: 3 clusters Score -1.907217e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130926 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -19074062.000000 Penalty: 5884.322754
	Iteration 14Q: 3 clusters Score -1.907406e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133342 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -19075622.000000 Penalty: 5884.322754
	Iteration 15Q: 3 clusters Score -1.907562e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135498 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -19077214.000000 Penalty: 5884.322754
	Iteration 16Q: 3 clusters Score -1.907721e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137189 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -19078384.000000 Penalty: 5884.322754
	Iteration 17Q: 3 clusters Score -1.907838e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138466 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -19079324.000000 Penalty: 5884.322754
	Iteration 18Q: 3 clusters Score -1.907932e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139403 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -19080076.000000 Penalty: 5884.322754
	Iteration 19Q: 3 clusters Score -1.908008e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140004 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -19080600.000000 Penalty: 5884.322754
	Iteration 20F: 3 clusters Score -1.90806e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140344 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -19080852.000000 Penalty: 5884.322754
	Iteration 21Q: 3 clusters Score -1.908085e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140546 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19081056.000000 Penalty: 5884.322754
	Iteration 22Q: 3 clusters Score -1.908106e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140655 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -19081180.000000 Penalty: 5884.322754
	Iteration 23Q: 3 clusters Score -1.908118e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140738 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19081220.000000 Penalty: 5884.322754
	Iteration 24Q: 3 clusters Score -1.908122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140784 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -19081250.000000 Penalty: 5884.322754
	Iteration 25Q: 3 clusters Score -1.908125e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140813 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -19081290.000000 Penalty: 5884.322754
	Iteration 26Q: 3 clusters Score -1.908129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140822 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -19081276.000000 Penalty: 5884.322754
	Iteration 27Q: 3 clusters Score -1.908128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140827 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -19081284.000000 Penalty: 5884.322754
	Iteration 28Q: 3 clusters Score -1.908128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140831 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19081282.000000 Penalty: 5884.322754
	Iteration 29Q: 3 clusters Score -1.908128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140834 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19081272.000000 Penalty: 5884.322754
	Iteration 30Q: 3 clusters Score -1.908127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140837 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -19081282.000000 Penalty: 5884.322754
	Iteration 31Q: 3 clusters Score -1.908128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140837 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -19081282.000000 Penalty: 5884.322754
	Iteration 32Q: 3 clusters Score -1.908128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140837 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -19081282.000000 Penalty: 5884.322754
	Iteration 33F: 3 clusters Score -1.908128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Entering Unmasked Estep 
Score: -7770656.500000 Penalty: 2716.733887
	Iteration 0F: 2 clusters Score -7770656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -7732056.500000 Penalty: 5433.467773
	Iteration 0F: 3 clusters Score -7732056 nChanged 26653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -7746793.000000 Penalty: 5433.467773
	Iteration 1F: 3 clusters Score -7746793 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -7747459.000000 Penalty: 5433.467773
	Iteration 2Q: 3 clusters Score -7747459 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -7748097.500000 Penalty: 5433.467773
	Iteration 3Q: 3 clusters Score -7748098 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -7748947.000000 Penalty: 5433.467773
	Iteration 4Q: 3 clusters Score -7748947 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -7749871.000000 Penalty: 5433.467773
	Iteration 5Q: 3 clusters Score -7749871 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -7751041.500000 Penalty: 5433.467773
	Iteration 6Q: 3 clusters Score -7751042 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -7752373.500000 Penalty: 5433.467773
	Iteration 7Q: 3 clusters Score -7752374 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -7754012.000000 Penalty: 5433.467773
	Iteration 8F: 3 clusters Score -7754012 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -7756017.000000 Penalty: 5433.467773
	Iteration 9F: 3 clusters Score -7756017 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -7758288.000000 Penalty: 5433.467773
	Iteration 10F: 3 clusters Score -7758288 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -7760303.000000 Penalty: 5433.467773
	Iteration 11F: 3 clusters Score -7760303 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -7761392.500000 Penalty: 5433.467773
	Iteration 12Q: 3 clusters Score -7761392 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -7762038.000000 Penalty: 5433.467773
	Iteration 13Q: 3 clusters Score -7762038 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -7762391.000000 Penalty: 5433.467773
	Iteration 14Q: 3 clusters Score -7762391 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -7762698.500000 Penalty: 5433.467773
	Iteration 15Q: 3 clusters Score -7762698 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -7762993.500000 Penalty: 5433.467773
	Iteration 16Q: 3 clusters Score -7762994 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -7763285.500000 Penalty: 5433.467773
	Iteration 17Q: 3 clusters Score -7763286 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -7763554.500000 Penalty: 5433.467773
	Iteration 18Q: 3 clusters Score -7763554 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -7763855.500000 Penalty: 5433.467773
	Iteration 19Q: 3 clusters Score -7763856 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -7764171.500000 Penalty: 5433.467773
	Iteration 20F: 3 clusters Score -7764172 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -7764484.500000 Penalty: 5433.467773
	Iteration 21Q: 3 clusters Score -7764484 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -7764848.500000 Penalty: 5433.467773
	Iteration 22Q: 3 clusters Score -7764848 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -7765202.500000 Penalty: 5433.467773
	Iteration 23Q: 3 clusters Score -7765202 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -7765578.500000 Penalty: 5433.467773
	Iteration 24Q: 3 clusters Score -7765578 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -7765954.500000 Penalty: 5433.467773
	Iteration 25Q: 3 clusters Score -7765954 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -7766281.500000 Penalty: 5433.467773
	Iteration 26Q: 3 clusters Score -7766282 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -7766614.500000 Penalty: 5433.467773
	Iteration 27Q: 3 clusters Score -7766614 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -7766913.500000 Penalty: 5433.467773
	Iteration 28Q: 3 clusters Score -7766914 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -7767187.500000 Penalty: 5433.467773
	Iteration 29Q: 3 clusters Score -7767188 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -7767470.500000 Penalty: 5433.467773
	Iteration 30Q: 3 clusters Score -7767470 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -7767700.000000 Penalty: 5433.467773
	Iteration 31Q: 3 clusters Score -7767700 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -7767927.500000 Penalty: 5433.467773
	Iteration 32Q: 3 clusters Score -7767928 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -7768094.000000 Penalty: 5433.467773
	Iteration 33Q: 3 clusters Score -7768094 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -7768257.000000 Penalty: 5433.467773
	Iteration 34Q: 3 clusters Score -7768257 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -7768376.500000 Penalty: 5433.467773
	Iteration 35Q: 3 clusters Score -7768376 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -7768526.000000 Penalty: 5433.467773
	Iteration 36Q: 3 clusters Score -7768526 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7768605.500000 Penalty: 5433.467773
	Iteration 37Q: 3 clusters Score -7768606 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -7768698.500000 Penalty: 5433.467773
	Iteration 38Q: 3 clusters Score -7768698 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7768762.000000 Penalty: 5433.467773
	Iteration 39Q: 3 clusters Score -7768762 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -7768837.500000 Penalty: 5433.467773
	Iteration 40F: 3 clusters Score -7768838 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7768929.500000 Penalty: 5433.467773
	Iteration 41Q: 3 clusters Score -7768930 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7768965.000000 Penalty: 5433.467773
	Iteration 42Q: 3 clusters Score -7768965 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7769022.000000 Penalty: 5433.467773
	Iteration 43Q: 3 clusters Score -7769022 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7769058.000000 Penalty: 5433.467773
	Iteration 44Q: 3 clusters Score -7769058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7769081.000000 Penalty: 5433.467773
	Iteration 45Q: 3 clusters Score -7769081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7769101.500000 Penalty: 5433.467773
	Iteration 46Q: 3 clusters Score -7769102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7769134.000000 Penalty: 5433.467773
	Iteration 47Q: 3 clusters Score -7769134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7769150.000000 Penalty: 5433.467773
	Iteration 48Q: 3 clusters Score -7769150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7769172.500000 Penalty: 5433.467773
	Iteration 49Q: 3 clusters Score -7769172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -7769193.000000 Penalty: 5433.467773
	Iteration 50Q: 3 clusters Score -7769193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7769202.500000 Penalty: 5433.467773
	Iteration 51Q: 3 clusters Score -7769202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7769224.000000 Penalty: 5433.467773
	Iteration 52Q: 3 clusters Score -7769224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7769251.000000 Penalty: 5433.467773
	Iteration 53Q: 3 clusters Score -7769251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -7769248.000000 Penalty: 5433.467773
	Iteration 54Q: 3 clusters Score -7769248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7769248.000000 Penalty: 5433.467773
	Iteration 55Q: 3 clusters Score -7769248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -7769261.500000 Penalty: 5433.467773
	Iteration 56Q: 3 clusters Score -7769262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7769263.500000 Penalty: 5433.467773
	Iteration 57Q: 3 clusters Score -7769264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7769269.000000 Penalty: 5433.467773
	Iteration 58Q: 3 clusters Score -7769269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7769267.000000 Penalty: 5433.467773
	Iteration 59Q: 3 clusters Score -7769267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7769259.000000 Penalty: 5433.467773
	Iteration 60F: 3 clusters Score -7769259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7769254.500000 Penalty: 5433.467773
	Iteration 61Q: 3 clusters Score -7769254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7769257.500000 Penalty: 5433.467773
	Iteration 62Q: 3 clusters Score -7769258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7769257.000000 Penalty: 5433.467773
	Iteration 63Q: 3 clusters Score -7769257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7769260.000000 Penalty: 5433.467773
	Iteration 64Q: 3 clusters Score -7769260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7769255.000000 Penalty: 5433.467773
	Iteration 65Q: 3 clusters Score -7769255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7769254.500000 Penalty: 5433.467773
	Iteration 66Q: 3 clusters Score -7769254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7769254.500000 Penalty: 5433.467773
	Iteration 67F: 3 clusters Score -7769254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Entering Unmasked Estep 
Score: -1480968.250000 Penalty: 2320.929932
	Iteration 0F: 2 clusters Score -1480968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1472313.875000 Penalty: 4641.859863
	Iteration 0F: 3 clusters Score -1472314 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1475014.625000 Penalty: 4641.859863
	Iteration 1F: 3 clusters Score -1475015 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1475709.000000 Penalty: 4641.859863
	Iteration 2F: 3 clusters Score -1475709 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1476474.625000 Penalty: 4641.859863
	Iteration 3F: 3 clusters Score -1476475 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1477104.500000 Penalty: 4641.859863
	Iteration 4F: 3 clusters Score -1477104 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1477549.500000 Penalty: 4641.859863
	Iteration 5F: 3 clusters Score -1477550 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1477917.500000 Penalty: 4641.859863
	Iteration 6F: 3 clusters Score -1477918 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1478267.875000 Penalty: 4641.859863
	Iteration 7F: 3 clusters Score -1478268 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1478615.625000 Penalty: 4641.859863
	Iteration 8Q: 3 clusters Score -1478616 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1478954.625000 Penalty: 4641.859863
	Iteration 9Q: 3 clusters Score -1478955 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1479266.875000 Penalty: 4641.859863
	Iteration 10Q: 3 clusters Score -1479267 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1479530.750000 Penalty: 4641.859863
	Iteration 11Q: 3 clusters Score -1479531 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1479794.875000 Penalty: 4641.859863
	Iteration 12Q: 3 clusters Score -1479795 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1480093.250000 Penalty: 4641.859863
	Iteration 13Q: 3 clusters Score -1480093 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1480382.250000 Penalty: 4641.859863
	Iteration 14Q: 3 clusters Score -1480382 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1480623.250000 Penalty: 4641.859863
	Iteration 15Q: 3 clusters Score -1480623 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1480822.875000 Penalty: 4641.859863
	Iteration 16Q: 3 clusters Score -1480823 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1480980.875000 Penalty: 4641.859863
	Iteration 17Q: 3 clusters Score -1480981 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1481078.625000 Penalty: 4641.859863
	Iteration 18Q: 3 clusters Score -1481079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1481134.000000 Penalty: 4641.859863
	Iteration 19Q: 3 clusters Score -1481134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1481176.500000 Penalty: 4641.859863
	Iteration 20F: 3 clusters Score -1481176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1481229.125000 Penalty: 4641.859863
	Iteration 21Q: 3 clusters Score -1481229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1481265.125000 Penalty: 4641.859863
	Iteration 22Q: 3 clusters Score -1481265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1481293.125000 Penalty: 4641.859863
	Iteration 23Q: 3 clusters Score -1481293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1481306.500000 Penalty: 4641.859863
	Iteration 24Q: 3 clusters Score -1481306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1481330.375000 Penalty: 4641.859863
	Iteration 25Q: 3 clusters Score -1481330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1481347.125000 Penalty: 4641.859863
	Iteration 26Q: 3 clusters Score -1481347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1481361.750000 Penalty: 4641.859863
	Iteration 27Q: 3 clusters Score -1481362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1481368.625000 Penalty: 4641.859863
	Iteration 28Q: 3 clusters Score -1481369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1481373.625000 Penalty: 4641.859863
	Iteration 29Q: 3 clusters Score -1481374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1481378.500000 Penalty: 4641.859863
	Iteration 30Q: 3 clusters Score -1481378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1481377.625000 Penalty: 4641.859863
	Iteration 31Q: 3 clusters Score -1481378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1481377.625000 Penalty: 4641.859863
	Iteration 32Q: 3 clusters Score -1481378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1481378.500000 Penalty: 4641.859863
	Iteration 33Q: 3 clusters Score -1481378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1481380.500000 Penalty: 4641.859863
	Iteration 34Q: 3 clusters Score -1481380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1481379.375000 Penalty: 4641.859863
	Iteration 35Q: 3 clusters Score -1481379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1481380.125000 Penalty: 4641.859863
	Iteration 36Q: 3 clusters Score -1481380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1481381.000000 Penalty: 4641.859863
	Iteration 37Q: 3 clusters Score -1481381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1481384.125000 Penalty: 4641.859863
	Iteration 38Q: 3 clusters Score -1481384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1481384.250000 Penalty: 4641.859863
	Iteration 39Q: 3 clusters Score -1481384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1481384.250000 Penalty: 4641.859863
	Iteration 40F: 3 clusters Score -1481384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 57215 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175453 members 
Mstep: Class 6 contains 89330 members 
Mstep: Class 7 contains 50493 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158491 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 29231 members 
Mstep: Class 14 contains 26904 members 
Mstep: Class 15 contains 160523 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173243 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 1510 members 
Entering Unmasked Estep 
Score: -144368944.000000 Penalty: 68977.492188
Splitting cluster 3 changes total score from -144369664.000000 to -144368944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -90439.109375 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -90439.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88844.539062 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -88844.54 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89163.046875 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -89163.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -89290.984375 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -89290.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -89425.765625 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -89425.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -89535.656250 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -89535.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -89671.484375 Penalty: 3306.810547
	Iteration 5F: 3 clusters Score -89671.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -89796.484375 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -89796.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -90029.953125 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -90029.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -90207.710938 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -90207.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -90276.703125 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -90276.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -90318.265625 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -90318.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -90399.078125 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -90399.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -90531.593750 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -90531.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -90706.351562 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -90706.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -91016.593750 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -91016.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -91121.468750 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -91121.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -91134.960938 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -91134.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -91142.664062 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -91142.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -91155.851562 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -91155.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -91177.554688 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -91177.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -91251.179688 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -91251.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -91375.312500 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -91375.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -91433.531250 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -91433.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -91492.484375 Penalty: 3306.810547
	Iteration 23Q: 3 clusters Score -91492.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -91496.453125 Penalty: 3306.810547
	Iteration 24Q: 3 clusters Score -91496.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -91497.195312 Penalty: 3306.810547
	Iteration 25Q: 3 clusters Score -91497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -91497.195312 Penalty: 3306.810547
	Iteration 26F: 3 clusters Score -91497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 57215 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 175453 members 
Mstep: Class 6 contains 89330 members 
Mstep: Class 7 contains 50493 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158491 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 29231 members 
Mstep: Class 14 contains 26904 members 
Mstep: Class 15 contains 160523 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173243 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 185 members 
Entering Unmasked Estep 
Score: -144369104.000000 Penalty: 68977.492188
Splitting cluster 4 changes total score from -144369664.000000 to -144369104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (175453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175453 members 
Entering Unmasked Estep 
Score: -23501698.000000 Penalty: 2994.631348
	Iteration 0F: 2 clusters Score -2.35017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -23387040.000000 Penalty: 5989.262695
	Iteration 0F: 3 clusters Score -2.338704e+07 nChanged 83784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -23435218.000000 Penalty: 5989.262695
	Iteration 1F: 3 clusters Score -2.343522e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -23435892.000000 Penalty: 5989.262695
	Iteration 2Q: 3 clusters Score -2.343589e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 81085 members 
Entering Unmasked Estep 
Score: -23436860.000000 Penalty: 5989.262695
	Iteration 3Q: 3 clusters Score -2.343686e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -23438146.000000 Penalty: 5989.262695
	Iteration 4Q: 3 clusters Score -2.343815e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -23440352.000000 Penalty: 5989.262695
	Iteration 5Q: 3 clusters Score -2.344035e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112057 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -23444726.000000 Penalty: 5989.262695
	Iteration 6F: 3 clusters Score -2.344473e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123607 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -23452448.000000 Penalty: 5989.262695
	Iteration 7F: 3 clusters Score -2.345245e+07 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138566 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -23465348.000000 Penalty: 5989.262695
	Iteration 8F: 3 clusters Score -2.346535e+07 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154268 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -23480800.000000 Penalty: 5989.262695
	Iteration 9F: 3 clusters Score -2.34808e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166028 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -23491966.000000 Penalty: 5989.262695
	Iteration 10F: 3 clusters Score -2.349197e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171993 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -23496756.000000 Penalty: 5989.262695
	Iteration 11Q: 3 clusters Score -2.349676e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174210 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -23498280.000000 Penalty: 5989.262695
	Iteration 12Q: 3 clusters Score -2.349828e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174867 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -23498674.000000 Penalty: 5989.262695
	Iteration 13Q: 3 clusters Score -2.349867e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175066 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23498898.000000 Penalty: 5989.262695
	Iteration 14Q: 3 clusters Score -2.34989e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175132 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23498968.000000 Penalty: 5989.262695
	Iteration 15Q: 3 clusters Score -2.349897e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175170 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23499042.000000 Penalty: 5989.262695
	Iteration 16Q: 3 clusters Score -2.349904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175184 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23499060.000000 Penalty: 5989.262695
	Iteration 17Q: 3 clusters Score -2.349906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175191 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23499080.000000 Penalty: 5989.262695
	Iteration 18Q: 3 clusters Score -2.349908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175193 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23499096.000000 Penalty: 5989.262695
	Iteration 19Q: 3 clusters Score -2.34991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175194 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23499094.000000 Penalty: 5989.262695
	Iteration 20F: 3 clusters Score -2.349909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175198 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23499110.000000 Penalty: 5989.262695
	Iteration 21Q: 3 clusters Score -2.349911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175199 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23499110.000000 Penalty: 5989.262695
	Iteration 22Q: 3 clusters Score -2.349911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175200 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23499102.000000 Penalty: 5989.262695
	Iteration 23Q: 3 clusters Score -2.34991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175199 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23499104.000000 Penalty: 5989.262695
	Iteration 24Q: 3 clusters Score -2.34991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175198 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23499102.000000 Penalty: 5989.262695
	Iteration 25Q: 3 clusters Score -2.34991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175198 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23499102.000000 Penalty: 5989.262695
	Iteration 26F: 3 clusters Score -2.34991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Entering Unmasked Estep 
Score: -11969141.000000 Penalty: 2827.223145
	Iteration 0F: 2 clusters Score -1.196914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -11909403.000000 Penalty: 5654.446289
	Iteration 0F: 3 clusters Score -1.19094e+07 nChanged 42035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -11932854.000000 Penalty: 5654.446289
	Iteration 1F: 3 clusters Score -1.193285e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -11933790.000000 Penalty: 5654.446289
	Iteration 2Q: 3 clusters Score -1.193379e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -11935095.000000 Penalty: 5654.446289
	Iteration 3Q: 3 clusters Score -1.19351e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -11937070.000000 Penalty: 5654.446289
	Iteration 4Q: 3 clusters Score -1.193707e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -11940078.000000 Penalty: 5654.446289
	Iteration 5F: 3 clusters Score -1.194008e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -11944233.000000 Penalty: 5654.446289
	Iteration 6F: 3 clusters Score -1.194423e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -11948432.000000 Penalty: 5654.446289
	Iteration 7F: 3 clusters Score -1.194843e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -11951939.000000 Penalty: 5654.446289
	Iteration 8F: 3 clusters Score -1.195194e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -11954588.000000 Penalty: 5654.446289
	Iteration 9F: 3 clusters Score -1.195459e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -11956680.000000 Penalty: 5654.446289
	Iteration 10Q: 3 clusters Score -1.195668e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -11958121.000000 Penalty: 5654.446289
	Iteration 11Q: 3 clusters Score -1.195812e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -11959055.000000 Penalty: 5654.446289
	Iteration 12Q: 3 clusters Score -1.195906e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 59503 members 
Entering Unmasked Estep 
Score: -11959691.000000 Penalty: 5654.446289
	Iteration 13Q: 3 clusters Score -1.195969e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -11960043.000000 Penalty: 5654.446289
	Iteration 14Q: 3 clusters Score -1.196004e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -11960525.000000 Penalty: 5654.446289
	Iteration 15Q: 3 clusters Score -1.196052e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -11960972.000000 Penalty: 5654.446289
	Iteration 16Q: 3 clusters Score -1.196097e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -11961356.000000 Penalty: 5654.446289
	Iteration 17Q: 3 clusters Score -1.196136e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -11961747.000000 Penalty: 5654.446289
	Iteration 18Q: 3 clusters Score -1.196175e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -11962054.000000 Penalty: 5654.446289
	Iteration 19Q: 3 clusters Score -1.196205e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 68487 members 
Entering Unmasked Estep 
Score: -11962404.000000 Penalty: 5654.446289
	Iteration 20F: 3 clusters Score -1.19624e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -11962691.000000 Penalty: 5654.446289
	Iteration 21Q: 3 clusters Score -1.196269e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -11963066.000000 Penalty: 5654.446289
	Iteration 22Q: 3 clusters Score -1.196307e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -11963357.000000 Penalty: 5654.446289
	Iteration 23Q: 3 clusters Score -1.196336e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -11963655.000000 Penalty: 5654.446289
	Iteration 24Q: 3 clusters Score -1.196366e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -11963899.000000 Penalty: 5654.446289
	Iteration 25Q: 3 clusters Score -1.19639e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -11964222.000000 Penalty: 5654.446289
	Iteration 26Q: 3 clusters Score -1.196422e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -11964526.000000 Penalty: 5654.446289
	Iteration 27Q: 3 clusters Score -1.196453e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 76087 members 
Entering Unmasked Estep 
Score: -11964784.000000 Penalty: 5654.446289
	Iteration 28Q: 3 clusters Score -1.196478e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 76833 members 
Entering Unmasked Estep 
Score: -11965081.000000 Penalty: 5654.446289
	Iteration 29Q: 3 clusters Score -1.196508e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -11965256.000000 Penalty: 5654.446289
	Iteration 30Q: 3 clusters Score -1.196526e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -11965462.000000 Penalty: 5654.446289
	Iteration 31Q: 3 clusters Score -1.196546e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -11965571.000000 Penalty: 5654.446289
	Iteration 32Q: 3 clusters Score -1.196557e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -11965730.000000 Penalty: 5654.446289
	Iteration 33Q: 3 clusters Score -1.196573e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -11965846.000000 Penalty: 5654.446289
	Iteration 34Q: 3 clusters Score -1.196585e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -11966004.000000 Penalty: 5654.446289
	Iteration 35Q: 3 clusters Score -1.1966e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -11966141.000000 Penalty: 5654.446289
	Iteration 36Q: 3 clusters Score -1.196614e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -11966250.000000 Penalty: 5654.446289
	Iteration 37Q: 3 clusters Score -1.196625e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 81511 members 
Entering Unmasked Estep 
Score: -11966311.000000 Penalty: 5654.446289
	Iteration 38Q: 3 clusters Score -1.196631e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -11966374.000000 Penalty: 5654.446289
	Iteration 39Q: 3 clusters Score -1.196637e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
Score: -11966439.000000 Penalty: 5654.446289
	Iteration 40F: 3 clusters Score -1.196644e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -11966495.000000 Penalty: 5654.446289
	Iteration 41Q: 3 clusters Score -1.19665e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -11966573.000000 Penalty: 5654.446289
	Iteration 42Q: 3 clusters Score -1.196657e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -11966605.000000 Penalty: 5654.446289
	Iteration 43Q: 3 clusters Score -1.19666e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -11966660.000000 Penalty: 5654.446289
	Iteration 44Q: 3 clusters Score -1.196666e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 83347 members 
Entering Unmasked Estep 
Score: -11966701.000000 Penalty: 5654.446289
	Iteration 45Q: 3 clusters Score -1.19667e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -11966783.000000 Penalty: 5654.446289
	Iteration 46Q: 3 clusters Score -1.196678e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -11966815.000000 Penalty: 5654.446289
	Iteration 47Q: 3 clusters Score -1.196682e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -11966842.000000 Penalty: 5654.446289
	Iteration 48Q: 3 clusters Score -1.196684e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -11966894.000000 Penalty: 5654.446289
	Iteration 49Q: 3 clusters Score -1.196689e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 84306 members 
Entering Unmasked Estep 
Score: -11966908.000000 Penalty: 5654.446289
	Iteration 50Q: 3 clusters Score -1.196691e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -11966936.000000 Penalty: 5654.446289
	Iteration 51Q: 3 clusters Score -1.196694e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 84610 members 
Entering Unmasked Estep 
Score: -11966980.000000 Penalty: 5654.446289
	Iteration 52Q: 3 clusters Score -1.196698e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -11966983.000000 Penalty: 5654.446289
	Iteration 53Q: 3 clusters Score -1.196698e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -11967010.000000 Penalty: 5654.446289
	Iteration 54Q: 3 clusters Score -1.196701e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -11967012.000000 Penalty: 5654.446289
	Iteration 55Q: 3 clusters Score -1.196701e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -11967006.000000 Penalty: 5654.446289
	Iteration 56Q: 3 clusters Score -1.196701e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -11967026.000000 Penalty: 5654.446289
	Iteration 57Q: 3 clusters Score -1.196703e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 85166 members 
Entering Unmasked Estep 
Score: -11967022.000000 Penalty: 5654.446289
	Iteration 58Q: 3 clusters Score -1.196702e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -11967036.000000 Penalty: 5654.446289
	Iteration 59Q: 3 clusters Score -1.196704e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 85299 members 
Entering Unmasked Estep 
Score: -11967029.000000 Penalty: 5654.446289
	Iteration 60F: 3 clusters Score -1.196703e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 85353 members 
Entering Unmasked Estep 
Score: -11967061.000000 Penalty: 5654.446289
	Iteration 61Q: 3 clusters Score -1.196706e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -11967060.000000 Penalty: 5654.446289
	Iteration 62Q: 3 clusters Score -1.196706e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -11967074.000000 Penalty: 5654.446289
	Iteration 63Q: 3 clusters Score -1.196707e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -11967073.000000 Penalty: 5654.446289
	Iteration 64Q: 3 clusters Score -1.196707e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -11967067.000000 Penalty: 5654.446289
	Iteration 65Q: 3 clusters Score -1.196707e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -11967081.000000 Penalty: 5654.446289
	Iteration 66Q: 3 clusters Score -1.196708e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -11967094.000000 Penalty: 5654.446289
	Iteration 67Q: 3 clusters Score -1.196709e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -11967099.000000 Penalty: 5654.446289
	Iteration 68Q: 3 clusters Score -1.19671e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -11967099.000000 Penalty: 5654.446289
	Iteration 69Q: 3 clusters Score -1.19671e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
Score: -11967122.000000 Penalty: 5654.446289
	Iteration 70Q: 3 clusters Score -1.196712e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -11967115.000000 Penalty: 5654.446289
	Iteration 71Q: 3 clusters Score -1.196712e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -11967127.000000 Penalty: 5654.446289
	Iteration 72Q: 3 clusters Score -1.196713e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 85895 members 
Entering Unmasked Estep 
Score: -11967153.000000 Penalty: 5654.446289
	Iteration 73Q: 3 clusters Score -1.196715e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -11967155.000000 Penalty: 5654.446289
	Iteration 74Q: 3 clusters Score -1.196716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -11967172.000000 Penalty: 5654.446289
	Iteration 75Q: 3 clusters Score -1.196717e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -11967175.000000 Penalty: 5654.446289
	Iteration 76Q: 3 clusters Score -1.196718e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -11967198.000000 Penalty: 5654.446289
	Iteration 77Q: 3 clusters Score -1.19672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -11967190.000000 Penalty: 5654.446289
	Iteration 78Q: 3 clusters Score -1.196719e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -11967194.000000 Penalty: 5654.446289
	Iteration 79Q: 3 clusters Score -1.196719e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -11967192.000000 Penalty: 5654.446289
	Iteration 80F: 3 clusters Score -1.196719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -11967198.000000 Penalty: 5654.446289
	Iteration 81Q: 3 clusters Score -1.19672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -11967203.000000 Penalty: 5654.446289
	Iteration 82Q: 3 clusters Score -1.19672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -11967193.000000 Penalty: 5654.446289
	Iteration 83Q: 3 clusters Score -1.196719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -11967188.000000 Penalty: 5654.446289
	Iteration 84Q: 3 clusters Score -1.196719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -11967192.000000 Penalty: 5654.446289
	Iteration 85Q: 3 clusters Score -1.196719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 86225 members 
Entering Unmasked Estep 
Score: -11967211.000000 Penalty: 5654.446289
	Iteration 86Q: 3 clusters Score -1.196721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -11967225.000000 Penalty: 5654.446289
	Iteration 87Q: 3 clusters Score -1.196722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -11967225.000000 Penalty: 5654.446289
	Iteration 88Q: 3 clusters Score -1.196722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -11967234.000000 Penalty: 5654.446289
	Iteration 89Q: 3 clusters Score -1.196723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -11967239.000000 Penalty: 5654.446289
	Iteration 90Q: 3 clusters Score -1.196724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -11967233.000000 Penalty: 5654.446289
	Iteration 91Q: 3 clusters Score -1.196723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -11967227.000000 Penalty: 5654.446289
	Iteration 92Q: 3 clusters Score -1.196723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -11967226.000000 Penalty: 5654.446289
	Iteration 93Q: 3 clusters Score -1.196723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -11967225.000000 Penalty: 5654.446289
	Iteration 94Q: 3 clusters Score -1.196722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -11967218.000000 Penalty: 5654.446289
	Iteration 95Q: 3 clusters Score -1.196722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -11967210.000000 Penalty: 5654.446289
	Iteration 96Q: 3 clusters Score -1.196721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -11967202.000000 Penalty: 5654.446289
	Iteration 97Q: 3 clusters Score -1.19672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -11967200.000000 Penalty: 5654.446289
	Iteration 98Q: 3 clusters Score -1.19672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -11967210.000000 Penalty: 5654.446289
	Iteration 99Q: 3 clusters Score -1.196721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 86348 members 
Entering Unmasked Estep 
Score: -11967203.000000 Penalty: 5654.446289
	Iteration 100F: 3 clusters Score -1.19672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -11967204.000000 Penalty: 5654.446289
	Iteration 101Q: 3 clusters Score -1.19672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -11967222.000000 Penalty: 5654.446289
	Iteration 102Q: 3 clusters Score -1.196722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 86374 members 
Entering Unmasked Estep 
Score: -11967209.000000 Penalty: 5654.446289
	Iteration 103Q: 3 clusters Score -1.196721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -11967208.000000 Penalty: 5654.446289
	Iteration 104Q: 3 clusters Score -1.196721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -11967210.000000 Penalty: 5654.446289
	Iteration 105Q: 3 clusters Score -1.196721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -11967205.000000 Penalty: 5654.446289
	Iteration 106Q: 3 clusters Score -1.19672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -11967203.000000 Penalty: 5654.446289
	Iteration 107Q: 3 clusters Score -1.19672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -11967197.000000 Penalty: 5654.446289
	Iteration 108Q: 3 clusters Score -1.19672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 86389 members 
Entering Unmasked Estep 
Score: -11967199.000000 Penalty: 5654.446289
	Iteration 109Q: 3 clusters Score -1.19672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -11967197.000000 Penalty: 5654.446289
	Iteration 110Q: 3 clusters Score -1.19672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 86394 members 
Entering Unmasked Estep 
Score: -11967202.000000 Penalty: 5654.446289
	Iteration 111Q: 3 clusters Score -1.19672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -11967195.000000 Penalty: 5654.446289
	Iteration 112Q: 3 clusters Score -1.19672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -11967193.000000 Penalty: 5654.446289
	Iteration 113Q: 3 clusters Score -1.196719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -11967193.000000 Penalty: 5654.446289
	Iteration 114F: 3 clusters Score -1.196719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Entering Unmasked Estep 
Score: -6594306.500000 Penalty: 2685.738281
	Iteration 0F: 2 clusters Score -6594306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -6560327.000000 Penalty: 5371.476562
	Iteration 0F: 3 clusters Score -6560327 nChanged 23215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6573090.500000 Penalty: 5371.476562
	Iteration 1F: 3 clusters Score -6573090 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -6573658.000000 Penalty: 5371.476562
	Iteration 2Q: 3 clusters Score -6573658 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -6574231.000000 Penalty: 5371.476562
	Iteration 3Q: 3 clusters Score -6574231 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -6574833.500000 Penalty: 5371.476562
	Iteration 4Q: 3 clusters Score -6574834 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -6575540.000000 Penalty: 5371.476562
	Iteration 5Q: 3 clusters Score -6575540 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -6576439.000000 Penalty: 5371.476562
	Iteration 6Q: 3 clusters Score -6576439 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -6577912.000000 Penalty: 5371.476562
	Iteration 7F: 3 clusters Score -6577912 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -6580227.500000 Penalty: 5371.476562
	Iteration 8F: 3 clusters Score -6580228 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -6583361.000000 Penalty: 5371.476562
	Iteration 9F: 3 clusters Score -6583361 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -6586726.000000 Penalty: 5371.476562
	Iteration 10F: 3 clusters Score -6586726 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6589444.500000 Penalty: 5371.476562
	Iteration 11F: 3 clusters Score -6589444 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6590939.500000 Penalty: 5371.476562
	Iteration 12Q: 3 clusters Score -6590940 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6591535.000000 Penalty: 5371.476562
	Iteration 13Q: 3 clusters Score -6591535 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6591800.000000 Penalty: 5371.476562
	Iteration 14Q: 3 clusters Score -6591800 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6591887.000000 Penalty: 5371.476562
	Iteration 15Q: 3 clusters Score -6591887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6591938.500000 Penalty: 5371.476562
	Iteration 16Q: 3 clusters Score -6591938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6591961.000000 Penalty: 5371.476562
	Iteration 17Q: 3 clusters Score -6591961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6591975.500000 Penalty: 5371.476562
	Iteration 18Q: 3 clusters Score -6591976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6591981.500000 Penalty: 5371.476562
	Iteration 19Q: 3 clusters Score -6591982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6591987.500000 Penalty: 5371.476562
	Iteration 20F: 3 clusters Score -6591988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6591991.500000 Penalty: 5371.476562
	Iteration 21Q: 3 clusters Score -6591992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6592001.500000 Penalty: 5371.476562
	Iteration 22Q: 3 clusters Score -6592002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6592008.500000 Penalty: 5371.476562
	Iteration 23Q: 3 clusters Score -6592008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6592012.500000 Penalty: 5371.476562
	Iteration 24Q: 3 clusters Score -6592012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6592006.000000 Penalty: 5371.476562
	Iteration 25Q: 3 clusters Score -6592006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6592006.500000 Penalty: 5371.476562
	Iteration 26Q: 3 clusters Score -6592006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6592012.500000 Penalty: 5371.476562
	Iteration 27Q: 3 clusters Score -6592012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6592020.000000 Penalty: 5371.476562
	Iteration 28Q: 3 clusters Score -6592020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6592022.500000 Penalty: 5371.476562
	Iteration 29Q: 3 clusters Score -6592022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6592022.500000 Penalty: 5371.476562
	Iteration 30F: 3 clusters Score -6592022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -113784.390625 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -113784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111942.820312 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -111942.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112196.757812 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -112196.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112274.359375 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -112274.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112310.687500 Penalty: 3372.884277
	Iteration 3Q: 3 clusters Score -112310.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112349.007812 Penalty: 3372.884277
	Iteration 4Q: 3 clusters Score -112349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112375.898438 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -112375.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112393.375000 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -112393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112401.187500 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -112401.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112417.617188 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -112417.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -112437.671875 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -112437.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112494.890625 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -112494.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112694.375000 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -112694.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112835.257812 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -112835.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -112881.460938 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -112881.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112911.453125 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -112911.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112939.578125 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -112939.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112968.218750 Penalty: 3372.884277
	Iteration 16Q: 3 clusters Score -112968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112983.460938 Penalty: 3372.884277
	Iteration 17Q: 3 clusters Score -112983.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113001.164062 Penalty: 3372.884277
	Iteration 18Q: 3 clusters Score -113001.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113017.421875 Penalty: 3372.884277
	Iteration 19Q: 3 clusters Score -113017.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -113045.851562 Penalty: 3372.884277
	Iteration 20F: 3 clusters Score -113045.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -113070.125000 Penalty: 3372.884277
	Iteration 21Q: 3 clusters Score -113070.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -113095.718750 Penalty: 3372.884277
	Iteration 22Q: 3 clusters Score -113095.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -113119.687500 Penalty: 3372.884277
	Iteration 23Q: 3 clusters Score -113119.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -113144.062500 Penalty: 3372.884277
	Iteration 24Q: 3 clusters Score -113144.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -113178.828125 Penalty: 3372.884277
	Iteration 25Q: 3 clusters Score -113178.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -113204.296875 Penalty: 3372.884277
	Iteration 26Q: 3 clusters Score -113204.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -113227.812500 Penalty: 3372.884277
	Iteration 27Q: 3 clusters Score -113227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -113242.156250 Penalty: 3372.884277
	Iteration 28Q: 3 clusters Score -113242.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -113256.757812 Penalty: 3372.884277
	Iteration 29Q: 3 clusters Score -113256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -113268.632812 Penalty: 3372.884277
	Iteration 30Q: 3 clusters Score -113268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -113288.132812 Penalty: 3372.884277
	Iteration 31Q: 3 clusters Score -113288.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -113309.390625 Penalty: 3372.884277
	Iteration 32Q: 3 clusters Score -113309.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -113342.140625 Penalty: 3372.884277
	Iteration 33Q: 3 clusters Score -113342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -113362.109375 Penalty: 3372.884277
	Iteration 34Q: 3 clusters Score -113362.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -113380.812500 Penalty: 3372.884277
	Iteration 35Q: 3 clusters Score -113380.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -113413.859375 Penalty: 3372.884277
	Iteration 36Q: 3 clusters Score -113413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -113430.617188 Penalty: 3372.884277
	Iteration 37Q: 3 clusters Score -113430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -113443.273438 Penalty: 3372.884277
	Iteration 38Q: 3 clusters Score -113443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -113451.070312 Penalty: 3372.884277
	Iteration 39Q: 3 clusters Score -113451.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -113452.210938 Penalty: 3372.884277
	Iteration 40F: 3 clusters Score -113452.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -190478.937500 Penalty: 1827.035034
	Iteration 0F: 2 clusters Score -190478.9 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 797 members 
Entering Unmasked Estep 
Score: -188141.265625 Penalty: 3654.070068
	Iteration 0F: 3 clusters Score -188141.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188697.953125 Penalty: 3654.070068
	Iteration 1F: 3 clusters Score -188698 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -189000.828125 Penalty: 3654.070068
	Iteration 2F: 3 clusters Score -189000.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -189329.546875 Penalty: 3654.070068
	Iteration 3F: 3 clusters Score -189329.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -190004.875000 Penalty: 3654.070068
	Iteration 4F: 3 clusters Score -190004.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -190420.171875 Penalty: 3654.070068
	Iteration 5F: 3 clusters Score -190420.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -190798.093750 Penalty: 3654.070068
	Iteration 6F: 3 clusters Score -190798.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -191080.078125 Penalty: 3654.070068
	Iteration 7F: 3 clusters Score -191080.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -191235.843750 Penalty: 3654.070068
	Iteration 8Q: 3 clusters Score -191235.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -191351.343750 Penalty: 3654.070068
	Iteration 9Q: 3 clusters Score -191351.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -191407.296875 Penalty: 3654.070068
	Iteration 10Q: 3 clusters Score -191407.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -191438.265625 Penalty: 3654.070068
	Iteration 11Q: 3 clusters Score -191438.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -191455.593750 Penalty: 3654.070068
	Iteration 12Q: 3 clusters Score -191455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -191486.609375 Penalty: 3654.070068
	Iteration 13Q: 3 clusters Score -191486.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -191508.765625 Penalty: 3654.070068
	Iteration 14Q: 3 clusters Score -191508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -191516.625000 Penalty: 3654.070068
	Iteration 15Q: 3 clusters Score -191516.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -191518.109375 Penalty: 3654.070068
	Iteration 16Q: 3 clusters Score -191518.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -191521.546875 Penalty: 3654.070068
	Iteration 17Q: 3 clusters Score -191521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -191526.687500 Penalty: 3654.070068
	Iteration 18Q: 3 clusters Score -191526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -191532.203125 Penalty: 3654.070068
	Iteration 19Q: 3 clusters Score -191532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -191535.703125 Penalty: 3654.070068
	Iteration 20F: 3 clusters Score -191535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -191547.875000 Penalty: 3654.070068
	Iteration 21Q: 3 clusters Score -191547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -191582.140625 Penalty: 3654.070068
	Iteration 22Q: 3 clusters Score -191582.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -191671.093750 Penalty: 3654.070068
	Iteration 23Q: 3 clusters Score -191671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -191802.906250 Penalty: 3654.070068
	Iteration 24Q: 3 clusters Score -191802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -191833.203125 Penalty: 3654.070068
	Iteration 25Q: 3 clusters Score -191833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -191834.437500 Penalty: 3654.070068
	Iteration 26Q: 3 clusters Score -191834.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -191834.437500 Penalty: 3654.070068
	Iteration 27F: 3 clusters Score -191834.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 57215 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175453 members 
Mstep: Class 6 contains 89330 members 
Mstep: Class 7 contains 50493 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 257 members 
Mstep: Class 10 contains 158491 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 29231 members 
Mstep: Class 14 contains 26904 members 
Mstep: Class 15 contains 160523 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173243 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 1326 members 
Entering Unmasked Estep 
Score: -144369360.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144369664.000000 to -144369360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (158491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158491 members 
Entering Unmasked Estep 
Score: -21262026.000000 Penalty: 2969.416504
	Iteration 0F: 2 clusters Score -2.126203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -21156132.000000 Penalty: 5938.833008
	Iteration 0F: 3 clusters Score -2.115613e+07 nChanged 75717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -21200584.000000 Penalty: 5938.833008
	Iteration 1F: 3 clusters Score -2.120058e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -21201508.000000 Penalty: 5938.833008
	Iteration 2Q: 3 clusters Score -2.120151e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -21203024.000000 Penalty: 5938.833008
	Iteration 3Q: 3 clusters Score -2.120302e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -21205362.000000 Penalty: 5938.833008
	Iteration 4Q: 3 clusters Score -2.120536e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -21209300.000000 Penalty: 5938.833008
	Iteration 5Q: 3 clusters Score -2.12093e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -21215570.000000 Penalty: 5938.833008
	Iteration 6F: 3 clusters Score -2.121557e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 120542 members 
Entering Unmasked Estep 
Score: -21224768.000000 Penalty: 5938.833008
	Iteration 7F: 3 clusters Score -2.122477e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 132964 members 
Entering Unmasked Estep 
Score: -21236232.000000 Penalty: 5938.833008
	Iteration 8F: 3 clusters Score -2.123623e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 144187 members 
Entering Unmasked Estep 
Score: -21246826.000000 Penalty: 5938.833008
	Iteration 9F: 3 clusters Score -2.124683e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 151715 members 
Entering Unmasked Estep 
Score: -21253810.000000 Penalty: 5938.833008
	Iteration 10Q: 3 clusters Score -2.125381e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 155546 members 
Entering Unmasked Estep 
Score: -21257114.000000 Penalty: 5938.833008
	Iteration 11Q: 3 clusters Score -2.125711e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 157128 members 
Entering Unmasked Estep 
Score: -21258442.000000 Penalty: 5938.833008
	Iteration 12Q: 3 clusters Score -2.125844e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 157743 members 
Entering Unmasked Estep 
Score: -21258996.000000 Penalty: 5938.833008
	Iteration 13Q: 3 clusters Score -2.1259e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 157953 members 
Entering Unmasked Estep 
Score: -21259146.000000 Penalty: 5938.833008
	Iteration 14Q: 3 clusters Score -2.125915e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -21259290.000000 Penalty: 5938.833008
	Iteration 15Q: 3 clusters Score -2.125929e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -21259344.000000 Penalty: 5938.833008
	Iteration 16Q: 3 clusters Score -2.125934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 158115 members 
Entering Unmasked Estep 
Score: -21259380.000000 Penalty: 5938.833008
	Iteration 17Q: 3 clusters Score -2.125938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 158128 members 
Entering Unmasked Estep 
Score: -21259414.000000 Penalty: 5938.833008
	Iteration 18Q: 3 clusters Score -2.125941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 158129 members 
Entering Unmasked Estep 
Score: -21259452.000000 Penalty: 5938.833008
	Iteration 19Q: 3 clusters Score -2.125945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -21259460.000000 Penalty: 5938.833008
	Iteration 20F: 3 clusters Score -2.125946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -21259452.000000 Penalty: 5938.833008
	Iteration 21Q: 3 clusters Score -2.125945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 158142 members 
Entering Unmasked Estep 
Score: -21259460.000000 Penalty: 5938.833008
	Iteration 22Q: 3 clusters Score -2.125946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 158146 members 
Entering Unmasked Estep 
Score: -21259476.000000 Penalty: 5938.833008
	Iteration 23Q: 3 clusters Score -2.125948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 158150 members 
Entering Unmasked Estep 
Score: -21259488.000000 Penalty: 5938.833008
	Iteration 24Q: 3 clusters Score -2.125949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 158151 members 
Entering Unmasked Estep 
Score: -21259500.000000 Penalty: 5938.833008
	Iteration 25Q: 3 clusters Score -2.12595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -21259504.000000 Penalty: 5938.833008
	Iteration 26Q: 3 clusters Score -2.12595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -21259506.000000 Penalty: 5938.833008
	Iteration 27Q: 3 clusters Score -2.125951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -21259506.000000 Penalty: 5938.833008
	Iteration 28Q: 3 clusters Score -2.125951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -21259502.000000 Penalty: 5938.833008
	Iteration 29Q: 3 clusters Score -2.12595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -21259502.000000 Penalty: 5938.833008
	Iteration 30F: 3 clusters Score -2.12595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -331098.437500 Penalty: 1938.471313
	Iteration 0F: 2 clusters Score -331098.4 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 1247 members 
Entering Unmasked Estep 
Score: -328128.125000 Penalty: 3876.942627
	Iteration 0F: 3 clusters Score -328128.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -328664.281250 Penalty: 3876.942627
	Iteration 1F: 3 clusters Score -328664.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -328811.000000 Penalty: 3876.942627
	Iteration 2F: 3 clusters Score -328811 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -328908.656250 Penalty: 3876.942627
	Iteration 3Q: 3 clusters Score -328908.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -328973.843750 Penalty: 3876.942627
	Iteration 4Q: 3 clusters Score -328973.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -329031.156250 Penalty: 3876.942627
	Iteration 5Q: 3 clusters Score -329031.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -329073.406250 Penalty: 3876.942627
	Iteration 6Q: 3 clusters Score -329073.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -329105.218750 Penalty: 3876.942627
	Iteration 7Q: 3 clusters Score -329105.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -329138.250000 Penalty: 3876.942627
	Iteration 8Q: 3 clusters Score -329138.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -329173.687500 Penalty: 3876.942627
	Iteration 9Q: 3 clusters Score -329173.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -329208.218750 Penalty: 3876.942627
	Iteration 10Q: 3 clusters Score -329208.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -329226.437500 Penalty: 3876.942627
	Iteration 11Q: 3 clusters Score -329226.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -329239.406250 Penalty: 3876.942627
	Iteration 12Q: 3 clusters Score -329239.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -329253.718750 Penalty: 3876.942627
	Iteration 13Q: 3 clusters Score -329253.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -329270.812500 Penalty: 3876.942627
	Iteration 14Q: 3 clusters Score -329270.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -329286.500000 Penalty: 3876.942627
	Iteration 15Q: 3 clusters Score -329286.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -329298.406250 Penalty: 3876.942627
	Iteration 16Q: 3 clusters Score -329298.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -329312.906250 Penalty: 3876.942627
	Iteration 17Q: 3 clusters Score -329312.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -329328.218750 Penalty: 3876.942627
	Iteration 18Q: 3 clusters Score -329328.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -329341.312500 Penalty: 3876.942627
	Iteration 19Q: 3 clusters Score -329341.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -329356.875000 Penalty: 3876.942627
	Iteration 20F: 3 clusters Score -329356.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -329376.125000 Penalty: 3876.942627
	Iteration 21Q: 3 clusters Score -329376.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -329398.531250 Penalty: 3876.942627
	Iteration 22Q: 3 clusters Score -329398.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -329424.000000 Penalty: 3876.942627
	Iteration 23Q: 3 clusters Score -329424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -329467.375000 Penalty: 3876.942627
	Iteration 24Q: 3 clusters Score -329467.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -329510.468750 Penalty: 3876.942627
	Iteration 25Q: 3 clusters Score -329510.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -329565.562500 Penalty: 3876.942627
	Iteration 26Q: 3 clusters Score -329565.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -329629.093750 Penalty: 3876.942627
	Iteration 27Q: 3 clusters Score -329629.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -329706.250000 Penalty: 3876.942627
	Iteration 28Q: 3 clusters Score -329706.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -329761.187500 Penalty: 3876.942627
	Iteration 29Q: 3 clusters Score -329761.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -329818.375000 Penalty: 3876.942627
	Iteration 30Q: 3 clusters Score -329818.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -329878.968750 Penalty: 3876.942627
	Iteration 31Q: 3 clusters Score -329879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -329923.437500 Penalty: 3876.942627
	Iteration 32Q: 3 clusters Score -329923.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -329957.750000 Penalty: 3876.942627
	Iteration 33Q: 3 clusters Score -329957.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -329995.218750 Penalty: 3876.942627
	Iteration 34Q: 3 clusters Score -329995.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -330042.000000 Penalty: 3876.942627
	Iteration 35Q: 3 clusters Score -330042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -330082.500000 Penalty: 3876.942627
	Iteration 36Q: 3 clusters Score -330082.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -330111.937500 Penalty: 3876.942627
	Iteration 37Q: 3 clusters Score -330111.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -330133.906250 Penalty: 3876.942627
	Iteration 38Q: 3 clusters Score -330133.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -330154.906250 Penalty: 3876.942627
	Iteration 39Q: 3 clusters Score -330154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -330173.218750 Penalty: 3876.942627
	Iteration 40F: 3 clusters Score -330173.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -330190.750000 Penalty: 3876.942627
	Iteration 41Q: 3 clusters Score -330190.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -330213.750000 Penalty: 3876.942627
	Iteration 42Q: 3 clusters Score -330213.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -330232.375000 Penalty: 3876.942627
	Iteration 43Q: 3 clusters Score -330232.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -330248.312500 Penalty: 3876.942627
	Iteration 44Q: 3 clusters Score -330248.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -330263.562500 Penalty: 3876.942627
	Iteration 45Q: 3 clusters Score -330263.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -330278.312500 Penalty: 3876.942627
	Iteration 46Q: 3 clusters Score -330278.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -330293.687500 Penalty: 3876.942627
	Iteration 47Q: 3 clusters Score -330293.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -330302.593750 Penalty: 3876.942627
	Iteration 48Q: 3 clusters Score -330302.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -330312.843750 Penalty: 3876.942627
	Iteration 49Q: 3 clusters Score -330312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -330318.625000 Penalty: 3876.942627
	Iteration 50Q: 3 clusters Score -330318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -330324.437500 Penalty: 3876.942627
	Iteration 51Q: 3 clusters Score -330324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -330331.062500 Penalty: 3876.942627
	Iteration 52Q: 3 clusters Score -330331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -330332.062500 Penalty: 3876.942627
	Iteration 53Q: 3 clusters Score -330332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -330333.531250 Penalty: 3876.942627
	Iteration 54Q: 3 clusters Score -330333.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -330336.468750 Penalty: 3876.942627
	Iteration 55Q: 3 clusters Score -330336.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -330336.468750 Penalty: 3876.942627
	Iteration 56F: 3 clusters Score -330336.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Entering Unmasked Estep 
Score: -1127364.375000 Penalty: 2238.372559
	Iteration 0F: 2 clusters Score -1127364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1120774.375000 Penalty: 4476.745117
	Iteration 0F: 3 clusters Score -1120774 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1122505.125000 Penalty: 4476.745117
	Iteration 1F: 3 clusters Score -1122505 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1122755.125000 Penalty: 4476.745117
	Iteration 2F: 3 clusters Score -1122755 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1122945.375000 Penalty: 4476.745117
	Iteration 3Q: 3 clusters Score -1122945 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1123109.250000 Penalty: 4476.745117
	Iteration 4Q: 3 clusters Score -1123109 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1123249.250000 Penalty: 4476.745117
	Iteration 5Q: 3 clusters Score -1123249 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1123379.250000 Penalty: 4476.745117
	Iteration 6Q: 3 clusters Score -1123379 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1123498.125000 Penalty: 4476.745117
	Iteration 7Q: 3 clusters Score -1123498 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1123624.375000 Penalty: 4476.745117
	Iteration 8Q: 3 clusters Score -1123624 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1123751.625000 Penalty: 4476.745117
	Iteration 9Q: 3 clusters Score -1123752 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1123894.750000 Penalty: 4476.745117
	Iteration 10Q: 3 clusters Score -1123895 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1124057.500000 Penalty: 4476.745117
	Iteration 11Q: 3 clusters Score -1124058 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1124269.875000 Penalty: 4476.745117
	Iteration 12Q: 3 clusters Score -1124270 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1124477.875000 Penalty: 4476.745117
	Iteration 13Q: 3 clusters Score -1124478 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1124696.000000 Penalty: 4476.745117
	Iteration 14Q: 3 clusters Score -1124696 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1124905.500000 Penalty: 4476.745117
	Iteration 15Q: 3 clusters Score -1124906 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1125071.000000 Penalty: 4476.745117
	Iteration 16Q: 3 clusters Score -1125071 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1125176.750000 Penalty: 4476.745117
	Iteration 17Q: 3 clusters Score -1125177 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1125246.625000 Penalty: 4476.745117
	Iteration 18Q: 3 clusters Score -1125247 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1125300.500000 Penalty: 4476.745117
	Iteration 19Q: 3 clusters Score -1125300 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1125346.500000 Penalty: 4476.745117
	Iteration 20F: 3 clusters Score -1125346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1125380.375000 Penalty: 4476.745117
	Iteration 21Q: 3 clusters Score -1125380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1125407.125000 Penalty: 4476.745117
	Iteration 22Q: 3 clusters Score -1125407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1125434.250000 Penalty: 4476.745117
	Iteration 23Q: 3 clusters Score -1125434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1125453.125000 Penalty: 4476.745117
	Iteration 24Q: 3 clusters Score -1125453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1125464.750000 Penalty: 4476.745117
	Iteration 25Q: 3 clusters Score -1125465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1125477.125000 Penalty: 4476.745117
	Iteration 26Q: 3 clusters Score -1125477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1125482.125000 Penalty: 4476.745117
	Iteration 27Q: 3 clusters Score -1125482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1125490.625000 Penalty: 4476.745117
	Iteration 28Q: 3 clusters Score -1125491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1125498.375000 Penalty: 4476.745117
	Iteration 29Q: 3 clusters Score -1125498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1125501.750000 Penalty: 4476.745117
	Iteration 30Q: 3 clusters Score -1125502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1125505.500000 Penalty: 4476.745117
	Iteration 31Q: 3 clusters Score -1125506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1125509.375000 Penalty: 4476.745117
	Iteration 32Q: 3 clusters Score -1125509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1125511.625000 Penalty: 4476.745117
	Iteration 33Q: 3 clusters Score -1125512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1125510.625000 Penalty: 4476.745117
	Iteration 34Q: 3 clusters Score -1125511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1125514.375000 Penalty: 4476.745117
	Iteration 35Q: 3 clusters Score -1125514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1125519.250000 Penalty: 4476.745117
	Iteration 36Q: 3 clusters Score -1125519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1125522.000000 Penalty: 4476.745117
	Iteration 37Q: 3 clusters Score -1125522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1125525.125000 Penalty: 4476.745117
	Iteration 38Q: 3 clusters Score -1125525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1125528.250000 Penalty: 4476.745117
	Iteration 39Q: 3 clusters Score -1125528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1125529.750000 Penalty: 4476.745117
	Iteration 40F: 3 clusters Score -1125530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1125529.750000 Penalty: 4476.745117
	Iteration 41Q: 3 clusters Score -1125530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1125528.625000 Penalty: 4476.745117
	Iteration 42Q: 3 clusters Score -1125529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1125528.625000 Penalty: 4476.745117
	Iteration 43Q: 3 clusters Score -1125529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1125531.250000 Penalty: 4476.745117
	Iteration 44Q: 3 clusters Score -1125531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1125535.375000 Penalty: 4476.745117
	Iteration 45Q: 3 clusters Score -1125535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1125539.125000 Penalty: 4476.745117
	Iteration 46Q: 3 clusters Score -1125539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1125540.750000 Penalty: 4476.745117
	Iteration 47Q: 3 clusters Score -1125541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1125543.750000 Penalty: 4476.745117
	Iteration 48Q: 3 clusters Score -1125544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1125545.375000 Penalty: 4476.745117
	Iteration 49Q: 3 clusters Score -1125545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1125549.375000 Penalty: 4476.745117
	Iteration 50Q: 3 clusters Score -1125549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1125549.875000 Penalty: 4476.745117
	Iteration 51Q: 3 clusters Score -1125550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1125548.250000 Penalty: 4476.745117
	Iteration 52Q: 3 clusters Score -1125548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1125550.125000 Penalty: 4476.745117
	Iteration 53Q: 3 clusters Score -1125550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1125552.000000 Penalty: 4476.745117
	Iteration 54Q: 3 clusters Score -1125552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1125552.375000 Penalty: 4476.745117
	Iteration 55Q: 3 clusters Score -1125552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1125556.500000 Penalty: 4476.745117
	Iteration 56Q: 3 clusters Score -1125556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1125556.500000 Penalty: 4476.745117
	Iteration 57F: 3 clusters Score -1125556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Entering Unmasked Estep 
Score: -3977501.500000 Penalty: 2550.180176
	Iteration 0F: 2 clusters Score -3977502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3957447.000000 Penalty: 5100.360352
	Iteration 0F: 3 clusters Score -3957447 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3964442.500000 Penalty: 5100.360352
	Iteration 1F: 3 clusters Score -3964442 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3964826.750000 Penalty: 5100.360352
	Iteration 2Q: 3 clusters Score -3964827 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3965181.000000 Penalty: 5100.360352
	Iteration 3Q: 3 clusters Score -3965181 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3965511.250000 Penalty: 5100.360352
	Iteration 4Q: 3 clusters Score -3965511 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3965857.250000 Penalty: 5100.360352
	Iteration 5Q: 3 clusters Score -3965857 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3966273.000000 Penalty: 5100.360352
	Iteration 6Q: 3 clusters Score -3966273 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3966822.250000 Penalty: 5100.360352
	Iteration 7Q: 3 clusters Score -3966822 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3967551.000000 Penalty: 5100.360352
	Iteration 8Q: 3 clusters Score -3967551 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3968599.500000 Penalty: 5100.360352
	Iteration 9F: 3 clusters Score -3968600 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -3970004.500000 Penalty: 5100.360352
	Iteration 10F: 3 clusters Score -3970004 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3971520.500000 Penalty: 5100.360352
	Iteration 11F: 3 clusters Score -3971520 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3972845.250000 Penalty: 5100.360352
	Iteration 12F: 3 clusters Score -3972845 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3973864.250000 Penalty: 5100.360352
	Iteration 13Q: 3 clusters Score -3973864 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3974540.250000 Penalty: 5100.360352
	Iteration 14Q: 3 clusters Score -3974540 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3974892.250000 Penalty: 5100.360352
	Iteration 15Q: 3 clusters Score -3974892 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3975119.250000 Penalty: 5100.360352
	Iteration 16Q: 3 clusters Score -3975119 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3975249.750000 Penalty: 5100.360352
	Iteration 17Q: 3 clusters Score -3975250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3975324.250000 Penalty: 5100.360352
	Iteration 18Q: 3 clusters Score -3975324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3975371.500000 Penalty: 5100.360352
	Iteration 19Q: 3 clusters Score -3975372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3975398.750000 Penalty: 5100.360352
	Iteration 20F: 3 clusters Score -3975399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3975424.750000 Penalty: 5100.360352
	Iteration 21Q: 3 clusters Score -3975425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3975434.500000 Penalty: 5100.360352
	Iteration 22Q: 3 clusters Score -3975434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -3975448.000000 Penalty: 5100.360352
	Iteration 23Q: 3 clusters Score -3975448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3975463.500000 Penalty: 5100.360352
	Iteration 24Q: 3 clusters Score -3975464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -3975471.750000 Penalty: 5100.360352
	Iteration 25Q: 3 clusters Score -3975472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -3975476.250000 Penalty: 5100.360352
	Iteration 26Q: 3 clusters Score -3975476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3975480.500000 Penalty: 5100.360352
	Iteration 27Q: 3 clusters Score -3975480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3975480.750000 Penalty: 5100.360352
	Iteration 28Q: 3 clusters Score -3975481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3975481.250000 Penalty: 5100.360352
	Iteration 29Q: 3 clusters Score -3975481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -3975480.000000 Penalty: 5100.360352
	Iteration 30Q: 3 clusters Score -3975480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -3975485.750000 Penalty: 5100.360352
	Iteration 31Q: 3 clusters Score -3975486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3975488.250000 Penalty: 5100.360352
	Iteration 32Q: 3 clusters Score -3975488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3975488.250000 Penalty: 5100.360352
	Iteration 33Q: 3 clusters Score -3975488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3975488.250000 Penalty: 5100.360352
	Iteration 34F: 3 clusters Score -3975488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Entering Unmasked Estep 
Score: -3664348.500000 Penalty: 2529.607422
	Iteration 0F: 2 clusters Score -3664348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3645803.000000 Penalty: 5059.214844
	Iteration 0F: 3 clusters Score -3645803 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3652279.500000 Penalty: 5059.214844
	Iteration 1F: 3 clusters Score -3652280 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3652691.000000 Penalty: 5059.214844
	Iteration 2Q: 3 clusters Score -3652691 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3653122.000000 Penalty: 5059.214844
	Iteration 3Q: 3 clusters Score -3653122 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3653562.000000 Penalty: 5059.214844
	Iteration 4Q: 3 clusters Score -3653562 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3654252.000000 Penalty: 5059.214844
	Iteration 5Q: 3 clusters Score -3654252 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3655276.000000 Penalty: 5059.214844
	Iteration 6F: 3 clusters Score -3655276 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3656590.000000 Penalty: 5059.214844
	Iteration 7F: 3 clusters Score -3656590 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3658176.000000 Penalty: 5059.214844
	Iteration 8F: 3 clusters Score -3658176 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3659561.750000 Penalty: 5059.214844
	Iteration 9F: 3 clusters Score -3659562 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3660426.500000 Penalty: 5059.214844
	Iteration 10Q: 3 clusters Score -3660426 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3660865.000000 Penalty: 5059.214844
	Iteration 11Q: 3 clusters Score -3660865 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3661091.750000 Penalty: 5059.214844
	Iteration 12Q: 3 clusters Score -3661092 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3661238.500000 Penalty: 5059.214844
	Iteration 13Q: 3 clusters Score -3661238 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3661337.000000 Penalty: 5059.214844
	Iteration 14Q: 3 clusters Score -3661337 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3661411.500000 Penalty: 5059.214844
	Iteration 15Q: 3 clusters Score -3661412 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3661476.750000 Penalty: 5059.214844
	Iteration 16Q: 3 clusters Score -3661477 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3661536.500000 Penalty: 5059.214844
	Iteration 17Q: 3 clusters Score -3661536 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3661590.250000 Penalty: 5059.214844
	Iteration 18Q: 3 clusters Score -3661590 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3661629.250000 Penalty: 5059.214844
	Iteration 19Q: 3 clusters Score -3661629 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3661676.250000 Penalty: 5059.214844
	Iteration 20F: 3 clusters Score -3661676 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3661714.500000 Penalty: 5059.214844
	Iteration 21Q: 3 clusters Score -3661714 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3661753.500000 Penalty: 5059.214844
	Iteration 22Q: 3 clusters Score -3661754 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3661801.250000 Penalty: 5059.214844
	Iteration 23Q: 3 clusters Score -3661801 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3661851.250000 Penalty: 5059.214844
	Iteration 24Q: 3 clusters Score -3661851 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3661884.000000 Penalty: 5059.214844
	Iteration 25Q: 3 clusters Score -3661884 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3661911.250000 Penalty: 5059.214844
	Iteration 26Q: 3 clusters Score -3661911 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3661939.000000 Penalty: 5059.214844
	Iteration 27Q: 3 clusters Score -3661939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3661967.250000 Penalty: 5059.214844
	Iteration 28Q: 3 clusters Score -3661967 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3661990.000000 Penalty: 5059.214844
	Iteration 29Q: 3 clusters Score -3661990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3662019.500000 Penalty: 5059.214844
	Iteration 30Q: 3 clusters Score -3662020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3662030.500000 Penalty: 5059.214844
	Iteration 31Q: 3 clusters Score -3662030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3662051.750000 Penalty: 5059.214844
	Iteration 32Q: 3 clusters Score -3662052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3662062.500000 Penalty: 5059.214844
	Iteration 33Q: 3 clusters Score -3662062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3662073.500000 Penalty: 5059.214844
	Iteration 34Q: 3 clusters Score -3662074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3662086.750000 Penalty: 5059.214844
	Iteration 35Q: 3 clusters Score -3662087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3662099.500000 Penalty: 5059.214844
	Iteration 36Q: 3 clusters Score -3662100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3662101.250000 Penalty: 5059.214844
	Iteration 37Q: 3 clusters Score -3662101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3662110.250000 Penalty: 5059.214844
	Iteration 38Q: 3 clusters Score -3662110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3662115.000000 Penalty: 5059.214844
	Iteration 39Q: 3 clusters Score -3662115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3662112.000000 Penalty: 5059.214844
	Iteration 40F: 3 clusters Score -3662112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3662128.250000 Penalty: 5059.214844
	Iteration 41Q: 3 clusters Score -3662128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3662130.000000 Penalty: 5059.214844
	Iteration 42Q: 3 clusters Score -3662130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3662132.750000 Penalty: 5059.214844
	Iteration 43Q: 3 clusters Score -3662133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3662133.750000 Penalty: 5059.214844
	Iteration 44Q: 3 clusters Score -3662134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3662139.250000 Penalty: 5059.214844
	Iteration 45Q: 3 clusters Score -3662139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3662142.250000 Penalty: 5059.214844
	Iteration 46Q: 3 clusters Score -3662142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3662141.500000 Penalty: 5059.214844
	Iteration 47Q: 3 clusters Score -3662142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3662138.750000 Penalty: 5059.214844
	Iteration 48Q: 3 clusters Score -3662139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3662146.750000 Penalty: 5059.214844
	Iteration 49Q: 3 clusters Score -3662147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3662147.750000 Penalty: 5059.214844
	Iteration 50Q: 3 clusters Score -3662148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3662147.250000 Penalty: 5059.214844
	Iteration 51Q: 3 clusters Score -3662147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3662147.500000 Penalty: 5059.214844
	Iteration 52Q: 3 clusters Score -3662148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3662154.250000 Penalty: 5059.214844
	Iteration 53Q: 3 clusters Score -3662154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3662148.500000 Penalty: 5059.214844
	Iteration 54Q: 3 clusters Score -3662148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3662150.250000 Penalty: 5059.214844
	Iteration 55Q: 3 clusters Score -3662150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3662149.000000 Penalty: 5059.214844
	Iteration 56Q: 3 clusters Score -3662149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3662157.000000 Penalty: 5059.214844
	Iteration 57Q: 3 clusters Score -3662157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3662159.000000 Penalty: 5059.214844
	Iteration 58Q: 3 clusters Score -3662159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3662159.750000 Penalty: 5059.214844
	Iteration 59Q: 3 clusters Score -3662160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3662154.750000 Penalty: 5059.214844
	Iteration 60F: 3 clusters Score -3662155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3662162.250000 Penalty: 5059.214844
	Iteration 61Q: 3 clusters Score -3662162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3662164.250000 Penalty: 5059.214844
	Iteration 62Q: 3 clusters Score -3662164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3662175.500000 Penalty: 5059.214844
	Iteration 63Q: 3 clusters Score -3662176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3662185.000000 Penalty: 5059.214844
	Iteration 64Q: 3 clusters Score -3662185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3662187.250000 Penalty: 5059.214844
	Iteration 65Q: 3 clusters Score -3662187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3662194.000000 Penalty: 5059.214844
	Iteration 66Q: 3 clusters Score -3662194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3662193.000000 Penalty: 5059.214844
	Iteration 67Q: 3 clusters Score -3662193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3662201.750000 Penalty: 5059.214844
	Iteration 68Q: 3 clusters Score -3662202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3662203.750000 Penalty: 5059.214844
	Iteration 69Q: 3 clusters Score -3662204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3662200.000000 Penalty: 5059.214844
	Iteration 70Q: 3 clusters Score -3662200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3662197.250000 Penalty: 5059.214844
	Iteration 71Q: 3 clusters Score -3662197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3662205.000000 Penalty: 5059.214844
	Iteration 72Q: 3 clusters Score -3662205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3662208.500000 Penalty: 5059.214844
	Iteration 73Q: 3 clusters Score -3662208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3662210.250000 Penalty: 5059.214844
	Iteration 74Q: 3 clusters Score -3662210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3662210.750000 Penalty: 5059.214844
	Iteration 75Q: 3 clusters Score -3662211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3662216.500000 Penalty: 5059.214844
	Iteration 76Q: 3 clusters Score -3662216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3662215.000000 Penalty: 5059.214844
	Iteration 77Q: 3 clusters Score -3662215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3662217.000000 Penalty: 5059.214844
	Iteration 78Q: 3 clusters Score -3662217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3662218.250000 Penalty: 5059.214844
	Iteration 79Q: 3 clusters Score -3662218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3662217.500000 Penalty: 5059.214844
	Iteration 80F: 3 clusters Score -3662218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3662217.750000 Penalty: 5059.214844
	Iteration 81Q: 3 clusters Score -3662218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3662219.000000 Penalty: 5059.214844
	Iteration 82Q: 3 clusters Score -3662219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3662223.250000 Penalty: 5059.214844
	Iteration 83Q: 3 clusters Score -3662223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3662225.750000 Penalty: 5059.214844
	Iteration 84Q: 3 clusters Score -3662226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3662223.750000 Penalty: 5059.214844
	Iteration 85Q: 3 clusters Score -3662224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3662225.750000 Penalty: 5059.214844
	Iteration 86Q: 3 clusters Score -3662226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3662229.750000 Penalty: 5059.214844
	Iteration 87Q: 3 clusters Score -3662230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3662233.500000 Penalty: 5059.214844
	Iteration 88Q: 3 clusters Score -3662234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3662238.250000 Penalty: 5059.214844
	Iteration 89Q: 3 clusters Score -3662238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3662243.000000 Penalty: 5059.214844
	Iteration 90Q: 3 clusters Score -3662243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3662243.000000 Penalty: 5059.214844
	Iteration 91F: 3 clusters Score -3662243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (160523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160523 members 
Entering Unmasked Estep 
Score: -21537476.000000 Penalty: 2972.575684
	Iteration 0F: 2 clusters Score -2.153748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -21431300.000000 Penalty: 5945.151367
	Iteration 0F: 3 clusters Score -2.14313e+07 nChanged 76429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -21475492.000000 Penalty: 5945.151367
	Iteration 1F: 3 clusters Score -2.147549e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -21476506.000000 Penalty: 5945.151367
	Iteration 2Q: 3 clusters Score -2.147651e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -21477770.000000 Penalty: 5945.151367
	Iteration 3Q: 3 clusters Score -2.147777e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -21479496.000000 Penalty: 5945.151367
	Iteration 4Q: 3 clusters Score -2.14795e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -21481746.000000 Penalty: 5945.151367
	Iteration 5Q: 3 clusters Score -2.148175e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -21484906.000000 Penalty: 5945.151367
	Iteration 6Q: 3 clusters Score -2.148491e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -21489748.000000 Penalty: 5945.151367
	Iteration 7F: 3 clusters Score -2.148975e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 92173 members 
Entering Unmasked Estep 
Score: -21496414.000000 Penalty: 5945.151367
	Iteration 8F: 3 clusters Score -2.149641e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 96472 members 
Entering Unmasked Estep 
Score: -21504192.000000 Penalty: 5945.151367
	Iteration 9F: 3 clusters Score -2.150419e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 100083 members 
Entering Unmasked Estep 
Score: -21510024.000000 Penalty: 5945.151367
	Iteration 10F: 3 clusters Score -2.151002e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -21513472.000000 Penalty: 5945.151367
	Iteration 11Q: 3 clusters Score -2.151347e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 105264 members 
Entering Unmasked Estep 
Score: -21514950.000000 Penalty: 5945.151367
	Iteration 12Q: 3 clusters Score -2.151495e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 107752 members 
Entering Unmasked Estep 
Score: -21516108.000000 Penalty: 5945.151367
	Iteration 13Q: 3 clusters Score -2.151611e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -21517006.000000 Penalty: 5945.151367
	Iteration 14Q: 3 clusters Score -2.151701e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 112797 members 
Entering Unmasked Estep 
Score: -21518076.000000 Penalty: 5945.151367
	Iteration 15Q: 3 clusters Score -2.151808e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -21519158.000000 Penalty: 5945.151367
	Iteration 16Q: 3 clusters Score -2.151916e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 117919 members 
Entering Unmasked Estep 
Score: -21520114.000000 Penalty: 5945.151367
	Iteration 17Q: 3 clusters Score -2.152011e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 120465 members 
Entering Unmasked Estep 
Score: -21521152.000000 Penalty: 5945.151367
	Iteration 18Q: 3 clusters Score -2.152115e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 123110 members 
Entering Unmasked Estep 
Score: -21522122.000000 Penalty: 5945.151367
	Iteration 19Q: 3 clusters Score -2.152212e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 125765 members 
Entering Unmasked Estep 
Score: -21523090.000000 Penalty: 5945.151367
	Iteration 20F: 3 clusters Score -2.152309e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 128453 members 
Entering Unmasked Estep 
Score: -21524382.000000 Penalty: 5945.151367
	Iteration 21Q: 3 clusters Score -2.152438e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 131071 members 
Entering Unmasked Estep 
Score: -21525434.000000 Penalty: 5945.151367
	Iteration 22Q: 3 clusters Score -2.152543e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 133697 members 
Entering Unmasked Estep 
Score: -21526414.000000 Penalty: 5945.151367
	Iteration 23Q: 3 clusters Score -2.152641e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 136141 members 
Entering Unmasked Estep 
Score: -21527310.000000 Penalty: 5945.151367
	Iteration 24Q: 3 clusters Score -2.152731e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 138526 members 
Entering Unmasked Estep 
Score: -21528394.000000 Penalty: 5945.151367
	Iteration 25Q: 3 clusters Score -2.152839e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 140770 members 
Entering Unmasked Estep 
Score: -21529428.000000 Penalty: 5945.151367
	Iteration 26Q: 3 clusters Score -2.152943e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 142933 members 
Entering Unmasked Estep 
Score: -21530578.000000 Penalty: 5945.151367
	Iteration 27Q: 3 clusters Score -2.153058e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 144886 members 
Entering Unmasked Estep 
Score: -21531460.000000 Penalty: 5945.151367
	Iteration 28Q: 3 clusters Score -2.153146e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 146598 members 
Entering Unmasked Estep 
Score: -21532154.000000 Penalty: 5945.151367
	Iteration 29Q: 3 clusters Score -2.153215e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 148125 members 
Entering Unmasked Estep 
Score: -21532754.000000 Penalty: 5945.151367
	Iteration 30Q: 3 clusters Score -2.153275e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 149481 members 
Entering Unmasked Estep 
Score: -21533238.000000 Penalty: 5945.151367
	Iteration 31Q: 3 clusters Score -2.153324e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 150690 members 
Entering Unmasked Estep 
Score: -21533740.000000 Penalty: 5945.151367
	Iteration 32Q: 3 clusters Score -2.153374e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 151752 members 
Entering Unmasked Estep 
Score: -21534112.000000 Penalty: 5945.151367
	Iteration 33Q: 3 clusters Score -2.153411e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 152674 members 
Entering Unmasked Estep 
Score: -21534496.000000 Penalty: 5945.151367
	Iteration 34Q: 3 clusters Score -2.15345e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 153448 members 
Entering Unmasked Estep 
Score: -21534764.000000 Penalty: 5945.151367
	Iteration 35Q: 3 clusters Score -2.153476e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 154112 members 
Entering Unmasked Estep 
Score: -21534922.000000 Penalty: 5945.151367
	Iteration 36Q: 3 clusters Score -2.153492e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 154723 members 
Entering Unmasked Estep 
Score: -21535136.000000 Penalty: 5945.151367
	Iteration 37Q: 3 clusters Score -2.153514e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 155234 members 
Entering Unmasked Estep 
Score: -21535260.000000 Penalty: 5945.151367
	Iteration 38Q: 3 clusters Score -2.153526e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 155651 members 
Entering Unmasked Estep 
Score: -21535396.000000 Penalty: 5945.151367
	Iteration 39Q: 3 clusters Score -2.15354e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -21535506.000000 Penalty: 5945.151367
	Iteration 40F: 3 clusters Score -2.153551e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 156309 members 
Entering Unmasked Estep 
Score: -21535546.000000 Penalty: 5945.151367
	Iteration 41Q: 3 clusters Score -2.153555e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 156552 members 
Entering Unmasked Estep 
Score: -21535582.000000 Penalty: 5945.151367
	Iteration 42Q: 3 clusters Score -2.153558e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 156764 members 
Entering Unmasked Estep 
Score: -21535664.000000 Penalty: 5945.151367
	Iteration 43Q: 3 clusters Score -2.153566e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 156952 members 
Entering Unmasked Estep 
Score: -21535730.000000 Penalty: 5945.151367
	Iteration 44Q: 3 clusters Score -2.153573e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 157095 members 
Entering Unmasked Estep 
Score: -21535758.000000 Penalty: 5945.151367
	Iteration 45Q: 3 clusters Score -2.153576e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 157231 members 
Entering Unmasked Estep 
Score: -21535784.000000 Penalty: 5945.151367
	Iteration 46Q: 3 clusters Score -2.153578e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -21535784.000000 Penalty: 5945.151367
	Iteration 47Q: 3 clusters Score -2.153578e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 157463 members 
Entering Unmasked Estep 
Score: -21535806.000000 Penalty: 5945.151367
	Iteration 48Q: 3 clusters Score -2.153581e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 157554 members 
Entering Unmasked Estep 
Score: -21535822.000000 Penalty: 5945.151367
	Iteration 49Q: 3 clusters Score -2.153582e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 157623 members 
Entering Unmasked Estep 
Score: -21535848.000000 Penalty: 5945.151367
	Iteration 50Q: 3 clusters Score -2.153585e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -21535882.000000 Penalty: 5945.151367
	Iteration 51Q: 3 clusters Score -2.153588e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -21535878.000000 Penalty: 5945.151367
	Iteration 52Q: 3 clusters Score -2.153588e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 157813 members 
Entering Unmasked Estep 
Score: -21535894.000000 Penalty: 5945.151367
	Iteration 53Q: 3 clusters Score -2.153589e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -21535926.000000 Penalty: 5945.151367
	Iteration 54Q: 3 clusters Score -2.153593e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 157888 members 
Entering Unmasked Estep 
Score: -21535928.000000 Penalty: 5945.151367
	Iteration 55Q: 3 clusters Score -2.153593e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 157929 members 
Entering Unmasked Estep 
Score: -21535958.000000 Penalty: 5945.151367
	Iteration 56Q: 3 clusters Score -2.153596e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 157956 members 
Entering Unmasked Estep 
Score: -21535960.000000 Penalty: 5945.151367
	Iteration 57Q: 3 clusters Score -2.153596e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 157979 members 
Entering Unmasked Estep 
Score: -21535952.000000 Penalty: 5945.151367
	Iteration 58Q: 3 clusters Score -2.153595e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 158025 members 
Entering Unmasked Estep 
Score: -21535948.000000 Penalty: 5945.151367
	Iteration 59Q: 3 clusters Score -2.153595e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 158062 members 
Entering Unmasked Estep 
Score: -21535936.000000 Penalty: 5945.151367
	Iteration 60F: 3 clusters Score -2.153594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 158089 members 
Entering Unmasked Estep 
Score: -21535916.000000 Penalty: 5945.151367
	Iteration 61Q: 3 clusters Score -2.153592e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 158117 members 
Entering Unmasked Estep 
Score: -21535906.000000 Penalty: 5945.151367
	Iteration 62Q: 3 clusters Score -2.153591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 158135 members 
Entering Unmasked Estep 
Score: -21535934.000000 Penalty: 5945.151367
	Iteration 63Q: 3 clusters Score -2.153593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 158149 members 
Entering Unmasked Estep 
Score: -21535936.000000 Penalty: 5945.151367
	Iteration 64Q: 3 clusters Score -2.153594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 158163 members 
Entering Unmasked Estep 
Score: -21535924.000000 Penalty: 5945.151367
	Iteration 65Q: 3 clusters Score -2.153592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 158183 members 
Entering Unmasked Estep 
Score: -21535944.000000 Penalty: 5945.151367
	Iteration 66Q: 3 clusters Score -2.153594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 158201 members 
Entering Unmasked Estep 
Score: -21535932.000000 Penalty: 5945.151367
	Iteration 67Q: 3 clusters Score -2.153593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 158219 members 
Entering Unmasked Estep 
Score: -21535928.000000 Penalty: 5945.151367
	Iteration 68Q: 3 clusters Score -2.153593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 158228 members 
Entering Unmasked Estep 
Score: -21535918.000000 Penalty: 5945.151367
	Iteration 69Q: 3 clusters Score -2.153592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 158235 members 
Entering Unmasked Estep 
Score: -21535934.000000 Penalty: 5945.151367
	Iteration 70Q: 3 clusters Score -2.153593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -21535926.000000 Penalty: 5945.151367
	Iteration 71Q: 3 clusters Score -2.153593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -21535920.000000 Penalty: 5945.151367
	Iteration 72Q: 3 clusters Score -2.153592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 158255 members 
Entering Unmasked Estep 
Score: -21535924.000000 Penalty: 5945.151367
	Iteration 73Q: 3 clusters Score -2.153592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 158263 members 
Entering Unmasked Estep 
Score: -21535934.000000 Penalty: 5945.151367
	Iteration 74Q: 3 clusters Score -2.153593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 158276 members 
Entering Unmasked Estep 
Score: -21535934.000000 Penalty: 5945.151367
	Iteration 75Q: 3 clusters Score -2.153593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 158287 members 
Entering Unmasked Estep 
Score: -21535946.000000 Penalty: 5945.151367
	Iteration 76Q: 3 clusters Score -2.153595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 158303 members 
Entering Unmasked Estep 
Score: -21535950.000000 Penalty: 5945.151367
	Iteration 77Q: 3 clusters Score -2.153595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 158313 members 
Entering Unmasked Estep 
Score: -21535946.000000 Penalty: 5945.151367
	Iteration 78Q: 3 clusters Score -2.153595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 158324 members 
Entering Unmasked Estep 
Score: -21535972.000000 Penalty: 5945.151367
	Iteration 79Q: 3 clusters Score -2.153597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 158338 members 
Entering Unmasked Estep 
Score: -21535984.000000 Penalty: 5945.151367
	Iteration 80F: 3 clusters Score -2.153598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 158351 members 
Entering Unmasked Estep 
Score: -21535962.000000 Penalty: 5945.151367
	Iteration 81Q: 3 clusters Score -2.153596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 158359 members 
Entering Unmasked Estep 
Score: -21535974.000000 Penalty: 5945.151367
	Iteration 82Q: 3 clusters Score -2.153597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 158367 members 
Entering Unmasked Estep 
Score: -21535952.000000 Penalty: 5945.151367
	Iteration 83Q: 3 clusters Score -2.153595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 158374 members 
Entering Unmasked Estep 
Score: -21535974.000000 Penalty: 5945.151367
	Iteration 84Q: 3 clusters Score -2.153597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 158387 members 
Entering Unmasked Estep 
Score: -21535982.000000 Penalty: 5945.151367
	Iteration 85Q: 3 clusters Score -2.153598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 158399 members 
Entering Unmasked Estep 
Score: -21535990.000000 Penalty: 5945.151367
	Iteration 86Q: 3 clusters Score -2.153599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 158415 members 
Entering Unmasked Estep 
Score: -21535980.000000 Penalty: 5945.151367
	Iteration 87Q: 3 clusters Score -2.153598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 158423 members 
Entering Unmasked Estep 
Score: -21535990.000000 Penalty: 5945.151367
	Iteration 88Q: 3 clusters Score -2.153599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 158430 members 
Entering Unmasked Estep 
Score: -21536004.000000 Penalty: 5945.151367
	Iteration 89Q: 3 clusters Score -2.1536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 158442 members 
Entering Unmasked Estep 
Score: -21535994.000000 Penalty: 5945.151367
	Iteration 90Q: 3 clusters Score -2.153599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 158447 members 
Entering Unmasked Estep 
Score: -21535990.000000 Penalty: 5945.151367
	Iteration 91Q: 3 clusters Score -2.153599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 158448 members 
Entering Unmasked Estep 
Score: -21535996.000000 Penalty: 5945.151367
	Iteration 92Q: 3 clusters Score -2.1536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -21535992.000000 Penalty: 5945.151367
	Iteration 93Q: 3 clusters Score -2.153599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 158453 members 
Entering Unmasked Estep 
Score: -21535984.000000 Penalty: 5945.151367
	Iteration 94Q: 3 clusters Score -2.153598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 158455 members 
Entering Unmasked Estep 
Score: -21535974.000000 Penalty: 5945.151367
	Iteration 95Q: 3 clusters Score -2.153597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 158458 members 
Entering Unmasked Estep 
Score: -21535986.000000 Penalty: 5945.151367
	Iteration 96Q: 3 clusters Score -2.153599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 158460 members 
Entering Unmasked Estep 
Score: -21535980.000000 Penalty: 5945.151367
	Iteration 97Q: 3 clusters Score -2.153598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 158460 members 
Entering Unmasked Estep 
Score: -21535986.000000 Penalty: 5945.151367
	Iteration 98Q: 3 clusters Score -2.153599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -21536002.000000 Penalty: 5945.151367
	Iteration 99Q: 3 clusters Score -2.1536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 158458 members 
Entering Unmasked Estep 
Score: -21536008.000000 Penalty: 5945.151367
	Iteration 100F: 3 clusters Score -2.153601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -21535994.000000 Penalty: 5945.151367
	Iteration 101Q: 3 clusters Score -2.153599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -21535994.000000 Penalty: 5945.151367
	Iteration 102F: 3 clusters Score -2.153599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Entering Unmasked Estep 
Score: -467357.375000 Penalty: 2034.487305
	Iteration 0F: 2 clusters Score -467357.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -463662.968750 Penalty: 4068.974609
	Iteration 0F: 3 clusters Score -463663 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -464399.906250 Penalty: 4068.974609
	Iteration 1F: 3 clusters Score -464399.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -464562.437500 Penalty: 4068.974609
	Iteration 2F: 3 clusters Score -464562.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -464657.593750 Penalty: 4068.974609
	Iteration 3Q: 3 clusters Score -464657.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -464732.250000 Penalty: 4068.974609
	Iteration 4Q: 3 clusters Score -464732.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -464780.781250 Penalty: 4068.974609
	Iteration 5Q: 3 clusters Score -464780.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -464810.062500 Penalty: 4068.974609
	Iteration 6Q: 3 clusters Score -464810.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -464836.406250 Penalty: 4068.974609
	Iteration 7Q: 3 clusters Score -464836.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -464867.406250 Penalty: 4068.974609
	Iteration 8Q: 3 clusters Score -464867.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -464900.656250 Penalty: 4068.974609
	Iteration 9Q: 3 clusters Score -464900.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -464963.093750 Penalty: 4068.974609
	Iteration 10Q: 3 clusters Score -464963.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -465035.093750 Penalty: 4068.974609
	Iteration 11Q: 3 clusters Score -465035.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -465107.500000 Penalty: 4068.974609
	Iteration 12Q: 3 clusters Score -465107.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -465165.750000 Penalty: 4068.974609
	Iteration 13Q: 3 clusters Score -465165.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -465220.031250 Penalty: 4068.974609
	Iteration 14Q: 3 clusters Score -465220 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -465272.875000 Penalty: 4068.974609
	Iteration 15Q: 3 clusters Score -465272.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -465323.187500 Penalty: 4068.974609
	Iteration 16Q: 3 clusters Score -465323.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -465371.531250 Penalty: 4068.974609
	Iteration 17Q: 3 clusters Score -465371.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -465413.406250 Penalty: 4068.974609
	Iteration 18Q: 3 clusters Score -465413.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -465459.406250 Penalty: 4068.974609
	Iteration 19Q: 3 clusters Score -465459.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -465504.218750 Penalty: 4068.974609
	Iteration 20F: 3 clusters Score -465504.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -465538.468750 Penalty: 4068.974609
	Iteration 21Q: 3 clusters Score -465538.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -465560.312500 Penalty: 4068.974609
	Iteration 22Q: 3 clusters Score -465560.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -465588.906250 Penalty: 4068.974609
	Iteration 23Q: 3 clusters Score -465588.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -465618.437500 Penalty: 4068.974609
	Iteration 24Q: 3 clusters Score -465618.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -465641.281250 Penalty: 4068.974609
	Iteration 25Q: 3 clusters Score -465641.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -465664.375000 Penalty: 4068.974609
	Iteration 26Q: 3 clusters Score -465664.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -465685.843750 Penalty: 4068.974609
	Iteration 27Q: 3 clusters Score -465685.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -465719.312500 Penalty: 4068.974609
	Iteration 28Q: 3 clusters Score -465719.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -465740.125000 Penalty: 4068.974609
	Iteration 29Q: 3 clusters Score -465740.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -465761.406250 Penalty: 4068.974609
	Iteration 30Q: 3 clusters Score -465761.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -465782.375000 Penalty: 4068.974609
	Iteration 31Q: 3 clusters Score -465782.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -465808.875000 Penalty: 4068.974609
	Iteration 32Q: 3 clusters Score -465808.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -465832.281250 Penalty: 4068.974609
	Iteration 33Q: 3 clusters Score -465832.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -465850.500000 Penalty: 4068.974609
	Iteration 34Q: 3 clusters Score -465850.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -465865.531250 Penalty: 4068.974609
	Iteration 35Q: 3 clusters Score -465865.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -465877.000000 Penalty: 4068.974609
	Iteration 36Q: 3 clusters Score -465877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -465889.031250 Penalty: 4068.974609
	Iteration 37Q: 3 clusters Score -465889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -465900.531250 Penalty: 4068.974609
	Iteration 38Q: 3 clusters Score -465900.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -465908.781250 Penalty: 4068.974609
	Iteration 39Q: 3 clusters Score -465908.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -465916.125000 Penalty: 4068.974609
	Iteration 40F: 3 clusters Score -465916.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -465923.031250 Penalty: 4068.974609
	Iteration 41Q: 3 clusters Score -465923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -465925.937500 Penalty: 4068.974609
	Iteration 42Q: 3 clusters Score -465925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -465930.687500 Penalty: 4068.974609
	Iteration 43Q: 3 clusters Score -465930.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -465936.500000 Penalty: 4068.974609
	Iteration 44Q: 3 clusters Score -465936.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -465940.531250 Penalty: 4068.974609
	Iteration 45Q: 3 clusters Score -465940.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -465949.218750 Penalty: 4068.974609
	Iteration 46Q: 3 clusters Score -465949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -465955.781250 Penalty: 4068.974609
	Iteration 47Q: 3 clusters Score -465955.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -465961.406250 Penalty: 4068.974609
	Iteration 48Q: 3 clusters Score -465961.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -465963.937500 Penalty: 4068.974609
	Iteration 49Q: 3 clusters Score -465963.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -465965.812500 Penalty: 4068.974609
	Iteration 50Q: 3 clusters Score -465965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -465968.312500 Penalty: 4068.974609
	Iteration 51Q: 3 clusters Score -465968.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -465968.406250 Penalty: 4068.974609
	Iteration 52Q: 3 clusters Score -465968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -465968.406250 Penalty: 4068.974609
	Iteration 53F: 3 clusters Score -465968.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173243 members 
Entering Unmasked Estep 
Score: -23370798.000000 Penalty: 2991.487793
	Iteration 0F: 2 clusters Score -2.33708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 86260 members 
Entering Unmasked Estep 
Score: -23259602.000000 Penalty: 5982.975586
	Iteration 0F: 3 clusters Score -2.32596e+07 nChanged 83163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 80193 members 
Entering Unmasked Estep 
Score: -23307796.000000 Penalty: 5982.975586
	Iteration 1F: 3 clusters Score -2.33078e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -23309236.000000 Penalty: 5982.975586
	Iteration 2Q: 3 clusters Score -2.330924e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -23311656.000000 Penalty: 5982.975586
	Iteration 3Q: 3 clusters Score -2.331166e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112006 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -23316466.000000 Penalty: 5982.975586
	Iteration 4F: 3 clusters Score -2.331647e+07 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124594 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -23325168.000000 Penalty: 5982.975586
	Iteration 5F: 3 clusters Score -2.332517e+07 nChanged 15684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140238 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -23338786.000000 Penalty: 5982.975586
	Iteration 6F: 3 clusters Score -2.333879e+07 nChanged 15124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155320 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -23353844.000000 Penalty: 5982.975586
	Iteration 7F: 3 clusters Score -2.335384e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165767 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -23363884.000000 Penalty: 5982.975586
	Iteration 8F: 3 clusters Score -2.336388e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170772 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23367162.000000 Penalty: 5982.975586
	Iteration 9Q: 3 clusters Score -2.336716e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172341 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -23367876.000000 Penalty: 5982.975586
	Iteration 10Q: 3 clusters Score -2.336788e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172772 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -23368108.000000 Penalty: 5982.975586
	Iteration 11Q: 3 clusters Score -2.336811e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172877 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23368232.000000 Penalty: 5982.975586
	Iteration 12Q: 3 clusters Score -2.336823e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172914 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23368252.000000 Penalty: 5982.975586
	Iteration 13Q: 3 clusters Score -2.336825e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172927 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23368282.000000 Penalty: 5982.975586
	Iteration 14Q: 3 clusters Score -2.336828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172943 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23368274.000000 Penalty: 5982.975586
	Iteration 15Q: 3 clusters Score -2.336827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172966 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23368294.000000 Penalty: 5982.975586
	Iteration 16Q: 3 clusters Score -2.336829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172974 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23368306.000000 Penalty: 5982.975586
	Iteration 17Q: 3 clusters Score -2.336831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172975 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23368330.000000 Penalty: 5982.975586
	Iteration 18Q: 3 clusters Score -2.336833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172978 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23368334.000000 Penalty: 5982.975586
	Iteration 19Q: 3 clusters Score -2.336833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172983 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23368344.000000 Penalty: 5982.975586
	Iteration 20F: 3 clusters Score -2.336834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172981 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23368338.000000 Penalty: 5982.975586
	Iteration 21Q: 3 clusters Score -2.336834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172981 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23368338.000000 Penalty: 5982.975586
	Iteration 22F: 3 clusters Score -2.336834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -209833.531250 Penalty: 1838.814087
	Iteration 0F: 2 clusters Score -209833.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -207480.953125 Penalty: 3677.628174
	Iteration 0F: 3 clusters Score -207481 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -207922.828125 Penalty: 3677.628174
	Iteration 1F: 3 clusters Score -207922.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -208064.546875 Penalty: 3677.628174
	Iteration 2F: 3 clusters Score -208064.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -208157.031250 Penalty: 3677.628174
	Iteration 3Q: 3 clusters Score -208157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -208239.609375 Penalty: 3677.628174
	Iteration 4Q: 3 clusters Score -208239.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -208320.734375 Penalty: 3677.628174
	Iteration 5Q: 3 clusters Score -208320.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -208377.359375 Penalty: 3677.628174
	Iteration 6Q: 3 clusters Score -208377.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -208466.250000 Penalty: 3677.628174
	Iteration 7Q: 3 clusters Score -208466.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -208621.437500 Penalty: 3677.628174
	Iteration 8Q: 3 clusters Score -208621.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -208747.671875 Penalty: 3677.628174
	Iteration 9Q: 3 clusters Score -208747.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -208833.203125 Penalty: 3677.628174
	Iteration 10Q: 3 clusters Score -208833.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -208924.171875 Penalty: 3677.628174
	Iteration 11Q: 3 clusters Score -208924.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -209007.750000 Penalty: 3677.628174
	Iteration 12Q: 3 clusters Score -209007.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -209069.796875 Penalty: 3677.628174
	Iteration 13Q: 3 clusters Score -209069.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -209123.375000 Penalty: 3677.628174
	Iteration 14Q: 3 clusters Score -209123.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -209184.875000 Penalty: 3677.628174
	Iteration 15Q: 3 clusters Score -209184.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -209219.296875 Penalty: 3677.628174
	Iteration 16Q: 3 clusters Score -209219.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -209252.359375 Penalty: 3677.628174
	Iteration 17Q: 3 clusters Score -209252.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -209282.578125 Penalty: 3677.628174
	Iteration 18Q: 3 clusters Score -209282.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -209304.921875 Penalty: 3677.628174
	Iteration 19Q: 3 clusters Score -209304.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -209342.828125 Penalty: 3677.628174
	Iteration 20F: 3 clusters Score -209342.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -209377.796875 Penalty: 3677.628174
	Iteration 21Q: 3 clusters Score -209377.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -209391.906250 Penalty: 3677.628174
	Iteration 22Q: 3 clusters Score -209391.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -209397.703125 Penalty: 3677.628174
	Iteration 23Q: 3 clusters Score -209397.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -209405.296875 Penalty: 3677.628174
	Iteration 24Q: 3 clusters Score -209405.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -209411.859375 Penalty: 3677.628174
	Iteration 25Q: 3 clusters Score -209411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -209417.109375 Penalty: 3677.628174
	Iteration 26Q: 3 clusters Score -209417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -209421.640625 Penalty: 3677.628174
	Iteration 27Q: 3 clusters Score -209421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -209428.984375 Penalty: 3677.628174
	Iteration 28Q: 3 clusters Score -209429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -209432.843750 Penalty: 3677.628174
	Iteration 29Q: 3 clusters Score -209432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -209433.328125 Penalty: 3677.628174
	Iteration 30Q: 3 clusters Score -209433.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -209433.328125 Penalty: 3677.628174
	Iteration 31F: 3 clusters Score -209433.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -203972.437500 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -203972.4 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 834 members 
Entering Unmasked Estep 
Score: -201592.828125 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -201592.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -202032.515625 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -202032.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -202175.937500 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -202175.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -202265.250000 Penalty: 3680.012695
	Iteration 3F: 3 clusters Score -202265.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -202341.437500 Penalty: 3680.012695
	Iteration 4Q: 3 clusters Score -202341.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -202419.343750 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -202419.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -202482.828125 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -202482.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -202524.250000 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -202524.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -202543.984375 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -202544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -202555.500000 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -202555.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -202565.843750 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -202565.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -202605.656250 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -202605.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -202633.625000 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -202633.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -202659.859375 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -202659.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -202686.156250 Penalty: 3680.012695
	Iteration 14Q: 3 clusters Score -202686.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -202705.421875 Penalty: 3680.012695
	Iteration 15Q: 3 clusters Score -202705.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -202724.546875 Penalty: 3680.012695
	Iteration 16Q: 3 clusters Score -202724.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -202747.203125 Penalty: 3680.012695
	Iteration 17Q: 3 clusters Score -202747.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -202761.140625 Penalty: 3680.012695
	Iteration 18Q: 3 clusters Score -202761.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -202769.421875 Penalty: 3680.012695
	Iteration 19Q: 3 clusters Score -202769.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -202840.125000 Penalty: 3680.012695
	Iteration 20F: 3 clusters Score -202840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -202888.515625 Penalty: 3680.012695
	Iteration 21Q: 3 clusters Score -202888.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -202912.125000 Penalty: 3680.012695
	Iteration 22Q: 3 clusters Score -202912.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -202927.765625 Penalty: 3680.012695
	Iteration 23Q: 3 clusters Score -202927.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -202938.671875 Penalty: 3680.012695
	Iteration 24Q: 3 clusters Score -202938.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -202945.656250 Penalty: 3680.012695
	Iteration 25Q: 3 clusters Score -202945.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -202950.062500 Penalty: 3680.012695
	Iteration 26Q: 3 clusters Score -202950.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -202952.875000 Penalty: 3680.012695
	Iteration 27Q: 3 clusters Score -202952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -202954.921875 Penalty: 3680.012695
	Iteration 28Q: 3 clusters Score -202954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -202954.921875 Penalty: 3680.012695
	Iteration 29F: 3 clusters Score -202954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 57215 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175453 members 
Mstep: Class 6 contains 89330 members 
Mstep: Class 7 contains 50493 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158491 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 29231 members 
Mstep: Class 14 contains 26904 members 
Mstep: Class 15 contains 160523 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 173243 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369648.000000 Penalty: 65528.617188
Iteration 159Q: 20 clusters Score -1.443696e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141952 members 
Mstep: Class 2 contains 57202 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175468 members 
Mstep: Class 6 contains 89332 members 
Mstep: Class 7 contains 50488 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158578 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 8277 members 
Mstep: Class 13 contains 29233 members 
Mstep: Class 14 contains 26923 members 
Mstep: Class 15 contains 160492 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 173246 members 
Mstep: Class 18 contains 1659 members 
Mstep: Class 19 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369568.000000 Penalty: 65528.617188
Iteration 160F: 20 clusters Score -1.443696e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141906 members 
Mstep: Class 2 contains 57185 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175483 members 
Mstep: Class 6 contains 89331 members 
Mstep: Class 7 contains 50481 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158652 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 8239 members 
Mstep: Class 13 contains 29240 members 
Mstep: Class 14 contains 26949 members 
Mstep: Class 15 contains 160463 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 173258 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369584.000000 Penalty: 65528.617188
Iteration 161Q: 20 clusters Score -1.443696e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141876 members 
Mstep: Class 2 contains 57178 members 
Mstep: Class 3 contains 11594 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175479 members 
Mstep: Class 6 contains 89328 members 
Mstep: Class 7 contains 50475 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158732 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 8208 members 
Mstep: Class 13 contains 29243 members 
Mstep: Class 14 contains 26971 members 
Mstep: Class 15 contains 160435 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 173262 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 1676 members 
Entering Unmasked Estep 
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Iteration 162Q: 20 clusters Score -1.443694e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141830 members 
Mstep: Class 2 contains 57168 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175490 members 
Mstep: Class 6 contains 89322 members 
Mstep: Class 7 contains 50469 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158826 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 8169 members 
Mstep: Class 13 contains 29244 members 
Mstep: Class 14 contains 27013 members 
Mstep: Class 15 contains 160390 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 173265 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
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Iteration 163Q: 20 clusters Score -1.443694e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141781 members 
Mstep: Class 2 contains 57156 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175494 members 
Mstep: Class 6 contains 89317 members 
Mstep: Class 7 contains 50462 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158911 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 8128 members 
Mstep: Class 13 contains 29246 members 
Mstep: Class 14 contains 27051 members 
Mstep: Class 15 contains 160358 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 173279 members 
Mstep: Class 18 contains 1662 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
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Iteration 164Q: 20 clusters Score -1.443694e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141747 members 
Mstep: Class 2 contains 57153 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175496 members 
Mstep: Class 6 contains 89318 members 
Mstep: Class 7 contains 50451 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 158973 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 8109 members 
Mstep: Class 13 contains 29249 members 
Mstep: Class 14 contains 27091 members 
Mstep: Class 15 contains 160311 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 173279 members 
Mstep: Class 18 contains 1665 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
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Iteration 165Q: 20 clusters Score -1.443693e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141691 members 
Mstep: Class 2 contains 57146 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175493 members 
Mstep: Class 6 contains 89317 members 
Mstep: Class 7 contains 50443 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159051 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 8075 members 
Mstep: Class 13 contains 29255 members 
Mstep: Class 14 contains 27130 members 
Mstep: Class 15 contains 160283 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 173291 members 
Mstep: Class 18 contains 1665 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
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Iteration 166Q: 20 clusters Score -1.443693e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141642 members 
Mstep: Class 2 contains 57132 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175503 members 
Mstep: Class 6 contains 89316 members 
Mstep: Class 7 contains 50437 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159132 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 8026 members 
Mstep: Class 13 contains 29261 members 
Mstep: Class 14 contains 27173 members 
Mstep: Class 15 contains 160254 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 173297 members 
Mstep: Class 18 contains 1665 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
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Iteration 167Q: 20 clusters Score -1.443693e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141602 members 
Mstep: Class 2 contains 57116 members 
Mstep: Class 3 contains 11609 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175488 members 
Mstep: Class 6 contains 89318 members 
Mstep: Class 7 contains 50437 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159206 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 7986 members 
Mstep: Class 13 contains 29267 members 
Mstep: Class 14 contains 27227 members 
Mstep: Class 15 contains 160216 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 173305 members 
Mstep: Class 18 contains 1665 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
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Iteration 168Q: 20 clusters Score -1.443692e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141556 members 
Mstep: Class 2 contains 57094 members 
Mstep: Class 3 contains 11609 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175491 members 
Mstep: Class 6 contains 89318 members 
Mstep: Class 7 contains 50429 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159267 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 7947 members 
Mstep: Class 13 contains 29267 members 
Mstep: Class 14 contains 27274 members 
Mstep: Class 15 contains 160196 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 173328 members 
Mstep: Class 18 contains 1666 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
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Iteration 169Q: 20 clusters Score -1.443691e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141518 members 
Mstep: Class 2 contains 57078 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175503 members 
Mstep: Class 6 contains 89319 members 
Mstep: Class 7 contains 50420 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159334 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 7898 members 
Mstep: Class 13 contains 29269 members 
Mstep: Class 14 contains 27325 members 
Mstep: Class 15 contains 160162 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 173338 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
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Iteration 170Q: 20 clusters Score -1.443692e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141480 members 
Mstep: Class 2 contains 57062 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175517 members 
Mstep: Class 6 contains 89320 members 
Mstep: Class 7 contains 50417 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159398 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 7851 members 
Mstep: Class 13 contains 29271 members 
Mstep: Class 14 contains 27369 members 
Mstep: Class 15 contains 160136 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 173340 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
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Iteration 171Q: 20 clusters Score -1.443693e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141438 members 
Mstep: Class 2 contains 57047 members 
Mstep: Class 3 contains 11613 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175547 members 
Mstep: Class 6 contains 89317 members 
Mstep: Class 7 contains 50413 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159453 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 7802 members 
Mstep: Class 13 contains 29270 members 
Mstep: Class 14 contains 27407 members 
Mstep: Class 15 contains 160125 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 173335 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1673 members 
Entering Unmasked Estep 
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Iteration 172Q: 20 clusters Score -1.443694e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141371 members 
Mstep: Class 2 contains 57038 members 
Mstep: Class 3 contains 11614 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175562 members 
Mstep: Class 6 contains 89313 members 
Mstep: Class 7 contains 50410 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159513 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 7760 members 
Mstep: Class 13 contains 29271 members 
Mstep: Class 14 contains 27449 members 
Mstep: Class 15 contains 160123 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 173339 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
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Iteration 173Q: 20 clusters Score -1.443696e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141304 members 
Mstep: Class 2 contains 57028 members 
Mstep: Class 3 contains 11615 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 175573 members 
Mstep: Class 6 contains 89309 members 
Mstep: Class 7 contains 50403 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159587 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 7724 members 
Mstep: Class 13 contains 29266 members 
Mstep: Class 14 contains 27492 members 
Mstep: Class 15 contains 160120 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 173339 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 1676 members 
Entering Unmasked Estep 
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Iteration 174Q: 20 clusters Score -1.443696e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141243 members 
Mstep: Class 2 contains 57018 members 
Mstep: Class 3 contains 11616 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175596 members 
Mstep: Class 6 contains 89308 members 
Mstep: Class 7 contains 50402 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159650 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 29266 members 
Mstep: Class 14 contains 27517 members 
Mstep: Class 15 contains 160099 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 173345 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 1680 members 
Entering Unmasked Estep 
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Iteration 175Q: 20 clusters Score -1.443697e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141203 members 
Mstep: Class 2 contains 57009 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175613 members 
Mstep: Class 6 contains 89309 members 
Mstep: Class 7 contains 50397 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159706 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7653 members 
Mstep: Class 13 contains 29270 members 
Mstep: Class 14 contains 27544 members 
Mstep: Class 15 contains 160078 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 173348 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 1681 members 
Entering Unmasked Estep 
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Iteration 176Q: 20 clusters Score -1.443697e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141162 members 
Mstep: Class 2 contains 56993 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175629 members 
Mstep: Class 6 contains 89310 members 
Mstep: Class 7 contains 50391 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159767 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 7615 members 
Mstep: Class 13 contains 29275 members 
Mstep: Class 14 contains 27568 members 
Mstep: Class 15 contains 160066 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 173353 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 1680 members 
Entering Unmasked Estep 
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Iteration 177Q: 20 clusters Score -1.443697e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141123 members 
Mstep: Class 2 contains 56987 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175643 members 
Mstep: Class 6 contains 89312 members 
Mstep: Class 7 contains 50385 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159827 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 7579 members 
Mstep: Class 13 contains 29280 members 
Mstep: Class 14 contains 27601 members 
Mstep: Class 15 contains 160042 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 173349 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 1680 members 
Entering Unmasked Estep 
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Iteration 178Q: 20 clusters Score -1.443697e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141074 members 
Mstep: Class 2 contains 56978 members 
Mstep: Class 3 contains 11615 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175666 members 
Mstep: Class 6 contains 89308 members 
Mstep: Class 7 contains 50376 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159893 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 7551 members 
Mstep: Class 13 contains 29286 members 
Mstep: Class 14 contains 27626 members 
Mstep: Class 15 contains 160012 members 
Mstep: Class 16 contains 3659 members 
Mstep: Class 17 contains 173359 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1680 members 
Entering Unmasked Estep 
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Iteration 179Q: 20 clusters Score -1.443697e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141029 members 
Mstep: Class 2 contains 56974 members 
Mstep: Class 3 contains 11615 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175672 members 
Mstep: Class 6 contains 89299 members 
Mstep: Class 7 contains 50369 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159963 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 7526 members 
Mstep: Class 13 contains 29290 members 
Mstep: Class 14 contains 27642 members 
Mstep: Class 15 contains 159998 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 173364 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 1681 members 
Entering Unmasked Estep 
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Iteration 180F: 20 clusters Score -1.443698e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140989 members 
Mstep: Class 2 contains 56969 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175688 members 
Mstep: Class 6 contains 89298 members 
Mstep: Class 7 contains 50359 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 159998 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 7505 members 
Mstep: Class 13 contains 29290 members 
Mstep: Class 14 contains 27664 members 
Mstep: Class 15 contains 159987 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 173372 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 1682 members 
Entering Unmasked Estep 
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Iteration 181Q: 20 clusters Score -1.443698e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140960 members 
Mstep: Class 2 contains 56964 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175715 members 
Mstep: Class 6 contains 89300 members 
Mstep: Class 7 contains 50353 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160022 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7490 members 
Mstep: Class 13 contains 29291 members 
Mstep: Class 14 contains 27686 members 
Mstep: Class 15 contains 159965 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 17 contains 173373 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1682 members 
Entering Unmasked Estep 
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Iteration 182Q: 20 clusters Score -1.443697e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140934 members 
Mstep: Class 2 contains 56951 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175730 members 
Mstep: Class 6 contains 89301 members 
Mstep: Class 7 contains 50341 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160053 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 29292 members 
Mstep: Class 14 contains 27707 members 
Mstep: Class 15 contains 159971 members 
Mstep: Class 16 contains 3671 members 
Mstep: Class 17 contains 173362 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1682 members 
Entering Unmasked Estep 
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Iteration 183Q: 20 clusters Score -1.443698e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140914 members 
Mstep: Class 2 contains 56946 members 
Mstep: Class 3 contains 11619 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175741 members 
Mstep: Class 6 contains 89304 members 
Mstep: Class 7 contains 50332 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160059 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 29291 members 
Mstep: Class 14 contains 27721 members 
Mstep: Class 15 contains 159970 members 
Mstep: Class 16 contains 3675 members 
Mstep: Class 17 contains 173369 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1682 members 
Entering Unmasked Estep 
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Iteration 184Q: 20 clusters Score -1.443697e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140896 members 
Mstep: Class 2 contains 56940 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175745 members 
Mstep: Class 6 contains 89310 members 
Mstep: Class 7 contains 50326 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160060 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7450 members 
Mstep: Class 13 contains 29292 members 
Mstep: Class 14 contains 27752 members 
Mstep: Class 15 contains 159964 members 
Mstep: Class 16 contains 3678 members 
Mstep: Class 17 contains 173373 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1682 members 
Entering Unmasked Estep 
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Iteration 185Q: 20 clusters Score -1.443696e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140883 members 
Mstep: Class 2 contains 56938 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175747 members 
Mstep: Class 6 contains 89313 members 
Mstep: Class 7 contains 50319 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160063 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7434 members 
Mstep: Class 13 contains 29292 members 
Mstep: Class 14 contains 27780 members 
Mstep: Class 15 contains 159955 members 
Mstep: Class 16 contains 3682 members 
Mstep: Class 17 contains 173380 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1682 members 
Entering Unmasked Estep 
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Iteration 186Q: 20 clusters Score -1.443696e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140875 members 
Mstep: Class 2 contains 56942 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175743 members 
Mstep: Class 6 contains 89313 members 
Mstep: Class 7 contains 50311 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160056 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7413 members 
Mstep: Class 13 contains 29292 members 
Mstep: Class 14 contains 27812 members 
Mstep: Class 15 contains 159957 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 17 contains 173386 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1682 members 
Entering Unmasked Estep 
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Iteration 187Q: 20 clusters Score -1.443697e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140861 members 
Mstep: Class 2 contains 56946 members 
Mstep: Class 3 contains 11620 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175749 members 
Mstep: Class 6 contains 89316 members 
Mstep: Class 7 contains 50301 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160058 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7389 members 
Mstep: Class 13 contains 29292 members 
Mstep: Class 14 contains 27835 members 
Mstep: Class 15 contains 159959 members 
Mstep: Class 16 contains 3690 members 
Mstep: Class 17 contains 173389 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1681 members 
Entering Unmasked Estep 
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Iteration 188Q: 20 clusters Score -1.443697e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140839 members 
Mstep: Class 2 contains 56942 members 
Mstep: Class 3 contains 11624 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175761 members 
Mstep: Class 6 contains 89314 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160077 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 29292 members 
Mstep: Class 14 contains 27856 members 
Mstep: Class 15 contains 159957 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 17 contains 173388 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1681 members 
Entering Unmasked Estep 
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Iteration 189Q: 20 clusters Score -1.443698e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140825 members 
Mstep: Class 2 contains 56933 members 
Mstep: Class 3 contains 11621 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175769 members 
Mstep: Class 6 contains 89315 members 
Mstep: Class 7 contains 50291 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160085 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7357 members 
Mstep: Class 13 contains 29288 members 
Mstep: Class 14 contains 27877 members 
Mstep: Class 15 contains 159965 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 17 contains 173387 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369968.000000 Penalty: 65528.617188
Iteration 190Q: 20 clusters Score -1.4437e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140813 members 
Mstep: Class 2 contains 56925 members 
Mstep: Class 3 contains 11620 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175783 members 
Mstep: Class 6 contains 89320 members 
Mstep: Class 7 contains 50286 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160079 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7346 members 
Mstep: Class 13 contains 29287 members 
Mstep: Class 14 contains 27900 members 
Mstep: Class 15 contains 159965 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 17 contains 173388 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370000.000000 Penalty: 65528.617188
Iteration 191Q: 20 clusters Score -1.4437e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140808 members 
Mstep: Class 2 contains 56922 members 
Mstep: Class 3 contains 11622 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175792 members 
Mstep: Class 6 contains 89330 members 
Mstep: Class 7 contains 50280 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160073 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7331 members 
Mstep: Class 13 contains 29283 members 
Mstep: Class 14 contains 27926 members 
Mstep: Class 15 contains 159956 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173389 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369936.000000 Penalty: 65528.617188
Iteration 192Q: 20 clusters Score -1.443699e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140794 members 
Mstep: Class 2 contains 56923 members 
Mstep: Class 3 contains 11623 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175805 members 
Mstep: Class 6 contains 89333 members 
Mstep: Class 7 contains 50273 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160090 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7320 members 
Mstep: Class 13 contains 29285 members 
Mstep: Class 14 contains 27945 members 
Mstep: Class 15 contains 159939 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173383 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144369984.000000 Penalty: 65528.617188
Iteration 193Q: 20 clusters Score -1.4437e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140792 members 
Mstep: Class 2 contains 56917 members 
Mstep: Class 3 contains 11623 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175821 members 
Mstep: Class 6 contains 89331 members 
Mstep: Class 7 contains 50270 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160076 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7309 members 
Mstep: Class 13 contains 29284 members 
Mstep: Class 14 contains 27972 members 
Mstep: Class 15 contains 159933 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173386 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370016.000000 Penalty: 65528.617188
Iteration 194Q: 20 clusters Score -1.4437e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140778 members 
Mstep: Class 2 contains 56913 members 
Mstep: Class 3 contains 11627 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175825 members 
Mstep: Class 6 contains 89333 members 
Mstep: Class 7 contains 50267 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160096 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7300 members 
Mstep: Class 13 contains 29282 members 
Mstep: Class 14 contains 27998 members 
Mstep: Class 15 contains 159919 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173377 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370160.000000 Penalty: 65528.617188
Iteration 195Q: 20 clusters Score -1.443702e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140760 members 
Mstep: Class 2 contains 56908 members 
Mstep: Class 3 contains 11629 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175828 members 
Mstep: Class 6 contains 89331 members 
Mstep: Class 7 contains 50264 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160134 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7293 members 
Mstep: Class 13 contains 29282 members 
Mstep: Class 14 contains 28020 members 
Mstep: Class 15 contains 159884 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173382 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370128.000000 Penalty: 65528.617188
Iteration 196Q: 20 clusters Score -1.443701e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140735 members 
Mstep: Class 2 contains 56909 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175837 members 
Mstep: Class 6 contains 89331 members 
Mstep: Class 7 contains 50264 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160183 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 7291 members 
Mstep: Class 13 contains 29279 members 
Mstep: Class 14 contains 28047 members 
Mstep: Class 15 contains 159823 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173386 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370160.000000 Penalty: 65528.617188
Iteration 197Q: 20 clusters Score -1.443702e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140711 members 
Mstep: Class 2 contains 56906 members 
Mstep: Class 3 contains 11634 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175856 members 
Mstep: Class 6 contains 89329 members 
Mstep: Class 7 contains 50262 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160217 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 29277 members 
Mstep: Class 14 contains 28064 members 
Mstep: Class 15 contains 159783 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173393 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370128.000000 Penalty: 65528.617188
Iteration 198Q: 20 clusters Score -1.443701e+08 nChanged 187
Entering ConstructFrom: 
Score: -144370128.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (140687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140687 members 
Entering Unmasked Estep 
Score: -18907676.000000 Penalty: 2939.864746
	Iteration 0F: 2 clusters Score -1.890768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
Score: -18813400.000000 Penalty: 5879.729492
	Iteration 0F: 3 clusters Score -1.88134e+07 nChanged 67106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -18852414.000000 Penalty: 5879.729492
	Iteration 1F: 3 clusters Score -1.885241e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -18853460.000000 Penalty: 5879.729492
	Iteration 2Q: 3 clusters Score -1.885346e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -18854284.000000 Penalty: 5879.729492
	Iteration 3Q: 3 clusters Score -1.885428e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73911 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -18855328.000000 Penalty: 5879.729492
	Iteration 4Q: 3 clusters Score -1.885533e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
Score: -18856816.000000 Penalty: 5879.729492
	Iteration 5Q: 3 clusters Score -1.885682e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -18858528.000000 Penalty: 5879.729492
	Iteration 6Q: 3 clusters Score -1.885853e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -18861108.000000 Penalty: 5879.729492
	Iteration 7Q: 3 clusters Score -1.886111e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -18865308.000000 Penalty: 5879.729492
	Iteration 8F: 3 clusters Score -1.886531e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -18871648.000000 Penalty: 5879.729492
	Iteration 9F: 3 clusters Score -1.887165e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109619 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -18880480.000000 Penalty: 5879.729492
	Iteration 10F: 3 clusters Score -1.888048e+07 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119781 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -18889884.000000 Penalty: 5879.729492
	Iteration 11F: 3 clusters Score -1.888988e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127827 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -18897526.000000 Penalty: 5879.729492
	Iteration 12F: 3 clusters Score -1.889753e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132831 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -18901922.000000 Penalty: 5879.729492
	Iteration 13Q: 3 clusters Score -1.890192e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135655 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -18904370.000000 Penalty: 5879.729492
	Iteration 14Q: 3 clusters Score -1.890437e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137209 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -18905560.000000 Penalty: 5879.729492
	Iteration 15Q: 3 clusters Score -1.890556e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138047 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -18906094.000000 Penalty: 5879.729492
	Iteration 16Q: 3 clusters Score -1.890609e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138549 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -18906370.000000 Penalty: 5879.729492
	Iteration 17Q: 3 clusters Score -1.890637e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138841 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -18906444.000000 Penalty: 5879.729492
	Iteration 18Q: 3 clusters Score -1.890644e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139023 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -18906532.000000 Penalty: 5879.729492
	Iteration 19Q: 3 clusters Score -1.890653e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139156 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -18906566.000000 Penalty: 5879.729492
	Iteration 20F: 3 clusters Score -1.890657e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139244 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -18906598.000000 Penalty: 5879.729492
	Iteration 21Q: 3 clusters Score -1.89066e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139318 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -18906640.000000 Penalty: 5879.729492
	Iteration 22Q: 3 clusters Score -1.890664e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139376 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -18906662.000000 Penalty: 5879.729492
	Iteration 23Q: 3 clusters Score -1.890666e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139415 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -18906708.000000 Penalty: 5879.729492
	Iteration 24Q: 3 clusters Score -1.890671e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139437 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -18906740.000000 Penalty: 5879.729492
	Iteration 25Q: 3 clusters Score -1.890674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139459 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -18906790.000000 Penalty: 5879.729492
	Iteration 26Q: 3 clusters Score -1.890679e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139482 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -18906820.000000 Penalty: 5879.729492
	Iteration 27Q: 3 clusters Score -1.890682e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139506 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18906846.000000 Penalty: 5879.729492
	Iteration 28Q: 3 clusters Score -1.890685e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139532 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -18906852.000000 Penalty: 5879.729492
	Iteration 29Q: 3 clusters Score -1.890685e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139551 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -18906898.000000 Penalty: 5879.729492
	Iteration 30Q: 3 clusters Score -1.89069e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139564 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -18906904.000000 Penalty: 5879.729492
	Iteration 31Q: 3 clusters Score -1.89069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139571 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -18906900.000000 Penalty: 5879.729492
	Iteration 32Q: 3 clusters Score -1.89069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139576 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -18906924.000000 Penalty: 5879.729492
	Iteration 33Q: 3 clusters Score -1.890692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139583 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -18906950.000000 Penalty: 5879.729492
	Iteration 34Q: 3 clusters Score -1.890695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139590 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18906944.000000 Penalty: 5879.729492
	Iteration 35Q: 3 clusters Score -1.890694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18906956.000000 Penalty: 5879.729492
	Iteration 36Q: 3 clusters Score -1.890696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18906974.000000 Penalty: 5879.729492
	Iteration 37Q: 3 clusters Score -1.890697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139597 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18906970.000000 Penalty: 5879.729492
	Iteration 38Q: 3 clusters Score -1.890697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18906976.000000 Penalty: 5879.729492
	Iteration 39Q: 3 clusters Score -1.890698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18906976.000000 Penalty: 5879.729492
	Iteration 40F: 3 clusters Score -1.890698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Entering Unmasked Estep 
Score: -7728507.000000 Penalty: 2715.364746
	Iteration 0F: 2 clusters Score -7728507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -7690286.000000 Penalty: 5430.729492
	Iteration 0F: 3 clusters Score -7690286 nChanged 26267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -7705030.500000 Penalty: 5430.729492
	Iteration 1F: 3 clusters Score -7705030 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -7705756.500000 Penalty: 5430.729492
	Iteration 2Q: 3 clusters Score -7705756 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -7706702.000000 Penalty: 5430.729492
	Iteration 3Q: 3 clusters Score -7706702 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -7707700.500000 Penalty: 5430.729492
	Iteration 4Q: 3 clusters Score -7707700 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -7708869.500000 Penalty: 5430.729492
	Iteration 5Q: 3 clusters Score -7708870 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -7710329.000000 Penalty: 5430.729492
	Iteration 6F: 3 clusters Score -7710329 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -7712037.500000 Penalty: 5430.729492
	Iteration 7F: 3 clusters Score -7712038 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -7714087.000000 Penalty: 5430.729492
	Iteration 8F: 3 clusters Score -7714087 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -7716448.500000 Penalty: 5430.729492
	Iteration 9F: 3 clusters Score -7716448 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -7718598.000000 Penalty: 5430.729492
	Iteration 10F: 3 clusters Score -7718598 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -7719941.500000 Penalty: 5430.729492
	Iteration 11Q: 3 clusters Score -7719942 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -7720681.500000 Penalty: 5430.729492
	Iteration 12Q: 3 clusters Score -7720682 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -7721144.000000 Penalty: 5430.729492
	Iteration 13Q: 3 clusters Score -7721144 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -7721470.500000 Penalty: 5430.729492
	Iteration 14Q: 3 clusters Score -7721470 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -7721735.000000 Penalty: 5430.729492
	Iteration 15Q: 3 clusters Score -7721735 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -7722005.000000 Penalty: 5430.729492
	Iteration 16Q: 3 clusters Score -7722005 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -7722304.500000 Penalty: 5430.729492
	Iteration 17Q: 3 clusters Score -7722304 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -7722542.500000 Penalty: 5430.729492
	Iteration 18Q: 3 clusters Score -7722542 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -7722872.000000 Penalty: 5430.729492
	Iteration 19Q: 3 clusters Score -7722872 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -7723130.500000 Penalty: 5430.729492
	Iteration 20F: 3 clusters Score -7723130 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -7723391.500000 Penalty: 5430.729492
	Iteration 21Q: 3 clusters Score -7723392 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -7723704.500000 Penalty: 5430.729492
	Iteration 22Q: 3 clusters Score -7723704 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -7723999.500000 Penalty: 5430.729492
	Iteration 23Q: 3 clusters Score -7724000 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -7724256.000000 Penalty: 5430.729492
	Iteration 24Q: 3 clusters Score -7724256 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -7724525.500000 Penalty: 5430.729492
	Iteration 25Q: 3 clusters Score -7724526 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -7724761.500000 Penalty: 5430.729492
	Iteration 26Q: 3 clusters Score -7724762 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -7724978.500000 Penalty: 5430.729492
	Iteration 27Q: 3 clusters Score -7724978 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -7725236.000000 Penalty: 5430.729492
	Iteration 28Q: 3 clusters Score -7725236 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -7725470.500000 Penalty: 5430.729492
	Iteration 29Q: 3 clusters Score -7725470 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -7725637.500000 Penalty: 5430.729492
	Iteration 30Q: 3 clusters Score -7725638 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -7725804.000000 Penalty: 5430.729492
	Iteration 31Q: 3 clusters Score -7725804 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -7725931.500000 Penalty: 5430.729492
	Iteration 32Q: 3 clusters Score -7725932 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -7726077.000000 Penalty: 5430.729492
	Iteration 33Q: 3 clusters Score -7726077 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -7726233.500000 Penalty: 5430.729492
	Iteration 34Q: 3 clusters Score -7726234 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -7726355.500000 Penalty: 5430.729492
	Iteration 35Q: 3 clusters Score -7726356 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -7726469.000000 Penalty: 5430.729492
	Iteration 36Q: 3 clusters Score -7726469 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -7726576.500000 Penalty: 5430.729492
	Iteration 37Q: 3 clusters Score -7726576 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -7726631.500000 Penalty: 5430.729492
	Iteration 38Q: 3 clusters Score -7726632 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -7726665.500000 Penalty: 5430.729492
	Iteration 39Q: 3 clusters Score -7726666 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -7726736.000000 Penalty: 5430.729492
	Iteration 40F: 3 clusters Score -7726736 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -7726781.000000 Penalty: 5430.729492
	Iteration 41Q: 3 clusters Score -7726781 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -7726818.500000 Penalty: 5430.729492
	Iteration 42Q: 3 clusters Score -7726818 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -7726826.000000 Penalty: 5430.729492
	Iteration 43Q: 3 clusters Score -7726826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -7726870.000000 Penalty: 5430.729492
	Iteration 44Q: 3 clusters Score -7726870 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -7726907.500000 Penalty: 5430.729492
	Iteration 45Q: 3 clusters Score -7726908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -7726936.000000 Penalty: 5430.729492
	Iteration 46Q: 3 clusters Score -7726936 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -7726958.500000 Penalty: 5430.729492
	Iteration 47Q: 3 clusters Score -7726958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -7726972.500000 Penalty: 5430.729492
	Iteration 48Q: 3 clusters Score -7726972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -7727018.500000 Penalty: 5430.729492
	Iteration 49Q: 3 clusters Score -7727018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -7727034.000000 Penalty: 5430.729492
	Iteration 50Q: 3 clusters Score -7727034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -7727041.000000 Penalty: 5430.729492
	Iteration 51Q: 3 clusters Score -7727041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -7727038.500000 Penalty: 5430.729492
	Iteration 52Q: 3 clusters Score -7727038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -7727053.000000 Penalty: 5430.729492
	Iteration 53Q: 3 clusters Score -7727053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -7727052.000000 Penalty: 5430.729492
	Iteration 54Q: 3 clusters Score -7727052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -7727073.500000 Penalty: 5430.729492
	Iteration 55Q: 3 clusters Score -7727074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -7727076.500000 Penalty: 5430.729492
	Iteration 56Q: 3 clusters Score -7727076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -7727073.500000 Penalty: 5430.729492
	Iteration 57Q: 3 clusters Score -7727074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -7727065.000000 Penalty: 5430.729492
	Iteration 58Q: 3 clusters Score -7727065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -7727068.000000 Penalty: 5430.729492
	Iteration 59Q: 3 clusters Score -7727068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -7727070.000000 Penalty: 5430.729492
	Iteration 60F: 3 clusters Score -7727070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -7727070.500000 Penalty: 5430.729492
	Iteration 61Q: 3 clusters Score -7727070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -7727076.000000 Penalty: 5430.729492
	Iteration 62Q: 3 clusters Score -7727076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -7727080.500000 Penalty: 5430.729492
	Iteration 63Q: 3 clusters Score -7727080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -7727080.500000 Penalty: 5430.729492
	Iteration 64F: 3 clusters Score -7727080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Entering Unmasked Estep 
Score: -1485484.125000 Penalty: 2321.677002
	Iteration 0F: 2 clusters Score -1485484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1476748.000000 Penalty: 4643.354004
	Iteration 0F: 3 clusters Score -1476748 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1479345.625000 Penalty: 4643.354004
	Iteration 1F: 3 clusters Score -1479346 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1479771.750000 Penalty: 4643.354004
	Iteration 2F: 3 clusters Score -1479772 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1480169.000000 Penalty: 4643.354004
	Iteration 3F: 3 clusters Score -1480169 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1480540.750000 Penalty: 4643.354004
	Iteration 4F: 3 clusters Score -1480541 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1480872.125000 Penalty: 4643.354004
	Iteration 5F: 3 clusters Score -1480872 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1481205.625000 Penalty: 4643.354004
	Iteration 6Q: 3 clusters Score -1481206 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1481508.250000 Penalty: 4643.354004
	Iteration 7Q: 3 clusters Score -1481508 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1481842.250000 Penalty: 4643.354004
	Iteration 8Q: 3 clusters Score -1481842 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1482223.250000 Penalty: 4643.354004
	Iteration 9Q: 3 clusters Score -1482223 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1482595.000000 Penalty: 4643.354004
	Iteration 10Q: 3 clusters Score -1482595 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1482848.500000 Penalty: 4643.354004
	Iteration 11Q: 3 clusters Score -1482848 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1483105.500000 Penalty: 4643.354004
	Iteration 12Q: 3 clusters Score -1483106 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1483362.000000 Penalty: 4643.354004
	Iteration 13Q: 3 clusters Score -1483362 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1483641.250000 Penalty: 4643.354004
	Iteration 14Q: 3 clusters Score -1483641 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1483984.875000 Penalty: 4643.354004
	Iteration 15Q: 3 clusters Score -1483985 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1484306.625000 Penalty: 4643.354004
	Iteration 16Q: 3 clusters Score -1484307 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1484525.500000 Penalty: 4643.354004
	Iteration 17Q: 3 clusters Score -1484526 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1484690.125000 Penalty: 4643.354004
	Iteration 18Q: 3 clusters Score -1484690 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1484842.625000 Penalty: 4643.354004
	Iteration 19Q: 3 clusters Score -1484843 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1484955.750000 Penalty: 4643.354004
	Iteration 20F: 3 clusters Score -1484956 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1485043.875000 Penalty: 4643.354004
	Iteration 21Q: 3 clusters Score -1485044 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1485137.000000 Penalty: 4643.354004
	Iteration 22Q: 3 clusters Score -1485137 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1485245.125000 Penalty: 4643.354004
	Iteration 23Q: 3 clusters Score -1485245 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1485346.500000 Penalty: 4643.354004
	Iteration 24Q: 3 clusters Score -1485346 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1485466.500000 Penalty: 4643.354004
	Iteration 25Q: 3 clusters Score -1485466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1485600.250000 Penalty: 4643.354004
	Iteration 26Q: 3 clusters Score -1485600 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1485694.875000 Penalty: 4643.354004
	Iteration 27Q: 3 clusters Score -1485695 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1485757.375000 Penalty: 4643.354004
	Iteration 28Q: 3 clusters Score -1485757 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1485791.500000 Penalty: 4643.354004
	Iteration 29Q: 3 clusters Score -1485792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1485820.875000 Penalty: 4643.354004
	Iteration 30Q: 3 clusters Score -1485821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1485846.375000 Penalty: 4643.354004
	Iteration 31Q: 3 clusters Score -1485846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1485865.625000 Penalty: 4643.354004
	Iteration 32Q: 3 clusters Score -1485866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1485877.625000 Penalty: 4643.354004
	Iteration 33Q: 3 clusters Score -1485878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1485887.750000 Penalty: 4643.354004
	Iteration 34Q: 3 clusters Score -1485888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1485895.500000 Penalty: 4643.354004
	Iteration 35Q: 3 clusters Score -1485896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1485903.250000 Penalty: 4643.354004
	Iteration 36Q: 3 clusters Score -1485903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1485902.125000 Penalty: 4643.354004
	Iteration 37Q: 3 clusters Score -1485902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1485903.125000 Penalty: 4643.354004
	Iteration 38Q: 3 clusters Score -1485903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1485904.125000 Penalty: 4643.354004
	Iteration 39Q: 3 clusters Score -1485904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1485904.125000 Penalty: 4643.354004
	Iteration 40F: 3 clusters Score -1485904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140687 members 
Mstep: Class 2 contains 56900 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175865 members 
Mstep: Class 6 contains 89329 members 
Mstep: Class 7 contains 50259 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160253 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 28083 members 
Mstep: Class 15 contains 159757 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173402 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 1520 members 
Entering Unmasked Estep 
Score: -144369424.000000 Penalty: 68977.492188
Splitting cluster 3 changes total score from -144370128.000000 to -144369424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -90317.343750 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -90317.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88613.187500 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -88613.19 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89207.500000 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -89207.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -89734.710938 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -89734.71 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90422.789062 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -90422.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -90867.992188 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -90867.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -90985.976562 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -90985.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -91009.843750 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -91009.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -91020.687500 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -91020.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -91023.656250 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -91023.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -91023.656250 Penalty: 3306.179199
	Iteration 9F: 3 clusters Score -91023.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140687 members 
Mstep: Class 2 contains 56900 members 
Mstep: Class 3 contains 11633 members 
Mstep: Class 4 contains 179 members 
Mstep: Class 5 contains 175865 members 
Mstep: Class 6 contains 89329 members 
Mstep: Class 7 contains 50259 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160253 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 28083 members 
Mstep: Class 15 contains 159757 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173402 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 606 members 
Entering Unmasked Estep 
Score: -144369344.000000 Penalty: 68977.492188
Splitting cluster 4 changes total score from -144370128.000000 to -144369344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (175865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175865 members 
Entering Unmasked Estep 
Score: -23556668.000000 Penalty: 2995.212891
	Iteration 0F: 2 clusters Score -2.355667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -23441632.000000 Penalty: 5990.425781
	Iteration 0F: 3 clusters Score -2.344163e+07 nChanged 84255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -23491200.000000 Penalty: 5990.425781
	Iteration 1F: 3 clusters Score -2.34912e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 85882 members 
Entering Unmasked Estep 
Score: -23492078.000000 Penalty: 5990.425781
	Iteration 2Q: 3 clusters Score -2.349208e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91059 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -23492866.000000 Penalty: 5990.425781
	Iteration 3Q: 3 clusters Score -2.349287e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -23493824.000000 Penalty: 5990.425781
	Iteration 4Q: 3 clusters Score -2.349382e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95245 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -23495096.000000 Penalty: 5990.425781
	Iteration 5Q: 3 clusters Score -2.34951e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98986 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -23496908.000000 Penalty: 5990.425781
	Iteration 6Q: 3 clusters Score -2.349691e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -23499906.000000 Penalty: 5990.425781
	Iteration 7Q: 3 clusters Score -2.349991e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112296 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -23504562.000000 Penalty: 5990.425781
	Iteration 8Q: 3 clusters Score -2.350456e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122289 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -23511968.000000 Penalty: 5990.425781
	Iteration 9F: 3 clusters Score -2.351197e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133771 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -23521540.000000 Penalty: 5990.425781
	Iteration 10F: 3 clusters Score -2.352154e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144830 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -23531030.000000 Penalty: 5990.425781
	Iteration 11F: 3 clusters Score -2.353103e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154090 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -23538828.000000 Penalty: 5990.425781
	Iteration 12F: 3 clusters Score -2.353883e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161222 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -23544804.000000 Penalty: 5990.425781
	Iteration 13Q: 3 clusters Score -2.35448e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166938 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -23549026.000000 Penalty: 5990.425781
	Iteration 14Q: 3 clusters Score -2.354903e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170997 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -23551430.000000 Penalty: 5990.425781
	Iteration 15Q: 3 clusters Score -2.355143e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173459 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -23552898.000000 Penalty: 5990.425781
	Iteration 16Q: 3 clusters Score -2.35529e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -23553596.000000 Penalty: 5990.425781
	Iteration 17Q: 3 clusters Score -2.35536e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175203 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -23553882.000000 Penalty: 5990.425781
	Iteration 18Q: 3 clusters Score -2.355388e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175389 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -23554008.000000 Penalty: 5990.425781
	Iteration 19Q: 3 clusters Score -2.355401e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175469 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -23554060.000000 Penalty: 5990.425781
	Iteration 20F: 3 clusters Score -2.355406e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175493 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23554082.000000 Penalty: 5990.425781
	Iteration 21Q: 3 clusters Score -2.355408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175512 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23554084.000000 Penalty: 5990.425781
	Iteration 22Q: 3 clusters Score -2.355408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175520 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23554116.000000 Penalty: 5990.425781
	Iteration 23Q: 3 clusters Score -2.355412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175525 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -23554116.000000 Penalty: 5990.425781
	Iteration 24Q: 3 clusters Score -2.355412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175540 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23554140.000000 Penalty: 5990.425781
	Iteration 25Q: 3 clusters Score -2.355414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175548 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23554146.000000 Penalty: 5990.425781
	Iteration 26Q: 3 clusters Score -2.355415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175554 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23554154.000000 Penalty: 5990.425781
	Iteration 27Q: 3 clusters Score -2.355415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175556 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23554146.000000 Penalty: 5990.425781
	Iteration 28Q: 3 clusters Score -2.355415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175560 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23554148.000000 Penalty: 5990.425781
	Iteration 29Q: 3 clusters Score -2.355415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175563 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23554126.000000 Penalty: 5990.425781
	Iteration 30Q: 3 clusters Score -2.355413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175560 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23554146.000000 Penalty: 5990.425781
	Iteration 31Q: 3 clusters Score -2.355415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175561 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23554150.000000 Penalty: 5990.425781
	Iteration 32Q: 3 clusters Score -2.355415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175562 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23554148.000000 Penalty: 5990.425781
	Iteration 33Q: 3 clusters Score -2.355415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175562 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23554148.000000 Penalty: 5990.425781
	Iteration 34F: 3 clusters Score -2.355415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Entering Unmasked Estep 
Score: -11969100.000000 Penalty: 2827.220215
	Iteration 0F: 2 clusters Score -1.19691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -11909251.000000 Penalty: 5654.440430
	Iteration 0F: 3 clusters Score -1.190925e+07 nChanged 42005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -11933267.000000 Penalty: 5654.440430
	Iteration 1F: 3 clusters Score -1.193327e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -11934252.000000 Penalty: 5654.440430
	Iteration 2Q: 3 clusters Score -1.193425e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -11935551.000000 Penalty: 5654.440430
	Iteration 3Q: 3 clusters Score -1.193555e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -11937606.000000 Penalty: 5654.440430
	Iteration 4F: 3 clusters Score -1.193761e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -11941028.000000 Penalty: 5654.440430
	Iteration 5F: 3 clusters Score -1.194103e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -11945990.000000 Penalty: 5654.440430
	Iteration 6F: 3 clusters Score -1.194599e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -11952387.000000 Penalty: 5654.440430
	Iteration 7F: 3 clusters Score -1.195239e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -11958552.000000 Penalty: 5654.440430
	Iteration 8F: 3 clusters Score -1.195855e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -11962451.000000 Penalty: 5654.440430
	Iteration 9Q: 3 clusters Score -1.196245e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -11964592.000000 Penalty: 5654.440430
	Iteration 10Q: 3 clusters Score -1.196459e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -11965577.000000 Penalty: 5654.440430
	Iteration 11Q: 3 clusters Score -1.196558e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11966061.000000 Penalty: 5654.440430
	Iteration 12Q: 3 clusters Score -1.196606e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11966256.000000 Penalty: 5654.440430
	Iteration 13Q: 3 clusters Score -1.196626e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88640 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11966357.000000 Penalty: 5654.440430
	Iteration 14Q: 3 clusters Score -1.196636e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11966446.000000 Penalty: 5654.440430
	Iteration 15Q: 3 clusters Score -1.196645e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11966522.000000 Penalty: 5654.440430
	Iteration 16Q: 3 clusters Score -1.196652e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11966553.000000 Penalty: 5654.440430
	Iteration 17Q: 3 clusters Score -1.196655e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11966587.000000 Penalty: 5654.440430
	Iteration 18Q: 3 clusters Score -1.196659e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11966624.000000 Penalty: 5654.440430
	Iteration 19Q: 3 clusters Score -1.196662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11966632.000000 Penalty: 5654.440430
	Iteration 20F: 3 clusters Score -1.196663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11966652.000000 Penalty: 5654.440430
	Iteration 21Q: 3 clusters Score -1.196665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11966659.000000 Penalty: 5654.440430
	Iteration 22Q: 3 clusters Score -1.196666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88812 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11966669.000000 Penalty: 5654.440430
	Iteration 23Q: 3 clusters Score -1.196667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11966685.000000 Penalty: 5654.440430
	Iteration 24Q: 3 clusters Score -1.196668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11966697.000000 Penalty: 5654.440430
	Iteration 25Q: 3 clusters Score -1.19667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88819 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -11966705.000000 Penalty: 5654.440430
	Iteration 26Q: 3 clusters Score -1.19667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11966710.000000 Penalty: 5654.440430
	Iteration 27Q: 3 clusters Score -1.196671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11966729.000000 Penalty: 5654.440430
	Iteration 28Q: 3 clusters Score -1.196673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11966729.000000 Penalty: 5654.440430
	Iteration 29Q: 3 clusters Score -1.196673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11966745.000000 Penalty: 5654.440430
	Iteration 30Q: 3 clusters Score -1.196674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11966742.000000 Penalty: 5654.440430
	Iteration 31Q: 3 clusters Score -1.196674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11966767.000000 Penalty: 5654.440430
	Iteration 32Q: 3 clusters Score -1.196677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11966766.000000 Penalty: 5654.440430
	Iteration 33Q: 3 clusters Score -1.196677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11966786.000000 Penalty: 5654.440430
	Iteration 34Q: 3 clusters Score -1.196679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11966801.000000 Penalty: 5654.440430
	Iteration 35Q: 3 clusters Score -1.19668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11966804.000000 Penalty: 5654.440430
	Iteration 36Q: 3 clusters Score -1.19668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11966809.000000 Penalty: 5654.440430
	Iteration 37Q: 3 clusters Score -1.196681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11966812.000000 Penalty: 5654.440430
	Iteration 38Q: 3 clusters Score -1.196681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11966811.000000 Penalty: 5654.440430
	Iteration 39Q: 3 clusters Score -1.196681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11966814.000000 Penalty: 5654.440430
	Iteration 40F: 3 clusters Score -1.196681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11966812.000000 Penalty: 5654.440430
	Iteration 41Q: 3 clusters Score -1.196681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11966822.000000 Penalty: 5654.440430
	Iteration 42Q: 3 clusters Score -1.196682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11966831.000000 Penalty: 5654.440430
	Iteration 43Q: 3 clusters Score -1.196683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11966836.000000 Penalty: 5654.440430
	Iteration 44Q: 3 clusters Score -1.196684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11966825.000000 Penalty: 5654.440430
	Iteration 45Q: 3 clusters Score -1.196682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11966833.000000 Penalty: 5654.440430
	Iteration 46Q: 3 clusters Score -1.196683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11966833.000000 Penalty: 5654.440430
	Iteration 47Q: 3 clusters Score -1.196683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11966831.000000 Penalty: 5654.440430
	Iteration 48Q: 3 clusters Score -1.196683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11966832.000000 Penalty: 5654.440430
	Iteration 49Q: 3 clusters Score -1.196683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11966832.000000 Penalty: 5654.440430
	Iteration 50F: 3 clusters Score -1.196683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Entering Unmasked Estep 
Score: -6564143.500000 Penalty: 2684.586182
	Iteration 0F: 2 clusters Score -6564144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -6530299.500000 Penalty: 5369.172363
	Iteration 0F: 3 clusters Score -6530300 nChanged 23249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -6543138.000000 Penalty: 5369.172363
	Iteration 1F: 3 clusters Score -6543138 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -6543745.000000 Penalty: 5369.172363
	Iteration 2Q: 3 clusters Score -6543745 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -6544419.500000 Penalty: 5369.172363
	Iteration 3Q: 3 clusters Score -6544420 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -6545306.500000 Penalty: 5369.172363
	Iteration 4Q: 3 clusters Score -6545306 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -6546691.000000 Penalty: 5369.172363
	Iteration 5F: 3 clusters Score -6546691 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -6548836.000000 Penalty: 5369.172363
	Iteration 6F: 3 clusters Score -6548836 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -6552163.000000 Penalty: 5369.172363
	Iteration 7F: 3 clusters Score -6552163 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -6556239.500000 Penalty: 5369.172363
	Iteration 8F: 3 clusters Score -6556240 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6559369.500000 Penalty: 5369.172363
	Iteration 9F: 3 clusters Score -6559370 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6560935.500000 Penalty: 5369.172363
	Iteration 10Q: 3 clusters Score -6560936 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6561446.500000 Penalty: 5369.172363
	Iteration 11Q: 3 clusters Score -6561446 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6561634.000000 Penalty: 5369.172363
	Iteration 12Q: 3 clusters Score -6561634 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6561735.000000 Penalty: 5369.172363
	Iteration 13Q: 3 clusters Score -6561735 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6561791.000000 Penalty: 5369.172363
	Iteration 14Q: 3 clusters Score -6561791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6561820.000000 Penalty: 5369.172363
	Iteration 15Q: 3 clusters Score -6561820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6561841.500000 Penalty: 5369.172363
	Iteration 16Q: 3 clusters Score -6561842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6561844.500000 Penalty: 5369.172363
	Iteration 17Q: 3 clusters Score -6561844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6561852.000000 Penalty: 5369.172363
	Iteration 18Q: 3 clusters Score -6561852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6561846.500000 Penalty: 5369.172363
	Iteration 19Q: 3 clusters Score -6561846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6561848.500000 Penalty: 5369.172363
	Iteration 20F: 3 clusters Score -6561848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6561851.500000 Penalty: 5369.172363
	Iteration 21Q: 3 clusters Score -6561852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6561860.000000 Penalty: 5369.172363
	Iteration 22Q: 3 clusters Score -6561860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6561867.500000 Penalty: 5369.172363
	Iteration 23Q: 3 clusters Score -6561868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6561868.500000 Penalty: 5369.172363
	Iteration 24Q: 3 clusters Score -6561868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6561864.000000 Penalty: 5369.172363
	Iteration 25Q: 3 clusters Score -6561864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6561866.000000 Penalty: 5369.172363
	Iteration 26Q: 3 clusters Score -6561866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6561877.500000 Penalty: 5369.172363
	Iteration 27Q: 3 clusters Score -6561878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6561885.500000 Penalty: 5369.172363
	Iteration 28Q: 3 clusters Score -6561886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6561890.000000 Penalty: 5369.172363
	Iteration 29Q: 3 clusters Score -6561890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6561896.000000 Penalty: 5369.172363
	Iteration 30Q: 3 clusters Score -6561896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6561898.500000 Penalty: 5369.172363
	Iteration 31Q: 3 clusters Score -6561898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6561895.500000 Penalty: 5369.172363
	Iteration 32Q: 3 clusters Score -6561896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6561895.500000 Penalty: 5369.172363
	Iteration 33F: 3 clusters Score -6561896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -113784.390625 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -113784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111913.882812 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -111913.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112218.734375 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -112218.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112360.414062 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -112360.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -112499.296875 Penalty: 3372.884277
	Iteration 3F: 3 clusters Score -112499.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112736.351562 Penalty: 3372.884277
	Iteration 4Q: 3 clusters Score -112736.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113003.437500 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -113003.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113087.781250 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -113087.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -113124.320312 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -113124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113151.507812 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -113151.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113177.703125 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -113177.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -113193.734375 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -113193.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113209.671875 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -113209.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113223.968750 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -113224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113237.929688 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -113237.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113244.679688 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -113244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -113248.117188 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -113248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -113252.390625 Penalty: 3372.884277
	Iteration 16Q: 3 clusters Score -113252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113253.132812 Penalty: 3372.884277
	Iteration 17Q: 3 clusters Score -113253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -113254.625000 Penalty: 3372.884277
	Iteration 18Q: 3 clusters Score -113254.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -113258.320312 Penalty: 3372.884277
	Iteration 19Q: 3 clusters Score -113258.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113263.773438 Penalty: 3372.884277
	Iteration 20F: 3 clusters Score -113263.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -190478.937500 Penalty: 1827.035034
	Iteration 0F: 2 clusters Score -190478.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -188173.515625 Penalty: 3654.070068
	Iteration 0F: 3 clusters Score -188173.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -188828.140625 Penalty: 3654.070068
	Iteration 1F: 3 clusters Score -188828.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -189349.687500 Penalty: 3654.070068
	Iteration 2F: 3 clusters Score -189349.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -190124.812500 Penalty: 3654.070068
	Iteration 3F: 3 clusters Score -190124.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -190785.812500 Penalty: 3654.070068
	Iteration 4F: 3 clusters Score -190785.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -191055.937500 Penalty: 3654.070068
	Iteration 5F: 3 clusters Score -191055.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -191172.718750 Penalty: 3654.070068
	Iteration 6Q: 3 clusters Score -191172.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -191222.250000 Penalty: 3654.070068
	Iteration 7Q: 3 clusters Score -191222.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -191260.265625 Penalty: 3654.070068
	Iteration 8Q: 3 clusters Score -191260.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -191293.453125 Penalty: 3654.070068
	Iteration 9Q: 3 clusters Score -191293.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -191314.593750 Penalty: 3654.070068
	Iteration 10Q: 3 clusters Score -191314.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -191333.296875 Penalty: 3654.070068
	Iteration 11Q: 3 clusters Score -191333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -191338.437500 Penalty: 3654.070068
	Iteration 12Q: 3 clusters Score -191338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -191340.593750 Penalty: 3654.070068
	Iteration 13Q: 3 clusters Score -191340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -191344.281250 Penalty: 3654.070068
	Iteration 14Q: 3 clusters Score -191344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -191350.093750 Penalty: 3654.070068
	Iteration 15Q: 3 clusters Score -191350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -191350.265625 Penalty: 3654.070068
	Iteration 16Q: 3 clusters Score -191350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -191351.703125 Penalty: 3654.070068
	Iteration 17Q: 3 clusters Score -191351.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -191357.312500 Penalty: 3654.070068
	Iteration 18Q: 3 clusters Score -191357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -191358.546875 Penalty: 3654.070068
	Iteration 19Q: 3 clusters Score -191358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -191358.546875 Penalty: 3654.070068
	Iteration 20F: 3 clusters Score -191358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140687 members 
Mstep: Class 2 contains 56900 members 
Mstep: Class 3 contains 11633 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175865 members 
Mstep: Class 6 contains 89329 members 
Mstep: Class 7 contains 50259 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 160253 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 28083 members 
Mstep: Class 15 contains 159757 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173402 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 1139 members 
Entering Unmasked Estep 
Score: -144369536.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144370128.000000 to -144369536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (160253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160253 members 
Entering Unmasked Estep 
Score: -21493114.000000 Penalty: 2972.158447
	Iteration 0F: 2 clusters Score -2.149311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80237 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -21386464.000000 Penalty: 5944.316895
	Iteration 0F: 3 clusters Score -2.138646e+07 nChanged 76721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -21430696.000000 Penalty: 5944.316895
	Iteration 1F: 3 clusters Score -2.14307e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83565 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -21431446.000000 Penalty: 5944.316895
	Iteration 2Q: 3 clusters Score -2.143145e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -21432444.000000 Penalty: 5944.316895
	Iteration 3Q: 3 clusters Score -2.143244e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -21433664.000000 Penalty: 5944.316895
	Iteration 4Q: 3 clusters Score -2.143366e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93803 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -21435840.000000 Penalty: 5944.316895
	Iteration 5Q: 3 clusters Score -2.143584e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -21439396.000000 Penalty: 5944.316895
	Iteration 6Q: 3 clusters Score -2.14394e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111441 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -21446018.000000 Penalty: 5944.316895
	Iteration 7F: 3 clusters Score -2.144602e+07 nChanged 13236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124577 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -21456954.000000 Penalty: 5944.316895
	Iteration 8F: 3 clusters Score -2.145695e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138306 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -21470172.000000 Penalty: 5944.316895
	Iteration 9F: 3 clusters Score -2.147017e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149345 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -21481524.000000 Penalty: 5944.316895
	Iteration 10F: 3 clusters Score -2.148152e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -21487256.000000 Penalty: 5944.316895
	Iteration 11Q: 3 clusters Score -2.148726e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158067 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -21489290.000000 Penalty: 5944.316895
	Iteration 12Q: 3 clusters Score -2.148929e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159038 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21490036.000000 Penalty: 5944.316895
	Iteration 13Q: 3 clusters Score -2.149004e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159403 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -21490230.000000 Penalty: 5944.316895
	Iteration 14Q: 3 clusters Score -2.149023e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159558 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -21490362.000000 Penalty: 5944.316895
	Iteration 15Q: 3 clusters Score -2.149036e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159643 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -21490434.000000 Penalty: 5944.316895
	Iteration 16Q: 3 clusters Score -2.149043e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -21490456.000000 Penalty: 5944.316895
	Iteration 17Q: 3 clusters Score -2.149046e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159712 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21490480.000000 Penalty: 5944.316895
	Iteration 18Q: 3 clusters Score -2.149048e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159735 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -21490518.000000 Penalty: 5944.316895
	Iteration 19Q: 3 clusters Score -2.149052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159749 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -21490530.000000 Penalty: 5944.316895
	Iteration 20F: 3 clusters Score -2.149053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159753 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21490556.000000 Penalty: 5944.316895
	Iteration 21Q: 3 clusters Score -2.149056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159762 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -21490584.000000 Penalty: 5944.316895
	Iteration 22Q: 3 clusters Score -2.149058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21490586.000000 Penalty: 5944.316895
	Iteration 23Q: 3 clusters Score -2.149059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159778 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -21490614.000000 Penalty: 5944.316895
	Iteration 24Q: 3 clusters Score -2.149061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159787 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -21490604.000000 Penalty: 5944.316895
	Iteration 25Q: 3 clusters Score -2.14906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159789 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21490594.000000 Penalty: 5944.316895
	Iteration 26Q: 3 clusters Score -2.149059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159792 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21490612.000000 Penalty: 5944.316895
	Iteration 27Q: 3 clusters Score -2.149061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159797 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -21490624.000000 Penalty: 5944.316895
	Iteration 28Q: 3 clusters Score -2.149062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159799 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -21490638.000000 Penalty: 5944.316895
	Iteration 29Q: 3 clusters Score -2.149064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159804 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21490622.000000 Penalty: 5944.316895
	Iteration 30Q: 3 clusters Score -2.149062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159806 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -21490628.000000 Penalty: 5944.316895
	Iteration 31Q: 3 clusters Score -2.149063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159809 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21490642.000000 Penalty: 5944.316895
	Iteration 32Q: 3 clusters Score -2.149064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159814 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -21490642.000000 Penalty: 5944.316895
	Iteration 33Q: 3 clusters Score -2.149064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21490648.000000 Penalty: 5944.316895
	Iteration 34Q: 3 clusters Score -2.149065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21490646.000000 Penalty: 5944.316895
	Iteration 35Q: 3 clusters Score -2.149065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159812 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21490644.000000 Penalty: 5944.316895
	Iteration 36Q: 3 clusters Score -2.149064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159812 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21490644.000000 Penalty: 5944.316895
	Iteration 37F: 3 clusters Score -2.149064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -333714.343750 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -333714.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -330763.406250 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -330763.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -331339.843750 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -331339.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -331468.218750 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -331468.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -331540.031250 Penalty: 3880.925049
	Iteration 3Q: 3 clusters Score -331540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -331598.375000 Penalty: 3880.925049
	Iteration 4Q: 3 clusters Score -331598.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -331645.156250 Penalty: 3880.925049
	Iteration 5Q: 3 clusters Score -331645.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -331670.531250 Penalty: 3880.925049
	Iteration 6Q: 3 clusters Score -331670.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -331702.656250 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -331702.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -331737.843750 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -331737.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -331767.531250 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -331767.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -331794.562500 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -331794.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -331809.937500 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -331809.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -331822.750000 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -331822.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -331832.593750 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -331832.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -331846.375000 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -331846.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -331865.625000 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -331865.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -331877.531250 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -331877.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -331887.812500 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -331887.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -331900.375000 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -331900.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -331913.750000 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -331913.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -331925.250000 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -331925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -331932.125000 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -331932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -331936.343750 Penalty: 3880.925049
	Iteration 22Q: 3 clusters Score -331936.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -331941.187500 Penalty: 3880.925049
	Iteration 23Q: 3 clusters Score -331941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -331944.062500 Penalty: 3880.925049
	Iteration 24Q: 3 clusters Score -331944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -331946.781250 Penalty: 3880.925049
	Iteration 25Q: 3 clusters Score -331946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -331947.937500 Penalty: 3880.925049
	Iteration 26Q: 3 clusters Score -331947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -331949.625000 Penalty: 3880.925049
	Iteration 27Q: 3 clusters Score -331949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -331950.187500 Penalty: 3880.925049
	Iteration 28Q: 3 clusters Score -331950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -331951.875000 Penalty: 3880.925049
	Iteration 29Q: 3 clusters Score -331951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -331953.250000 Penalty: 3880.925049
	Iteration 30Q: 3 clusters Score -331953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -331955.687500 Penalty: 3880.925049
	Iteration 31Q: 3 clusters Score -331955.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -331958.250000 Penalty: 3880.925049
	Iteration 32Q: 3 clusters Score -331958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -331959.718750 Penalty: 3880.925049
	Iteration 33Q: 3 clusters Score -331959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -331959.718750 Penalty: 3880.925049
	Iteration 34F: 3 clusters Score -331959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Entering Unmasked Estep 
Score: -986098.312500 Penalty: 2205.231201
	Iteration 0F: 2 clusters Score -986098.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -980085.625000 Penalty: 4410.462402
	Iteration 0F: 3 clusters Score -980085.6 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -981826.125000 Penalty: 4410.462402
	Iteration 1F: 3 clusters Score -981826.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -982161.750000 Penalty: 4410.462402
	Iteration 2F: 3 clusters Score -982161.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -982427.562500 Penalty: 4410.462402
	Iteration 3F: 3 clusters Score -982427.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -982642.125000 Penalty: 4410.462402
	Iteration 4F: 3 clusters Score -982642.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -982859.750000 Penalty: 4410.462402
	Iteration 5Q: 3 clusters Score -982859.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -983055.625000 Penalty: 4410.462402
	Iteration 6Q: 3 clusters Score -983055.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -983257.500000 Penalty: 4410.462402
	Iteration 7Q: 3 clusters Score -983257.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -983435.750000 Penalty: 4410.462402
	Iteration 8Q: 3 clusters Score -983435.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -983582.562500 Penalty: 4410.462402
	Iteration 9Q: 3 clusters Score -983582.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -983708.437500 Penalty: 4410.462402
	Iteration 10Q: 3 clusters Score -983708.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -983801.812500 Penalty: 4410.462402
	Iteration 11Q: 3 clusters Score -983801.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -983875.625000 Penalty: 4410.462402
	Iteration 12Q: 3 clusters Score -983875.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -983914.937500 Penalty: 4410.462402
	Iteration 13Q: 3 clusters Score -983914.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -983946.000000 Penalty: 4410.462402
	Iteration 14Q: 3 clusters Score -983946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -983977.687500 Penalty: 4410.462402
	Iteration 15Q: 3 clusters Score -983977.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -984006.125000 Penalty: 4410.462402
	Iteration 16Q: 3 clusters Score -984006.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -984021.562500 Penalty: 4410.462402
	Iteration 17Q: 3 clusters Score -984021.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -984029.750000 Penalty: 4410.462402
	Iteration 18Q: 3 clusters Score -984029.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -984038.000000 Penalty: 4410.462402
	Iteration 19Q: 3 clusters Score -984038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -984038.187500 Penalty: 4410.462402
	Iteration 20F: 3 clusters Score -984038.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -984043.875000 Penalty: 4410.462402
	Iteration 21Q: 3 clusters Score -984043.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -984044.875000 Penalty: 4410.462402
	Iteration 22Q: 3 clusters Score -984044.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -984050.062500 Penalty: 4410.462402
	Iteration 23Q: 3 clusters Score -984050.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -984053.500000 Penalty: 4410.462402
	Iteration 24Q: 3 clusters Score -984053.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -984055.625000 Penalty: 4410.462402
	Iteration 25Q: 3 clusters Score -984055.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -984058.312500 Penalty: 4410.462402
	Iteration 26Q: 3 clusters Score -984058.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -984059.312500 Penalty: 4410.462402
	Iteration 27Q: 3 clusters Score -984059.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -984062.000000 Penalty: 4410.462402
	Iteration 28Q: 3 clusters Score -984062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -984067.250000 Penalty: 4410.462402
	Iteration 29Q: 3 clusters Score -984067.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -984070.750000 Penalty: 4410.462402
	Iteration 30Q: 3 clusters Score -984070.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -984075.062500 Penalty: 4410.462402
	Iteration 31Q: 3 clusters Score -984075.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -984075.937500 Penalty: 4410.462402
	Iteration 32Q: 3 clusters Score -984075.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -984079.687500 Penalty: 4410.462402
	Iteration 33Q: 3 clusters Score -984079.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -984083.812500 Penalty: 4410.462402
	Iteration 34Q: 3 clusters Score -984083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -984088.687500 Penalty: 4410.462402
	Iteration 35Q: 3 clusters Score -984088.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -984089.187500 Penalty: 4410.462402
	Iteration 36Q: 3 clusters Score -984089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -984090.500000 Penalty: 4410.462402
	Iteration 37Q: 3 clusters Score -984090.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -984090.437500 Penalty: 4410.462402
	Iteration 38Q: 3 clusters Score -984090.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -984093.062500 Penalty: 4410.462402
	Iteration 39Q: 3 clusters Score -984093.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -984095.875000 Penalty: 4410.462402
	Iteration 40F: 3 clusters Score -984095.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -984102.000000 Penalty: 4410.462402
	Iteration 41Q: 3 clusters Score -984102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -984103.437500 Penalty: 4410.462402
	Iteration 42Q: 3 clusters Score -984103.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -984107.250000 Penalty: 4410.462402
	Iteration 43Q: 3 clusters Score -984107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -984106.562500 Penalty: 4410.462402
	Iteration 44Q: 3 clusters Score -984106.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -984110.937500 Penalty: 4410.462402
	Iteration 45Q: 3 clusters Score -984110.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -984114.562500 Penalty: 4410.462402
	Iteration 46Q: 3 clusters Score -984114.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -984122.812500 Penalty: 4410.462402
	Iteration 47Q: 3 clusters Score -984122.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -984126.687500 Penalty: 4410.462402
	Iteration 48Q: 3 clusters Score -984126.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -984131.812500 Penalty: 4410.462402
	Iteration 49Q: 3 clusters Score -984131.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -984139.250000 Penalty: 4410.462402
	Iteration 50Q: 3 clusters Score -984139.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -984144.000000 Penalty: 4410.462402
	Iteration 51Q: 3 clusters Score -984144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -984147.812500 Penalty: 4410.462402
	Iteration 52Q: 3 clusters Score -984147.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -984151.625000 Penalty: 4410.462402
	Iteration 53Q: 3 clusters Score -984151.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -984153.000000 Penalty: 4410.462402
	Iteration 54Q: 3 clusters Score -984153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -984157.312500 Penalty: 4410.462402
	Iteration 55Q: 3 clusters Score -984157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -984158.250000 Penalty: 4410.462402
	Iteration 56Q: 3 clusters Score -984158.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -984159.187500 Penalty: 4410.462402
	Iteration 57Q: 3 clusters Score -984159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -984156.812500 Penalty: 4410.462402
	Iteration 58Q: 3 clusters Score -984156.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -984164.312500 Penalty: 4410.462402
	Iteration 59Q: 3 clusters Score -984164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -984165.312500 Penalty: 4410.462402
	Iteration 60F: 3 clusters Score -984165.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -984166.937500 Penalty: 4410.462402
	Iteration 61Q: 3 clusters Score -984166.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -984172.937500 Penalty: 4410.462402
	Iteration 62Q: 3 clusters Score -984172.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -984175.750000 Penalty: 4410.462402
	Iteration 63Q: 3 clusters Score -984175.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -984180.062500 Penalty: 4410.462402
	Iteration 64Q: 3 clusters Score -984180.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -984182.375000 Penalty: 4410.462402
	Iteration 65Q: 3 clusters Score -984182.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -984186.812500 Penalty: 4410.462402
	Iteration 66Q: 3 clusters Score -984186.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -984188.437500 Penalty: 4410.462402
	Iteration 67Q: 3 clusters Score -984188.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -984191.875000 Penalty: 4410.462402
	Iteration 68Q: 3 clusters Score -984191.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -984196.375000 Penalty: 4410.462402
	Iteration 69Q: 3 clusters Score -984196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -984202.437500 Penalty: 4410.462402
	Iteration 70Q: 3 clusters Score -984202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -984201.750000 Penalty: 4410.462402
	Iteration 71Q: 3 clusters Score -984201.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -984205.250000 Penalty: 4410.462402
	Iteration 72Q: 3 clusters Score -984205.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -984208.875000 Penalty: 4410.462402
	Iteration 73Q: 3 clusters Score -984208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -984215.312500 Penalty: 4410.462402
	Iteration 74Q: 3 clusters Score -984215.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -984218.437500 Penalty: 4410.462402
	Iteration 75Q: 3 clusters Score -984218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -984219.250000 Penalty: 4410.462402
	Iteration 76Q: 3 clusters Score -984219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -984221.750000 Penalty: 4410.462402
	Iteration 77Q: 3 clusters Score -984221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -984223.187500 Penalty: 4410.462402
	Iteration 78Q: 3 clusters Score -984223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -984225.687500 Penalty: 4410.462402
	Iteration 79Q: 3 clusters Score -984225.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -984225.062500 Penalty: 4410.462402
	Iteration 80F: 3 clusters Score -984225.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -984228.812500 Penalty: 4410.462402
	Iteration 81Q: 3 clusters Score -984228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -984232.562500 Penalty: 4410.462402
	Iteration 82Q: 3 clusters Score -984232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -984232.062500 Penalty: 4410.462402
	Iteration 83Q: 3 clusters Score -984232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -984235.375000 Penalty: 4410.462402
	Iteration 84Q: 3 clusters Score -984235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -984235.625000 Penalty: 4410.462402
	Iteration 85Q: 3 clusters Score -984235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -984235.625000 Penalty: 4410.462402
	Iteration 86F: 3 clusters Score -984235.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Entering Unmasked Estep 
Score: -3983144.750000 Penalty: 2550.527832
	Iteration 0F: 2 clusters Score -3983145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3963225.500000 Penalty: 5101.055664
	Iteration 0F: 3 clusters Score -3963226 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3970223.000000 Penalty: 5101.055664
	Iteration 1F: 3 clusters Score -3970223 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3970601.750000 Penalty: 5101.055664
	Iteration 2Q: 3 clusters Score -3970602 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3970927.500000 Penalty: 5101.055664
	Iteration 3Q: 3 clusters Score -3970928 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3971240.250000 Penalty: 5101.055664
	Iteration 4Q: 3 clusters Score -3971240 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3971566.000000 Penalty: 5101.055664
	Iteration 5Q: 3 clusters Score -3971566 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3971964.500000 Penalty: 5101.055664
	Iteration 6Q: 3 clusters Score -3971964 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3972444.750000 Penalty: 5101.055664
	Iteration 7Q: 3 clusters Score -3972445 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3973133.750000 Penalty: 5101.055664
	Iteration 8Q: 3 clusters Score -3973134 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3974061.000000 Penalty: 5101.055664
	Iteration 9F: 3 clusters Score -3974061 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3975307.750000 Penalty: 5101.055664
	Iteration 10F: 3 clusters Score -3975308 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3976696.500000 Penalty: 5101.055664
	Iteration 11F: 3 clusters Score -3976696 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3977936.500000 Penalty: 5101.055664
	Iteration 12F: 3 clusters Score -3977936 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3978995.500000 Penalty: 5101.055664
	Iteration 13Q: 3 clusters Score -3978996 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3979812.750000 Penalty: 5101.055664
	Iteration 14Q: 3 clusters Score -3979813 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3980316.000000 Penalty: 5101.055664
	Iteration 15Q: 3 clusters Score -3980316 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3980585.500000 Penalty: 5101.055664
	Iteration 16Q: 3 clusters Score -3980586 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3980748.500000 Penalty: 5101.055664
	Iteration 17Q: 3 clusters Score -3980748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3980846.750000 Penalty: 5101.055664
	Iteration 18Q: 3 clusters Score -3980847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3980939.000000 Penalty: 5101.055664
	Iteration 19Q: 3 clusters Score -3980939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3981002.750000 Penalty: 5101.055664
	Iteration 20F: 3 clusters Score -3981003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3981057.250000 Penalty: 5101.055664
	Iteration 21Q: 3 clusters Score -3981057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3981086.750000 Penalty: 5101.055664
	Iteration 22Q: 3 clusters Score -3981087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3981105.500000 Penalty: 5101.055664
	Iteration 23Q: 3 clusters Score -3981106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3981122.000000 Penalty: 5101.055664
	Iteration 24Q: 3 clusters Score -3981122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3981129.750000 Penalty: 5101.055664
	Iteration 25Q: 3 clusters Score -3981130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3981137.000000 Penalty: 5101.055664
	Iteration 26Q: 3 clusters Score -3981137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3981138.250000 Penalty: 5101.055664
	Iteration 27Q: 3 clusters Score -3981138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3981140.250000 Penalty: 5101.055664
	Iteration 28Q: 3 clusters Score -3981140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3981140.250000 Penalty: 5101.055664
	Iteration 29F: 3 clusters Score -3981140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Entering Unmasked Estep 
Score: -3824824.250000 Penalty: 2540.244141
	Iteration 0F: 2 clusters Score -3824824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3805543.500000 Penalty: 5080.488281
	Iteration 0F: 3 clusters Score -3805544 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3812318.750000 Penalty: 5080.488281
	Iteration 1F: 3 clusters Score -3812319 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3812713.500000 Penalty: 5080.488281
	Iteration 2Q: 3 clusters Score -3812714 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3813020.000000 Penalty: 5080.488281
	Iteration 3Q: 3 clusters Score -3813020 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3813271.500000 Penalty: 5080.488281
	Iteration 4Q: 3 clusters Score -3813272 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3813475.750000 Penalty: 5080.488281
	Iteration 5Q: 3 clusters Score -3813476 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3813683.250000 Penalty: 5080.488281
	Iteration 6Q: 3 clusters Score -3813683 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3813892.750000 Penalty: 5080.488281
	Iteration 7Q: 3 clusters Score -3813893 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3814181.500000 Penalty: 5080.488281
	Iteration 8Q: 3 clusters Score -3814182 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3814551.750000 Penalty: 5080.488281
	Iteration 9Q: 3 clusters Score -3814552 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3815150.500000 Penalty: 5080.488281
	Iteration 10Q: 3 clusters Score -3815150 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3816019.000000 Penalty: 5080.488281
	Iteration 11F: 3 clusters Score -3816019 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3817128.500000 Penalty: 5080.488281
	Iteration 12F: 3 clusters Score -3817128 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3818440.500000 Penalty: 5080.488281
	Iteration 13F: 3 clusters Score -3818440 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3819693.750000 Penalty: 5080.488281
	Iteration 14F: 3 clusters Score -3819694 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3820763.000000 Penalty: 5080.488281
	Iteration 15Q: 3 clusters Score -3820763 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3821455.250000 Penalty: 5080.488281
	Iteration 16Q: 3 clusters Score -3821455 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3821877.000000 Penalty: 5080.488281
	Iteration 17Q: 3 clusters Score -3821877 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3822121.000000 Penalty: 5080.488281
	Iteration 18Q: 3 clusters Score -3822121 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3822256.500000 Penalty: 5080.488281
	Iteration 19Q: 3 clusters Score -3822256 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3822379.250000 Penalty: 5080.488281
	Iteration 20F: 3 clusters Score -3822379 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3822448.750000 Penalty: 5080.488281
	Iteration 21Q: 3 clusters Score -3822449 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3822504.500000 Penalty: 5080.488281
	Iteration 22Q: 3 clusters Score -3822504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3822544.500000 Penalty: 5080.488281
	Iteration 23Q: 3 clusters Score -3822544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3822581.500000 Penalty: 5080.488281
	Iteration 24Q: 3 clusters Score -3822582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3822601.000000 Penalty: 5080.488281
	Iteration 25Q: 3 clusters Score -3822601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3822623.250000 Penalty: 5080.488281
	Iteration 26Q: 3 clusters Score -3822623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3822641.000000 Penalty: 5080.488281
	Iteration 27Q: 3 clusters Score -3822641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3822650.500000 Penalty: 5080.488281
	Iteration 28Q: 3 clusters Score -3822650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3822665.000000 Penalty: 5080.488281
	Iteration 29Q: 3 clusters Score -3822665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3822689.250000 Penalty: 5080.488281
	Iteration 30Q: 3 clusters Score -3822689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3822715.750000 Penalty: 5080.488281
	Iteration 31Q: 3 clusters Score -3822716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3822734.000000 Penalty: 5080.488281
	Iteration 32Q: 3 clusters Score -3822734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3822754.500000 Penalty: 5080.488281
	Iteration 33Q: 3 clusters Score -3822754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3822767.500000 Penalty: 5080.488281
	Iteration 34Q: 3 clusters Score -3822768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3822767.250000 Penalty: 5080.488281
	Iteration 35Q: 3 clusters Score -3822767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3822777.250000 Penalty: 5080.488281
	Iteration 36Q: 3 clusters Score -3822777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3822771.500000 Penalty: 5080.488281
	Iteration 37Q: 3 clusters Score -3822772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3822780.500000 Penalty: 5080.488281
	Iteration 38Q: 3 clusters Score -3822780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3822785.750000 Penalty: 5080.488281
	Iteration 39Q: 3 clusters Score -3822786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3822796.500000 Penalty: 5080.488281
	Iteration 40F: 3 clusters Score -3822796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3822799.750000 Penalty: 5080.488281
	Iteration 41Q: 3 clusters Score -3822800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3822806.750000 Penalty: 5080.488281
	Iteration 42Q: 3 clusters Score -3822807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3822805.500000 Penalty: 5080.488281
	Iteration 43Q: 3 clusters Score -3822806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3822809.500000 Penalty: 5080.488281
	Iteration 44Q: 3 clusters Score -3822810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3822812.500000 Penalty: 5080.488281
	Iteration 45Q: 3 clusters Score -3822812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3822816.250000 Penalty: 5080.488281
	Iteration 46Q: 3 clusters Score -3822816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3822813.250000 Penalty: 5080.488281
	Iteration 47Q: 3 clusters Score -3822813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3822815.250000 Penalty: 5080.488281
	Iteration 48Q: 3 clusters Score -3822815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3822820.500000 Penalty: 5080.488281
	Iteration 49Q: 3 clusters Score -3822820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3822819.750000 Penalty: 5080.488281
	Iteration 50Q: 3 clusters Score -3822820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3822819.750000 Penalty: 5080.488281
	Iteration 51Q: 3 clusters Score -3822820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3822819.750000 Penalty: 5080.488281
	Iteration 52F: 3 clusters Score -3822820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159757 members 
Entering Unmasked Estep 
Score: -21436586.000000 Penalty: 2971.389404
	Iteration 0F: 2 clusters Score -2.143659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 79613 members 
Entering Unmasked Estep 
Score: -21330220.000000 Penalty: 5942.778809
	Iteration 0F: 3 clusters Score -2.133022e+07 nChanged 76379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -21374742.000000 Penalty: 5942.778809
	Iteration 1F: 3 clusters Score -2.137474e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
Score: -21376144.000000 Penalty: 5942.778809
	Iteration 2Q: 3 clusters Score -2.137614e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -21378156.000000 Penalty: 5942.778809
	Iteration 3Q: 3 clusters Score -2.137816e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -21381472.000000 Penalty: 5942.778809
	Iteration 4Q: 3 clusters Score -2.138147e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104673 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -21387358.000000 Penalty: 5942.778809
	Iteration 5F: 3 clusters Score -2.138736e+07 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116675 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -21397428.000000 Penalty: 5942.778809
	Iteration 6F: 3 clusters Score -2.139743e+07 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130299 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -21410324.000000 Penalty: 5942.778809
	Iteration 7F: 3 clusters Score -2.141032e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142011 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -21421688.000000 Penalty: 5942.778809
	Iteration 8F: 3 clusters Score -2.142169e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149387 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -21428746.000000 Penalty: 5942.778809
	Iteration 9Q: 3 clusters Score -2.142875e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -21432164.000000 Penalty: 5942.778809
	Iteration 10Q: 3 clusters Score -2.143216e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -21433622.000000 Penalty: 5942.778809
	Iteration 11Q: 3 clusters Score -2.143362e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155617 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -21434318.000000 Penalty: 5942.778809
	Iteration 12Q: 3 clusters Score -2.143432e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -21434674.000000 Penalty: 5942.778809
	Iteration 13Q: 3 clusters Score -2.143467e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156388 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -21434810.000000 Penalty: 5942.778809
	Iteration 14Q: 3 clusters Score -2.143481e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156606 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -21434920.000000 Penalty: 5942.778809
	Iteration 15Q: 3 clusters Score -2.143492e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156760 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -21434960.000000 Penalty: 5942.778809
	Iteration 16Q: 3 clusters Score -2.143496e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156873 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -21435004.000000 Penalty: 5942.778809
	Iteration 17Q: 3 clusters Score -2.1435e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156961 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -21435042.000000 Penalty: 5942.778809
	Iteration 18Q: 3 clusters Score -2.143504e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157032 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -21435014.000000 Penalty: 5942.778809
	Iteration 19Q: 3 clusters Score -2.143501e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157090 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -21435014.000000 Penalty: 5942.778809
	Iteration 20F: 3 clusters Score -2.143501e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157135 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -21435038.000000 Penalty: 5942.778809
	Iteration 21Q: 3 clusters Score -2.143504e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157185 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -21435044.000000 Penalty: 5942.778809
	Iteration 22Q: 3 clusters Score -2.143504e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157233 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -21435076.000000 Penalty: 5942.778809
	Iteration 23Q: 3 clusters Score -2.143508e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157281 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -21435092.000000 Penalty: 5942.778809
	Iteration 24Q: 3 clusters Score -2.143509e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157334 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -21435108.000000 Penalty: 5942.778809
	Iteration 25Q: 3 clusters Score -2.143511e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157376 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -21435108.000000 Penalty: 5942.778809
	Iteration 26Q: 3 clusters Score -2.143511e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157419 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -21435126.000000 Penalty: 5942.778809
	Iteration 27Q: 3 clusters Score -2.143513e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157450 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -21435130.000000 Penalty: 5942.778809
	Iteration 28Q: 3 clusters Score -2.143513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157475 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -21435132.000000 Penalty: 5942.778809
	Iteration 29Q: 3 clusters Score -2.143513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157492 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21435138.000000 Penalty: 5942.778809
	Iteration 30Q: 3 clusters Score -2.143514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21435142.000000 Penalty: 5942.778809
	Iteration 31Q: 3 clusters Score -2.143514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -21435148.000000 Penalty: 5942.778809
	Iteration 32Q: 3 clusters Score -2.143515e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -21435156.000000 Penalty: 5942.778809
	Iteration 33Q: 3 clusters Score -2.143516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157570 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -21435162.000000 Penalty: 5942.778809
	Iteration 34Q: 3 clusters Score -2.143516e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157591 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -21435190.000000 Penalty: 5942.778809
	Iteration 35Q: 3 clusters Score -2.143519e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157610 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -21435160.000000 Penalty: 5942.778809
	Iteration 36Q: 3 clusters Score -2.143516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157627 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -21435178.000000 Penalty: 5942.778809
	Iteration 37Q: 3 clusters Score -2.143518e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157648 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -21435190.000000 Penalty: 5942.778809
	Iteration 38Q: 3 clusters Score -2.143519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157671 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -21435212.000000 Penalty: 5942.778809
	Iteration 39Q: 3 clusters Score -2.143521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157681 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -21435222.000000 Penalty: 5942.778809
	Iteration 40F: 3 clusters Score -2.143522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157695 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -21435216.000000 Penalty: 5942.778809
	Iteration 41Q: 3 clusters Score -2.143522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157704 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -21435228.000000 Penalty: 5942.778809
	Iteration 42Q: 3 clusters Score -2.143523e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157720 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -21435246.000000 Penalty: 5942.778809
	Iteration 43Q: 3 clusters Score -2.143525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157733 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -21435254.000000 Penalty: 5942.778809
	Iteration 44Q: 3 clusters Score -2.143525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157739 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21435224.000000 Penalty: 5942.778809
	Iteration 45Q: 3 clusters Score -2.143522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157746 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -21435224.000000 Penalty: 5942.778809
	Iteration 46Q: 3 clusters Score -2.143522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157755 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -21435236.000000 Penalty: 5942.778809
	Iteration 47Q: 3 clusters Score -2.143524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157756 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21435232.000000 Penalty: 5942.778809
	Iteration 48Q: 3 clusters Score -2.143523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157762 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -21435242.000000 Penalty: 5942.778809
	Iteration 49Q: 3 clusters Score -2.143524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157767 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -21435240.000000 Penalty: 5942.778809
	Iteration 50Q: 3 clusters Score -2.143524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157768 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -21435246.000000 Penalty: 5942.778809
	Iteration 51Q: 3 clusters Score -2.143525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157771 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -21435238.000000 Penalty: 5942.778809
	Iteration 52Q: 3 clusters Score -2.143524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -21435220.000000 Penalty: 5942.778809
	Iteration 53Q: 3 clusters Score -2.143522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157777 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -21435210.000000 Penalty: 5942.778809
	Iteration 54Q: 3 clusters Score -2.143521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -21435236.000000 Penalty: 5942.778809
	Iteration 55Q: 3 clusters Score -2.143524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -21435226.000000 Penalty: 5942.778809
	Iteration 56Q: 3 clusters Score -2.143523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157781 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -21435230.000000 Penalty: 5942.778809
	Iteration 57Q: 3 clusters Score -2.143523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157783 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -21435222.000000 Penalty: 5942.778809
	Iteration 58Q: 3 clusters Score -2.143522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157782 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21435234.000000 Penalty: 5942.778809
	Iteration 59Q: 3 clusters Score -2.143523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157782 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21435234.000000 Penalty: 5942.778809
	Iteration 60F: 3 clusters Score -2.143523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Entering Unmasked Estep 
Score: -472296.406250 Penalty: 2037.052979
	Iteration 0F: 2 clusters Score -472296.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -468580.781250 Penalty: 4074.105957
	Iteration 0F: 3 clusters Score -468580.8 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -469357.843750 Penalty: 4074.105957
	Iteration 1F: 3 clusters Score -469357.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -469561.687500 Penalty: 4074.105957
	Iteration 2F: 3 clusters Score -469561.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -469685.875000 Penalty: 4074.105957
	Iteration 3F: 3 clusters Score -469685.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -469807.781250 Penalty: 4074.105957
	Iteration 4Q: 3 clusters Score -469807.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -469932.468750 Penalty: 4074.105957
	Iteration 5Q: 3 clusters Score -469932.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -470029.375000 Penalty: 4074.105957
	Iteration 6Q: 3 clusters Score -470029.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -470124.875000 Penalty: 4074.105957
	Iteration 7Q: 3 clusters Score -470124.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -470210.000000 Penalty: 4074.105957
	Iteration 8Q: 3 clusters Score -470210 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -470284.875000 Penalty: 4074.105957
	Iteration 9Q: 3 clusters Score -470284.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -470357.937500 Penalty: 4074.105957
	Iteration 10Q: 3 clusters Score -470357.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -470422.625000 Penalty: 4074.105957
	Iteration 11Q: 3 clusters Score -470422.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -470488.156250 Penalty: 4074.105957
	Iteration 12Q: 3 clusters Score -470488.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -470544.406250 Penalty: 4074.105957
	Iteration 13Q: 3 clusters Score -470544.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -470604.687500 Penalty: 4074.105957
	Iteration 14Q: 3 clusters Score -470604.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -470660.187500 Penalty: 4074.105957
	Iteration 15Q: 3 clusters Score -470660.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -470697.593750 Penalty: 4074.105957
	Iteration 16Q: 3 clusters Score -470697.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -470726.093750 Penalty: 4074.105957
	Iteration 17Q: 3 clusters Score -470726.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -470751.500000 Penalty: 4074.105957
	Iteration 18Q: 3 clusters Score -470751.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -470771.375000 Penalty: 4074.105957
	Iteration 19Q: 3 clusters Score -470771.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -470789.031250 Penalty: 4074.105957
	Iteration 20F: 3 clusters Score -470789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -470801.468750 Penalty: 4074.105957
	Iteration 21Q: 3 clusters Score -470801.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -470819.125000 Penalty: 4074.105957
	Iteration 22Q: 3 clusters Score -470819.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -470832.593750 Penalty: 4074.105957
	Iteration 23Q: 3 clusters Score -470832.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -470849.781250 Penalty: 4074.105957
	Iteration 24Q: 3 clusters Score -470849.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -470861.875000 Penalty: 4074.105957
	Iteration 25Q: 3 clusters Score -470861.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -470873.781250 Penalty: 4074.105957
	Iteration 26Q: 3 clusters Score -470873.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -470881.343750 Penalty: 4074.105957
	Iteration 27Q: 3 clusters Score -470881.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -470891.625000 Penalty: 4074.105957
	Iteration 28Q: 3 clusters Score -470891.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -470906.625000 Penalty: 4074.105957
	Iteration 29Q: 3 clusters Score -470906.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -470918.000000 Penalty: 4074.105957
	Iteration 30Q: 3 clusters Score -470918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -470931.281250 Penalty: 4074.105957
	Iteration 31Q: 3 clusters Score -470931.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -470943.875000 Penalty: 4074.105957
	Iteration 32Q: 3 clusters Score -470943.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -470953.968750 Penalty: 4074.105957
	Iteration 33Q: 3 clusters Score -470954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -470956.968750 Penalty: 4074.105957
	Iteration 34Q: 3 clusters Score -470957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -470957.875000 Penalty: 4074.105957
	Iteration 35Q: 3 clusters Score -470957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -470958.687500 Penalty: 4074.105957
	Iteration 36Q: 3 clusters Score -470958.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -470959.687500 Penalty: 4074.105957
	Iteration 37Q: 3 clusters Score -470959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -470960.531250 Penalty: 4074.105957
	Iteration 38Q: 3 clusters Score -470960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -470960.937500 Penalty: 4074.105957
	Iteration 39Q: 3 clusters Score -470960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -470960.937500 Penalty: 4074.105957
	Iteration 40F: 3 clusters Score -470960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173402 members 
Entering Unmasked Estep 
Score: -23392038.000000 Penalty: 2991.715332
	Iteration 0F: 2 clusters Score -2.339204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -23280880.000000 Penalty: 5983.430664
	Iteration 0F: 3 clusters Score -2.328088e+07 nChanged 82930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -23329460.000000 Penalty: 5983.430664
	Iteration 1F: 3 clusters Score -2.332946e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -23330348.000000 Penalty: 5983.430664
	Iteration 2Q: 3 clusters Score -2.333035e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -23331462.000000 Penalty: 5983.430664
	Iteration 3Q: 3 clusters Score -2.333146e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -23332910.000000 Penalty: 5983.430664
	Iteration 4Q: 3 clusters Score -2.333291e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -23335070.000000 Penalty: 5983.430664
	Iteration 5Q: 3 clusters Score -2.333507e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
Score: -23337564.000000 Penalty: 5983.430664
	Iteration 6Q: 3 clusters Score -2.333756e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -23340914.000000 Penalty: 5983.430664
	Iteration 7Q: 3 clusters Score -2.334091e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85120 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -23345070.000000 Penalty: 5983.430664
	Iteration 8Q: 3 clusters Score -2.334507e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -23349466.000000 Penalty: 5983.430664
	Iteration 9F: 3 clusters Score -2.334947e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -23353356.000000 Penalty: 5983.430664
	Iteration 10Q: 3 clusters Score -2.335336e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -23357162.000000 Penalty: 5983.430664
	Iteration 11Q: 3 clusters Score -2.335716e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85335 members 
Mstep: Class 2 contains 88067 members 
Entering Unmasked Estep 
Score: -23360724.000000 Penalty: 5983.430664
	Iteration 12Q: 3 clusters Score -2.336072e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -23363326.000000 Penalty: 5983.430664
	Iteration 13Q: 3 clusters Score -2.336333e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 87101 members 
Entering Unmasked Estep 
Score: -23365054.000000 Penalty: 5983.430664
	Iteration 14Q: 3 clusters Score -2.336505e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -23365902.000000 Penalty: 5983.430664
	Iteration 15Q: 3 clusters Score -2.33659e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -23366496.000000 Penalty: 5983.430664
	Iteration 16Q: 3 clusters Score -2.33665e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -23366954.000000 Penalty: 5983.430664
	Iteration 17Q: 3 clusters Score -2.336695e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -23367456.000000 Penalty: 5983.430664
	Iteration 18Q: 3 clusters Score -2.336746e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -23367942.000000 Penalty: 5983.430664
	Iteration 19Q: 3 clusters Score -2.336794e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -23368314.000000 Penalty: 5983.430664
	Iteration 20F: 3 clusters Score -2.336831e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -23368640.000000 Penalty: 5983.430664
	Iteration 21Q: 3 clusters Score -2.336864e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -23369184.000000 Penalty: 5983.430664
	Iteration 22Q: 3 clusters Score -2.336918e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -23369528.000000 Penalty: 5983.430664
	Iteration 23Q: 3 clusters Score -2.336953e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93948 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -23369900.000000 Penalty: 5983.430664
	Iteration 24Q: 3 clusters Score -2.33699e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -23370412.000000 Penalty: 5983.430664
	Iteration 25Q: 3 clusters Score -2.337041e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96465 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -23370924.000000 Penalty: 5983.430664
	Iteration 26Q: 3 clusters Score -2.337092e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -23371292.000000 Penalty: 5983.430664
	Iteration 27Q: 3 clusters Score -2.337129e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99465 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -23371906.000000 Penalty: 5983.430664
	Iteration 28Q: 3 clusters Score -2.337191e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101177 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -23372462.000000 Penalty: 5983.430664
	Iteration 29Q: 3 clusters Score -2.337246e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103003 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -23373030.000000 Penalty: 5983.430664
	Iteration 30Q: 3 clusters Score -2.337303e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -23373502.000000 Penalty: 5983.430664
	Iteration 31Q: 3 clusters Score -2.33735e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -23374054.000000 Penalty: 5983.430664
	Iteration 32Q: 3 clusters Score -2.337405e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109028 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -23374784.000000 Penalty: 5983.430664
	Iteration 33Q: 3 clusters Score -2.337478e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111207 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -23375314.000000 Penalty: 5983.430664
	Iteration 34Q: 3 clusters Score -2.337531e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -23375866.000000 Penalty: 5983.430664
	Iteration 35Q: 3 clusters Score -2.337587e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115647 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -23376434.000000 Penalty: 5983.430664
	Iteration 36Q: 3 clusters Score -2.337643e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117959 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -23377160.000000 Penalty: 5983.430664
	Iteration 37Q: 3 clusters Score -2.337716e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -23377834.000000 Penalty: 5983.430664
	Iteration 38Q: 3 clusters Score -2.337783e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122643 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -23378484.000000 Penalty: 5983.430664
	Iteration 39Q: 3 clusters Score -2.337848e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124921 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -23379196.000000 Penalty: 5983.430664
	Iteration 40F: 3 clusters Score -2.33792e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127163 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -23379858.000000 Penalty: 5983.430664
	Iteration 41Q: 3 clusters Score -2.337986e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129405 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -23380486.000000 Penalty: 5983.430664
	Iteration 42Q: 3 clusters Score -2.338049e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131635 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -23381058.000000 Penalty: 5983.430664
	Iteration 43Q: 3 clusters Score -2.338106e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133848 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -23381720.000000 Penalty: 5983.430664
	Iteration 44Q: 3 clusters Score -2.338172e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136152 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -23382540.000000 Penalty: 5983.430664
	Iteration 45Q: 3 clusters Score -2.338254e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138524 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -23383260.000000 Penalty: 5983.430664
	Iteration 46Q: 3 clusters Score -2.338326e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140776 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -23383994.000000 Penalty: 5983.430664
	Iteration 47Q: 3 clusters Score -2.338399e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142885 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -23384630.000000 Penalty: 5983.430664
	Iteration 48Q: 3 clusters Score -2.338463e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144922 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -23385122.000000 Penalty: 5983.430664
	Iteration 49Q: 3 clusters Score -2.338512e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146902 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -23385622.000000 Penalty: 5983.430664
	Iteration 50Q: 3 clusters Score -2.338562e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148795 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -23386248.000000 Penalty: 5983.430664
	Iteration 51Q: 3 clusters Score -2.338625e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150547 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -23386794.000000 Penalty: 5983.430664
	Iteration 52Q: 3 clusters Score -2.338679e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -23387300.000000 Penalty: 5983.430664
	Iteration 53Q: 3 clusters Score -2.33873e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153793 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -23387712.000000 Penalty: 5983.430664
	Iteration 54Q: 3 clusters Score -2.338771e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155306 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -23388192.000000 Penalty: 5983.430664
	Iteration 55Q: 3 clusters Score -2.338819e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156804 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -23388808.000000 Penalty: 5983.430664
	Iteration 56Q: 3 clusters Score -2.338881e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158330 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -23389110.000000 Penalty: 5983.430664
	Iteration 57Q: 3 clusters Score -2.338911e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159899 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -23389548.000000 Penalty: 5983.430664
	Iteration 58Q: 3 clusters Score -2.338955e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161433 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -23389818.000000 Penalty: 5983.430664
	Iteration 59Q: 3 clusters Score -2.338982e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162935 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -23390154.000000 Penalty: 5983.430664
	Iteration 60F: 3 clusters Score -2.339015e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164358 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -23390374.000000 Penalty: 5983.430664
	Iteration 61Q: 3 clusters Score -2.339037e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165638 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -23390476.000000 Penalty: 5983.430664
	Iteration 62Q: 3 clusters Score -2.339048e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166830 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -23390546.000000 Penalty: 5983.430664
	Iteration 63Q: 3 clusters Score -2.339055e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167867 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -23390566.000000 Penalty: 5983.430664
	Iteration 64Q: 3 clusters Score -2.339057e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168694 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -23390474.000000 Penalty: 5983.430664
	Iteration 65Q: 3 clusters Score -2.339047e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169382 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -23390364.000000 Penalty: 5983.430664
	Iteration 66Q: 3 clusters Score -2.339036e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169972 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -23390416.000000 Penalty: 5983.430664
	Iteration 67Q: 3 clusters Score -2.339042e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170485 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -23390454.000000 Penalty: 5983.430664
	Iteration 68Q: 3 clusters Score -2.339045e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -23390420.000000 Penalty: 5983.430664
	Iteration 69Q: 3 clusters Score -2.339042e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171227 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -23390382.000000 Penalty: 5983.430664
	Iteration 70Q: 3 clusters Score -2.339038e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171462 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -23390374.000000 Penalty: 5983.430664
	Iteration 71Q: 3 clusters Score -2.339037e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171663 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -23390276.000000 Penalty: 5983.430664
	Iteration 72Q: 3 clusters Score -2.339028e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171788 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -23390232.000000 Penalty: 5983.430664
	Iteration 73Q: 3 clusters Score -2.339023e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171883 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -23390214.000000 Penalty: 5983.430664
	Iteration 74Q: 3 clusters Score -2.339021e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171960 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -23390208.000000 Penalty: 5983.430664
	Iteration 75Q: 3 clusters Score -2.339021e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172024 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -23390206.000000 Penalty: 5983.430664
	Iteration 76Q: 3 clusters Score -2.339021e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172080 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -23390212.000000 Penalty: 5983.430664
	Iteration 77Q: 3 clusters Score -2.339021e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172131 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -23390188.000000 Penalty: 5983.430664
	Iteration 78Q: 3 clusters Score -2.339019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -23390174.000000 Penalty: 5983.430664
	Iteration 79Q: 3 clusters Score -2.339017e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172200 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -23390190.000000 Penalty: 5983.430664
	Iteration 80F: 3 clusters Score -2.339019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172219 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -23390172.000000 Penalty: 5983.430664
	Iteration 81Q: 3 clusters Score -2.339017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172236 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23390162.000000 Penalty: 5983.430664
	Iteration 82Q: 3 clusters Score -2.339016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172255 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -23390204.000000 Penalty: 5983.430664
	Iteration 83Q: 3 clusters Score -2.33902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172273 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23390188.000000 Penalty: 5983.430664
	Iteration 84Q: 3 clusters Score -2.339019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172286 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -23390184.000000 Penalty: 5983.430664
	Iteration 85Q: 3 clusters Score -2.339018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172297 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23390170.000000 Penalty: 5983.430664
	Iteration 86Q: 3 clusters Score -2.339017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172310 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -23390138.000000 Penalty: 5983.430664
	Iteration 87Q: 3 clusters Score -2.339014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172319 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -23390140.000000 Penalty: 5983.430664
	Iteration 88Q: 3 clusters Score -2.339014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172326 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -23390136.000000 Penalty: 5983.430664
	Iteration 89Q: 3 clusters Score -2.339014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172329 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -23390136.000000 Penalty: 5983.430664
	Iteration 90Q: 3 clusters Score -2.339014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172333 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -23390136.000000 Penalty: 5983.430664
	Iteration 91Q: 3 clusters Score -2.339014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172337 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -23390124.000000 Penalty: 5983.430664
	Iteration 92Q: 3 clusters Score -2.339012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172341 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -23390110.000000 Penalty: 5983.430664
	Iteration 93Q: 3 clusters Score -2.339011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172343 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -23390092.000000 Penalty: 5983.430664
	Iteration 94Q: 3 clusters Score -2.339009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172346 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -23390102.000000 Penalty: 5983.430664
	Iteration 95Q: 3 clusters Score -2.33901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172349 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -23390084.000000 Penalty: 5983.430664
	Iteration 96Q: 3 clusters Score -2.339008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172350 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -23390092.000000 Penalty: 5983.430664
	Iteration 97Q: 3 clusters Score -2.339009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172354 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -23390096.000000 Penalty: 5983.430664
	Iteration 98Q: 3 clusters Score -2.33901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172358 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -23390082.000000 Penalty: 5983.430664
	Iteration 99Q: 3 clusters Score -2.339008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172364 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -23390090.000000 Penalty: 5983.430664
	Iteration 100F: 3 clusters Score -2.339009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172377 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -23390092.000000 Penalty: 5983.430664
	Iteration 101Q: 3 clusters Score -2.339009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -23390096.000000 Penalty: 5983.430664
	Iteration 102Q: 3 clusters Score -2.33901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172397 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -23390088.000000 Penalty: 5983.430664
	Iteration 103Q: 3 clusters Score -2.339009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172411 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -23390116.000000 Penalty: 5983.430664
	Iteration 104Q: 3 clusters Score -2.339012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172415 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -23390118.000000 Penalty: 5983.430664
	Iteration 105Q: 3 clusters Score -2.339012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172419 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -23390122.000000 Penalty: 5983.430664
	Iteration 106Q: 3 clusters Score -2.339012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172424 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -23390110.000000 Penalty: 5983.430664
	Iteration 107Q: 3 clusters Score -2.339011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172427 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -23390114.000000 Penalty: 5983.430664
	Iteration 108Q: 3 clusters Score -2.339011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172429 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -23390118.000000 Penalty: 5983.430664
	Iteration 109Q: 3 clusters Score -2.339012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172434 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -23390118.000000 Penalty: 5983.430664
	Iteration 110Q: 3 clusters Score -2.339012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172433 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -23390116.000000 Penalty: 5983.430664
	Iteration 111Q: 3 clusters Score -2.339012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172433 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -23390116.000000 Penalty: 5983.430664
	Iteration 112F: 3 clusters Score -2.339012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -211293.328125 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -211293.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -208908.062500 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -208908.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -209400.046875 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -209400 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -209589.109375 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -209589.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -209807.312500 Penalty: 3680.904053
	Iteration 3F: 3 clusters Score -209807.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -210115.375000 Penalty: 3680.904053
	Iteration 4F: 3 clusters Score -210115.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210588.781250 Penalty: 3680.904053
	Iteration 5F: 3 clusters Score -210588.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -210932.171875 Penalty: 3680.904053
	Iteration 6F: 3 clusters Score -210932.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -211125.453125 Penalty: 3680.904053
	Iteration 7F: 3 clusters Score -211125.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -211274.593750 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -211274.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -211392.562500 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -211392.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -211419.062500 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -211419.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -211427.218750 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -211427.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -211433.640625 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -211433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -211434.656250 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -211434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -211435.578125 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -211435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -211435.578125 Penalty: 3680.904053
	Iteration 15F: 3 clusters Score -211435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140687 members 
Mstep: Class 2 contains 56900 members 
Mstep: Class 3 contains 11633 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175865 members 
Mstep: Class 6 contains 89329 members 
Mstep: Class 7 contains 50259 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160253 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 28083 members 
Mstep: Class 15 contains 159757 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173402 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 701 members 
Entering Unmasked Estep 
Score: -144368752.000000 Penalty: 68977.492188
Splitting cluster 18 changes total score from -144370128.000000 to -144368752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -205088.453125 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -205088.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -202684.796875 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -202684.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -203122.046875 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -203122 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -203271.921875 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -203271.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -203388.312500 Penalty: 3682.681885
	Iteration 3F: 3 clusters Score -203388.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -203523.421875 Penalty: 3682.681885
	Iteration 4Q: 3 clusters Score -203523.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -203681.750000 Penalty: 3682.681885
	Iteration 5F: 3 clusters Score -203681.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -203823.125000 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -203823.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -203949.859375 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -203949.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -204037.328125 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -204037.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -204101.718750 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -204101.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -204141.640625 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -204141.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -204167.703125 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -204167.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -204194.921875 Penalty: 3682.681885
	Iteration 12Q: 3 clusters Score -204194.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -204231.421875 Penalty: 3682.681885
	Iteration 13Q: 3 clusters Score -204231.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -204275.625000 Penalty: 3682.681885
	Iteration 14Q: 3 clusters Score -204275.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -204295.437500 Penalty: 3682.681885
	Iteration 15Q: 3 clusters Score -204295.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -204306.765625 Penalty: 3682.681885
	Iteration 16Q: 3 clusters Score -204306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -204314.968750 Penalty: 3682.681885
	Iteration 17Q: 3 clusters Score -204315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -204319.890625 Penalty: 3682.681885
	Iteration 18Q: 3 clusters Score -204319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -204321.031250 Penalty: 3682.681885
	Iteration 19Q: 3 clusters Score -204321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -204322.937500 Penalty: 3682.681885
	Iteration 20F: 3 clusters Score -204322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -204324.937500 Penalty: 3682.681885
	Iteration 21Q: 3 clusters Score -204324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -204325.656250 Penalty: 3682.681885
	Iteration 22Q: 3 clusters Score -204325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -204326.437500 Penalty: 3682.681885
	Iteration 23Q: 3 clusters Score -204326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -204326.437500 Penalty: 3682.681885
	Iteration 24F: 3 clusters Score -204326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140687 members 
Mstep: Class 2 contains 56900 members 
Mstep: Class 3 contains 11633 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175865 members 
Mstep: Class 6 contains 89329 members 
Mstep: Class 7 contains 50259 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160253 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 28083 members 
Mstep: Class 15 contains 159757 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173402 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370288.000000 Penalty: 65528.617188
Iteration 199Q: 20 clusters Score -1.443703e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140661 members 
Mstep: Class 2 contains 56895 members 
Mstep: Class 3 contains 11633 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175867 members 
Mstep: Class 6 contains 89330 members 
Mstep: Class 7 contains 50257 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160288 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 12 contains 7266 members 
Mstep: Class 13 contains 29271 members 
Mstep: Class 14 contains 28105 members 
Mstep: Class 15 contains 159727 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173412 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370304.000000 Penalty: 65528.617188
Iteration 200F: 20 clusters Score -1.443703e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140638 members 
Mstep: Class 2 contains 56892 members 
Mstep: Class 3 contains 11633 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175864 members 
Mstep: Class 6 contains 89329 members 
Mstep: Class 7 contains 50254 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160330 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7259 members 
Mstep: Class 13 contains 29275 members 
Mstep: Class 14 contains 28116 members 
Mstep: Class 15 contains 159704 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173415 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370224.000000 Penalty: 65528.617188
Iteration 201Q: 20 clusters Score -1.443702e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140614 members 
Mstep: Class 2 contains 56894 members 
Mstep: Class 3 contains 11634 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175860 members 
Mstep: Class 6 contains 89327 members 
Mstep: Class 7 contains 50252 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160381 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7250 members 
Mstep: Class 13 contains 29280 members 
Mstep: Class 14 contains 28125 members 
Mstep: Class 15 contains 159672 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173420 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370272.000000 Penalty: 65528.617188
Iteration 202Q: 20 clusters Score -1.443703e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140589 members 
Mstep: Class 2 contains 56896 members 
Mstep: Class 3 contains 11634 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175862 members 
Mstep: Class 6 contains 89324 members 
Mstep: Class 7 contains 50250 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160414 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7238 members 
Mstep: Class 13 contains 29277 members 
Mstep: Class 14 contains 28136 members 
Mstep: Class 15 contains 159660 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173429 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370384.000000 Penalty: 65528.617188
Iteration 203Q: 20 clusters Score -1.443704e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140568 members 
Mstep: Class 2 contains 56897 members 
Mstep: Class 3 contains 11634 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175863 members 
Mstep: Class 6 contains 89321 members 
Mstep: Class 7 contains 50248 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160458 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7229 members 
Mstep: Class 13 contains 29280 members 
Mstep: Class 14 contains 28148 members 
Mstep: Class 15 contains 159627 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173436 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370400.000000 Penalty: 65528.617188
Iteration 204Q: 20 clusters Score -1.443704e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140561 members 
Mstep: Class 2 contains 56899 members 
Mstep: Class 3 contains 11632 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175875 members 
Mstep: Class 6 contains 89318 members 
Mstep: Class 7 contains 50246 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160473 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7221 members 
Mstep: Class 13 contains 29281 members 
Mstep: Class 14 contains 28159 members 
Mstep: Class 15 contains 159604 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173440 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370304.000000 Penalty: 65528.617188
Iteration 205Q: 20 clusters Score -1.443703e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140552 members 
Mstep: Class 2 contains 56894 members 
Mstep: Class 3 contains 11632 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175878 members 
Mstep: Class 6 contains 89317 members 
Mstep: Class 7 contains 50241 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160498 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7211 members 
Mstep: Class 13 contains 29279 members 
Mstep: Class 14 contains 28173 members 
Mstep: Class 15 contains 159590 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173444 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370416.000000 Penalty: 65528.617188
Iteration 206Q: 20 clusters Score -1.443704e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140535 members 
Mstep: Class 2 contains 56890 members 
Mstep: Class 3 contains 11630 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175893 members 
Mstep: Class 6 contains 89322 members 
Mstep: Class 7 contains 50237 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160524 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7200 members 
Mstep: Class 13 contains 29283 members 
Mstep: Class 14 contains 28185 members 
Mstep: Class 15 contains 159572 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173438 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370448.000000 Penalty: 65528.617188
Iteration 207Q: 20 clusters Score -1.443704e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140520 members 
Mstep: Class 2 contains 56888 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175890 members 
Mstep: Class 6 contains 89325 members 
Mstep: Class 7 contains 50234 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160557 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7185 members 
Mstep: Class 13 contains 29287 members 
Mstep: Class 14 contains 28200 members 
Mstep: Class 15 contains 159557 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173435 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370480.000000 Penalty: 65528.617188
Iteration 208Q: 20 clusters Score -1.443705e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140516 members 
Mstep: Class 2 contains 56888 members 
Mstep: Class 3 contains 11632 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175898 members 
Mstep: Class 6 contains 89327 members 
Mstep: Class 7 contains 50229 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160566 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7170 members 
Mstep: Class 13 contains 29286 members 
Mstep: Class 14 contains 28216 members 
Mstep: Class 15 contains 159544 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173437 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370416.000000 Penalty: 65528.617188
Iteration 209Q: 20 clusters Score -1.443704e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 56882 members 
Mstep: Class 3 contains 11632 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175918 members 
Mstep: Class 6 contains 89325 members 
Mstep: Class 7 contains 50227 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160563 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 29286 members 
Mstep: Class 14 contains 28238 members 
Mstep: Class 15 contains 159528 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173439 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370416.000000 Penalty: 65528.617188
Iteration 210Q: 20 clusters Score -1.443704e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 56877 members 
Mstep: Class 3 contains 11634 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175922 members 
Mstep: Class 6 contains 89325 members 
Mstep: Class 7 contains 50222 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160581 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 29288 members 
Mstep: Class 14 contains 28261 members 
Mstep: Class 15 contains 159511 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173435 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370288.000000 Penalty: 65528.617188
Iteration 211Q: 20 clusters Score -1.443703e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140490 members 
Mstep: Class 2 contains 56871 members 
Mstep: Class 3 contains 11634 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175921 members 
Mstep: Class 6 contains 89330 members 
Mstep: Class 7 contains 50218 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160589 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7143 members 
Mstep: Class 13 contains 29288 members 
Mstep: Class 14 contains 28283 members 
Mstep: Class 15 contains 159504 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173439 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370272.000000 Penalty: 65528.617188
Iteration 212Q: 20 clusters Score -1.443703e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140481 members 
Mstep: Class 2 contains 56871 members 
Mstep: Class 3 contains 11635 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175927 members 
Mstep: Class 6 contains 89338 members 
Mstep: Class 7 contains 50216 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160581 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7132 members 
Mstep: Class 13 contains 29286 members 
Mstep: Class 14 contains 28301 members 
Mstep: Class 15 contains 159507 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173436 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 20 clusters Score -1.443703e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140472 members 
Mstep: Class 2 contains 56866 members 
Mstep: Class 3 contains 11636 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175925 members 
Mstep: Class 6 contains 89343 members 
Mstep: Class 7 contains 50214 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160594 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 29286 members 
Mstep: Class 14 contains 28316 members 
Mstep: Class 15 contains 159503 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173436 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370448.000000 Penalty: 65528.617188
Iteration 214Q: 20 clusters Score -1.443704e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 56863 members 
Mstep: Class 3 contains 11636 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175927 members 
Mstep: Class 6 contains 89351 members 
Mstep: Class 7 contains 50208 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160583 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 29286 members 
Mstep: Class 14 contains 28334 members 
Mstep: Class 15 contains 159503 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173441 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 20 clusters Score -1.443704e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140459 members 
Mstep: Class 2 contains 56863 members 
Mstep: Class 3 contains 11638 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175924 members 
Mstep: Class 6 contains 89355 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160593 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7103 members 
Mstep: Class 13 contains 29285 members 
Mstep: Class 14 contains 28355 members 
Mstep: Class 15 contains 159488 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173439 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370512.000000 Penalty: 65528.617188
Iteration 216Q: 20 clusters Score -1.443705e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140451 members 
Mstep: Class 2 contains 56860 members 
Mstep: Class 3 contains 11638 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175938 members 
Mstep: Class 6 contains 89355 members 
Mstep: Class 7 contains 50198 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160603 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7091 members 
Mstep: Class 13 contains 29285 members 
Mstep: Class 14 contains 28378 members 
Mstep: Class 15 contains 159478 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173434 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 20 clusters Score -1.443705e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140441 members 
Mstep: Class 2 contains 56859 members 
Mstep: Class 3 contains 11640 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175955 members 
Mstep: Class 6 contains 89352 members 
Mstep: Class 7 contains 50191 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160601 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7087 members 
Mstep: Class 13 contains 29279 members 
Mstep: Class 14 contains 28401 members 
Mstep: Class 15 contains 159465 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173438 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 20 clusters Score -1.443707e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140432 members 
Mstep: Class 2 contains 56851 members 
Mstep: Class 3 contains 11641 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175978 members 
Mstep: Class 6 contains 89357 members 
Mstep: Class 7 contains 50186 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160593 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7085 members 
Mstep: Class 13 contains 29275 members 
Mstep: Class 14 contains 28419 members 
Mstep: Class 15 contains 159454 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173438 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370720.000000 Penalty: 65528.617188
Iteration 219Q: 20 clusters Score -1.443707e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140422 members 
Mstep: Class 2 contains 56845 members 
Mstep: Class 3 contains 11640 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175977 members 
Mstep: Class 6 contains 89360 members 
Mstep: Class 7 contains 50182 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160584 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7083 members 
Mstep: Class 13 contains 29276 members 
Mstep: Class 14 contains 28448 members 
Mstep: Class 15 contains 159452 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173441 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370624.000000 Penalty: 65528.617188
Iteration 220F: 20 clusters Score -1.443706e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140417 members 
Mstep: Class 2 contains 56841 members 
Mstep: Class 3 contains 11639 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175977 members 
Mstep: Class 6 contains 89362 members 
Mstep: Class 7 contains 50181 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160579 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7079 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 28471 members 
Mstep: Class 15 contains 159446 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173446 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 20 clusters Score -1.443706e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 56836 members 
Mstep: Class 3 contains 11639 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175977 members 
Mstep: Class 6 contains 89363 members 
Mstep: Class 7 contains 50181 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160557 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7075 members 
Mstep: Class 13 contains 29273 members 
Mstep: Class 14 contains 28495 members 
Mstep: Class 15 contains 159455 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173447 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370592.000000 Penalty: 65528.617188
Iteration 222Q: 20 clusters Score -1.443706e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140403 members 
Mstep: Class 2 contains 56838 members 
Mstep: Class 3 contains 11641 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175981 members 
Mstep: Class 6 contains 89361 members 
Mstep: Class 7 contains 50179 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160539 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7070 members 
Mstep: Class 13 contains 29276 members 
Mstep: Class 14 contains 28514 members 
Mstep: Class 15 contains 159457 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173451 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370656.000000 Penalty: 65528.617188
Iteration 223Q: 20 clusters Score -1.443707e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140401 members 
Mstep: Class 2 contains 56836 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 175992 members 
Mstep: Class 6 contains 89365 members 
Mstep: Class 7 contains 50178 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160521 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 29277 members 
Mstep: Class 14 contains 28538 members 
Mstep: Class 15 contains 159449 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173450 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 20 clusters Score -1.443707e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140389 members 
Mstep: Class 2 contains 56838 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176001 members 
Mstep: Class 6 contains 89367 members 
Mstep: Class 7 contains 50179 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160508 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7051 members 
Mstep: Class 13 contains 29279 members 
Mstep: Class 14 contains 28559 members 
Mstep: Class 15 contains 159443 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173453 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 225Q: 20 clusters Score -1.443707e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140381 members 
Mstep: Class 2 contains 56833 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176016 members 
Mstep: Class 6 contains 89371 members 
Mstep: Class 7 contains 50177 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160482 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 29279 members 
Mstep: Class 14 contains 28585 members 
Mstep: Class 15 contains 159438 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173461 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 20 clusters Score -1.443706e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140371 members 
Mstep: Class 2 contains 56830 members 
Mstep: Class 3 contains 11644 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176027 members 
Mstep: Class 6 contains 89375 members 
Mstep: Class 7 contains 50174 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160461 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 29279 members 
Mstep: Class 14 contains 28607 members 
Mstep: Class 15 contains 159432 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173473 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 227Q: 20 clusters Score -1.443705e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140360 members 
Mstep: Class 2 contains 56824 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176033 members 
Mstep: Class 6 contains 89378 members 
Mstep: Class 7 contains 50174 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160452 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 29277 members 
Mstep: Class 14 contains 28635 members 
Mstep: Class 15 contains 159436 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173469 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 20 clusters Score -1.443705e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140348 members 
Mstep: Class 2 contains 56819 members 
Mstep: Class 3 contains 11644 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176028 members 
Mstep: Class 6 contains 89379 members 
Mstep: Class 7 contains 50175 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160451 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 7021 members 
Mstep: Class 13 contains 29279 members 
Mstep: Class 14 contains 28656 members 
Mstep: Class 15 contains 159444 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173468 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 229Q: 20 clusters Score -1.443706e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140342 members 
Mstep: Class 2 contains 56816 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176024 members 
Mstep: Class 6 contains 89384 members 
Mstep: Class 7 contains 50174 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160443 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 29276 members 
Mstep: Class 14 contains 28676 members 
Mstep: Class 15 contains 159453 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173472 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 20 clusters Score -1.443705e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140342 members 
Mstep: Class 2 contains 56804 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176024 members 
Mstep: Class 6 contains 89385 members 
Mstep: Class 7 contains 50171 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160441 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6997 members 
Mstep: Class 13 contains 29279 members 
Mstep: Class 14 contains 28696 members 
Mstep: Class 15 contains 159456 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173474 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 231Q: 20 clusters Score -1.443705e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140347 members 
Mstep: Class 2 contains 56801 members 
Mstep: Class 3 contains 11644 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176029 members 
Mstep: Class 6 contains 89387 members 
Mstep: Class 7 contains 50169 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160434 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6986 members 
Mstep: Class 13 contains 29283 members 
Mstep: Class 14 contains 28708 members 
Mstep: Class 15 contains 159447 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 173477 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 232Q: 20 clusters Score -1.443707e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140347 members 
Mstep: Class 2 contains 56793 members 
Mstep: Class 3 contains 11647 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176032 members 
Mstep: Class 6 contains 89384 members 
Mstep: Class 7 contains 50164 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160427 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6983 members 
Mstep: Class 13 contains 29284 members 
Mstep: Class 14 contains 28725 members 
Mstep: Class 15 contains 159446 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 173478 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 233Q: 20 clusters Score -1.443707e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140347 members 
Mstep: Class 2 contains 56787 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176039 members 
Mstep: Class 6 contains 89384 members 
Mstep: Class 7 contains 50160 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160424 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6978 members 
Mstep: Class 13 contains 29287 members 
Mstep: Class 14 contains 28739 members 
Mstep: Class 15 contains 159444 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173475 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370624.000000 Penalty: 65528.617188
Iteration 234Q: 20 clusters Score -1.443706e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140345 members 
Mstep: Class 2 contains 56782 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176044 members 
Mstep: Class 6 contains 89386 members 
Mstep: Class 7 contains 50156 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160408 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6971 members 
Mstep: Class 13 contains 29291 members 
Mstep: Class 14 contains 28755 members 
Mstep: Class 15 contains 159455 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173471 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370640.000000 Penalty: 65528.617188
Iteration 235Q: 20 clusters Score -1.443706e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140349 members 
Mstep: Class 2 contains 56780 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176046 members 
Mstep: Class 6 contains 89387 members 
Mstep: Class 7 contains 50154 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160394 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 29293 members 
Mstep: Class 14 contains 28772 members 
Mstep: Class 15 contains 159455 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173469 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370592.000000 Penalty: 65528.617188
Iteration 236Q: 20 clusters Score -1.443706e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140343 members 
Mstep: Class 2 contains 56779 members 
Mstep: Class 3 contains 11647 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176048 members 
Mstep: Class 6 contains 89388 members 
Mstep: Class 7 contains 50152 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160389 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6961 members 
Mstep: Class 13 contains 29296 members 
Mstep: Class 14 contains 28784 members 
Mstep: Class 15 contains 159452 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173471 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370592.000000 Penalty: 65528.617188
Iteration 237Q: 20 clusters Score -1.443706e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140339 members 
Mstep: Class 2 contains 56776 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176049 members 
Mstep: Class 6 contains 89388 members 
Mstep: Class 7 contains 50149 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160396 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6956 members 
Mstep: Class 13 contains 29295 members 
Mstep: Class 14 contains 28800 members 
Mstep: Class 15 contains 159447 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173469 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370640.000000 Penalty: 65528.617188
Iteration 238Q: 20 clusters Score -1.443706e+08 nChanged 104
Entering ConstructFrom: 
Score: -144370640.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (140332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140332 members 
Entering Unmasked Estep 
Score: -18860418.000000 Penalty: 2939.238037
	Iteration 0F: 2 clusters Score -1.886042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -18766858.000000 Penalty: 5878.476074
	Iteration 0F: 3 clusters Score -1.876686e+07 nChanged 66817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -18805576.000000 Penalty: 5878.476074
	Iteration 1F: 3 clusters Score -1.880558e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -18806766.000000 Penalty: 5878.476074
	Iteration 2Q: 3 clusters Score -1.880677e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -18808386.000000 Penalty: 5878.476074
	Iteration 3Q: 3 clusters Score -1.880839e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 78690 members 
Entering Unmasked Estep 
Score: -18810368.000000 Penalty: 5878.476074
	Iteration 4Q: 3 clusters Score -1.881037e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -18813072.000000 Penalty: 5878.476074
	Iteration 5Q: 3 clusters Score -1.881307e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -18816920.000000 Penalty: 5878.476074
	Iteration 6F: 3 clusters Score -1.881692e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -18822548.000000 Penalty: 5878.476074
	Iteration 7F: 3 clusters Score -1.882255e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 105589 members 
Entering Unmasked Estep 
Score: -18830180.000000 Penalty: 5878.476074
	Iteration 8F: 3 clusters Score -1.883018e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 115311 members 
Entering Unmasked Estep 
Score: -18838532.000000 Penalty: 5878.476074
	Iteration 9F: 3 clusters Score -1.883853e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 123695 members 
Entering Unmasked Estep 
Score: -18846110.000000 Penalty: 5878.476074
	Iteration 10F: 3 clusters Score -1.884611e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 129804 members 
Entering Unmasked Estep 
Score: -18851524.000000 Penalty: 5878.476074
	Iteration 11Q: 3 clusters Score -1.885152e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 133828 members 
Entering Unmasked Estep 
Score: -18855310.000000 Penalty: 5878.476074
	Iteration 12Q: 3 clusters Score -1.885531e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 136182 members 
Entering Unmasked Estep 
Score: -18857394.000000 Penalty: 5878.476074
	Iteration 13Q: 3 clusters Score -1.885739e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 137501 members 
Entering Unmasked Estep 
Score: -18858500.000000 Penalty: 5878.476074
	Iteration 14Q: 3 clusters Score -1.88585e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 138241 members 
Entering Unmasked Estep 
Score: -18859084.000000 Penalty: 5878.476074
	Iteration 15Q: 3 clusters Score -1.885908e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 138637 members 
Entering Unmasked Estep 
Score: -18859322.000000 Penalty: 5878.476074
	Iteration 16Q: 3 clusters Score -1.885932e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 138841 members 
Entering Unmasked Estep 
Score: -18859450.000000 Penalty: 5878.476074
	Iteration 17Q: 3 clusters Score -1.885945e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 138968 members 
Entering Unmasked Estep 
Score: -18859526.000000 Penalty: 5878.476074
	Iteration 18Q: 3 clusters Score -1.885953e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 139054 members 
Entering Unmasked Estep 
Score: -18859566.000000 Penalty: 5878.476074
	Iteration 19Q: 3 clusters Score -1.885957e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 139092 members 
Entering Unmasked Estep 
Score: -18859618.000000 Penalty: 5878.476074
	Iteration 20F: 3 clusters Score -1.885962e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 139111 members 
Entering Unmasked Estep 
Score: -18859656.000000 Penalty: 5878.476074
	Iteration 21Q: 3 clusters Score -1.885966e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 139133 members 
Entering Unmasked Estep 
Score: -18859644.000000 Penalty: 5878.476074
	Iteration 22Q: 3 clusters Score -1.885964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 139141 members 
Entering Unmasked Estep 
Score: -18859644.000000 Penalty: 5878.476074
	Iteration 23Q: 3 clusters Score -1.885964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 139149 members 
Entering Unmasked Estep 
Score: -18859652.000000 Penalty: 5878.476074
	Iteration 24Q: 3 clusters Score -1.885965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 139161 members 
Entering Unmasked Estep 
Score: -18859652.000000 Penalty: 5878.476074
	Iteration 25Q: 3 clusters Score -1.885965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 139163 members 
Entering Unmasked Estep 
Score: -18859652.000000 Penalty: 5878.476074
	Iteration 26Q: 3 clusters Score -1.885965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -18859638.000000 Penalty: 5878.476074
	Iteration 27Q: 3 clusters Score -1.885964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 139172 members 
Entering Unmasked Estep 
Score: -18859652.000000 Penalty: 5878.476074
	Iteration 28Q: 3 clusters Score -1.885965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 139173 members 
Entering Unmasked Estep 
Score: -18859648.000000 Penalty: 5878.476074
	Iteration 29Q: 3 clusters Score -1.885965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 139176 members 
Entering Unmasked Estep 
Score: -18859658.000000 Penalty: 5878.476074
	Iteration 30Q: 3 clusters Score -1.885966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 139178 members 
Entering Unmasked Estep 
Score: -18859648.000000 Penalty: 5878.476074
	Iteration 31Q: 3 clusters Score -1.885965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 139180 members 
Entering Unmasked Estep 
Score: -18859654.000000 Penalty: 5878.476074
	Iteration 32Q: 3 clusters Score -1.885965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 139180 members 
Entering Unmasked Estep 
Score: -18859654.000000 Penalty: 5878.476074
	Iteration 33F: 3 clusters Score -1.885965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Entering Unmasked Estep 
Score: -7711160.500000 Penalty: 2714.797119
	Iteration 0F: 2 clusters Score -7711160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -7672910.500000 Penalty: 5429.594238
	Iteration 0F: 3 clusters Score -7672910 nChanged 26499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -7687724.000000 Penalty: 5429.594238
	Iteration 1F: 3 clusters Score -7687724 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -7688508.500000 Penalty: 5429.594238
	Iteration 2Q: 3 clusters Score -7688508 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -7689594.000000 Penalty: 5429.594238
	Iteration 3Q: 3 clusters Score -7689594 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -7691174.500000 Penalty: 5429.594238
	Iteration 4F: 3 clusters Score -7691174 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -7693377.000000 Penalty: 5429.594238
	Iteration 5F: 3 clusters Score -7693377 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -7696144.000000 Penalty: 5429.594238
	Iteration 6F: 3 clusters Score -7696144 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -7699668.500000 Penalty: 5429.594238
	Iteration 7F: 3 clusters Score -7699668 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -7702646.000000 Penalty: 5429.594238
	Iteration 8F: 3 clusters Score -7702646 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -7704663.500000 Penalty: 5429.594238
	Iteration 9Q: 3 clusters Score -7704664 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -7705845.000000 Penalty: 5429.594238
	Iteration 10Q: 3 clusters Score -7705845 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -7706521.500000 Penalty: 5429.594238
	Iteration 11Q: 3 clusters Score -7706522 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -7707072.000000 Penalty: 5429.594238
	Iteration 12Q: 3 clusters Score -7707072 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -7707596.500000 Penalty: 5429.594238
	Iteration 13Q: 3 clusters Score -7707596 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -7707995.000000 Penalty: 5429.594238
	Iteration 14Q: 3 clusters Score -7707995 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -7708321.000000 Penalty: 5429.594238
	Iteration 15Q: 3 clusters Score -7708321 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -7708580.000000 Penalty: 5429.594238
	Iteration 16Q: 3 clusters Score -7708580 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -7708786.000000 Penalty: 5429.594238
	Iteration 17Q: 3 clusters Score -7708786 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -7708974.500000 Penalty: 5429.594238
	Iteration 18Q: 3 clusters Score -7708974 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -7709085.000000 Penalty: 5429.594238
	Iteration 19Q: 3 clusters Score -7709085 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -7709184.500000 Penalty: 5429.594238
	Iteration 20F: 3 clusters Score -7709184 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -7709282.500000 Penalty: 5429.594238
	Iteration 21Q: 3 clusters Score -7709282 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -7709348.500000 Penalty: 5429.594238
	Iteration 22Q: 3 clusters Score -7709348 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -7709427.000000 Penalty: 5429.594238
	Iteration 23Q: 3 clusters Score -7709427 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -7709485.500000 Penalty: 5429.594238
	Iteration 24Q: 3 clusters Score -7709486 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -7709525.000000 Penalty: 5429.594238
	Iteration 25Q: 3 clusters Score -7709525 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -7709553.500000 Penalty: 5429.594238
	Iteration 26Q: 3 clusters Score -7709554 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -7709590.000000 Penalty: 5429.594238
	Iteration 27Q: 3 clusters Score -7709590 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -7709636.500000 Penalty: 5429.594238
	Iteration 28Q: 3 clusters Score -7709636 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -7709661.500000 Penalty: 5429.594238
	Iteration 29Q: 3 clusters Score -7709662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -7709681.500000 Penalty: 5429.594238
	Iteration 30Q: 3 clusters Score -7709682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -7709694.500000 Penalty: 5429.594238
	Iteration 31Q: 3 clusters Score -7709694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -7709723.500000 Penalty: 5429.594238
	Iteration 32Q: 3 clusters Score -7709724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -7709740.000000 Penalty: 5429.594238
	Iteration 33Q: 3 clusters Score -7709740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -7709736.000000 Penalty: 5429.594238
	Iteration 34Q: 3 clusters Score -7709736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -7709739.000000 Penalty: 5429.594238
	Iteration 35Q: 3 clusters Score -7709739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -7709747.000000 Penalty: 5429.594238
	Iteration 36Q: 3 clusters Score -7709747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -7709751.500000 Penalty: 5429.594238
	Iteration 37Q: 3 clusters Score -7709752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -7709743.500000 Penalty: 5429.594238
	Iteration 38Q: 3 clusters Score -7709744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -7709748.500000 Penalty: 5429.594238
	Iteration 39Q: 3 clusters Score -7709748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -7709751.000000 Penalty: 5429.594238
	Iteration 40F: 3 clusters Score -7709751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -7709754.000000 Penalty: 5429.594238
	Iteration 41Q: 3 clusters Score -7709754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -7709746.500000 Penalty: 5429.594238
	Iteration 42Q: 3 clusters Score -7709746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -7709751.500000 Penalty: 5429.594238
	Iteration 43Q: 3 clusters Score -7709752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -7709754.500000 Penalty: 5429.594238
	Iteration 44Q: 3 clusters Score -7709754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -7709767.000000 Penalty: 5429.594238
	Iteration 45Q: 3 clusters Score -7709767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -7709763.500000 Penalty: 5429.594238
	Iteration 46Q: 3 clusters Score -7709764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -7709759.500000 Penalty: 5429.594238
	Iteration 47Q: 3 clusters Score -7709760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -7709762.000000 Penalty: 5429.594238
	Iteration 48Q: 3 clusters Score -7709762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -7709763.000000 Penalty: 5429.594238
	Iteration 49Q: 3 clusters Score -7709763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -7709764.000000 Penalty: 5429.594238
	Iteration 50Q: 3 clusters Score -7709764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -7709760.500000 Penalty: 5429.594238
	Iteration 51Q: 3 clusters Score -7709760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -7709760.000000 Penalty: 5429.594238
	Iteration 52Q: 3 clusters Score -7709760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -7709760.000000 Penalty: 5429.594238
	Iteration 53Q: 3 clusters Score -7709760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -7709761.500000 Penalty: 5429.594238
	Iteration 54Q: 3 clusters Score -7709762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -7709758.000000 Penalty: 5429.594238
	Iteration 55Q: 3 clusters Score -7709758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -7709757.500000 Penalty: 5429.594238
	Iteration 56Q: 3 clusters Score -7709758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -7709765.500000 Penalty: 5429.594238
	Iteration 57Q: 3 clusters Score -7709766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -7709765.500000 Penalty: 5429.594238
	Iteration 58F: 3 clusters Score -7709766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Entering Unmasked Estep 
Score: -1487110.625000 Penalty: 2321.953857
	Iteration 0F: 2 clusters Score -1487111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1478497.875000 Penalty: 4643.907715
	Iteration 0F: 3 clusters Score -1478498 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1481445.000000 Penalty: 4643.907715
	Iteration 1F: 3 clusters Score -1481445 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1482271.625000 Penalty: 4643.907715
	Iteration 2F: 3 clusters Score -1482272 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1483129.375000 Penalty: 4643.907715
	Iteration 3F: 3 clusters Score -1483129 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1484108.750000 Penalty: 4643.907715
	Iteration 4F: 3 clusters Score -1484109 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1485046.750000 Penalty: 4643.907715
	Iteration 5F: 3 clusters Score -1485047 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1485831.000000 Penalty: 4643.907715
	Iteration 6F: 3 clusters Score -1485831 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1486430.750000 Penalty: 4643.907715
	Iteration 7Q: 3 clusters Score -1486431 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1486852.250000 Penalty: 4643.907715
	Iteration 8Q: 3 clusters Score -1486852 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1487165.000000 Penalty: 4643.907715
	Iteration 9Q: 3 clusters Score -1487165 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1487334.750000 Penalty: 4643.907715
	Iteration 10Q: 3 clusters Score -1487335 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1487406.875000 Penalty: 4643.907715
	Iteration 11Q: 3 clusters Score -1487407 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1487444.750000 Penalty: 4643.907715
	Iteration 12Q: 3 clusters Score -1487445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1487476.000000 Penalty: 4643.907715
	Iteration 13Q: 3 clusters Score -1487476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1487496.375000 Penalty: 4643.907715
	Iteration 14Q: 3 clusters Score -1487496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1487509.625000 Penalty: 4643.907715
	Iteration 15Q: 3 clusters Score -1487510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1487518.750000 Penalty: 4643.907715
	Iteration 16Q: 3 clusters Score -1487519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1487527.125000 Penalty: 4643.907715
	Iteration 17Q: 3 clusters Score -1487527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1487530.500000 Penalty: 4643.907715
	Iteration 18Q: 3 clusters Score -1487530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1487531.375000 Penalty: 4643.907715
	Iteration 19Q: 3 clusters Score -1487531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1487534.375000 Penalty: 4643.907715
	Iteration 20F: 3 clusters Score -1487534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1487538.125000 Penalty: 4643.907715
	Iteration 21Q: 3 clusters Score -1487538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1487541.125000 Penalty: 4643.907715
	Iteration 22Q: 3 clusters Score -1487541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1487543.750000 Penalty: 4643.907715
	Iteration 23Q: 3 clusters Score -1487544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1487543.750000 Penalty: 4643.907715
	Iteration 24Q: 3 clusters Score -1487544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1487544.250000 Penalty: 4643.907715
	Iteration 25Q: 3 clusters Score -1487544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1487544.250000 Penalty: 4643.907715
	Iteration 26F: 3 clusters Score -1487544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140332 members 
Mstep: Class 2 contains 56770 members 
Mstep: Class 3 contains 10141 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176045 members 
Mstep: Class 6 contains 89392 members 
Mstep: Class 7 contains 50146 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160406 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6948 members 
Mstep: Class 13 contains 29295 members 
Mstep: Class 14 contains 28810 members 
Mstep: Class 15 contains 159452 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173469 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 1505 members 
Entering Unmasked Estep 
Score: -144369888.000000 Penalty: 68977.492188
Splitting cluster 3 changes total score from -144370640.000000 to -144369888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -90317.343750 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -90317.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88709.687500 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -88709.69 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89280.148438 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -89280.15 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89931.562500 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -89931.56 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90388.968750 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -90388.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90566.453125 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -90566.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90680.007812 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -90680.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90763.343750 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -90763.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -90883.671875 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -90883.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90965.007812 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -90965.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91020.375000 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -91020.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91041.804688 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -91041.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91053.406250 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -91053.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91062.117188 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -91062.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91066.406250 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -91066.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91068.937500 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -91068.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91068.937500 Penalty: 3306.179199
	Iteration 15F: 3 clusters Score -91068.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140332 members 
Mstep: Class 2 contains 56770 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 176045 members 
Mstep: Class 6 contains 89392 members 
Mstep: Class 7 contains 50146 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160406 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6948 members 
Mstep: Class 13 contains 29295 members 
Mstep: Class 14 contains 28810 members 
Mstep: Class 15 contains 159452 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173469 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 299 members 
Entering Unmasked Estep 
Score: -144369760.000000 Penalty: 68977.492188
Splitting cluster 4 changes total score from -144370640.000000 to -144369760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (176045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176045 members 
Entering Unmasked Estep 
Score: -23580592.000000 Penalty: 2995.466797
	Iteration 0F: 2 clusters Score -2.358059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -23465630.000000 Penalty: 5990.933594
	Iteration 0F: 3 clusters Score -2.346563e+07 nChanged 83994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 88612 members 
Entering Unmasked Estep 
Score: -23514622.000000 Penalty: 5990.933594
	Iteration 1F: 3 clusters Score -2.351462e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
Score: -23515350.000000 Penalty: 5990.933594
	Iteration 2Q: 3 clusters Score -2.351535e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -23516754.000000 Penalty: 5990.933594
	Iteration 3Q: 3 clusters Score -2.351675e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -23518392.000000 Penalty: 5990.933594
	Iteration 4Q: 3 clusters Score -2.351839e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -23521328.000000 Penalty: 5990.933594
	Iteration 5Q: 3 clusters Score -2.352133e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -23526882.000000 Penalty: 5990.933594
	Iteration 6F: 3 clusters Score -2.352688e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -23535992.000000 Penalty: 5990.933594
	Iteration 7F: 3 clusters Score -2.353599e+07 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 112536 members 
Entering Unmasked Estep 
Score: -23548174.000000 Penalty: 5990.933594
	Iteration 8F: 3 clusters Score -2.354817e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 118139 members 
Entering Unmasked Estep 
Score: -23558836.000000 Penalty: 5990.933594
	Iteration 9F: 3 clusters Score -2.355884e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 121906 members 
Entering Unmasked Estep 
Score: -23564064.000000 Penalty: 5990.933594
	Iteration 10F: 3 clusters Score -2.356406e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 124967 members 
Entering Unmasked Estep 
Score: -23566430.000000 Penalty: 5990.933594
	Iteration 11Q: 3 clusters Score -2.356643e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 127902 members 
Entering Unmasked Estep 
Score: -23568324.000000 Penalty: 5990.933594
	Iteration 12Q: 3 clusters Score -2.356832e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 130839 members 
Entering Unmasked Estep 
Score: -23569888.000000 Penalty: 5990.933594
	Iteration 13Q: 3 clusters Score -2.356989e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 133630 members 
Entering Unmasked Estep 
Score: -23571534.000000 Penalty: 5990.933594
	Iteration 14Q: 3 clusters Score -2.357153e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 136288 members 
Entering Unmasked Estep 
Score: -23572868.000000 Penalty: 5990.933594
	Iteration 15Q: 3 clusters Score -2.357287e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 138655 members 
Entering Unmasked Estep 
Score: -23573980.000000 Penalty: 5990.933594
	Iteration 16Q: 3 clusters Score -2.357398e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 140853 members 
Entering Unmasked Estep 
Score: -23574892.000000 Penalty: 5990.933594
	Iteration 17Q: 3 clusters Score -2.357489e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 142848 members 
Entering Unmasked Estep 
Score: -23575518.000000 Penalty: 5990.933594
	Iteration 18Q: 3 clusters Score -2.357552e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 144690 members 
Entering Unmasked Estep 
Score: -23576086.000000 Penalty: 5990.933594
	Iteration 19Q: 3 clusters Score -2.357609e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 146301 members 
Entering Unmasked Estep 
Score: -23576556.000000 Penalty: 5990.933594
	Iteration 20F: 3 clusters Score -2.357656e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 147828 members 
Entering Unmasked Estep 
Score: -23577022.000000 Penalty: 5990.933594
	Iteration 21Q: 3 clusters Score -2.357702e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 149285 members 
Entering Unmasked Estep 
Score: -23577594.000000 Penalty: 5990.933594
	Iteration 22Q: 3 clusters Score -2.357759e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -23577956.000000 Penalty: 5990.933594
	Iteration 23Q: 3 clusters Score -2.357796e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -23578214.000000 Penalty: 5990.933594
	Iteration 24Q: 3 clusters Score -2.357821e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 153022 members 
Entering Unmasked Estep 
Score: -23578374.000000 Penalty: 5990.933594
	Iteration 25Q: 3 clusters Score -2.357837e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 154114 members 
Entering Unmasked Estep 
Score: -23578632.000000 Penalty: 5990.933594
	Iteration 26Q: 3 clusters Score -2.357863e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 155113 members 
Entering Unmasked Estep 
Score: -23578768.000000 Penalty: 5990.933594
	Iteration 27Q: 3 clusters Score -2.357877e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 156088 members 
Entering Unmasked Estep 
Score: -23578860.000000 Penalty: 5990.933594
	Iteration 28Q: 3 clusters Score -2.357886e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 157044 members 
Entering Unmasked Estep 
Score: -23579122.000000 Penalty: 5990.933594
	Iteration 29Q: 3 clusters Score -2.357912e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 157955 members 
Entering Unmasked Estep 
Score: -23579300.000000 Penalty: 5990.933594
	Iteration 30Q: 3 clusters Score -2.35793e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 158811 members 
Entering Unmasked Estep 
Score: -23579362.000000 Penalty: 5990.933594
	Iteration 31Q: 3 clusters Score -2.357936e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 159658 members 
Entering Unmasked Estep 
Score: -23579420.000000 Penalty: 5990.933594
	Iteration 32Q: 3 clusters Score -2.357942e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 160398 members 
Entering Unmasked Estep 
Score: -23579456.000000 Penalty: 5990.933594
	Iteration 33Q: 3 clusters Score -2.357946e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 161122 members 
Entering Unmasked Estep 
Score: -23579530.000000 Penalty: 5990.933594
	Iteration 34Q: 3 clusters Score -2.357953e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 161789 members 
Entering Unmasked Estep 
Score: -23579554.000000 Penalty: 5990.933594
	Iteration 35Q: 3 clusters Score -2.357955e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 162398 members 
Entering Unmasked Estep 
Score: -23579532.000000 Penalty: 5990.933594
	Iteration 36Q: 3 clusters Score -2.357953e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -23579608.000000 Penalty: 5990.933594
	Iteration 37Q: 3 clusters Score -2.357961e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 163517 members 
Entering Unmasked Estep 
Score: -23579564.000000 Penalty: 5990.933594
	Iteration 38Q: 3 clusters Score -2.357956e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 164050 members 
Entering Unmasked Estep 
Score: -23579554.000000 Penalty: 5990.933594
	Iteration 39Q: 3 clusters Score -2.357955e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -23579510.000000 Penalty: 5990.933594
	Iteration 40F: 3 clusters Score -2.357951e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 165020 members 
Entering Unmasked Estep 
Score: -23579544.000000 Penalty: 5990.933594
	Iteration 41Q: 3 clusters Score -2.357954e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 165403 members 
Entering Unmasked Estep 
Score: -23579528.000000 Penalty: 5990.933594
	Iteration 42Q: 3 clusters Score -2.357953e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 165755 members 
Entering Unmasked Estep 
Score: -23579500.000000 Penalty: 5990.933594
	Iteration 43Q: 3 clusters Score -2.35795e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 166093 members 
Entering Unmasked Estep 
Score: -23579456.000000 Penalty: 5990.933594
	Iteration 44Q: 3 clusters Score -2.357946e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 166396 members 
Entering Unmasked Estep 
Score: -23579452.000000 Penalty: 5990.933594
	Iteration 45Q: 3 clusters Score -2.357945e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 166671 members 
Entering Unmasked Estep 
Score: -23579410.000000 Penalty: 5990.933594
	Iteration 46Q: 3 clusters Score -2.357941e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 166936 members 
Entering Unmasked Estep 
Score: -23579436.000000 Penalty: 5990.933594
	Iteration 47Q: 3 clusters Score -2.357944e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 167198 members 
Entering Unmasked Estep 
Score: -23579438.000000 Penalty: 5990.933594
	Iteration 48Q: 3 clusters Score -2.357944e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -23579460.000000 Penalty: 5990.933594
	Iteration 49Q: 3 clusters Score -2.357946e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 167664 members 
Entering Unmasked Estep 
Score: -23579426.000000 Penalty: 5990.933594
	Iteration 50Q: 3 clusters Score -2.357943e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 167867 members 
Entering Unmasked Estep 
Score: -23579418.000000 Penalty: 5990.933594
	Iteration 51Q: 3 clusters Score -2.357942e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 168078 members 
Entering Unmasked Estep 
Score: -23579468.000000 Penalty: 5990.933594
	Iteration 52Q: 3 clusters Score -2.357947e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 168272 members 
Entering Unmasked Estep 
Score: -23579414.000000 Penalty: 5990.933594
	Iteration 53Q: 3 clusters Score -2.357941e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 168459 members 
Entering Unmasked Estep 
Score: -23579400.000000 Penalty: 5990.933594
	Iteration 54Q: 3 clusters Score -2.35794e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -23579426.000000 Penalty: 5990.933594
	Iteration 55Q: 3 clusters Score -2.357943e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 168788 members 
Entering Unmasked Estep 
Score: -23579450.000000 Penalty: 5990.933594
	Iteration 56Q: 3 clusters Score -2.357945e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 168951 members 
Entering Unmasked Estep 
Score: -23579438.000000 Penalty: 5990.933594
	Iteration 57Q: 3 clusters Score -2.357944e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 169126 members 
Entering Unmasked Estep 
Score: -23579418.000000 Penalty: 5990.933594
	Iteration 58Q: 3 clusters Score -2.357942e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 169290 members 
Entering Unmasked Estep 
Score: -23579328.000000 Penalty: 5990.933594
	Iteration 59Q: 3 clusters Score -2.357933e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 169445 members 
Entering Unmasked Estep 
Score: -23579324.000000 Penalty: 5990.933594
	Iteration 60F: 3 clusters Score -2.357932e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 169587 members 
Entering Unmasked Estep 
Score: -23579324.000000 Penalty: 5990.933594
	Iteration 61Q: 3 clusters Score -2.357932e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 169711 members 
Entering Unmasked Estep 
Score: -23579338.000000 Penalty: 5990.933594
	Iteration 62Q: 3 clusters Score -2.357934e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 169851 members 
Entering Unmasked Estep 
Score: -23579320.000000 Penalty: 5990.933594
	Iteration 63Q: 3 clusters Score -2.357932e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 169995 members 
Entering Unmasked Estep 
Score: -23579272.000000 Penalty: 5990.933594
	Iteration 64Q: 3 clusters Score -2.357927e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 170135 members 
Entering Unmasked Estep 
Score: -23579274.000000 Penalty: 5990.933594
	Iteration 65Q: 3 clusters Score -2.357927e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 170246 members 
Entering Unmasked Estep 
Score: -23579296.000000 Penalty: 5990.933594
	Iteration 66Q: 3 clusters Score -2.35793e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 170341 members 
Entering Unmasked Estep 
Score: -23579304.000000 Penalty: 5990.933594
	Iteration 67Q: 3 clusters Score -2.35793e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 170435 members 
Entering Unmasked Estep 
Score: -23579296.000000 Penalty: 5990.933594
	Iteration 68Q: 3 clusters Score -2.35793e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 170516 members 
Entering Unmasked Estep 
Score: -23579260.000000 Penalty: 5990.933594
	Iteration 69Q: 3 clusters Score -2.357926e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 170606 members 
Entering Unmasked Estep 
Score: -23579248.000000 Penalty: 5990.933594
	Iteration 70Q: 3 clusters Score -2.357925e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 170691 members 
Entering Unmasked Estep 
Score: -23579232.000000 Penalty: 5990.933594
	Iteration 71Q: 3 clusters Score -2.357923e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 170767 members 
Entering Unmasked Estep 
Score: -23579210.000000 Penalty: 5990.933594
	Iteration 72Q: 3 clusters Score -2.357921e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 170825 members 
Entering Unmasked Estep 
Score: -23579234.000000 Penalty: 5990.933594
	Iteration 73Q: 3 clusters Score -2.357923e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 170876 members 
Entering Unmasked Estep 
Score: -23579214.000000 Penalty: 5990.933594
	Iteration 74Q: 3 clusters Score -2.357921e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -23579168.000000 Penalty: 5990.933594
	Iteration 75Q: 3 clusters Score -2.357917e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 170996 members 
Entering Unmasked Estep 
Score: -23579152.000000 Penalty: 5990.933594
	Iteration 76Q: 3 clusters Score -2.357915e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 171057 members 
Entering Unmasked Estep 
Score: -23579164.000000 Penalty: 5990.933594
	Iteration 77Q: 3 clusters Score -2.357916e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 171113 members 
Entering Unmasked Estep 
Score: -23579172.000000 Penalty: 5990.933594
	Iteration 78Q: 3 clusters Score -2.357917e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 171162 members 
Entering Unmasked Estep 
Score: -23579190.000000 Penalty: 5990.933594
	Iteration 79Q: 3 clusters Score -2.357919e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 171213 members 
Entering Unmasked Estep 
Score: -23579172.000000 Penalty: 5990.933594
	Iteration 80F: 3 clusters Score -2.357917e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -23579178.000000 Penalty: 5990.933594
	Iteration 81Q: 3 clusters Score -2.357918e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 171305 members 
Entering Unmasked Estep 
Score: -23579164.000000 Penalty: 5990.933594
	Iteration 82Q: 3 clusters Score -2.357916e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 171346 members 
Entering Unmasked Estep 
Score: -23579152.000000 Penalty: 5990.933594
	Iteration 83Q: 3 clusters Score -2.357915e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 171388 members 
Entering Unmasked Estep 
Score: -23579128.000000 Penalty: 5990.933594
	Iteration 84Q: 3 clusters Score -2.357913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 171427 members 
Entering Unmasked Estep 
Score: -23579092.000000 Penalty: 5990.933594
	Iteration 85Q: 3 clusters Score -2.357909e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 171467 members 
Entering Unmasked Estep 
Score: -23579066.000000 Penalty: 5990.933594
	Iteration 86Q: 3 clusters Score -2.357907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -23579082.000000 Penalty: 5990.933594
	Iteration 87Q: 3 clusters Score -2.357908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 171540 members 
Entering Unmasked Estep 
Score: -23579040.000000 Penalty: 5990.933594
	Iteration 88Q: 3 clusters Score -2.357904e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -23579042.000000 Penalty: 5990.933594
	Iteration 89Q: 3 clusters Score -2.357904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -23579046.000000 Penalty: 5990.933594
	Iteration 90Q: 3 clusters Score -2.357905e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 171637 members 
Entering Unmasked Estep 
Score: -23579042.000000 Penalty: 5990.933594
	Iteration 91Q: 3 clusters Score -2.357904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 171668 members 
Entering Unmasked Estep 
Score: -23579050.000000 Penalty: 5990.933594
	Iteration 92Q: 3 clusters Score -2.357905e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 171699 members 
Entering Unmasked Estep 
Score: -23579032.000000 Penalty: 5990.933594
	Iteration 93Q: 3 clusters Score -2.357903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -23579060.000000 Penalty: 5990.933594
	Iteration 94Q: 3 clusters Score -2.357906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 171758 members 
Entering Unmasked Estep 
Score: -23579036.000000 Penalty: 5990.933594
	Iteration 95Q: 3 clusters Score -2.357904e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 171793 members 
Entering Unmasked Estep 
Score: -23579050.000000 Penalty: 5990.933594
	Iteration 96Q: 3 clusters Score -2.357905e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 171846 members 
Entering Unmasked Estep 
Score: -23579030.000000 Penalty: 5990.933594
	Iteration 97Q: 3 clusters Score -2.357903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 171885 members 
Entering Unmasked Estep 
Score: -23579012.000000 Penalty: 5990.933594
	Iteration 98Q: 3 clusters Score -2.357901e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 171922 members 
Entering Unmasked Estep 
Score: -23578992.000000 Penalty: 5990.933594
	Iteration 99Q: 3 clusters Score -2.357899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 171951 members 
Entering Unmasked Estep 
Score: -23579000.000000 Penalty: 5990.933594
	Iteration 100F: 3 clusters Score -2.3579e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 171975 members 
Entering Unmasked Estep 
Score: -23578956.000000 Penalty: 5990.933594
	Iteration 101Q: 3 clusters Score -2.357896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 171997 members 
Entering Unmasked Estep 
Score: -23578940.000000 Penalty: 5990.933594
	Iteration 102Q: 3 clusters Score -2.357894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 172015 members 
Entering Unmasked Estep 
Score: -23578932.000000 Penalty: 5990.933594
	Iteration 103Q: 3 clusters Score -2.357893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 172025 members 
Entering Unmasked Estep 
Score: -23578934.000000 Penalty: 5990.933594
	Iteration 104Q: 3 clusters Score -2.357893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 172045 members 
Entering Unmasked Estep 
Score: -23578954.000000 Penalty: 5990.933594
	Iteration 105Q: 3 clusters Score -2.357895e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 172070 members 
Entering Unmasked Estep 
Score: -23578950.000000 Penalty: 5990.933594
	Iteration 106Q: 3 clusters Score -2.357895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 172090 members 
Entering Unmasked Estep 
Score: -23578934.000000 Penalty: 5990.933594
	Iteration 107Q: 3 clusters Score -2.357893e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -23578928.000000 Penalty: 5990.933594
	Iteration 108Q: 3 clusters Score -2.357893e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 172147 members 
Entering Unmasked Estep 
Score: -23578918.000000 Penalty: 5990.933594
	Iteration 109Q: 3 clusters Score -2.357892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 172173 members 
Entering Unmasked Estep 
Score: -23578870.000000 Penalty: 5990.933594
	Iteration 110Q: 3 clusters Score -2.357887e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 172198 members 
Entering Unmasked Estep 
Score: -23578878.000000 Penalty: 5990.933594
	Iteration 111Q: 3 clusters Score -2.357888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 172214 members 
Entering Unmasked Estep 
Score: -23578884.000000 Penalty: 5990.933594
	Iteration 112Q: 3 clusters Score -2.357888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 172229 members 
Entering Unmasked Estep 
Score: -23578910.000000 Penalty: 5990.933594
	Iteration 113Q: 3 clusters Score -2.357891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -23578920.000000 Penalty: 5990.933594
	Iteration 114Q: 3 clusters Score -2.357892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 172261 members 
Entering Unmasked Estep 
Score: -23578924.000000 Penalty: 5990.933594
	Iteration 115Q: 3 clusters Score -2.357892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 172278 members 
Entering Unmasked Estep 
Score: -23578932.000000 Penalty: 5990.933594
	Iteration 116Q: 3 clusters Score -2.357893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 172297 members 
Entering Unmasked Estep 
Score: -23578914.000000 Penalty: 5990.933594
	Iteration 117Q: 3 clusters Score -2.357891e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 172319 members 
Entering Unmasked Estep 
Score: -23578908.000000 Penalty: 5990.933594
	Iteration 118Q: 3 clusters Score -2.357891e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 172344 members 
Entering Unmasked Estep 
Score: -23578900.000000 Penalty: 5990.933594
	Iteration 119Q: 3 clusters Score -2.35789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 172369 members 
Entering Unmasked Estep 
Score: -23578868.000000 Penalty: 5990.933594
	Iteration 120F: 3 clusters Score -2.357887e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 172395 members 
Entering Unmasked Estep 
Score: -23578892.000000 Penalty: 5990.933594
	Iteration 121Q: 3 clusters Score -2.357889e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 172422 members 
Entering Unmasked Estep 
Score: -23578880.000000 Penalty: 5990.933594
	Iteration 122Q: 3 clusters Score -2.357888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 172442 members 
Entering Unmasked Estep 
Score: -23578888.000000 Penalty: 5990.933594
	Iteration 123Q: 3 clusters Score -2.357889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 172463 members 
Entering Unmasked Estep 
Score: -23578884.000000 Penalty: 5990.933594
	Iteration 124Q: 3 clusters Score -2.357888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 172479 members 
Entering Unmasked Estep 
Score: -23578872.000000 Penalty: 5990.933594
	Iteration 125Q: 3 clusters Score -2.357887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 172494 members 
Entering Unmasked Estep 
Score: -23578882.000000 Penalty: 5990.933594
	Iteration 126Q: 3 clusters Score -2.357888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 172508 members 
Entering Unmasked Estep 
Score: -23578852.000000 Penalty: 5990.933594
	Iteration 127Q: 3 clusters Score -2.357885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 172521 members 
Entering Unmasked Estep 
Score: -23578858.000000 Penalty: 5990.933594
	Iteration 128Q: 3 clusters Score -2.357886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 172531 members 
Entering Unmasked Estep 
Score: -23578842.000000 Penalty: 5990.933594
	Iteration 129Q: 3 clusters Score -2.357884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 172538 members 
Entering Unmasked Estep 
Score: -23578858.000000 Penalty: 5990.933594
	Iteration 130Q: 3 clusters Score -2.357886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 172546 members 
Entering Unmasked Estep 
Score: -23578868.000000 Penalty: 5990.933594
	Iteration 131Q: 3 clusters Score -2.357887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 172554 members 
Entering Unmasked Estep 
Score: -23578846.000000 Penalty: 5990.933594
	Iteration 132Q: 3 clusters Score -2.357885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 172562 members 
Entering Unmasked Estep 
Score: -23578844.000000 Penalty: 5990.933594
	Iteration 133Q: 3 clusters Score -2.357884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 172568 members 
Entering Unmasked Estep 
Score: -23578832.000000 Penalty: 5990.933594
	Iteration 134Q: 3 clusters Score -2.357883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 172571 members 
Entering Unmasked Estep 
Score: -23578858.000000 Penalty: 5990.933594
	Iteration 135Q: 3 clusters Score -2.357886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 172573 members 
Entering Unmasked Estep 
Score: -23578842.000000 Penalty: 5990.933594
	Iteration 136Q: 3 clusters Score -2.357884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 172576 members 
Entering Unmasked Estep 
Score: -23578834.000000 Penalty: 5990.933594
	Iteration 137Q: 3 clusters Score -2.357883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 172577 members 
Entering Unmasked Estep 
Score: -23578828.000000 Penalty: 5990.933594
	Iteration 138Q: 3 clusters Score -2.357883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 172579 members 
Entering Unmasked Estep 
Score: -23578834.000000 Penalty: 5990.933594
	Iteration 139Q: 3 clusters Score -2.357883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 172579 members 
Entering Unmasked Estep 
Score: -23578834.000000 Penalty: 5990.933594
	Iteration 140F: 3 clusters Score -2.357883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Entering Unmasked Estep 
Score: -11977786.000000 Penalty: 2827.395020
	Iteration 0F: 2 clusters Score -1.197779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -11917890.000000 Penalty: 5654.790039
	Iteration 0F: 3 clusters Score -1.191789e+07 nChanged 42129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -11942109.000000 Penalty: 5654.790039
	Iteration 1F: 3 clusters Score -1.194211e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -11943182.000000 Penalty: 5654.790039
	Iteration 2Q: 3 clusters Score -1.194318e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -11945175.000000 Penalty: 5654.790039
	Iteration 3Q: 3 clusters Score -1.194518e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -11949054.000000 Penalty: 5654.790039
	Iteration 4F: 3 clusters Score -1.194905e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -11955294.000000 Penalty: 5654.790039
	Iteration 5F: 3 clusters Score -1.195529e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -11962765.000000 Penalty: 5654.790039
	Iteration 6F: 3 clusters Score -1.196276e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -11968991.000000 Penalty: 5654.790039
	Iteration 7F: 3 clusters Score -1.196899e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 85780 members 
Entering Unmasked Estep 
Score: -11972467.000000 Penalty: 5654.790039
	Iteration 8Q: 3 clusters Score -1.197247e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -11974229.000000 Penalty: 5654.790039
	Iteration 9Q: 3 clusters Score -1.197423e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -11974952.000000 Penalty: 5654.790039
	Iteration 10Q: 3 clusters Score -1.197495e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 88044 members 
Entering Unmasked Estep 
Score: -11975362.000000 Penalty: 5654.790039
	Iteration 11Q: 3 clusters Score -1.197536e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -11975544.000000 Penalty: 5654.790039
	Iteration 12Q: 3 clusters Score -1.197554e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -11975610.000000 Penalty: 5654.790039
	Iteration 13Q: 3 clusters Score -1.197561e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -11975660.000000 Penalty: 5654.790039
	Iteration 14Q: 3 clusters Score -1.197566e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -11975701.000000 Penalty: 5654.790039
	Iteration 15Q: 3 clusters Score -1.19757e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -11975720.000000 Penalty: 5654.790039
	Iteration 16Q: 3 clusters Score -1.197572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -11975724.000000 Penalty: 5654.790039
	Iteration 17Q: 3 clusters Score -1.197572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -11975724.000000 Penalty: 5654.790039
	Iteration 18Q: 3 clusters Score -1.197572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -11975737.000000 Penalty: 5654.790039
	Iteration 19Q: 3 clusters Score -1.197574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -11975749.000000 Penalty: 5654.790039
	Iteration 20F: 3 clusters Score -1.197575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -11975746.000000 Penalty: 5654.790039
	Iteration 21Q: 3 clusters Score -1.197575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -11975739.000000 Penalty: 5654.790039
	Iteration 22Q: 3 clusters Score -1.197574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -11975753.000000 Penalty: 5654.790039
	Iteration 23Q: 3 clusters Score -1.197575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -11975759.000000 Penalty: 5654.790039
	Iteration 24Q: 3 clusters Score -1.197576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -11975765.000000 Penalty: 5654.790039
	Iteration 25Q: 3 clusters Score -1.197576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -11975773.000000 Penalty: 5654.790039
	Iteration 26Q: 3 clusters Score -1.197577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -11975761.000000 Penalty: 5654.790039
	Iteration 27Q: 3 clusters Score -1.197576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -11975767.000000 Penalty: 5654.790039
	Iteration 28Q: 3 clusters Score -1.197577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -11975759.000000 Penalty: 5654.790039
	Iteration 29Q: 3 clusters Score -1.197576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -11975764.000000 Penalty: 5654.790039
	Iteration 30Q: 3 clusters Score -1.197576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -11975764.000000 Penalty: 5654.790039
	Iteration 31F: 3 clusters Score -1.197576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Entering Unmasked Estep 
Score: -6549309.000000 Penalty: 2684.028076
	Iteration 0F: 2 clusters Score -6549309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -6515524.500000 Penalty: 5368.056152
	Iteration 0F: 3 clusters Score -6515524 nChanged 23187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -6528482.000000 Penalty: 5368.056152
	Iteration 1F: 3 clusters Score -6528482 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -6529280.000000 Penalty: 5368.056152
	Iteration 2Q: 3 clusters Score -6529280 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -6530181.500000 Penalty: 5368.056152
	Iteration 3Q: 3 clusters Score -6530182 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -6531402.000000 Penalty: 5368.056152
	Iteration 4F: 3 clusters Score -6531402 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -6533216.500000 Penalty: 5368.056152
	Iteration 5F: 3 clusters Score -6533216 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -6535562.500000 Penalty: 5368.056152
	Iteration 6F: 3 clusters Score -6535562 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -6538260.500000 Penalty: 5368.056152
	Iteration 7F: 3 clusters Score -6538260 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -6540960.000000 Penalty: 5368.056152
	Iteration 8F: 3 clusters Score -6540960 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -6543247.500000 Penalty: 5368.056152
	Iteration 9Q: 3 clusters Score -6543248 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -6545037.500000 Penalty: 5368.056152
	Iteration 10Q: 3 clusters Score -6545038 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -6546163.500000 Penalty: 5368.056152
	Iteration 11Q: 3 clusters Score -6546164 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -6546604.000000 Penalty: 5368.056152
	Iteration 12Q: 3 clusters Score -6546604 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -6546768.500000 Penalty: 5368.056152
	Iteration 13Q: 3 clusters Score -6546768 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -6546856.000000 Penalty: 5368.056152
	Iteration 14Q: 3 clusters Score -6546856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -6546894.000000 Penalty: 5368.056152
	Iteration 15Q: 3 clusters Score -6546894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -6546908.500000 Penalty: 5368.056152
	Iteration 16Q: 3 clusters Score -6546908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -6546939.500000 Penalty: 5368.056152
	Iteration 17Q: 3 clusters Score -6546940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -6546962.000000 Penalty: 5368.056152
	Iteration 18Q: 3 clusters Score -6546962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -6546969.500000 Penalty: 5368.056152
	Iteration 19Q: 3 clusters Score -6546970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -6546974.500000 Penalty: 5368.056152
	Iteration 20F: 3 clusters Score -6546974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -6546988.000000 Penalty: 5368.056152
	Iteration 21Q: 3 clusters Score -6546988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -6547002.500000 Penalty: 5368.056152
	Iteration 22Q: 3 clusters Score -6547002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -6547004.500000 Penalty: 5368.056152
	Iteration 23Q: 3 clusters Score -6547004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -6547010.000000 Penalty: 5368.056152
	Iteration 24Q: 3 clusters Score -6547010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -6547016.000000 Penalty: 5368.056152
	Iteration 25Q: 3 clusters Score -6547016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -6547016.000000 Penalty: 5368.056152
	Iteration 26F: 3 clusters Score -6547016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -113784.390625 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -113784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111904.359375 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -111904.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112179.968750 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -112180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112321.851562 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -112321.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112490.546875 Penalty: 3372.884277
	Iteration 3F: 3 clusters Score -112490.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112690.507812 Penalty: 3372.884277
	Iteration 4Q: 3 clusters Score -112690.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112896.515625 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -112896.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112963.164062 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -112963.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -113006.585938 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -113006.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -113035.343750 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -113035.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113079.937500 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -113079.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -113119.132812 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -113119.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -113155.476562 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -113155.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -113174.078125 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -113174.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -113198.687500 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -113198.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -113234.742188 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -113234.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -113249.742188 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -113249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -113260.718750 Penalty: 3372.884277
	Iteration 16Q: 3 clusters Score -113260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -113267.093750 Penalty: 3372.884277
	Iteration 17Q: 3 clusters Score -113267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -113275.585938 Penalty: 3372.884277
	Iteration 18Q: 3 clusters Score -113275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -113282.679688 Penalty: 3372.884277
	Iteration 19Q: 3 clusters Score -113282.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -113291.257812 Penalty: 3372.884277
	Iteration 20F: 3 clusters Score -113291.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -113326.757812 Penalty: 3372.884277
	Iteration 21Q: 3 clusters Score -113326.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -113337.507812 Penalty: 3372.884277
	Iteration 22Q: 3 clusters Score -113337.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -113343.140625 Penalty: 3372.884277
	Iteration 23Q: 3 clusters Score -113343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -113349.460938 Penalty: 3372.884277
	Iteration 24Q: 3 clusters Score -113349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -113355.109375 Penalty: 3372.884277
	Iteration 25Q: 3 clusters Score -113355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -113358.015625 Penalty: 3372.884277
	Iteration 26Q: 3 clusters Score -113358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -113358.015625 Penalty: 3372.884277
	Iteration 27F: 3 clusters Score -113358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -190478.937500 Penalty: 1827.035034
	Iteration 0F: 2 clusters Score -190478.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -188109.421875 Penalty: 3654.070068
	Iteration 0F: 3 clusters Score -188109.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -188705.968750 Penalty: 3654.070068
	Iteration 1F: 3 clusters Score -188706 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -189020.546875 Penalty: 3654.070068
	Iteration 2F: 3 clusters Score -189020.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -189341.156250 Penalty: 3654.070068
	Iteration 3F: 3 clusters Score -189341.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -189827.593750 Penalty: 3654.070068
	Iteration 4F: 3 clusters Score -189827.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190163.484375 Penalty: 3654.070068
	Iteration 5F: 3 clusters Score -190163.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -190395.828125 Penalty: 3654.070068
	Iteration 6F: 3 clusters Score -190395.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -190599.812500 Penalty: 3654.070068
	Iteration 7F: 3 clusters Score -190599.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -190762.187500 Penalty: 3654.070068
	Iteration 8Q: 3 clusters Score -190762.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -190894.953125 Penalty: 3654.070068
	Iteration 9Q: 3 clusters Score -190895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -190985.687500 Penalty: 3654.070068
	Iteration 10Q: 3 clusters Score -190985.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -191110.343750 Penalty: 3654.070068
	Iteration 11Q: 3 clusters Score -191110.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -191242.671875 Penalty: 3654.070068
	Iteration 12Q: 3 clusters Score -191242.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -191344.062500 Penalty: 3654.070068
	Iteration 13Q: 3 clusters Score -191344.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -191479.312500 Penalty: 3654.070068
	Iteration 14Q: 3 clusters Score -191479.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -191667.406250 Penalty: 3654.070068
	Iteration 15Q: 3 clusters Score -191667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -191729.343750 Penalty: 3654.070068
	Iteration 16Q: 3 clusters Score -191729.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -191749.390625 Penalty: 3654.070068
	Iteration 17Q: 3 clusters Score -191749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -191752.500000 Penalty: 3654.070068
	Iteration 18Q: 3 clusters Score -191752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -191753.843750 Penalty: 3654.070068
	Iteration 19Q: 3 clusters Score -191753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -191753.843750 Penalty: 3654.070068
	Iteration 20F: 3 clusters Score -191753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140332 members 
Mstep: Class 2 contains 56770 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176045 members 
Mstep: Class 6 contains 89392 members 
Mstep: Class 7 contains 50146 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 160406 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6948 members 
Mstep: Class 13 contains 29295 members 
Mstep: Class 14 contains 28810 members 
Mstep: Class 15 contains 159452 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173469 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 1274 members 
Entering Unmasked Estep 
Score: -144370256.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144370640.000000 to -144370256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (160406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160406 members 
Entering Unmasked Estep 
Score: -21511214.000000 Penalty: 2972.394775
	Iteration 0F: 2 clusters Score -2.151121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -21404408.000000 Penalty: 5944.789551
	Iteration 0F: 3 clusters Score -2.140441e+07 nChanged 76808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -21448878.000000 Penalty: 5944.789551
	Iteration 1F: 3 clusters Score -2.144888e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 77989 members 
Entering Unmasked Estep 
Score: -21449754.000000 Penalty: 5944.789551
	Iteration 2Q: 3 clusters Score -2.144975e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -21451014.000000 Penalty: 5944.789551
	Iteration 3Q: 3 clusters Score -2.145101e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 74272 members 
Entering Unmasked Estep 
Score: -21452486.000000 Penalty: 5944.789551
	Iteration 4Q: 3 clusters Score -2.145249e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -21454824.000000 Penalty: 5944.789551
	Iteration 5Q: 3 clusters Score -2.145482e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -21458622.000000 Penalty: 5944.789551
	Iteration 6Q: 3 clusters Score -2.145862e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -21464360.000000 Penalty: 5944.789551
	Iteration 7F: 3 clusters Score -2.146436e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109483 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -21471878.000000 Penalty: 5944.789551
	Iteration 8F: 3 clusters Score -2.147188e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118306 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -21479988.000000 Penalty: 5944.789551
	Iteration 9F: 3 clusters Score -2.147999e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -21487374.000000 Penalty: 5944.789551
	Iteration 10F: 3 clusters Score -2.148737e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133955 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -21493054.000000 Penalty: 5944.789551
	Iteration 11Q: 3 clusters Score -2.149305e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139763 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -21497300.000000 Penalty: 5944.789551
	Iteration 12Q: 3 clusters Score -2.14973e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144488 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -21500574.000000 Penalty: 5944.789551
	Iteration 13Q: 3 clusters Score -2.150057e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -21502914.000000 Penalty: 5944.789551
	Iteration 14Q: 3 clusters Score -2.150291e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151142 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -21504570.000000 Penalty: 5944.789551
	Iteration 15Q: 3 clusters Score -2.150457e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153324 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -21505648.000000 Penalty: 5944.789551
	Iteration 16Q: 3 clusters Score -2.150565e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -21506482.000000 Penalty: 5944.789551
	Iteration 17Q: 3 clusters Score -2.150648e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156088 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -21507068.000000 Penalty: 5944.789551
	Iteration 18Q: 3 clusters Score -2.150707e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -21507602.000000 Penalty: 5944.789551
	Iteration 19Q: 3 clusters Score -2.15076e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157612 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21507894.000000 Penalty: 5944.789551
	Iteration 20F: 3 clusters Score -2.150789e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158062 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -21508140.000000 Penalty: 5944.789551
	Iteration 21Q: 3 clusters Score -2.150814e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158391 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -21508300.000000 Penalty: 5944.789551
	Iteration 22Q: 3 clusters Score -2.15083e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158621 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -21508368.000000 Penalty: 5944.789551
	Iteration 23Q: 3 clusters Score -2.150837e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158786 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -21508448.000000 Penalty: 5944.789551
	Iteration 24Q: 3 clusters Score -2.150845e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158938 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -21508532.000000 Penalty: 5944.789551
	Iteration 25Q: 3 clusters Score -2.150853e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159034 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21508594.000000 Penalty: 5944.789551
	Iteration 26Q: 3 clusters Score -2.150859e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159106 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -21508640.000000 Penalty: 5944.789551
	Iteration 27Q: 3 clusters Score -2.150864e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159164 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21508652.000000 Penalty: 5944.789551
	Iteration 28Q: 3 clusters Score -2.150865e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159213 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -21508676.000000 Penalty: 5944.789551
	Iteration 29Q: 3 clusters Score -2.150868e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159247 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21508676.000000 Penalty: 5944.789551
	Iteration 30Q: 3 clusters Score -2.150868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159273 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21508682.000000 Penalty: 5944.789551
	Iteration 31Q: 3 clusters Score -2.150868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159300 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21508706.000000 Penalty: 5944.789551
	Iteration 32Q: 3 clusters Score -2.150871e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159326 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21508712.000000 Penalty: 5944.789551
	Iteration 33Q: 3 clusters Score -2.150871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159346 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -21508720.000000 Penalty: 5944.789551
	Iteration 34Q: 3 clusters Score -2.150872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159360 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21508726.000000 Penalty: 5944.789551
	Iteration 35Q: 3 clusters Score -2.150873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159378 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -21508732.000000 Penalty: 5944.789551
	Iteration 36Q: 3 clusters Score -2.150873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159394 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21508752.000000 Penalty: 5944.789551
	Iteration 37Q: 3 clusters Score -2.150875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159405 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -21508746.000000 Penalty: 5944.789551
	Iteration 38Q: 3 clusters Score -2.150875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159415 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21508752.000000 Penalty: 5944.789551
	Iteration 39Q: 3 clusters Score -2.150875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159418 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21508762.000000 Penalty: 5944.789551
	Iteration 40F: 3 clusters Score -2.150876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159420 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21508766.000000 Penalty: 5944.789551
	Iteration 41Q: 3 clusters Score -2.150877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21508762.000000 Penalty: 5944.789551
	Iteration 42Q: 3 clusters Score -2.150876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21508774.000000 Penalty: 5944.789551
	Iteration 43Q: 3 clusters Score -2.150877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159422 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -21508770.000000 Penalty: 5944.789551
	Iteration 44Q: 3 clusters Score -2.150877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159422 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -21508770.000000 Penalty: 5944.789551
	Iteration 45F: 3 clusters Score -2.150877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -334112.531250 Penalty: 1940.759888
	Iteration 0F: 2 clusters Score -334112.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -331172.750000 Penalty: 3881.519775
	Iteration 0F: 3 clusters Score -331172.8 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -331746.343750 Penalty: 3881.519775
	Iteration 1F: 3 clusters Score -331746.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -331913.062500 Penalty: 3881.519775
	Iteration 2F: 3 clusters Score -331913.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -332006.593750 Penalty: 3881.519775
	Iteration 3Q: 3 clusters Score -332006.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -332070.062500 Penalty: 3881.519775
	Iteration 4Q: 3 clusters Score -332070.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -332122.812500 Penalty: 3881.519775
	Iteration 5Q: 3 clusters Score -332122.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -332158.093750 Penalty: 3881.519775
	Iteration 6Q: 3 clusters Score -332158.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -332176.500000 Penalty: 3881.519775
	Iteration 7Q: 3 clusters Score -332176.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -332195.781250 Penalty: 3881.519775
	Iteration 8Q: 3 clusters Score -332195.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -332210.531250 Penalty: 3881.519775
	Iteration 9Q: 3 clusters Score -332210.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -332222.656250 Penalty: 3881.519775
	Iteration 10Q: 3 clusters Score -332222.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -332230.125000 Penalty: 3881.519775
	Iteration 11Q: 3 clusters Score -332230.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -332233.718750 Penalty: 3881.519775
	Iteration 12Q: 3 clusters Score -332233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -332237.500000 Penalty: 3881.519775
	Iteration 13Q: 3 clusters Score -332237.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -332241.031250 Penalty: 3881.519775
	Iteration 14Q: 3 clusters Score -332241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -332244.718750 Penalty: 3881.519775
	Iteration 15Q: 3 clusters Score -332244.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -332248.843750 Penalty: 3881.519775
	Iteration 16Q: 3 clusters Score -332248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -332250.562500 Penalty: 3881.519775
	Iteration 17Q: 3 clusters Score -332250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -332256.093750 Penalty: 3881.519775
	Iteration 18Q: 3 clusters Score -332256.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -332261.343750 Penalty: 3881.519775
	Iteration 19Q: 3 clusters Score -332261.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -332262.000000 Penalty: 3881.519775
	Iteration 20F: 3 clusters Score -332262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -332263.375000 Penalty: 3881.519775
	Iteration 21Q: 3 clusters Score -332263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -332264.906250 Penalty: 3881.519775
	Iteration 22Q: 3 clusters Score -332264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -332266.250000 Penalty: 3881.519775
	Iteration 23Q: 3 clusters Score -332266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -332266.781250 Penalty: 3881.519775
	Iteration 24Q: 3 clusters Score -332266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -332266.781250 Penalty: 3881.519775
	Iteration 25F: 3 clusters Score -332266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Entering Unmasked Estep 
Score: -941640.750000 Penalty: 2193.859863
	Iteration 0F: 2 clusters Score -941640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -935874.250000 Penalty: 4387.719727
	Iteration 0F: 3 clusters Score -935874.2 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -937393.375000 Penalty: 4387.719727
	Iteration 1F: 3 clusters Score -937393.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -937646.062500 Penalty: 4387.719727
	Iteration 2F: 3 clusters Score -937646.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -937803.312500 Penalty: 4387.719727
	Iteration 3F: 3 clusters Score -937803.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -937901.937500 Penalty: 4387.719727
	Iteration 4Q: 3 clusters Score -937901.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -937970.937500 Penalty: 4387.719727
	Iteration 5Q: 3 clusters Score -937970.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -938023.125000 Penalty: 4387.719727
	Iteration 6Q: 3 clusters Score -938023.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -938058.250000 Penalty: 4387.719727
	Iteration 7Q: 3 clusters Score -938058.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -938096.375000 Penalty: 4387.719727
	Iteration 8Q: 3 clusters Score -938096.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -938127.687500 Penalty: 4387.719727
	Iteration 9Q: 3 clusters Score -938127.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -938164.687500 Penalty: 4387.719727
	Iteration 10Q: 3 clusters Score -938164.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -938198.125000 Penalty: 4387.719727
	Iteration 11Q: 3 clusters Score -938198.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -938229.812500 Penalty: 4387.719727
	Iteration 12Q: 3 clusters Score -938229.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -938261.875000 Penalty: 4387.719727
	Iteration 13Q: 3 clusters Score -938261.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -938299.750000 Penalty: 4387.719727
	Iteration 14Q: 3 clusters Score -938299.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -938342.312500 Penalty: 4387.719727
	Iteration 15Q: 3 clusters Score -938342.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -938385.687500 Penalty: 4387.719727
	Iteration 16Q: 3 clusters Score -938385.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -938436.875000 Penalty: 4387.719727
	Iteration 17Q: 3 clusters Score -938436.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -938503.062500 Penalty: 4387.719727
	Iteration 18Q: 3 clusters Score -938503.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -938574.375000 Penalty: 4387.719727
	Iteration 19Q: 3 clusters Score -938574.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -938660.062500 Penalty: 4387.719727
	Iteration 20F: 3 clusters Score -938660.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -938779.562500 Penalty: 4387.719727
	Iteration 21Q: 3 clusters Score -938779.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -938894.875000 Penalty: 4387.719727
	Iteration 22Q: 3 clusters Score -938894.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -939016.812500 Penalty: 4387.719727
	Iteration 23Q: 3 clusters Score -939016.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -939130.437500 Penalty: 4387.719727
	Iteration 24Q: 3 clusters Score -939130.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -939253.750000 Penalty: 4387.719727
	Iteration 25Q: 3 clusters Score -939253.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -939366.750000 Penalty: 4387.719727
	Iteration 26Q: 3 clusters Score -939366.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -939492.812500 Penalty: 4387.719727
	Iteration 27Q: 3 clusters Score -939492.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -939597.187500 Penalty: 4387.719727
	Iteration 28Q: 3 clusters Score -939597.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -939670.875000 Penalty: 4387.719727
	Iteration 29Q: 3 clusters Score -939670.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -939712.312500 Penalty: 4387.719727
	Iteration 30Q: 3 clusters Score -939712.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -939731.437500 Penalty: 4387.719727
	Iteration 31Q: 3 clusters Score -939731.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -939747.687500 Penalty: 4387.719727
	Iteration 32Q: 3 clusters Score -939747.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -939757.062500 Penalty: 4387.719727
	Iteration 33Q: 3 clusters Score -939757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -939762.312500 Penalty: 4387.719727
	Iteration 34Q: 3 clusters Score -939762.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -939764.062500 Penalty: 4387.719727
	Iteration 35Q: 3 clusters Score -939764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -939766.625000 Penalty: 4387.719727
	Iteration 36Q: 3 clusters Score -939766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -939768.937500 Penalty: 4387.719727
	Iteration 37Q: 3 clusters Score -939768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -939768.125000 Penalty: 4387.719727
	Iteration 38Q: 3 clusters Score -939768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -939770.250000 Penalty: 4387.719727
	Iteration 39Q: 3 clusters Score -939770.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -939770.250000 Penalty: 4387.719727
	Iteration 40F: 3 clusters Score -939770.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Entering Unmasked Estep 
Score: -3986409.500000 Penalty: 2550.722656
	Iteration 0F: 2 clusters Score -3986410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3966318.250000 Penalty: 5101.445312
	Iteration 0F: 3 clusters Score -3966318 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3973360.750000 Penalty: 5101.445312
	Iteration 1F: 3 clusters Score -3973361 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3973775.500000 Penalty: 5101.445312
	Iteration 2Q: 3 clusters Score -3973776 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3974122.250000 Penalty: 5101.445312
	Iteration 3Q: 3 clusters Score -3974122 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3974407.750000 Penalty: 5101.445312
	Iteration 4Q: 3 clusters Score -3974408 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3974740.000000 Penalty: 5101.445312
	Iteration 5Q: 3 clusters Score -3974740 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3975160.250000 Penalty: 5101.445312
	Iteration 6Q: 3 clusters Score -3975160 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3975778.250000 Penalty: 5101.445312
	Iteration 7Q: 3 clusters Score -3975778 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3976680.750000 Penalty: 5101.445312
	Iteration 8F: 3 clusters Score -3976681 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3978017.500000 Penalty: 5101.445312
	Iteration 9F: 3 clusters Score -3978018 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3979689.000000 Penalty: 5101.445312
	Iteration 10F: 3 clusters Score -3979689 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3981322.750000 Penalty: 5101.445312
	Iteration 11F: 3 clusters Score -3981323 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3982691.000000 Penalty: 5101.445312
	Iteration 12Q: 3 clusters Score -3982691 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3983447.000000 Penalty: 5101.445312
	Iteration 13Q: 3 clusters Score -3983447 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3983790.250000 Penalty: 5101.445312
	Iteration 14Q: 3 clusters Score -3983790 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3983973.250000 Penalty: 5101.445312
	Iteration 15Q: 3 clusters Score -3983973 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3984075.000000 Penalty: 5101.445312
	Iteration 16Q: 3 clusters Score -3984075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3984137.250000 Penalty: 5101.445312
	Iteration 17Q: 3 clusters Score -3984137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3984170.750000 Penalty: 5101.445312
	Iteration 18Q: 3 clusters Score -3984171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3984186.000000 Penalty: 5101.445312
	Iteration 19Q: 3 clusters Score -3984186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3984194.750000 Penalty: 5101.445312
	Iteration 20F: 3 clusters Score -3984195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3984196.000000 Penalty: 5101.445312
	Iteration 21Q: 3 clusters Score -3984196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3984199.750000 Penalty: 5101.445312
	Iteration 22Q: 3 clusters Score -3984200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3984202.500000 Penalty: 5101.445312
	Iteration 23Q: 3 clusters Score -3984202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3984201.500000 Penalty: 5101.445312
	Iteration 24Q: 3 clusters Score -3984202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3984201.500000 Penalty: 5101.445312
	Iteration 25F: 3 clusters Score -3984202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -3923762.750000 Penalty: 2546.582520
	Iteration 0F: 2 clusters Score -3923763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3904040.250000 Penalty: 5093.165039
	Iteration 0F: 3 clusters Score -3904040 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3911080.750000 Penalty: 5093.165039
	Iteration 1F: 3 clusters Score -3911081 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3911521.250000 Penalty: 5093.165039
	Iteration 2Q: 3 clusters Score -3911521 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3911900.750000 Penalty: 5093.165039
	Iteration 3Q: 3 clusters Score -3911901 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3912329.750000 Penalty: 5093.165039
	Iteration 4Q: 3 clusters Score -3912330 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3912882.500000 Penalty: 5093.165039
	Iteration 5Q: 3 clusters Score -3912882 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3913673.000000 Penalty: 5093.165039
	Iteration 6F: 3 clusters Score -3913673 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -3914845.250000 Penalty: 5093.165039
	Iteration 7F: 3 clusters Score -3914845 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3916495.750000 Penalty: 5093.165039
	Iteration 8F: 3 clusters Score -3916496 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3918213.000000 Penalty: 5093.165039
	Iteration 9F: 3 clusters Score -3918213 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3919646.250000 Penalty: 5093.165039
	Iteration 10F: 3 clusters Score -3919646 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3920533.250000 Penalty: 5093.165039
	Iteration 11Q: 3 clusters Score -3920533 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3920999.500000 Penalty: 5093.165039
	Iteration 12Q: 3 clusters Score -3921000 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3921221.500000 Penalty: 5093.165039
	Iteration 13Q: 3 clusters Score -3921222 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3921327.500000 Penalty: 5093.165039
	Iteration 14Q: 3 clusters Score -3921328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3921398.750000 Penalty: 5093.165039
	Iteration 15Q: 3 clusters Score -3921399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3921444.000000 Penalty: 5093.165039
	Iteration 16Q: 3 clusters Score -3921444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3921482.250000 Penalty: 5093.165039
	Iteration 17Q: 3 clusters Score -3921482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3921506.250000 Penalty: 5093.165039
	Iteration 18Q: 3 clusters Score -3921506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3921512.750000 Penalty: 5093.165039
	Iteration 19Q: 3 clusters Score -3921513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -3921522.000000 Penalty: 5093.165039
	Iteration 20F: 3 clusters Score -3921522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -3921525.750000 Penalty: 5093.165039
	Iteration 21Q: 3 clusters Score -3921526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -3921531.000000 Penalty: 5093.165039
	Iteration 22Q: 3 clusters Score -3921531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -3921529.250000 Penalty: 5093.165039
	Iteration 23Q: 3 clusters Score -3921529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -3921529.250000 Penalty: 5093.165039
	Iteration 24F: 3 clusters Score -3921529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159452 members 
Entering Unmasked Estep 
Score: -21396718.000000 Penalty: 2970.915527
	Iteration 0F: 2 clusters Score -2.139672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -21290910.000000 Penalty: 5941.831055
	Iteration 0F: 3 clusters Score -2.129091e+07 nChanged 76267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -21335514.000000 Penalty: 5941.831055
	Iteration 1F: 3 clusters Score -2.133551e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -21336616.000000 Penalty: 5941.831055
	Iteration 2Q: 3 clusters Score -2.133662e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -21338352.000000 Penalty: 5941.831055
	Iteration 3Q: 3 clusters Score -2.133835e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -21341426.000000 Penalty: 5941.831055
	Iteration 4Q: 3 clusters Score -2.134143e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -21346622.000000 Penalty: 5941.831055
	Iteration 5F: 3 clusters Score -2.134662e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 116790 members 
Entering Unmasked Estep 
Score: -21355452.000000 Penalty: 5941.831055
	Iteration 6F: 3 clusters Score -2.135545e+07 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 130608 members 
Entering Unmasked Estep 
Score: -21367952.000000 Penalty: 5941.831055
	Iteration 7F: 3 clusters Score -2.136795e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 143531 members 
Entering Unmasked Estep 
Score: -21380922.000000 Penalty: 5941.831055
	Iteration 8F: 3 clusters Score -2.138092e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 152038 members 
Entering Unmasked Estep 
Score: -21389200.000000 Penalty: 5941.831055
	Iteration 9F: 3 clusters Score -2.13892e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 155928 members 
Entering Unmasked Estep 
Score: -21392708.000000 Penalty: 5941.831055
	Iteration 10Q: 3 clusters Score -2.139271e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -21394112.000000 Penalty: 5941.831055
	Iteration 11Q: 3 clusters Score -2.139411e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 157863 members 
Entering Unmasked Estep 
Score: -21394610.000000 Penalty: 5941.831055
	Iteration 12Q: 3 clusters Score -2.139461e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -21394832.000000 Penalty: 5941.831055
	Iteration 13Q: 3 clusters Score -2.139483e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 158066 members 
Entering Unmasked Estep 
Score: -21395008.000000 Penalty: 5941.831055
	Iteration 14Q: 3 clusters Score -2.139501e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 158078 members 
Entering Unmasked Estep 
Score: -21395072.000000 Penalty: 5941.831055
	Iteration 15Q: 3 clusters Score -2.139507e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
Score: -21395168.000000 Penalty: 5941.831055
	Iteration 16Q: 3 clusters Score -2.139517e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 158039 members 
Entering Unmasked Estep 
Score: -21395184.000000 Penalty: 5941.831055
	Iteration 17Q: 3 clusters Score -2.139518e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 158030 members 
Entering Unmasked Estep 
Score: -21395238.000000 Penalty: 5941.831055
	Iteration 18Q: 3 clusters Score -2.139524e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 158023 members 
Entering Unmasked Estep 
Score: -21395238.000000 Penalty: 5941.831055
	Iteration 19Q: 3 clusters Score -2.139524e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 158025 members 
Entering Unmasked Estep 
Score: -21395276.000000 Penalty: 5941.831055
	Iteration 20F: 3 clusters Score -2.139528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -21395288.000000 Penalty: 5941.831055
	Iteration 21Q: 3 clusters Score -2.139529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 158011 members 
Entering Unmasked Estep 
Score: -21395274.000000 Penalty: 5941.831055
	Iteration 22Q: 3 clusters Score -2.139527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 158000 members 
Entering Unmasked Estep 
Score: -21395272.000000 Penalty: 5941.831055
	Iteration 23Q: 3 clusters Score -2.139527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 157997 members 
Entering Unmasked Estep 
Score: -21395240.000000 Penalty: 5941.831055
	Iteration 24Q: 3 clusters Score -2.139524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 157996 members 
Entering Unmasked Estep 
Score: -21395248.000000 Penalty: 5941.831055
	Iteration 25Q: 3 clusters Score -2.139525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 157995 members 
Entering Unmasked Estep 
Score: -21395270.000000 Penalty: 5941.831055
	Iteration 26Q: 3 clusters Score -2.139527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 157992 members 
Entering Unmasked Estep 
Score: -21395280.000000 Penalty: 5941.831055
	Iteration 27Q: 3 clusters Score -2.139528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 157987 members 
Entering Unmasked Estep 
Score: -21395292.000000 Penalty: 5941.831055
	Iteration 28Q: 3 clusters Score -2.139529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 157987 members 
Entering Unmasked Estep 
Score: -21395288.000000 Penalty: 5941.831055
	Iteration 29Q: 3 clusters Score -2.139529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 157987 members 
Entering Unmasked Estep 
Score: -21395296.000000 Penalty: 5941.831055
	Iteration 30Q: 3 clusters Score -2.13953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -21395284.000000 Penalty: 5941.831055
	Iteration 31Q: 3 clusters Score -2.139528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 157990 members 
Entering Unmasked Estep 
Score: -21395284.000000 Penalty: 5941.831055
	Iteration 32Q: 3 clusters Score -2.139528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 157991 members 
Entering Unmasked Estep 
Score: -21395294.000000 Penalty: 5941.831055
	Iteration 33Q: 3 clusters Score -2.139529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 157989 members 
Entering Unmasked Estep 
Score: -21395292.000000 Penalty: 5941.831055
	Iteration 34Q: 3 clusters Score -2.139529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 157989 members 
Entering Unmasked Estep 
Score: -21395288.000000 Penalty: 5941.831055
	Iteration 35Q: 3 clusters Score -2.139529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 157989 members 
Entering Unmasked Estep 
Score: -21395288.000000 Penalty: 5941.831055
	Iteration 36F: 3 clusters Score -2.139529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Entering Unmasked Estep 
Score: -472686.562500 Penalty: 2037.254517
	Iteration 0F: 2 clusters Score -472686.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -469012.843750 Penalty: 4074.509033
	Iteration 0F: 3 clusters Score -469012.8 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -469821.437500 Penalty: 4074.509033
	Iteration 1F: 3 clusters Score -469821.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -469985.625000 Penalty: 4074.509033
	Iteration 2F: 3 clusters Score -469985.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -470062.875000 Penalty: 4074.509033
	Iteration 3Q: 3 clusters Score -470062.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -470112.093750 Penalty: 4074.509033
	Iteration 4Q: 3 clusters Score -470112.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -470150.812500 Penalty: 4074.509033
	Iteration 5Q: 3 clusters Score -470150.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -470182.062500 Penalty: 4074.509033
	Iteration 6Q: 3 clusters Score -470182.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -470207.531250 Penalty: 4074.509033
	Iteration 7Q: 3 clusters Score -470207.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -470255.875000 Penalty: 4074.509033
	Iteration 8Q: 3 clusters Score -470255.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -470299.718750 Penalty: 4074.509033
	Iteration 9Q: 3 clusters Score -470299.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -470355.562500 Penalty: 4074.509033
	Iteration 10Q: 3 clusters Score -470355.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -470421.656250 Penalty: 4074.509033
	Iteration 11Q: 3 clusters Score -470421.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -470528.187500 Penalty: 4074.509033
	Iteration 12Q: 3 clusters Score -470528.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -470643.125000 Penalty: 4074.509033
	Iteration 13Q: 3 clusters Score -470643.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -470742.093750 Penalty: 4074.509033
	Iteration 14Q: 3 clusters Score -470742.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -470829.218750 Penalty: 4074.509033
	Iteration 15Q: 3 clusters Score -470829.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -470901.281250 Penalty: 4074.509033
	Iteration 16Q: 3 clusters Score -470901.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -470981.468750 Penalty: 4074.509033
	Iteration 17Q: 3 clusters Score -470981.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -471061.093750 Penalty: 4074.509033
	Iteration 18Q: 3 clusters Score -471061.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -471125.843750 Penalty: 4074.509033
	Iteration 19Q: 3 clusters Score -471125.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -471166.250000 Penalty: 4074.509033
	Iteration 20F: 3 clusters Score -471166.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -471211.062500 Penalty: 4074.509033
	Iteration 21Q: 3 clusters Score -471211.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -471241.750000 Penalty: 4074.509033
	Iteration 22Q: 3 clusters Score -471241.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -471260.625000 Penalty: 4074.509033
	Iteration 23Q: 3 clusters Score -471260.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -471273.812500 Penalty: 4074.509033
	Iteration 24Q: 3 clusters Score -471273.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -471278.437500 Penalty: 4074.509033
	Iteration 25Q: 3 clusters Score -471278.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -471284.312500 Penalty: 4074.509033
	Iteration 26Q: 3 clusters Score -471284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -471288.875000 Penalty: 4074.509033
	Iteration 27Q: 3 clusters Score -471288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -471290.937500 Penalty: 4074.509033
	Iteration 28Q: 3 clusters Score -471290.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -471293.750000 Penalty: 4074.509033
	Iteration 29Q: 3 clusters Score -471293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -471293.750000 Penalty: 4074.509033
	Iteration 30F: 3 clusters Score -471293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Entering Unmasked Estep 
Score: -23400920.000000 Penalty: 2991.811035
	Iteration 0F: 2 clusters Score -2.340092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 86877 members 
Entering Unmasked Estep 
Score: -23289780.000000 Penalty: 5983.622070
	Iteration 0F: 3 clusters Score -2.328978e+07 nChanged 83268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -23337704.000000 Penalty: 5983.622070
	Iteration 1F: 3 clusters Score -2.33377e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -23338434.000000 Penalty: 5983.622070
	Iteration 2Q: 3 clusters Score -2.333843e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -23339476.000000 Penalty: 5983.622070
	Iteration 3Q: 3 clusters Score -2.333948e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -23340680.000000 Penalty: 5983.622070
	Iteration 4Q: 3 clusters Score -2.334068e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85013 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -23342448.000000 Penalty: 5983.622070
	Iteration 5Q: 3 clusters Score -2.334245e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -23345170.000000 Penalty: 5983.622070
	Iteration 6Q: 3 clusters Score -2.334517e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -23349194.000000 Penalty: 5983.622070
	Iteration 7Q: 3 clusters Score -2.334919e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -23354688.000000 Penalty: 5983.622070
	Iteration 8F: 3 clusters Score -2.335469e+07 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -23361420.000000 Penalty: 5983.622070
	Iteration 9F: 3 clusters Score -2.336142e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82635 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -23368494.000000 Penalty: 5983.622070
	Iteration 10F: 3 clusters Score -2.336849e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -23374244.000000 Penalty: 5983.622070
	Iteration 11F: 3 clusters Score -2.337424e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -23377898.000000 Penalty: 5983.622070
	Iteration 12Q: 3 clusters Score -2.33779e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -23379630.000000 Penalty: 5983.622070
	Iteration 13Q: 3 clusters Score -2.337963e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -23380482.000000 Penalty: 5983.622070
	Iteration 14Q: 3 clusters Score -2.338048e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 2 contains 89715 members 
Entering Unmasked Estep 
Score: -23381014.000000 Penalty: 5983.622070
	Iteration 15Q: 3 clusters Score -2.338101e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -23381422.000000 Penalty: 5983.622070
	Iteration 16Q: 3 clusters Score -2.338142e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -23381816.000000 Penalty: 5983.622070
	Iteration 17Q: 3 clusters Score -2.338182e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 88709 members 
Entering Unmasked Estep 
Score: -23382026.000000 Penalty: 5983.622070
	Iteration 18Q: 3 clusters Score -2.338203e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -23382302.000000 Penalty: 5983.622070
	Iteration 19Q: 3 clusters Score -2.33823e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 88218 members 
Entering Unmasked Estep 
Score: -23382618.000000 Penalty: 5983.622070
	Iteration 20F: 3 clusters Score -2.338262e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -23382866.000000 Penalty: 5983.622070
	Iteration 21Q: 3 clusters Score -2.338287e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -23383018.000000 Penalty: 5983.622070
	Iteration 22Q: 3 clusters Score -2.338302e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85949 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -23383098.000000 Penalty: 5983.622070
	Iteration 23Q: 3 clusters Score -2.33831e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 87327 members 
Entering Unmasked Estep 
Score: -23383098.000000 Penalty: 5983.622070
	Iteration 24Q: 3 clusters Score -2.33831e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -23383096.000000 Penalty: 5983.622070
	Iteration 25Q: 3 clusters Score -2.33831e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 86984 members 
Entering Unmasked Estep 
Score: -23383158.000000 Penalty: 5983.622070
	Iteration 26Q: 3 clusters Score -2.338316e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -23383180.000000 Penalty: 5983.622070
	Iteration 27Q: 3 clusters Score -2.338318e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -23383244.000000 Penalty: 5983.622070
	Iteration 28Q: 3 clusters Score -2.338324e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 86520 members 
Entering Unmasked Estep 
Score: -23383358.000000 Penalty: 5983.622070
	Iteration 29Q: 3 clusters Score -2.338336e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -23383434.000000 Penalty: 5983.622070
	Iteration 30Q: 3 clusters Score -2.338343e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87269 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -23383394.000000 Penalty: 5983.622070
	Iteration 31Q: 3 clusters Score -2.338339e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -23383440.000000 Penalty: 5983.622070
	Iteration 32Q: 3 clusters Score -2.338344e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 85885 members 
Entering Unmasked Estep 
Score: -23383502.000000 Penalty: 5983.622070
	Iteration 33Q: 3 clusters Score -2.33835e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87719 members 
Mstep: Class 2 contains 85750 members 
Entering Unmasked Estep 
Score: -23383534.000000 Penalty: 5983.622070
	Iteration 34Q: 3 clusters Score -2.338353e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87840 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -23383554.000000 Penalty: 5983.622070
	Iteration 35Q: 3 clusters Score -2.338355e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -23383572.000000 Penalty: 5983.622070
	Iteration 36Q: 3 clusters Score -2.338357e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88147 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -23383540.000000 Penalty: 5983.622070
	Iteration 37Q: 3 clusters Score -2.338354e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -23383524.000000 Penalty: 5983.622070
	Iteration 38Q: 3 clusters Score -2.338352e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -23383556.000000 Penalty: 5983.622070
	Iteration 39Q: 3 clusters Score -2.338356e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -23383568.000000 Penalty: 5983.622070
	Iteration 40F: 3 clusters Score -2.338357e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88964 members 
Mstep: Class 2 contains 84505 members 
Entering Unmasked Estep 
Score: -23383542.000000 Penalty: 5983.622070
	Iteration 41Q: 3 clusters Score -2.338354e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -23383534.000000 Penalty: 5983.622070
	Iteration 42Q: 3 clusters Score -2.338353e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -23383480.000000 Penalty: 5983.622070
	Iteration 43Q: 3 clusters Score -2.338348e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -23383570.000000 Penalty: 5983.622070
	Iteration 44Q: 3 clusters Score -2.338357e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 83566 members 
Entering Unmasked Estep 
Score: -23383544.000000 Penalty: 5983.622070
	Iteration 45Q: 3 clusters Score -2.338354e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -23383608.000000 Penalty: 5983.622070
	Iteration 46Q: 3 clusters Score -2.338361e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -23383634.000000 Penalty: 5983.622070
	Iteration 47Q: 3 clusters Score -2.338363e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -23383722.000000 Penalty: 5983.622070
	Iteration 48Q: 3 clusters Score -2.338372e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -23383770.000000 Penalty: 5983.622070
	Iteration 49Q: 3 clusters Score -2.338377e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -23383732.000000 Penalty: 5983.622070
	Iteration 50Q: 3 clusters Score -2.338373e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 81588 members 
Entering Unmasked Estep 
Score: -23383724.000000 Penalty: 5983.622070
	Iteration 51Q: 3 clusters Score -2.338372e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92250 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -23383734.000000 Penalty: 5983.622070
	Iteration 52Q: 3 clusters Score -2.338373e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -23383762.000000 Penalty: 5983.622070
	Iteration 53Q: 3 clusters Score -2.338376e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -23383936.000000 Penalty: 5983.622070
	Iteration 54Q: 3 clusters Score -2.338394e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -23383960.000000 Penalty: 5983.622070
	Iteration 55Q: 3 clusters Score -2.338396e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -23383994.000000 Penalty: 5983.622070
	Iteration 56Q: 3 clusters Score -2.338399e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -23384020.000000 Penalty: 5983.622070
	Iteration 57Q: 3 clusters Score -2.338402e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95103 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -23384106.000000 Penalty: 5983.622070
	Iteration 58Q: 3 clusters Score -2.338411e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -23384122.000000 Penalty: 5983.622070
	Iteration 59Q: 3 clusters Score -2.338412e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96278 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -23384140.000000 Penalty: 5983.622070
	Iteration 60F: 3 clusters Score -2.338414e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 76542 members 
Entering Unmasked Estep 
Score: -23384124.000000 Penalty: 5983.622070
	Iteration 61Q: 3 clusters Score -2.338412e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -23384198.000000 Penalty: 5983.622070
	Iteration 62Q: 3 clusters Score -2.33842e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98411 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -23384290.000000 Penalty: 5983.622070
	Iteration 63Q: 3 clusters Score -2.338429e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99217 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -23384436.000000 Penalty: 5983.622070
	Iteration 64Q: 3 clusters Score -2.338444e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 73401 members 
Entering Unmasked Estep 
Score: -23384556.000000 Penalty: 5983.622070
	Iteration 65Q: 3 clusters Score -2.338456e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -23384668.000000 Penalty: 5983.622070
	Iteration 66Q: 3 clusters Score -2.338467e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -23384814.000000 Penalty: 5983.622070
	Iteration 67Q: 3 clusters Score -2.338481e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -23384832.000000 Penalty: 5983.622070
	Iteration 68Q: 3 clusters Score -2.338483e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104127 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -23384990.000000 Penalty: 5983.622070
	Iteration 69Q: 3 clusters Score -2.338499e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -23385136.000000 Penalty: 5983.622070
	Iteration 70Q: 3 clusters Score -2.338514e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106528 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -23385344.000000 Penalty: 5983.622070
	Iteration 71Q: 3 clusters Score -2.338534e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -23385552.000000 Penalty: 5983.622070
	Iteration 72Q: 3 clusters Score -2.338555e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109152 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -23385592.000000 Penalty: 5983.622070
	Iteration 73Q: 3 clusters Score -2.338559e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110550 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -23385796.000000 Penalty: 5983.622070
	Iteration 74Q: 3 clusters Score -2.33858e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112033 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -23386012.000000 Penalty: 5983.622070
	Iteration 75Q: 3 clusters Score -2.338601e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113551 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -23386260.000000 Penalty: 5983.622070
	Iteration 76Q: 3 clusters Score -2.338626e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -23386534.000000 Penalty: 5983.622070
	Iteration 77Q: 3 clusters Score -2.338653e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116898 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -23386726.000000 Penalty: 5983.622070
	Iteration 78Q: 3 clusters Score -2.338673e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118678 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -23387082.000000 Penalty: 5983.622070
	Iteration 79Q: 3 clusters Score -2.338708e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120517 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -23387458.000000 Penalty: 5983.622070
	Iteration 80F: 3 clusters Score -2.338746e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122409 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -23387936.000000 Penalty: 5983.622070
	Iteration 81Q: 3 clusters Score -2.338794e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124373 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -23388330.000000 Penalty: 5983.622070
	Iteration 82Q: 3 clusters Score -2.338833e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126426 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -23388672.000000 Penalty: 5983.622070
	Iteration 83Q: 3 clusters Score -2.338867e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128425 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -23389138.000000 Penalty: 5983.622070
	Iteration 84Q: 3 clusters Score -2.338914e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130468 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -23389704.000000 Penalty: 5983.622070
	Iteration 85Q: 3 clusters Score -2.33897e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132556 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -23390232.000000 Penalty: 5983.622070
	Iteration 86Q: 3 clusters Score -2.339023e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134656 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -23390768.000000 Penalty: 5983.622070
	Iteration 87Q: 3 clusters Score -2.339077e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136769 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -23391456.000000 Penalty: 5983.622070
	Iteration 88Q: 3 clusters Score -2.339146e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138904 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -23392232.000000 Penalty: 5983.622070
	Iteration 89Q: 3 clusters Score -2.339223e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141015 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -23392938.000000 Penalty: 5983.622070
	Iteration 90Q: 3 clusters Score -2.339294e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143083 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -23393640.000000 Penalty: 5983.622070
	Iteration 91Q: 3 clusters Score -2.339364e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145081 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -23394112.000000 Penalty: 5983.622070
	Iteration 92Q: 3 clusters Score -2.339411e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147025 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -23394596.000000 Penalty: 5983.622070
	Iteration 93Q: 3 clusters Score -2.33946e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148824 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -23395092.000000 Penalty: 5983.622070
	Iteration 94Q: 3 clusters Score -2.339509e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150588 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -23395654.000000 Penalty: 5983.622070
	Iteration 95Q: 3 clusters Score -2.339565e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152291 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -23396156.000000 Penalty: 5983.622070
	Iteration 96Q: 3 clusters Score -2.339616e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -23396720.000000 Penalty: 5983.622070
	Iteration 97Q: 3 clusters Score -2.339672e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155360 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -23397124.000000 Penalty: 5983.622070
	Iteration 98Q: 3 clusters Score -2.339712e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156795 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -23397688.000000 Penalty: 5983.622070
	Iteration 99Q: 3 clusters Score -2.339769e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -23398072.000000 Penalty: 5983.622070
	Iteration 100F: 3 clusters Score -2.339807e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -23398428.000000 Penalty: 5983.622070
	Iteration 101Q: 3 clusters Score -2.339843e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161466 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -23398604.000000 Penalty: 5983.622070
	Iteration 102Q: 3 clusters Score -2.33986e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162951 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -23398950.000000 Penalty: 5983.622070
	Iteration 103Q: 3 clusters Score -2.339895e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164379 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -23399152.000000 Penalty: 5983.622070
	Iteration 104Q: 3 clusters Score -2.339915e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -23399216.000000 Penalty: 5983.622070
	Iteration 105Q: 3 clusters Score -2.339922e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -23399360.000000 Penalty: 5983.622070
	Iteration 106Q: 3 clusters Score -2.339936e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167888 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -23399354.000000 Penalty: 5983.622070
	Iteration 107Q: 3 clusters Score -2.339935e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -23399298.000000 Penalty: 5983.622070
	Iteration 108Q: 3 clusters Score -2.33993e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169450 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -23399186.000000 Penalty: 5983.622070
	Iteration 109Q: 3 clusters Score -2.339919e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170055 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -23399284.000000 Penalty: 5983.622070
	Iteration 110Q: 3 clusters Score -2.339928e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -23399314.000000 Penalty: 5983.622070
	Iteration 111Q: 3 clusters Score -2.339931e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171010 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -23399298.000000 Penalty: 5983.622070
	Iteration 112Q: 3 clusters Score -2.33993e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171324 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -23399260.000000 Penalty: 5983.622070
	Iteration 113Q: 3 clusters Score -2.339926e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171562 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -23399210.000000 Penalty: 5983.622070
	Iteration 114Q: 3 clusters Score -2.339921e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171738 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23399212.000000 Penalty: 5983.622070
	Iteration 115Q: 3 clusters Score -2.339921e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171881 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -23399168.000000 Penalty: 5983.622070
	Iteration 116Q: 3 clusters Score -2.339917e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171979 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -23399140.000000 Penalty: 5983.622070
	Iteration 117Q: 3 clusters Score -2.339914e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172057 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -23399120.000000 Penalty: 5983.622070
	Iteration 118Q: 3 clusters Score -2.339912e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172119 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -23399130.000000 Penalty: 5983.622070
	Iteration 119Q: 3 clusters Score -2.339913e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172167 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -23399110.000000 Penalty: 5983.622070
	Iteration 120F: 3 clusters Score -2.339911e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172210 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -23399074.000000 Penalty: 5983.622070
	Iteration 121Q: 3 clusters Score -2.339907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172241 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -23399090.000000 Penalty: 5983.622070
	Iteration 122Q: 3 clusters Score -2.339909e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172276 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -23399086.000000 Penalty: 5983.622070
	Iteration 123Q: 3 clusters Score -2.339909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172303 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23399036.000000 Penalty: 5983.622070
	Iteration 124Q: 3 clusters Score -2.339904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172325 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -23399012.000000 Penalty: 5983.622070
	Iteration 125Q: 3 clusters Score -2.339901e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172342 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23399012.000000 Penalty: 5983.622070
	Iteration 126Q: 3 clusters Score -2.339901e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172363 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -23399020.000000 Penalty: 5983.622070
	Iteration 127Q: 3 clusters Score -2.339902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172370 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -23399024.000000 Penalty: 5983.622070
	Iteration 128Q: 3 clusters Score -2.339902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -23399024.000000 Penalty: 5983.622070
	Iteration 129Q: 3 clusters Score -2.339902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172399 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -23399002.000000 Penalty: 5983.622070
	Iteration 130Q: 3 clusters Score -2.3399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172414 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23398998.000000 Penalty: 5983.622070
	Iteration 131Q: 3 clusters Score -2.3399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172425 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -23398994.000000 Penalty: 5983.622070
	Iteration 132Q: 3 clusters Score -2.339899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172435 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -23398992.000000 Penalty: 5983.622070
	Iteration 133Q: 3 clusters Score -2.339899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172441 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -23398996.000000 Penalty: 5983.622070
	Iteration 134Q: 3 clusters Score -2.3399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172444 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -23399008.000000 Penalty: 5983.622070
	Iteration 135Q: 3 clusters Score -2.339901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172447 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -23399004.000000 Penalty: 5983.622070
	Iteration 136Q: 3 clusters Score -2.3399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172448 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -23399000.000000 Penalty: 5983.622070
	Iteration 137Q: 3 clusters Score -2.3399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172448 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -23399000.000000 Penalty: 5983.622070
	Iteration 138F: 3 clusters Score -2.3399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -211559.812500 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -211559.8 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 855 members 
Entering Unmasked Estep 
Score: -209187.125000 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -209187.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -209792.984375 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -209793 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -210065.859375 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -210065.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -210213.531250 Penalty: 3681.497314
	Iteration 3F: 3 clusters Score -210213.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -210318.343750 Penalty: 3681.497314
	Iteration 4Q: 3 clusters Score -210318.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -210395.468750 Penalty: 3681.497314
	Iteration 5Q: 3 clusters Score -210395.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -210440.031250 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -210440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -210482.671875 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -210482.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -210534.703125 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -210534.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -210561.703125 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -210561.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -210580.703125 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -210580.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -210597.468750 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -210597.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -210616.671875 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -210616.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -210625.765625 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -210625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -210632.234375 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -210632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -210639.265625 Penalty: 3681.497314
	Iteration 15Q: 3 clusters Score -210639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -210647.500000 Penalty: 3681.497314
	Iteration 16Q: 3 clusters Score -210647.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -210653.546875 Penalty: 3681.497314
	Iteration 17Q: 3 clusters Score -210653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -210664.125000 Penalty: 3681.497314
	Iteration 18Q: 3 clusters Score -210664.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -210679.187500 Penalty: 3681.497314
	Iteration 19Q: 3 clusters Score -210679.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -210695.390625 Penalty: 3681.497314
	Iteration 20F: 3 clusters Score -210695.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -210708.828125 Penalty: 3681.497314
	Iteration 21Q: 3 clusters Score -210708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -210712.203125 Penalty: 3681.497314
	Iteration 22Q: 3 clusters Score -210712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -210713.593750 Penalty: 3681.497314
	Iteration 23Q: 3 clusters Score -210713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -210715.203125 Penalty: 3681.497314
	Iteration 24Q: 3 clusters Score -210715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -210716.406250 Penalty: 3681.497314
	Iteration 25Q: 3 clusters Score -210716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -210716.656250 Penalty: 3681.497314
	Iteration 26Q: 3 clusters Score -210716.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -210716.656250 Penalty: 3681.497314
	Iteration 27F: 3 clusters Score -210716.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -204463.000000 Penalty: 1840.600342
	Iteration 0F: 2 clusters Score -204463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202072.359375 Penalty: 3681.200684
	Iteration 0F: 3 clusters Score -202072.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -202504.609375 Penalty: 3681.200684
	Iteration 1F: 3 clusters Score -202504.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -202685.078125 Penalty: 3681.200684
	Iteration 2F: 3 clusters Score -202685.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -202787.031250 Penalty: 3681.200684
	Iteration 3Q: 3 clusters Score -202787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -202868.421875 Penalty: 3681.200684
	Iteration 4Q: 3 clusters Score -202868.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -202916.328125 Penalty: 3681.200684
	Iteration 5Q: 3 clusters Score -202916.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -202976.593750 Penalty: 3681.200684
	Iteration 6Q: 3 clusters Score -202976.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -203062.781250 Penalty: 3681.200684
	Iteration 7Q: 3 clusters Score -203062.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -203172.640625 Penalty: 3681.200684
	Iteration 8Q: 3 clusters Score -203172.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -203256.953125 Penalty: 3681.200684
	Iteration 9Q: 3 clusters Score -203257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -203311.828125 Penalty: 3681.200684
	Iteration 10Q: 3 clusters Score -203311.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -203346.328125 Penalty: 3681.200684
	Iteration 11Q: 3 clusters Score -203346.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -203366.796875 Penalty: 3681.200684
	Iteration 12Q: 3 clusters Score -203366.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -203375.203125 Penalty: 3681.200684
	Iteration 13Q: 3 clusters Score -203375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -203377.406250 Penalty: 3681.200684
	Iteration 14Q: 3 clusters Score -203377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -203382.765625 Penalty: 3681.200684
	Iteration 15Q: 3 clusters Score -203382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -203388.000000 Penalty: 3681.200684
	Iteration 16Q: 3 clusters Score -203388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -203393.921875 Penalty: 3681.200684
	Iteration 17Q: 3 clusters Score -203393.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -203399.687500 Penalty: 3681.200684
	Iteration 18Q: 3 clusters Score -203399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -203401.703125 Penalty: 3681.200684
	Iteration 19Q: 3 clusters Score -203401.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -203425.109375 Penalty: 3681.200684
	Iteration 20F: 3 clusters Score -203425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -203449.531250 Penalty: 3681.200684
	Iteration 21Q: 3 clusters Score -203449.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -203456.343750 Penalty: 3681.200684
	Iteration 22Q: 3 clusters Score -203456.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -203460.843750 Penalty: 3681.200684
	Iteration 23Q: 3 clusters Score -203460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -203463.968750 Penalty: 3681.200684
	Iteration 24Q: 3 clusters Score -203464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -203468.843750 Penalty: 3681.200684
	Iteration 25Q: 3 clusters Score -203468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -203471.703125 Penalty: 3681.200684
	Iteration 26Q: 3 clusters Score -203471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -203474.406250 Penalty: 3681.200684
	Iteration 27Q: 3 clusters Score -203474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -203474.828125 Penalty: 3681.200684
	Iteration 28Q: 3 clusters Score -203474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -203474.828125 Penalty: 3681.200684
	Iteration 29F: 3 clusters Score -203474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140332 members 
Mstep: Class 2 contains 56770 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176045 members 
Mstep: Class 6 contains 89392 members 
Mstep: Class 7 contains 50146 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160406 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6948 members 
Mstep: Class 13 contains 29295 members 
Mstep: Class 14 contains 28810 members 
Mstep: Class 15 contains 159452 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173469 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370704.000000 Penalty: 65528.617188
Iteration 239Q: 20 clusters Score -1.443707e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140325 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 11648 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176042 members 
Mstep: Class 6 contains 89395 members 
Mstep: Class 7 contains 50147 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160411 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6942 members 
Mstep: Class 13 contains 29297 members 
Mstep: Class 14 contains 28822 members 
Mstep: Class 15 contains 159448 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173470 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370640.000000 Penalty: 65528.617188
Iteration 240F: 20 clusters Score -1.443706e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140324 members 
Mstep: Class 2 contains 56762 members 
Mstep: Class 3 contains 11649 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176040 members 
Mstep: Class 6 contains 89403 members 
Mstep: Class 7 contains 50145 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160408 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6932 members 
Mstep: Class 13 contains 29295 members 
Mstep: Class 14 contains 28834 members 
Mstep: Class 15 contains 159448 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173472 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370768.000000 Penalty: 65528.617188
Iteration 241Q: 20 clusters Score -1.443708e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140316 members 
Mstep: Class 2 contains 56754 members 
Mstep: Class 3 contains 11649 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89409 members 
Mstep: Class 7 contains 50144 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160420 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6926 members 
Mstep: Class 13 contains 29296 members 
Mstep: Class 14 contains 28842 members 
Mstep: Class 15 contains 159443 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 173476 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370864.000000 Penalty: 65528.617188
Iteration 242Q: 20 clusters Score -1.443709e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140319 members 
Mstep: Class 2 contains 56755 members 
Mstep: Class 3 contains 11650 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89416 members 
Mstep: Class 7 contains 50144 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160417 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6915 members 
Mstep: Class 13 contains 29297 members 
Mstep: Class 14 contains 28849 members 
Mstep: Class 15 contains 159441 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 173471 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370816.000000 Penalty: 65528.617188
Iteration 243Q: 20 clusters Score -1.443708e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140319 members 
Mstep: Class 2 contains 56749 members 
Mstep: Class 3 contains 11650 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89422 members 
Mstep: Class 7 contains 50143 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160406 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6907 members 
Mstep: Class 13 contains 29296 members 
Mstep: Class 14 contains 28857 members 
Mstep: Class 15 contains 159446 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 173478 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370832.000000 Penalty: 65528.617188
Iteration 244Q: 20 clusters Score -1.443708e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140315 members 
Mstep: Class 2 contains 56750 members 
Mstep: Class 3 contains 11649 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176033 members 
Mstep: Class 6 contains 89437 members 
Mstep: Class 7 contains 50142 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160402 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6894 members 
Mstep: Class 13 contains 29296 members 
Mstep: Class 14 contains 28862 members 
Mstep: Class 15 contains 159450 members 
Mstep: Class 16 contains 3699 members 
Mstep: Class 17 contains 173478 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370688.000000 Penalty: 65528.617188
Iteration 245Q: 20 clusters Score -1.443707e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140314 members 
Mstep: Class 2 contains 56745 members 
Mstep: Class 3 contains 11650 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176034 members 
Mstep: Class 6 contains 89447 members 
Mstep: Class 7 contains 50142 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160393 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6882 members 
Mstep: Class 13 contains 29297 members 
Mstep: Class 14 contains 28872 members 
Mstep: Class 15 contains 159451 members 
Mstep: Class 16 contains 3699 members 
Mstep: Class 17 contains 173481 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370672.000000 Penalty: 65528.617188
Iteration 246Q: 20 clusters Score -1.443707e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140313 members 
Mstep: Class 2 contains 56742 members 
Mstep: Class 3 contains 11652 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176034 members 
Mstep: Class 6 contains 89456 members 
Mstep: Class 7 contains 50141 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160395 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6868 members 
Mstep: Class 13 contains 29302 members 
Mstep: Class 14 contains 28876 members 
Mstep: Class 15 contains 159448 members 
Mstep: Class 16 contains 3699 members 
Mstep: Class 17 contains 173481 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370736.000000 Penalty: 65528.617188
Iteration 247Q: 20 clusters Score -1.443707e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140317 members 
Mstep: Class 2 contains 56738 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176034 members 
Mstep: Class 6 contains 89460 members 
Mstep: Class 7 contains 50138 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160400 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6854 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 28885 members 
Mstep: Class 15 contains 159443 members 
Mstep: Class 16 contains 3699 members 
Mstep: Class 17 contains 173483 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370624.000000 Penalty: 65528.617188
Iteration 248Q: 20 clusters Score -1.443706e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140313 members 
Mstep: Class 2 contains 56737 members 
Mstep: Class 3 contains 11652 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176045 members 
Mstep: Class 6 contains 89466 members 
Mstep: Class 7 contains 50138 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160401 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6842 members 
Mstep: Class 13 contains 29307 members 
Mstep: Class 14 contains 28890 members 
Mstep: Class 15 contains 159434 members 
Mstep: Class 16 contains 3700 members 
Mstep: Class 17 contains 173482 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370592.000000 Penalty: 65528.617188
Iteration 249Q: 20 clusters Score -1.443706e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140308 members 
Mstep: Class 2 contains 56737 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176054 members 
Mstep: Class 6 contains 89470 members 
Mstep: Class 7 contains 50137 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160391 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 6832 members 
Mstep: Class 13 contains 29311 members 
Mstep: Class 14 contains 28899 members 
Mstep: Class 15 contains 159430 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173483 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370656.000000 Penalty: 65528.617188
Iteration 250Q: 20 clusters Score -1.443707e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140306 members 
Mstep: Class 2 contains 56734 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176058 members 
Mstep: Class 6 contains 89473 members 
Mstep: Class 7 contains 50139 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160391 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6822 members 
Mstep: Class 13 contains 29312 members 
Mstep: Class 14 contains 28905 members 
Mstep: Class 15 contains 159427 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173485 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370656.000000 Penalty: 65528.617188
Iteration 251Q: 20 clusters Score -1.443707e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140307 members 
Mstep: Class 2 contains 56728 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176066 members 
Mstep: Class 6 contains 89473 members 
Mstep: Class 7 contains 50138 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160400 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6815 members 
Mstep: Class 13 contains 29315 members 
Mstep: Class 14 contains 28913 members 
Mstep: Class 15 contains 159416 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173481 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370656.000000 Penalty: 65528.617188
Iteration 252Q: 20 clusters Score -1.443707e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 56725 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176075 members 
Mstep: Class 6 contains 89473 members 
Mstep: Class 7 contains 50136 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160401 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6805 members 
Mstep: Class 13 contains 29321 members 
Mstep: Class 14 contains 28924 members 
Mstep: Class 15 contains 159405 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173484 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370688.000000 Penalty: 65528.617188
Iteration 253Q: 20 clusters Score -1.443707e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140301 members 
Mstep: Class 2 contains 56721 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176079 members 
Mstep: Class 6 contains 89470 members 
Mstep: Class 7 contains 50134 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160405 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6795 members 
Mstep: Class 13 contains 29328 members 
Mstep: Class 14 contains 28939 members 
Mstep: Class 15 contains 159396 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173483 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370736.000000 Penalty: 65528.617188
Iteration 254Q: 20 clusters Score -1.443707e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140295 members 
Mstep: Class 2 contains 56716 members 
Mstep: Class 3 contains 11652 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176082 members 
Mstep: Class 6 contains 89467 members 
Mstep: Class 7 contains 50137 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160421 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6785 members 
Mstep: Class 13 contains 29331 members 
Mstep: Class 14 contains 28953 members 
Mstep: Class 15 contains 159378 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173487 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370704.000000 Penalty: 65528.617188
Iteration 255Q: 20 clusters Score -1.443707e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140292 members 
Mstep: Class 2 contains 56714 members 
Mstep: Class 3 contains 11652 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176078 members 
Mstep: Class 6 contains 89472 members 
Mstep: Class 7 contains 50137 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6775 members 
Mstep: Class 13 contains 29332 members 
Mstep: Class 14 contains 28969 members 
Mstep: Class 15 contains 159359 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173491 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370736.000000 Penalty: 65528.617188
Iteration 256Q: 20 clusters Score -1.443707e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140279 members 
Mstep: Class 2 contains 56714 members 
Mstep: Class 3 contains 11652 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176075 members 
Mstep: Class 6 contains 89474 members 
Mstep: Class 7 contains 50136 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 160443 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6773 members 
Mstep: Class 13 contains 29333 members 
Mstep: Class 14 contains 28986 members 
Mstep: Class 15 contains 159348 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173489 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370688.000000 Penalty: 65528.617188
Iteration 257Q: 20 clusters Score -1.443707e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140272 members 
Mstep: Class 2 contains 56716 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176079 members 
Mstep: Class 6 contains 89473 members 
Mstep: Class 7 contains 50135 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160447 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6771 members 
Mstep: Class 13 contains 29333 members 
Mstep: Class 14 contains 28999 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173488 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370656.000000 Penalty: 65528.617188
Iteration 258Q: 20 clusters Score -1.443707e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140268 members 
Mstep: Class 2 contains 56713 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176080 members 
Mstep: Class 6 contains 89472 members 
Mstep: Class 7 contains 50135 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160445 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6769 members 
Mstep: Class 13 contains 29334 members 
Mstep: Class 14 contains 29016 members 
Mstep: Class 15 contains 159330 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173485 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370720.000000 Penalty: 65528.617188
Iteration 259Q: 20 clusters Score -1.443707e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140268 members 
Mstep: Class 2 contains 56708 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176071 members 
Mstep: Class 6 contains 89473 members 
Mstep: Class 7 contains 50135 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160437 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6768 members 
Mstep: Class 13 contains 29335 members 
Mstep: Class 14 contains 29030 members 
Mstep: Class 15 contains 159339 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173483 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370656.000000 Penalty: 65528.617188
Iteration 260F: 20 clusters Score -1.443707e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140266 members 
Mstep: Class 2 contains 56708 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176072 members 
Mstep: Class 6 contains 89471 members 
Mstep: Class 7 contains 50136 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160426 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6763 members 
Mstep: Class 13 contains 29336 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 15 contains 159345 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173485 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370768.000000 Penalty: 65528.617188
Iteration 261Q: 20 clusters Score -1.443708e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140265 members 
Mstep: Class 2 contains 56701 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176072 members 
Mstep: Class 6 contains 89468 members 
Mstep: Class 7 contains 50133 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160430 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6760 members 
Mstep: Class 13 contains 29334 members 
Mstep: Class 14 contains 29055 members 
Mstep: Class 15 contains 159339 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173490 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370720.000000 Penalty: 65528.617188
Iteration 262Q: 20 clusters Score -1.443707e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 56695 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176079 members 
Mstep: Class 6 contains 89468 members 
Mstep: Class 7 contains 50131 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160433 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6756 members 
Mstep: Class 13 contains 29338 members 
Mstep: Class 14 contains 29069 members 
Mstep: Class 15 contains 159339 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173486 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370640.000000 Penalty: 65528.617188
Iteration 263Q: 20 clusters Score -1.443706e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140255 members 
Mstep: Class 2 contains 56694 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176085 members 
Mstep: Class 6 contains 89471 members 
Mstep: Class 7 contains 50129 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160416 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6752 members 
Mstep: Class 13 contains 29340 members 
Mstep: Class 14 contains 29087 members 
Mstep: Class 15 contains 159332 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173487 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370592.000000 Penalty: 65528.617188
Iteration 264Q: 20 clusters Score -1.443706e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140255 members 
Mstep: Class 2 contains 56693 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176092 members 
Mstep: Class 6 contains 89470 members 
Mstep: Class 7 contains 50126 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160406 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6745 members 
Mstep: Class 13 contains 29343 members 
Mstep: Class 14 contains 29109 members 
Mstep: Class 15 contains 159325 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173484 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370528.000000 Penalty: 65528.617188
Iteration 265Q: 20 clusters Score -1.443705e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140253 members 
Mstep: Class 2 contains 56691 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176093 members 
Mstep: Class 6 contains 89470 members 
Mstep: Class 7 contains 50125 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160399 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6737 members 
Mstep: Class 13 contains 29342 members 
Mstep: Class 14 contains 29125 members 
Mstep: Class 15 contains 159329 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173484 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370560.000000 Penalty: 65528.617188
Iteration 266Q: 20 clusters Score -1.443706e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140249 members 
Mstep: Class 2 contains 56690 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176097 members 
Mstep: Class 6 contains 89471 members 
Mstep: Class 7 contains 50121 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160400 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 29341 members 
Mstep: Class 14 contains 29138 members 
Mstep: Class 15 contains 159327 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173481 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370480.000000 Penalty: 65528.617188
Iteration 267Q: 20 clusters Score -1.443705e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140245 members 
Mstep: Class 2 contains 56692 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176092 members 
Mstep: Class 6 contains 89469 members 
Mstep: Class 7 contains 50119 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160402 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6727 members 
Mstep: Class 13 contains 29339 members 
Mstep: Class 14 contains 29145 members 
Mstep: Class 15 contains 159330 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173488 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370480.000000 Penalty: 65528.617188
Iteration 268Q: 20 clusters Score -1.443705e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140238 members 
Mstep: Class 2 contains 56690 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176090 members 
Mstep: Class 6 contains 89469 members 
Mstep: Class 7 contains 50117 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160394 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6724 members 
Mstep: Class 13 contains 29338 members 
Mstep: Class 14 contains 29162 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173490 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370528.000000 Penalty: 65528.617188
Iteration 269Q: 20 clusters Score -1.443705e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140236 members 
Mstep: Class 2 contains 56686 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176091 members 
Mstep: Class 6 contains 89472 members 
Mstep: Class 7 contains 50115 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160380 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 6721 members 
Mstep: Class 13 contains 29338 members 
Mstep: Class 14 contains 29180 members 
Mstep: Class 15 contains 159341 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173489 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370592.000000 Penalty: 65528.617188
Iteration 270Q: 20 clusters Score -1.443706e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140239 members 
Mstep: Class 2 contains 56682 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176097 members 
Mstep: Class 6 contains 89473 members 
Mstep: Class 7 contains 50117 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160360 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 29334 members 
Mstep: Class 14 contains 29195 members 
Mstep: Class 15 contains 159345 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173489 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370736.000000 Penalty: 65528.617188
Iteration 271Q: 20 clusters Score -1.443707e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 56680 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176098 members 
Mstep: Class 6 contains 89475 members 
Mstep: Class 7 contains 50118 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160348 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 29332 members 
Mstep: Class 14 contains 29206 members 
Mstep: Class 15 contains 159344 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173487 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370704.000000 Penalty: 65528.617188
Iteration 272Q: 20 clusters Score -1.443707e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 56679 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176106 members 
Mstep: Class 6 contains 89475 members 
Mstep: Class 7 contains 50114 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160340 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 29331 members 
Mstep: Class 14 contains 29211 members 
Mstep: Class 15 contains 159347 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173486 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370528.000000 Penalty: 65528.617188
Iteration 273Q: 20 clusters Score -1.443705e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140242 members 
Mstep: Class 2 contains 56681 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176114 members 
Mstep: Class 6 contains 89473 members 
Mstep: Class 7 contains 50113 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160326 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 29329 members 
Mstep: Class 14 contains 29221 members 
Mstep: Class 15 contains 159350 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 173482 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370528.000000 Penalty: 65528.617188
Iteration 274Q: 20 clusters Score -1.443705e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140245 members 
Mstep: Class 2 contains 56681 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176120 members 
Mstep: Class 6 contains 89474 members 
Mstep: Class 7 contains 50112 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160312 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 29329 members 
Mstep: Class 14 contains 29220 members 
Mstep: Class 15 contains 159359 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 173480 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370496.000000 Penalty: 65528.617188
Iteration 275Q: 20 clusters Score -1.443705e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 56682 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176129 members 
Mstep: Class 6 contains 89475 members 
Mstep: Class 7 contains 50108 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160298 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 29329 members 
Mstep: Class 14 contains 29224 members 
Mstep: Class 15 contains 159366 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173482 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370480.000000 Penalty: 65528.617188
Iteration 276Q: 20 clusters Score -1.443705e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140238 members 
Mstep: Class 2 contains 56684 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176134 members 
Mstep: Class 6 contains 89476 members 
Mstep: Class 7 contains 50108 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160289 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6699 members 
Mstep: Class 13 contains 29329 members 
Mstep: Class 14 contains 29235 members 
Mstep: Class 15 contains 159364 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173483 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370496.000000 Penalty: 65528.617188
Iteration 277Q: 20 clusters Score -1.443705e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140233 members 
Mstep: Class 2 contains 56684 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176136 members 
Mstep: Class 6 contains 89478 members 
Mstep: Class 7 contains 50109 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160281 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 29329 members 
Mstep: Class 14 contains 29244 members 
Mstep: Class 15 contains 159366 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173484 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144370400.000000 Penalty: 65528.617188
Iteration 278Q: 20 clusters Score -1.443704e+08 nChanged 46
Entering ConstructFrom: 
Score: -144370400.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (140230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140230 members 
Entering Unmasked Estep 
Score: -18846872.000000 Penalty: 2939.057617
	Iteration 0F: 2 clusters Score -1.884687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -18753260.000000 Penalty: 5878.115234
	Iteration 0F: 3 clusters Score -1.875326e+07 nChanged 67168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -18791732.000000 Penalty: 5878.115234
	Iteration 1F: 3 clusters Score -1.879173e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -18792816.000000 Penalty: 5878.115234
	Iteration 2Q: 3 clusters Score -1.879282e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -18794050.000000 Penalty: 5878.115234
	Iteration 3Q: 3 clusters Score -1.879405e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -18795930.000000 Penalty: 5878.115234
	Iteration 4Q: 3 clusters Score -1.879593e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -18798698.000000 Penalty: 5878.115234
	Iteration 5Q: 3 clusters Score -1.87987e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -18803462.000000 Penalty: 5878.115234
	Iteration 6F: 3 clusters Score -1.880346e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -18810762.000000 Penalty: 5878.115234
	Iteration 7F: 3 clusters Score -1.881076e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -18820204.000000 Penalty: 5878.115234
	Iteration 8F: 3 clusters Score -1.88202e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 112141 members 
Entering Unmasked Estep 
Score: -18828526.000000 Penalty: 5878.115234
	Iteration 9F: 3 clusters Score -1.882853e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 117683 members 
Entering Unmasked Estep 
Score: -18834164.000000 Penalty: 5878.115234
	Iteration 10Q: 3 clusters Score -1.883416e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 121409 members 
Entering Unmasked Estep 
Score: -18837326.000000 Penalty: 5878.115234
	Iteration 11Q: 3 clusters Score -1.883733e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 124140 members 
Entering Unmasked Estep 
Score: -18839220.000000 Penalty: 5878.115234
	Iteration 12Q: 3 clusters Score -1.883922e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 126354 members 
Entering Unmasked Estep 
Score: -18840570.000000 Penalty: 5878.115234
	Iteration 13Q: 3 clusters Score -1.884057e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 128155 members 
Entering Unmasked Estep 
Score: -18841400.000000 Penalty: 5878.115234
	Iteration 14Q: 3 clusters Score -1.88414e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -18842112.000000 Penalty: 5878.115234
	Iteration 15Q: 3 clusters Score -1.884211e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 130991 members 
Entering Unmasked Estep 
Score: -18842700.000000 Penalty: 5878.115234
	Iteration 16Q: 3 clusters Score -1.88427e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 132108 members 
Entering Unmasked Estep 
Score: -18843168.000000 Penalty: 5878.115234
	Iteration 17Q: 3 clusters Score -1.884317e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 133095 members 
Entering Unmasked Estep 
Score: -18843636.000000 Penalty: 5878.115234
	Iteration 18Q: 3 clusters Score -1.884364e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -18844002.000000 Penalty: 5878.115234
	Iteration 19Q: 3 clusters Score -1.8844e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 134629 members 
Entering Unmasked Estep 
Score: -18844214.000000 Penalty: 5878.115234
	Iteration 20F: 3 clusters Score -1.884421e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 135207 members 
Entering Unmasked Estep 
Score: -18844478.000000 Penalty: 5878.115234
	Iteration 21Q: 3 clusters Score -1.884448e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 135736 members 
Entering Unmasked Estep 
Score: -18844698.000000 Penalty: 5878.115234
	Iteration 22Q: 3 clusters Score -1.88447e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136181 members 
Entering Unmasked Estep 
Score: -18844928.000000 Penalty: 5878.115234
	Iteration 23Q: 3 clusters Score -1.884493e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 136526 members 
Entering Unmasked Estep 
Score: -18845066.000000 Penalty: 5878.115234
	Iteration 24Q: 3 clusters Score -1.884507e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 136814 members 
Entering Unmasked Estep 
Score: -18845126.000000 Penalty: 5878.115234
	Iteration 25Q: 3 clusters Score -1.884513e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 137056 members 
Entering Unmasked Estep 
Score: -18845228.000000 Penalty: 5878.115234
	Iteration 26Q: 3 clusters Score -1.884523e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 137271 members 
Entering Unmasked Estep 
Score: -18845284.000000 Penalty: 5878.115234
	Iteration 27Q: 3 clusters Score -1.884528e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 137471 members 
Entering Unmasked Estep 
Score: -18845326.000000 Penalty: 5878.115234
	Iteration 28Q: 3 clusters Score -1.884533e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 137622 members 
Entering Unmasked Estep 
Score: -18845330.000000 Penalty: 5878.115234
	Iteration 29Q: 3 clusters Score -1.884533e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 137768 members 
Entering Unmasked Estep 
Score: -18845392.000000 Penalty: 5878.115234
	Iteration 30Q: 3 clusters Score -1.884539e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 137897 members 
Entering Unmasked Estep 
Score: -18845398.000000 Penalty: 5878.115234
	Iteration 31Q: 3 clusters Score -1.88454e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 138003 members 
Entering Unmasked Estep 
Score: -18845388.000000 Penalty: 5878.115234
	Iteration 32Q: 3 clusters Score -1.884539e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 138093 members 
Entering Unmasked Estep 
Score: -18845386.000000 Penalty: 5878.115234
	Iteration 33Q: 3 clusters Score -1.884539e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 138162 members 
Entering Unmasked Estep 
Score: -18845338.000000 Penalty: 5878.115234
	Iteration 34Q: 3 clusters Score -1.884534e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 138216 members 
Entering Unmasked Estep 
Score: -18845390.000000 Penalty: 5878.115234
	Iteration 35Q: 3 clusters Score -1.884539e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 138260 members 
Entering Unmasked Estep 
Score: -18845408.000000 Penalty: 5878.115234
	Iteration 36Q: 3 clusters Score -1.884541e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 138300 members 
Entering Unmasked Estep 
Score: -18845394.000000 Penalty: 5878.115234
	Iteration 37Q: 3 clusters Score -1.884539e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 138340 members 
Entering Unmasked Estep 
Score: -18845388.000000 Penalty: 5878.115234
	Iteration 38Q: 3 clusters Score -1.884539e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 138380 members 
Entering Unmasked Estep 
Score: -18845426.000000 Penalty: 5878.115234
	Iteration 39Q: 3 clusters Score -1.884543e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 138410 members 
Entering Unmasked Estep 
Score: -18845410.000000 Penalty: 5878.115234
	Iteration 40F: 3 clusters Score -1.884541e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 138438 members 
Entering Unmasked Estep 
Score: -18845456.000000 Penalty: 5878.115234
	Iteration 41Q: 3 clusters Score -1.884546e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 138471 members 
Entering Unmasked Estep 
Score: -18845482.000000 Penalty: 5878.115234
	Iteration 42Q: 3 clusters Score -1.884548e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 138513 members 
Entering Unmasked Estep 
Score: -18845482.000000 Penalty: 5878.115234
	Iteration 43Q: 3 clusters Score -1.884548e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 138563 members 
Entering Unmasked Estep 
Score: -18845476.000000 Penalty: 5878.115234
	Iteration 44Q: 3 clusters Score -1.884548e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 138606 members 
Entering Unmasked Estep 
Score: -18845522.000000 Penalty: 5878.115234
	Iteration 45Q: 3 clusters Score -1.884552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 138642 members 
Entering Unmasked Estep 
Score: -18845544.000000 Penalty: 5878.115234
	Iteration 46Q: 3 clusters Score -1.884554e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 138673 members 
Entering Unmasked Estep 
Score: -18845564.000000 Penalty: 5878.115234
	Iteration 47Q: 3 clusters Score -1.884556e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 138682 members 
Entering Unmasked Estep 
Score: -18845562.000000 Penalty: 5878.115234
	Iteration 48Q: 3 clusters Score -1.884556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 138695 members 
Entering Unmasked Estep 
Score: -18845572.000000 Penalty: 5878.115234
	Iteration 49Q: 3 clusters Score -1.884557e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -18845614.000000 Penalty: 5878.115234
	Iteration 50Q: 3 clusters Score -1.884561e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 138726 members 
Entering Unmasked Estep 
Score: -18845620.000000 Penalty: 5878.115234
	Iteration 51Q: 3 clusters Score -1.884562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 138750 members 
Entering Unmasked Estep 
Score: -18845640.000000 Penalty: 5878.115234
	Iteration 52Q: 3 clusters Score -1.884564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 138765 members 
Entering Unmasked Estep 
Score: -18845662.000000 Penalty: 5878.115234
	Iteration 53Q: 3 clusters Score -1.884566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 138777 members 
Entering Unmasked Estep 
Score: -18845644.000000 Penalty: 5878.115234
	Iteration 54Q: 3 clusters Score -1.884564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 138789 members 
Entering Unmasked Estep 
Score: -18845656.000000 Penalty: 5878.115234
	Iteration 55Q: 3 clusters Score -1.884566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 138806 members 
Entering Unmasked Estep 
Score: -18845670.000000 Penalty: 5878.115234
	Iteration 56Q: 3 clusters Score -1.884567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 138817 members 
Entering Unmasked Estep 
Score: -18845660.000000 Penalty: 5878.115234
	Iteration 57Q: 3 clusters Score -1.884566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 138828 members 
Entering Unmasked Estep 
Score: -18845662.000000 Penalty: 5878.115234
	Iteration 58Q: 3 clusters Score -1.884566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 138838 members 
Entering Unmasked Estep 
Score: -18845672.000000 Penalty: 5878.115234
	Iteration 59Q: 3 clusters Score -1.884567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 138854 members 
Entering Unmasked Estep 
Score: -18845686.000000 Penalty: 5878.115234
	Iteration 60F: 3 clusters Score -1.884569e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 138868 members 
Entering Unmasked Estep 
Score: -18845684.000000 Penalty: 5878.115234
	Iteration 61Q: 3 clusters Score -1.884568e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 138882 members 
Entering Unmasked Estep 
Score: -18845698.000000 Penalty: 5878.115234
	Iteration 62Q: 3 clusters Score -1.88457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 138901 members 
Entering Unmasked Estep 
Score: -18845718.000000 Penalty: 5878.115234
	Iteration 63Q: 3 clusters Score -1.884572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 138917 members 
Entering Unmasked Estep 
Score: -18845718.000000 Penalty: 5878.115234
	Iteration 64Q: 3 clusters Score -1.884572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 138922 members 
Entering Unmasked Estep 
Score: -18845730.000000 Penalty: 5878.115234
	Iteration 65Q: 3 clusters Score -1.884573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 138929 members 
Entering Unmasked Estep 
Score: -18845734.000000 Penalty: 5878.115234
	Iteration 66Q: 3 clusters Score -1.884573e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 138935 members 
Entering Unmasked Estep 
Score: -18845772.000000 Penalty: 5878.115234
	Iteration 67Q: 3 clusters Score -1.884577e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 138946 members 
Entering Unmasked Estep 
Score: -18845796.000000 Penalty: 5878.115234
	Iteration 68Q: 3 clusters Score -1.88458e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 138971 members 
Entering Unmasked Estep 
Score: -18845794.000000 Penalty: 5878.115234
	Iteration 69Q: 3 clusters Score -1.884579e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 138998 members 
Entering Unmasked Estep 
Score: -18845832.000000 Penalty: 5878.115234
	Iteration 70Q: 3 clusters Score -1.884583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 139021 members 
Entering Unmasked Estep 
Score: -18845834.000000 Penalty: 5878.115234
	Iteration 71Q: 3 clusters Score -1.884583e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 139040 members 
Entering Unmasked Estep 
Score: -18845818.000000 Penalty: 5878.115234
	Iteration 72Q: 3 clusters Score -1.884582e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 139060 members 
Entering Unmasked Estep 
Score: -18845874.000000 Penalty: 5878.115234
	Iteration 73Q: 3 clusters Score -1.884587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 139080 members 
Entering Unmasked Estep 
Score: -18845862.000000 Penalty: 5878.115234
	Iteration 74Q: 3 clusters Score -1.884586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 139090 members 
Entering Unmasked Estep 
Score: -18845866.000000 Penalty: 5878.115234
	Iteration 75Q: 3 clusters Score -1.884587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 139098 members 
Entering Unmasked Estep 
Score: -18845878.000000 Penalty: 5878.115234
	Iteration 76Q: 3 clusters Score -1.884588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 139103 members 
Entering Unmasked Estep 
Score: -18845902.000000 Penalty: 5878.115234
	Iteration 77Q: 3 clusters Score -1.88459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 139110 members 
Entering Unmasked Estep 
Score: -18845894.000000 Penalty: 5878.115234
	Iteration 78Q: 3 clusters Score -1.884589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 139116 members 
Entering Unmasked Estep 
Score: -18845904.000000 Penalty: 5878.115234
	Iteration 79Q: 3 clusters Score -1.88459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 139123 members 
Entering Unmasked Estep 
Score: -18845912.000000 Penalty: 5878.115234
	Iteration 80F: 3 clusters Score -1.884591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 139130 members 
Entering Unmasked Estep 
Score: -18845898.000000 Penalty: 5878.115234
	Iteration 81Q: 3 clusters Score -1.88459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 139139 members 
Entering Unmasked Estep 
Score: -18845924.000000 Penalty: 5878.115234
	Iteration 82Q: 3 clusters Score -1.884592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 139146 members 
Entering Unmasked Estep 
Score: -18845936.000000 Penalty: 5878.115234
	Iteration 83Q: 3 clusters Score -1.884594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 139158 members 
Entering Unmasked Estep 
Score: -18845922.000000 Penalty: 5878.115234
	Iteration 84Q: 3 clusters Score -1.884592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 139161 members 
Entering Unmasked Estep 
Score: -18845954.000000 Penalty: 5878.115234
	Iteration 85Q: 3 clusters Score -1.884595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 139164 members 
Entering Unmasked Estep 
Score: -18845966.000000 Penalty: 5878.115234
	Iteration 86Q: 3 clusters Score -1.884597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 139170 members 
Entering Unmasked Estep 
Score: -18845962.000000 Penalty: 5878.115234
	Iteration 87Q: 3 clusters Score -1.884596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 139180 members 
Entering Unmasked Estep 
Score: -18845968.000000 Penalty: 5878.115234
	Iteration 88Q: 3 clusters Score -1.884597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 139188 members 
Entering Unmasked Estep 
Score: -18845980.000000 Penalty: 5878.115234
	Iteration 89Q: 3 clusters Score -1.884598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 139193 members 
Entering Unmasked Estep 
Score: -18845970.000000 Penalty: 5878.115234
	Iteration 90Q: 3 clusters Score -1.884597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 139194 members 
Entering Unmasked Estep 
Score: -18845978.000000 Penalty: 5878.115234
	Iteration 91Q: 3 clusters Score -1.884598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 139192 members 
Entering Unmasked Estep 
Score: -18845996.000000 Penalty: 5878.115234
	Iteration 92Q: 3 clusters Score -1.8846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 139196 members 
Entering Unmasked Estep 
Score: -18845996.000000 Penalty: 5878.115234
	Iteration 93Q: 3 clusters Score -1.8846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 139197 members 
Entering Unmasked Estep 
Score: -18846002.000000 Penalty: 5878.115234
	Iteration 94Q: 3 clusters Score -1.8846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 139199 members 
Entering Unmasked Estep 
Score: -18845998.000000 Penalty: 5878.115234
	Iteration 95Q: 3 clusters Score -1.8846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 139203 members 
Entering Unmasked Estep 
Score: -18846010.000000 Penalty: 5878.115234
	Iteration 96Q: 3 clusters Score -1.884601e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -18846046.000000 Penalty: 5878.115234
	Iteration 97Q: 3 clusters Score -1.884605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -18846074.000000 Penalty: 5878.115234
	Iteration 98Q: 3 clusters Score -1.884607e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 139224 members 
Entering Unmasked Estep 
Score: -18846088.000000 Penalty: 5878.115234
	Iteration 99Q: 3 clusters Score -1.884609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 139227 members 
Entering Unmasked Estep 
Score: -18846092.000000 Penalty: 5878.115234
	Iteration 100F: 3 clusters Score -1.884609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 139224 members 
Entering Unmasked Estep 
Score: -18846092.000000 Penalty: 5878.115234
	Iteration 101Q: 3 clusters Score -1.884609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 139226 members 
Entering Unmasked Estep 
Score: -18846094.000000 Penalty: 5878.115234
	Iteration 102Q: 3 clusters Score -1.884609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 139228 members 
Entering Unmasked Estep 
Score: -18846106.000000 Penalty: 5878.115234
	Iteration 103Q: 3 clusters Score -1.884611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 139222 members 
Entering Unmasked Estep 
Score: -18846106.000000 Penalty: 5878.115234
	Iteration 104Q: 3 clusters Score -1.884611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 139218 members 
Entering Unmasked Estep 
Score: -18846104.000000 Penalty: 5878.115234
	Iteration 105Q: 3 clusters Score -1.88461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 139218 members 
Entering Unmasked Estep 
Score: -18846116.000000 Penalty: 5878.115234
	Iteration 106Q: 3 clusters Score -1.884612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -18846118.000000 Penalty: 5878.115234
	Iteration 107Q: 3 clusters Score -1.884612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 139206 members 
Entering Unmasked Estep 
Score: -18846128.000000 Penalty: 5878.115234
	Iteration 108Q: 3 clusters Score -1.884613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 139205 members 
Entering Unmasked Estep 
Score: -18846130.000000 Penalty: 5878.115234
	Iteration 109Q: 3 clusters Score -1.884613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 139206 members 
Entering Unmasked Estep 
Score: -18846120.000000 Penalty: 5878.115234
	Iteration 110Q: 3 clusters Score -1.884612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -18846122.000000 Penalty: 5878.115234
	Iteration 111Q: 3 clusters Score -1.884612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -18846126.000000 Penalty: 5878.115234
	Iteration 112Q: 3 clusters Score -1.884613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 139209 members 
Entering Unmasked Estep 
Score: -18846112.000000 Penalty: 5878.115234
	Iteration 113Q: 3 clusters Score -1.884611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 139210 members 
Entering Unmasked Estep 
Score: -18846114.000000 Penalty: 5878.115234
	Iteration 114Q: 3 clusters Score -1.884611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 139209 members 
Entering Unmasked Estep 
Score: -18846118.000000 Penalty: 5878.115234
	Iteration 115Q: 3 clusters Score -1.884612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 139209 members 
Entering Unmasked Estep 
Score: -18846118.000000 Penalty: 5878.115234
	Iteration 116F: 3 clusters Score -1.884612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Entering Unmasked Estep 
Score: -7699782.000000 Penalty: 2714.421387
	Iteration 0F: 2 clusters Score -7699782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -7661773.000000 Penalty: 5428.842773
	Iteration 0F: 3 clusters Score -7661773 nChanged 26226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -7676521.000000 Penalty: 5428.842773
	Iteration 1F: 3 clusters Score -7676521 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -7677384.000000 Penalty: 5428.842773
	Iteration 2Q: 3 clusters Score -7677384 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -7678794.000000 Penalty: 5428.842773
	Iteration 3F: 3 clusters Score -7678794 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -7681055.500000 Penalty: 5428.842773
	Iteration 4F: 3 clusters Score -7681056 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -7684525.000000 Penalty: 5428.842773
	Iteration 5F: 3 clusters Score -7684525 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -7688765.500000 Penalty: 5428.842773
	Iteration 6F: 3 clusters Score -7688766 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -7692768.000000 Penalty: 5428.842773
	Iteration 7F: 3 clusters Score -7692768 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -7695277.500000 Penalty: 5428.842773
	Iteration 8Q: 3 clusters Score -7695278 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -7696674.000000 Penalty: 5428.842773
	Iteration 9Q: 3 clusters Score -7696674 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -7697435.500000 Penalty: 5428.842773
	Iteration 10Q: 3 clusters Score -7697436 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -7697853.000000 Penalty: 5428.842773
	Iteration 11Q: 3 clusters Score -7697853 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -7698068.000000 Penalty: 5428.842773
	Iteration 12Q: 3 clusters Score -7698068 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -7698179.000000 Penalty: 5428.842773
	Iteration 13Q: 3 clusters Score -7698179 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -7698224.500000 Penalty: 5428.842773
	Iteration 14Q: 3 clusters Score -7698224 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -7698275.500000 Penalty: 5428.842773
	Iteration 15Q: 3 clusters Score -7698276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -7698305.000000 Penalty: 5428.842773
	Iteration 16Q: 3 clusters Score -7698305 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -7698326.000000 Penalty: 5428.842773
	Iteration 17Q: 3 clusters Score -7698326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -7698333.000000 Penalty: 5428.842773
	Iteration 18Q: 3 clusters Score -7698333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -7698334.000000 Penalty: 5428.842773
	Iteration 19Q: 3 clusters Score -7698334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -7698363.500000 Penalty: 5428.842773
	Iteration 20F: 3 clusters Score -7698364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -7698370.000000 Penalty: 5428.842773
	Iteration 21Q: 3 clusters Score -7698370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -7698376.500000 Penalty: 5428.842773
	Iteration 22Q: 3 clusters Score -7698376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -7698383.000000 Penalty: 5428.842773
	Iteration 23Q: 3 clusters Score -7698383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -7698393.500000 Penalty: 5428.842773
	Iteration 24Q: 3 clusters Score -7698394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -7698387.500000 Penalty: 5428.842773
	Iteration 25Q: 3 clusters Score -7698388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -7698388.000000 Penalty: 5428.842773
	Iteration 26Q: 3 clusters Score -7698388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -7698390.000000 Penalty: 5428.842773
	Iteration 27Q: 3 clusters Score -7698390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -7698395.000000 Penalty: 5428.842773
	Iteration 28Q: 3 clusters Score -7698395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -7698397.000000 Penalty: 5428.842773
	Iteration 29Q: 3 clusters Score -7698397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -7698397.000000 Penalty: 5428.842773
	Iteration 30F: 3 clusters Score -7698397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -1488394.000000 Penalty: 2322.166748
	Iteration 0F: 2 clusters Score -1488394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1479700.125000 Penalty: 4644.333496
	Iteration 0F: 3 clusters Score -1479700 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1482367.000000 Penalty: 4644.333496
	Iteration 1F: 3 clusters Score -1482367 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1482842.875000 Penalty: 4644.333496
	Iteration 2F: 3 clusters Score -1482843 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1483273.000000 Penalty: 4644.333496
	Iteration 3F: 3 clusters Score -1483273 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1483672.500000 Penalty: 4644.333496
	Iteration 4F: 3 clusters Score -1483672 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1483981.375000 Penalty: 4644.333496
	Iteration 5Q: 3 clusters Score -1483981 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1484221.625000 Penalty: 4644.333496
	Iteration 6Q: 3 clusters Score -1484222 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1484408.125000 Penalty: 4644.333496
	Iteration 7Q: 3 clusters Score -1484408 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1484596.625000 Penalty: 4644.333496
	Iteration 8Q: 3 clusters Score -1484597 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1484796.875000 Penalty: 4644.333496
	Iteration 9Q: 3 clusters Score -1484797 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1485071.750000 Penalty: 4644.333496
	Iteration 10Q: 3 clusters Score -1485072 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1485380.875000 Penalty: 4644.333496
	Iteration 11Q: 3 clusters Score -1485381 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1485666.750000 Penalty: 4644.333496
	Iteration 12Q: 3 clusters Score -1485667 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1485946.375000 Penalty: 4644.333496
	Iteration 13Q: 3 clusters Score -1485946 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1486185.000000 Penalty: 4644.333496
	Iteration 14Q: 3 clusters Score -1486185 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1486361.125000 Penalty: 4644.333496
	Iteration 15Q: 3 clusters Score -1486361 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1486500.375000 Penalty: 4644.333496
	Iteration 16Q: 3 clusters Score -1486500 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1486610.750000 Penalty: 4644.333496
	Iteration 17Q: 3 clusters Score -1486611 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1486709.000000 Penalty: 4644.333496
	Iteration 18Q: 3 clusters Score -1486709 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1486832.750000 Penalty: 4644.333496
	Iteration 19Q: 3 clusters Score -1486833 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1486979.000000 Penalty: 4644.333496
	Iteration 20F: 3 clusters Score -1486979 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1487164.875000 Penalty: 4644.333496
	Iteration 21Q: 3 clusters Score -1487165 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1487456.750000 Penalty: 4644.333496
	Iteration 22Q: 3 clusters Score -1487457 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1487725.750000 Penalty: 4644.333496
	Iteration 23Q: 3 clusters Score -1487726 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1487916.000000 Penalty: 4644.333496
	Iteration 24Q: 3 clusters Score -1487916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1488039.750000 Penalty: 4644.333496
	Iteration 25Q: 3 clusters Score -1488040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1488178.250000 Penalty: 4644.333496
	Iteration 26Q: 3 clusters Score -1488178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1488332.375000 Penalty: 4644.333496
	Iteration 27Q: 3 clusters Score -1488332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1488416.375000 Penalty: 4644.333496
	Iteration 28Q: 3 clusters Score -1488416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1488470.375000 Penalty: 4644.333496
	Iteration 29Q: 3 clusters Score -1488470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1488480.000000 Penalty: 4644.333496
	Iteration 30Q: 3 clusters Score -1488480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1488484.375000 Penalty: 4644.333496
	Iteration 31Q: 3 clusters Score -1488484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1488485.000000 Penalty: 4644.333496
	Iteration 32Q: 3 clusters Score -1488485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1488485.000000 Penalty: 4644.333496
	Iteration 33Q: 3 clusters Score -1488485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1488485.000000 Penalty: 4644.333496
	Iteration 34F: 3 clusters Score -1488485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 56684 members 
Mstep: Class 3 contains 10818 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176133 members 
Mstep: Class 6 contains 89480 members 
Mstep: Class 7 contains 50108 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160274 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 29331 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 159369 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173485 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 838 members 
Entering Unmasked Estep 
Score: -144369216.000000 Penalty: 68977.492188
Splitting cluster 3 changes total score from -144370400.000000 to -144369216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -90317.343750 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -90317.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88684.656250 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -88684.66 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89307.171875 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -89307.17 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89740.554688 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -89740.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90047.992188 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -90047.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90117.171875 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -90117.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90195.328125 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -90195.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90422.562500 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -90422.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90740.390625 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -90740.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91030.648438 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -91030.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91063.710938 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -91063.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91085.242188 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -91085.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91100.429688 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -91100.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91116.968750 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -91116.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91118.304688 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -91118.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91121.070312 Penalty: 3306.179199
	Iteration 14F: 3 clusters Score -91121.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91133.226562 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -91133.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91138.898438 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -91138.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91138.898438 Penalty: 3306.179199
	Iteration 17F: 3 clusters Score -91138.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 56684 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 176133 members 
Mstep: Class 6 contains 89480 members 
Mstep: Class 7 contains 50108 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 160274 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 29331 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 159369 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173485 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 430 members 
Entering Unmasked Estep 
Score: -144369568.000000 Penalty: 68977.492188
Splitting cluster 4 changes total score from -144370400.000000 to -144369568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (176133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176133 members 
Entering Unmasked Estep 
Score: -23592496.000000 Penalty: 2995.590820
	Iteration 0F: 2 clusters Score -2.35925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 87810 members 
Entering Unmasked Estep 
Score: -23477214.000000 Penalty: 5991.181641
	Iteration 0F: 3 clusters Score -2.347721e+07 nChanged 84572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -23526552.000000 Penalty: 5991.181641
	Iteration 1F: 3 clusters Score -2.352655e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -23527568.000000 Penalty: 5991.181641
	Iteration 2Q: 3 clusters Score -2.352757e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -23529168.000000 Penalty: 5991.181641
	Iteration 3Q: 3 clusters Score -2.352917e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -23532132.000000 Penalty: 5991.181641
	Iteration 4Q: 3 clusters Score -2.353213e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114246 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -23537622.000000 Penalty: 5991.181641
	Iteration 5F: 3 clusters Score -2.353762e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126540 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -23546838.000000 Penalty: 5991.181641
	Iteration 6F: 3 clusters Score -2.354684e+07 nChanged 14693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141187 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -23559732.000000 Penalty: 5991.181641
	Iteration 7F: 3 clusters Score -2.355973e+07 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155081 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -23573030.000000 Penalty: 5991.181641
	Iteration 8F: 3 clusters Score -2.357303e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165269 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -23581640.000000 Penalty: 5991.181641
	Iteration 9F: 3 clusters Score -2.358164e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170773 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -23585916.000000 Penalty: 5991.181641
	Iteration 10Q: 3 clusters Score -2.358592e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173379 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -23587886.000000 Penalty: 5991.181641
	Iteration 11Q: 3 clusters Score -2.358789e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174554 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -23588738.000000 Penalty: 5991.181641
	Iteration 12Q: 3 clusters Score -2.358874e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175117 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -23589310.000000 Penalty: 5991.181641
	Iteration 13Q: 3 clusters Score -2.358931e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175380 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -23589560.000000 Penalty: 5991.181641
	Iteration 14Q: 3 clusters Score -2.358956e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175510 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -23589664.000000 Penalty: 5991.181641
	Iteration 15Q: 3 clusters Score -2.358966e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175579 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -23589738.000000 Penalty: 5991.181641
	Iteration 16Q: 3 clusters Score -2.358974e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -23589778.000000 Penalty: 5991.181641
	Iteration 17Q: 3 clusters Score -2.358978e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175651 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -23589808.000000 Penalty: 5991.181641
	Iteration 18Q: 3 clusters Score -2.358981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -23589854.000000 Penalty: 5991.181641
	Iteration 19Q: 3 clusters Score -2.358985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175675 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -23589860.000000 Penalty: 5991.181641
	Iteration 20F: 3 clusters Score -2.358986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175684 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -23589880.000000 Penalty: 5991.181641
	Iteration 21Q: 3 clusters Score -2.358988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175685 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -23589886.000000 Penalty: 5991.181641
	Iteration 22Q: 3 clusters Score -2.358989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175690 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -23589892.000000 Penalty: 5991.181641
	Iteration 23Q: 3 clusters Score -2.358989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175697 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -23589910.000000 Penalty: 5991.181641
	Iteration 24Q: 3 clusters Score -2.358991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -23589924.000000 Penalty: 5991.181641
	Iteration 25Q: 3 clusters Score -2.358992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175703 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23589924.000000 Penalty: 5991.181641
	Iteration 26Q: 3 clusters Score -2.358992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175705 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -23589940.000000 Penalty: 5991.181641
	Iteration 27Q: 3 clusters Score -2.358994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175707 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23589934.000000 Penalty: 5991.181641
	Iteration 28Q: 3 clusters Score -2.358993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175708 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -23589932.000000 Penalty: 5991.181641
	Iteration 29Q: 3 clusters Score -2.358993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175711 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23589926.000000 Penalty: 5991.181641
	Iteration 30Q: 3 clusters Score -2.358993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175712 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -23589932.000000 Penalty: 5991.181641
	Iteration 31Q: 3 clusters Score -2.358993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175713 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23589936.000000 Penalty: 5991.181641
	Iteration 32Q: 3 clusters Score -2.358994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175715 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23589938.000000 Penalty: 5991.181641
	Iteration 33Q: 3 clusters Score -2.358994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -23589938.000000 Penalty: 5991.181641
	Iteration 34Q: 3 clusters Score -2.358994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -23589930.000000 Penalty: 5991.181641
	Iteration 35Q: 3 clusters Score -2.358993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -23589930.000000 Penalty: 5991.181641
	Iteration 36F: 3 clusters Score -2.358993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Entering Unmasked Estep 
Score: -11989585.000000 Penalty: 2827.639160
	Iteration 0F: 2 clusters Score -1.198958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -11929544.000000 Penalty: 5655.278320
	Iteration 0F: 3 clusters Score -1.192954e+07 nChanged 42232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -11954126.000000 Penalty: 5655.278320
	Iteration 1F: 3 clusters Score -1.195413e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -11955002.000000 Penalty: 5655.278320
	Iteration 2Q: 3 clusters Score -1.1955e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -11956002.000000 Penalty: 5655.278320
	Iteration 3Q: 3 clusters Score -1.1956e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -11957473.000000 Penalty: 5655.278320
	Iteration 4Q: 3 clusters Score -1.195747e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -11959395.000000 Penalty: 5655.278320
	Iteration 5Q: 3 clusters Score -1.19594e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -11962007.000000 Penalty: 5655.278320
	Iteration 6F: 3 clusters Score -1.196201e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -11965472.000000 Penalty: 5655.278320
	Iteration 7F: 3 clusters Score -1.196547e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -11969078.000000 Penalty: 5655.278320
	Iteration 8F: 3 clusters Score -1.196908e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -11972664.000000 Penalty: 5655.278320
	Iteration 9F: 3 clusters Score -1.197266e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -11975781.000000 Penalty: 5655.278320
	Iteration 10Q: 3 clusters Score -1.197578e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -11978377.000000 Penalty: 5655.278320
	Iteration 11Q: 3 clusters Score -1.197838e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -11979781.000000 Penalty: 5655.278320
	Iteration 12Q: 3 clusters Score -1.197978e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -11980464.000000 Penalty: 5655.278320
	Iteration 13Q: 3 clusters Score -1.198046e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -11981017.000000 Penalty: 5655.278320
	Iteration 14Q: 3 clusters Score -1.198102e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -11981576.000000 Penalty: 5655.278320
	Iteration 15Q: 3 clusters Score -1.198158e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -11982045.000000 Penalty: 5655.278320
	Iteration 16Q: 3 clusters Score -1.198204e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69500 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -11982659.000000 Penalty: 5655.278320
	Iteration 17Q: 3 clusters Score -1.198266e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -11983130.000000 Penalty: 5655.278320
	Iteration 18Q: 3 clusters Score -1.198313e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -11983664.000000 Penalty: 5655.278320
	Iteration 19Q: 3 clusters Score -1.198366e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72934 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -11984088.000000 Penalty: 5655.278320
	Iteration 20F: 3 clusters Score -1.198409e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -11984472.000000 Penalty: 5655.278320
	Iteration 21Q: 3 clusters Score -1.198447e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -11984783.000000 Penalty: 5655.278320
	Iteration 22Q: 3 clusters Score -1.198478e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -11985033.000000 Penalty: 5655.278320
	Iteration 23Q: 3 clusters Score -1.198503e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -11985337.000000 Penalty: 5655.278320
	Iteration 24Q: 3 clusters Score -1.198534e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -11985592.000000 Penalty: 5655.278320
	Iteration 25Q: 3 clusters Score -1.198559e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -11985845.000000 Penalty: 5655.278320
	Iteration 26Q: 3 clusters Score -1.198584e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -11985977.000000 Penalty: 5655.278320
	Iteration 27Q: 3 clusters Score -1.198598e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -11986135.000000 Penalty: 5655.278320
	Iteration 28Q: 3 clusters Score -1.198614e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -11986276.000000 Penalty: 5655.278320
	Iteration 29Q: 3 clusters Score -1.198628e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -11986398.000000 Penalty: 5655.278320
	Iteration 30Q: 3 clusters Score -1.19864e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -11986527.000000 Penalty: 5655.278320
	Iteration 31Q: 3 clusters Score -1.198653e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81048 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -11986626.000000 Penalty: 5655.278320
	Iteration 32Q: 3 clusters Score -1.198663e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -11986728.000000 Penalty: 5655.278320
	Iteration 33Q: 3 clusters Score -1.198673e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -11986838.000000 Penalty: 5655.278320
	Iteration 34Q: 3 clusters Score -1.198684e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -11986878.000000 Penalty: 5655.278320
	Iteration 35Q: 3 clusters Score -1.198688e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -11986961.000000 Penalty: 5655.278320
	Iteration 36Q: 3 clusters Score -1.198696e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -11987008.000000 Penalty: 5655.278320
	Iteration 37Q: 3 clusters Score -1.198701e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -11987046.000000 Penalty: 5655.278320
	Iteration 38Q: 3 clusters Score -1.198705e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -11987107.000000 Penalty: 5655.278320
	Iteration 39Q: 3 clusters Score -1.198711e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -11987126.000000 Penalty: 5655.278320
	Iteration 40F: 3 clusters Score -1.198713e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -11987187.000000 Penalty: 5655.278320
	Iteration 41Q: 3 clusters Score -1.198719e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -11987235.000000 Penalty: 5655.278320
	Iteration 42Q: 3 clusters Score -1.198724e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84049 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -11987280.000000 Penalty: 5655.278320
	Iteration 43Q: 3 clusters Score -1.198728e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -11987286.000000 Penalty: 5655.278320
	Iteration 44Q: 3 clusters Score -1.198729e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -11987325.000000 Penalty: 5655.278320
	Iteration 45Q: 3 clusters Score -1.198732e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -11987348.000000 Penalty: 5655.278320
	Iteration 46Q: 3 clusters Score -1.198735e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84695 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -11987391.000000 Penalty: 5655.278320
	Iteration 47Q: 3 clusters Score -1.198739e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -11987394.000000 Penalty: 5655.278320
	Iteration 48Q: 3 clusters Score -1.198739e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -11987386.000000 Penalty: 5655.278320
	Iteration 49Q: 3 clusters Score -1.198739e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85025 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -11987423.000000 Penalty: 5655.278320
	Iteration 50Q: 3 clusters Score -1.198742e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -11987465.000000 Penalty: 5655.278320
	Iteration 51Q: 3 clusters Score -1.198746e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85190 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -11987456.000000 Penalty: 5655.278320
	Iteration 52Q: 3 clusters Score -1.198746e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -11987472.000000 Penalty: 5655.278320
	Iteration 53Q: 3 clusters Score -1.198747e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85336 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -11987484.000000 Penalty: 5655.278320
	Iteration 54Q: 3 clusters Score -1.198748e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -11987485.000000 Penalty: 5655.278320
	Iteration 55Q: 3 clusters Score -1.198748e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -11987500.000000 Penalty: 5655.278320
	Iteration 56Q: 3 clusters Score -1.19875e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -11987499.000000 Penalty: 5655.278320
	Iteration 57Q: 3 clusters Score -1.19875e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -11987515.000000 Penalty: 5655.278320
	Iteration 58Q: 3 clusters Score -1.198752e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -11987516.000000 Penalty: 5655.278320
	Iteration 59Q: 3 clusters Score -1.198752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -11987537.000000 Penalty: 5655.278320
	Iteration 60F: 3 clusters Score -1.198754e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -11987529.000000 Penalty: 5655.278320
	Iteration 61Q: 3 clusters Score -1.198753e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -11987532.000000 Penalty: 5655.278320
	Iteration 62Q: 3 clusters Score -1.198753e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -11987523.000000 Penalty: 5655.278320
	Iteration 63Q: 3 clusters Score -1.198752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -11987532.000000 Penalty: 5655.278320
	Iteration 64Q: 3 clusters Score -1.198753e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -11987525.000000 Penalty: 5655.278320
	Iteration 65Q: 3 clusters Score -1.198752e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -11987543.000000 Penalty: 5655.278320
	Iteration 66Q: 3 clusters Score -1.198754e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85916 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -11987554.000000 Penalty: 5655.278320
	Iteration 67Q: 3 clusters Score -1.198755e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -11987542.000000 Penalty: 5655.278320
	Iteration 68Q: 3 clusters Score -1.198754e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86021 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -11987565.000000 Penalty: 5655.278320
	Iteration 69Q: 3 clusters Score -1.198756e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86073 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -11987561.000000 Penalty: 5655.278320
	Iteration 70Q: 3 clusters Score -1.198756e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -11987581.000000 Penalty: 5655.278320
	Iteration 71Q: 3 clusters Score -1.198758e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -11987597.000000 Penalty: 5655.278320
	Iteration 72Q: 3 clusters Score -1.19876e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -11987604.000000 Penalty: 5655.278320
	Iteration 73Q: 3 clusters Score -1.19876e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -11987626.000000 Penalty: 5655.278320
	Iteration 74Q: 3 clusters Score -1.198763e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -11987613.000000 Penalty: 5655.278320
	Iteration 75Q: 3 clusters Score -1.198761e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86292 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -11987619.000000 Penalty: 5655.278320
	Iteration 76Q: 3 clusters Score -1.198762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -11987642.000000 Penalty: 5655.278320
	Iteration 77Q: 3 clusters Score -1.198764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -11987643.000000 Penalty: 5655.278320
	Iteration 78Q: 3 clusters Score -1.198764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -11987633.000000 Penalty: 5655.278320
	Iteration 79Q: 3 clusters Score -1.198763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86386 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -11987619.000000 Penalty: 5655.278320
	Iteration 80F: 3 clusters Score -1.198762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -11987617.000000 Penalty: 5655.278320
	Iteration 81Q: 3 clusters Score -1.198762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -11987611.000000 Penalty: 5655.278320
	Iteration 82Q: 3 clusters Score -1.198761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -11987606.000000 Penalty: 5655.278320
	Iteration 83Q: 3 clusters Score -1.198761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -11987631.000000 Penalty: 5655.278320
	Iteration 84Q: 3 clusters Score -1.198763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -11987625.000000 Penalty: 5655.278320
	Iteration 85Q: 3 clusters Score -1.198762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -11987625.000000 Penalty: 5655.278320
	Iteration 86Q: 3 clusters Score -1.198762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -11987621.000000 Penalty: 5655.278320
	Iteration 87Q: 3 clusters Score -1.198762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -11987625.000000 Penalty: 5655.278320
	Iteration 88Q: 3 clusters Score -1.198762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -11987621.000000 Penalty: 5655.278320
	Iteration 89Q: 3 clusters Score -1.198762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -11987619.000000 Penalty: 5655.278320
	Iteration 90Q: 3 clusters Score -1.198762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86450 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -11987619.000000 Penalty: 5655.278320
	Iteration 91Q: 3 clusters Score -1.198762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -11987619.000000 Penalty: 5655.278320
	Iteration 92Q: 3 clusters Score -1.198762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -11987621.000000 Penalty: 5655.278320
	Iteration 93Q: 3 clusters Score -1.198762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -11987621.000000 Penalty: 5655.278320
	Iteration 94F: 3 clusters Score -1.198762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Entering Unmasked Estep 
Score: -6544404.000000 Penalty: 2683.840088
	Iteration 0F: 2 clusters Score -6544404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -6510543.000000 Penalty: 5367.680176
	Iteration 0F: 3 clusters Score -6510543 nChanged 23231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -6523149.500000 Penalty: 5367.680176
	Iteration 1F: 3 clusters Score -6523150 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -6523570.000000 Penalty: 5367.680176
	Iteration 2Q: 3 clusters Score -6523570 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -6524005.500000 Penalty: 5367.680176
	Iteration 3Q: 3 clusters Score -6524006 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -6524429.500000 Penalty: 5367.680176
	Iteration 4Q: 3 clusters Score -6524430 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -6524953.500000 Penalty: 5367.680176
	Iteration 5Q: 3 clusters Score -6524954 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -6525750.000000 Penalty: 5367.680176
	Iteration 6Q: 3 clusters Score -6525750 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -6527048.000000 Penalty: 5367.680176
	Iteration 7F: 3 clusters Score -6527048 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -6529129.500000 Penalty: 5367.680176
	Iteration 8F: 3 clusters Score -6529130 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -6532349.500000 Penalty: 5367.680176
	Iteration 9F: 3 clusters Score -6532350 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -6536326.000000 Penalty: 5367.680176
	Iteration 10F: 3 clusters Score -6536326 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6539633.000000 Penalty: 5367.680176
	Iteration 11F: 3 clusters Score -6539633 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6541172.000000 Penalty: 5367.680176
	Iteration 12Q: 3 clusters Score -6541172 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6541721.000000 Penalty: 5367.680176
	Iteration 13Q: 3 clusters Score -6541721 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6541921.000000 Penalty: 5367.680176
	Iteration 14Q: 3 clusters Score -6541921 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6541986.500000 Penalty: 5367.680176
	Iteration 15Q: 3 clusters Score -6541986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6542013.000000 Penalty: 5367.680176
	Iteration 16Q: 3 clusters Score -6542013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6542044.000000 Penalty: 5367.680176
	Iteration 17Q: 3 clusters Score -6542044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6542050.000000 Penalty: 5367.680176
	Iteration 18Q: 3 clusters Score -6542050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6542075.500000 Penalty: 5367.680176
	Iteration 19Q: 3 clusters Score -6542076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6542089.500000 Penalty: 5367.680176
	Iteration 20F: 3 clusters Score -6542090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6542093.000000 Penalty: 5367.680176
	Iteration 21Q: 3 clusters Score -6542093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6542095.000000 Penalty: 5367.680176
	Iteration 22Q: 3 clusters Score -6542095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6542096.000000 Penalty: 5367.680176
	Iteration 23Q: 3 clusters Score -6542096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6542099.000000 Penalty: 5367.680176
	Iteration 24Q: 3 clusters Score -6542099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6542103.000000 Penalty: 5367.680176
	Iteration 25Q: 3 clusters Score -6542103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6542105.000000 Penalty: 5367.680176
	Iteration 26Q: 3 clusters Score -6542105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6542105.000000 Penalty: 5367.680176
	Iteration 27F: 3 clusters Score -6542105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -113784.390625 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -113784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111925.578125 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -111925.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112252.414062 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -112252.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112410.687500 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -112410.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112610.351562 Penalty: 3372.884277
	Iteration 3F: 3 clusters Score -112610.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112936.093750 Penalty: 3372.884277
	Iteration 4Q: 3 clusters Score -112936.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113005.531250 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -113005.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -113046.531250 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -113046.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113076.976562 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -113077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113117.445312 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -113117.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -113151.203125 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -113151.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113161.890625 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -113161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -113163.976562 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -113164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -113163.976562 Penalty: 3372.884277
	Iteration 12F: 3 clusters Score -113164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -190358.375000 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -190358.4 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 788 members 
Entering Unmasked Estep 
Score: -188038.281250 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -188038.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -189109.218750 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -189109.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -190569.515625 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -190569.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -191734.500000 Penalty: 3653.756836
	Iteration 3F: 3 clusters Score -191734.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -192381.984375 Penalty: 3653.756836
	Iteration 4F: 3 clusters Score -192382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192732.812500 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -192732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -192783.156250 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -192783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -192786.125000 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -192786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -192787.656250 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -192787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -192788.687500 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -192788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -192788.937500 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -192788.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -192788.937500 Penalty: 3653.756836
	Iteration 11F: 3 clusters Score -192788.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 56684 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176133 members 
Mstep: Class 6 contains 89480 members 
Mstep: Class 7 contains 50108 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 160274 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 29331 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 159369 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173485 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1085 members 
Entering Unmasked Estep 
Score: -144371200.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144370400.000000 to -144371200.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (160274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160274 members 
Entering Unmasked Estep 
Score: -21492568.000000 Penalty: 2972.190674
	Iteration 0F: 2 clusters Score -2.149257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 79883 members 
Entering Unmasked Estep 
Score: -21385714.000000 Penalty: 5944.381348
	Iteration 0F: 3 clusters Score -2.138571e+07 nChanged 76718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -21430878.000000 Penalty: 5944.381348
	Iteration 1F: 3 clusters Score -2.143088e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -21432394.000000 Penalty: 5944.381348
	Iteration 2Q: 3 clusters Score -2.143239e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -21434878.000000 Penalty: 5944.381348
	Iteration 3Q: 3 clusters Score -2.143488e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -21439240.000000 Penalty: 5944.381348
	Iteration 4F: 3 clusters Score -2.143924e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112659 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -21446834.000000 Penalty: 5944.381348
	Iteration 5F: 3 clusters Score -2.144683e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125737 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -21458500.000000 Penalty: 5944.381348
	Iteration 6F: 3 clusters Score -2.14585e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138910 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -21471532.000000 Penalty: 5944.381348
	Iteration 7F: 3 clusters Score -2.147153e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148542 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -21481268.000000 Penalty: 5944.381348
	Iteration 8F: 3 clusters Score -2.148127e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -21486336.000000 Penalty: 5944.381348
	Iteration 9Q: 3 clusters Score -2.148634e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156232 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21488396.000000 Penalty: 5944.381348
	Iteration 10Q: 3 clusters Score -2.14884e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157375 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -21489244.000000 Penalty: 5944.381348
	Iteration 11Q: 3 clusters Score -2.148924e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -21489658.000000 Penalty: 5944.381348
	Iteration 12Q: 3 clusters Score -2.148966e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158369 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -21489890.000000 Penalty: 5944.381348
	Iteration 13Q: 3 clusters Score -2.148989e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158602 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -21489980.000000 Penalty: 5944.381348
	Iteration 14Q: 3 clusters Score -2.148998e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158761 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21490096.000000 Penalty: 5944.381348
	Iteration 15Q: 3 clusters Score -2.14901e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158875 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21490140.000000 Penalty: 5944.381348
	Iteration 16Q: 3 clusters Score -2.149014e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158945 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -21490160.000000 Penalty: 5944.381348
	Iteration 17Q: 3 clusters Score -2.149016e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159007 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -21490218.000000 Penalty: 5944.381348
	Iteration 18Q: 3 clusters Score -2.149022e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -21490226.000000 Penalty: 5944.381348
	Iteration 19Q: 3 clusters Score -2.149023e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159072 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21490240.000000 Penalty: 5944.381348
	Iteration 20F: 3 clusters Score -2.149024e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159098 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21490256.000000 Penalty: 5944.381348
	Iteration 21Q: 3 clusters Score -2.149026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159119 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -21490274.000000 Penalty: 5944.381348
	Iteration 22Q: 3 clusters Score -2.149027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159136 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -21490280.000000 Penalty: 5944.381348
	Iteration 23Q: 3 clusters Score -2.149028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159145 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21490276.000000 Penalty: 5944.381348
	Iteration 24Q: 3 clusters Score -2.149028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159151 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -21490272.000000 Penalty: 5944.381348
	Iteration 25Q: 3 clusters Score -2.149027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159154 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -21490274.000000 Penalty: 5944.381348
	Iteration 26Q: 3 clusters Score -2.149027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21490276.000000 Penalty: 5944.381348
	Iteration 27Q: 3 clusters Score -2.149028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159158 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -21490282.000000 Penalty: 5944.381348
	Iteration 28Q: 3 clusters Score -2.149028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159159 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -21490276.000000 Penalty: 5944.381348
	Iteration 29Q: 3 clusters Score -2.149028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159162 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21490284.000000 Penalty: 5944.381348
	Iteration 30Q: 3 clusters Score -2.149028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159165 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21490274.000000 Penalty: 5944.381348
	Iteration 31Q: 3 clusters Score -2.149027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159167 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21490286.000000 Penalty: 5944.381348
	Iteration 32Q: 3 clusters Score -2.149029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159170 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21490270.000000 Penalty: 5944.381348
	Iteration 33Q: 3 clusters Score -2.149027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159174 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -21490278.000000 Penalty: 5944.381348
	Iteration 34Q: 3 clusters Score -2.149028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159176 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21490278.000000 Penalty: 5944.381348
	Iteration 35Q: 3 clusters Score -2.149028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159181 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21490266.000000 Penalty: 5944.381348
	Iteration 36Q: 3 clusters Score -2.149027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159188 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21490274.000000 Penalty: 5944.381348
	Iteration 37Q: 3 clusters Score -2.149027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159195 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21490284.000000 Penalty: 5944.381348
	Iteration 38Q: 3 clusters Score -2.149028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159199 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -21490286.000000 Penalty: 5944.381348
	Iteration 39Q: 3 clusters Score -2.149029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159207 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21490298.000000 Penalty: 5944.381348
	Iteration 40F: 3 clusters Score -2.14903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21490294.000000 Penalty: 5944.381348
	Iteration 41Q: 3 clusters Score -2.149029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21490294.000000 Penalty: 5944.381348
	Iteration 42F: 3 clusters Score -2.149029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Entering Unmasked Estep 
Score: -334385.312500 Penalty: 1940.957886
	Iteration 0F: 2 clusters Score -334385.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -331458.000000 Penalty: 3881.915771
	Iteration 0F: 3 clusters Score -331458 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -332043.187500 Penalty: 3881.915771
	Iteration 1F: 3 clusters Score -332043.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -332185.531250 Penalty: 3881.915771
	Iteration 2F: 3 clusters Score -332185.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -332267.343750 Penalty: 3881.915771
	Iteration 3Q: 3 clusters Score -332267.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -332335.000000 Penalty: 3881.915771
	Iteration 4Q: 3 clusters Score -332335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -332395.750000 Penalty: 3881.915771
	Iteration 5Q: 3 clusters Score -332395.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -332453.187500 Penalty: 3881.915771
	Iteration 6Q: 3 clusters Score -332453.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -332502.843750 Penalty: 3881.915771
	Iteration 7Q: 3 clusters Score -332502.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -332561.906250 Penalty: 3881.915771
	Iteration 8Q: 3 clusters Score -332561.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -332602.343750 Penalty: 3881.915771
	Iteration 9Q: 3 clusters Score -332602.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -332645.312500 Penalty: 3881.915771
	Iteration 10Q: 3 clusters Score -332645.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -332699.656250 Penalty: 3881.915771
	Iteration 11Q: 3 clusters Score -332699.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -332753.687500 Penalty: 3881.915771
	Iteration 12Q: 3 clusters Score -332753.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -332810.375000 Penalty: 3881.915771
	Iteration 13Q: 3 clusters Score -332810.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -332882.437500 Penalty: 3881.915771
	Iteration 14Q: 3 clusters Score -332882.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -332988.812500 Penalty: 3881.915771
	Iteration 15Q: 3 clusters Score -332988.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -333136.218750 Penalty: 3881.915771
	Iteration 16Q: 3 clusters Score -333136.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -333302.843750 Penalty: 3881.915771
	Iteration 17Q: 3 clusters Score -333302.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -333445.812500 Penalty: 3881.915771
	Iteration 18Q: 3 clusters Score -333445.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -333540.218750 Penalty: 3881.915771
	Iteration 19Q: 3 clusters Score -333540.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -333592.500000 Penalty: 3881.915771
	Iteration 20F: 3 clusters Score -333592.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -333613.687500 Penalty: 3881.915771
	Iteration 21Q: 3 clusters Score -333613.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -333627.812500 Penalty: 3881.915771
	Iteration 22Q: 3 clusters Score -333627.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -333636.875000 Penalty: 3881.915771
	Iteration 23Q: 3 clusters Score -333636.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -333640.468750 Penalty: 3881.915771
	Iteration 24Q: 3 clusters Score -333640.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -333641.468750 Penalty: 3881.915771
	Iteration 25Q: 3 clusters Score -333641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -333642.781250 Penalty: 3881.915771
	Iteration 26Q: 3 clusters Score -333642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -333642.875000 Penalty: 3881.915771
	Iteration 27Q: 3 clusters Score -333642.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -333643.437500 Penalty: 3881.915771
	Iteration 28Q: 3 clusters Score -333643.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -333643.437500 Penalty: 3881.915771
	Iteration 29F: 3 clusters Score -333643.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Entering Unmasked Estep 
Score: -906612.125000 Penalty: 2184.512451
	Iteration 0F: 2 clusters Score -906612.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -901065.375000 Penalty: 4369.024902
	Iteration 0F: 3 clusters Score -901065.4 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -902513.875000 Penalty: 4369.024902
	Iteration 1F: 3 clusters Score -902513.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -902748.187500 Penalty: 4369.024902
	Iteration 2F: 3 clusters Score -902748.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -902897.000000 Penalty: 4369.024902
	Iteration 3Q: 3 clusters Score -902897 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -902991.500000 Penalty: 4369.024902
	Iteration 4Q: 3 clusters Score -902991.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -903053.000000 Penalty: 4369.024902
	Iteration 5Q: 3 clusters Score -903053 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -903111.625000 Penalty: 4369.024902
	Iteration 6Q: 3 clusters Score -903111.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -903161.125000 Penalty: 4369.024902
	Iteration 7Q: 3 clusters Score -903161.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -903209.750000 Penalty: 4369.024902
	Iteration 8Q: 3 clusters Score -903209.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -903257.687500 Penalty: 4369.024902
	Iteration 9Q: 3 clusters Score -903257.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -903303.000000 Penalty: 4369.024902
	Iteration 10Q: 3 clusters Score -903303 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -903342.000000 Penalty: 4369.024902
	Iteration 11Q: 3 clusters Score -903342 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -903395.125000 Penalty: 4369.024902
	Iteration 12Q: 3 clusters Score -903395.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -903455.250000 Penalty: 4369.024902
	Iteration 13Q: 3 clusters Score -903455.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -903533.437500 Penalty: 4369.024902
	Iteration 14Q: 3 clusters Score -903533.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -903621.937500 Penalty: 4369.024902
	Iteration 15Q: 3 clusters Score -903621.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -903723.687500 Penalty: 4369.024902
	Iteration 16Q: 3 clusters Score -903723.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -903837.625000 Penalty: 4369.024902
	Iteration 17Q: 3 clusters Score -903837.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -903972.062500 Penalty: 4369.024902
	Iteration 18Q: 3 clusters Score -903972.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -904080.437500 Penalty: 4369.024902
	Iteration 19Q: 3 clusters Score -904080.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -904210.812500 Penalty: 4369.024902
	Iteration 20F: 3 clusters Score -904210.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -904318.000000 Penalty: 4369.024902
	Iteration 21Q: 3 clusters Score -904318 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -904397.437500 Penalty: 4369.024902
	Iteration 22Q: 3 clusters Score -904397.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -904457.062500 Penalty: 4369.024902
	Iteration 23Q: 3 clusters Score -904457.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -904503.625000 Penalty: 4369.024902
	Iteration 24Q: 3 clusters Score -904503.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -904539.437500 Penalty: 4369.024902
	Iteration 25Q: 3 clusters Score -904539.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -904583.687500 Penalty: 4369.024902
	Iteration 26Q: 3 clusters Score -904583.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -904627.937500 Penalty: 4369.024902
	Iteration 27Q: 3 clusters Score -904627.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -904661.750000 Penalty: 4369.024902
	Iteration 28Q: 3 clusters Score -904661.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -904690.625000 Penalty: 4369.024902
	Iteration 29Q: 3 clusters Score -904690.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -904716.937500 Penalty: 4369.024902
	Iteration 30Q: 3 clusters Score -904716.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -904741.750000 Penalty: 4369.024902
	Iteration 31Q: 3 clusters Score -904741.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -904760.687500 Penalty: 4369.024902
	Iteration 32Q: 3 clusters Score -904760.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -904770.562500 Penalty: 4369.024902
	Iteration 33Q: 3 clusters Score -904770.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -904780.687500 Penalty: 4369.024902
	Iteration 34Q: 3 clusters Score -904780.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -904790.562500 Penalty: 4369.024902
	Iteration 35Q: 3 clusters Score -904790.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -904798.812500 Penalty: 4369.024902
	Iteration 36Q: 3 clusters Score -904798.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -904807.250000 Penalty: 4369.024902
	Iteration 37Q: 3 clusters Score -904807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -904807.250000 Penalty: 4369.024902
	Iteration 38Q: 3 clusters Score -904807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -904809.500000 Penalty: 4369.024902
	Iteration 39Q: 3 clusters Score -904809.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -904814.937500 Penalty: 4369.024902
	Iteration 40F: 3 clusters Score -904814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -904816.625000 Penalty: 4369.024902
	Iteration 41Q: 3 clusters Score -904816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -904819.000000 Penalty: 4369.024902
	Iteration 42Q: 3 clusters Score -904819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -904819.812500 Penalty: 4369.024902
	Iteration 43Q: 3 clusters Score -904819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -904823.750000 Penalty: 4369.024902
	Iteration 44Q: 3 clusters Score -904823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -904829.375000 Penalty: 4369.024902
	Iteration 45Q: 3 clusters Score -904829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -904829.812500 Penalty: 4369.024902
	Iteration 46Q: 3 clusters Score -904829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -904831.750000 Penalty: 4369.024902
	Iteration 47Q: 3 clusters Score -904831.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -904831.750000 Penalty: 4369.024902
	Iteration 48F: 3 clusters Score -904831.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Entering Unmasked Estep 
Score: -3991320.750000 Penalty: 2551.027100
	Iteration 0F: 2 clusters Score -3991321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3971274.500000 Penalty: 5102.054199
	Iteration 0F: 3 clusters Score -3971274 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3978270.000000 Penalty: 5102.054199
	Iteration 1F: 3 clusters Score -3978270 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3978760.500000 Penalty: 5102.054199
	Iteration 2Q: 3 clusters Score -3978760 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3979176.250000 Penalty: 5102.054199
	Iteration 3Q: 3 clusters Score -3979176 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3979629.500000 Penalty: 5102.054199
	Iteration 4Q: 3 clusters Score -3979630 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3980125.500000 Penalty: 5102.054199
	Iteration 5Q: 3 clusters Score -3980126 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -3980730.750000 Penalty: 5102.054199
	Iteration 6Q: 3 clusters Score -3980731 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3981561.750000 Penalty: 5102.054199
	Iteration 7F: 3 clusters Score -3981562 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3982719.250000 Penalty: 5102.054199
	Iteration 8F: 3 clusters Score -3982719 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3984031.750000 Penalty: 5102.054199
	Iteration 9F: 3 clusters Score -3984032 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3985272.250000 Penalty: 5102.054199
	Iteration 10F: 3 clusters Score -3985272 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3986313.250000 Penalty: 5102.054199
	Iteration 11Q: 3 clusters Score -3986313 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3987086.500000 Penalty: 5102.054199
	Iteration 12Q: 3 clusters Score -3987086 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3987593.750000 Penalty: 5102.054199
	Iteration 13Q: 3 clusters Score -3987594 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3987937.000000 Penalty: 5102.054199
	Iteration 14Q: 3 clusters Score -3987937 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3988199.000000 Penalty: 5102.054199
	Iteration 15Q: 3 clusters Score -3988199 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3988417.500000 Penalty: 5102.054199
	Iteration 16Q: 3 clusters Score -3988418 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -3988588.250000 Penalty: 5102.054199
	Iteration 17Q: 3 clusters Score -3988588 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3988729.000000 Penalty: 5102.054199
	Iteration 18Q: 3 clusters Score -3988729 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3988828.500000 Penalty: 5102.054199
	Iteration 19Q: 3 clusters Score -3988828 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3988905.500000 Penalty: 5102.054199
	Iteration 20F: 3 clusters Score -3988906 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3988959.250000 Penalty: 5102.054199
	Iteration 21Q: 3 clusters Score -3988959 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3989014.000000 Penalty: 5102.054199
	Iteration 22Q: 3 clusters Score -3989014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3989049.750000 Penalty: 5102.054199
	Iteration 23Q: 3 clusters Score -3989050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3989074.000000 Penalty: 5102.054199
	Iteration 24Q: 3 clusters Score -3989074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3989098.500000 Penalty: 5102.054199
	Iteration 25Q: 3 clusters Score -3989098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3989119.500000 Penalty: 5102.054199
	Iteration 26Q: 3 clusters Score -3989120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3989134.500000 Penalty: 5102.054199
	Iteration 27Q: 3 clusters Score -3989134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3989148.250000 Penalty: 5102.054199
	Iteration 28Q: 3 clusters Score -3989148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3989162.000000 Penalty: 5102.054199
	Iteration 29Q: 3 clusters Score -3989162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3989181.000000 Penalty: 5102.054199
	Iteration 30Q: 3 clusters Score -3989181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -3989195.500000 Penalty: 5102.054199
	Iteration 31Q: 3 clusters Score -3989196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3989209.250000 Penalty: 5102.054199
	Iteration 32Q: 3 clusters Score -3989209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3989216.250000 Penalty: 5102.054199
	Iteration 33Q: 3 clusters Score -3989216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3989217.500000 Penalty: 5102.054199
	Iteration 34Q: 3 clusters Score -3989218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3989220.250000 Penalty: 5102.054199
	Iteration 35Q: 3 clusters Score -3989220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3989222.750000 Penalty: 5102.054199
	Iteration 36Q: 3 clusters Score -3989223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3989228.000000 Penalty: 5102.054199
	Iteration 37Q: 3 clusters Score -3989228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3989229.250000 Penalty: 5102.054199
	Iteration 38Q: 3 clusters Score -3989229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3989231.250000 Penalty: 5102.054199
	Iteration 39Q: 3 clusters Score -3989231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3989235.750000 Penalty: 5102.054199
	Iteration 40F: 3 clusters Score -3989236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3989241.750000 Penalty: 5102.054199
	Iteration 41Q: 3 clusters Score -3989242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3989243.500000 Penalty: 5102.054199
	Iteration 42Q: 3 clusters Score -3989244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -3989248.250000 Penalty: 5102.054199
	Iteration 43Q: 3 clusters Score -3989248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3989249.750000 Penalty: 5102.054199
	Iteration 44Q: 3 clusters Score -3989250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3989259.000000 Penalty: 5102.054199
	Iteration 45Q: 3 clusters Score -3989259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3989261.750000 Penalty: 5102.054199
	Iteration 46Q: 3 clusters Score -3989262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3989264.250000 Penalty: 5102.054199
	Iteration 47Q: 3 clusters Score -3989264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3989268.250000 Penalty: 5102.054199
	Iteration 48Q: 3 clusters Score -3989268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -3989266.250000 Penalty: 5102.054199
	Iteration 49Q: 3 clusters Score -3989266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -3989267.750000 Penalty: 5102.054199
	Iteration 50Q: 3 clusters Score -3989268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -3989267.750000 Penalty: 5102.054199
	Iteration 51F: 3 clusters Score -3989268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Entering Unmasked Estep 
Score: -3984098.500000 Penalty: 2550.375244
	Iteration 0F: 2 clusters Score -3984098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3963924.000000 Penalty: 5100.750488
	Iteration 0F: 3 clusters Score -3963924 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3971209.750000 Penalty: 5100.750488
	Iteration 1F: 3 clusters Score -3971210 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3971675.250000 Penalty: 5100.750488
	Iteration 2Q: 3 clusters Score -3971675 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3972098.000000 Penalty: 5100.750488
	Iteration 3Q: 3 clusters Score -3972098 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3972562.500000 Penalty: 5100.750488
	Iteration 4Q: 3 clusters Score -3972562 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3973096.250000 Penalty: 5100.750488
	Iteration 5Q: 3 clusters Score -3973096 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3973739.500000 Penalty: 5100.750488
	Iteration 6Q: 3 clusters Score -3973740 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3974611.250000 Penalty: 5100.750488
	Iteration 7F: 3 clusters Score -3974611 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3975776.750000 Penalty: 5100.750488
	Iteration 8F: 3 clusters Score -3975777 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3977116.250000 Penalty: 5100.750488
	Iteration 9F: 3 clusters Score -3977116 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3978285.750000 Penalty: 5100.750488
	Iteration 10F: 3 clusters Score -3978286 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3979109.750000 Penalty: 5100.750488
	Iteration 11Q: 3 clusters Score -3979110 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -3979520.750000 Penalty: 5100.750488
	Iteration 12Q: 3 clusters Score -3979521 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3979757.250000 Penalty: 5100.750488
	Iteration 13Q: 3 clusters Score -3979757 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3979894.500000 Penalty: 5100.750488
	Iteration 14Q: 3 clusters Score -3979894 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -3980029.250000 Penalty: 5100.750488
	Iteration 15Q: 3 clusters Score -3980029 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3980146.250000 Penalty: 5100.750488
	Iteration 16Q: 3 clusters Score -3980146 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3980254.250000 Penalty: 5100.750488
	Iteration 17Q: 3 clusters Score -3980254 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3980348.250000 Penalty: 5100.750488
	Iteration 18Q: 3 clusters Score -3980348 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3980444.000000 Penalty: 5100.750488
	Iteration 19Q: 3 clusters Score -3980444 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3980513.500000 Penalty: 5100.750488
	Iteration 20F: 3 clusters Score -3980514 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3980574.250000 Penalty: 5100.750488
	Iteration 21Q: 3 clusters Score -3980574 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3980645.000000 Penalty: 5100.750488
	Iteration 22Q: 3 clusters Score -3980645 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3980683.750000 Penalty: 5100.750488
	Iteration 23Q: 3 clusters Score -3980684 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3980733.000000 Penalty: 5100.750488
	Iteration 24Q: 3 clusters Score -3980733 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3980758.750000 Penalty: 5100.750488
	Iteration 25Q: 3 clusters Score -3980759 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3980790.000000 Penalty: 5100.750488
	Iteration 26Q: 3 clusters Score -3980790 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3980835.000000 Penalty: 5100.750488
	Iteration 27Q: 3 clusters Score -3980835 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3980873.750000 Penalty: 5100.750488
	Iteration 28Q: 3 clusters Score -3980874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3980914.250000 Penalty: 5100.750488
	Iteration 29Q: 3 clusters Score -3980914 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3980965.500000 Penalty: 5100.750488
	Iteration 30Q: 3 clusters Score -3980966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3981020.250000 Penalty: 5100.750488
	Iteration 31Q: 3 clusters Score -3981020 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3981062.000000 Penalty: 5100.750488
	Iteration 32Q: 3 clusters Score -3981062 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3981119.250000 Penalty: 5100.750488
	Iteration 33Q: 3 clusters Score -3981119 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3981162.750000 Penalty: 5100.750488
	Iteration 34Q: 3 clusters Score -3981163 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3981234.500000 Penalty: 5100.750488
	Iteration 35Q: 3 clusters Score -3981234 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3981293.750000 Penalty: 5100.750488
	Iteration 36Q: 3 clusters Score -3981294 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3981352.000000 Penalty: 5100.750488
	Iteration 37Q: 3 clusters Score -3981352 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3981405.750000 Penalty: 5100.750488
	Iteration 38Q: 3 clusters Score -3981406 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3981483.500000 Penalty: 5100.750488
	Iteration 39Q: 3 clusters Score -3981484 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3981520.750000 Penalty: 5100.750488
	Iteration 40F: 3 clusters Score -3981521 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3981563.250000 Penalty: 5100.750488
	Iteration 41Q: 3 clusters Score -3981563 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3981597.000000 Penalty: 5100.750488
	Iteration 42Q: 3 clusters Score -3981597 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3981618.250000 Penalty: 5100.750488
	Iteration 43Q: 3 clusters Score -3981618 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3981648.250000 Penalty: 5100.750488
	Iteration 44Q: 3 clusters Score -3981648 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3981681.250000 Penalty: 5100.750488
	Iteration 45Q: 3 clusters Score -3981681 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3981704.000000 Penalty: 5100.750488
	Iteration 46Q: 3 clusters Score -3981704 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3981730.750000 Penalty: 5100.750488
	Iteration 47Q: 3 clusters Score -3981731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3981750.500000 Penalty: 5100.750488
	Iteration 48Q: 3 clusters Score -3981750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3981760.750000 Penalty: 5100.750488
	Iteration 49Q: 3 clusters Score -3981761 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3981772.250000 Penalty: 5100.750488
	Iteration 50Q: 3 clusters Score -3981772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3981789.000000 Penalty: 5100.750488
	Iteration 51Q: 3 clusters Score -3981789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3981805.250000 Penalty: 5100.750488
	Iteration 52Q: 3 clusters Score -3981805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3981812.750000 Penalty: 5100.750488
	Iteration 53Q: 3 clusters Score -3981813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3981817.500000 Penalty: 5100.750488
	Iteration 54Q: 3 clusters Score -3981818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3981829.000000 Penalty: 5100.750488
	Iteration 55Q: 3 clusters Score -3981829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3981835.750000 Penalty: 5100.750488
	Iteration 56Q: 3 clusters Score -3981836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3981855.000000 Penalty: 5100.750488
	Iteration 57Q: 3 clusters Score -3981855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3981866.250000 Penalty: 5100.750488
	Iteration 58Q: 3 clusters Score -3981866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3981880.750000 Penalty: 5100.750488
	Iteration 59Q: 3 clusters Score -3981881 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3981889.500000 Penalty: 5100.750488
	Iteration 60F: 3 clusters Score -3981890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3981892.750000 Penalty: 5100.750488
	Iteration 61Q: 3 clusters Score -3981893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3981902.000000 Penalty: 5100.750488
	Iteration 62Q: 3 clusters Score -3981902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3981903.000000 Penalty: 5100.750488
	Iteration 63Q: 3 clusters Score -3981903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3981917.500000 Penalty: 5100.750488
	Iteration 64Q: 3 clusters Score -3981918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3981925.250000 Penalty: 5100.750488
	Iteration 65Q: 3 clusters Score -3981925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3981937.000000 Penalty: 5100.750488
	Iteration 66Q: 3 clusters Score -3981937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3981942.250000 Penalty: 5100.750488
	Iteration 67Q: 3 clusters Score -3981942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3981947.500000 Penalty: 5100.750488
	Iteration 68Q: 3 clusters Score -3981948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3981954.750000 Penalty: 5100.750488
	Iteration 69Q: 3 clusters Score -3981955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3981945.750000 Penalty: 5100.750488
	Iteration 70Q: 3 clusters Score -3981946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3981959.750000 Penalty: 5100.750488
	Iteration 71Q: 3 clusters Score -3981960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3981967.250000 Penalty: 5100.750488
	Iteration 72Q: 3 clusters Score -3981967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3981973.750000 Penalty: 5100.750488
	Iteration 73Q: 3 clusters Score -3981974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3981975.500000 Penalty: 5100.750488
	Iteration 74Q: 3 clusters Score -3981976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3981978.000000 Penalty: 5100.750488
	Iteration 75Q: 3 clusters Score -3981978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3981980.750000 Penalty: 5100.750488
	Iteration 76Q: 3 clusters Score -3981981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3981980.750000 Penalty: 5100.750488
	Iteration 77Q: 3 clusters Score -3981981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3981979.750000 Penalty: 5100.750488
	Iteration 78Q: 3 clusters Score -3981980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3981982.250000 Penalty: 5100.750488
	Iteration 79Q: 3 clusters Score -3981982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3981981.000000 Penalty: 5100.750488
	Iteration 80F: 3 clusters Score -3981981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3981989.750000 Penalty: 5100.750488
	Iteration 81Q: 3 clusters Score -3981990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3981992.000000 Penalty: 5100.750488
	Iteration 82Q: 3 clusters Score -3981992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3981993.000000 Penalty: 5100.750488
	Iteration 83Q: 3 clusters Score -3981993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3981987.000000 Penalty: 5100.750488
	Iteration 84Q: 3 clusters Score -3981987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3981991.500000 Penalty: 5100.750488
	Iteration 85Q: 3 clusters Score -3981992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3981990.000000 Penalty: 5100.750488
	Iteration 86Q: 3 clusters Score -3981990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3981994.000000 Penalty: 5100.750488
	Iteration 87Q: 3 clusters Score -3981994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3981994.000000 Penalty: 5100.750488
	Iteration 88Q: 3 clusters Score -3981994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3981997.750000 Penalty: 5100.750488
	Iteration 89Q: 3 clusters Score -3981998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3982003.000000 Penalty: 5100.750488
	Iteration 90Q: 3 clusters Score -3982003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3982007.250000 Penalty: 5100.750488
	Iteration 91Q: 3 clusters Score -3982007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3982009.000000 Penalty: 5100.750488
	Iteration 92Q: 3 clusters Score -3982009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3982007.250000 Penalty: 5100.750488
	Iteration 93Q: 3 clusters Score -3982007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3982011.250000 Penalty: 5100.750488
	Iteration 94Q: 3 clusters Score -3982011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3982009.500000 Penalty: 5100.750488
	Iteration 95Q: 3 clusters Score -3982010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3982010.750000 Penalty: 5100.750488
	Iteration 96Q: 3 clusters Score -3982011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3982013.750000 Penalty: 5100.750488
	Iteration 97Q: 3 clusters Score -3982014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3982013.750000 Penalty: 5100.750488
	Iteration 98Q: 3 clusters Score -3982014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3982013.000000 Penalty: 5100.750488
	Iteration 99Q: 3 clusters Score -3982013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3982023.750000 Penalty: 5100.750488
	Iteration 100F: 3 clusters Score -3982024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3982023.500000 Penalty: 5100.750488
	Iteration 101Q: 3 clusters Score -3982024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3982024.000000 Penalty: 5100.750488
	Iteration 102Q: 3 clusters Score -3982024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3982022.750000 Penalty: 5100.750488
	Iteration 103Q: 3 clusters Score -3982023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3982021.750000 Penalty: 5100.750488
	Iteration 104Q: 3 clusters Score -3982022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3982020.250000 Penalty: 5100.750488
	Iteration 105Q: 3 clusters Score -3982020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3982028.500000 Penalty: 5100.750488
	Iteration 106Q: 3 clusters Score -3982028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3982024.000000 Penalty: 5100.750488
	Iteration 107Q: 3 clusters Score -3982024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3982025.000000 Penalty: 5100.750488
	Iteration 108Q: 3 clusters Score -3982025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3982025.000000 Penalty: 5100.750488
	Iteration 109Q: 3 clusters Score -3982025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3982027.000000 Penalty: 5100.750488
	Iteration 110Q: 3 clusters Score -3982027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3982024.000000 Penalty: 5100.750488
	Iteration 111Q: 3 clusters Score -3982024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3982027.750000 Penalty: 5100.750488
	Iteration 112Q: 3 clusters Score -3982028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3982023.750000 Penalty: 5100.750488
	Iteration 113Q: 3 clusters Score -3982024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3982032.750000 Penalty: 5100.750488
	Iteration 114Q: 3 clusters Score -3982033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3982030.250000 Penalty: 5100.750488
	Iteration 115Q: 3 clusters Score -3982030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3982034.500000 Penalty: 5100.750488
	Iteration 116Q: 3 clusters Score -3982034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3982031.250000 Penalty: 5100.750488
	Iteration 117Q: 3 clusters Score -3982031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3982031.250000 Penalty: 5100.750488
	Iteration 118Q: 3 clusters Score -3982031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3982032.750000 Penalty: 5100.750488
	Iteration 119Q: 3 clusters Score -3982033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3982032.500000 Penalty: 5100.750488
	Iteration 120F: 3 clusters Score -3982032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159369 members 
Entering Unmasked Estep 
Score: -21385946.000000 Penalty: 2970.786377
	Iteration 0F: 2 clusters Score -2.138595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -21280060.000000 Penalty: 5941.572754
	Iteration 0F: 3 clusters Score -2.128006e+07 nChanged 76379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -21324688.000000 Penalty: 5941.572754
	Iteration 1F: 3 clusters Score -2.132469e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -21326080.000000 Penalty: 5941.572754
	Iteration 2Q: 3 clusters Score -2.132608e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90368 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -21328190.000000 Penalty: 5941.572754
	Iteration 3Q: 3 clusters Score -2.132819e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -21331560.000000 Penalty: 5941.572754
	Iteration 4Q: 3 clusters Score -2.133156e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -21337126.000000 Penalty: 5941.572754
	Iteration 5F: 3 clusters Score -2.133713e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115398 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -21345972.000000 Penalty: 5941.572754
	Iteration 6F: 3 clusters Score -2.134597e+07 nChanged 13355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128159 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -21357582.000000 Penalty: 5941.572754
	Iteration 7F: 3 clusters Score -2.135758e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139981 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -21369438.000000 Penalty: 5941.572754
	Iteration 8F: 3 clusters Score -2.136944e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148204 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -21377194.000000 Penalty: 5941.572754
	Iteration 9F: 3 clusters Score -2.137719e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152530 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -21381104.000000 Penalty: 5941.572754
	Iteration 10Q: 3 clusters Score -2.13811e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154564 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -21382796.000000 Penalty: 5941.572754
	Iteration 11Q: 3 clusters Score -2.13828e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -21383542.000000 Penalty: 5941.572754
	Iteration 12Q: 3 clusters Score -2.138354e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156066 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -21383924.000000 Penalty: 5941.572754
	Iteration 13Q: 3 clusters Score -2.138392e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156385 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -21384178.000000 Penalty: 5941.572754
	Iteration 14Q: 3 clusters Score -2.138418e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -21384250.000000 Penalty: 5941.572754
	Iteration 15Q: 3 clusters Score -2.138425e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156751 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -21384344.000000 Penalty: 5941.572754
	Iteration 16Q: 3 clusters Score -2.138434e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156868 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -21384426.000000 Penalty: 5941.572754
	Iteration 17Q: 3 clusters Score -2.138443e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156960 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -21384444.000000 Penalty: 5941.572754
	Iteration 18Q: 3 clusters Score -2.138444e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157040 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -21384418.000000 Penalty: 5941.572754
	Iteration 19Q: 3 clusters Score -2.138442e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157115 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -21384468.000000 Penalty: 5941.572754
	Iteration 20F: 3 clusters Score -2.138447e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -21384476.000000 Penalty: 5941.572754
	Iteration 21Q: 3 clusters Score -2.138448e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157232 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -21384472.000000 Penalty: 5941.572754
	Iteration 22Q: 3 clusters Score -2.138447e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157281 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -21384482.000000 Penalty: 5941.572754
	Iteration 23Q: 3 clusters Score -2.138448e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -21384480.000000 Penalty: 5941.572754
	Iteration 24Q: 3 clusters Score -2.138448e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21384506.000000 Penalty: 5941.572754
	Iteration 25Q: 3 clusters Score -2.138451e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157365 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -21384516.000000 Penalty: 5941.572754
	Iteration 26Q: 3 clusters Score -2.138452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157376 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21384536.000000 Penalty: 5941.572754
	Iteration 27Q: 3 clusters Score -2.138454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157393 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -21384534.000000 Penalty: 5941.572754
	Iteration 28Q: 3 clusters Score -2.138453e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -21384552.000000 Penalty: 5941.572754
	Iteration 29Q: 3 clusters Score -2.138455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157426 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21384518.000000 Penalty: 5941.572754
	Iteration 30Q: 3 clusters Score -2.138452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157437 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -21384536.000000 Penalty: 5941.572754
	Iteration 31Q: 3 clusters Score -2.138454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -21384558.000000 Penalty: 5941.572754
	Iteration 32Q: 3 clusters Score -2.138456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157451 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -21384552.000000 Penalty: 5941.572754
	Iteration 33Q: 3 clusters Score -2.138455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157459 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -21384570.000000 Penalty: 5941.572754
	Iteration 34Q: 3 clusters Score -2.138457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -21384566.000000 Penalty: 5941.572754
	Iteration 35Q: 3 clusters Score -2.138457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157474 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -21384590.000000 Penalty: 5941.572754
	Iteration 36Q: 3 clusters Score -2.138459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157478 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -21384580.000000 Penalty: 5941.572754
	Iteration 37Q: 3 clusters Score -2.138458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -21384572.000000 Penalty: 5941.572754
	Iteration 38Q: 3 clusters Score -2.138457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157490 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -21384572.000000 Penalty: 5941.572754
	Iteration 39Q: 3 clusters Score -2.138457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -21384562.000000 Penalty: 5941.572754
	Iteration 40F: 3 clusters Score -2.138456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157498 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21384570.000000 Penalty: 5941.572754
	Iteration 41Q: 3 clusters Score -2.138457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157499 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -21384578.000000 Penalty: 5941.572754
	Iteration 42Q: 3 clusters Score -2.138458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -21384582.000000 Penalty: 5941.572754
	Iteration 43Q: 3 clusters Score -2.138458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -21384582.000000 Penalty: 5941.572754
	Iteration 44Q: 3 clusters Score -2.138458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -21384592.000000 Penalty: 5941.572754
	Iteration 45Q: 3 clusters Score -2.138459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157502 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -21384578.000000 Penalty: 5941.572754
	Iteration 46Q: 3 clusters Score -2.138458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157503 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -21384584.000000 Penalty: 5941.572754
	Iteration 47Q: 3 clusters Score -2.138458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157506 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -21384576.000000 Penalty: 5941.572754
	Iteration 48Q: 3 clusters Score -2.138458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -21384564.000000 Penalty: 5941.572754
	Iteration 49Q: 3 clusters Score -2.138456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157511 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -21384576.000000 Penalty: 5941.572754
	Iteration 50Q: 3 clusters Score -2.138458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21384588.000000 Penalty: 5941.572754
	Iteration 51Q: 3 clusters Score -2.138459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21384588.000000 Penalty: 5941.572754
	Iteration 52F: 3 clusters Score -2.138459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -473687.968750 Penalty: 2037.790894
	Iteration 0F: 2 clusters Score -473688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -469962.781250 Penalty: 4075.581787
	Iteration 0F: 3 clusters Score -469962.8 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -470780.156250 Penalty: 4075.581787
	Iteration 1F: 3 clusters Score -470780.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -471023.343750 Penalty: 4075.581787
	Iteration 2F: 3 clusters Score -471023.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -471212.937500 Penalty: 4075.581787
	Iteration 3F: 3 clusters Score -471212.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -471406.687500 Penalty: 4075.581787
	Iteration 4F: 3 clusters Score -471406.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -471553.968750 Penalty: 4075.581787
	Iteration 5F: 3 clusters Score -471554 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -471667.062500 Penalty: 4075.581787
	Iteration 6Q: 3 clusters Score -471667.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -471762.562500 Penalty: 4075.581787
	Iteration 7Q: 3 clusters Score -471762.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -471857.531250 Penalty: 4075.581787
	Iteration 8Q: 3 clusters Score -471857.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -471931.468750 Penalty: 4075.581787
	Iteration 9Q: 3 clusters Score -471931.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -471996.343750 Penalty: 4075.581787
	Iteration 10Q: 3 clusters Score -471996.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -472051.500000 Penalty: 4075.581787
	Iteration 11Q: 3 clusters Score -472051.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -472095.406250 Penalty: 4075.581787
	Iteration 12Q: 3 clusters Score -472095.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -472130.406250 Penalty: 4075.581787
	Iteration 13Q: 3 clusters Score -472130.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -472163.187500 Penalty: 4075.581787
	Iteration 14Q: 3 clusters Score -472163.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -472192.093750 Penalty: 4075.581787
	Iteration 15Q: 3 clusters Score -472192.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -472218.625000 Penalty: 4075.581787
	Iteration 16Q: 3 clusters Score -472218.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -472241.468750 Penalty: 4075.581787
	Iteration 17Q: 3 clusters Score -472241.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -472266.000000 Penalty: 4075.581787
	Iteration 18Q: 3 clusters Score -472266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -472282.531250 Penalty: 4075.581787
	Iteration 19Q: 3 clusters Score -472282.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -472289.687500 Penalty: 4075.581787
	Iteration 20F: 3 clusters Score -472289.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -472293.687500 Penalty: 4075.581787
	Iteration 21Q: 3 clusters Score -472293.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -472296.250000 Penalty: 4075.581787
	Iteration 22Q: 3 clusters Score -472296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -472298.437500 Penalty: 4075.581787
	Iteration 23Q: 3 clusters Score -472298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -472299.375000 Penalty: 4075.581787
	Iteration 24Q: 3 clusters Score -472299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -472302.281250 Penalty: 4075.581787
	Iteration 25Q: 3 clusters Score -472302.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -472304.406250 Penalty: 4075.581787
	Iteration 26Q: 3 clusters Score -472304.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -472307.656250 Penalty: 4075.581787
	Iteration 27Q: 3 clusters Score -472307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -472309.812500 Penalty: 4075.581787
	Iteration 28Q: 3 clusters Score -472309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -472313.437500 Penalty: 4075.581787
	Iteration 29Q: 3 clusters Score -472313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -472314.031250 Penalty: 4075.581787
	Iteration 30Q: 3 clusters Score -472314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -472314.031250 Penalty: 4075.581787
	Iteration 31F: 3 clusters Score -472314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173485 members 
Entering Unmasked Estep 
Score: -23403072.000000 Penalty: 2991.833984
	Iteration 0F: 2 clusters Score -2.340307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -23291520.000000 Penalty: 5983.667969
	Iteration 0F: 3 clusters Score -2.329152e+07 nChanged 83191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -23340046.000000 Penalty: 5983.667969
	Iteration 1F: 3 clusters Score -2.334005e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -23341370.000000 Penalty: 5983.667969
	Iteration 2Q: 3 clusters Score -2.334137e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -23342862.000000 Penalty: 5983.667969
	Iteration 3Q: 3 clusters Score -2.334286e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -23345256.000000 Penalty: 5983.667969
	Iteration 4Q: 3 clusters Score -2.334526e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 107593 members 
Entering Unmasked Estep 
Score: -23348962.000000 Penalty: 5983.667969
	Iteration 5Q: 3 clusters Score -2.334896e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 117238 members 
Entering Unmasked Estep 
Score: -23355220.000000 Penalty: 5983.667969
	Iteration 6F: 3 clusters Score -2.335522e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 129535 members 
Entering Unmasked Estep 
Score: -23364580.000000 Penalty: 5983.667969
	Iteration 7F: 3 clusters Score -2.336458e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 143258 members 
Entering Unmasked Estep 
Score: -23376294.000000 Penalty: 5983.667969
	Iteration 8F: 3 clusters Score -2.337629e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 155759 members 
Entering Unmasked Estep 
Score: -23387180.000000 Penalty: 5983.667969
	Iteration 9F: 3 clusters Score -2.338718e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 164338 members 
Entering Unmasked Estep 
Score: -23394058.000000 Penalty: 5983.667969
	Iteration 10Q: 3 clusters Score -2.339406e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 169011 members 
Entering Unmasked Estep 
Score: -23397296.000000 Penalty: 5983.667969
	Iteration 11Q: 3 clusters Score -2.33973e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 171234 members 
Entering Unmasked Estep 
Score: -23398934.000000 Penalty: 5983.667969
	Iteration 12Q: 3 clusters Score -2.339893e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 172213 members 
Entering Unmasked Estep 
Score: -23399580.000000 Penalty: 5983.667969
	Iteration 13Q: 3 clusters Score -2.339958e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 172642 members 
Entering Unmasked Estep 
Score: -23399924.000000 Penalty: 5983.667969
	Iteration 14Q: 3 clusters Score -2.339992e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -23400136.000000 Penalty: 5983.667969
	Iteration 15Q: 3 clusters Score -2.340014e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 172951 members 
Entering Unmasked Estep 
Score: -23400258.000000 Penalty: 5983.667969
	Iteration 16Q: 3 clusters Score -2.340026e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 172987 members 
Entering Unmasked Estep 
Score: -23400292.000000 Penalty: 5983.667969
	Iteration 17Q: 3 clusters Score -2.340029e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 173015 members 
Entering Unmasked Estep 
Score: -23400366.000000 Penalty: 5983.667969
	Iteration 18Q: 3 clusters Score -2.340037e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 173041 members 
Entering Unmasked Estep 
Score: -23400370.000000 Penalty: 5983.667969
	Iteration 19Q: 3 clusters Score -2.340037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 173053 members 
Entering Unmasked Estep 
Score: -23400398.000000 Penalty: 5983.667969
	Iteration 20F: 3 clusters Score -2.34004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 173064 members 
Entering Unmasked Estep 
Score: -23400396.000000 Penalty: 5983.667969
	Iteration 21Q: 3 clusters Score -2.34004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 173075 members 
Entering Unmasked Estep 
Score: -23400404.000000 Penalty: 5983.667969
	Iteration 22Q: 3 clusters Score -2.34004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 173083 members 
Entering Unmasked Estep 
Score: -23400394.000000 Penalty: 5983.667969
	Iteration 23Q: 3 clusters Score -2.340039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 173088 members 
Entering Unmasked Estep 
Score: -23400426.000000 Penalty: 5983.667969
	Iteration 24Q: 3 clusters Score -2.340043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 173099 members 
Entering Unmasked Estep 
Score: -23400448.000000 Penalty: 5983.667969
	Iteration 25Q: 3 clusters Score -2.340045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 173116 members 
Entering Unmasked Estep 
Score: -23400470.000000 Penalty: 5983.667969
	Iteration 26Q: 3 clusters Score -2.340047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 173123 members 
Entering Unmasked Estep 
Score: -23400488.000000 Penalty: 5983.667969
	Iteration 27Q: 3 clusters Score -2.340049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 173129 members 
Entering Unmasked Estep 
Score: -23400504.000000 Penalty: 5983.667969
	Iteration 28Q: 3 clusters Score -2.34005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 173129 members 
Entering Unmasked Estep 
Score: -23400510.000000 Penalty: 5983.667969
	Iteration 29Q: 3 clusters Score -2.340051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 173128 members 
Entering Unmasked Estep 
Score: -23400510.000000 Penalty: 5983.667969
	Iteration 30Q: 3 clusters Score -2.340051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 173128 members 
Entering Unmasked Estep 
Score: -23400510.000000 Penalty: 5983.667969
	Iteration 31F: 3 clusters Score -2.340051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -212065.718750 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -212065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -209802.734375 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -209802.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -210497.265625 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -210497.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -210805.421875 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -210805.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -211113.562500 Penalty: 3682.681885
	Iteration 3F: 3 clusters Score -211113.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -211376.515625 Penalty: 3682.681885
	Iteration 4F: 3 clusters Score -211376.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -211511.328125 Penalty: 3682.681885
	Iteration 5F: 3 clusters Score -211511.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -211577.125000 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -211577.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -211616.921875 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -211616.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -211634.687500 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -211634.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -211649.875000 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -211649.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -211665.062500 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -211665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -211672.125000 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -211672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -211677.578125 Penalty: 3682.681885
	Iteration 12Q: 3 clusters Score -211677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -211682.937500 Penalty: 3682.681885
	Iteration 13Q: 3 clusters Score -211682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -211692.359375 Penalty: 3682.681885
	Iteration 14Q: 3 clusters Score -211692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -211699.718750 Penalty: 3682.681885
	Iteration 15Q: 3 clusters Score -211699.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -211708.015625 Penalty: 3682.681885
	Iteration 16Q: 3 clusters Score -211708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -211717.203125 Penalty: 3682.681885
	Iteration 17Q: 3 clusters Score -211717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -211727.500000 Penalty: 3682.681885
	Iteration 18Q: 3 clusters Score -211727.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -211749.484375 Penalty: 3682.681885
	Iteration 19Q: 3 clusters Score -211749.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -211790.703125 Penalty: 3682.681885
	Iteration 20F: 3 clusters Score -211790.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -211841.281250 Penalty: 3682.681885
	Iteration 21Q: 3 clusters Score -211841.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -211906.562500 Penalty: 3682.681885
	Iteration 22Q: 3 clusters Score -211906.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -212006.500000 Penalty: 3682.681885
	Iteration 23Q: 3 clusters Score -212006.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -212146.062500 Penalty: 3682.681885
	Iteration 24Q: 3 clusters Score -212146.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -212263.250000 Penalty: 3682.681885
	Iteration 25Q: 3 clusters Score -212263.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -212311.578125 Penalty: 3682.681885
	Iteration 26Q: 3 clusters Score -212311.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -212328.593750 Penalty: 3682.681885
	Iteration 27Q: 3 clusters Score -212328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -212335.031250 Penalty: 3682.681885
	Iteration 28Q: 3 clusters Score -212335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -212337.718750 Penalty: 3682.681885
	Iteration 29Q: 3 clusters Score -212337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -212339.500000 Penalty: 3682.681885
	Iteration 30Q: 3 clusters Score -212339.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -212340.531250 Penalty: 3682.681885
	Iteration 31Q: 3 clusters Score -212340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -212341.718750 Penalty: 3682.681885
	Iteration 32Q: 3 clusters Score -212341.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -212344.578125 Penalty: 3682.681885
	Iteration 33Q: 3 clusters Score -212344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212345.421875 Penalty: 3682.681885
	Iteration 34Q: 3 clusters Score -212345.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212345.421875 Penalty: 3682.681885
	Iteration 35F: 3 clusters Score -212345.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 56684 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176133 members 
Mstep: Class 6 contains 89480 members 
Mstep: Class 7 contains 50108 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 160274 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 29331 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 159369 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173485 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
Score: -144369760.000000 Penalty: 72426.367188
Splitting cluster 18 changes total score from -144370400.000000 to -144369760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -204833.921875 Penalty: 1841.044922
	Iteration 0F: 2 clusters Score -204833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -202438.484375 Penalty: 3682.089844
	Iteration 0F: 3 clusters Score -202438.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -203015.343750 Penalty: 3682.089844
	Iteration 1F: 3 clusters Score -203015.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -203181.843750 Penalty: 3682.089844
	Iteration 2F: 3 clusters Score -203181.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -203269.984375 Penalty: 3682.089844
	Iteration 3Q: 3 clusters Score -203270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -203315.390625 Penalty: 3682.089844
	Iteration 4Q: 3 clusters Score -203315.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -203339.218750 Penalty: 3682.089844
	Iteration 5Q: 3 clusters Score -203339.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -203365.421875 Penalty: 3682.089844
	Iteration 6Q: 3 clusters Score -203365.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -203384.968750 Penalty: 3682.089844
	Iteration 7Q: 3 clusters Score -203385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -203405.281250 Penalty: 3682.089844
	Iteration 8Q: 3 clusters Score -203405.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -203423.250000 Penalty: 3682.089844
	Iteration 9Q: 3 clusters Score -203423.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -203444.375000 Penalty: 3682.089844
	Iteration 10Q: 3 clusters Score -203444.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -203466.734375 Penalty: 3682.089844
	Iteration 11Q: 3 clusters Score -203466.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -203485.046875 Penalty: 3682.089844
	Iteration 12Q: 3 clusters Score -203485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -203493.656250 Penalty: 3682.089844
	Iteration 13Q: 3 clusters Score -203493.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -203501.937500 Penalty: 3682.089844
	Iteration 14Q: 3 clusters Score -203501.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -203517.359375 Penalty: 3682.089844
	Iteration 15Q: 3 clusters Score -203517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -203527.500000 Penalty: 3682.089844
	Iteration 16Q: 3 clusters Score -203527.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -203538.921875 Penalty: 3682.089844
	Iteration 17Q: 3 clusters Score -203538.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -203546.546875 Penalty: 3682.089844
	Iteration 18Q: 3 clusters Score -203546.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -203557.812500 Penalty: 3682.089844
	Iteration 19Q: 3 clusters Score -203557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -203559.796875 Penalty: 3682.089844
	Iteration 20F: 3 clusters Score -203559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -203560.562500 Penalty: 3682.089844
	Iteration 21Q: 3 clusters Score -203560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -203562.093750 Penalty: 3682.089844
	Iteration 22Q: 3 clusters Score -203562.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -203562.687500 Penalty: 3682.089844
	Iteration 23Q: 3 clusters Score -203562.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -203562.687500 Penalty: 3682.089844
	Iteration 24F: 3 clusters Score -203562.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 56684 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 176133 members 
Mstep: Class 6 contains 89480 members 
Mstep: Class 7 contains 50108 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 160274 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 29331 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 159369 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173485 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144371728.000000 Penalty: 68977.492188
Iteration 279Q: 21 clusters Score -1.443717e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 56682 members 
Mstep: Class 3 contains 11657 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 176121 members 
Mstep: Class 6 contains 89480 members 
Mstep: Class 7 contains 50104 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 707 members 
Mstep: Class 10 contains 160254 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 29333 members 
Mstep: Class 14 contains 29258 members 
Mstep: Class 15 contains 159356 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173488 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372272.000000 Penalty: 68977.492188
Iteration 280F: 21 clusters Score -1.443723e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140003 members 
Mstep: Class 2 contains 56679 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 176109 members 
Mstep: Class 6 contains 89480 members 
Mstep: Class 7 contains 50101 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 811 members 
Mstep: Class 10 contains 160253 members 
Mstep: Class 11 contains 2507 members 
Mstep: Class 12 contains 6684 members 
Mstep: Class 13 contains 29332 members 
Mstep: Class 14 contains 29267 members 
Mstep: Class 15 contains 159348 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173483 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372512.000000 Penalty: 68977.492188
Iteration 281Q: 21 clusters Score -1.443725e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140011 members 
Mstep: Class 2 contains 56678 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 740 members 
Mstep: Class 5 contains 176092 members 
Mstep: Class 6 contains 89476 members 
Mstep: Class 7 contains 50098 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 160247 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 6679 members 
Mstep: Class 13 contains 29325 members 
Mstep: Class 14 contains 29266 members 
Mstep: Class 15 contains 159339 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173469 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372784.000000 Penalty: 68977.492188
Iteration 282Q: 21 clusters Score -1.443728e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140037 members 
Mstep: Class 2 contains 56669 members 
Mstep: Class 3 contains 11652 members 
Mstep: Class 4 contains 719 members 
Mstep: Class 5 contains 176085 members 
Mstep: Class 6 contains 89475 members 
Mstep: Class 7 contains 50096 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 160231 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 6676 members 
Mstep: Class 13 contains 29325 members 
Mstep: Class 14 contains 29272 members 
Mstep: Class 15 contains 159341 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173450 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372688.000000 Penalty: 68977.492188
Iteration 283Q: 21 clusters Score -1.443727e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140067 members 
Mstep: Class 2 contains 56662 members 
Mstep: Class 3 contains 11651 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 176079 members 
Mstep: Class 6 contains 89480 members 
Mstep: Class 7 contains 50093 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 160221 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 12 contains 6674 members 
Mstep: Class 13 contains 29322 members 
Mstep: Class 14 contains 29277 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173432 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372656.000000 Penalty: 68977.492188
Iteration 284Q: 21 clusters Score -1.443727e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140081 members 
Mstep: Class 2 contains 56663 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 176076 members 
Mstep: Class 6 contains 89480 members 
Mstep: Class 7 contains 50090 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 160220 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 6673 members 
Mstep: Class 13 contains 29323 members 
Mstep: Class 14 contains 29281 members 
Mstep: Class 15 contains 159325 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173424 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372640.000000 Penalty: 68977.492188
Iteration 285Q: 21 clusters Score -1.443726e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140097 members 
Mstep: Class 2 contains 56660 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 663 members 
Mstep: Class 5 contains 176079 members 
Mstep: Class 6 contains 89488 members 
Mstep: Class 7 contains 50090 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 160212 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29316 members 
Mstep: Class 14 contains 29283 members 
Mstep: Class 15 contains 159321 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173414 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372592.000000 Penalty: 68977.492188
Iteration 286Q: 21 clusters Score -1.443726e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140106 members 
Mstep: Class 2 contains 56656 members 
Mstep: Class 3 contains 11652 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176081 members 
Mstep: Class 6 contains 89492 members 
Mstep: Class 7 contains 50087 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 910 members 
Mstep: Class 10 contains 160210 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 6668 members 
Mstep: Class 13 contains 29312 members 
Mstep: Class 14 contains 29284 members 
Mstep: Class 15 contains 159315 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173411 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372624.000000 Penalty: 68977.492188
Iteration 287Q: 21 clusters Score -1.443726e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140118 members 
Mstep: Class 2 contains 56656 members 
Mstep: Class 3 contains 11652 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176072 members 
Mstep: Class 6 contains 89487 members 
Mstep: Class 7 contains 50086 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160205 members 
Mstep: Class 11 contains 2534 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 29312 members 
Mstep: Class 14 contains 29287 members 
Mstep: Class 15 contains 159315 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173406 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372688.000000 Penalty: 68977.492188
Iteration 288Q: 21 clusters Score -1.443727e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140126 members 
Mstep: Class 2 contains 56655 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176065 members 
Mstep: Class 6 contains 89486 members 
Mstep: Class 7 contains 50086 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160197 members 
Mstep: Class 11 contains 2541 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 29311 members 
Mstep: Class 14 contains 29292 members 
Mstep: Class 15 contains 159312 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173406 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372704.000000 Penalty: 68977.492188
Iteration 289Q: 21 clusters Score -1.443727e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140135 members 
Mstep: Class 2 contains 56655 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176058 members 
Mstep: Class 6 contains 89492 members 
Mstep: Class 7 contains 50086 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160194 members 
Mstep: Class 11 contains 2546 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 29307 members 
Mstep: Class 14 contains 29297 members 
Mstep: Class 15 contains 159305 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173402 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372832.000000 Penalty: 68977.492188
Iteration 290Q: 21 clusters Score -1.443728e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140148 members 
Mstep: Class 2 contains 56654 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176051 members 
Mstep: Class 6 contains 89498 members 
Mstep: Class 7 contains 50086 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160176 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29306 members 
Mstep: Class 14 contains 29303 members 
Mstep: Class 15 contains 159299 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173404 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372720.000000 Penalty: 68977.492188
Iteration 291Q: 21 clusters Score -1.443727e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140152 members 
Mstep: Class 2 contains 56651 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176052 members 
Mstep: Class 6 contains 89500 members 
Mstep: Class 7 contains 50084 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160172 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29308 members 
Mstep: Class 14 contains 29309 members 
Mstep: Class 15 contains 159295 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173397 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372816.000000 Penalty: 68977.492188
Iteration 292Q: 21 clusters Score -1.443728e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140156 members 
Mstep: Class 2 contains 56647 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176046 members 
Mstep: Class 6 contains 89501 members 
Mstep: Class 7 contains 50084 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160174 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29305 members 
Mstep: Class 14 contains 29315 members 
Mstep: Class 15 contains 159291 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173399 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372784.000000 Penalty: 68977.492188
Iteration 293Q: 21 clusters Score -1.443728e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140154 members 
Mstep: Class 2 contains 56645 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176045 members 
Mstep: Class 6 contains 89507 members 
Mstep: Class 7 contains 50084 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160165 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29305 members 
Mstep: Class 14 contains 29322 members 
Mstep: Class 15 contains 159288 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173399 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372800.000000 Penalty: 68977.492188
Iteration 294Q: 21 clusters Score -1.443728e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140156 members 
Mstep: Class 2 contains 56643 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176043 members 
Mstep: Class 6 contains 89506 members 
Mstep: Class 7 contains 50083 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160162 members 
Mstep: Class 11 contains 2568 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29307 members 
Mstep: Class 14 contains 29326 members 
Mstep: Class 15 contains 159287 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173397 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372800.000000 Penalty: 68977.492188
Iteration 295Q: 21 clusters Score -1.443728e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140155 members 
Mstep: Class 2 contains 56643 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176044 members 
Mstep: Class 6 contains 89507 members 
Mstep: Class 7 contains 50081 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160163 members 
Mstep: Class 11 contains 2571 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29307 members 
Mstep: Class 14 contains 29327 members 
Mstep: Class 15 contains 159282 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173398 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372832.000000 Penalty: 68977.492188
Iteration 296Q: 21 clusters Score -1.443728e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140153 members 
Mstep: Class 2 contains 56642 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176044 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50079 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160162 members 
Mstep: Class 11 contains 2577 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29306 members 
Mstep: Class 14 contains 29330 members 
Mstep: Class 15 contains 159278 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173398 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372848.000000 Penalty: 68977.492188
Iteration 297Q: 21 clusters Score -1.443728e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140155 members 
Mstep: Class 2 contains 56639 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176046 members 
Mstep: Class 6 contains 89508 members 
Mstep: Class 7 contains 50078 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160152 members 
Mstep: Class 11 contains 2582 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 29336 members 
Mstep: Class 15 contains 159280 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173398 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372800.000000 Penalty: 68977.492188
Iteration 298Q: 21 clusters Score -1.443728e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140156 members 
Mstep: Class 2 contains 56640 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176044 members 
Mstep: Class 6 contains 89506 members 
Mstep: Class 7 contains 50078 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160151 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29306 members 
Mstep: Class 14 contains 29339 members 
Mstep: Class 15 contains 159278 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173397 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372752.000000 Penalty: 68977.492188
Iteration 299Q: 21 clusters Score -1.443728e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140158 members 
Mstep: Class 2 contains 56639 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 176046 members 
Mstep: Class 6 contains 89505 members 
Mstep: Class 7 contains 50077 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160150 members 
Mstep: Class 11 contains 2584 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 29339 members 
Mstep: Class 15 contains 159278 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173398 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372784.000000 Penalty: 68977.492188
Iteration 300F: 21 clusters Score -1.443728e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140157 members 
Mstep: Class 2 contains 56638 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 650 members 
Mstep: Class 5 contains 176049 members 
Mstep: Class 6 contains 89505 members 
Mstep: Class 7 contains 50074 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29306 members 
Mstep: Class 14 contains 29342 members 
Mstep: Class 15 contains 159275 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173398 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372800.000000 Penalty: 68977.492188
Iteration 301Q: 21 clusters Score -1.443728e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140163 members 
Mstep: Class 2 contains 56639 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 176050 members 
Mstep: Class 6 contains 89506 members 
Mstep: Class 7 contains 50070 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 160141 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29305 members 
Mstep: Class 14 contains 29345 members 
Mstep: Class 15 contains 159274 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173396 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372800.000000 Penalty: 68977.492188
Iteration 302Q: 21 clusters Score -1.443728e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140163 members 
Mstep: Class 2 contains 56639 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 637 members 
Mstep: Class 5 contains 176049 members 
Mstep: Class 6 contains 89506 members 
Mstep: Class 7 contains 50065 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 160141 members 
Mstep: Class 11 contains 2587 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29307 members 
Mstep: Class 14 contains 29349 members 
Mstep: Class 15 contains 159271 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173397 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372928.000000 Penalty: 68977.492188
Iteration 303Q: 21 clusters Score -1.443729e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140167 members 
Mstep: Class 2 contains 56638 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 176050 members 
Mstep: Class 6 contains 89505 members 
Mstep: Class 7 contains 50063 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 160135 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29306 members 
Mstep: Class 14 contains 29355 members 
Mstep: Class 15 contains 159270 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173396 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372896.000000 Penalty: 68977.492188
Iteration 304Q: 21 clusters Score -1.443729e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 56637 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 176049 members 
Mstep: Class 6 contains 89507 members 
Mstep: Class 7 contains 50062 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 160131 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29305 members 
Mstep: Class 14 contains 29358 members 
Mstep: Class 15 contains 159270 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173396 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372896.000000 Penalty: 68977.492188
Iteration 305Q: 21 clusters Score -1.443729e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 176050 members 
Mstep: Class 6 contains 89507 members 
Mstep: Class 7 contains 50061 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 160130 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29306 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159270 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173394 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372960.000000 Penalty: 68977.492188
Iteration 306Q: 21 clusters Score -1.44373e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 56634 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 176047 members 
Mstep: Class 6 contains 89507 members 
Mstep: Class 7 contains 50060 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 160135 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159268 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173395 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372880.000000 Penalty: 68977.492188
Iteration 307Q: 21 clusters Score -1.443729e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140170 members 
Mstep: Class 2 contains 56634 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 176044 members 
Mstep: Class 6 contains 89508 members 
Mstep: Class 7 contains 50060 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160139 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159266 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173393 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372928.000000 Penalty: 68977.492188
Iteration 308Q: 21 clusters Score -1.443729e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140172 members 
Mstep: Class 2 contains 56634 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 176042 members 
Mstep: Class 6 contains 89505 members 
Mstep: Class 7 contains 50060 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160138 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159268 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173394 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372960.000000 Penalty: 68977.492188
Iteration 309Q: 21 clusters Score -1.44373e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140176 members 
Mstep: Class 2 contains 56634 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176040 members 
Mstep: Class 6 contains 89504 members 
Mstep: Class 7 contains 50060 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160138 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159266 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173394 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372976.000000 Penalty: 68977.492188
Iteration 310Q: 21 clusters Score -1.44373e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56634 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176040 members 
Mstep: Class 6 contains 89505 members 
Mstep: Class 7 contains 50060 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160140 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159265 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173391 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372960.000000 Penalty: 68977.492188
Iteration 311Q: 21 clusters Score -1.44373e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56634 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176038 members 
Mstep: Class 6 contains 89507 members 
Mstep: Class 7 contains 50059 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160139 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159265 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173393 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372960.000000 Penalty: 68977.492188
Iteration 312Q: 21 clusters Score -1.44373e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176036 members 
Mstep: Class 6 contains 89507 members 
Mstep: Class 7 contains 50058 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160141 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159266 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173392 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372944.000000 Penalty: 68977.492188
Iteration 313Q: 21 clusters Score -1.443729e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140178 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176036 members 
Mstep: Class 6 contains 89507 members 
Mstep: Class 7 contains 50056 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160143 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159266 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173391 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372944.000000 Penalty: 68977.492188
Iteration 314Q: 21 clusters Score -1.443729e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140179 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176035 members 
Mstep: Class 6 contains 89508 members 
Mstep: Class 7 contains 50056 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160145 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159265 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372976.000000 Penalty: 68977.492188
Iteration 315Q: 21 clusters Score -1.44373e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140178 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176035 members 
Mstep: Class 6 contains 89508 members 
Mstep: Class 7 contains 50056 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160146 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159265 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144373008.000000 Penalty: 68977.492188
Iteration 316Q: 21 clusters Score -1.44373e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56633 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176035 members 
Mstep: Class 6 contains 89508 members 
Mstep: Class 7 contains 50055 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160150 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159265 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372992.000000 Penalty: 68977.492188
Iteration 317Q: 21 clusters Score -1.44373e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176038 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159263 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372960.000000 Penalty: 68977.492188
Iteration 318Q: 21 clusters Score -1.44373e+08 nChanged 1
Entering ConstructFrom: 
Score: -144372960.000000 Penalty: 68977.492188
Entering ConstructFrom: 
Trying to split cluster 1 (140177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140177 members 
Entering Unmasked Estep 
Score: -18844552.000000 Penalty: 2938.964111
	Iteration 0F: 2 clusters Score -1.884455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 70389 members 
Entering Unmasked Estep 
Score: -18750738.000000 Penalty: 5877.928223
	Iteration 0F: 3 clusters Score -1.875074e+07 nChanged 66808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -18789334.000000 Penalty: 5877.928223
	Iteration 1F: 3 clusters Score -1.878933e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -18790450.000000 Penalty: 5877.928223
	Iteration 2Q: 3 clusters Score -1.879045e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -18792368.000000 Penalty: 5877.928223
	Iteration 3Q: 3 clusters Score -1.879237e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -18795484.000000 Penalty: 5877.928223
	Iteration 4Q: 3 clusters Score -1.879548e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -18800478.000000 Penalty: 5877.928223
	Iteration 5F: 3 clusters Score -1.880048e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 102682 members 
Entering Unmasked Estep 
Score: -18807828.000000 Penalty: 5877.928223
	Iteration 6F: 3 clusters Score -1.880783e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -18818072.000000 Penalty: 5877.928223
	Iteration 7F: 3 clusters Score -1.881807e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 124934 members 
Entering Unmasked Estep 
Score: -18828210.000000 Penalty: 5877.928223
	Iteration 8F: 3 clusters Score -1.882821e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 132802 members 
Entering Unmasked Estep 
Score: -18835678.000000 Penalty: 5877.928223
	Iteration 9F: 3 clusters Score -1.883568e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 137069 members 
Entering Unmasked Estep 
Score: -18839362.000000 Penalty: 5877.928223
	Iteration 10Q: 3 clusters Score -1.883936e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 138855 members 
Entering Unmasked Estep 
Score: -18841000.000000 Penalty: 5877.928223
	Iteration 11Q: 3 clusters Score -1.8841e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 139494 members 
Entering Unmasked Estep 
Score: -18841570.000000 Penalty: 5877.928223
	Iteration 12Q: 3 clusters Score -1.884157e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 139731 members 
Entering Unmasked Estep 
Score: -18841756.000000 Penalty: 5877.928223
	Iteration 13Q: 3 clusters Score -1.884176e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 139819 members 
Entering Unmasked Estep 
Score: -18841796.000000 Penalty: 5877.928223
	Iteration 14Q: 3 clusters Score -1.88418e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 139857 members 
Entering Unmasked Estep 
Score: -18841854.000000 Penalty: 5877.928223
	Iteration 15Q: 3 clusters Score -1.884185e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 139871 members 
Entering Unmasked Estep 
Score: -18841908.000000 Penalty: 5877.928223
	Iteration 16Q: 3 clusters Score -1.884191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 139888 members 
Entering Unmasked Estep 
Score: -18841910.000000 Penalty: 5877.928223
	Iteration 17Q: 3 clusters Score -1.884191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 139896 members 
Entering Unmasked Estep 
Score: -18841930.000000 Penalty: 5877.928223
	Iteration 18Q: 3 clusters Score -1.884193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 139905 members 
Entering Unmasked Estep 
Score: -18841956.000000 Penalty: 5877.928223
	Iteration 19Q: 3 clusters Score -1.884196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 139914 members 
Entering Unmasked Estep 
Score: -18841954.000000 Penalty: 5877.928223
	Iteration 20F: 3 clusters Score -1.884195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 139921 members 
Entering Unmasked Estep 
Score: -18841968.000000 Penalty: 5877.928223
	Iteration 21Q: 3 clusters Score -1.884197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 139922 members 
Entering Unmasked Estep 
Score: -18841966.000000 Penalty: 5877.928223
	Iteration 22Q: 3 clusters Score -1.884197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 139924 members 
Entering Unmasked Estep 
Score: -18841980.000000 Penalty: 5877.928223
	Iteration 23Q: 3 clusters Score -1.884198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 139922 members 
Entering Unmasked Estep 
Score: -18841984.000000 Penalty: 5877.928223
	Iteration 24Q: 3 clusters Score -1.884198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 139922 members 
Entering Unmasked Estep 
Score: -18841984.000000 Penalty: 5877.928223
	Iteration 25F: 3 clusters Score -1.884198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Entering Unmasked Estep 
Score: -7693147.000000 Penalty: 2714.206787
	Iteration 0F: 2 clusters Score -7693147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -7655057.500000 Penalty: 5428.413574
	Iteration 0F: 3 clusters Score -7655058 nChanged 26219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -7669569.000000 Penalty: 5428.413574
	Iteration 1F: 3 clusters Score -7669569 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -7670075.000000 Penalty: 5428.413574
	Iteration 2Q: 3 clusters Score -7670075 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -7670523.500000 Penalty: 5428.413574
	Iteration 3Q: 3 clusters Score -7670524 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -7671051.000000 Penalty: 5428.413574
	Iteration 4Q: 3 clusters Score -7671051 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -7671713.000000 Penalty: 5428.413574
	Iteration 5Q: 3 clusters Score -7671713 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -7672577.000000 Penalty: 5428.413574
	Iteration 6Q: 3 clusters Score -7672577 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -7673598.000000 Penalty: 5428.413574
	Iteration 7Q: 3 clusters Score -7673598 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -7674918.500000 Penalty: 5428.413574
	Iteration 8Q: 3 clusters Score -7674918 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -7676684.000000 Penalty: 5428.413574
	Iteration 9F: 3 clusters Score -7676684 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -7678884.000000 Penalty: 5428.413574
	Iteration 10F: 3 clusters Score -7678884 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -7681382.500000 Penalty: 5428.413574
	Iteration 11F: 3 clusters Score -7681382 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -7683744.000000 Penalty: 5428.413574
	Iteration 12F: 3 clusters Score -7683744 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -7685336.000000 Penalty: 5428.413574
	Iteration 13Q: 3 clusters Score -7685336 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -7686366.000000 Penalty: 5428.413574
	Iteration 14Q: 3 clusters Score -7686366 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -7687013.500000 Penalty: 5428.413574
	Iteration 15Q: 3 clusters Score -7687014 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -7687604.000000 Penalty: 5428.413574
	Iteration 16Q: 3 clusters Score -7687604 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -7688027.500000 Penalty: 5428.413574
	Iteration 17Q: 3 clusters Score -7688028 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -7688424.000000 Penalty: 5428.413574
	Iteration 18Q: 3 clusters Score -7688424 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -7688738.000000 Penalty: 5428.413574
	Iteration 19Q: 3 clusters Score -7688738 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -7689064.500000 Penalty: 5428.413574
	Iteration 20F: 3 clusters Score -7689064 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -7689352.000000 Penalty: 5428.413574
	Iteration 21Q: 3 clusters Score -7689352 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -7689616.500000 Penalty: 5428.413574
	Iteration 22Q: 3 clusters Score -7689616 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -7689887.000000 Penalty: 5428.413574
	Iteration 23Q: 3 clusters Score -7689887 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -7690124.500000 Penalty: 5428.413574
	Iteration 24Q: 3 clusters Score -7690124 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -7690319.000000 Penalty: 5428.413574
	Iteration 25Q: 3 clusters Score -7690319 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -7690500.000000 Penalty: 5428.413574
	Iteration 26Q: 3 clusters Score -7690500 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -7690650.500000 Penalty: 5428.413574
	Iteration 27Q: 3 clusters Score -7690650 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -7690804.000000 Penalty: 5428.413574
	Iteration 28Q: 3 clusters Score -7690804 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -7690937.000000 Penalty: 5428.413574
	Iteration 29Q: 3 clusters Score -7690937 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -7691060.500000 Penalty: 5428.413574
	Iteration 30Q: 3 clusters Score -7691060 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -7691158.500000 Penalty: 5428.413574
	Iteration 31Q: 3 clusters Score -7691158 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -7691238.000000 Penalty: 5428.413574
	Iteration 32Q: 3 clusters Score -7691238 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -7691285.500000 Penalty: 5428.413574
	Iteration 33Q: 3 clusters Score -7691286 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -7691348.500000 Penalty: 5428.413574
	Iteration 34Q: 3 clusters Score -7691348 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -7691424.500000 Penalty: 5428.413574
	Iteration 35Q: 3 clusters Score -7691424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -7691459.000000 Penalty: 5428.413574
	Iteration 36Q: 3 clusters Score -7691459 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -7691497.500000 Penalty: 5428.413574
	Iteration 37Q: 3 clusters Score -7691498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -7691502.500000 Penalty: 5428.413574
	Iteration 38Q: 3 clusters Score -7691502 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -7691533.500000 Penalty: 5428.413574
	Iteration 39Q: 3 clusters Score -7691534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -7691575.000000 Penalty: 5428.413574
	Iteration 40F: 3 clusters Score -7691575 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -7691606.500000 Penalty: 5428.413574
	Iteration 41Q: 3 clusters Score -7691606 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -7691645.500000 Penalty: 5428.413574
	Iteration 42Q: 3 clusters Score -7691646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7691665.000000 Penalty: 5428.413574
	Iteration 43Q: 3 clusters Score -7691665 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -7691677.000000 Penalty: 5428.413574
	Iteration 44Q: 3 clusters Score -7691677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -7691697.500000 Penalty: 5428.413574
	Iteration 45Q: 3 clusters Score -7691698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -7691713.500000 Penalty: 5428.413574
	Iteration 46Q: 3 clusters Score -7691714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -7691725.500000 Penalty: 5428.413574
	Iteration 47Q: 3 clusters Score -7691726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -7691745.000000 Penalty: 5428.413574
	Iteration 48Q: 3 clusters Score -7691745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -7691747.500000 Penalty: 5428.413574
	Iteration 49Q: 3 clusters Score -7691748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -7691734.000000 Penalty: 5428.413574
	Iteration 50Q: 3 clusters Score -7691734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -7691728.000000 Penalty: 5428.413574
	Iteration 51Q: 3 clusters Score -7691728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -7691720.000000 Penalty: 5428.413574
	Iteration 52Q: 3 clusters Score -7691720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7691729.500000 Penalty: 5428.413574
	Iteration 53Q: 3 clusters Score -7691730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -7691733.500000 Penalty: 5428.413574
	Iteration 54Q: 3 clusters Score -7691734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -7691731.000000 Penalty: 5428.413574
	Iteration 55Q: 3 clusters Score -7691731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -7691735.500000 Penalty: 5428.413574
	Iteration 56Q: 3 clusters Score -7691736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -7691742.500000 Penalty: 5428.413574
	Iteration 57Q: 3 clusters Score -7691742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -7691739.000000 Penalty: 5428.413574
	Iteration 58Q: 3 clusters Score -7691739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -7691739.000000 Penalty: 5428.413574
	Iteration 59Q: 3 clusters Score -7691739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -7691738.000000 Penalty: 5428.413574
	Iteration 60F: 3 clusters Score -7691738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -7691743.000000 Penalty: 5428.413574
	Iteration 61Q: 3 clusters Score -7691743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -7691737.000000 Penalty: 5428.413574
	Iteration 62Q: 3 clusters Score -7691737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -7691737.500000 Penalty: 5428.413574
	Iteration 63Q: 3 clusters Score -7691738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -7691738.000000 Penalty: 5428.413574
	Iteration 64Q: 3 clusters Score -7691738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -7691735.500000 Penalty: 5428.413574
	Iteration 65Q: 3 clusters Score -7691736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -7691735.500000 Penalty: 5428.413574
	Iteration 66F: 3 clusters Score -7691736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Entering Unmasked Estep 
Score: -1488248.500000 Penalty: 2322.145508
	Iteration 0F: 2 clusters Score -1488248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1479600.625000 Penalty: 4644.291016
	Iteration 0F: 3 clusters Score -1479601 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1482767.250000 Penalty: 4644.291016
	Iteration 1F: 3 clusters Score -1482767 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1483667.750000 Penalty: 4644.291016
	Iteration 2F: 3 clusters Score -1483668 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1484283.625000 Penalty: 4644.291016
	Iteration 3F: 3 clusters Score -1484284 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1484798.000000 Penalty: 4644.291016
	Iteration 4F: 3 clusters Score -1484798 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1485261.625000 Penalty: 4644.291016
	Iteration 5F: 3 clusters Score -1485262 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1485709.250000 Penalty: 4644.291016
	Iteration 6F: 3 clusters Score -1485709 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1486171.125000 Penalty: 4644.291016
	Iteration 7Q: 3 clusters Score -1486171 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1486630.375000 Penalty: 4644.291016
	Iteration 8Q: 3 clusters Score -1486630 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1487004.125000 Penalty: 4644.291016
	Iteration 9Q: 3 clusters Score -1487004 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1487275.375000 Penalty: 4644.291016
	Iteration 10Q: 3 clusters Score -1487275 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1487471.500000 Penalty: 4644.291016
	Iteration 11Q: 3 clusters Score -1487472 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1487609.000000 Penalty: 4644.291016
	Iteration 12Q: 3 clusters Score -1487609 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1487741.375000 Penalty: 4644.291016
	Iteration 13Q: 3 clusters Score -1487741 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1487857.750000 Penalty: 4644.291016
	Iteration 14Q: 3 clusters Score -1487858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1488003.000000 Penalty: 4644.291016
	Iteration 15Q: 3 clusters Score -1488003 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1488181.000000 Penalty: 4644.291016
	Iteration 16Q: 3 clusters Score -1488181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1488274.250000 Penalty: 4644.291016
	Iteration 17Q: 3 clusters Score -1488274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1488321.375000 Penalty: 4644.291016
	Iteration 18Q: 3 clusters Score -1488321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1488334.500000 Penalty: 4644.291016
	Iteration 19Q: 3 clusters Score -1488334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1488339.625000 Penalty: 4644.291016
	Iteration 20F: 3 clusters Score -1488340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1488340.750000 Penalty: 4644.291016
	Iteration 21Q: 3 clusters Score -1488341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1488340.750000 Penalty: 4644.291016
	Iteration 22F: 3 clusters Score -1488341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 10810 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 845 members 
Entering Unmasked Estep 
Score: -144371824.000000 Penalty: 72426.367188
Splitting cluster 3 changes total score from -144372960.000000 to -144371824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -71733.773438 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -71733.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70231.789062 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -70231.79 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70774.625000 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -70774.62 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71111.601562 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -71111.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -71348.312500 Penalty: 3196.289062
	Iteration 3F: 3 clusters Score -71348.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -71482.210938 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -71482.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -71563.093750 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -71563.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -71662.960938 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -71662.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -71740.820312 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -71740.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71832.445312 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -71832.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71867.445312 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -71867.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71888.257812 Penalty: 3196.289062
	Iteration 10Q: 3 clusters Score -71888.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71893.273438 Penalty: 3196.289062
	Iteration 11Q: 3 clusters Score -71893.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71895.257812 Penalty: 3196.289062
	Iteration 12Q: 3 clusters Score -71895.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71898.312500 Penalty: 3196.289062
	Iteration 13Q: 3 clusters Score -71898.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71911.546875 Penalty: 3196.289062
	Iteration 14Q: 3 clusters Score -71911.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71918.609375 Penalty: 3196.289062
	Iteration 15Q: 3 clusters Score -71918.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71923.843750 Penalty: 3196.289062
	Iteration 16Q: 3 clusters Score -71923.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -71926.203125 Penalty: 3196.289062
	Iteration 17Q: 3 clusters Score -71926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -71926.203125 Penalty: 3196.289062
	Iteration 18F: 3 clusters Score -71926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 184 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 445 members 
Entering Unmasked Estep 
Score: -144371376.000000 Penalty: 72426.367188
Splitting cluster 4 changes total score from -144372960.000000 to -144371376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (176037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176037 members 
Entering Unmasked Estep 
Score: -23579750.000000 Penalty: 2995.455322
	Iteration 0F: 2 clusters Score -2.357975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88035 members 
Mstep: Class 2 contains 88002 members 
Entering Unmasked Estep 
Score: -23464214.000000 Penalty: 5990.910645
	Iteration 0F: 3 clusters Score -2.346421e+07 nChanged 84452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -23513218.000000 Penalty: 5990.910645
	Iteration 1F: 3 clusters Score -2.351322e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -23513910.000000 Penalty: 5990.910645
	Iteration 2Q: 3 clusters Score -2.351391e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -23514778.000000 Penalty: 5990.910645
	Iteration 3Q: 3 clusters Score -2.351478e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -23515898.000000 Penalty: 5990.910645
	Iteration 4Q: 3 clusters Score -2.35159e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96746 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -23517640.000000 Penalty: 5990.910645
	Iteration 5Q: 3 clusters Score -2.351764e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -23520506.000000 Penalty: 5990.910645
	Iteration 6Q: 3 clusters Score -2.352051e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109339 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -23525358.000000 Penalty: 5990.910645
	Iteration 7F: 3 clusters Score -2.352536e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119559 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -23533410.000000 Penalty: 5990.910645
	Iteration 8F: 3 clusters Score -2.353341e+07 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131685 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -23545562.000000 Penalty: 5990.910645
	Iteration 9F: 3 clusters Score -2.354556e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143052 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -23558126.000000 Penalty: 5990.910645
	Iteration 10F: 3 clusters Score -2.355813e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150718 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -23567590.000000 Penalty: 5990.910645
	Iteration 11F: 3 clusters Score -2.356759e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154460 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -23573188.000000 Penalty: 5990.910645
	Iteration 12Q: 3 clusters Score -2.357319e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156335 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -23575620.000000 Penalty: 5990.910645
	Iteration 13Q: 3 clusters Score -2.357562e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157747 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -23576806.000000 Penalty: 5990.910645
	Iteration 14Q: 3 clusters Score -2.357681e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158984 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -23577354.000000 Penalty: 5990.910645
	Iteration 15Q: 3 clusters Score -2.357735e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160085 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -23577790.000000 Penalty: 5990.910645
	Iteration 16Q: 3 clusters Score -2.357779e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161035 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -23578104.000000 Penalty: 5990.910645
	Iteration 17Q: 3 clusters Score -2.35781e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161854 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -23578238.000000 Penalty: 5990.910645
	Iteration 18Q: 3 clusters Score -2.357824e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162583 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -23578336.000000 Penalty: 5990.910645
	Iteration 19Q: 3 clusters Score -2.357834e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163253 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -23578422.000000 Penalty: 5990.910645
	Iteration 20F: 3 clusters Score -2.357842e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163884 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -23578440.000000 Penalty: 5990.910645
	Iteration 21Q: 3 clusters Score -2.357844e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164408 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -23578534.000000 Penalty: 5990.910645
	Iteration 22Q: 3 clusters Score -2.357853e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164872 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -23578622.000000 Penalty: 5990.910645
	Iteration 23Q: 3 clusters Score -2.357862e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165291 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -23578618.000000 Penalty: 5990.910645
	Iteration 24Q: 3 clusters Score -2.357862e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -23578760.000000 Penalty: 5990.910645
	Iteration 25Q: 3 clusters Score -2.357876e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166099 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -23578716.000000 Penalty: 5990.910645
	Iteration 26Q: 3 clusters Score -2.357872e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166453 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -23578698.000000 Penalty: 5990.910645
	Iteration 27Q: 3 clusters Score -2.35787e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -23578674.000000 Penalty: 5990.910645
	Iteration 28Q: 3 clusters Score -2.357867e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167047 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -23578642.000000 Penalty: 5990.910645
	Iteration 29Q: 3 clusters Score -2.357864e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167353 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -23578598.000000 Penalty: 5990.910645
	Iteration 30Q: 3 clusters Score -2.35786e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -23578626.000000 Penalty: 5990.910645
	Iteration 31Q: 3 clusters Score -2.357863e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167915 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -23578644.000000 Penalty: 5990.910645
	Iteration 32Q: 3 clusters Score -2.357864e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168162 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -23578650.000000 Penalty: 5990.910645
	Iteration 33Q: 3 clusters Score -2.357865e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168385 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -23578620.000000 Penalty: 5990.910645
	Iteration 34Q: 3 clusters Score -2.357862e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168577 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -23578586.000000 Penalty: 5990.910645
	Iteration 35Q: 3 clusters Score -2.357859e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168766 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -23578618.000000 Penalty: 5990.910645
	Iteration 36Q: 3 clusters Score -2.357862e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168959 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -23578588.000000 Penalty: 5990.910645
	Iteration 37Q: 3 clusters Score -2.357859e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169141 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -23578596.000000 Penalty: 5990.910645
	Iteration 38Q: 3 clusters Score -2.35786e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169295 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -23578584.000000 Penalty: 5990.910645
	Iteration 39Q: 3 clusters Score -2.357858e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -23578548.000000 Penalty: 5990.910645
	Iteration 40F: 3 clusters Score -2.357855e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169614 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -23578490.000000 Penalty: 5990.910645
	Iteration 41Q: 3 clusters Score -2.357849e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169775 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -23578502.000000 Penalty: 5990.910645
	Iteration 42Q: 3 clusters Score -2.35785e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169932 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -23578444.000000 Penalty: 5990.910645
	Iteration 43Q: 3 clusters Score -2.357844e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170075 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -23578418.000000 Penalty: 5990.910645
	Iteration 44Q: 3 clusters Score -2.357842e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170207 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -23578384.000000 Penalty: 5990.910645
	Iteration 45Q: 3 clusters Score -2.357838e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170303 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -23578372.000000 Penalty: 5990.910645
	Iteration 46Q: 3 clusters Score -2.357837e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170408 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -23578390.000000 Penalty: 5990.910645
	Iteration 47Q: 3 clusters Score -2.357839e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170507 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -23578382.000000 Penalty: 5990.910645
	Iteration 48Q: 3 clusters Score -2.357838e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -23578374.000000 Penalty: 5990.910645
	Iteration 49Q: 3 clusters Score -2.357837e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170687 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -23578370.000000 Penalty: 5990.910645
	Iteration 50Q: 3 clusters Score -2.357837e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170767 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -23578358.000000 Penalty: 5990.910645
	Iteration 51Q: 3 clusters Score -2.357836e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170848 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -23578386.000000 Penalty: 5990.910645
	Iteration 52Q: 3 clusters Score -2.357839e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170921 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -23578380.000000 Penalty: 5990.910645
	Iteration 53Q: 3 clusters Score -2.357838e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -23578358.000000 Penalty: 5990.910645
	Iteration 54Q: 3 clusters Score -2.357836e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171065 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -23578350.000000 Penalty: 5990.910645
	Iteration 55Q: 3 clusters Score -2.357835e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171130 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -23578340.000000 Penalty: 5990.910645
	Iteration 56Q: 3 clusters Score -2.357834e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -23578336.000000 Penalty: 5990.910645
	Iteration 57Q: 3 clusters Score -2.357834e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171236 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -23578278.000000 Penalty: 5990.910645
	Iteration 58Q: 3 clusters Score -2.357828e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171287 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -23578276.000000 Penalty: 5990.910645
	Iteration 59Q: 3 clusters Score -2.357828e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171338 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -23578252.000000 Penalty: 5990.910645
	Iteration 60F: 3 clusters Score -2.357825e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171379 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -23578280.000000 Penalty: 5990.910645
	Iteration 61Q: 3 clusters Score -2.357828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171419 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -23578294.000000 Penalty: 5990.910645
	Iteration 62Q: 3 clusters Score -2.357829e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171457 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -23578278.000000 Penalty: 5990.910645
	Iteration 63Q: 3 clusters Score -2.357828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171499 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -23578260.000000 Penalty: 5990.910645
	Iteration 64Q: 3 clusters Score -2.357826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171532 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -23578258.000000 Penalty: 5990.910645
	Iteration 65Q: 3 clusters Score -2.357826e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171563 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -23578240.000000 Penalty: 5990.910645
	Iteration 66Q: 3 clusters Score -2.357824e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171598 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -23578232.000000 Penalty: 5990.910645
	Iteration 67Q: 3 clusters Score -2.357823e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171640 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -23578226.000000 Penalty: 5990.910645
	Iteration 68Q: 3 clusters Score -2.357823e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171686 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -23578234.000000 Penalty: 5990.910645
	Iteration 69Q: 3 clusters Score -2.357823e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171714 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -23578252.000000 Penalty: 5990.910645
	Iteration 70Q: 3 clusters Score -2.357825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171733 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -23578240.000000 Penalty: 5990.910645
	Iteration 71Q: 3 clusters Score -2.357824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171750 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -23578216.000000 Penalty: 5990.910645
	Iteration 72Q: 3 clusters Score -2.357822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171768 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -23578216.000000 Penalty: 5990.910645
	Iteration 73Q: 3 clusters Score -2.357822e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171796 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -23578206.000000 Penalty: 5990.910645
	Iteration 74Q: 3 clusters Score -2.357821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171828 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -23578172.000000 Penalty: 5990.910645
	Iteration 75Q: 3 clusters Score -2.357817e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171857 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -23578186.000000 Penalty: 5990.910645
	Iteration 76Q: 3 clusters Score -2.357819e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171890 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -23578200.000000 Penalty: 5990.910645
	Iteration 77Q: 3 clusters Score -2.35782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171919 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -23578180.000000 Penalty: 5990.910645
	Iteration 78Q: 3 clusters Score -2.357818e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171956 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -23578160.000000 Penalty: 5990.910645
	Iteration 79Q: 3 clusters Score -2.357816e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171990 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -23578152.000000 Penalty: 5990.910645
	Iteration 80F: 3 clusters Score -2.357815e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172035 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -23578128.000000 Penalty: 5990.910645
	Iteration 81Q: 3 clusters Score -2.357813e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172072 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -23578118.000000 Penalty: 5990.910645
	Iteration 82Q: 3 clusters Score -2.357812e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172114 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -23578074.000000 Penalty: 5990.910645
	Iteration 83Q: 3 clusters Score -2.357807e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172151 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -23578098.000000 Penalty: 5990.910645
	Iteration 84Q: 3 clusters Score -2.35781e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172183 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -23578048.000000 Penalty: 5990.910645
	Iteration 85Q: 3 clusters Score -2.357805e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172208 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -23578072.000000 Penalty: 5990.910645
	Iteration 86Q: 3 clusters Score -2.357807e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172235 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -23578082.000000 Penalty: 5990.910645
	Iteration 87Q: 3 clusters Score -2.357808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172259 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -23578050.000000 Penalty: 5990.910645
	Iteration 88Q: 3 clusters Score -2.357805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172279 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -23578050.000000 Penalty: 5990.910645
	Iteration 89Q: 3 clusters Score -2.357805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172296 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -23578060.000000 Penalty: 5990.910645
	Iteration 90Q: 3 clusters Score -2.357806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172309 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -23578048.000000 Penalty: 5990.910645
	Iteration 91Q: 3 clusters Score -2.357805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172322 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -23578038.000000 Penalty: 5990.910645
	Iteration 92Q: 3 clusters Score -2.357804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172332 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -23578022.000000 Penalty: 5990.910645
	Iteration 93Q: 3 clusters Score -2.357802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172344 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -23578044.000000 Penalty: 5990.910645
	Iteration 94Q: 3 clusters Score -2.357804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172349 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -23578036.000000 Penalty: 5990.910645
	Iteration 95Q: 3 clusters Score -2.357804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172355 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -23578016.000000 Penalty: 5990.910645
	Iteration 96Q: 3 clusters Score -2.357802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172360 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -23578038.000000 Penalty: 5990.910645
	Iteration 97Q: 3 clusters Score -2.357804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172361 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -23578044.000000 Penalty: 5990.910645
	Iteration 98Q: 3 clusters Score -2.357804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172361 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -23578044.000000 Penalty: 5990.910645
	Iteration 99F: 3 clusters Score -2.357804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Entering Unmasked Estep 
Score: -11993260.000000 Penalty: 2827.719482
	Iteration 0F: 2 clusters Score -1.199326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -11933478.000000 Penalty: 5655.438965
	Iteration 0F: 3 clusters Score -1.193348e+07 nChanged 42075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -11957475.000000 Penalty: 5655.438965
	Iteration 1F: 3 clusters Score -1.195748e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -11958481.000000 Penalty: 5655.438965
	Iteration 2Q: 3 clusters Score -1.195848e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -11959515.000000 Penalty: 5655.438965
	Iteration 3Q: 3 clusters Score -1.195952e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -11961049.000000 Penalty: 5655.438965
	Iteration 4Q: 3 clusters Score -1.196105e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -11963050.000000 Penalty: 5655.438965
	Iteration 5Q: 3 clusters Score -1.196305e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -11965668.000000 Penalty: 5655.438965
	Iteration 6F: 3 clusters Score -1.196567e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -11968618.000000 Penalty: 5655.438965
	Iteration 7F: 3 clusters Score -1.196862e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -11971598.000000 Penalty: 5655.438965
	Iteration 8F: 3 clusters Score -1.19716e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -11974024.000000 Penalty: 5655.438965
	Iteration 9F: 3 clusters Score -1.197402e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -11975802.000000 Penalty: 5655.438965
	Iteration 10Q: 3 clusters Score -1.19758e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -11976959.000000 Penalty: 5655.438965
	Iteration 11Q: 3 clusters Score -1.197696e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -11977830.000000 Penalty: 5655.438965
	Iteration 12Q: 3 clusters Score -1.197783e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -11978566.000000 Penalty: 5655.438965
	Iteration 13Q: 3 clusters Score -1.197857e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -11979048.000000 Penalty: 5655.438965
	Iteration 14Q: 3 clusters Score -1.197905e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -11979468.000000 Penalty: 5655.438965
	Iteration 15Q: 3 clusters Score -1.197947e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -11979759.000000 Penalty: 5655.438965
	Iteration 16Q: 3 clusters Score -1.197976e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -11980044.000000 Penalty: 5655.438965
	Iteration 17Q: 3 clusters Score -1.198004e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -11980267.000000 Penalty: 5655.438965
	Iteration 18Q: 3 clusters Score -1.198027e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -11980385.000000 Penalty: 5655.438965
	Iteration 19Q: 3 clusters Score -1.198038e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -11980521.000000 Penalty: 5655.438965
	Iteration 20F: 3 clusters Score -1.198052e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -11980646.000000 Penalty: 5655.438965
	Iteration 21Q: 3 clusters Score -1.198065e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -11980720.000000 Penalty: 5655.438965
	Iteration 22Q: 3 clusters Score -1.198072e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -11980829.000000 Penalty: 5655.438965
	Iteration 23Q: 3 clusters Score -1.198083e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -11980939.000000 Penalty: 5655.438965
	Iteration 24Q: 3 clusters Score -1.198094e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -11980992.000000 Penalty: 5655.438965
	Iteration 25Q: 3 clusters Score -1.198099e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -11981066.000000 Penalty: 5655.438965
	Iteration 26Q: 3 clusters Score -1.198107e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -11981211.000000 Penalty: 5655.438965
	Iteration 27Q: 3 clusters Score -1.198121e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -11981303.000000 Penalty: 5655.438965
	Iteration 28Q: 3 clusters Score -1.19813e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -11981433.000000 Penalty: 5655.438965
	Iteration 29Q: 3 clusters Score -1.198143e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -11981534.000000 Penalty: 5655.438965
	Iteration 30Q: 3 clusters Score -1.198153e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -11981609.000000 Penalty: 5655.438965
	Iteration 31Q: 3 clusters Score -1.198161e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -11981726.000000 Penalty: 5655.438965
	Iteration 32Q: 3 clusters Score -1.198173e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -11981799.000000 Penalty: 5655.438965
	Iteration 33Q: 3 clusters Score -1.19818e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -11981909.000000 Penalty: 5655.438965
	Iteration 34Q: 3 clusters Score -1.198191e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -11982059.000000 Penalty: 5655.438965
	Iteration 35Q: 3 clusters Score -1.198206e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -11982176.000000 Penalty: 5655.438965
	Iteration 36Q: 3 clusters Score -1.198218e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -11982272.000000 Penalty: 5655.438965
	Iteration 37Q: 3 clusters Score -1.198227e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -11982323.000000 Penalty: 5655.438965
	Iteration 38Q: 3 clusters Score -1.198232e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -11982426.000000 Penalty: 5655.438965
	Iteration 39Q: 3 clusters Score -1.198243e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -11982621.000000 Penalty: 5655.438965
	Iteration 40F: 3 clusters Score -1.198262e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -11982770.000000 Penalty: 5655.438965
	Iteration 41Q: 3 clusters Score -1.198277e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -11982844.000000 Penalty: 5655.438965
	Iteration 42Q: 3 clusters Score -1.198284e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -11983012.000000 Penalty: 5655.438965
	Iteration 43Q: 3 clusters Score -1.198301e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -11983219.000000 Penalty: 5655.438965
	Iteration 44Q: 3 clusters Score -1.198322e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -11983377.000000 Penalty: 5655.438965
	Iteration 45Q: 3 clusters Score -1.198338e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -11983550.000000 Penalty: 5655.438965
	Iteration 46Q: 3 clusters Score -1.198355e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -11983745.000000 Penalty: 5655.438965
	Iteration 47Q: 3 clusters Score -1.198374e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -11983911.000000 Penalty: 5655.438965
	Iteration 48Q: 3 clusters Score -1.198391e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -11984107.000000 Penalty: 5655.438965
	Iteration 49Q: 3 clusters Score -1.198411e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -11984419.000000 Penalty: 5655.438965
	Iteration 50Q: 3 clusters Score -1.198442e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -11984667.000000 Penalty: 5655.438965
	Iteration 51Q: 3 clusters Score -1.198467e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -11984999.000000 Penalty: 5655.438965
	Iteration 52Q: 3 clusters Score -1.1985e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -11985280.000000 Penalty: 5655.438965
	Iteration 53Q: 3 clusters Score -1.198528e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -11985549.000000 Penalty: 5655.438965
	Iteration 54Q: 3 clusters Score -1.198555e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -11985869.000000 Penalty: 5655.438965
	Iteration 55Q: 3 clusters Score -1.198587e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66875 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -11986167.000000 Penalty: 5655.438965
	Iteration 56Q: 3 clusters Score -1.198617e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -11986460.000000 Penalty: 5655.438965
	Iteration 57Q: 3 clusters Score -1.198646e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -11986749.000000 Penalty: 5655.438965
	Iteration 58Q: 3 clusters Score -1.198675e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -11987134.000000 Penalty: 5655.438965
	Iteration 59Q: 3 clusters Score -1.198713e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -11987414.000000 Penalty: 5655.438965
	Iteration 60F: 3 clusters Score -1.198741e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -11987722.000000 Penalty: 5655.438965
	Iteration 61Q: 3 clusters Score -1.198772e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -11988034.000000 Penalty: 5655.438965
	Iteration 62Q: 3 clusters Score -1.198803e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -11988248.000000 Penalty: 5655.438965
	Iteration 63Q: 3 clusters Score -1.198825e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -11988535.000000 Penalty: 5655.438965
	Iteration 64Q: 3 clusters Score -1.198854e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -11988793.000000 Penalty: 5655.438965
	Iteration 65Q: 3 clusters Score -1.198879e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -11989067.000000 Penalty: 5655.438965
	Iteration 66Q: 3 clusters Score -1.198907e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -11989304.000000 Penalty: 5655.438965
	Iteration 67Q: 3 clusters Score -1.19893e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -11989486.000000 Penalty: 5655.438965
	Iteration 68Q: 3 clusters Score -1.198949e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -11989672.000000 Penalty: 5655.438965
	Iteration 69Q: 3 clusters Score -1.198967e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -11989818.000000 Penalty: 5655.438965
	Iteration 70Q: 3 clusters Score -1.198982e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -11989964.000000 Penalty: 5655.438965
	Iteration 71Q: 3 clusters Score -1.198996e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -11990092.000000 Penalty: 5655.438965
	Iteration 72Q: 3 clusters Score -1.199009e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -11990213.000000 Penalty: 5655.438965
	Iteration 73Q: 3 clusters Score -1.199021e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -11990325.000000 Penalty: 5655.438965
	Iteration 74Q: 3 clusters Score -1.199032e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -11990411.000000 Penalty: 5655.438965
	Iteration 75Q: 3 clusters Score -1.199041e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -11990468.000000 Penalty: 5655.438965
	Iteration 76Q: 3 clusters Score -1.199047e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -11990545.000000 Penalty: 5655.438965
	Iteration 77Q: 3 clusters Score -1.199054e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -11990623.000000 Penalty: 5655.438965
	Iteration 78Q: 3 clusters Score -1.199062e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -11990659.000000 Penalty: 5655.438965
	Iteration 79Q: 3 clusters Score -1.199066e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -11990736.000000 Penalty: 5655.438965
	Iteration 80F: 3 clusters Score -1.199074e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -11990782.000000 Penalty: 5655.438965
	Iteration 81Q: 3 clusters Score -1.199078e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -11990810.000000 Penalty: 5655.438965
	Iteration 82Q: 3 clusters Score -1.199081e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -11990844.000000 Penalty: 5655.438965
	Iteration 83Q: 3 clusters Score -1.199084e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -11990898.000000 Penalty: 5655.438965
	Iteration 84Q: 3 clusters Score -1.19909e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83952 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -11990953.000000 Penalty: 5655.438965
	Iteration 85Q: 3 clusters Score -1.199095e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84126 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -11990968.000000 Penalty: 5655.438965
	Iteration 86Q: 3 clusters Score -1.199097e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -11990972.000000 Penalty: 5655.438965
	Iteration 87Q: 3 clusters Score -1.199097e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84451 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -11990994.000000 Penalty: 5655.438965
	Iteration 88Q: 3 clusters Score -1.199099e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -11991054.000000 Penalty: 5655.438965
	Iteration 89Q: 3 clusters Score -1.199105e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -11991048.000000 Penalty: 5655.438965
	Iteration 90Q: 3 clusters Score -1.199105e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -11991093.000000 Penalty: 5655.438965
	Iteration 91Q: 3 clusters Score -1.199109e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -11991100.000000 Penalty: 5655.438965
	Iteration 92Q: 3 clusters Score -1.19911e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -11991114.000000 Penalty: 5655.438965
	Iteration 93Q: 3 clusters Score -1.199111e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -11991109.000000 Penalty: 5655.438965
	Iteration 94Q: 3 clusters Score -1.199111e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -11991150.000000 Penalty: 5655.438965
	Iteration 95Q: 3 clusters Score -1.199115e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -11991162.000000 Penalty: 5655.438965
	Iteration 96Q: 3 clusters Score -1.199116e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -11991165.000000 Penalty: 5655.438965
	Iteration 97Q: 3 clusters Score -1.199116e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85389 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -11991156.000000 Penalty: 5655.438965
	Iteration 98Q: 3 clusters Score -1.199116e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -11991164.000000 Penalty: 5655.438965
	Iteration 99Q: 3 clusters Score -1.199116e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -11991193.000000 Penalty: 5655.438965
	Iteration 100F: 3 clusters Score -1.199119e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -11991183.000000 Penalty: 5655.438965
	Iteration 101Q: 3 clusters Score -1.199118e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -11991211.000000 Penalty: 5655.438965
	Iteration 102Q: 3 clusters Score -1.199121e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -11991200.000000 Penalty: 5655.438965
	Iteration 103Q: 3 clusters Score -1.19912e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -11991206.000000 Penalty: 5655.438965
	Iteration 104Q: 3 clusters Score -1.199121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -11991212.000000 Penalty: 5655.438965
	Iteration 105Q: 3 clusters Score -1.199121e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -11991209.000000 Penalty: 5655.438965
	Iteration 106Q: 3 clusters Score -1.199121e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -11991208.000000 Penalty: 5655.438965
	Iteration 107Q: 3 clusters Score -1.199121e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -11991218.000000 Penalty: 5655.438965
	Iteration 108Q: 3 clusters Score -1.199122e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -11991243.000000 Penalty: 5655.438965
	Iteration 109Q: 3 clusters Score -1.199124e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -11991259.000000 Penalty: 5655.438965
	Iteration 110Q: 3 clusters Score -1.199126e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86058 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -11991282.000000 Penalty: 5655.438965
	Iteration 111Q: 3 clusters Score -1.199128e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86109 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -11991276.000000 Penalty: 5655.438965
	Iteration 112Q: 3 clusters Score -1.199128e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -11991283.000000 Penalty: 5655.438965
	Iteration 113Q: 3 clusters Score -1.199128e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -11991289.000000 Penalty: 5655.438965
	Iteration 114Q: 3 clusters Score -1.199129e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -11991290.000000 Penalty: 5655.438965
	Iteration 115Q: 3 clusters Score -1.199129e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -11991320.000000 Penalty: 5655.438965
	Iteration 116Q: 3 clusters Score -1.199132e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -11991320.000000 Penalty: 5655.438965
	Iteration 117Q: 3 clusters Score -1.199132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -11991313.000000 Penalty: 5655.438965
	Iteration 118Q: 3 clusters Score -1.199131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -11991293.000000 Penalty: 5655.438965
	Iteration 119Q: 3 clusters Score -1.199129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86377 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -11991299.000000 Penalty: 5655.438965
	Iteration 120F: 3 clusters Score -1.19913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -11991299.000000 Penalty: 5655.438965
	Iteration 121Q: 3 clusters Score -1.19913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -11991300.000000 Penalty: 5655.438965
	Iteration 122Q: 3 clusters Score -1.19913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -11991303.000000 Penalty: 5655.438965
	Iteration 123Q: 3 clusters Score -1.19913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86435 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -11991297.000000 Penalty: 5655.438965
	Iteration 124Q: 3 clusters Score -1.19913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86445 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -11991308.000000 Penalty: 5655.438965
	Iteration 125Q: 3 clusters Score -1.199131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -11991310.000000 Penalty: 5655.438965
	Iteration 126Q: 3 clusters Score -1.199131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86462 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -11991307.000000 Penalty: 5655.438965
	Iteration 127Q: 3 clusters Score -1.199131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -11991318.000000 Penalty: 5655.438965
	Iteration 128Q: 3 clusters Score -1.199132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86484 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -11991312.000000 Penalty: 5655.438965
	Iteration 129Q: 3 clusters Score -1.199131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -11991304.000000 Penalty: 5655.438965
	Iteration 130Q: 3 clusters Score -1.19913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -11991306.000000 Penalty: 5655.438965
	Iteration 131Q: 3 clusters Score -1.199131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -11991307.000000 Penalty: 5655.438965
	Iteration 132Q: 3 clusters Score -1.199131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -11991310.000000 Penalty: 5655.438965
	Iteration 133Q: 3 clusters Score -1.199131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -11991308.000000 Penalty: 5655.438965
	Iteration 134Q: 3 clusters Score -1.199131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -11991303.000000 Penalty: 5655.438965
	Iteration 135Q: 3 clusters Score -1.19913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86537 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -11991313.000000 Penalty: 5655.438965
	Iteration 136Q: 3 clusters Score -1.199131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -11991299.000000 Penalty: 5655.438965
	Iteration 137Q: 3 clusters Score -1.19913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -11991307.000000 Penalty: 5655.438965
	Iteration 138Q: 3 clusters Score -1.199131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11991290.000000 Penalty: 5655.438965
	Iteration 139Q: 3 clusters Score -1.199129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -11991298.000000 Penalty: 5655.438965
	Iteration 140F: 3 clusters Score -1.19913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -11991305.000000 Penalty: 5655.438965
	Iteration 141Q: 3 clusters Score -1.19913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -11991304.000000 Penalty: 5655.438965
	Iteration 142Q: 3 clusters Score -1.19913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -11991307.000000 Penalty: 5655.438965
	Iteration 143Q: 3 clusters Score -1.199131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -11991312.000000 Penalty: 5655.438965
	Iteration 144Q: 3 clusters Score -1.199131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -11991320.000000 Penalty: 5655.438965
	Iteration 145Q: 3 clusters Score -1.199132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -11991321.000000 Penalty: 5655.438965
	Iteration 146Q: 3 clusters Score -1.199132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -11991317.000000 Penalty: 5655.438965
	Iteration 147Q: 3 clusters Score -1.199132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -11991320.000000 Penalty: 5655.438965
	Iteration 148Q: 3 clusters Score -1.199132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -11991310.000000 Penalty: 5655.438965
	Iteration 149Q: 3 clusters Score -1.199131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -11991310.000000 Penalty: 5655.438965
	Iteration 150F: 3 clusters Score -1.199131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Entering Unmasked Estep 
Score: -6537290.500000 Penalty: 2683.567871
	Iteration 0F: 2 clusters Score -6537290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -6503596.500000 Penalty: 5367.135742
	Iteration 0F: 3 clusters Score -6503596 nChanged 23144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -6516595.500000 Penalty: 5367.135742
	Iteration 1F: 3 clusters Score -6516596 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -6517198.000000 Penalty: 5367.135742
	Iteration 2Q: 3 clusters Score -6517198 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -6517798.000000 Penalty: 5367.135742
	Iteration 3Q: 3 clusters Score -6517798 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -6518434.500000 Penalty: 5367.135742
	Iteration 4Q: 3 clusters Score -6518434 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -6519173.500000 Penalty: 5367.135742
	Iteration 5Q: 3 clusters Score -6519174 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -6520210.000000 Penalty: 5367.135742
	Iteration 6Q: 3 clusters Score -6520210 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -6521613.500000 Penalty: 5367.135742
	Iteration 7F: 3 clusters Score -6521614 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -6523512.000000 Penalty: 5367.135742
	Iteration 8F: 3 clusters Score -6523512 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -6525675.500000 Penalty: 5367.135742
	Iteration 9F: 3 clusters Score -6525676 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -6527911.000000 Penalty: 5367.135742
	Iteration 10F: 3 clusters Score -6527911 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -6529995.500000 Penalty: 5367.135742
	Iteration 11Q: 3 clusters Score -6529996 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -6531567.000000 Penalty: 5367.135742
	Iteration 12Q: 3 clusters Score -6531567 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -6532613.500000 Penalty: 5367.135742
	Iteration 13Q: 3 clusters Score -6532614 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -6533314.500000 Penalty: 5367.135742
	Iteration 14Q: 3 clusters Score -6533314 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -6533768.500000 Penalty: 5367.135742
	Iteration 15Q: 3 clusters Score -6533768 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6534066.000000 Penalty: 5367.135742
	Iteration 16Q: 3 clusters Score -6534066 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6534259.500000 Penalty: 5367.135742
	Iteration 17Q: 3 clusters Score -6534260 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6534399.500000 Penalty: 5367.135742
	Iteration 18Q: 3 clusters Score -6534400 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6534519.500000 Penalty: 5367.135742
	Iteration 19Q: 3 clusters Score -6534520 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6534625.500000 Penalty: 5367.135742
	Iteration 20F: 3 clusters Score -6534626 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6534732.000000 Penalty: 5367.135742
	Iteration 21Q: 3 clusters Score -6534732 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6534805.500000 Penalty: 5367.135742
	Iteration 22Q: 3 clusters Score -6534806 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6534853.000000 Penalty: 5367.135742
	Iteration 23Q: 3 clusters Score -6534853 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6534898.000000 Penalty: 5367.135742
	Iteration 24Q: 3 clusters Score -6534898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6534943.500000 Penalty: 5367.135742
	Iteration 25Q: 3 clusters Score -6534944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6534956.500000 Penalty: 5367.135742
	Iteration 26Q: 3 clusters Score -6534956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6534993.500000 Penalty: 5367.135742
	Iteration 27Q: 3 clusters Score -6534994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6535035.000000 Penalty: 5367.135742
	Iteration 28Q: 3 clusters Score -6535035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6535047.000000 Penalty: 5367.135742
	Iteration 29Q: 3 clusters Score -6535047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6535056.500000 Penalty: 5367.135742
	Iteration 30Q: 3 clusters Score -6535056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6535069.500000 Penalty: 5367.135742
	Iteration 31Q: 3 clusters Score -6535070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6535079.500000 Penalty: 5367.135742
	Iteration 32Q: 3 clusters Score -6535080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6535082.000000 Penalty: 5367.135742
	Iteration 33Q: 3 clusters Score -6535082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6535093.500000 Penalty: 5367.135742
	Iteration 34Q: 3 clusters Score -6535094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6535100.500000 Penalty: 5367.135742
	Iteration 35Q: 3 clusters Score -6535100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6535115.500000 Penalty: 5367.135742
	Iteration 36Q: 3 clusters Score -6535116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6535113.500000 Penalty: 5367.135742
	Iteration 37Q: 3 clusters Score -6535114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6535117.500000 Penalty: 5367.135742
	Iteration 38Q: 3 clusters Score -6535118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6535120.000000 Penalty: 5367.135742
	Iteration 39Q: 3 clusters Score -6535120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6535127.500000 Penalty: 5367.135742
	Iteration 40F: 3 clusters Score -6535128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6535128.500000 Penalty: 5367.135742
	Iteration 41Q: 3 clusters Score -6535128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6535122.500000 Penalty: 5367.135742
	Iteration 42Q: 3 clusters Score -6535122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6535129.000000 Penalty: 5367.135742
	Iteration 43Q: 3 clusters Score -6535129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6535127.500000 Penalty: 5367.135742
	Iteration 44Q: 3 clusters Score -6535128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6535122.500000 Penalty: 5367.135742
	Iteration 45Q: 3 clusters Score -6535122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6535124.000000 Penalty: 5367.135742
	Iteration 46Q: 3 clusters Score -6535124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6535121.000000 Penalty: 5367.135742
	Iteration 47Q: 3 clusters Score -6535121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6535130.000000 Penalty: 5367.135742
	Iteration 48Q: 3 clusters Score -6535130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6535130.500000 Penalty: 5367.135742
	Iteration 49Q: 3 clusters Score -6535130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6535130.500000 Penalty: 5367.135742
	Iteration 50Q: 3 clusters Score -6535130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6535132.500000 Penalty: 5367.135742
	Iteration 51Q: 3 clusters Score -6535132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6535126.500000 Penalty: 5367.135742
	Iteration 52Q: 3 clusters Score -6535126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6535127.000000 Penalty: 5367.135742
	Iteration 53Q: 3 clusters Score -6535127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6535132.000000 Penalty: 5367.135742
	Iteration 54Q: 3 clusters Score -6535132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6535129.500000 Penalty: 5367.135742
	Iteration 55Q: 3 clusters Score -6535130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6535133.000000 Penalty: 5367.135742
	Iteration 56Q: 3 clusters Score -6535133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6535133.000000 Penalty: 5367.135742
	Iteration 57F: 3 clusters Score -6535133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -113777.953125 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -113778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111926.179688 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -111926.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112225.835938 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -112225.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112328.507812 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -112328.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112418.000000 Penalty: 3372.884277
	Iteration 3Q: 3 clusters Score -112418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -112544.562500 Penalty: 3372.884277
	Iteration 4Q: 3 clusters Score -112544.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112723.796875 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -112723.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112835.117188 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -112835.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112898.578125 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -112898.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112947.773438 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -112947.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113010.867188 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -113010.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -113061.335938 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -113061.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -113100.625000 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -113100.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -113139.421875 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -113139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -113169.507812 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -113169.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -113192.117188 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -113192.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -113207.890625 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -113207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113211.984375 Penalty: 3372.884277
	Iteration 16Q: 3 clusters Score -113212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -113217.976562 Penalty: 3372.884277
	Iteration 17Q: 3 clusters Score -113218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -113222.078125 Penalty: 3372.884277
	Iteration 18Q: 3 clusters Score -113222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -113223.578125 Penalty: 3372.884277
	Iteration 19Q: 3 clusters Score -113223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113224.625000 Penalty: 3372.884277
	Iteration 20F: 3 clusters Score -113224.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -115801.242188 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -115801.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113930.070312 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -113930.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114291.312500 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -114291.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114433.718750 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -114433.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114627.820312 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -114627.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115074.164062 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -115074.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -115505.265625 Penalty: 3383.269287
	Iteration 5F: 3 clusters Score -115505.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115842.281250 Penalty: 3383.269287
	Iteration 6F: 3 clusters Score -115842.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -116042.781250 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -116042.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -116100.742188 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -116100.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116160.468750 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -116160.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -116190.625000 Penalty: 3383.269287
	Iteration 10Q: 3 clusters Score -116190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116202.898438 Penalty: 3383.269287
	Iteration 11Q: 3 clusters Score -116202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116202.898438 Penalty: 3383.269287
	Iteration 12F: 3 clusters Score -116202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
Score: -144371600.000000 Penalty: 72426.367188
Splitting cluster 9 changes total score from -144372960.000000 to -144371600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (160148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160148 members 
Entering Unmasked Estep 
Score: -21475582.000000 Penalty: 2971.995605
	Iteration 0F: 2 clusters Score -2.147558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 80211 members 
Entering Unmasked Estep 
Score: -21369092.000000 Penalty: 5943.991211
	Iteration 0F: 3 clusters Score -2.136909e+07 nChanged 76704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77809 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -21413388.000000 Penalty: 5943.991211
	Iteration 1F: 3 clusters Score -2.141339e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -21414258.000000 Penalty: 5943.991211
	Iteration 2Q: 3 clusters Score -2.141426e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -21415414.000000 Penalty: 5943.991211
	Iteration 3Q: 3 clusters Score -2.141541e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 89340 members 
Entering Unmasked Estep 
Score: -21417056.000000 Penalty: 5943.991211
	Iteration 4Q: 3 clusters Score -2.141706e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 94548 members 
Entering Unmasked Estep 
Score: -21419722.000000 Penalty: 5943.991211
	Iteration 5Q: 3 clusters Score -2.141972e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -21424120.000000 Penalty: 5943.991211
	Iteration 6F: 3 clusters Score -2.142412e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 112681 members 
Entering Unmasked Estep 
Score: -21431862.000000 Penalty: 5943.991211
	Iteration 7F: 3 clusters Score -2.143186e+07 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 125410 members 
Entering Unmasked Estep 
Score: -21443176.000000 Penalty: 5943.991211
	Iteration 8F: 3 clusters Score -2.144318e+07 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 137980 members 
Entering Unmasked Estep 
Score: -21455120.000000 Penalty: 5943.991211
	Iteration 9F: 3 clusters Score -2.145512e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 147378 members 
Entering Unmasked Estep 
Score: -21463958.000000 Penalty: 5943.991211
	Iteration 10F: 3 clusters Score -2.146396e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 153073 members 
Entering Unmasked Estep 
Score: -21468952.000000 Penalty: 5943.991211
	Iteration 11Q: 3 clusters Score -2.146895e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 155956 members 
Entering Unmasked Estep 
Score: -21471298.000000 Penalty: 5943.991211
	Iteration 12Q: 3 clusters Score -2.14713e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 157249 members 
Entering Unmasked Estep 
Score: -21472090.000000 Penalty: 5943.991211
	Iteration 13Q: 3 clusters Score -2.147209e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 157957 members 
Entering Unmasked Estep 
Score: -21472512.000000 Penalty: 5943.991211
	Iteration 14Q: 3 clusters Score -2.147251e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 158360 members 
Entering Unmasked Estep 
Score: -21472806.000000 Penalty: 5943.991211
	Iteration 15Q: 3 clusters Score -2.147281e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 158599 members 
Entering Unmasked Estep 
Score: -21472974.000000 Penalty: 5943.991211
	Iteration 16Q: 3 clusters Score -2.147297e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 158765 members 
Entering Unmasked Estep 
Score: -21473116.000000 Penalty: 5943.991211
	Iteration 17Q: 3 clusters Score -2.147312e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 158877 members 
Entering Unmasked Estep 
Score: -21473194.000000 Penalty: 5943.991211
	Iteration 18Q: 3 clusters Score -2.147319e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 158932 members 
Entering Unmasked Estep 
Score: -21473250.000000 Penalty: 5943.991211
	Iteration 19Q: 3 clusters Score -2.147325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 158969 members 
Entering Unmasked Estep 
Score: -21473294.000000 Penalty: 5943.991211
	Iteration 20F: 3 clusters Score -2.147329e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 159007 members 
Entering Unmasked Estep 
Score: -21473348.000000 Penalty: 5943.991211
	Iteration 21Q: 3 clusters Score -2.147335e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 159039 members 
Entering Unmasked Estep 
Score: -21473346.000000 Penalty: 5943.991211
	Iteration 22Q: 3 clusters Score -2.147335e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 159062 members 
Entering Unmasked Estep 
Score: -21473354.000000 Penalty: 5943.991211
	Iteration 23Q: 3 clusters Score -2.147335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 159074 members 
Entering Unmasked Estep 
Score: -21473360.000000 Penalty: 5943.991211
	Iteration 24Q: 3 clusters Score -2.147336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 159095 members 
Entering Unmasked Estep 
Score: -21473356.000000 Penalty: 5943.991211
	Iteration 25Q: 3 clusters Score -2.147336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 159112 members 
Entering Unmasked Estep 
Score: -21473350.000000 Penalty: 5943.991211
	Iteration 26Q: 3 clusters Score -2.147335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 159128 members 
Entering Unmasked Estep 
Score: -21473378.000000 Penalty: 5943.991211
	Iteration 27Q: 3 clusters Score -2.147338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 159144 members 
Entering Unmasked Estep 
Score: -21473386.000000 Penalty: 5943.991211
	Iteration 28Q: 3 clusters Score -2.147339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 159155 members 
Entering Unmasked Estep 
Score: -21473386.000000 Penalty: 5943.991211
	Iteration 29Q: 3 clusters Score -2.147339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 159160 members 
Entering Unmasked Estep 
Score: -21473396.000000 Penalty: 5943.991211
	Iteration 30Q: 3 clusters Score -2.14734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 159164 members 
Entering Unmasked Estep 
Score: -21473402.000000 Penalty: 5943.991211
	Iteration 31Q: 3 clusters Score -2.14734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 159165 members 
Entering Unmasked Estep 
Score: -21473408.000000 Penalty: 5943.991211
	Iteration 32Q: 3 clusters Score -2.147341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 159165 members 
Entering Unmasked Estep 
Score: -21473414.000000 Penalty: 5943.991211
	Iteration 33Q: 3 clusters Score -2.147341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 159163 members 
Entering Unmasked Estep 
Score: -21473414.000000 Penalty: 5943.991211
	Iteration 34Q: 3 clusters Score -2.147341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 159163 members 
Entering Unmasked Estep 
Score: -21473414.000000 Penalty: 5943.991211
	Iteration 35F: 3 clusters Score -2.147341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -345272.843750 Penalty: 1948.942871
	Iteration 0F: 2 clusters Score -345272.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -342284.687500 Penalty: 3897.885742
	Iteration 0F: 3 clusters Score -342284.7 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -342902.281250 Penalty: 3897.885742
	Iteration 1F: 3 clusters Score -342902.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -343071.906250 Penalty: 3897.885742
	Iteration 2F: 3 clusters Score -343071.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -343168.906250 Penalty: 3897.885742
	Iteration 3Q: 3 clusters Score -343168.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -343238.968750 Penalty: 3897.885742
	Iteration 4Q: 3 clusters Score -343239 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -343315.656250 Penalty: 3897.885742
	Iteration 5Q: 3 clusters Score -343315.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -343386.187500 Penalty: 3897.885742
	Iteration 6Q: 3 clusters Score -343386.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -343454.218750 Penalty: 3897.885742
	Iteration 7Q: 3 clusters Score -343454.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -343488.812500 Penalty: 3897.885742
	Iteration 8Q: 3 clusters Score -343488.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -343519.312500 Penalty: 3897.885742
	Iteration 9Q: 3 clusters Score -343519.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -343546.250000 Penalty: 3897.885742
	Iteration 10Q: 3 clusters Score -343546.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -343568.125000 Penalty: 3897.885742
	Iteration 11Q: 3 clusters Score -343568.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -343588.593750 Penalty: 3897.885742
	Iteration 12Q: 3 clusters Score -343588.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -343599.656250 Penalty: 3897.885742
	Iteration 13Q: 3 clusters Score -343599.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -343607.562500 Penalty: 3897.885742
	Iteration 14Q: 3 clusters Score -343607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -343611.593750 Penalty: 3897.885742
	Iteration 15Q: 3 clusters Score -343611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -343614.750000 Penalty: 3897.885742
	Iteration 16Q: 3 clusters Score -343614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -343615.093750 Penalty: 3897.885742
	Iteration 17Q: 3 clusters Score -343615.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -343615.093750 Penalty: 3897.885742
	Iteration 18F: 3 clusters Score -343615.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -903207.437500 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -903207.4 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 3385 members 
Entering Unmasked Estep 
Score: -897597.500000 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -897597.5 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -899093.125000 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -899093.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -899319.375000 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -899319.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -899465.750000 Penalty: 4367.168457
	Iteration 3Q: 3 clusters Score -899465.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -899559.125000 Penalty: 4367.168457
	Iteration 4Q: 3 clusters Score -899559.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -899613.250000 Penalty: 4367.168457
	Iteration 5Q: 3 clusters Score -899613.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -899659.312500 Penalty: 4367.168457
	Iteration 6Q: 3 clusters Score -899659.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -899691.312500 Penalty: 4367.168457
	Iteration 7Q: 3 clusters Score -899691.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -899739.687500 Penalty: 4367.168457
	Iteration 8Q: 3 clusters Score -899739.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -899782.500000 Penalty: 4367.168457
	Iteration 9Q: 3 clusters Score -899782.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -899836.187500 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -899836.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -899892.562500 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -899892.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -899950.625000 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -899950.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -900022.437500 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -900022.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -900116.562500 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -900116.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -900228.000000 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -900228 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -900355.937500 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -900355.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -900481.687500 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -900481.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -900610.000000 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -900610 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -900743.437500 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -900743.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -900859.375000 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -900859.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -900946.937500 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -900946.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -901040.000000 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -901040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -901113.000000 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -901113 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -901160.000000 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -901160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -901196.562500 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -901196.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -901220.562500 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -901220.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -901242.125000 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -901242.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -901259.125000 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -901259.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -901275.500000 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -901275.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -901294.250000 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -901294.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -901304.000000 Penalty: 4367.168457
	Iteration 31Q: 3 clusters Score -901304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -901313.687500 Penalty: 4367.168457
	Iteration 32Q: 3 clusters Score -901313.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -901322.312500 Penalty: 4367.168457
	Iteration 33Q: 3 clusters Score -901322.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -901326.000000 Penalty: 4367.168457
	Iteration 34Q: 3 clusters Score -901326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -901331.375000 Penalty: 4367.168457
	Iteration 35Q: 3 clusters Score -901331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -901334.687500 Penalty: 4367.168457
	Iteration 36Q: 3 clusters Score -901334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -901339.062500 Penalty: 4367.168457
	Iteration 37Q: 3 clusters Score -901339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -901340.437500 Penalty: 4367.168457
	Iteration 38Q: 3 clusters Score -901340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -901341.625000 Penalty: 4367.168457
	Iteration 39Q: 3 clusters Score -901341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -901342.000000 Penalty: 4367.168457
	Iteration 40F: 3 clusters Score -901342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -901342.125000 Penalty: 4367.168457
	Iteration 41Q: 3 clusters Score -901342.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -901342.125000 Penalty: 4367.168457
	Iteration 42F: 3 clusters Score -901342.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Entering Unmasked Estep 
Score: -3987690.750000 Penalty: 2550.790527
	Iteration 0F: 2 clusters Score -3987691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3967684.750000 Penalty: 5101.581055
	Iteration 0F: 3 clusters Score -3967685 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3975131.750000 Penalty: 5101.581055
	Iteration 1F: 3 clusters Score -3975132 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3975942.500000 Penalty: 5101.581055
	Iteration 2F: 3 clusters Score -3975942 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3977021.250000 Penalty: 5101.581055
	Iteration 3F: 3 clusters Score -3977021 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3978519.750000 Penalty: 5101.581055
	Iteration 4F: 3 clusters Score -3978520 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3980419.250000 Penalty: 5101.581055
	Iteration 5F: 3 clusters Score -3980419 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3982445.250000 Penalty: 5101.581055
	Iteration 6F: 3 clusters Score -3982445 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3983901.750000 Penalty: 5101.581055
	Iteration 7F: 3 clusters Score -3983902 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3984748.000000 Penalty: 5101.581055
	Iteration 8Q: 3 clusters Score -3984748 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3985159.750000 Penalty: 5101.581055
	Iteration 9Q: 3 clusters Score -3985160 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3985341.750000 Penalty: 5101.581055
	Iteration 10Q: 3 clusters Score -3985342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3985429.250000 Penalty: 5101.581055
	Iteration 11Q: 3 clusters Score -3985429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3985478.000000 Penalty: 5101.581055
	Iteration 12Q: 3 clusters Score -3985478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3985516.000000 Penalty: 5101.581055
	Iteration 13Q: 3 clusters Score -3985516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3985532.500000 Penalty: 5101.581055
	Iteration 14Q: 3 clusters Score -3985532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3985547.750000 Penalty: 5101.581055
	Iteration 15Q: 3 clusters Score -3985548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3985549.500000 Penalty: 5101.581055
	Iteration 16Q: 3 clusters Score -3985550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3985558.250000 Penalty: 5101.581055
	Iteration 17Q: 3 clusters Score -3985558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3985560.250000 Penalty: 5101.581055
	Iteration 18Q: 3 clusters Score -3985560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3985561.250000 Penalty: 5101.581055
	Iteration 19Q: 3 clusters Score -3985561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3985561.000000 Penalty: 5101.581055
	Iteration 20F: 3 clusters Score -3985561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3985563.250000 Penalty: 5101.581055
	Iteration 21Q: 3 clusters Score -3985563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3985563.250000 Penalty: 5101.581055
	Iteration 22Q: 3 clusters Score -3985563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3985563.250000 Penalty: 5101.581055
	Iteration 23F: 3 clusters Score -3985563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Entering Unmasked Estep 
Score: -3998230.750000 Penalty: 2551.263916
	Iteration 0F: 2 clusters Score -3998231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3978244.250000 Penalty: 5102.527832
	Iteration 0F: 3 clusters Score -3978244 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3985070.000000 Penalty: 5102.527832
	Iteration 1F: 3 clusters Score -3985070 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3985484.250000 Penalty: 5102.527832
	Iteration 2Q: 3 clusters Score -3985484 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3985885.750000 Penalty: 5102.527832
	Iteration 3Q: 3 clusters Score -3985886 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3986321.250000 Penalty: 5102.527832
	Iteration 4Q: 3 clusters Score -3986321 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3986872.750000 Penalty: 5102.527832
	Iteration 5Q: 3 clusters Score -3986873 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3987736.000000 Penalty: 5102.527832
	Iteration 6F: 3 clusters Score -3987736 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3989004.000000 Penalty: 5102.527832
	Iteration 7F: 3 clusters Score -3989004 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3990756.250000 Penalty: 5102.527832
	Iteration 8F: 3 clusters Score -3990756 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3992616.000000 Penalty: 5102.527832
	Iteration 9F: 3 clusters Score -3992616 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3994110.750000 Penalty: 5102.527832
	Iteration 10F: 3 clusters Score -3994111 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3995050.750000 Penalty: 5102.527832
	Iteration 11Q: 3 clusters Score -3995051 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3995524.750000 Penalty: 5102.527832
	Iteration 12Q: 3 clusters Score -3995525 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3995783.000000 Penalty: 5102.527832
	Iteration 13Q: 3 clusters Score -3995783 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3995900.500000 Penalty: 5102.527832
	Iteration 14Q: 3 clusters Score -3995900 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3995957.250000 Penalty: 5102.527832
	Iteration 15Q: 3 clusters Score -3995957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3995990.500000 Penalty: 5102.527832
	Iteration 16Q: 3 clusters Score -3995990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3996025.750000 Penalty: 5102.527832
	Iteration 17Q: 3 clusters Score -3996026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3996065.000000 Penalty: 5102.527832
	Iteration 18Q: 3 clusters Score -3996065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3996087.500000 Penalty: 5102.527832
	Iteration 19Q: 3 clusters Score -3996088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3996097.500000 Penalty: 5102.527832
	Iteration 20F: 3 clusters Score -3996098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3996114.250000 Penalty: 5102.527832
	Iteration 21Q: 3 clusters Score -3996114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3996134.000000 Penalty: 5102.527832
	Iteration 22Q: 3 clusters Score -3996134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3996141.500000 Penalty: 5102.527832
	Iteration 23Q: 3 clusters Score -3996142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3996142.500000 Penalty: 5102.527832
	Iteration 24Q: 3 clusters Score -3996142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3996157.250000 Penalty: 5102.527832
	Iteration 25Q: 3 clusters Score -3996157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3996169.000000 Penalty: 5102.527832
	Iteration 26Q: 3 clusters Score -3996169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3996183.500000 Penalty: 5102.527832
	Iteration 27Q: 3 clusters Score -3996184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3996184.750000 Penalty: 5102.527832
	Iteration 28Q: 3 clusters Score -3996185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3996184.750000 Penalty: 5102.527832
	Iteration 29Q: 3 clusters Score -3996185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3996190.250000 Penalty: 5102.527832
	Iteration 30Q: 3 clusters Score -3996190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3996196.500000 Penalty: 5102.527832
	Iteration 31Q: 3 clusters Score -3996196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3996197.000000 Penalty: 5102.527832
	Iteration 32Q: 3 clusters Score -3996197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3996197.250000 Penalty: 5102.527832
	Iteration 33Q: 3 clusters Score -3996197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3996197.250000 Penalty: 5102.527832
	Iteration 34F: 3 clusters Score -3996197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159264 members 
Entering Unmasked Estep 
Score: -21372270.000000 Penalty: 2970.622803
	Iteration 0F: 2 clusters Score -2.137227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -21266492.000000 Penalty: 5941.245605
	Iteration 0F: 3 clusters Score -2.126649e+07 nChanged 76160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 80231 members 
Entering Unmasked Estep 
Score: -21311222.000000 Penalty: 5941.245605
	Iteration 1F: 3 clusters Score -2.131122e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -21312698.000000 Penalty: 5941.245605
	Iteration 2Q: 3 clusters Score -2.13127e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -21314622.000000 Penalty: 5941.245605
	Iteration 3Q: 3 clusters Score -2.131462e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -21316920.000000 Penalty: 5941.245605
	Iteration 4Q: 3 clusters Score -2.131692e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -21320050.000000 Penalty: 5941.245605
	Iteration 5Q: 3 clusters Score -2.132005e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -21323832.000000 Penalty: 5941.245605
	Iteration 6F: 3 clusters Score -2.132383e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -21328218.000000 Penalty: 5941.245605
	Iteration 7F: 3 clusters Score -2.132822e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -21333078.000000 Penalty: 5941.245605
	Iteration 8F: 3 clusters Score -2.133308e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -21338208.000000 Penalty: 5941.245605
	Iteration 9F: 3 clusters Score -2.133821e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92321 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -21343558.000000 Penalty: 5941.245605
	Iteration 10F: 3 clusters Score -2.134356e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -21348234.000000 Penalty: 5941.245605
	Iteration 11Q: 3 clusters Score -2.134823e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -21351336.000000 Penalty: 5941.245605
	Iteration 12Q: 3 clusters Score -2.135134e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100422 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -21353062.000000 Penalty: 5941.245605
	Iteration 13Q: 3 clusters Score -2.135306e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -21353974.000000 Penalty: 5941.245605
	Iteration 14Q: 3 clusters Score -2.135397e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104591 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -21354636.000000 Penalty: 5941.245605
	Iteration 15Q: 3 clusters Score -2.135464e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -21355100.000000 Penalty: 5941.245605
	Iteration 16Q: 3 clusters Score -2.13551e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -21355554.000000 Penalty: 5941.245605
	Iteration 17Q: 3 clusters Score -2.135555e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110537 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -21356146.000000 Penalty: 5941.245605
	Iteration 18Q: 3 clusters Score -2.135615e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -21356740.000000 Penalty: 5941.245605
	Iteration 19Q: 3 clusters Score -2.135674e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114728 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -21357158.000000 Penalty: 5941.245605
	Iteration 20F: 3 clusters Score -2.135716e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116891 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -21357658.000000 Penalty: 5941.245605
	Iteration 21Q: 3 clusters Score -2.135766e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119106 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -21358312.000000 Penalty: 5941.245605
	Iteration 22Q: 3 clusters Score -2.135831e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121354 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -21358958.000000 Penalty: 5941.245605
	Iteration 23Q: 3 clusters Score -2.135896e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123665 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -21359694.000000 Penalty: 5941.245605
	Iteration 24Q: 3 clusters Score -2.135969e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125872 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -21360454.000000 Penalty: 5941.245605
	Iteration 25Q: 3 clusters Score -2.136045e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128101 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -21361158.000000 Penalty: 5941.245605
	Iteration 26Q: 3 clusters Score -2.136116e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130364 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -21361914.000000 Penalty: 5941.245605
	Iteration 27Q: 3 clusters Score -2.136191e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132575 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -21362582.000000 Penalty: 5941.245605
	Iteration 28Q: 3 clusters Score -2.136258e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134778 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -21363330.000000 Penalty: 5941.245605
	Iteration 29Q: 3 clusters Score -2.136333e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136921 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -21364054.000000 Penalty: 5941.245605
	Iteration 30Q: 3 clusters Score -2.136405e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138947 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -21364846.000000 Penalty: 5941.245605
	Iteration 31Q: 3 clusters Score -2.136485e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140839 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -21365570.000000 Penalty: 5941.245605
	Iteration 32Q: 3 clusters Score -2.136557e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142607 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -21366166.000000 Penalty: 5941.245605
	Iteration 33Q: 3 clusters Score -2.136617e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144248 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -21366732.000000 Penalty: 5941.245605
	Iteration 34Q: 3 clusters Score -2.136673e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -21367398.000000 Penalty: 5941.245605
	Iteration 35Q: 3 clusters Score -2.13674e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -21367852.000000 Penalty: 5941.245605
	Iteration 36Q: 3 clusters Score -2.136785e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148353 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -21368328.000000 Penalty: 5941.245605
	Iteration 37Q: 3 clusters Score -2.136833e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149485 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -21368740.000000 Penalty: 5941.245605
	Iteration 38Q: 3 clusters Score -2.136874e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150502 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -21369062.000000 Penalty: 5941.245605
	Iteration 39Q: 3 clusters Score -2.136906e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151398 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -21369374.000000 Penalty: 5941.245605
	Iteration 40F: 3 clusters Score -2.136937e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152171 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -21369562.000000 Penalty: 5941.245605
	Iteration 41Q: 3 clusters Score -2.136956e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152814 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -21369754.000000 Penalty: 5941.245605
	Iteration 42Q: 3 clusters Score -2.136975e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -21369892.000000 Penalty: 5941.245605
	Iteration 43Q: 3 clusters Score -2.136989e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153893 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -21370068.000000 Penalty: 5941.245605
	Iteration 44Q: 3 clusters Score -2.137007e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154300 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -21370134.000000 Penalty: 5941.245605
	Iteration 45Q: 3 clusters Score -2.137013e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -21370242.000000 Penalty: 5941.245605
	Iteration 46Q: 3 clusters Score -2.137024e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -21370266.000000 Penalty: 5941.245605
	Iteration 47Q: 3 clusters Score -2.137027e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155246 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -21370304.000000 Penalty: 5941.245605
	Iteration 48Q: 3 clusters Score -2.13703e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -21370340.000000 Penalty: 5941.245605
	Iteration 49Q: 3 clusters Score -2.137034e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155621 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -21370418.000000 Penalty: 5941.245605
	Iteration 50Q: 3 clusters Score -2.137042e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155797 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -21370502.000000 Penalty: 5941.245605
	Iteration 51Q: 3 clusters Score -2.13705e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155948 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -21370512.000000 Penalty: 5941.245605
	Iteration 52Q: 3 clusters Score -2.137051e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156093 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -21370548.000000 Penalty: 5941.245605
	Iteration 53Q: 3 clusters Score -2.137055e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156223 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -21370576.000000 Penalty: 5941.245605
	Iteration 54Q: 3 clusters Score -2.137058e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156333 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -21370590.000000 Penalty: 5941.245605
	Iteration 55Q: 3 clusters Score -2.137059e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156422 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -21370620.000000 Penalty: 5941.245605
	Iteration 56Q: 3 clusters Score -2.137062e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156487 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -21370628.000000 Penalty: 5941.245605
	Iteration 57Q: 3 clusters Score -2.137063e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156557 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -21370664.000000 Penalty: 5941.245605
	Iteration 58Q: 3 clusters Score -2.137066e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -21370646.000000 Penalty: 5941.245605
	Iteration 59Q: 3 clusters Score -2.137065e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156682 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -21370702.000000 Penalty: 5941.245605
	Iteration 60F: 3 clusters Score -2.13707e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156749 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -21370734.000000 Penalty: 5941.245605
	Iteration 61Q: 3 clusters Score -2.137073e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156797 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -21370736.000000 Penalty: 5941.245605
	Iteration 62Q: 3 clusters Score -2.137074e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156857 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -21370732.000000 Penalty: 5941.245605
	Iteration 63Q: 3 clusters Score -2.137073e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156906 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -21370708.000000 Penalty: 5941.245605
	Iteration 64Q: 3 clusters Score -2.137071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -21370716.000000 Penalty: 5941.245605
	Iteration 65Q: 3 clusters Score -2.137072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -21370750.000000 Penalty: 5941.245605
	Iteration 66Q: 3 clusters Score -2.137075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21370756.000000 Penalty: 5941.245605
	Iteration 67Q: 3 clusters Score -2.137076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156998 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -21370758.000000 Penalty: 5941.245605
	Iteration 68Q: 3 clusters Score -2.137076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157010 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -21370752.000000 Penalty: 5941.245605
	Iteration 69Q: 3 clusters Score -2.137075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157012 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -21370766.000000 Penalty: 5941.245605
	Iteration 70Q: 3 clusters Score -2.137077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21370736.000000 Penalty: 5941.245605
	Iteration 71Q: 3 clusters Score -2.137074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157026 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -21370740.000000 Penalty: 5941.245605
	Iteration 72Q: 3 clusters Score -2.137074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157032 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -21370748.000000 Penalty: 5941.245605
	Iteration 73Q: 3 clusters Score -2.137075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157041 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -21370746.000000 Penalty: 5941.245605
	Iteration 74Q: 3 clusters Score -2.137075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157042 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -21370756.000000 Penalty: 5941.245605
	Iteration 75Q: 3 clusters Score -2.137076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157047 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -21370746.000000 Penalty: 5941.245605
	Iteration 76Q: 3 clusters Score -2.137075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157055 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -21370740.000000 Penalty: 5941.245605
	Iteration 77Q: 3 clusters Score -2.137074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157061 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -21370746.000000 Penalty: 5941.245605
	Iteration 78Q: 3 clusters Score -2.137075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -21370748.000000 Penalty: 5941.245605
	Iteration 79Q: 3 clusters Score -2.137075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157075 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -21370748.000000 Penalty: 5941.245605
	Iteration 80F: 3 clusters Score -2.137075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157078 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -21370740.000000 Penalty: 5941.245605
	Iteration 81Q: 3 clusters Score -2.137074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -21370756.000000 Penalty: 5941.245605
	Iteration 82Q: 3 clusters Score -2.137076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -21370750.000000 Penalty: 5941.245605
	Iteration 83Q: 3 clusters Score -2.137075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157092 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -21370754.000000 Penalty: 5941.245605
	Iteration 84Q: 3 clusters Score -2.137075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157094 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -21370766.000000 Penalty: 5941.245605
	Iteration 85Q: 3 clusters Score -2.137077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -21370768.000000 Penalty: 5941.245605
	Iteration 86Q: 3 clusters Score -2.137077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157104 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -21370750.000000 Penalty: 5941.245605
	Iteration 87Q: 3 clusters Score -2.137075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157107 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -21370758.000000 Penalty: 5941.245605
	Iteration 88Q: 3 clusters Score -2.137076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157107 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -21370756.000000 Penalty: 5941.245605
	Iteration 89Q: 3 clusters Score -2.137076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157107 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -21370756.000000 Penalty: 5941.245605
	Iteration 90F: 3 clusters Score -2.137076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -473687.968750 Penalty: 2037.790894
	Iteration 0F: 2 clusters Score -473688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -469995.812500 Penalty: 4075.581787
	Iteration 0F: 3 clusters Score -469995.8 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -470821.562500 Penalty: 4075.581787
	Iteration 1F: 3 clusters Score -470821.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -470978.281250 Penalty: 4075.581787
	Iteration 2F: 3 clusters Score -470978.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -471121.281250 Penalty: 4075.581787
	Iteration 3Q: 3 clusters Score -471121.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -471235.968750 Penalty: 4075.581787
	Iteration 4Q: 3 clusters Score -471236 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -471335.562500 Penalty: 4075.581787
	Iteration 5Q: 3 clusters Score -471335.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -471434.781250 Penalty: 4075.581787
	Iteration 6Q: 3 clusters Score -471434.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -471524.968750 Penalty: 4075.581787
	Iteration 7Q: 3 clusters Score -471525 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -471581.531250 Penalty: 4075.581787
	Iteration 8Q: 3 clusters Score -471581.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -471633.750000 Penalty: 4075.581787
	Iteration 9Q: 3 clusters Score -471633.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -471682.156250 Penalty: 4075.581787
	Iteration 10Q: 3 clusters Score -471682.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -471721.031250 Penalty: 4075.581787
	Iteration 11Q: 3 clusters Score -471721 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -471747.968750 Penalty: 4075.581787
	Iteration 12Q: 3 clusters Score -471748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -471783.093750 Penalty: 4075.581787
	Iteration 13Q: 3 clusters Score -471783.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -471817.843750 Penalty: 4075.581787
	Iteration 14Q: 3 clusters Score -471817.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -471848.093750 Penalty: 4075.581787
	Iteration 15Q: 3 clusters Score -471848.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -471875.750000 Penalty: 4075.581787
	Iteration 16Q: 3 clusters Score -471875.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -471904.906250 Penalty: 4075.581787
	Iteration 17Q: 3 clusters Score -471904.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -471943.937500 Penalty: 4075.581787
	Iteration 18Q: 3 clusters Score -471943.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -471977.562500 Penalty: 4075.581787
	Iteration 19Q: 3 clusters Score -471977.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -472001.406250 Penalty: 4075.581787
	Iteration 20F: 3 clusters Score -472001.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -472021.062500 Penalty: 4075.581787
	Iteration 21Q: 3 clusters Score -472021.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -472040.843750 Penalty: 4075.581787
	Iteration 22Q: 3 clusters Score -472040.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -472062.812500 Penalty: 4075.581787
	Iteration 23Q: 3 clusters Score -472062.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -472081.156250 Penalty: 4075.581787
	Iteration 24Q: 3 clusters Score -472081.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -472101.343750 Penalty: 4075.581787
	Iteration 25Q: 3 clusters Score -472101.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -472113.875000 Penalty: 4075.581787
	Iteration 26Q: 3 clusters Score -472113.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -472125.125000 Penalty: 4075.581787
	Iteration 27Q: 3 clusters Score -472125.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -472136.531250 Penalty: 4075.581787
	Iteration 28Q: 3 clusters Score -472136.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -472148.500000 Penalty: 4075.581787
	Iteration 29Q: 3 clusters Score -472148.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -472161.906250 Penalty: 4075.581787
	Iteration 30Q: 3 clusters Score -472161.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -472174.062500 Penalty: 4075.581787
	Iteration 31Q: 3 clusters Score -472174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -472180.031250 Penalty: 4075.581787
	Iteration 32Q: 3 clusters Score -472180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -472184.812500 Penalty: 4075.581787
	Iteration 33Q: 3 clusters Score -472184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -472186.156250 Penalty: 4075.581787
	Iteration 34Q: 3 clusters Score -472186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -472190.218750 Penalty: 4075.581787
	Iteration 35Q: 3 clusters Score -472190.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -472197.687500 Penalty: 4075.581787
	Iteration 36Q: 3 clusters Score -472197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -472201.281250 Penalty: 4075.581787
	Iteration 37Q: 3 clusters Score -472201.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -472205.218750 Penalty: 4075.581787
	Iteration 38Q: 3 clusters Score -472205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -472211.281250 Penalty: 4075.581787
	Iteration 39Q: 3 clusters Score -472211.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -472216.312500 Penalty: 4075.581787
	Iteration 40F: 3 clusters Score -472216.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -472222.375000 Penalty: 4075.581787
	Iteration 41Q: 3 clusters Score -472222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -472225.281250 Penalty: 4075.581787
	Iteration 42Q: 3 clusters Score -472225.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -472228.781250 Penalty: 4075.581787
	Iteration 43Q: 3 clusters Score -472228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -472230.562500 Penalty: 4075.581787
	Iteration 44Q: 3 clusters Score -472230.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -472232.093750 Penalty: 4075.581787
	Iteration 45Q: 3 clusters Score -472232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -472234.000000 Penalty: 4075.581787
	Iteration 46Q: 3 clusters Score -472234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -472234.562500 Penalty: 4075.581787
	Iteration 47Q: 3 clusters Score -472234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -472235.093750 Penalty: 4075.581787
	Iteration 48Q: 3 clusters Score -472235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -472235.093750 Penalty: 4075.581787
	Iteration 49F: 3 clusters Score -472235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Entering Unmasked Estep 
Score: -23390268.000000 Penalty: 2991.697998
	Iteration 0F: 2 clusters Score -2.339027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -23278792.000000 Penalty: 5983.395996
	Iteration 0F: 3 clusters Score -2.327879e+07 nChanged 83050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -23327268.000000 Penalty: 5983.395996
	Iteration 1F: 3 clusters Score -2.332727e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -23328808.000000 Penalty: 5983.395996
	Iteration 2Q: 3 clusters Score -2.332881e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94285 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -23330460.000000 Penalty: 5983.395996
	Iteration 3Q: 3 clusters Score -2.333046e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 74954 members 
Entering Unmasked Estep 
Score: -23332810.000000 Penalty: 5983.395996
	Iteration 4Q: 3 clusters Score -2.333281e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104376 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -23336504.000000 Penalty: 5983.395996
	Iteration 5Q: 3 clusters Score -2.33365e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112467 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -23342380.000000 Penalty: 5983.395996
	Iteration 6F: 3 clusters Score -2.334238e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122462 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -23350686.000000 Penalty: 5983.395996
	Iteration 7F: 3 clusters Score -2.335069e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133450 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -23360804.000000 Penalty: 5983.395996
	Iteration 8F: 3 clusters Score -2.33608e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143579 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -23369602.000000 Penalty: 5983.395996
	Iteration 9F: 3 clusters Score -2.33696e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151685 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -23376198.000000 Penalty: 5983.395996
	Iteration 10Q: 3 clusters Score -2.33762e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -23380542.000000 Penalty: 5983.395996
	Iteration 11Q: 3 clusters Score -2.338054e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162103 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -23383306.000000 Penalty: 5983.395996
	Iteration 12Q: 3 clusters Score -2.338331e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165073 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -23384894.000000 Penalty: 5983.395996
	Iteration 13Q: 3 clusters Score -2.338489e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167214 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -23385970.000000 Penalty: 5983.395996
	Iteration 14Q: 3 clusters Score -2.338597e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -23386420.000000 Penalty: 5983.395996
	Iteration 15Q: 3 clusters Score -2.338642e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169702 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -23386802.000000 Penalty: 5983.395996
	Iteration 16Q: 3 clusters Score -2.33868e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170386 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -23387128.000000 Penalty: 5983.395996
	Iteration 17Q: 3 clusters Score -2.338713e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170848 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -23387332.000000 Penalty: 5983.395996
	Iteration 18Q: 3 clusters Score -2.338733e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171174 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -23387470.000000 Penalty: 5983.395996
	Iteration 19Q: 3 clusters Score -2.338747e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171396 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -23387534.000000 Penalty: 5983.395996
	Iteration 20F: 3 clusters Score -2.338753e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171555 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -23387620.000000 Penalty: 5983.395996
	Iteration 21Q: 3 clusters Score -2.338762e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171664 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -23387644.000000 Penalty: 5983.395996
	Iteration 22Q: 3 clusters Score -2.338764e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171753 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -23387680.000000 Penalty: 5983.395996
	Iteration 23Q: 3 clusters Score -2.338768e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171821 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -23387652.000000 Penalty: 5983.395996
	Iteration 24Q: 3 clusters Score -2.338765e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171876 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -23387620.000000 Penalty: 5983.395996
	Iteration 25Q: 3 clusters Score -2.338762e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171914 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -23387660.000000 Penalty: 5983.395996
	Iteration 26Q: 3 clusters Score -2.338766e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171945 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -23387688.000000 Penalty: 5983.395996
	Iteration 27Q: 3 clusters Score -2.338769e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171970 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -23387692.000000 Penalty: 5983.395996
	Iteration 28Q: 3 clusters Score -2.338769e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172002 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -23387704.000000 Penalty: 5983.395996
	Iteration 29Q: 3 clusters Score -2.33877e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172016 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -23387728.000000 Penalty: 5983.395996
	Iteration 30Q: 3 clusters Score -2.338773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172036 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -23387752.000000 Penalty: 5983.395996
	Iteration 31Q: 3 clusters Score -2.338775e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172064 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -23387780.000000 Penalty: 5983.395996
	Iteration 32Q: 3 clusters Score -2.338778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -23387792.000000 Penalty: 5983.395996
	Iteration 33Q: 3 clusters Score -2.338779e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172098 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -23387782.000000 Penalty: 5983.395996
	Iteration 34Q: 3 clusters Score -2.338778e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172121 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -23387778.000000 Penalty: 5983.395996
	Iteration 35Q: 3 clusters Score -2.338778e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172146 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -23387806.000000 Penalty: 5983.395996
	Iteration 36Q: 3 clusters Score -2.338781e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172165 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23387828.000000 Penalty: 5983.395996
	Iteration 37Q: 3 clusters Score -2.338783e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172178 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -23387846.000000 Penalty: 5983.395996
	Iteration 38Q: 3 clusters Score -2.338785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172184 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -23387842.000000 Penalty: 5983.395996
	Iteration 39Q: 3 clusters Score -2.338784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172189 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -23387864.000000 Penalty: 5983.395996
	Iteration 40F: 3 clusters Score -2.338786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172195 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -23387858.000000 Penalty: 5983.395996
	Iteration 41Q: 3 clusters Score -2.338786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172200 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -23387862.000000 Penalty: 5983.395996
	Iteration 42Q: 3 clusters Score -2.338786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172206 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -23387852.000000 Penalty: 5983.395996
	Iteration 43Q: 3 clusters Score -2.338785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172214 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -23387870.000000 Penalty: 5983.395996
	Iteration 44Q: 3 clusters Score -2.338787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172217 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -23387868.000000 Penalty: 5983.395996
	Iteration 45Q: 3 clusters Score -2.338787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172218 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23387884.000000 Penalty: 5983.395996
	Iteration 46Q: 3 clusters Score -2.338788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172222 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -23387880.000000 Penalty: 5983.395996
	Iteration 47Q: 3 clusters Score -2.338788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172226 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -23387898.000000 Penalty: 5983.395996
	Iteration 48Q: 3 clusters Score -2.33879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172228 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -23387884.000000 Penalty: 5983.395996
	Iteration 49Q: 3 clusters Score -2.338788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172227 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -23387894.000000 Penalty: 5983.395996
	Iteration 50Q: 3 clusters Score -2.338789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172228 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -23387892.000000 Penalty: 5983.395996
	Iteration 51Q: 3 clusters Score -2.338789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172226 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -23387898.000000 Penalty: 5983.395996
	Iteration 52Q: 3 clusters Score -2.33879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172225 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23387902.000000 Penalty: 5983.395996
	Iteration 53Q: 3 clusters Score -2.33879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172225 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23387894.000000 Penalty: 5983.395996
	Iteration 54Q: 3 clusters Score -2.338789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172225 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23387894.000000 Penalty: 5983.395996
	Iteration 55F: 3 clusters Score -2.338789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -211703.453125 Penalty: 1840.896851
	Iteration 0F: 2 clusters Score -211703.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209349.500000 Penalty: 3681.793701
	Iteration 0F: 3 clusters Score -209349.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -209933.609375 Penalty: 3681.793701
	Iteration 1F: 3 clusters Score -209933.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -210340.031250 Penalty: 3681.793701
	Iteration 2F: 3 clusters Score -210340 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -210912.796875 Penalty: 3681.793701
	Iteration 3F: 3 clusters Score -210912.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -211463.484375 Penalty: 3681.793701
	Iteration 4F: 3 clusters Score -211463.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -211747.390625 Penalty: 3681.793701
	Iteration 5F: 3 clusters Score -211747.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -211893.906250 Penalty: 3681.793701
	Iteration 6Q: 3 clusters Score -211893.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -211956.484375 Penalty: 3681.793701
	Iteration 7Q: 3 clusters Score -211956.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -211974.265625 Penalty: 3681.793701
	Iteration 8Q: 3 clusters Score -211974.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -211979.500000 Penalty: 3681.793701
	Iteration 9Q: 3 clusters Score -211979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -211980.406250 Penalty: 3681.793701
	Iteration 10Q: 3 clusters Score -211980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -211981.406250 Penalty: 3681.793701
	Iteration 11Q: 3 clusters Score -211981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -211983.906250 Penalty: 3681.793701
	Iteration 12Q: 3 clusters Score -211983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -211985.250000 Penalty: 3681.793701
	Iteration 13Q: 3 clusters Score -211985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -211985.703125 Penalty: 3681.793701
	Iteration 14Q: 3 clusters Score -211985.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -211985.703125 Penalty: 3681.793701
	Iteration 15F: 3 clusters Score -211985.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 719 members 
Entering Unmasked Estep 
Score: -144371536.000000 Penalty: 72426.367188
Splitting cluster 18 changes total score from -144372960.000000 to -144371536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -204727.890625 Penalty: 1840.896851
	Iteration 0F: 2 clusters Score -204727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -202317.671875 Penalty: 3681.793701
	Iteration 0F: 3 clusters Score -202317.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -202770.421875 Penalty: 3681.793701
	Iteration 1F: 3 clusters Score -202770.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -202964.703125 Penalty: 3681.793701
	Iteration 2F: 3 clusters Score -202964.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -203137.156250 Penalty: 3681.793701
	Iteration 3F: 3 clusters Score -203137.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -203228.250000 Penalty: 3681.793701
	Iteration 4Q: 3 clusters Score -203228.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -203308.765625 Penalty: 3681.793701
	Iteration 5Q: 3 clusters Score -203308.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -203410.671875 Penalty: 3681.793701
	Iteration 6Q: 3 clusters Score -203410.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -203498.515625 Penalty: 3681.793701
	Iteration 7Q: 3 clusters Score -203498.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -203547.796875 Penalty: 3681.793701
	Iteration 8Q: 3 clusters Score -203547.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -203583.125000 Penalty: 3681.793701
	Iteration 9Q: 3 clusters Score -203583.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -203600.343750 Penalty: 3681.793701
	Iteration 10Q: 3 clusters Score -203600.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -203614.203125 Penalty: 3681.793701
	Iteration 11Q: 3 clusters Score -203614.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -203632.375000 Penalty: 3681.793701
	Iteration 12Q: 3 clusters Score -203632.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -203643.687500 Penalty: 3681.793701
	Iteration 13Q: 3 clusters Score -203643.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -203653.421875 Penalty: 3681.793701
	Iteration 14Q: 3 clusters Score -203653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -203655.171875 Penalty: 3681.793701
	Iteration 15Q: 3 clusters Score -203655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -203656.453125 Penalty: 3681.793701
	Iteration 16Q: 3 clusters Score -203656.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -203656.453125 Penalty: 3681.793701
	Iteration 17F: 3 clusters Score -203656.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -151803.890625 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -151803.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -149714.203125 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -149714.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -150104.625000 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -150104.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -150269.312500 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -150269.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -150379.093750 Penalty: 3533.741211
	Iteration 3F: 3 clusters Score -150379.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -150467.890625 Penalty: 3533.741211
	Iteration 4Q: 3 clusters Score -150467.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -150547.984375 Penalty: 3533.741211
	Iteration 5Q: 3 clusters Score -150548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -150626.343750 Penalty: 3533.741211
	Iteration 6Q: 3 clusters Score -150626.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -150733.250000 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -150733.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -150977.750000 Penalty: 3533.741211
	Iteration 8Q: 3 clusters Score -150977.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -151327.843750 Penalty: 3533.741211
	Iteration 9Q: 3 clusters Score -151327.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -151577.515625 Penalty: 3533.741211
	Iteration 10Q: 3 clusters Score -151577.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -151677.781250 Penalty: 3533.741211
	Iteration 11Q: 3 clusters Score -151677.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -151815.609375 Penalty: 3533.741211
	Iteration 12Q: 3 clusters Score -151815.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -151935.812500 Penalty: 3533.741211
	Iteration 13Q: 3 clusters Score -151935.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152003.250000 Penalty: 3533.741211
	Iteration 14Q: 3 clusters Score -152003.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152036.843750 Penalty: 3533.741211
	Iteration 15Q: 3 clusters Score -152036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152054.937500 Penalty: 3533.741211
	Iteration 16Q: 3 clusters Score -152054.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -152072.281250 Penalty: 3533.741211
	Iteration 17Q: 3 clusters Score -152072.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -152083.890625 Penalty: 3533.741211
	Iteration 18Q: 3 clusters Score -152083.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152086.421875 Penalty: 3533.741211
	Iteration 19Q: 3 clusters Score -152086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152086.421875 Penalty: 3533.741211
	Iteration 20F: 3 clusters Score -152086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 536 members 
Entering Unmasked Estep 
Score: -144371616.000000 Penalty: 72426.367188
Splitting cluster 20 changes total score from -144372960.000000 to -144371616.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372960.000000 Penalty: 68977.492188
Iteration 319Q: 21 clusters Score -1.44373e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144372960.000000 Penalty: 68977.492188
Iteration 320F: 21 clusters Score -1.44373e+08 nChanged 0
Entering ConstructFrom: 
Score: -144372960.000000 Penalty: 68977.492188
Entering ConstructFrom: 
Trying to split cluster 1 (140177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140177 members 
Entering Unmasked Estep 
Score: -18844552.000000 Penalty: 2938.964111
	Iteration 0F: 2 clusters Score -1.884455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -18750770.000000 Penalty: 5877.928223
	Iteration 0F: 3 clusters Score -1.875077e+07 nChanged 66874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -18789844.000000 Penalty: 5877.928223
	Iteration 1F: 3 clusters Score -1.878984e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -18791030.000000 Penalty: 5877.928223
	Iteration 2Q: 3 clusters Score -1.879103e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -18792742.000000 Penalty: 5877.928223
	Iteration 3Q: 3 clusters Score -1.879274e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -18795076.000000 Penalty: 5877.928223
	Iteration 4Q: 3 clusters Score -1.879508e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -18798716.000000 Penalty: 5877.928223
	Iteration 5F: 3 clusters Score -1.879872e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 59022 members 
Entering Unmasked Estep 
Score: -18804156.000000 Penalty: 5877.928223
	Iteration 6F: 3 clusters Score -1.880416e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -18811748.000000 Penalty: 5877.928223
	Iteration 7F: 3 clusters Score -1.881175e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -18819878.000000 Penalty: 5877.928223
	Iteration 8F: 3 clusters Score -1.881988e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -18825740.000000 Penalty: 5877.928223
	Iteration 9F: 3 clusters Score -1.882574e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -18828614.000000 Penalty: 5877.928223
	Iteration 10Q: 3 clusters Score -1.882861e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -18829944.000000 Penalty: 5877.928223
	Iteration 11Q: 3 clusters Score -1.882994e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103725 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -18830966.000000 Penalty: 5877.928223
	Iteration 12Q: 3 clusters Score -1.883097e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -18831820.000000 Penalty: 5877.928223
	Iteration 13Q: 3 clusters Score -1.883182e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108337 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -18832678.000000 Penalty: 5877.928223
	Iteration 14Q: 3 clusters Score -1.883268e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110550 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -18833554.000000 Penalty: 5877.928223
	Iteration 15Q: 3 clusters Score -1.883355e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112754 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -18834262.000000 Penalty: 5877.928223
	Iteration 16Q: 3 clusters Score -1.883426e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114897 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -18835034.000000 Penalty: 5877.928223
	Iteration 17Q: 3 clusters Score -1.883503e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116960 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -18835860.000000 Penalty: 5877.928223
	Iteration 18Q: 3 clusters Score -1.883586e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118933 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -18836470.000000 Penalty: 5877.928223
	Iteration 19Q: 3 clusters Score -1.883647e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -18837114.000000 Penalty: 5877.928223
	Iteration 20F: 3 clusters Score -1.883711e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122635 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -18837682.000000 Penalty: 5877.928223
	Iteration 21Q: 3 clusters Score -1.883768e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124346 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -18838238.000000 Penalty: 5877.928223
	Iteration 22Q: 3 clusters Score -1.883824e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125941 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -18838730.000000 Penalty: 5877.928223
	Iteration 23Q: 3 clusters Score -1.883873e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127377 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -18839280.000000 Penalty: 5877.928223
	Iteration 24Q: 3 clusters Score -1.883928e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128685 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -18839668.000000 Penalty: 5877.928223
	Iteration 25Q: 3 clusters Score -1.883967e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129854 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -18839922.000000 Penalty: 5877.928223
	Iteration 26Q: 3 clusters Score -1.883992e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130903 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -18840306.000000 Penalty: 5877.928223
	Iteration 27Q: 3 clusters Score -1.884031e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131847 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -18840660.000000 Penalty: 5877.928223
	Iteration 28Q: 3 clusters Score -1.884066e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132662 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -18840984.000000 Penalty: 5877.928223
	Iteration 29Q: 3 clusters Score -1.884098e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133338 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -18841136.000000 Penalty: 5877.928223
	Iteration 30Q: 3 clusters Score -1.884114e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133982 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -18841328.000000 Penalty: 5877.928223
	Iteration 31Q: 3 clusters Score -1.884133e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134545 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -18841566.000000 Penalty: 5877.928223
	Iteration 32Q: 3 clusters Score -1.884157e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135026 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -18841714.000000 Penalty: 5877.928223
	Iteration 33Q: 3 clusters Score -1.884171e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135467 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -18841826.000000 Penalty: 5877.928223
	Iteration 34Q: 3 clusters Score -1.884183e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135853 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -18841886.000000 Penalty: 5877.928223
	Iteration 35Q: 3 clusters Score -1.884189e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136194 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -18842040.000000 Penalty: 5877.928223
	Iteration 36Q: 3 clusters Score -1.884204e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136492 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -18842132.000000 Penalty: 5877.928223
	Iteration 37Q: 3 clusters Score -1.884213e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136745 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -18842226.000000 Penalty: 5877.928223
	Iteration 38Q: 3 clusters Score -1.884223e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136949 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -18842310.000000 Penalty: 5877.928223
	Iteration 39Q: 3 clusters Score -1.884231e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137144 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -18842364.000000 Penalty: 5877.928223
	Iteration 40F: 3 clusters Score -1.884236e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137288 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -18842394.000000 Penalty: 5877.928223
	Iteration 41Q: 3 clusters Score -1.884239e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -18842414.000000 Penalty: 5877.928223
	Iteration 42Q: 3 clusters Score -1.884241e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137507 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -18842408.000000 Penalty: 5877.928223
	Iteration 43Q: 3 clusters Score -1.884241e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137583 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -18842420.000000 Penalty: 5877.928223
	Iteration 44Q: 3 clusters Score -1.884242e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137662 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -18842442.000000 Penalty: 5877.928223
	Iteration 45Q: 3 clusters Score -1.884244e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137722 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -18842468.000000 Penalty: 5877.928223
	Iteration 46Q: 3 clusters Score -1.884247e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137766 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -18842468.000000 Penalty: 5877.928223
	Iteration 47Q: 3 clusters Score -1.884247e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137798 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -18842454.000000 Penalty: 5877.928223
	Iteration 48Q: 3 clusters Score -1.884245e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137824 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -18842454.000000 Penalty: 5877.928223
	Iteration 49Q: 3 clusters Score -1.884245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137847 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -18842462.000000 Penalty: 5877.928223
	Iteration 50Q: 3 clusters Score -1.884246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137870 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -18842480.000000 Penalty: 5877.928223
	Iteration 51Q: 3 clusters Score -1.884248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137887 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -18842468.000000 Penalty: 5877.928223
	Iteration 52Q: 3 clusters Score -1.884247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137903 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -18842472.000000 Penalty: 5877.928223
	Iteration 53Q: 3 clusters Score -1.884247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137921 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -18842486.000000 Penalty: 5877.928223
	Iteration 54Q: 3 clusters Score -1.884249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137934 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -18842492.000000 Penalty: 5877.928223
	Iteration 55Q: 3 clusters Score -1.884249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137946 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -18842474.000000 Penalty: 5877.928223
	Iteration 56Q: 3 clusters Score -1.884247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137960 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -18842496.000000 Penalty: 5877.928223
	Iteration 57Q: 3 clusters Score -1.88425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -18842500.000000 Penalty: 5877.928223
	Iteration 58Q: 3 clusters Score -1.88425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137985 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -18842492.000000 Penalty: 5877.928223
	Iteration 59Q: 3 clusters Score -1.884249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137999 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -18842484.000000 Penalty: 5877.928223
	Iteration 60F: 3 clusters Score -1.884248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138009 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -18842494.000000 Penalty: 5877.928223
	Iteration 61Q: 3 clusters Score -1.884249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138021 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -18842492.000000 Penalty: 5877.928223
	Iteration 62Q: 3 clusters Score -1.884249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138027 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -18842480.000000 Penalty: 5877.928223
	Iteration 63Q: 3 clusters Score -1.884248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138029 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -18842468.000000 Penalty: 5877.928223
	Iteration 64Q: 3 clusters Score -1.884247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138033 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -18842472.000000 Penalty: 5877.928223
	Iteration 65Q: 3 clusters Score -1.884247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138043 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -18842458.000000 Penalty: 5877.928223
	Iteration 66Q: 3 clusters Score -1.884246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138050 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -18842476.000000 Penalty: 5877.928223
	Iteration 67Q: 3 clusters Score -1.884248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138057 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -18842472.000000 Penalty: 5877.928223
	Iteration 68Q: 3 clusters Score -1.884247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138061 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -18842468.000000 Penalty: 5877.928223
	Iteration 69Q: 3 clusters Score -1.884247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138065 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -18842470.000000 Penalty: 5877.928223
	Iteration 70Q: 3 clusters Score -1.884247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -18842448.000000 Penalty: 5877.928223
	Iteration 71Q: 3 clusters Score -1.884245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138074 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -18842450.000000 Penalty: 5877.928223
	Iteration 72Q: 3 clusters Score -1.884245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138080 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -18842450.000000 Penalty: 5877.928223
	Iteration 73Q: 3 clusters Score -1.884245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138083 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -18842452.000000 Penalty: 5877.928223
	Iteration 74Q: 3 clusters Score -1.884245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138089 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -18842466.000000 Penalty: 5877.928223
	Iteration 75Q: 3 clusters Score -1.884247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138091 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -18842458.000000 Penalty: 5877.928223
	Iteration 76Q: 3 clusters Score -1.884246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138091 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -18842458.000000 Penalty: 5877.928223
	Iteration 77F: 3 clusters Score -1.884246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Entering Unmasked Estep 
Score: -7693147.000000 Penalty: 2714.206787
	Iteration 0F: 2 clusters Score -7693147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -7655051.000000 Penalty: 5428.413574
	Iteration 0F: 3 clusters Score -7655051 nChanged 26324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -7669661.500000 Penalty: 5428.413574
	Iteration 1F: 3 clusters Score -7669662 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -7670235.000000 Penalty: 5428.413574
	Iteration 2Q: 3 clusters Score -7670235 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -7670816.500000 Penalty: 5428.413574
	Iteration 3Q: 3 clusters Score -7670816 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -7671446.000000 Penalty: 5428.413574
	Iteration 4Q: 3 clusters Score -7671446 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -7672509.000000 Penalty: 5428.413574
	Iteration 5Q: 3 clusters Score -7672509 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -7674344.500000 Penalty: 5428.413574
	Iteration 6F: 3 clusters Score -7674344 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -7677520.500000 Penalty: 5428.413574
	Iteration 7F: 3 clusters Score -7677520 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -7681835.500000 Penalty: 5428.413574
	Iteration 8F: 3 clusters Score -7681836 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -7686255.000000 Penalty: 5428.413574
	Iteration 9F: 3 clusters Score -7686255 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7689190.000000 Penalty: 5428.413574
	Iteration 10F: 3 clusters Score -7689190 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7690560.500000 Penalty: 5428.413574
	Iteration 11Q: 3 clusters Score -7690560 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7691195.500000 Penalty: 5428.413574
	Iteration 12Q: 3 clusters Score -7691196 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7691477.000000 Penalty: 5428.413574
	Iteration 13Q: 3 clusters Score -7691477 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7691606.500000 Penalty: 5428.413574
	Iteration 14Q: 3 clusters Score -7691606 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7691680.500000 Penalty: 5428.413574
	Iteration 15Q: 3 clusters Score -7691680 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7691722.500000 Penalty: 5428.413574
	Iteration 16Q: 3 clusters Score -7691722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7691738.000000 Penalty: 5428.413574
	Iteration 17Q: 3 clusters Score -7691738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7691749.500000 Penalty: 5428.413574
	Iteration 18Q: 3 clusters Score -7691750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7691751.000000 Penalty: 5428.413574
	Iteration 19Q: 3 clusters Score -7691751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7691752.000000 Penalty: 5428.413574
	Iteration 20F: 3 clusters Score -7691752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7691749.500000 Penalty: 5428.413574
	Iteration 21Q: 3 clusters Score -7691750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7691748.000000 Penalty: 5428.413574
	Iteration 22Q: 3 clusters Score -7691748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7691747.500000 Penalty: 5428.413574
	Iteration 23Q: 3 clusters Score -7691748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7691746.500000 Penalty: 5428.413574
	Iteration 24Q: 3 clusters Score -7691746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7691754.000000 Penalty: 5428.413574
	Iteration 25Q: 3 clusters Score -7691754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7691750.500000 Penalty: 5428.413574
	Iteration 26Q: 3 clusters Score -7691750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7691753.000000 Penalty: 5428.413574
	Iteration 27Q: 3 clusters Score -7691753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7691756.000000 Penalty: 5428.413574
	Iteration 28Q: 3 clusters Score -7691756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7691757.500000 Penalty: 5428.413574
	Iteration 29Q: 3 clusters Score -7691758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7691763.500000 Penalty: 5428.413574
	Iteration 30Q: 3 clusters Score -7691764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7691762.500000 Penalty: 5428.413574
	Iteration 31Q: 3 clusters Score -7691762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7691762.000000 Penalty: 5428.413574
	Iteration 32Q: 3 clusters Score -7691762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7691761.500000 Penalty: 5428.413574
	Iteration 33Q: 3 clusters Score -7691762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7691761.500000 Penalty: 5428.413574
	Iteration 34F: 3 clusters Score -7691762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Entering Unmasked Estep 
Score: -1488248.500000 Penalty: 2322.145508
	Iteration 0F: 2 clusters Score -1488248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1479567.625000 Penalty: 4644.291016
	Iteration 0F: 3 clusters Score -1479568 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1482287.125000 Penalty: 4644.291016
	Iteration 1F: 3 clusters Score -1482287 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1482916.625000 Penalty: 4644.291016
	Iteration 2F: 3 clusters Score -1482917 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1483429.000000 Penalty: 4644.291016
	Iteration 3F: 3 clusters Score -1483429 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1483830.750000 Penalty: 4644.291016
	Iteration 4F: 3 clusters Score -1483831 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1484145.750000 Penalty: 4644.291016
	Iteration 5F: 3 clusters Score -1484146 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1484433.625000 Penalty: 4644.291016
	Iteration 6Q: 3 clusters Score -1484434 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1484724.750000 Penalty: 4644.291016
	Iteration 7Q: 3 clusters Score -1484725 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1485031.750000 Penalty: 4644.291016
	Iteration 8Q: 3 clusters Score -1485032 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1485374.125000 Penalty: 4644.291016
	Iteration 9Q: 3 clusters Score -1485374 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1485696.250000 Penalty: 4644.291016
	Iteration 10Q: 3 clusters Score -1485696 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1485973.375000 Penalty: 4644.291016
	Iteration 11Q: 3 clusters Score -1485973 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1486237.625000 Penalty: 4644.291016
	Iteration 12Q: 3 clusters Score -1486238 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1486526.125000 Penalty: 4644.291016
	Iteration 13Q: 3 clusters Score -1486526 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1486820.250000 Penalty: 4644.291016
	Iteration 14Q: 3 clusters Score -1486820 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1487115.625000 Penalty: 4644.291016
	Iteration 15Q: 3 clusters Score -1487116 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1487387.625000 Penalty: 4644.291016
	Iteration 16Q: 3 clusters Score -1487388 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1487604.000000 Penalty: 4644.291016
	Iteration 17Q: 3 clusters Score -1487604 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1487803.750000 Penalty: 4644.291016
	Iteration 18Q: 3 clusters Score -1487804 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1488012.375000 Penalty: 4644.291016
	Iteration 19Q: 3 clusters Score -1488012 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1488192.750000 Penalty: 4644.291016
	Iteration 20F: 3 clusters Score -1488193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1488317.750000 Penalty: 4644.291016
	Iteration 21Q: 3 clusters Score -1488318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1488343.625000 Penalty: 4644.291016
	Iteration 22Q: 3 clusters Score -1488344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1488351.875000 Penalty: 4644.291016
	Iteration 23Q: 3 clusters Score -1488352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1488351.375000 Penalty: 4644.291016
	Iteration 24Q: 3 clusters Score -1488351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1488351.125000 Penalty: 4644.291016
	Iteration 25Q: 3 clusters Score -1488351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1488351.125000 Penalty: 4644.291016
	Iteration 26F: 3 clusters Score -1488351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 10819 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 836 members 
Entering Unmasked Estep 
Score: -144371856.000000 Penalty: 72426.367188
Splitting cluster 3 changes total score from -144372960.000000 to -144371856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -71733.773438 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -71733.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -70244.281250 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -70244.28 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70677.843750 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -70677.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -70988.039062 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -70988.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -71256.578125 Penalty: 3196.289062
	Iteration 3F: 3 clusters Score -71256.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -71492.398438 Penalty: 3196.289062
	Iteration 4F: 3 clusters Score -71492.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -71740.476562 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -71740.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -71836.351562 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -71836.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -71882.250000 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -71882.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -71886.093750 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -71886.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -71888.125000 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -71888.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -71888.125000 Penalty: 3196.289062
	Iteration 10F: 3 clusters Score -71888.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 168 members 
Entering Unmasked Estep 
Score: -144371312.000000 Penalty: 72426.367188
Splitting cluster 4 changes total score from -144372960.000000 to -144371312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (176037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176037 members 
Entering Unmasked Estep 
Score: -23579750.000000 Penalty: 2995.455322
	Iteration 0F: 2 clusters Score -2.357975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -23464330.000000 Penalty: 5990.910645
	Iteration 0F: 3 clusters Score -2.346433e+07 nChanged 84386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -23513296.000000 Penalty: 5990.910645
	Iteration 1F: 3 clusters Score -2.35133e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -23514180.000000 Penalty: 5990.910645
	Iteration 2Q: 3 clusters Score -2.351418e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -23515218.000000 Penalty: 5990.910645
	Iteration 3Q: 3 clusters Score -2.351522e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 94494 members 
Entering Unmasked Estep 
Score: -23516690.000000 Penalty: 5990.910645
	Iteration 4Q: 3 clusters Score -2.351669e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -23518584.000000 Penalty: 5990.910645
	Iteration 5Q: 3 clusters Score -2.351858e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -23521926.000000 Penalty: 5990.910645
	Iteration 6Q: 3 clusters Score -2.352193e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 113413 members 
Entering Unmasked Estep 
Score: -23527378.000000 Penalty: 5990.910645
	Iteration 7F: 3 clusters Score -2.352738e+07 nChanged 12267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 124814 members 
Entering Unmasked Estep 
Score: -23535590.000000 Penalty: 5990.910645
	Iteration 8F: 3 clusters Score -2.353559e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 137570 members 
Entering Unmasked Estep 
Score: -23546364.000000 Penalty: 5990.910645
	Iteration 9F: 3 clusters Score -2.354636e+07 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 149438 members 
Entering Unmasked Estep 
Score: -23557020.000000 Penalty: 5990.910645
	Iteration 10F: 3 clusters Score -2.355702e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 158693 members 
Entering Unmasked Estep 
Score: -23565552.000000 Penalty: 5990.910645
	Iteration 11F: 3 clusters Score -2.356555e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -23570698.000000 Penalty: 5990.910645
	Iteration 12Q: 3 clusters Score -2.35707e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 169165 members 
Entering Unmasked Estep 
Score: -23573782.000000 Penalty: 5990.910645
	Iteration 13Q: 3 clusters Score -2.357378e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 171512 members 
Entering Unmasked Estep 
Score: -23575484.000000 Penalty: 5990.910645
	Iteration 14Q: 3 clusters Score -2.357548e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 172845 members 
Entering Unmasked Estep 
Score: -23576428.000000 Penalty: 5990.910645
	Iteration 15Q: 3 clusters Score -2.357643e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 173571 members 
Entering Unmasked Estep 
Score: -23576826.000000 Penalty: 5990.910645
	Iteration 16Q: 3 clusters Score -2.357683e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 173965 members 
Entering Unmasked Estep 
Score: -23577092.000000 Penalty: 5990.910645
	Iteration 17Q: 3 clusters Score -2.357709e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 174213 members 
Entering Unmasked Estep 
Score: -23577168.000000 Penalty: 5990.910645
	Iteration 18Q: 3 clusters Score -2.357717e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 174383 members 
Entering Unmasked Estep 
Score: -23577246.000000 Penalty: 5990.910645
	Iteration 19Q: 3 clusters Score -2.357725e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 174496 members 
Entering Unmasked Estep 
Score: -23577310.000000 Penalty: 5990.910645
	Iteration 20F: 3 clusters Score -2.357731e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 174588 members 
Entering Unmasked Estep 
Score: -23577296.000000 Penalty: 5990.910645
	Iteration 21Q: 3 clusters Score -2.35773e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 174649 members 
Entering Unmasked Estep 
Score: -23577334.000000 Penalty: 5990.910645
	Iteration 22Q: 3 clusters Score -2.357733e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 174699 members 
Entering Unmasked Estep 
Score: -23577352.000000 Penalty: 5990.910645
	Iteration 23Q: 3 clusters Score -2.357735e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 174730 members 
Entering Unmasked Estep 
Score: -23577370.000000 Penalty: 5990.910645
	Iteration 24Q: 3 clusters Score -2.357737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 174751 members 
Entering Unmasked Estep 
Score: -23577354.000000 Penalty: 5990.910645
	Iteration 25Q: 3 clusters Score -2.357735e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 174765 members 
Entering Unmasked Estep 
Score: -23577384.000000 Penalty: 5990.910645
	Iteration 26Q: 3 clusters Score -2.357738e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 174798 members 
Entering Unmasked Estep 
Score: -23577360.000000 Penalty: 5990.910645
	Iteration 27Q: 3 clusters Score -2.357736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 174818 members 
Entering Unmasked Estep 
Score: -23577330.000000 Penalty: 5990.910645
	Iteration 28Q: 3 clusters Score -2.357733e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 174842 members 
Entering Unmasked Estep 
Score: -23577368.000000 Penalty: 5990.910645
	Iteration 29Q: 3 clusters Score -2.357737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -23577392.000000 Penalty: 5990.910645
	Iteration 30Q: 3 clusters Score -2.357739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 174882 members 
Entering Unmasked Estep 
Score: -23577376.000000 Penalty: 5990.910645
	Iteration 31Q: 3 clusters Score -2.357738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 174888 members 
Entering Unmasked Estep 
Score: -23577396.000000 Penalty: 5990.910645
	Iteration 32Q: 3 clusters Score -2.35774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -23577400.000000 Penalty: 5990.910645
	Iteration 33Q: 3 clusters Score -2.35774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 174917 members 
Entering Unmasked Estep 
Score: -23577398.000000 Penalty: 5990.910645
	Iteration 34Q: 3 clusters Score -2.35774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 174934 members 
Entering Unmasked Estep 
Score: -23577360.000000 Penalty: 5990.910645
	Iteration 35Q: 3 clusters Score -2.357736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 174944 members 
Entering Unmasked Estep 
Score: -23577360.000000 Penalty: 5990.910645
	Iteration 36Q: 3 clusters Score -2.357736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 174954 members 
Entering Unmasked Estep 
Score: -23577364.000000 Penalty: 5990.910645
	Iteration 37Q: 3 clusters Score -2.357736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 174959 members 
Entering Unmasked Estep 
Score: -23577374.000000 Penalty: 5990.910645
	Iteration 38Q: 3 clusters Score -2.357737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 174967 members 
Entering Unmasked Estep 
Score: -23577388.000000 Penalty: 5990.910645
	Iteration 39Q: 3 clusters Score -2.357739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 174969 members 
Entering Unmasked Estep 
Score: -23577398.000000 Penalty: 5990.910645
	Iteration 40F: 3 clusters Score -2.35774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 174974 members 
Entering Unmasked Estep 
Score: -23577376.000000 Penalty: 5990.910645
	Iteration 41Q: 3 clusters Score -2.357738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 174973 members 
Entering Unmasked Estep 
Score: -23577390.000000 Penalty: 5990.910645
	Iteration 42Q: 3 clusters Score -2.357739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 174973 members 
Entering Unmasked Estep 
Score: -23577392.000000 Penalty: 5990.910645
	Iteration 43Q: 3 clusters Score -2.357739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 174975 members 
Entering Unmasked Estep 
Score: -23577404.000000 Penalty: 5990.910645
	Iteration 44Q: 3 clusters Score -2.35774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 174977 members 
Entering Unmasked Estep 
Score: -23577410.000000 Penalty: 5990.910645
	Iteration 45Q: 3 clusters Score -2.357741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 174979 members 
Entering Unmasked Estep 
Score: -23577410.000000 Penalty: 5990.910645
	Iteration 46Q: 3 clusters Score -2.357741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 174982 members 
Entering Unmasked Estep 
Score: -23577400.000000 Penalty: 5990.910645
	Iteration 47Q: 3 clusters Score -2.35774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 174983 members 
Entering Unmasked Estep 
Score: -23577398.000000 Penalty: 5990.910645
	Iteration 48Q: 3 clusters Score -2.35774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 174984 members 
Entering Unmasked Estep 
Score: -23577402.000000 Penalty: 5990.910645
	Iteration 49Q: 3 clusters Score -2.35774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 174985 members 
Entering Unmasked Estep 
Score: -23577384.000000 Penalty: 5990.910645
	Iteration 50Q: 3 clusters Score -2.357738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 174986 members 
Entering Unmasked Estep 
Score: -23577386.000000 Penalty: 5990.910645
	Iteration 51Q: 3 clusters Score -2.357739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 174986 members 
Entering Unmasked Estep 
Score: -23577386.000000 Penalty: 5990.910645
	Iteration 52F: 3 clusters Score -2.357739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Entering Unmasked Estep 
Score: -11993260.000000 Penalty: 2827.719482
	Iteration 0F: 2 clusters Score -1.199326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -11933259.000000 Penalty: 5655.438965
	Iteration 0F: 3 clusters Score -1.193326e+07 nChanged 42361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -11957484.000000 Penalty: 5655.438965
	Iteration 1F: 3 clusters Score -1.195748e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -11958496.000000 Penalty: 5655.438965
	Iteration 2Q: 3 clusters Score -1.19585e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -11960070.000000 Penalty: 5655.438965
	Iteration 3Q: 3 clusters Score -1.196007e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -11962828.000000 Penalty: 5655.438965
	Iteration 4F: 3 clusters Score -1.196283e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -11967566.000000 Penalty: 5655.438965
	Iteration 5F: 3 clusters Score -1.196757e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -11974005.000000 Penalty: 5655.438965
	Iteration 6F: 3 clusters Score -1.1974e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -11980732.000000 Penalty: 5655.438965
	Iteration 7F: 3 clusters Score -1.198073e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -11985655.000000 Penalty: 5655.438965
	Iteration 8F: 3 clusters Score -1.198566e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -11988596.000000 Penalty: 5655.438965
	Iteration 9Q: 3 clusters Score -1.19886e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -11990088.000000 Penalty: 5655.438965
	Iteration 10Q: 3 clusters Score -1.199009e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -11990702.000000 Penalty: 5655.438965
	Iteration 11Q: 3 clusters Score -1.19907e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -11990945.000000 Penalty: 5655.438965
	Iteration 12Q: 3 clusters Score -1.199094e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -11991086.000000 Penalty: 5655.438965
	Iteration 13Q: 3 clusters Score -1.199109e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -11991129.000000 Penalty: 5655.438965
	Iteration 14Q: 3 clusters Score -1.199113e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -11991157.000000 Penalty: 5655.438965
	Iteration 15Q: 3 clusters Score -1.199116e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -11991215.000000 Penalty: 5655.438965
	Iteration 16Q: 3 clusters Score -1.199122e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -11991236.000000 Penalty: 5655.438965
	Iteration 17Q: 3 clusters Score -1.199124e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -11991233.000000 Penalty: 5655.438965
	Iteration 18Q: 3 clusters Score -1.199123e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -11991253.000000 Penalty: 5655.438965
	Iteration 19Q: 3 clusters Score -1.199125e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86284 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -11991270.000000 Penalty: 5655.438965
	Iteration 20F: 3 clusters Score -1.199127e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86319 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -11991279.000000 Penalty: 5655.438965
	Iteration 21Q: 3 clusters Score -1.199128e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86344 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -11991279.000000 Penalty: 5655.438965
	Iteration 22Q: 3 clusters Score -1.199128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -11991289.000000 Penalty: 5655.438965
	Iteration 23Q: 3 clusters Score -1.199129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -11991280.000000 Penalty: 5655.438965
	Iteration 24Q: 3 clusters Score -1.199128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -11991272.000000 Penalty: 5655.438965
	Iteration 25Q: 3 clusters Score -1.199127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -11991277.000000 Penalty: 5655.438965
	Iteration 26Q: 3 clusters Score -1.199128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -11991281.000000 Penalty: 5655.438965
	Iteration 27Q: 3 clusters Score -1.199128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -11991259.000000 Penalty: 5655.438965
	Iteration 28Q: 3 clusters Score -1.199126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -11991262.000000 Penalty: 5655.438965
	Iteration 29Q: 3 clusters Score -1.199126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86463 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -11991272.000000 Penalty: 5655.438965
	Iteration 30Q: 3 clusters Score -1.199127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -11991274.000000 Penalty: 5655.438965
	Iteration 31Q: 3 clusters Score -1.199127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -11991276.000000 Penalty: 5655.438965
	Iteration 32Q: 3 clusters Score -1.199128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86484 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -11991277.000000 Penalty: 5655.438965
	Iteration 33Q: 3 clusters Score -1.199128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86486 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -11991274.000000 Penalty: 5655.438965
	Iteration 34Q: 3 clusters Score -1.199127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -11991280.000000 Penalty: 5655.438965
	Iteration 35Q: 3 clusters Score -1.199128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -11991282.000000 Penalty: 5655.438965
	Iteration 36Q: 3 clusters Score -1.199128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -11991282.000000 Penalty: 5655.438965
	Iteration 37Q: 3 clusters Score -1.199128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -11991282.000000 Penalty: 5655.438965
	Iteration 38Q: 3 clusters Score -1.199128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -11991283.000000 Penalty: 5655.438965
	Iteration 39Q: 3 clusters Score -1.199128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -11991287.000000 Penalty: 5655.438965
	Iteration 40F: 3 clusters Score -1.199129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -11991283.000000 Penalty: 5655.438965
	Iteration 41Q: 3 clusters Score -1.199128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -11991287.000000 Penalty: 5655.438965
	Iteration 42Q: 3 clusters Score -1.199129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -11991293.000000 Penalty: 5655.438965
	Iteration 43Q: 3 clusters Score -1.199129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -11991289.000000 Penalty: 5655.438965
	Iteration 44Q: 3 clusters Score -1.199129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -11991296.000000 Penalty: 5655.438965
	Iteration 45Q: 3 clusters Score -1.19913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -11991296.000000 Penalty: 5655.438965
	Iteration 46Q: 3 clusters Score -1.19913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -11991285.000000 Penalty: 5655.438965
	Iteration 47Q: 3 clusters Score -1.199128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -11991296.000000 Penalty: 5655.438965
	Iteration 48Q: 3 clusters Score -1.19913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -11991309.000000 Penalty: 5655.438965
	Iteration 49Q: 3 clusters Score -1.199131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -11991300.000000 Penalty: 5655.438965
	Iteration 50Q: 3 clusters Score -1.19913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -11991296.000000 Penalty: 5655.438965
	Iteration 51Q: 3 clusters Score -1.19913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -11991305.000000 Penalty: 5655.438965
	Iteration 52Q: 3 clusters Score -1.19913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -11991320.000000 Penalty: 5655.438965
	Iteration 53Q: 3 clusters Score -1.199132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -11991303.000000 Penalty: 5655.438965
	Iteration 54Q: 3 clusters Score -1.19913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -11991307.000000 Penalty: 5655.438965
	Iteration 55Q: 3 clusters Score -1.199131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -11991306.000000 Penalty: 5655.438965
	Iteration 56Q: 3 clusters Score -1.199131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86650 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -11991304.000000 Penalty: 5655.438965
	Iteration 57Q: 3 clusters Score -1.19913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -11991298.000000 Penalty: 5655.438965
	Iteration 58Q: 3 clusters Score -1.19913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -11991306.000000 Penalty: 5655.438965
	Iteration 59Q: 3 clusters Score -1.199131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -11991305.000000 Penalty: 5655.438965
	Iteration 60F: 3 clusters Score -1.19913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -11991305.000000 Penalty: 5655.438965
	Iteration 61Q: 3 clusters Score -1.19913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -11991308.000000 Penalty: 5655.438965
	Iteration 62Q: 3 clusters Score -1.199131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -11991308.000000 Penalty: 5655.438965
	Iteration 63F: 3 clusters Score -1.199131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Entering Unmasked Estep 
Score: -6537290.500000 Penalty: 2683.567871
	Iteration 0F: 2 clusters Score -6537290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -6503573.000000 Penalty: 5367.135742
	Iteration 0F: 3 clusters Score -6503573 nChanged 23130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -6516152.500000 Penalty: 5367.135742
	Iteration 1F: 3 clusters Score -6516152 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -6516603.500000 Penalty: 5367.135742
	Iteration 2Q: 3 clusters Score -6516604 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -6517057.500000 Penalty: 5367.135742
	Iteration 3Q: 3 clusters Score -6517058 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -6517530.500000 Penalty: 5367.135742
	Iteration 4Q: 3 clusters Score -6517530 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -6518058.000000 Penalty: 5367.135742
	Iteration 5Q: 3 clusters Score -6518058 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -6518835.500000 Penalty: 5367.135742
	Iteration 6Q: 3 clusters Score -6518836 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -6519965.500000 Penalty: 5367.135742
	Iteration 7F: 3 clusters Score -6519966 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -6521712.500000 Penalty: 5367.135742
	Iteration 8F: 3 clusters Score -6521712 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -6524143.500000 Penalty: 5367.135742
	Iteration 9F: 3 clusters Score -6524144 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -6527107.500000 Penalty: 5367.135742
	Iteration 10F: 3 clusters Score -6527108 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -6530032.500000 Penalty: 5367.135742
	Iteration 11F: 3 clusters Score -6530032 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -6532498.500000 Penalty: 5367.135742
	Iteration 12Q: 3 clusters Score -6532498 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -6533960.000000 Penalty: 5367.135742
	Iteration 13Q: 3 clusters Score -6533960 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -6534561.000000 Penalty: 5367.135742
	Iteration 14Q: 3 clusters Score -6534561 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -6534766.000000 Penalty: 5367.135742
	Iteration 15Q: 3 clusters Score -6534766 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -6534871.000000 Penalty: 5367.135742
	Iteration 16Q: 3 clusters Score -6534871 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -6534914.000000 Penalty: 5367.135742
	Iteration 17Q: 3 clusters Score -6534914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -6534959.500000 Penalty: 5367.135742
	Iteration 18Q: 3 clusters Score -6534960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -6534972.000000 Penalty: 5367.135742
	Iteration 19Q: 3 clusters Score -6534972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -6534977.500000 Penalty: 5367.135742
	Iteration 20F: 3 clusters Score -6534978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -6534979.500000 Penalty: 5367.135742
	Iteration 21Q: 3 clusters Score -6534980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -6534985.000000 Penalty: 5367.135742
	Iteration 22Q: 3 clusters Score -6534985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -6534991.500000 Penalty: 5367.135742
	Iteration 23Q: 3 clusters Score -6534992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -6535002.000000 Penalty: 5367.135742
	Iteration 24Q: 3 clusters Score -6535002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -6535008.500000 Penalty: 5367.135742
	Iteration 25Q: 3 clusters Score -6535008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -6535006.000000 Penalty: 5367.135742
	Iteration 26Q: 3 clusters Score -6535006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -6534999.500000 Penalty: 5367.135742
	Iteration 27Q: 3 clusters Score -6535000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -6534999.500000 Penalty: 5367.135742
	Iteration 28F: 3 clusters Score -6535000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -113777.953125 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -113778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111910.359375 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -111910.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112251.914062 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -112251.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112421.921875 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -112421.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112615.710938 Penalty: 3372.884277
	Iteration 3F: 3 clusters Score -112615.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112929.578125 Penalty: 3372.884277
	Iteration 4F: 3 clusters Score -112929.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113039.101562 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -113039.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113091.710938 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -113091.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -113126.539062 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -113126.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113154.351562 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -113154.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113181.304688 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -113181.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113210.796875 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -113210.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -113235.429688 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -113235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -113246.773438 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -113246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -113263.125000 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -113263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -113279.945312 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -113279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -113291.562500 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -113291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113297.117188 Penalty: 3372.884277
	Iteration 16Q: 3 clusters Score -113297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113300.031250 Penalty: 3372.884277
	Iteration 17Q: 3 clusters Score -113300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113300.828125 Penalty: 3372.884277
	Iteration 18Q: 3 clusters Score -113300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -113302.593750 Penalty: 3372.884277
	Iteration 19Q: 3 clusters Score -113302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -113302.593750 Penalty: 3372.884277
	Iteration 20F: 3 clusters Score -113302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -115801.242188 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -115801.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113949.750000 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -113949.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114294.484375 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -114294.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114582.296875 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -114582.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -114809.382812 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -114809.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -115145.312500 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -115145.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -115528.398438 Penalty: 3383.269287
	Iteration 5F: 3 clusters Score -115528.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -115706.046875 Penalty: 3383.269287
	Iteration 6F: 3 clusters Score -115706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -115834.429688 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -115834.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -115901.054688 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -115901.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -115951.843750 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -115951.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116000.343750 Penalty: 3383.269287
	Iteration 10Q: 3 clusters Score -116000.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -116030.226562 Penalty: 3383.269287
	Iteration 11Q: 3 clusters Score -116030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -116051.507812 Penalty: 3383.269287
	Iteration 12Q: 3 clusters Score -116051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -116064.210938 Penalty: 3383.269287
	Iteration 13Q: 3 clusters Score -116064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -116076.226562 Penalty: 3383.269287
	Iteration 14Q: 3 clusters Score -116076.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -116106.773438 Penalty: 3383.269287
	Iteration 15Q: 3 clusters Score -116106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -116151.742188 Penalty: 3383.269287
	Iteration 16Q: 3 clusters Score -116151.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116188.632812 Penalty: 3383.269287
	Iteration 17Q: 3 clusters Score -116188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116197.359375 Penalty: 3383.269287
	Iteration 18Q: 3 clusters Score -116197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116199.156250 Penalty: 3383.269287
	Iteration 19Q: 3 clusters Score -116199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116199.156250 Penalty: 3383.269287
	Iteration 20F: 3 clusters Score -116199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 593 members 
Entering Unmasked Estep 
Score: -144371616.000000 Penalty: 72426.367188
Splitting cluster 9 changes total score from -144372960.000000 to -144371616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (160148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160148 members 
Entering Unmasked Estep 
Score: -21475582.000000 Penalty: 2971.995605
	Iteration 0F: 2 clusters Score -2.147558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -21369594.000000 Penalty: 5943.991211
	Iteration 0F: 3 clusters Score -2.136959e+07 nChanged 76400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -21413772.000000 Penalty: 5943.991211
	Iteration 1F: 3 clusters Score -2.141377e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -21415096.000000 Penalty: 5943.991211
	Iteration 2Q: 3 clusters Score -2.14151e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93381 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -21417084.000000 Penalty: 5943.991211
	Iteration 3Q: 3 clusters Score -2.141708e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -21420534.000000 Penalty: 5943.991211
	Iteration 4Q: 3 clusters Score -2.142053e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111171 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -21427396.000000 Penalty: 5943.991211
	Iteration 5F: 3 clusters Score -2.14274e+07 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124908 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -21439124.000000 Penalty: 5943.991211
	Iteration 6F: 3 clusters Score -2.143912e+07 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139644 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -21453852.000000 Penalty: 5943.991211
	Iteration 7F: 3 clusters Score -2.145385e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150925 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -21465548.000000 Penalty: 5943.991211
	Iteration 8F: 3 clusters Score -2.146555e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156541 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -21470668.000000 Penalty: 5943.991211
	Iteration 9Q: 3 clusters Score -2.147067e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158586 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -21472224.000000 Penalty: 5943.991211
	Iteration 10Q: 3 clusters Score -2.147222e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159265 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -21472790.000000 Penalty: 5943.991211
	Iteration 11Q: 3 clusters Score -2.147279e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21472944.000000 Penalty: 5943.991211
	Iteration 12Q: 3 clusters Score -2.147294e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159590 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -21473012.000000 Penalty: 5943.991211
	Iteration 13Q: 3 clusters Score -2.147301e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -21473082.000000 Penalty: 5943.991211
	Iteration 14Q: 3 clusters Score -2.147308e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159667 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -21473116.000000 Penalty: 5943.991211
	Iteration 15Q: 3 clusters Score -2.147312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159676 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -21473110.000000 Penalty: 5943.991211
	Iteration 16Q: 3 clusters Score -2.147311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159685 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21473130.000000 Penalty: 5943.991211
	Iteration 17Q: 3 clusters Score -2.147313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21473138.000000 Penalty: 5943.991211
	Iteration 18Q: 3 clusters Score -2.147314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159697 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21473150.000000 Penalty: 5943.991211
	Iteration 19Q: 3 clusters Score -2.147315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159700 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -21473188.000000 Penalty: 5943.991211
	Iteration 20F: 3 clusters Score -2.147319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -21473194.000000 Penalty: 5943.991211
	Iteration 21Q: 3 clusters Score -2.147319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21473194.000000 Penalty: 5943.991211
	Iteration 22Q: 3 clusters Score -2.147319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21473188.000000 Penalty: 5943.991211
	Iteration 23Q: 3 clusters Score -2.147319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21473180.000000 Penalty: 5943.991211
	Iteration 24Q: 3 clusters Score -2.147318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21473194.000000 Penalty: 5943.991211
	Iteration 25Q: 3 clusters Score -2.147319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21473194.000000 Penalty: 5943.991211
	Iteration 26F: 3 clusters Score -2.147319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -345272.843750 Penalty: 1948.942871
	Iteration 0F: 2 clusters Score -345272.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -342268.187500 Penalty: 3897.885742
	Iteration 0F: 3 clusters Score -342268.2 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -342825.437500 Penalty: 3897.885742
	Iteration 1F: 3 clusters Score -342825.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -342971.156250 Penalty: 3897.885742
	Iteration 2F: 3 clusters Score -342971.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -343073.687500 Penalty: 3897.885742
	Iteration 3Q: 3 clusters Score -343073.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -343150.000000 Penalty: 3897.885742
	Iteration 4Q: 3 clusters Score -343150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -343198.718750 Penalty: 3897.885742
	Iteration 5Q: 3 clusters Score -343198.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -343234.218750 Penalty: 3897.885742
	Iteration 6Q: 3 clusters Score -343234.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -343272.750000 Penalty: 3897.885742
	Iteration 7Q: 3 clusters Score -343272.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -343301.187500 Penalty: 3897.885742
	Iteration 8Q: 3 clusters Score -343301.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -343337.250000 Penalty: 3897.885742
	Iteration 9Q: 3 clusters Score -343337.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -343367.500000 Penalty: 3897.885742
	Iteration 10Q: 3 clusters Score -343367.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -343395.718750 Penalty: 3897.885742
	Iteration 11Q: 3 clusters Score -343395.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -343416.125000 Penalty: 3897.885742
	Iteration 12Q: 3 clusters Score -343416.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -343435.031250 Penalty: 3897.885742
	Iteration 13Q: 3 clusters Score -343435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -343446.593750 Penalty: 3897.885742
	Iteration 14Q: 3 clusters Score -343446.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -343456.812500 Penalty: 3897.885742
	Iteration 15Q: 3 clusters Score -343456.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -343465.500000 Penalty: 3897.885742
	Iteration 16Q: 3 clusters Score -343465.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -343477.968750 Penalty: 3897.885742
	Iteration 17Q: 3 clusters Score -343478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -343491.937500 Penalty: 3897.885742
	Iteration 18Q: 3 clusters Score -343491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -343504.125000 Penalty: 3897.885742
	Iteration 19Q: 3 clusters Score -343504.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -343512.031250 Penalty: 3897.885742
	Iteration 20F: 3 clusters Score -343512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -343518.031250 Penalty: 3897.885742
	Iteration 21Q: 3 clusters Score -343518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -343522.625000 Penalty: 3897.885742
	Iteration 22Q: 3 clusters Score -343522.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -343528.468750 Penalty: 3897.885742
	Iteration 23Q: 3 clusters Score -343528.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -343535.281250 Penalty: 3897.885742
	Iteration 24Q: 3 clusters Score -343535.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -343540.343750 Penalty: 3897.885742
	Iteration 25Q: 3 clusters Score -343540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -343542.593750 Penalty: 3897.885742
	Iteration 26Q: 3 clusters Score -343542.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -343546.000000 Penalty: 3897.885742
	Iteration 27Q: 3 clusters Score -343546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -343548.062500 Penalty: 3897.885742
	Iteration 28Q: 3 clusters Score -343548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -343548.875000 Penalty: 3897.885742
	Iteration 29Q: 3 clusters Score -343548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -343550.531250 Penalty: 3897.885742
	Iteration 30Q: 3 clusters Score -343550.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -343550.531250 Penalty: 3897.885742
	Iteration 31F: 3 clusters Score -343550.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -903207.437500 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -903207.4 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 3437 members 
Entering Unmasked Estep 
Score: -897676.937500 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -897676.9 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -899170.625000 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -899170.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -899414.687500 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -899414.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -899561.312500 Penalty: 4367.168457
	Iteration 3Q: 3 clusters Score -899561.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -899695.062500 Penalty: 4367.168457
	Iteration 4Q: 3 clusters Score -899695.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -899815.375000 Penalty: 4367.168457
	Iteration 5Q: 3 clusters Score -899815.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -899924.000000 Penalty: 4367.168457
	Iteration 6Q: 3 clusters Score -899924 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -900028.500000 Penalty: 4367.168457
	Iteration 7Q: 3 clusters Score -900028.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -900136.062500 Penalty: 4367.168457
	Iteration 8Q: 3 clusters Score -900136.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -900249.187500 Penalty: 4367.168457
	Iteration 9Q: 3 clusters Score -900249.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -900367.875000 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -900367.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -900496.500000 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -900496.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -900619.750000 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -900619.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -900727.687500 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -900727.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -900845.062500 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -900845.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -900956.812500 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -900956.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -901038.437500 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -901038.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -901099.562500 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -901099.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -901141.000000 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -901141 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -901172.125000 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -901172.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -901203.187500 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -901203.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -901221.750000 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -901221.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -901246.312500 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -901246.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -901264.062500 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -901264.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -901284.375000 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -901284.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -901295.375000 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -901295.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -901305.000000 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -901305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -901313.687500 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -901313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -901317.750000 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -901317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -901323.187500 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -901323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -901324.375000 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -901324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -901327.187500 Penalty: 4367.168457
	Iteration 31Q: 3 clusters Score -901327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -901332.687500 Penalty: 4367.168457
	Iteration 32Q: 3 clusters Score -901332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -901334.437500 Penalty: 4367.168457
	Iteration 33Q: 3 clusters Score -901334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -901334.125000 Penalty: 4367.168457
	Iteration 34Q: 3 clusters Score -901334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -901335.125000 Penalty: 4367.168457
	Iteration 35Q: 3 clusters Score -901335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -901336.250000 Penalty: 4367.168457
	Iteration 36Q: 3 clusters Score -901336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -901339.500000 Penalty: 4367.168457
	Iteration 37Q: 3 clusters Score -901339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -901343.125000 Penalty: 4367.168457
	Iteration 38Q: 3 clusters Score -901343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -901345.250000 Penalty: 4367.168457
	Iteration 39Q: 3 clusters Score -901345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -901345.250000 Penalty: 4367.168457
	Iteration 40F: 3 clusters Score -901345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Entering Unmasked Estep 
Score: -3987690.750000 Penalty: 2550.790527
	Iteration 0F: 2 clusters Score -3987691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3967554.000000 Penalty: 5101.581055
	Iteration 0F: 3 clusters Score -3967554 nChanged 13243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3974668.000000 Penalty: 5101.581055
	Iteration 1F: 3 clusters Score -3974668 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3975098.250000 Penalty: 5101.581055
	Iteration 2Q: 3 clusters Score -3975098 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3975470.000000 Penalty: 5101.581055
	Iteration 3Q: 3 clusters Score -3975470 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3975855.000000 Penalty: 5101.581055
	Iteration 4Q: 3 clusters Score -3975855 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3976175.250000 Penalty: 5101.581055
	Iteration 5Q: 3 clusters Score -3976175 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3976463.500000 Penalty: 5101.581055
	Iteration 6Q: 3 clusters Score -3976464 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3976777.250000 Penalty: 5101.581055
	Iteration 7Q: 3 clusters Score -3976777 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3977055.750000 Penalty: 5101.581055
	Iteration 8Q: 3 clusters Score -3977056 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3977368.000000 Penalty: 5101.581055
	Iteration 9Q: 3 clusters Score -3977368 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3977748.750000 Penalty: 5101.581055
	Iteration 10Q: 3 clusters Score -3977749 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3978197.500000 Penalty: 5101.581055
	Iteration 11Q: 3 clusters Score -3978198 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3978751.000000 Penalty: 5101.581055
	Iteration 12Q: 3 clusters Score -3978751 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3979523.000000 Penalty: 5101.581055
	Iteration 13Q: 3 clusters Score -3979523 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3980413.000000 Penalty: 5101.581055
	Iteration 14Q: 3 clusters Score -3980413 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3981143.500000 Penalty: 5101.581055
	Iteration 15Q: 3 clusters Score -3981144 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3981643.000000 Penalty: 5101.581055
	Iteration 16Q: 3 clusters Score -3981643 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3981901.500000 Penalty: 5101.581055
	Iteration 17Q: 3 clusters Score -3981902 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3982055.250000 Penalty: 5101.581055
	Iteration 18Q: 3 clusters Score -3982055 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3982175.250000 Penalty: 5101.581055
	Iteration 19Q: 3 clusters Score -3982175 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3982250.750000 Penalty: 5101.581055
	Iteration 20F: 3 clusters Score -3982251 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3982314.750000 Penalty: 5101.581055
	Iteration 21Q: 3 clusters Score -3982315 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3982351.250000 Penalty: 5101.581055
	Iteration 22Q: 3 clusters Score -3982351 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3982401.250000 Penalty: 5101.581055
	Iteration 23Q: 3 clusters Score -3982401 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3982416.500000 Penalty: 5101.581055
	Iteration 24Q: 3 clusters Score -3982416 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3982450.500000 Penalty: 5101.581055
	Iteration 25Q: 3 clusters Score -3982450 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3982462.250000 Penalty: 5101.581055
	Iteration 26Q: 3 clusters Score -3982462 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3982465.500000 Penalty: 5101.581055
	Iteration 27Q: 3 clusters Score -3982466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3982472.500000 Penalty: 5101.581055
	Iteration 28Q: 3 clusters Score -3982472 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3982483.750000 Penalty: 5101.581055
	Iteration 29Q: 3 clusters Score -3982484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3982509.500000 Penalty: 5101.581055
	Iteration 30Q: 3 clusters Score -3982510 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3982538.000000 Penalty: 5101.581055
	Iteration 31Q: 3 clusters Score -3982538 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3982536.000000 Penalty: 5101.581055
	Iteration 32Q: 3 clusters Score -3982536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3982534.750000 Penalty: 5101.581055
	Iteration 33Q: 3 clusters Score -3982535 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3982554.000000 Penalty: 5101.581055
	Iteration 34Q: 3 clusters Score -3982554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3982565.750000 Penalty: 5101.581055
	Iteration 35Q: 3 clusters Score -3982566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3982562.500000 Penalty: 5101.581055
	Iteration 36Q: 3 clusters Score -3982562 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3982585.000000 Penalty: 5101.581055
	Iteration 37Q: 3 clusters Score -3982585 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3982593.750000 Penalty: 5101.581055
	Iteration 38Q: 3 clusters Score -3982594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3982608.250000 Penalty: 5101.581055
	Iteration 39Q: 3 clusters Score -3982608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3982615.250000 Penalty: 5101.581055
	Iteration 40F: 3 clusters Score -3982615 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3982624.000000 Penalty: 5101.581055
	Iteration 41Q: 3 clusters Score -3982624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3982621.000000 Penalty: 5101.581055
	Iteration 42Q: 3 clusters Score -3982621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3982637.500000 Penalty: 5101.581055
	Iteration 43Q: 3 clusters Score -3982638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3982643.000000 Penalty: 5101.581055
	Iteration 44Q: 3 clusters Score -3982643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3982643.000000 Penalty: 5101.581055
	Iteration 45Q: 3 clusters Score -3982643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -3982638.250000 Penalty: 5101.581055
	Iteration 46Q: 3 clusters Score -3982638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3982644.250000 Penalty: 5101.581055
	Iteration 47Q: 3 clusters Score -3982644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3982658.250000 Penalty: 5101.581055
	Iteration 48Q: 3 clusters Score -3982658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3982662.250000 Penalty: 5101.581055
	Iteration 49Q: 3 clusters Score -3982662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3982658.500000 Penalty: 5101.581055
	Iteration 50Q: 3 clusters Score -3982658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3982664.000000 Penalty: 5101.581055
	Iteration 51Q: 3 clusters Score -3982664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3982672.000000 Penalty: 5101.581055
	Iteration 52Q: 3 clusters Score -3982672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3982680.750000 Penalty: 5101.581055
	Iteration 53Q: 3 clusters Score -3982681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3982679.750000 Penalty: 5101.581055
	Iteration 54Q: 3 clusters Score -3982680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3982688.250000 Penalty: 5101.581055
	Iteration 55Q: 3 clusters Score -3982688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3982688.750000 Penalty: 5101.581055
	Iteration 56Q: 3 clusters Score -3982689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3982690.000000 Penalty: 5101.581055
	Iteration 57Q: 3 clusters Score -3982690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3982692.250000 Penalty: 5101.581055
	Iteration 58Q: 3 clusters Score -3982692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -3982703.750000 Penalty: 5101.581055
	Iteration 59Q: 3 clusters Score -3982704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3982705.500000 Penalty: 5101.581055
	Iteration 60F: 3 clusters Score -3982706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3982707.500000 Penalty: 5101.581055
	Iteration 61Q: 3 clusters Score -3982708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3982712.000000 Penalty: 5101.581055
	Iteration 62Q: 3 clusters Score -3982712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3982706.000000 Penalty: 5101.581055
	Iteration 63Q: 3 clusters Score -3982706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3982707.250000 Penalty: 5101.581055
	Iteration 64Q: 3 clusters Score -3982707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3982716.750000 Penalty: 5101.581055
	Iteration 65Q: 3 clusters Score -3982717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3982709.250000 Penalty: 5101.581055
	Iteration 66Q: 3 clusters Score -3982709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3982715.750000 Penalty: 5101.581055
	Iteration 67Q: 3 clusters Score -3982716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3982717.500000 Penalty: 5101.581055
	Iteration 68Q: 3 clusters Score -3982718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3982719.250000 Penalty: 5101.581055
	Iteration 69Q: 3 clusters Score -3982719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3982733.500000 Penalty: 5101.581055
	Iteration 70Q: 3 clusters Score -3982734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3982732.250000 Penalty: 5101.581055
	Iteration 71Q: 3 clusters Score -3982732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3982741.500000 Penalty: 5101.581055
	Iteration 72Q: 3 clusters Score -3982742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3982739.750000 Penalty: 5101.581055
	Iteration 73Q: 3 clusters Score -3982740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3982742.000000 Penalty: 5101.581055
	Iteration 74Q: 3 clusters Score -3982742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3982743.500000 Penalty: 5101.581055
	Iteration 75Q: 3 clusters Score -3982744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3982744.000000 Penalty: 5101.581055
	Iteration 76Q: 3 clusters Score -3982744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -3982755.750000 Penalty: 5101.581055
	Iteration 77Q: 3 clusters Score -3982756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3982759.500000 Penalty: 5101.581055
	Iteration 78Q: 3 clusters Score -3982760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3982759.500000 Penalty: 5101.581055
	Iteration 79Q: 3 clusters Score -3982760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3982766.000000 Penalty: 5101.581055
	Iteration 80F: 3 clusters Score -3982766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3982767.000000 Penalty: 5101.581055
	Iteration 81Q: 3 clusters Score -3982767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3982775.250000 Penalty: 5101.581055
	Iteration 82Q: 3 clusters Score -3982775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3982772.000000 Penalty: 5101.581055
	Iteration 83Q: 3 clusters Score -3982772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3982778.000000 Penalty: 5101.581055
	Iteration 84Q: 3 clusters Score -3982778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3982779.000000 Penalty: 5101.581055
	Iteration 85Q: 3 clusters Score -3982779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -3982783.000000 Penalty: 5101.581055
	Iteration 86Q: 3 clusters Score -3982783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3982780.250000 Penalty: 5101.581055
	Iteration 87Q: 3 clusters Score -3982780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3982779.000000 Penalty: 5101.581055
	Iteration 88Q: 3 clusters Score -3982779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3982782.750000 Penalty: 5101.581055
	Iteration 89Q: 3 clusters Score -3982783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3982786.500000 Penalty: 5101.581055
	Iteration 90Q: 3 clusters Score -3982786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3982789.500000 Penalty: 5101.581055
	Iteration 91Q: 3 clusters Score -3982790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3982787.750000 Penalty: 5101.581055
	Iteration 92Q: 3 clusters Score -3982788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3982788.500000 Penalty: 5101.581055
	Iteration 93Q: 3 clusters Score -3982788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3982790.750000 Penalty: 5101.581055
	Iteration 94Q: 3 clusters Score -3982791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3982794.500000 Penalty: 5101.581055
	Iteration 95Q: 3 clusters Score -3982794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3982800.500000 Penalty: 5101.581055
	Iteration 96Q: 3 clusters Score -3982800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3982795.750000 Penalty: 5101.581055
	Iteration 97Q: 3 clusters Score -3982796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3982798.250000 Penalty: 5101.581055
	Iteration 98Q: 3 clusters Score -3982798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3982799.500000 Penalty: 5101.581055
	Iteration 99Q: 3 clusters Score -3982800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3982792.000000 Penalty: 5101.581055
	Iteration 100F: 3 clusters Score -3982792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3982788.750000 Penalty: 5101.581055
	Iteration 101Q: 3 clusters Score -3982789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3982798.000000 Penalty: 5101.581055
	Iteration 102Q: 3 clusters Score -3982798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3982801.750000 Penalty: 5101.581055
	Iteration 103Q: 3 clusters Score -3982802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3982803.000000 Penalty: 5101.581055
	Iteration 104Q: 3 clusters Score -3982803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3982832.250000 Penalty: 5101.581055
	Iteration 105Q: 3 clusters Score -3982832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3982836.500000 Penalty: 5101.581055
	Iteration 106Q: 3 clusters Score -3982836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3982850.750000 Penalty: 5101.581055
	Iteration 107Q: 3 clusters Score -3982851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3982856.000000 Penalty: 5101.581055
	Iteration 108Q: 3 clusters Score -3982856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -3982856.500000 Penalty: 5101.581055
	Iteration 109Q: 3 clusters Score -3982856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3982842.750000 Penalty: 5101.581055
	Iteration 110Q: 3 clusters Score -3982843 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3982853.500000 Penalty: 5101.581055
	Iteration 111Q: 3 clusters Score -3982854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3982867.500000 Penalty: 5101.581055
	Iteration 112Q: 3 clusters Score -3982868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3982865.250000 Penalty: 5101.581055
	Iteration 113Q: 3 clusters Score -3982865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3982884.250000 Penalty: 5101.581055
	Iteration 114Q: 3 clusters Score -3982884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3982892.000000 Penalty: 5101.581055
	Iteration 115Q: 3 clusters Score -3982892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3982897.500000 Penalty: 5101.581055
	Iteration 116Q: 3 clusters Score -3982898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3982904.500000 Penalty: 5101.581055
	Iteration 117Q: 3 clusters Score -3982904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3982915.750000 Penalty: 5101.581055
	Iteration 118Q: 3 clusters Score -3982916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3982915.500000 Penalty: 5101.581055
	Iteration 119Q: 3 clusters Score -3982916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3982928.500000 Penalty: 5101.581055
	Iteration 120F: 3 clusters Score -3982928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3982937.000000 Penalty: 5101.581055
	Iteration 121Q: 3 clusters Score -3982937 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3982950.000000 Penalty: 5101.581055
	Iteration 122Q: 3 clusters Score -3982950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -3982954.500000 Penalty: 5101.581055
	Iteration 123Q: 3 clusters Score -3982954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3982962.500000 Penalty: 5101.581055
	Iteration 124Q: 3 clusters Score -3982962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3982963.250000 Penalty: 5101.581055
	Iteration 125Q: 3 clusters Score -3982963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3982969.000000 Penalty: 5101.581055
	Iteration 126Q: 3 clusters Score -3982969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3982977.750000 Penalty: 5101.581055
	Iteration 127Q: 3 clusters Score -3982978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3982977.750000 Penalty: 5101.581055
	Iteration 128Q: 3 clusters Score -3982978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3982983.250000 Penalty: 5101.581055
	Iteration 129Q: 3 clusters Score -3982983 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3982981.250000 Penalty: 5101.581055
	Iteration 130Q: 3 clusters Score -3982981 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3982989.750000 Penalty: 5101.581055
	Iteration 131Q: 3 clusters Score -3982990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3983001.500000 Penalty: 5101.581055
	Iteration 132Q: 3 clusters Score -3983002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3982996.750000 Penalty: 5101.581055
	Iteration 133Q: 3 clusters Score -3982997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3983004.000000 Penalty: 5101.581055
	Iteration 134Q: 3 clusters Score -3983004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -3983015.000000 Penalty: 5101.581055
	Iteration 135Q: 3 clusters Score -3983015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3983015.500000 Penalty: 5101.581055
	Iteration 136Q: 3 clusters Score -3983016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3983013.000000 Penalty: 5101.581055
	Iteration 137Q: 3 clusters Score -3983013 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3983016.500000 Penalty: 5101.581055
	Iteration 138Q: 3 clusters Score -3983016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -3983027.250000 Penalty: 5101.581055
	Iteration 139Q: 3 clusters Score -3983027 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3983048.250000 Penalty: 5101.581055
	Iteration 140F: 3 clusters Score -3983048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3983046.000000 Penalty: 5101.581055
	Iteration 141Q: 3 clusters Score -3983046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -3983050.000000 Penalty: 5101.581055
	Iteration 142Q: 3 clusters Score -3983050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3983055.500000 Penalty: 5101.581055
	Iteration 143Q: 3 clusters Score -3983056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3983068.750000 Penalty: 5101.581055
	Iteration 144Q: 3 clusters Score -3983069 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3983091.500000 Penalty: 5101.581055
	Iteration 145Q: 3 clusters Score -3983092 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3983107.500000 Penalty: 5101.581055
	Iteration 146Q: 3 clusters Score -3983108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -3983110.500000 Penalty: 5101.581055
	Iteration 147Q: 3 clusters Score -3983110 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3983122.250000 Penalty: 5101.581055
	Iteration 148Q: 3 clusters Score -3983122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3983132.500000 Penalty: 5101.581055
	Iteration 149Q: 3 clusters Score -3983132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3983140.750000 Penalty: 5101.581055
	Iteration 150Q: 3 clusters Score -3983141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3983144.250000 Penalty: 5101.581055
	Iteration 151Q: 3 clusters Score -3983144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3983155.500000 Penalty: 5101.581055
	Iteration 152Q: 3 clusters Score -3983156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3983166.000000 Penalty: 5101.581055
	Iteration 153Q: 3 clusters Score -3983166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3983177.250000 Penalty: 5101.581055
	Iteration 154Q: 3 clusters Score -3983177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3983187.250000 Penalty: 5101.581055
	Iteration 155Q: 3 clusters Score -3983187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3983195.250000 Penalty: 5101.581055
	Iteration 156Q: 3 clusters Score -3983195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3983193.250000 Penalty: 5101.581055
	Iteration 157Q: 3 clusters Score -3983193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3983202.750000 Penalty: 5101.581055
	Iteration 158Q: 3 clusters Score -3983203 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3983218.500000 Penalty: 5101.581055
	Iteration 159Q: 3 clusters Score -3983218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3983237.750000 Penalty: 5101.581055
	Iteration 160F: 3 clusters Score -3983238 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -3983254.500000 Penalty: 5101.581055
	Iteration 161Q: 3 clusters Score -3983254 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3983268.250000 Penalty: 5101.581055
	Iteration 162Q: 3 clusters Score -3983268 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3983281.500000 Penalty: 5101.581055
	Iteration 163Q: 3 clusters Score -3983282 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3983305.250000 Penalty: 5101.581055
	Iteration 164Q: 3 clusters Score -3983305 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3983326.250000 Penalty: 5101.581055
	Iteration 165Q: 3 clusters Score -3983326 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3983357.250000 Penalty: 5101.581055
	Iteration 166Q: 3 clusters Score -3983357 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -3983366.000000 Penalty: 5101.581055
	Iteration 167Q: 3 clusters Score -3983366 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3983385.000000 Penalty: 5101.581055
	Iteration 168Q: 3 clusters Score -3983385 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3983412.750000 Penalty: 5101.581055
	Iteration 169Q: 3 clusters Score -3983413 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3983434.500000 Penalty: 5101.581055
	Iteration 170Q: 3 clusters Score -3983434 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3983477.750000 Penalty: 5101.581055
	Iteration 171Q: 3 clusters Score -3983478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3983513.000000 Penalty: 5101.581055
	Iteration 172Q: 3 clusters Score -3983513 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3983540.000000 Penalty: 5101.581055
	Iteration 173Q: 3 clusters Score -3983540 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3983577.750000 Penalty: 5101.581055
	Iteration 174Q: 3 clusters Score -3983578 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3983620.000000 Penalty: 5101.581055
	Iteration 175Q: 3 clusters Score -3983620 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3983662.750000 Penalty: 5101.581055
	Iteration 176Q: 3 clusters Score -3983663 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3983717.000000 Penalty: 5101.581055
	Iteration 177Q: 3 clusters Score -3983717 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3983789.250000 Penalty: 5101.581055
	Iteration 178Q: 3 clusters Score -3983789 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3983857.500000 Penalty: 5101.581055
	Iteration 179Q: 3 clusters Score -3983858 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3983930.500000 Penalty: 5101.581055
	Iteration 180F: 3 clusters Score -3983930 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3983989.750000 Penalty: 5101.581055
	Iteration 181Q: 3 clusters Score -3983990 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -3984062.000000 Penalty: 5101.581055
	Iteration 182Q: 3 clusters Score -3984062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3984152.000000 Penalty: 5101.581055
	Iteration 183Q: 3 clusters Score -3984152 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3984246.000000 Penalty: 5101.581055
	Iteration 184Q: 3 clusters Score -3984246 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3984343.500000 Penalty: 5101.581055
	Iteration 185Q: 3 clusters Score -3984344 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3984436.250000 Penalty: 5101.581055
	Iteration 186Q: 3 clusters Score -3984436 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3984530.250000 Penalty: 5101.581055
	Iteration 187Q: 3 clusters Score -3984530 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3984628.250000 Penalty: 5101.581055
	Iteration 188Q: 3 clusters Score -3984628 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3984714.500000 Penalty: 5101.581055
	Iteration 189Q: 3 clusters Score -3984714 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3984770.500000 Penalty: 5101.581055
	Iteration 190Q: 3 clusters Score -3984770 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3984849.000000 Penalty: 5101.581055
	Iteration 191Q: 3 clusters Score -3984849 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3984906.750000 Penalty: 5101.581055
	Iteration 192Q: 3 clusters Score -3984907 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3984967.750000 Penalty: 5101.581055
	Iteration 193Q: 3 clusters Score -3984968 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -3985013.000000 Penalty: 5101.581055
	Iteration 194Q: 3 clusters Score -3985013 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3985053.500000 Penalty: 5101.581055
	Iteration 195Q: 3 clusters Score -3985054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3985088.250000 Penalty: 5101.581055
	Iteration 196Q: 3 clusters Score -3985088 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3985144.250000 Penalty: 5101.581055
	Iteration 197Q: 3 clusters Score -3985144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3985194.750000 Penalty: 5101.581055
	Iteration 198Q: 3 clusters Score -3985195 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3985253.000000 Penalty: 5101.581055
	Iteration 199Q: 3 clusters Score -3985253 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3985274.250000 Penalty: 5101.581055
	Iteration 200F: 3 clusters Score -3985274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3985308.250000 Penalty: 5101.581055
	Iteration 201Q: 3 clusters Score -3985308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3985316.500000 Penalty: 5101.581055
	Iteration 202Q: 3 clusters Score -3985316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3985336.750000 Penalty: 5101.581055
	Iteration 203Q: 3 clusters Score -3985337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3985351.000000 Penalty: 5101.581055
	Iteration 204Q: 3 clusters Score -3985351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3985371.750000 Penalty: 5101.581055
	Iteration 205Q: 3 clusters Score -3985372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -3985393.750000 Penalty: 5101.581055
	Iteration 206Q: 3 clusters Score -3985394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3985414.250000 Penalty: 5101.581055
	Iteration 207Q: 3 clusters Score -3985414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -3985425.000000 Penalty: 5101.581055
	Iteration 208Q: 3 clusters Score -3985425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3985439.750000 Penalty: 5101.581055
	Iteration 209Q: 3 clusters Score -3985440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -3985452.750000 Penalty: 5101.581055
	Iteration 210Q: 3 clusters Score -3985453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3985465.750000 Penalty: 5101.581055
	Iteration 211Q: 3 clusters Score -3985466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3985476.500000 Penalty: 5101.581055
	Iteration 212Q: 3 clusters Score -3985476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3985471.250000 Penalty: 5101.581055
	Iteration 213Q: 3 clusters Score -3985471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3985475.000000 Penalty: 5101.581055
	Iteration 214Q: 3 clusters Score -3985475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -3985480.000000 Penalty: 5101.581055
	Iteration 215Q: 3 clusters Score -3985480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -3985483.750000 Penalty: 5101.581055
	Iteration 216Q: 3 clusters Score -3985484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3985487.000000 Penalty: 5101.581055
	Iteration 217Q: 3 clusters Score -3985487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3985489.250000 Penalty: 5101.581055
	Iteration 218Q: 3 clusters Score -3985489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3985496.750000 Penalty: 5101.581055
	Iteration 219Q: 3 clusters Score -3985497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3985503.750000 Penalty: 5101.581055
	Iteration 220F: 3 clusters Score -3985504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3985499.750000 Penalty: 5101.581055
	Iteration 221Q: 3 clusters Score -3985500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3985506.000000 Penalty: 5101.581055
	Iteration 222Q: 3 clusters Score -3985506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3985506.750000 Penalty: 5101.581055
	Iteration 223Q: 3 clusters Score -3985507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -3985506.750000 Penalty: 5101.581055
	Iteration 224Q: 3 clusters Score -3985507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -3985506.750000 Penalty: 5101.581055
	Iteration 225F: 3 clusters Score -3985507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Entering Unmasked Estep 
Score: -3998230.750000 Penalty: 2551.263916
	Iteration 0F: 2 clusters Score -3998231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3977999.500000 Penalty: 5102.527832
	Iteration 0F: 3 clusters Score -3978000 nChanged 13325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3985317.250000 Penalty: 5102.527832
	Iteration 1F: 3 clusters Score -3985317 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3985877.500000 Penalty: 5102.527832
	Iteration 2F: 3 clusters Score -3985878 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3986567.500000 Penalty: 5102.527832
	Iteration 3F: 3 clusters Score -3986568 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3987448.750000 Penalty: 5102.527832
	Iteration 4F: 3 clusters Score -3987449 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3988771.250000 Penalty: 5102.527832
	Iteration 5F: 3 clusters Score -3988771 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3990500.250000 Penalty: 5102.527832
	Iteration 6F: 3 clusters Score -3990500 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3992548.250000 Penalty: 5102.527832
	Iteration 7F: 3 clusters Score -3992548 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3994251.750000 Penalty: 5102.527832
	Iteration 8F: 3 clusters Score -3994252 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3995177.000000 Penalty: 5102.527832
	Iteration 9Q: 3 clusters Score -3995177 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3995572.250000 Penalty: 5102.527832
	Iteration 10Q: 3 clusters Score -3995572 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3995755.750000 Penalty: 5102.527832
	Iteration 11Q: 3 clusters Score -3995756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3995843.250000 Penalty: 5102.527832
	Iteration 12Q: 3 clusters Score -3995843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3995899.750000 Penalty: 5102.527832
	Iteration 13Q: 3 clusters Score -3995900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3995924.500000 Penalty: 5102.527832
	Iteration 14Q: 3 clusters Score -3995924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -3995945.000000 Penalty: 5102.527832
	Iteration 15Q: 3 clusters Score -3995945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3995961.750000 Penalty: 5102.527832
	Iteration 16Q: 3 clusters Score -3995962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -3995967.750000 Penalty: 5102.527832
	Iteration 17Q: 3 clusters Score -3995968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3995982.000000 Penalty: 5102.527832
	Iteration 18Q: 3 clusters Score -3995982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3995992.000000 Penalty: 5102.527832
	Iteration 19Q: 3 clusters Score -3995992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -3995991.250000 Penalty: 5102.527832
	Iteration 20F: 3 clusters Score -3995991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159264 members 
Entering Unmasked Estep 
Score: -21372270.000000 Penalty: 2970.622803
	Iteration 0F: 2 clusters Score -2.137227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -21266694.000000 Penalty: 5941.245605
	Iteration 0F: 3 clusters Score -2.126669e+07 nChanged 76089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -21310930.000000 Penalty: 5941.245605
	Iteration 1F: 3 clusters Score -2.131093e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -21311948.000000 Penalty: 5941.245605
	Iteration 2Q: 3 clusters Score -2.131195e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -21313450.000000 Penalty: 5941.245605
	Iteration 3Q: 3 clusters Score -2.131345e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -21315386.000000 Penalty: 5941.245605
	Iteration 4Q: 3 clusters Score -2.131539e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 75607 members 
Entering Unmasked Estep 
Score: -21318012.000000 Penalty: 5941.245605
	Iteration 5Q: 3 clusters Score -2.131801e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -21321398.000000 Penalty: 5941.245605
	Iteration 6Q: 3 clusters Score -2.13214e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -21325850.000000 Penalty: 5941.245605
	Iteration 7F: 3 clusters Score -2.132585e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94515 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -21331676.000000 Penalty: 5941.245605
	Iteration 8F: 3 clusters Score -2.133168e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -21338424.000000 Penalty: 5941.245605
	Iteration 9F: 3 clusters Score -2.133842e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104326 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -21344062.000000 Penalty: 5941.245605
	Iteration 10F: 3 clusters Score -2.134406e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -21348378.000000 Penalty: 5941.245605
	Iteration 11Q: 3 clusters Score -2.134838e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111909 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -21350892.000000 Penalty: 5941.245605
	Iteration 12Q: 3 clusters Score -2.135089e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -21352718.000000 Penalty: 5941.245605
	Iteration 13Q: 3 clusters Score -2.135272e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118237 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -21354354.000000 Penalty: 5941.245605
	Iteration 14Q: 3 clusters Score -2.135435e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121370 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -21355776.000000 Penalty: 5941.245605
	Iteration 15Q: 3 clusters Score -2.135578e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124511 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -21357242.000000 Penalty: 5941.245605
	Iteration 16Q: 3 clusters Score -2.135724e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127605 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -21358662.000000 Penalty: 5941.245605
	Iteration 17Q: 3 clusters Score -2.135866e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130590 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -21360008.000000 Penalty: 5941.245605
	Iteration 18Q: 3 clusters Score -2.136001e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -21361538.000000 Penalty: 5941.245605
	Iteration 19Q: 3 clusters Score -2.136154e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136068 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -21362744.000000 Penalty: 5941.245605
	Iteration 20F: 3 clusters Score -2.136274e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138450 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -21363750.000000 Penalty: 5941.245605
	Iteration 21Q: 3 clusters Score -2.136375e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140616 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -21364806.000000 Penalty: 5941.245605
	Iteration 22Q: 3 clusters Score -2.136481e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142657 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -21365752.000000 Penalty: 5941.245605
	Iteration 23Q: 3 clusters Score -2.136575e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -21366668.000000 Penalty: 5941.245605
	Iteration 24Q: 3 clusters Score -2.136667e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146039 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -21367340.000000 Penalty: 5941.245605
	Iteration 25Q: 3 clusters Score -2.136734e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147453 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -21367910.000000 Penalty: 5941.245605
	Iteration 26Q: 3 clusters Score -2.136791e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148656 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -21368316.000000 Penalty: 5941.245605
	Iteration 27Q: 3 clusters Score -2.136832e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -21368718.000000 Penalty: 5941.245605
	Iteration 28Q: 3 clusters Score -2.136872e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150698 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -21369044.000000 Penalty: 5941.245605
	Iteration 29Q: 3 clusters Score -2.136904e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151574 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -21369374.000000 Penalty: 5941.245605
	Iteration 30Q: 3 clusters Score -2.136937e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152339 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -21369616.000000 Penalty: 5941.245605
	Iteration 31Q: 3 clusters Score -2.136962e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152976 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -21369820.000000 Penalty: 5941.245605
	Iteration 32Q: 3 clusters Score -2.136982e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153537 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -21369982.000000 Penalty: 5941.245605
	Iteration 33Q: 3 clusters Score -2.136998e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154011 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -21370158.000000 Penalty: 5941.245605
	Iteration 34Q: 3 clusters Score -2.137016e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154395 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -21370162.000000 Penalty: 5941.245605
	Iteration 35Q: 3 clusters Score -2.137016e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -21370248.000000 Penalty: 5941.245605
	Iteration 36Q: 3 clusters Score -2.137025e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155063 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -21370304.000000 Penalty: 5941.245605
	Iteration 37Q: 3 clusters Score -2.13703e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155317 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -21370322.000000 Penalty: 5941.245605
	Iteration 38Q: 3 clusters Score -2.137032e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -21370400.000000 Penalty: 5941.245605
	Iteration 39Q: 3 clusters Score -2.13704e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155703 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -21370444.000000 Penalty: 5941.245605
	Iteration 40F: 3 clusters Score -2.137044e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155858 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -21370496.000000 Penalty: 5941.245605
	Iteration 41Q: 3 clusters Score -2.13705e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156002 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -21370534.000000 Penalty: 5941.245605
	Iteration 42Q: 3 clusters Score -2.137053e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156130 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -21370556.000000 Penalty: 5941.245605
	Iteration 43Q: 3 clusters Score -2.137056e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156256 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -21370574.000000 Penalty: 5941.245605
	Iteration 44Q: 3 clusters Score -2.137057e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156359 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -21370600.000000 Penalty: 5941.245605
	Iteration 45Q: 3 clusters Score -2.13706e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156436 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -21370630.000000 Penalty: 5941.245605
	Iteration 46Q: 3 clusters Score -2.137063e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -21370642.000000 Penalty: 5941.245605
	Iteration 47Q: 3 clusters Score -2.137064e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156572 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -21370638.000000 Penalty: 5941.245605
	Iteration 48Q: 3 clusters Score -2.137064e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156625 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -21370684.000000 Penalty: 5941.245605
	Iteration 49Q: 3 clusters Score -2.137068e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -21370712.000000 Penalty: 5941.245605
	Iteration 50Q: 3 clusters Score -2.137071e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156737 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -21370752.000000 Penalty: 5941.245605
	Iteration 51Q: 3 clusters Score -2.137075e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156781 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -21370752.000000 Penalty: 5941.245605
	Iteration 52Q: 3 clusters Score -2.137075e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156824 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -21370752.000000 Penalty: 5941.245605
	Iteration 53Q: 3 clusters Score -2.137075e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156863 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -21370728.000000 Penalty: 5941.245605
	Iteration 54Q: 3 clusters Score -2.137073e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156909 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -21370756.000000 Penalty: 5941.245605
	Iteration 55Q: 3 clusters Score -2.137076e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156935 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -21370740.000000 Penalty: 5941.245605
	Iteration 56Q: 3 clusters Score -2.137074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -21370748.000000 Penalty: 5941.245605
	Iteration 57Q: 3 clusters Score -2.137075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156965 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -21370750.000000 Penalty: 5941.245605
	Iteration 58Q: 3 clusters Score -2.137075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -21370758.000000 Penalty: 5941.245605
	Iteration 59Q: 3 clusters Score -2.137076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156976 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -21370754.000000 Penalty: 5941.245605
	Iteration 60F: 3 clusters Score -2.137075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156981 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -21370740.000000 Penalty: 5941.245605
	Iteration 61Q: 3 clusters Score -2.137074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156984 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -21370760.000000 Penalty: 5941.245605
	Iteration 62Q: 3 clusters Score -2.137076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21370764.000000 Penalty: 5941.245605
	Iteration 63Q: 3 clusters Score -2.137076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21370754.000000 Penalty: 5941.245605
	Iteration 64Q: 3 clusters Score -2.137075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156998 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -21370758.000000 Penalty: 5941.245605
	Iteration 65Q: 3 clusters Score -2.137076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157004 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21370744.000000 Penalty: 5941.245605
	Iteration 66Q: 3 clusters Score -2.137074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157004 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21370744.000000 Penalty: 5941.245605
	Iteration 67Q: 3 clusters Score -2.137074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157005 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -21370754.000000 Penalty: 5941.245605
	Iteration 68Q: 3 clusters Score -2.137075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157007 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -21370748.000000 Penalty: 5941.245605
	Iteration 69Q: 3 clusters Score -2.137075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157009 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21370732.000000 Penalty: 5941.245605
	Iteration 70Q: 3 clusters Score -2.137073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157012 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -21370746.000000 Penalty: 5941.245605
	Iteration 71Q: 3 clusters Score -2.137075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21370744.000000 Penalty: 5941.245605
	Iteration 72Q: 3 clusters Score -2.137074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -21370738.000000 Penalty: 5941.245605
	Iteration 73Q: 3 clusters Score -2.137074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157022 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -21370738.000000 Penalty: 5941.245605
	Iteration 74Q: 3 clusters Score -2.137074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157024 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -21370736.000000 Penalty: 5941.245605
	Iteration 75Q: 3 clusters Score -2.137074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -21370738.000000 Penalty: 5941.245605
	Iteration 76Q: 3 clusters Score -2.137074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -21370738.000000 Penalty: 5941.245605
	Iteration 77F: 3 clusters Score -2.137074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -473687.968750 Penalty: 2037.790894
	Iteration 0F: 2 clusters Score -473688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -469936.906250 Penalty: 4075.581787
	Iteration 0F: 3 clusters Score -469936.9 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -470755.125000 Penalty: 4075.581787
	Iteration 1F: 3 clusters Score -470755.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -471062.468750 Penalty: 4075.581787
	Iteration 2F: 3 clusters Score -471062.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -471309.125000 Penalty: 4075.581787
	Iteration 3F: 3 clusters Score -471309.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -471508.937500 Penalty: 4075.581787
	Iteration 4F: 3 clusters Score -471508.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -471649.843750 Penalty: 4075.581787
	Iteration 5F: 3 clusters Score -471649.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -471770.781250 Penalty: 4075.581787
	Iteration 6Q: 3 clusters Score -471770.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -471869.812500 Penalty: 4075.581787
	Iteration 7Q: 3 clusters Score -471869.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -471938.406250 Penalty: 4075.581787
	Iteration 8Q: 3 clusters Score -471938.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -472005.312500 Penalty: 4075.581787
	Iteration 9Q: 3 clusters Score -472005.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -472064.593750 Penalty: 4075.581787
	Iteration 10Q: 3 clusters Score -472064.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -472103.343750 Penalty: 4075.581787
	Iteration 11Q: 3 clusters Score -472103.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -472136.250000 Penalty: 4075.581787
	Iteration 12Q: 3 clusters Score -472136.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -472156.187500 Penalty: 4075.581787
	Iteration 13Q: 3 clusters Score -472156.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -472179.343750 Penalty: 4075.581787
	Iteration 14Q: 3 clusters Score -472179.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -472198.218750 Penalty: 4075.581787
	Iteration 15Q: 3 clusters Score -472198.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -472210.718750 Penalty: 4075.581787
	Iteration 16Q: 3 clusters Score -472210.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -472222.593750 Penalty: 4075.581787
	Iteration 17Q: 3 clusters Score -472222.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -472228.781250 Penalty: 4075.581787
	Iteration 18Q: 3 clusters Score -472228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -472231.593750 Penalty: 4075.581787
	Iteration 19Q: 3 clusters Score -472231.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -472233.906250 Penalty: 4075.581787
	Iteration 20F: 3 clusters Score -472233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -472233.781250 Penalty: 4075.581787
	Iteration 21Q: 3 clusters Score -472233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -472235.031250 Penalty: 4075.581787
	Iteration 22Q: 3 clusters Score -472235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -472235.031250 Penalty: 4075.581787
	Iteration 23F: 3 clusters Score -472235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Entering Unmasked Estep 
Score: -23390268.000000 Penalty: 2991.697998
	Iteration 0F: 2 clusters Score -2.339027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -23279092.000000 Penalty: 5983.395996
	Iteration 0F: 3 clusters Score -2.327909e+07 nChanged 82970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91915 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -23327704.000000 Penalty: 5983.395996
	Iteration 1F: 3 clusters Score -2.33277e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -23329322.000000 Penalty: 5983.395996
	Iteration 2Q: 3 clusters Score -2.332932e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -23332042.000000 Penalty: 5983.395996
	Iteration 3Q: 3 clusters Score -2.333204e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109428 members 
Mstep: Class 2 contains 63962 members 
Entering Unmasked Estep 
Score: -23336826.000000 Penalty: 5983.395996
	Iteration 4F: 3 clusters Score -2.333683e+07 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121300 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -23345942.000000 Penalty: 5983.395996
	Iteration 5F: 3 clusters Score -2.334594e+07 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135780 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -23359110.000000 Penalty: 5983.395996
	Iteration 6F: 3 clusters Score -2.335911e+07 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149440 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -23372678.000000 Penalty: 5983.395996
	Iteration 7F: 3 clusters Score -2.337268e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158804 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -23381734.000000 Penalty: 5983.395996
	Iteration 8F: 3 clusters Score -2.338173e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164166 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -23385870.000000 Penalty: 5983.395996
	Iteration 9Q: 3 clusters Score -2.338587e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167195 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -23387412.000000 Penalty: 5983.395996
	Iteration 10Q: 3 clusters Score -2.338741e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169035 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -23388068.000000 Penalty: 5983.395996
	Iteration 11Q: 3 clusters Score -2.338807e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -23388226.000000 Penalty: 5983.395996
	Iteration 12Q: 3 clusters Score -2.338823e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -23388360.000000 Penalty: 5983.395996
	Iteration 13Q: 3 clusters Score -2.338836e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171165 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -23388378.000000 Penalty: 5983.395996
	Iteration 14Q: 3 clusters Score -2.338838e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171485 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -23388430.000000 Penalty: 5983.395996
	Iteration 15Q: 3 clusters Score -2.338843e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171711 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -23388446.000000 Penalty: 5983.395996
	Iteration 16Q: 3 clusters Score -2.338845e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171877 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -23388392.000000 Penalty: 5983.395996
	Iteration 17Q: 3 clusters Score -2.338839e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171996 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -23388364.000000 Penalty: 5983.395996
	Iteration 18Q: 3 clusters Score -2.338836e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172091 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -23388388.000000 Penalty: 5983.395996
	Iteration 19Q: 3 clusters Score -2.338839e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172161 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -23388370.000000 Penalty: 5983.395996
	Iteration 20F: 3 clusters Score -2.338837e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172221 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -23388372.000000 Penalty: 5983.395996
	Iteration 21Q: 3 clusters Score -2.338837e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172265 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -23388364.000000 Penalty: 5983.395996
	Iteration 22Q: 3 clusters Score -2.338836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172294 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -23388348.000000 Penalty: 5983.395996
	Iteration 23Q: 3 clusters Score -2.338835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172314 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -23388366.000000 Penalty: 5983.395996
	Iteration 24Q: 3 clusters Score -2.338837e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172329 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -23388334.000000 Penalty: 5983.395996
	Iteration 25Q: 3 clusters Score -2.338833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172343 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -23388344.000000 Penalty: 5983.395996
	Iteration 26Q: 3 clusters Score -2.338834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172351 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -23388342.000000 Penalty: 5983.395996
	Iteration 27Q: 3 clusters Score -2.338834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172365 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -23388344.000000 Penalty: 5983.395996
	Iteration 28Q: 3 clusters Score -2.338834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172377 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -23388354.000000 Penalty: 5983.395996
	Iteration 29Q: 3 clusters Score -2.338835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172387 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -23388364.000000 Penalty: 5983.395996
	Iteration 30Q: 3 clusters Score -2.338836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172400 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -23388332.000000 Penalty: 5983.395996
	Iteration 31Q: 3 clusters Score -2.338833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172409 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -23388348.000000 Penalty: 5983.395996
	Iteration 32Q: 3 clusters Score -2.338835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172416 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -23388336.000000 Penalty: 5983.395996
	Iteration 33Q: 3 clusters Score -2.338834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172426 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -23388344.000000 Penalty: 5983.395996
	Iteration 34Q: 3 clusters Score -2.338834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172437 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -23388344.000000 Penalty: 5983.395996
	Iteration 35Q: 3 clusters Score -2.338834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172450 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -23388348.000000 Penalty: 5983.395996
	Iteration 36Q: 3 clusters Score -2.338835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172461 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -23388346.000000 Penalty: 5983.395996
	Iteration 37Q: 3 clusters Score -2.338835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172471 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -23388348.000000 Penalty: 5983.395996
	Iteration 38Q: 3 clusters Score -2.338835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172479 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -23388352.000000 Penalty: 5983.395996
	Iteration 39Q: 3 clusters Score -2.338835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172485 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -23388346.000000 Penalty: 5983.395996
	Iteration 40F: 3 clusters Score -2.338835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172490 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -23388340.000000 Penalty: 5983.395996
	Iteration 41Q: 3 clusters Score -2.338834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172494 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -23388350.000000 Penalty: 5983.395996
	Iteration 42Q: 3 clusters Score -2.338835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -23388358.000000 Penalty: 5983.395996
	Iteration 43Q: 3 clusters Score -2.338836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -23388358.000000 Penalty: 5983.395996
	Iteration 44F: 3 clusters Score -2.338836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -211703.453125 Penalty: 1840.896851
	Iteration 0F: 2 clusters Score -211703.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209365.687500 Penalty: 3681.793701
	Iteration 0F: 3 clusters Score -209365.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -209907.781250 Penalty: 3681.793701
	Iteration 1F: 3 clusters Score -209907.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -210148.843750 Penalty: 3681.793701
	Iteration 2F: 3 clusters Score -210148.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -210386.953125 Penalty: 3681.793701
	Iteration 3F: 3 clusters Score -210387 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -210656.015625 Penalty: 3681.793701
	Iteration 4F: 3 clusters Score -210656 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -210834.843750 Penalty: 3681.793701
	Iteration 5F: 3 clusters Score -210834.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -210959.328125 Penalty: 3681.793701
	Iteration 6F: 3 clusters Score -210959.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -211039.375000 Penalty: 3681.793701
	Iteration 7Q: 3 clusters Score -211039.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -211098.390625 Penalty: 3681.793701
	Iteration 8Q: 3 clusters Score -211098.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -211143.406250 Penalty: 3681.793701
	Iteration 9Q: 3 clusters Score -211143.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -211181.296875 Penalty: 3681.793701
	Iteration 10Q: 3 clusters Score -211181.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -211201.406250 Penalty: 3681.793701
	Iteration 11Q: 3 clusters Score -211201.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -211217.859375 Penalty: 3681.793701
	Iteration 12Q: 3 clusters Score -211217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -211232.734375 Penalty: 3681.793701
	Iteration 13Q: 3 clusters Score -211232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -211243.765625 Penalty: 3681.793701
	Iteration 14Q: 3 clusters Score -211243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -211249.484375 Penalty: 3681.793701
	Iteration 15Q: 3 clusters Score -211249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -211255.703125 Penalty: 3681.793701
	Iteration 16Q: 3 clusters Score -211255.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -211261.953125 Penalty: 3681.793701
	Iteration 17Q: 3 clusters Score -211262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -211267.671875 Penalty: 3681.793701
	Iteration 18Q: 3 clusters Score -211267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -211271.812500 Penalty: 3681.793701
	Iteration 19Q: 3 clusters Score -211271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -211274.031250 Penalty: 3681.793701
	Iteration 20F: 3 clusters Score -211274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -211277.140625 Penalty: 3681.793701
	Iteration 21Q: 3 clusters Score -211277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -211277.140625 Penalty: 3681.793701
	Iteration 22F: 3 clusters Score -211277.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -204727.890625 Penalty: 1840.896851
	Iteration 0F: 2 clusters Score -204727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -202476.500000 Penalty: 3681.793701
	Iteration 0F: 3 clusters Score -202476.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -203115.500000 Penalty: 3681.793701
	Iteration 1F: 3 clusters Score -203115.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -203353.875000 Penalty: 3681.793701
	Iteration 2F: 3 clusters Score -203353.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -203495.609375 Penalty: 3681.793701
	Iteration 3F: 3 clusters Score -203495.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -203585.171875 Penalty: 3681.793701
	Iteration 4Q: 3 clusters Score -203585.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -203638.968750 Penalty: 3681.793701
	Iteration 5Q: 3 clusters Score -203639 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -203689.812500 Penalty: 3681.793701
	Iteration 6Q: 3 clusters Score -203689.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -203715.125000 Penalty: 3681.793701
	Iteration 7Q: 3 clusters Score -203715.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -203730.000000 Penalty: 3681.793701
	Iteration 8Q: 3 clusters Score -203730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -203741.906250 Penalty: 3681.793701
	Iteration 9Q: 3 clusters Score -203741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -203748.968750 Penalty: 3681.793701
	Iteration 10Q: 3 clusters Score -203749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -203751.546875 Penalty: 3681.793701
	Iteration 11Q: 3 clusters Score -203751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -203755.375000 Penalty: 3681.793701
	Iteration 12Q: 3 clusters Score -203755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -203758.296875 Penalty: 3681.793701
	Iteration 13Q: 3 clusters Score -203758.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -203759.015625 Penalty: 3681.793701
	Iteration 14Q: 3 clusters Score -203759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -203759.015625 Penalty: 3681.793701
	Iteration 15F: 3 clusters Score -203759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -151803.890625 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -151803.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -149700.437500 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -149700.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -150072.578125 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -150072.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -150205.781250 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -150205.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -150297.093750 Penalty: 3533.741211
	Iteration 3Q: 3 clusters Score -150297.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150339.515625 Penalty: 3533.741211
	Iteration 4Q: 3 clusters Score -150339.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -150387.359375 Penalty: 3533.741211
	Iteration 5Q: 3 clusters Score -150387.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -150434.328125 Penalty: 3533.741211
	Iteration 6Q: 3 clusters Score -150434.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150466.390625 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -150466.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -150483.156250 Penalty: 3533.741211
	Iteration 8Q: 3 clusters Score -150483.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -150496.187500 Penalty: 3533.741211
	Iteration 9Q: 3 clusters Score -150496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -150504.218750 Penalty: 3533.741211
	Iteration 10Q: 3 clusters Score -150504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -150510.781250 Penalty: 3533.741211
	Iteration 11Q: 3 clusters Score -150510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -150517.031250 Penalty: 3533.741211
	Iteration 12Q: 3 clusters Score -150517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -150526.453125 Penalty: 3533.741211
	Iteration 13Q: 3 clusters Score -150526.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -150540.687500 Penalty: 3533.741211
	Iteration 14Q: 3 clusters Score -150540.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -150552.562500 Penalty: 3533.741211
	Iteration 15Q: 3 clusters Score -150552.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -150568.359375 Penalty: 3533.741211
	Iteration 16Q: 3 clusters Score -150568.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -150599.250000 Penalty: 3533.741211
	Iteration 17Q: 3 clusters Score -150599.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -150624.953125 Penalty: 3533.741211
	Iteration 18Q: 3 clusters Score -150625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -150653.328125 Penalty: 3533.741211
	Iteration 19Q: 3 clusters Score -150653.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -150679.703125 Penalty: 3533.741211
	Iteration 20F: 3 clusters Score -150679.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -150723.718750 Penalty: 3533.741211
	Iteration 21Q: 3 clusters Score -150723.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -150776.281250 Penalty: 3533.741211
	Iteration 22Q: 3 clusters Score -150776.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -150825.312500 Penalty: 3533.741211
	Iteration 23Q: 3 clusters Score -150825.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -150875.250000 Penalty: 3533.741211
	Iteration 24Q: 3 clusters Score -150875.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -150930.093750 Penalty: 3533.741211
	Iteration 25Q: 3 clusters Score -150930.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -151011.640625 Penalty: 3533.741211
	Iteration 26Q: 3 clusters Score -151011.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -151167.312500 Penalty: 3533.741211
	Iteration 27Q: 3 clusters Score -151167.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -151423.515625 Penalty: 3533.741211
	Iteration 28Q: 3 clusters Score -151423.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -151586.984375 Penalty: 3533.741211
	Iteration 29Q: 3 clusters Score -151587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -151661.453125 Penalty: 3533.741211
	Iteration 30Q: 3 clusters Score -151661.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -151763.359375 Penalty: 3533.741211
	Iteration 31Q: 3 clusters Score -151763.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -151862.906250 Penalty: 3533.741211
	Iteration 32Q: 3 clusters Score -151862.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -151912.515625 Penalty: 3533.741211
	Iteration 33Q: 3 clusters Score -151912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -151954.000000 Penalty: 3533.741211
	Iteration 34Q: 3 clusters Score -151954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -151995.062500 Penalty: 3533.741211
	Iteration 35Q: 3 clusters Score -151995.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152021.296875 Penalty: 3533.741211
	Iteration 36Q: 3 clusters Score -152021.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -152047.953125 Penalty: 3533.741211
	Iteration 37Q: 3 clusters Score -152048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -152066.734375 Penalty: 3533.741211
	Iteration 38Q: 3 clusters Score -152066.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152078.500000 Penalty: 3533.741211
	Iteration 39Q: 3 clusters Score -152078.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -152087.015625 Penalty: 3533.741211
	Iteration 40F: 3 clusters Score -152087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -152097.812500 Penalty: 3533.741211
	Iteration 41Q: 3 clusters Score -152097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -152108.453125 Penalty: 3533.741211
	Iteration 42Q: 3 clusters Score -152108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -152119.953125 Penalty: 3533.741211
	Iteration 43Q: 3 clusters Score -152120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -152141.218750 Penalty: 3533.741211
	Iteration 44Q: 3 clusters Score -152141.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -152187.671875 Penalty: 3533.741211
	Iteration 45Q: 3 clusters Score -152187.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -152225.015625 Penalty: 3533.741211
	Iteration 46Q: 3 clusters Score -152225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -152259.187500 Penalty: 3533.741211
	Iteration 47Q: 3 clusters Score -152259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -152268.375000 Penalty: 3533.741211
	Iteration 48Q: 3 clusters Score -152268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -152272.625000 Penalty: 3533.741211
	Iteration 49Q: 3 clusters Score -152272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -152274.812500 Penalty: 3533.741211
	Iteration 50Q: 3 clusters Score -152274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -152274.812500 Penalty: 3533.741211
	Iteration 51F: 3 clusters Score -152274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 176037 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 160148 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 173390 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 452 members 
Entering Unmasked Estep 
Score: -144371744.000000 Penalty: 72426.367188
Splitting cluster 20 changes total score from -144372960.000000 to -144371744.000000
So it's not getting split.
--- Evaluating fit on full set of 3286603 points ---
Entering Unmasked Estep 
Score: -427661056.000000 Penalty: 74426.609375
20->21 Clusters: Score -427661056.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1095534 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 54725 members 
Mstep: Class 3 contains 54899 members 
Mstep: Class 4 contains 54618 members 
Mstep: Class 5 contains 54943 members 
Mstep: Class 6 contains 54921 members 
Mstep: Class 7 contains 54756 members 
Mstep: Class 8 contains 55222 members 
Mstep: Class 9 contains 54159 members 
Mstep: Class 10 contains 54734 members 
Mstep: Class 11 contains 54450 members 
Mstep: Class 12 contains 54872 members 
Mstep: Class 13 contains 54801 members 
Mstep: Class 14 contains 54770 members 
Mstep: Class 15 contains 54473 members 
Mstep: Class 16 contains 55069 members 
Mstep: Class 17 contains 54855 members 
Mstep: Class 18 contains 54553 members 
Mstep: Class 19 contains 54923 members 
Mstep: Class 20 contains 55030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1171.059814 but Gain 3448.875000
Score: -140423984.000000 Penalty: 65528.617188
Iteration 0F: 20 clusters Score -1.40424e+08 nChanged 1036620
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 39573 members 
Mstep: Class 3 contains 42227 members 
Mstep: Class 4 contains 86768 members 
Mstep: Class 5 contains 28041 members 
Mstep: Class 6 contains 66088 members 
Mstep: Class 7 contains 54616 members 
Mstep: Class 8 contains 42580 members 
Mstep: Class 9 contains 35499 members 
Mstep: Class 10 contains 58317 members 
Mstep: Class 11 contains 64083 members 
Mstep: Class 12 contains 38009 members 
Mstep: Class 13 contains 37766 members 
Mstep: Class 14 contains 28937 members 
Mstep: Class 16 contains 114404 members 
Mstep: Class 17 contains 22457 members 
Mstep: Class 18 contains 111915 members 
Mstep: Class 19 contains 84149 members 
Mstep: Class 20 contains 98604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142744256.000000 Penalty: 65528.617188
Iteration 1F: 20 clusters Score -1.427443e+08 nChanged 359591
Entering Unmasked Mstep 
Mstep: Class 0 contains 1185 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 31424 members 
Mstep: Class 3 contains 33300 members 
Mstep: Class 4 contains 118902 members 
Mstep: Class 5 contains 21153 members 
Mstep: Class 6 contains 66686 members 
Mstep: Class 7 contains 44803 members 
Mstep: Class 8 contains 40143 members 
Mstep: Class 9 contains 22550 members 
Mstep: Class 10 contains 65524 members 
Mstep: Class 11 contains 55356 members 
Mstep: Class 12 contains 34385 members 
Mstep: Class 13 contains 28921 members 
Mstep: Class 14 contains 18991 members 
Mstep: Class 16 contains 138143 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 141216 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 110751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143270080.000000 Penalty: 65528.617188
Iteration 2F: 20 clusters Score -1.432701e+08 nChanged 244384
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 22227 members 
Mstep: Class 3 contains 25559 members 
Mstep: Class 4 contains 131663 members 
Mstep: Class 5 contains 23357 members 
Mstep: Class 6 contains 60884 members 
Mstep: Class 7 contains 46092 members 
Mstep: Class 8 contains 33757 members 
Mstep: Class 9 contains 14785 members 
Mstep: Class 10 contains 61676 members 
Mstep: Class 11 contains 46298 members 
Mstep: Class 12 contains 26062 members 
Mstep: Class 13 contains 24770 members 
Mstep: Class 14 contains 10150 members 
Mstep: Class 16 contains 170810 members 
Mstep: Class 17 contains 9508 members 
Mstep: Class 18 contains 163921 members 
Mstep: Class 19 contains 75700 members 
Mstep: Class 20 contains 129221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143550512.000000 Penalty: 65528.617188
Iteration 3F: 20 clusters Score -1.435505e+08 nChanged 191966
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 18546 members 
Mstep: Class 4 contains 133895 members 
Mstep: Class 5 contains 29711 members 
Mstep: Class 6 contains 51827 members 
Mstep: Class 7 contains 50376 members 
Mstep: Class 8 contains 27563 members 
Mstep: Class 9 contains 10113 members 
Mstep: Class 10 contains 52765 members 
Mstep: Class 11 contains 37050 members 
Mstep: Class 12 contains 17385 members 
Mstep: Class 13 contains 23199 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 16 contains 201600 members 
Mstep: Class 17 contains 5258 members 
Mstep: Class 18 contains 184851 members 
Mstep: Class 19 contains 73902 members 
Mstep: Class 20 contains 145585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3425.381592 but Gain 3448.875000
Score: -143720496.000000 Penalty: 62079.742188
Iteration 4F: 19 clusters Score -1.437205e+08 nChanged 164227
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8704 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 129929 members 
Mstep: Class 5 contains 35563 members 
Mstep: Class 6 contains 41765 members 
Mstep: Class 7 contains 54142 members 
Mstep: Class 8 contains 23461 members 
Mstep: Class 9 contains 7177 members 
Mstep: Class 10 contains 43882 members 
Mstep: Class 11 contains 28196 members 
Mstep: Class 12 contains 10839 members 
Mstep: Class 13 contains 23952 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 16 contains 231073 members 
Mstep: Class 18 contains 200154 members 
Mstep: Class 19 contains 71735 members 
Mstep: Class 20 contains 160463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143833680.000000 Penalty: 62079.742188
Iteration 5F: 19 clusters Score -1.438337e+08 nChanged 141247
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5418 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 122654 members 
Mstep: Class 5 contains 39440 members 
Mstep: Class 6 contains 32205 members 
Mstep: Class 7 contains 57166 members 
Mstep: Class 8 contains 21587 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 37962 members 
Mstep: Class 11 contains 20521 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 25792 members 
Mstep: Class 14 contains 4215 members 
Mstep: Class 16 contains 254830 members 
Mstep: Class 18 contains 203068 members 
Mstep: Class 19 contains 69493 members 
Mstep: Class 20 contains 176237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2103.054932 but Gain 3448.875000
Score: -143913712.000000 Penalty: 58630.867188
Iteration 6F: 18 clusters Score -1.439137e+08 nChanged 125985
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 3623 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 115291 members 
Mstep: Class 5 contains 42191 members 
Mstep: Class 6 contains 23852 members 
Mstep: Class 7 contains 61038 members 
Mstep: Class 8 contains 21476 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 10 contains 35304 members 
Mstep: Class 11 contains 14799 members 
Mstep: Class 12 contains 4621 members 
Mstep: Class 13 contains 27358 members 
Mstep: Class 14 contains 4128 members 
Mstep: Class 16 contains 269419 members 
Mstep: Class 18 contains 197433 members 
Mstep: Class 19 contains 67648 members 
Mstep: Class 20 contains 196457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143977920.000000 Penalty: 58630.867188
Iteration 7F: 18 clusters Score -1.439779e+08 nChanged 108059
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 108217 members 
Mstep: Class 5 contains 44679 members 
Mstep: Class 6 contains 16796 members 
Mstep: Class 7 contains 65399 members 
Mstep: Class 8 contains 21852 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 34321 members 
Mstep: Class 11 contains 10485 members 
Mstep: Class 12 contains 3857 members 
Mstep: Class 13 contains 28244 members 
Mstep: Class 14 contains 4101 members 
Mstep: Class 16 contains 272556 members 
Mstep: Class 18 contains 187986 members 
Mstep: Class 19 contains 65421 members 
Mstep: Class 20 contains 219983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3056.293945 but Gain 3448.871094
Score: -144026336.000000 Penalty: 55181.996094
Iteration 8F: 17 clusters Score -1.440263e+08 nChanged 95219
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 102985 members 
Mstep: Class 5 contains 47520 members 
Mstep: Class 6 contains 11476 members 
Mstep: Class 7 contains 71276 members 
Mstep: Class 8 contains 22241 members 
Mstep: Class 10 contains 34149 members 
Mstep: Class 11 contains 7449 members 
Mstep: Class 12 contains 3733 members 
Mstep: Class 13 contains 28713 members 
Mstep: Class 14 contains 4105 members 
Mstep: Class 16 contains 267688 members 
Mstep: Class 18 contains 178910 members 
Mstep: Class 19 contains 63318 members 
Mstep: Class 20 contains 244593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144065328.000000 Penalty: 55181.996094
Iteration 9F: 17 clusters Score -1.440653e+08 nChanged 79946
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 100399 members 
Mstep: Class 5 contains 50882 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 78126 members 
Mstep: Class 8 contains 22455 members 
Mstep: Class 10 contains 34393 members 
Mstep: Class 11 contains 5245 members 
Mstep: Class 12 contains 3915 members 
Mstep: Class 13 contains 28829 members 
Mstep: Class 14 contains 4133 members 
Mstep: Class 16 contains 256920 members 
Mstep: Class 18 contains 170207 members 
Mstep: Class 19 contains 61055 members 
Mstep: Class 20 contains 263905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144088448.000000 Penalty: 55181.996094
Iteration 10F: 17 clusters Score -1.440884e+08 nChanged 68176
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1908 members 
Mstep: Class 3 contains 5613 members 
Mstep: Class 4 contains 100492 members 
Mstep: Class 5 contains 54410 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 86100 members 
Mstep: Class 8 contains 22527 members 
Mstep: Class 10 contains 34898 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28708 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 16 contains 246068 members 
Mstep: Class 18 contains 164418 members 
Mstep: Class 19 contains 58847 members 
Mstep: Class 20 contains 273856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2870.906738 but Gain 3448.875000
Score: -144106368.000000 Penalty: 51733.121094
Iteration 11F: 16 clusters Score -1.441064e+08 nChanged 60607
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1871 members 
Mstep: Class 3 contains 6046 members 
Mstep: Class 4 contains 102638 members 
Mstep: Class 5 contains 58213 members 
Mstep: Class 6 contains 4199 members 
Mstep: Class 7 contains 95655 members 
Mstep: Class 8 contains 22739 members 
Mstep: Class 10 contains 35358 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 28559 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 16 contains 237053 members 
Mstep: Class 18 contains 161961 members 
Mstep: Class 19 contains 56984 members 
Mstep: Class 20 contains 275273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144125024.000000 Penalty: 51733.121094
Iteration 12F: 16 clusters Score -1.44125e+08 nChanged 49375
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1852 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 105783 members 
Mstep: Class 5 contains 62294 members 
Mstep: Class 6 contains 3400 members 
Mstep: Class 7 contains 105136 members 
Mstep: Class 8 contains 23026 members 
Mstep: Class 10 contains 35798 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 28275 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 16 contains 228639 members 
Mstep: Class 18 contains 160830 members 
Mstep: Class 19 contains 54664 members 
Mstep: Class 20 contains 269878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3242.064209 but Gain 3448.875000
Score: -144138320.000000 Penalty: 48284.246094
Iteration 13Q: 15 clusters Score -1.441383e+08 nChanged 45490
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1838 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 109852 members 
Mstep: Class 5 contains 66345 members 
Mstep: Class 7 contains 115458 members 
Mstep: Class 8 contains 23444 members 
Mstep: Class 10 contains 36251 members 
Mstep: Class 12 contains 5591 members 
Mstep: Class 13 contains 28178 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 16 contains 221851 members 
Mstep: Class 18 contains 160728 members 
Mstep: Class 19 contains 52543 members 
Mstep: Class 20 contains 262256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144155584.000000 Penalty: 48284.246094
Iteration 14Q: 15 clusters Score -1.441556e+08 nChanged 37459
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1826 members 
Mstep: Class 3 contains 7116 members 
Mstep: Class 4 contains 113730 members 
Mstep: Class 5 contains 70354 members 
Mstep: Class 7 contains 125236 members 
Mstep: Class 8 contains 23569 members 
Mstep: Class 10 contains 36650 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 28146 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 16 contains 215334 members 
Mstep: Class 18 contains 159989 members 
Mstep: Class 19 contains 50730 members 
Mstep: Class 20 contains 252451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144166944.000000 Penalty: 48284.246094
Iteration 15Q: 15 clusters Score -1.441669e+08 nChanged 33438
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 7366 members 
Mstep: Class 4 contains 117298 members 
Mstep: Class 5 contains 74126 members 
Mstep: Class 7 contains 134772 members 
Mstep: Class 8 contains 23616 members 
Mstep: Class 10 contains 37114 members 
Mstep: Class 12 contains 6386 members 
Mstep: Class 13 contains 28100 members 
Mstep: Class 14 contains 4439 members 
Mstep: Class 16 contains 209319 members 
Mstep: Class 18 contains 158823 members 
Mstep: Class 19 contains 49250 members 
Mstep: Class 20 contains 243093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144177328.000000 Penalty: 48284.246094
Iteration 16Q: 15 clusters Score -1.441773e+08 nChanged 30635
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1796 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 120496 members 
Mstep: Class 5 contains 77772 members 
Mstep: Class 7 contains 144195 members 
Mstep: Class 8 contains 23627 members 
Mstep: Class 10 contains 37645 members 
Mstep: Class 12 contains 6770 members 
Mstep: Class 13 contains 28032 members 
Mstep: Class 14 contains 4486 members 
Mstep: Class 16 contains 203049 members 
Mstep: Class 18 contains 157481 members 
Mstep: Class 19 contains 48076 members 
Mstep: Class 20 contains 234530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144186320.000000 Penalty: 48284.246094
Iteration 17Q: 15 clusters Score -1.441863e+08 nChanged 28392
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1810 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 123285 members 
Mstep: Class 5 contains 81294 members 
Mstep: Class 7 contains 153429 members 
Mstep: Class 8 contains 23641 members 
Mstep: Class 10 contains 38139 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 28008 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 16 contains 197253 members 
Mstep: Class 18 contains 156046 members 
Mstep: Class 19 contains 47132 members 
Mstep: Class 20 contains 226108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144196016.000000 Penalty: 48284.246094
Iteration 18Q: 15 clusters Score -1.44196e+08 nChanged 26648
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 7754 members 
Mstep: Class 4 contains 125307 members 
Mstep: Class 5 contains 84712 members 
Mstep: Class 7 contains 162335 members 
Mstep: Class 8 contains 23657 members 
Mstep: Class 10 contains 38477 members 
Mstep: Class 12 contains 7559 members 
Mstep: Class 13 contains 27943 members 
Mstep: Class 14 contains 4570 members 
Mstep: Class 16 contains 191883 members 
Mstep: Class 18 contains 154602 members 
Mstep: Class 19 contains 46422 members 
Mstep: Class 20 contains 218461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144204720.000000 Penalty: 48284.246094
Iteration 19Q: 15 clusters Score -1.442047e+08 nChanged 26556
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1834 members 
Mstep: Class 3 contains 7812 members 
Mstep: Class 4 contains 126529 members 
Mstep: Class 5 contains 87735 members 
Mstep: Class 7 contains 172103 members 
Mstep: Class 8 contains 23691 members 
Mstep: Class 10 contains 38769 members 
Mstep: Class 12 contains 7920 members 
Mstep: Class 13 contains 27838 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 16 contains 186894 members 
Mstep: Class 18 contains 152072 members 
Mstep: Class 19 contains 45931 members 
Mstep: Class 20 contains 211755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144211104.000000 Penalty: 48284.246094
Iteration 20F: 15 clusters Score -1.442111e+08 nChanged 26915
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1907 members 
Mstep: Class 3 contains 7858 members 
Mstep: Class 4 contains 127074 members 
Mstep: Class 5 contains 90428 members 
Mstep: Class 7 contains 182606 members 
Mstep: Class 8 contains 23749 members 
Mstep: Class 10 contains 39019 members 
Mstep: Class 12 contains 8322 members 
Mstep: Class 13 contains 27715 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 16 contains 182249 members 
Mstep: Class 18 contains 148568 members 
Mstep: Class 19 contains 45696 members 
Mstep: Class 20 contains 205643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144217216.000000 Penalty: 48284.246094
Iteration 21Q: 15 clusters Score -1.442172e+08 nChanged 27389
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 7846 members 
Mstep: Class 4 contains 126909 members 
Mstep: Class 5 contains 92884 members 
Mstep: Class 7 contains 193639 members 
Mstep: Class 8 contains 23881 members 
Mstep: Class 10 contains 39167 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 27593 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 16 contains 178062 members 
Mstep: Class 18 contains 144135 members 
Mstep: Class 19 contains 45752 members 
Mstep: Class 20 contains 200204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144222128.000000 Penalty: 48284.246094
Iteration 22Q: 15 clusters Score -1.442221e+08 nChanged 28553
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 3 contains 7820 members 
Mstep: Class 4 contains 126210 members 
Mstep: Class 5 contains 94968 members 
Mstep: Class 7 contains 205012 members 
Mstep: Class 8 contains 24066 members 
Mstep: Class 10 contains 39299 members 
Mstep: Class 12 contains 9205 members 
Mstep: Class 13 contains 27506 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 16 contains 174591 members 
Mstep: Class 18 contains 138633 members 
Mstep: Class 19 contains 46069 members 
Mstep: Class 20 contains 195346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144224304.000000 Penalty: 48284.246094
Iteration 23Q: 15 clusters Score -1.442243e+08 nChanged 28920
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 7773 members 
Mstep: Class 4 contains 125252 members 
Mstep: Class 5 contains 96807 members 
Mstep: Class 7 contains 216097 members 
Mstep: Class 8 contains 24327 members 
Mstep: Class 10 contains 39408 members 
Mstep: Class 12 contains 9706 members 
Mstep: Class 13 contains 27429 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 16 contains 171593 members 
Mstep: Class 18 contains 132671 members 
Mstep: Class 19 contains 46619 members 
Mstep: Class 20 contains 190968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144225520.000000 Penalty: 48284.246094
Iteration 24Q: 15 clusters Score -1.442255e+08 nChanged 28612
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2028 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 124386 members 
Mstep: Class 5 contains 98410 members 
Mstep: Class 7 contains 225883 members 
Mstep: Class 8 contains 24606 members 
Mstep: Class 10 contains 39679 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 27394 members 
Mstep: Class 14 contains 4907 members 
Mstep: Class 16 contains 169047 members 
Mstep: Class 18 contains 126587 members 
Mstep: Class 19 contains 47310 members 
Mstep: Class 20 contains 187286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144226448.000000 Penalty: 48284.246094
Iteration 25Q: 15 clusters Score -1.442264e+08 nChanged 27005
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 123626 members 
Mstep: Class 5 contains 99961 members 
Mstep: Class 7 contains 233251 members 
Mstep: Class 8 contains 24945 members 
Mstep: Class 10 contains 40123 members 
Mstep: Class 12 contains 10831 members 
Mstep: Class 13 contains 27450 members 
Mstep: Class 14 contains 4955 members 
Mstep: Class 16 contains 167049 members 
Mstep: Class 18 contains 120755 members 
Mstep: Class 19 contains 48067 members 
Mstep: Class 20 contains 184734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144225312.000000 Penalty: 48284.246094
Iteration 26Q: 15 clusters Score -1.442253e+08 nChanged 24679
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2072 members 
Mstep: Class 3 contains 7698 members 
Mstep: Class 4 contains 123032 members 
Mstep: Class 5 contains 101537 members 
Mstep: Class 7 contains 237833 members 
Mstep: Class 8 contains 25352 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 12 contains 11450 members 
Mstep: Class 13 contains 27533 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 16 contains 165593 members 
Mstep: Class 18 contains 115819 members 
Mstep: Class 19 contains 48756 members 
Mstep: Class 20 contains 183202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144223088.000000 Penalty: 48284.246094
Iteration 27Q: 15 clusters Score -1.442231e+08 nChanged 22179
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 122747 members 
Mstep: Class 5 contains 103090 members 
Mstep: Class 7 contains 239862 members 
Mstep: Class 8 contains 25819 members 
Mstep: Class 10 contains 41345 members 
Mstep: Class 12 contains 12128 members 
Mstep: Class 13 contains 27673 members 
Mstep: Class 14 contains 5032 members 
Mstep: Class 16 contains 164598 members 
Mstep: Class 18 contains 111791 members 
Mstep: Class 19 contains 49366 members 
Mstep: Class 20 contains 182296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144223376.000000 Penalty: 48284.246094
Iteration 28Q: 15 clusters Score -1.442234e+08 nChanged 19742
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 7669 members 
Mstep: Class 4 contains 122762 members 
Mstep: Class 5 contains 104699 members 
Mstep: Class 7 contains 239625 members 
Mstep: Class 8 contains 26334 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 12 contains 12787 members 
Mstep: Class 13 contains 27819 members 
Mstep: Class 14 contains 5072 members 
Mstep: Class 16 contains 163868 members 
Mstep: Class 18 contains 108680 members 
Mstep: Class 19 contains 49847 members 
Mstep: Class 20 contains 181932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144223376.000000 Penalty: 48284.246094
Iteration 29Q: 15 clusters Score -1.442234e+08 nChanged 17918
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 7639 members 
Mstep: Class 4 contains 122880 members 
Mstep: Class 5 contains 106358 members 
Mstep: Class 7 contains 238007 members 
Mstep: Class 8 contains 26884 members 
Mstep: Class 10 contains 43517 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 27971 members 
Mstep: Class 14 contains 5101 members 
Mstep: Class 16 contains 163344 members 
Mstep: Class 18 contains 106108 members 
Mstep: Class 19 contains 50134 members 
Mstep: Class 20 contains 181988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144224240.000000 Penalty: 48284.246094
Iteration 30Q: 15 clusters Score -1.442242e+08 nChanged 16476
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2130 members 
Mstep: Class 3 contains 7601 members 
Mstep: Class 4 contains 123231 members 
Mstep: Class 5 contains 107949 members 
Mstep: Class 7 contains 235544 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 10 contains 44892 members 
Mstep: Class 12 contains 14180 members 
Mstep: Class 13 contains 28121 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 16 contains 162940 members 
Mstep: Class 18 contains 103906 members 
Mstep: Class 19 contains 50298 members 
Mstep: Class 20 contains 182154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144225168.000000 Penalty: 48284.246094
Iteration 31Q: 15 clusters Score -1.442252e+08 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2143 members 
Mstep: Class 3 contains 7504 members 
Mstep: Class 4 contains 123772 members 
Mstep: Class 5 contains 109417 members 
Mstep: Class 7 contains 232662 members 
Mstep: Class 8 contains 27991 members 
Mstep: Class 10 contains 46382 members 
Mstep: Class 12 contains 14900 members 
Mstep: Class 13 contains 28270 members 
Mstep: Class 14 contains 5163 members 
Mstep: Class 16 contains 162657 members 
Mstep: Class 18 contains 101949 members 
Mstep: Class 19 contains 50375 members 
Mstep: Class 20 contains 182325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144227552.000000 Penalty: 48284.246094
Iteration 32Q: 15 clusters Score -1.442276e+08 nChanged 14460
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2145 members 
Mstep: Class 3 contains 7442 members 
Mstep: Class 4 contains 124389 members 
Mstep: Class 5 contains 110771 members 
Mstep: Class 7 contains 229628 members 
Mstep: Class 8 contains 28529 members 
Mstep: Class 10 contains 48058 members 
Mstep: Class 12 contains 15561 members 
Mstep: Class 13 contains 28413 members 
Mstep: Class 14 contains 5188 members 
Mstep: Class 16 contains 162436 members 
Mstep: Class 18 contains 100152 members 
Mstep: Class 19 contains 50285 members 
Mstep: Class 20 contains 182513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144229424.000000 Penalty: 48284.246094
Iteration 33Q: 15 clusters Score -1.442294e+08 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2151 members 
Mstep: Class 3 contains 7391 members 
Mstep: Class 4 contains 125092 members 
Mstep: Class 5 contains 111946 members 
Mstep: Class 7 contains 226671 members 
Mstep: Class 8 contains 29053 members 
Mstep: Class 10 contains 49877 members 
Mstep: Class 12 contains 16201 members 
Mstep: Class 13 contains 28524 members 
Mstep: Class 14 contains 5210 members 
Mstep: Class 16 contains 162237 members 
Mstep: Class 18 contains 98352 members 
Mstep: Class 19 contains 50099 members 
Mstep: Class 20 contains 182706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144231888.000000 Penalty: 48284.246094
Iteration 34Q: 15 clusters Score -1.442319e+08 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2151 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 125816 members 
Mstep: Class 5 contains 113019 members 
Mstep: Class 7 contains 223864 members 
Mstep: Class 8 contains 29545 members 
Mstep: Class 10 contains 51835 members 
Mstep: Class 12 contains 16800 members 
Mstep: Class 13 contains 28602 members 
Mstep: Class 14 contains 5222 members 
Mstep: Class 16 contains 162021 members 
Mstep: Class 18 contains 96555 members 
Mstep: Class 19 contains 49848 members 
Mstep: Class 20 contains 182886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144233808.000000 Penalty: 48284.246094
Iteration 35Q: 15 clusters Score -1.442338e+08 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 7274 members 
Mstep: Class 4 contains 126438 members 
Mstep: Class 5 contains 114050 members 
Mstep: Class 7 contains 221133 members 
Mstep: Class 8 contains 30021 members 
Mstep: Class 10 contains 54028 members 
Mstep: Class 12 contains 17347 members 
Mstep: Class 13 contains 28675 members 
Mstep: Class 14 contains 5233 members 
Mstep: Class 16 contains 161827 members 
Mstep: Class 18 contains 94659 members 
Mstep: Class 19 contains 49649 members 
Mstep: Class 20 contains 183029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144235744.000000 Penalty: 48284.246094
Iteration 36Q: 15 clusters Score -1.442357e+08 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 7206 members 
Mstep: Class 4 contains 127071 members 
Mstep: Class 5 contains 115028 members 
Mstep: Class 7 contains 218531 members 
Mstep: Class 8 contains 30460 members 
Mstep: Class 10 contains 56356 members 
Mstep: Class 12 contains 17898 members 
Mstep: Class 13 contains 28734 members 
Mstep: Class 14 contains 5241 members 
Mstep: Class 16 contains 161450 members 
Mstep: Class 18 contains 92706 members 
Mstep: Class 19 contains 49459 members 
Mstep: Class 20 contains 183223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144237904.000000 Penalty: 48284.246094
Iteration 37Q: 15 clusters Score -1.442379e+08 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2150 members 
Mstep: Class 3 contains 7124 members 
Mstep: Class 4 contains 127714 members 
Mstep: Class 5 contains 115945 members 
Mstep: Class 7 contains 216289 members 
Mstep: Class 8 contains 30816 members 
Mstep: Class 10 contains 58781 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 28788 members 
Mstep: Class 14 contains 5243 members 
Mstep: Class 16 contains 160983 members 
Mstep: Class 18 contains 90673 members 
Mstep: Class 19 contains 49217 members 
Mstep: Class 20 contains 183413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144240720.000000 Penalty: 48284.246094
Iteration 38Q: 15 clusters Score -1.442407e+08 nChanged 12323
Entering ConstructFrom: 
Score: -144240720.000000 Penalty: 48284.246094
Entering ConstructFrom: 
Trying to split cluster 2 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -278870.000000 Penalty: 1902.613037
	Iteration 0F: 2 clusters Score -278870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -276193.687500 Penalty: 3805.226074
	Iteration 0F: 3 clusters Score -276193.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -276751.625000 Penalty: 3805.226074
	Iteration 1F: 3 clusters Score -276751.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -276940.937500 Penalty: 3805.226074
	Iteration 2F: 3 clusters Score -276940.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -277050.968750 Penalty: 3805.226074
	Iteration 3F: 3 clusters Score -277051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -277100.625000 Penalty: 3805.226074
	Iteration 4Q: 3 clusters Score -277100.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -277139.468750 Penalty: 3805.226074
	Iteration 5Q: 3 clusters Score -277139.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -277167.718750 Penalty: 3805.226074
	Iteration 6Q: 3 clusters Score -277167.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -277193.593750 Penalty: 3805.226074
	Iteration 7Q: 3 clusters Score -277193.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -277214.343750 Penalty: 3805.226074
	Iteration 8Q: 3 clusters Score -277214.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -277223.031250 Penalty: 3805.226074
	Iteration 9Q: 3 clusters Score -277223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -277229.656250 Penalty: 3805.226074
	Iteration 10Q: 3 clusters Score -277229.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -277234.406250 Penalty: 3805.226074
	Iteration 11Q: 3 clusters Score -277234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -277237.093750 Penalty: 3805.226074
	Iteration 12Q: 3 clusters Score -277237.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -277240.562500 Penalty: 3805.226074
	Iteration 13Q: 3 clusters Score -277240.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -277246.375000 Penalty: 3805.226074
	Iteration 14Q: 3 clusters Score -277246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -277248.250000 Penalty: 3805.226074
	Iteration 15Q: 3 clusters Score -277248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -277251.312500 Penalty: 3805.226074
	Iteration 16Q: 3 clusters Score -277251.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -277254.718750 Penalty: 3805.226074
	Iteration 17Q: 3 clusters Score -277254.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -277256.812500 Penalty: 3805.226074
	Iteration 18Q: 3 clusters Score -277256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -277257.625000 Penalty: 3805.226074
	Iteration 19Q: 3 clusters Score -277257.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -277259.187500 Penalty: 3805.226074
	Iteration 20F: 3 clusters Score -277259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -277259.812500 Penalty: 3805.226074
	Iteration 21Q: 3 clusters Score -277259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -277259.812500 Penalty: 3805.226074
	Iteration 22F: 3 clusters Score -277259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Entering Unmasked Estep 
Score: -932845.500000 Penalty: 2199.191895
	Iteration 0F: 2 clusters Score -932845.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -927021.375000 Penalty: 4398.383789
	Iteration 0F: 3 clusters Score -927021.4 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -928649.312500 Penalty: 4398.383789
	Iteration 1F: 3 clusters Score -928649.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -928992.812500 Penalty: 4398.383789
	Iteration 2F: 3 clusters Score -928992.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -929260.500000 Penalty: 4398.383789
	Iteration 3F: 3 clusters Score -929260.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -929416.500000 Penalty: 4398.383789
	Iteration 4Q: 3 clusters Score -929416.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -929535.687500 Penalty: 4398.383789
	Iteration 5Q: 3 clusters Score -929535.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -929634.562500 Penalty: 4398.383789
	Iteration 6Q: 3 clusters Score -929634.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -929730.812500 Penalty: 4398.383789
	Iteration 7Q: 3 clusters Score -929730.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -929859.625000 Penalty: 4398.383789
	Iteration 8Q: 3 clusters Score -929859.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -929986.000000 Penalty: 4398.383789
	Iteration 9Q: 3 clusters Score -929986 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -930115.437500 Penalty: 4398.383789
	Iteration 10Q: 3 clusters Score -930115.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -930269.250000 Penalty: 4398.383789
	Iteration 11Q: 3 clusters Score -930269.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -930411.750000 Penalty: 4398.383789
	Iteration 12Q: 3 clusters Score -930411.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -930531.875000 Penalty: 4398.383789
	Iteration 13Q: 3 clusters Score -930531.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -930643.125000 Penalty: 4398.383789
	Iteration 14Q: 3 clusters Score -930643.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -930725.500000 Penalty: 4398.383789
	Iteration 15Q: 3 clusters Score -930725.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -930787.562500 Penalty: 4398.383789
	Iteration 16Q: 3 clusters Score -930787.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -930828.250000 Penalty: 4398.383789
	Iteration 17Q: 3 clusters Score -930828.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -930858.687500 Penalty: 4398.383789
	Iteration 18Q: 3 clusters Score -930858.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -930879.312500 Penalty: 4398.383789
	Iteration 19Q: 3 clusters Score -930879.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -930895.187500 Penalty: 4398.383789
	Iteration 20F: 3 clusters Score -930895.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -930908.062500 Penalty: 4398.383789
	Iteration 21Q: 3 clusters Score -930908.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -930916.062500 Penalty: 4398.383789
	Iteration 22Q: 3 clusters Score -930916.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -930922.750000 Penalty: 4398.383789
	Iteration 23Q: 3 clusters Score -930922.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -930927.125000 Penalty: 4398.383789
	Iteration 24Q: 3 clusters Score -930927.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -930930.687500 Penalty: 4398.383789
	Iteration 25Q: 3 clusters Score -930930.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -930937.437500 Penalty: 4398.383789
	Iteration 26Q: 3 clusters Score -930937.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -930940.312500 Penalty: 4398.383789
	Iteration 27Q: 3 clusters Score -930940.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -930941.312500 Penalty: 4398.383789
	Iteration 28Q: 3 clusters Score -930941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -930945.562500 Penalty: 4398.383789
	Iteration 29Q: 3 clusters Score -930945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -930944.375000 Penalty: 4398.383789
	Iteration 30Q: 3 clusters Score -930944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -930949.125000 Penalty: 4398.383789
	Iteration 31Q: 3 clusters Score -930949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -930948.500000 Penalty: 4398.383789
	Iteration 32Q: 3 clusters Score -930948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -930950.000000 Penalty: 4398.383789
	Iteration 33Q: 3 clusters Score -930950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -930950.375000 Penalty: 4398.383789
	Iteration 34Q: 3 clusters Score -930950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -930951.750000 Penalty: 4398.383789
	Iteration 35Q: 3 clusters Score -930951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -930952.125000 Penalty: 4398.383789
	Iteration 36Q: 3 clusters Score -930952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -930953.312500 Penalty: 4398.383789
	Iteration 37Q: 3 clusters Score -930953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -930955.312500 Penalty: 4398.383789
	Iteration 38Q: 3 clusters Score -930955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -930954.812500 Penalty: 4398.383789
	Iteration 39Q: 3 clusters Score -930954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -930956.562500 Penalty: 4398.383789
	Iteration 40F: 3 clusters Score -930956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -930960.187500 Penalty: 4398.383789
	Iteration 41Q: 3 clusters Score -930960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -930960.062500 Penalty: 4398.383789
	Iteration 42Q: 3 clusters Score -930960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -930962.562500 Penalty: 4398.383789
	Iteration 43Q: 3 clusters Score -930962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -930962.812500 Penalty: 4398.383789
	Iteration 44Q: 3 clusters Score -930962.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -930964.062500 Penalty: 4398.383789
	Iteration 45Q: 3 clusters Score -930964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -930964.187500 Penalty: 4398.383789
	Iteration 46Q: 3 clusters Score -930964.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -930968.937500 Penalty: 4398.383789
	Iteration 47Q: 3 clusters Score -930968.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -930973.250000 Penalty: 4398.383789
	Iteration 48Q: 3 clusters Score -930973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -930973.812500 Penalty: 4398.383789
	Iteration 49Q: 3 clusters Score -930973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -930975.250000 Penalty: 4398.383789
	Iteration 50Q: 3 clusters Score -930975.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -930975.437500 Penalty: 4398.383789
	Iteration 51Q: 3 clusters Score -930975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -930975.562500 Penalty: 4398.383789
	Iteration 52Q: 3 clusters Score -930975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -930978.687500 Penalty: 4398.383789
	Iteration 53Q: 3 clusters Score -930978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -930979.562500 Penalty: 4398.383789
	Iteration 54Q: 3 clusters Score -930979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -930982.000000 Penalty: 4398.383789
	Iteration 55Q: 3 clusters Score -930982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -930982.687500 Penalty: 4398.383789
	Iteration 56Q: 3 clusters Score -930982.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -930983.187500 Penalty: 4398.383789
	Iteration 57Q: 3 clusters Score -930983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -930984.500000 Penalty: 4398.383789
	Iteration 58Q: 3 clusters Score -930984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -930984.375000 Penalty: 4398.383789
	Iteration 59Q: 3 clusters Score -930984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -930984.375000 Penalty: 4398.383789
	Iteration 60F: 3 clusters Score -930984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (128294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128294 members 
Entering Unmasked Estep 
Score: -17243524.000000 Penalty: 2916.995850
	Iteration 0F: 2 clusters Score -1.724352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -17157280.000000 Penalty: 5833.991699
	Iteration 0F: 3 clusters Score -1.715728e+07 nChanged 61237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -17192558.000000 Penalty: 5833.991699
	Iteration 1F: 3 clusters Score -1.719256e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -17193654.000000 Penalty: 5833.991699
	Iteration 2Q: 3 clusters Score -1.719365e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -17195240.000000 Penalty: 5833.991699
	Iteration 3Q: 3 clusters Score -1.719524e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -17197610.000000 Penalty: 5833.991699
	Iteration 4Q: 3 clusters Score -1.719761e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -17201268.000000 Penalty: 5833.991699
	Iteration 5Q: 3 clusters Score -1.720127e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69693 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -17205968.000000 Penalty: 5833.991699
	Iteration 6F: 3 clusters Score -1.720597e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -17211846.000000 Penalty: 5833.991699
	Iteration 7F: 3 clusters Score -1.721185e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -17217732.000000 Penalty: 5833.991699
	Iteration 8F: 3 clusters Score -1.721773e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -17222688.000000 Penalty: 5833.991699
	Iteration 9F: 3 clusters Score -1.722269e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -17226082.000000 Penalty: 5833.991699
	Iteration 10F: 3 clusters Score -1.722608e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -17227830.000000 Penalty: 5833.991699
	Iteration 11Q: 3 clusters Score -1.722783e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -17228588.000000 Penalty: 5833.991699
	Iteration 12Q: 3 clusters Score -1.722859e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -17228882.000000 Penalty: 5833.991699
	Iteration 13Q: 3 clusters Score -1.722888e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69070 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -17228980.000000 Penalty: 5833.991699
	Iteration 14Q: 3 clusters Score -1.722898e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -17229086.000000 Penalty: 5833.991699
	Iteration 15Q: 3 clusters Score -1.722909e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -17229112.000000 Penalty: 5833.991699
	Iteration 16Q: 3 clusters Score -1.722911e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 59613 members 
Entering Unmasked Estep 
Score: -17229178.000000 Penalty: 5833.991699
	Iteration 17Q: 3 clusters Score -1.722918e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -17229232.000000 Penalty: 5833.991699
	Iteration 18Q: 3 clusters Score -1.722923e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -17229226.000000 Penalty: 5833.991699
	Iteration 19Q: 3 clusters Score -1.722923e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -17229278.000000 Penalty: 5833.991699
	Iteration 20F: 3 clusters Score -1.722928e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -17229268.000000 Penalty: 5833.991699
	Iteration 21Q: 3 clusters Score -1.722927e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -17229248.000000 Penalty: 5833.991699
	Iteration 22Q: 3 clusters Score -1.722925e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -17229286.000000 Penalty: 5833.991699
	Iteration 23Q: 3 clusters Score -1.722929e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -17229328.000000 Penalty: 5833.991699
	Iteration 24Q: 3 clusters Score -1.722933e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67057 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -17229400.000000 Penalty: 5833.991699
	Iteration 25Q: 3 clusters Score -1.72294e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -17229444.000000 Penalty: 5833.991699
	Iteration 26Q: 3 clusters Score -1.722944e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -17229418.000000 Penalty: 5833.991699
	Iteration 27Q: 3 clusters Score -1.722942e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -17229480.000000 Penalty: 5833.991699
	Iteration 28Q: 3 clusters Score -1.722948e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -17229472.000000 Penalty: 5833.991699
	Iteration 29Q: 3 clusters Score -1.722947e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -17229504.000000 Penalty: 5833.991699
	Iteration 30Q: 3 clusters Score -1.72295e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -17229548.000000 Penalty: 5833.991699
	Iteration 31Q: 3 clusters Score -1.722955e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -17229552.000000 Penalty: 5833.991699
	Iteration 32Q: 3 clusters Score -1.722955e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -17229538.000000 Penalty: 5833.991699
	Iteration 33Q: 3 clusters Score -1.722954e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -17229536.000000 Penalty: 5833.991699
	Iteration 34Q: 3 clusters Score -1.722954e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -17229580.000000 Penalty: 5833.991699
	Iteration 35Q: 3 clusters Score -1.722958e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -17229584.000000 Penalty: 5833.991699
	Iteration 36Q: 3 clusters Score -1.722958e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -17229604.000000 Penalty: 5833.991699
	Iteration 37Q: 3 clusters Score -1.72296e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -17229586.000000 Penalty: 5833.991699
	Iteration 38Q: 3 clusters Score -1.722959e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -17229628.000000 Penalty: 5833.991699
	Iteration 39Q: 3 clusters Score -1.722963e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -17229658.000000 Penalty: 5833.991699
	Iteration 40F: 3 clusters Score -1.722966e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -17229656.000000 Penalty: 5833.991699
	Iteration 41Q: 3 clusters Score -1.722966e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -17229698.000000 Penalty: 5833.991699
	Iteration 42Q: 3 clusters Score -1.72297e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -17229702.000000 Penalty: 5833.991699
	Iteration 43Q: 3 clusters Score -1.72297e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -17229766.000000 Penalty: 5833.991699
	Iteration 44Q: 3 clusters Score -1.722977e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -17229772.000000 Penalty: 5833.991699
	Iteration 45Q: 3 clusters Score -1.722977e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -17229794.000000 Penalty: 5833.991699
	Iteration 46Q: 3 clusters Score -1.722979e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -17229846.000000 Penalty: 5833.991699
	Iteration 47Q: 3 clusters Score -1.722985e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -17229904.000000 Penalty: 5833.991699
	Iteration 48Q: 3 clusters Score -1.72299e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -17229958.000000 Penalty: 5833.991699
	Iteration 49Q: 3 clusters Score -1.722996e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -17230006.000000 Penalty: 5833.991699
	Iteration 50Q: 3 clusters Score -1.723001e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -17230032.000000 Penalty: 5833.991699
	Iteration 51Q: 3 clusters Score -1.723003e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -17230044.000000 Penalty: 5833.991699
	Iteration 52Q: 3 clusters Score -1.723004e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
Score: -17230154.000000 Penalty: 5833.991699
	Iteration 53Q: 3 clusters Score -1.723015e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 71801 members 
Entering Unmasked Estep 
Score: -17230198.000000 Penalty: 5833.991699
	Iteration 54Q: 3 clusters Score -1.72302e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -17230248.000000 Penalty: 5833.991699
	Iteration 55Q: 3 clusters Score -1.723025e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -17230356.000000 Penalty: 5833.991699
	Iteration 56Q: 3 clusters Score -1.723036e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
Score: -17230392.000000 Penalty: 5833.991699
	Iteration 57Q: 3 clusters Score -1.723039e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 74220 members 
Entering Unmasked Estep 
Score: -17230414.000000 Penalty: 5833.991699
	Iteration 58Q: 3 clusters Score -1.723041e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 74949 members 
Entering Unmasked Estep 
Score: -17230440.000000 Penalty: 5833.991699
	Iteration 59Q: 3 clusters Score -1.723044e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
Score: -17230562.000000 Penalty: 5833.991699
	Iteration 60F: 3 clusters Score -1.723056e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -17230700.000000 Penalty: 5833.991699
	Iteration 61Q: 3 clusters Score -1.72307e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -17230766.000000 Penalty: 5833.991699
	Iteration 62Q: 3 clusters Score -1.723077e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 78403 members 
Entering Unmasked Estep 
Score: -17230826.000000 Penalty: 5833.991699
	Iteration 63Q: 3 clusters Score -1.723083e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -17230896.000000 Penalty: 5833.991699
	Iteration 64Q: 3 clusters Score -1.72309e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -17230968.000000 Penalty: 5833.991699
	Iteration 65Q: 3 clusters Score -1.723097e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -17231088.000000 Penalty: 5833.991699
	Iteration 66Q: 3 clusters Score -1.723109e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -17231224.000000 Penalty: 5833.991699
	Iteration 67Q: 3 clusters Score -1.723122e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -17231360.000000 Penalty: 5833.991699
	Iteration 68Q: 3 clusters Score -1.723136e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -17231626.000000 Penalty: 5833.991699
	Iteration 69Q: 3 clusters Score -1.723163e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 85770 members 
Entering Unmasked Estep 
Score: -17231790.000000 Penalty: 5833.991699
	Iteration 70Q: 3 clusters Score -1.723179e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -17231964.000000 Penalty: 5833.991699
	Iteration 71Q: 3 clusters Score -1.723196e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -17232244.000000 Penalty: 5833.991699
	Iteration 72Q: 3 clusters Score -1.723224e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -17232562.000000 Penalty: 5833.991699
	Iteration 73Q: 3 clusters Score -1.723256e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -17232850.000000 Penalty: 5833.991699
	Iteration 74Q: 3 clusters Score -1.723285e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -17233052.000000 Penalty: 5833.991699
	Iteration 75Q: 3 clusters Score -1.723305e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -17233394.000000 Penalty: 5833.991699
	Iteration 76Q: 3 clusters Score -1.723339e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -17233782.000000 Penalty: 5833.991699
	Iteration 77Q: 3 clusters Score -1.723378e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 96969 members 
Entering Unmasked Estep 
Score: -17234080.000000 Penalty: 5833.991699
	Iteration 78Q: 3 clusters Score -1.723408e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 98546 members 
Entering Unmasked Estep 
Score: -17234452.000000 Penalty: 5833.991699
	Iteration 79Q: 3 clusters Score -1.723445e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -17234810.000000 Penalty: 5833.991699
	Iteration 80F: 3 clusters Score -1.723481e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -17235260.000000 Penalty: 5833.991699
	Iteration 81Q: 3 clusters Score -1.723526e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -17235836.000000 Penalty: 5833.991699
	Iteration 82Q: 3 clusters Score -1.723584e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 104917 members 
Entering Unmasked Estep 
Score: -17236218.000000 Penalty: 5833.991699
	Iteration 83Q: 3 clusters Score -1.723622e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 106447 members 
Entering Unmasked Estep 
Score: -17236670.000000 Penalty: 5833.991699
	Iteration 84Q: 3 clusters Score -1.723667e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 107965 members 
Entering Unmasked Estep 
Score: -17237024.000000 Penalty: 5833.991699
	Iteration 85Q: 3 clusters Score -1.723702e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 109463 members 
Entering Unmasked Estep 
Score: -17237542.000000 Penalty: 5833.991699
	Iteration 86Q: 3 clusters Score -1.723754e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -17237922.000000 Penalty: 5833.991699
	Iteration 87Q: 3 clusters Score -1.723792e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 112238 members 
Entering Unmasked Estep 
Score: -17238330.000000 Penalty: 5833.991699
	Iteration 88Q: 3 clusters Score -1.723833e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 113447 members 
Entering Unmasked Estep 
Score: -17238786.000000 Penalty: 5833.991699
	Iteration 89Q: 3 clusters Score -1.723879e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 114554 members 
Entering Unmasked Estep 
Score: -17239136.000000 Penalty: 5833.991699
	Iteration 90Q: 3 clusters Score -1.723914e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -17239404.000000 Penalty: 5833.991699
	Iteration 91Q: 3 clusters Score -1.72394e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
Score: -17239728.000000 Penalty: 5833.991699
	Iteration 92Q: 3 clusters Score -1.723973e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 117590 members 
Entering Unmasked Estep 
Score: -17240072.000000 Penalty: 5833.991699
	Iteration 93Q: 3 clusters Score -1.724007e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 118458 members 
Entering Unmasked Estep 
Score: -17240454.000000 Penalty: 5833.991699
	Iteration 94Q: 3 clusters Score -1.724045e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -17240662.000000 Penalty: 5833.991699
	Iteration 95Q: 3 clusters Score -1.724066e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -17240918.000000 Penalty: 5833.991699
	Iteration 96Q: 3 clusters Score -1.724092e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 120587 members 
Entering Unmasked Estep 
Score: -17241048.000000 Penalty: 5833.991699
	Iteration 97Q: 3 clusters Score -1.724105e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 121102 members 
Entering Unmasked Estep 
Score: -17241252.000000 Penalty: 5833.991699
	Iteration 98Q: 3 clusters Score -1.724125e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 121541 members 
Entering Unmasked Estep 
Score: -17241440.000000 Penalty: 5833.991699
	Iteration 99Q: 3 clusters Score -1.724144e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -17241454.000000 Penalty: 5833.991699
	Iteration 100F: 3 clusters Score -1.724145e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 122217 members 
Entering Unmasked Estep 
Score: -17241556.000000 Penalty: 5833.991699
	Iteration 101Q: 3 clusters Score -1.724156e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 122476 members 
Entering Unmasked Estep 
Score: -17241622.000000 Penalty: 5833.991699
	Iteration 102Q: 3 clusters Score -1.724162e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 122709 members 
Entering Unmasked Estep 
Score: -17241650.000000 Penalty: 5833.991699
	Iteration 103Q: 3 clusters Score -1.724165e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 122926 members 
Entering Unmasked Estep 
Score: -17241760.000000 Penalty: 5833.991699
	Iteration 104Q: 3 clusters Score -1.724176e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 123121 members 
Entering Unmasked Estep 
Score: -17241822.000000 Penalty: 5833.991699
	Iteration 105Q: 3 clusters Score -1.724182e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -17241880.000000 Penalty: 5833.991699
	Iteration 106Q: 3 clusters Score -1.724188e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 123426 members 
Entering Unmasked Estep 
Score: -17241914.000000 Penalty: 5833.991699
	Iteration 107Q: 3 clusters Score -1.724191e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 123541 members 
Entering Unmasked Estep 
Score: -17241928.000000 Penalty: 5833.991699
	Iteration 108Q: 3 clusters Score -1.724193e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 123658 members 
Entering Unmasked Estep 
Score: -17241974.000000 Penalty: 5833.991699
	Iteration 109Q: 3 clusters Score -1.724197e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 123766 members 
Entering Unmasked Estep 
Score: -17241978.000000 Penalty: 5833.991699
	Iteration 110Q: 3 clusters Score -1.724198e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -17242018.000000 Penalty: 5833.991699
	Iteration 111Q: 3 clusters Score -1.724202e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 123908 members 
Entering Unmasked Estep 
Score: -17242034.000000 Penalty: 5833.991699
	Iteration 112Q: 3 clusters Score -1.724203e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 123968 members 
Entering Unmasked Estep 
Score: -17242028.000000 Penalty: 5833.991699
	Iteration 113Q: 3 clusters Score -1.724203e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 124009 members 
Entering Unmasked Estep 
Score: -17242026.000000 Penalty: 5833.991699
	Iteration 114Q: 3 clusters Score -1.724203e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 124051 members 
Entering Unmasked Estep 
Score: -17242036.000000 Penalty: 5833.991699
	Iteration 115Q: 3 clusters Score -1.724204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 124085 members 
Entering Unmasked Estep 
Score: -17242014.000000 Penalty: 5833.991699
	Iteration 116Q: 3 clusters Score -1.724201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -17242010.000000 Penalty: 5833.991699
	Iteration 117Q: 3 clusters Score -1.724201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
Score: -17242010.000000 Penalty: 5833.991699
	Iteration 118Q: 3 clusters Score -1.724201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 124151 members 
Entering Unmasked Estep 
Score: -17242026.000000 Penalty: 5833.991699
	Iteration 119Q: 3 clusters Score -1.724203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 124162 members 
Entering Unmasked Estep 
Score: -17242020.000000 Penalty: 5833.991699
	Iteration 120F: 3 clusters Score -1.724202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 124175 members 
Entering Unmasked Estep 
Score: -17242032.000000 Penalty: 5833.991699
	Iteration 121Q: 3 clusters Score -1.724203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 124188 members 
Entering Unmasked Estep 
Score: -17242040.000000 Penalty: 5833.991699
	Iteration 122Q: 3 clusters Score -1.724204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 124199 members 
Entering Unmasked Estep 
Score: -17242054.000000 Penalty: 5833.991699
	Iteration 123Q: 3 clusters Score -1.724205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 124209 members 
Entering Unmasked Estep 
Score: -17242052.000000 Penalty: 5833.991699
	Iteration 124Q: 3 clusters Score -1.724205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 124218 members 
Entering Unmasked Estep 
Score: -17242062.000000 Penalty: 5833.991699
	Iteration 125Q: 3 clusters Score -1.724206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 124230 members 
Entering Unmasked Estep 
Score: -17242070.000000 Penalty: 5833.991699
	Iteration 126Q: 3 clusters Score -1.724207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 124238 members 
Entering Unmasked Estep 
Score: -17242072.000000 Penalty: 5833.991699
	Iteration 127Q: 3 clusters Score -1.724207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 124243 members 
Entering Unmasked Estep 
Score: -17242086.000000 Penalty: 5833.991699
	Iteration 128Q: 3 clusters Score -1.724209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
Score: -17242068.000000 Penalty: 5833.991699
	Iteration 129Q: 3 clusters Score -1.724207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 124258 members 
Entering Unmasked Estep 
Score: -17242062.000000 Penalty: 5833.991699
	Iteration 130Q: 3 clusters Score -1.724206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 124265 members 
Entering Unmasked Estep 
Score: -17242062.000000 Penalty: 5833.991699
	Iteration 131Q: 3 clusters Score -1.724206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 124269 members 
Entering Unmasked Estep 
Score: -17242070.000000 Penalty: 5833.991699
	Iteration 132Q: 3 clusters Score -1.724207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 124272 members 
Entering Unmasked Estep 
Score: -17242066.000000 Penalty: 5833.991699
	Iteration 133Q: 3 clusters Score -1.724207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 124274 members 
Entering Unmasked Estep 
Score: -17242068.000000 Penalty: 5833.991699
	Iteration 134Q: 3 clusters Score -1.724207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 124276 members 
Entering Unmasked Estep 
Score: -17242076.000000 Penalty: 5833.991699
	Iteration 135Q: 3 clusters Score -1.724208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -17242080.000000 Penalty: 5833.991699
	Iteration 136Q: 3 clusters Score -1.724208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 124286 members 
Entering Unmasked Estep 
Score: -17242084.000000 Penalty: 5833.991699
	Iteration 137Q: 3 clusters Score -1.724208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 124293 members 
Entering Unmasked Estep 
Score: -17242066.000000 Penalty: 5833.991699
	Iteration 138Q: 3 clusters Score -1.724207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 124298 members 
Entering Unmasked Estep 
Score: -17242076.000000 Penalty: 5833.991699
	Iteration 139Q: 3 clusters Score -1.724208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 124303 members 
Entering Unmasked Estep 
Score: -17242058.000000 Penalty: 5833.991699
	Iteration 140F: 3 clusters Score -1.724206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 124308 members 
Entering Unmasked Estep 
Score: -17242064.000000 Penalty: 5833.991699
	Iteration 141Q: 3 clusters Score -1.724206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 124312 members 
Entering Unmasked Estep 
Score: -17242052.000000 Penalty: 5833.991699
	Iteration 142Q: 3 clusters Score -1.724205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 124319 members 
Entering Unmasked Estep 
Score: -17242052.000000 Penalty: 5833.991699
	Iteration 143Q: 3 clusters Score -1.724205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 124325 members 
Entering Unmasked Estep 
Score: -17242046.000000 Penalty: 5833.991699
	Iteration 144Q: 3 clusters Score -1.724205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 124334 members 
Entering Unmasked Estep 
Score: -17242064.000000 Penalty: 5833.991699
	Iteration 145Q: 3 clusters Score -1.724206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 124339 members 
Entering Unmasked Estep 
Score: -17242070.000000 Penalty: 5833.991699
	Iteration 146Q: 3 clusters Score -1.724207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -17242068.000000 Penalty: 5833.991699
	Iteration 147Q: 3 clusters Score -1.724207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 124348 members 
Entering Unmasked Estep 
Score: -17242066.000000 Penalty: 5833.991699
	Iteration 148Q: 3 clusters Score -1.724207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 124350 members 
Entering Unmasked Estep 
Score: -17242064.000000 Penalty: 5833.991699
	Iteration 149Q: 3 clusters Score -1.724206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 124353 members 
Entering Unmasked Estep 
Score: -17242050.000000 Penalty: 5833.991699
	Iteration 150Q: 3 clusters Score -1.724205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 124356 members 
Entering Unmasked Estep 
Score: -17242054.000000 Penalty: 5833.991699
	Iteration 151Q: 3 clusters Score -1.724205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 124360 members 
Entering Unmasked Estep 
Score: -17242042.000000 Penalty: 5833.991699
	Iteration 152Q: 3 clusters Score -1.724204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 124367 members 
Entering Unmasked Estep 
Score: -17242060.000000 Penalty: 5833.991699
	Iteration 153Q: 3 clusters Score -1.724206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -17242058.000000 Penalty: 5833.991699
	Iteration 154Q: 3 clusters Score -1.724206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 124383 members 
Entering Unmasked Estep 
Score: -17242050.000000 Penalty: 5833.991699
	Iteration 155Q: 3 clusters Score -1.724205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 124390 members 
Entering Unmasked Estep 
Score: -17242048.000000 Penalty: 5833.991699
	Iteration 156Q: 3 clusters Score -1.724205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 124398 members 
Entering Unmasked Estep 
Score: -17242052.000000 Penalty: 5833.991699
	Iteration 157Q: 3 clusters Score -1.724205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 124403 members 
Entering Unmasked Estep 
Score: -17242028.000000 Penalty: 5833.991699
	Iteration 158Q: 3 clusters Score -1.724203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -17242038.000000 Penalty: 5833.991699
	Iteration 159Q: 3 clusters Score -1.724204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -17242038.000000 Penalty: 5833.991699
	Iteration 160F: 3 clusters Score -1.724204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 124407 members 
Entering Unmasked Estep 
Score: -17242028.000000 Penalty: 5833.991699
	Iteration 161Q: 3 clusters Score -1.724203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 124409 members 
Entering Unmasked Estep 
Score: -17242028.000000 Penalty: 5833.991699
	Iteration 162Q: 3 clusters Score -1.724203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 124410 members 
Entering Unmasked Estep 
Score: -17242022.000000 Penalty: 5833.991699
	Iteration 163Q: 3 clusters Score -1.724202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -17242038.000000 Penalty: 5833.991699
	Iteration 164Q: 3 clusters Score -1.724204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 124416 members 
Entering Unmasked Estep 
Score: -17242032.000000 Penalty: 5833.991699
	Iteration 165Q: 3 clusters Score -1.724203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 124418 members 
Entering Unmasked Estep 
Score: -17242044.000000 Penalty: 5833.991699
	Iteration 166Q: 3 clusters Score -1.724204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -17242050.000000 Penalty: 5833.991699
	Iteration 167Q: 3 clusters Score -1.724205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 124424 members 
Entering Unmasked Estep 
Score: -17242042.000000 Penalty: 5833.991699
	Iteration 168Q: 3 clusters Score -1.724204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -17242044.000000 Penalty: 5833.991699
	Iteration 169Q: 3 clusters Score -1.724204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -17242044.000000 Penalty: 5833.991699
	Iteration 170F: 3 clusters Score -1.724204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (116759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116759 members 
Entering Unmasked Estep 
Score: -15503111.000000 Penalty: 2893.631104
	Iteration 0F: 2 clusters Score -1.550311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -15425192.000000 Penalty: 5787.262207
	Iteration 0F: 3 clusters Score -1.542519e+07 nChanged 55433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -15459266.000000 Penalty: 5787.262207
	Iteration 1F: 3 clusters Score -1.545927e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -15464249.000000 Penalty: 5787.262207
	Iteration 2F: 3 clusters Score -1.546425e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -15472650.000000 Penalty: 5787.262207
	Iteration 3F: 3 clusters Score -1.547265e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -15482483.000000 Penalty: 5787.262207
	Iteration 4F: 3 clusters Score -1.548248e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 73867 members 
Entering Unmasked Estep 
Score: -15489827.000000 Penalty: 5787.262207
	Iteration 5F: 3 clusters Score -1.548983e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
Score: -15493810.000000 Penalty: 5787.262207
	Iteration 6F: 3 clusters Score -1.549381e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -15496141.000000 Penalty: 5787.262207
	Iteration 7Q: 3 clusters Score -1.549614e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -15497695.000000 Penalty: 5787.262207
	Iteration 8Q: 3 clusters Score -1.54977e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 88623 members 
Entering Unmasked Estep 
Score: -15498956.000000 Penalty: 5787.262207
	Iteration 9Q: 3 clusters Score -1.549896e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -15500224.000000 Penalty: 5787.262207
	Iteration 10Q: 3 clusters Score -1.550022e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -15501202.000000 Penalty: 5787.262207
	Iteration 11Q: 3 clusters Score -1.55012e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 97690 members 
Entering Unmasked Estep 
Score: -15502498.000000 Penalty: 5787.262207
	Iteration 12Q: 3 clusters Score -1.55025e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 100296 members 
Entering Unmasked Estep 
Score: -15503579.000000 Penalty: 5787.262207
	Iteration 13Q: 3 clusters Score -1.550358e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 102662 members 
Entering Unmasked Estep 
Score: -15504540.000000 Penalty: 5787.262207
	Iteration 14Q: 3 clusters Score -1.550454e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -15505258.000000 Penalty: 5787.262207
	Iteration 15Q: 3 clusters Score -1.550526e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 106338 members 
Entering Unmasked Estep 
Score: -15505898.000000 Penalty: 5787.262207
	Iteration 16Q: 3 clusters Score -1.55059e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 107605 members 
Entering Unmasked Estep 
Score: -15506320.000000 Penalty: 5787.262207
	Iteration 17Q: 3 clusters Score -1.550632e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 108584 members 
Entering Unmasked Estep 
Score: -15506657.000000 Penalty: 5787.262207
	Iteration 18Q: 3 clusters Score -1.550666e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 109328 members 
Entering Unmasked Estep 
Score: -15506816.000000 Penalty: 5787.262207
	Iteration 19Q: 3 clusters Score -1.550682e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 109882 members 
Entering Unmasked Estep 
Score: -15507039.000000 Penalty: 5787.262207
	Iteration 20F: 3 clusters Score -1.550704e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 110292 members 
Entering Unmasked Estep 
Score: -15507138.000000 Penalty: 5787.262207
	Iteration 21Q: 3 clusters Score -1.550714e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 110583 members 
Entering Unmasked Estep 
Score: -15507133.000000 Penalty: 5787.262207
	Iteration 22Q: 3 clusters Score -1.550713e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -15507160.000000 Penalty: 5787.262207
	Iteration 23Q: 3 clusters Score -1.550716e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 110960 members 
Entering Unmasked Estep 
Score: -15507184.000000 Penalty: 5787.262207
	Iteration 24Q: 3 clusters Score -1.550718e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -15507214.000000 Penalty: 5787.262207
	Iteration 25Q: 3 clusters Score -1.550721e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -15507247.000000 Penalty: 5787.262207
	Iteration 26Q: 3 clusters Score -1.550725e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 111214 members 
Entering Unmasked Estep 
Score: -15507271.000000 Penalty: 5787.262207
	Iteration 27Q: 3 clusters Score -1.550727e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 111254 members 
Entering Unmasked Estep 
Score: -15507297.000000 Penalty: 5787.262207
	Iteration 28Q: 3 clusters Score -1.55073e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 111288 members 
Entering Unmasked Estep 
Score: -15507308.000000 Penalty: 5787.262207
	Iteration 29Q: 3 clusters Score -1.550731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 111315 members 
Entering Unmasked Estep 
Score: -15507309.000000 Penalty: 5787.262207
	Iteration 30Q: 3 clusters Score -1.550731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 111336 members 
Entering Unmasked Estep 
Score: -15507324.000000 Penalty: 5787.262207
	Iteration 31Q: 3 clusters Score -1.550732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 111351 members 
Entering Unmasked Estep 
Score: -15507328.000000 Penalty: 5787.262207
	Iteration 32Q: 3 clusters Score -1.550733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 111362 members 
Entering Unmasked Estep 
Score: -15507332.000000 Penalty: 5787.262207
	Iteration 33Q: 3 clusters Score -1.550733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -15507335.000000 Penalty: 5787.262207
	Iteration 34Q: 3 clusters Score -1.550734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 111374 members 
Entering Unmasked Estep 
Score: -15507329.000000 Penalty: 5787.262207
	Iteration 35Q: 3 clusters Score -1.550733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -15507333.000000 Penalty: 5787.262207
	Iteration 36Q: 3 clusters Score -1.550733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
Score: -15507345.000000 Penalty: 5787.262207
	Iteration 37Q: 3 clusters Score -1.550734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -15507331.000000 Penalty: 5787.262207
	Iteration 38Q: 3 clusters Score -1.550733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 111391 members 
Entering Unmasked Estep 
Score: -15507337.000000 Penalty: 5787.262207
	Iteration 39Q: 3 clusters Score -1.550734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 111399 members 
Entering Unmasked Estep 
Score: -15507331.000000 Penalty: 5787.262207
	Iteration 40F: 3 clusters Score -1.550733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 111409 members 
Entering Unmasked Estep 
Score: -15507329.000000 Penalty: 5787.262207
	Iteration 41Q: 3 clusters Score -1.550733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 111419 members 
Entering Unmasked Estep 
Score: -15507303.000000 Penalty: 5787.262207
	Iteration 42Q: 3 clusters Score -1.55073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 111430 members 
Entering Unmasked Estep 
Score: -15507303.000000 Penalty: 5787.262207
	Iteration 43Q: 3 clusters Score -1.55073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 111434 members 
Entering Unmasked Estep 
Score: -15507297.000000 Penalty: 5787.262207
	Iteration 44Q: 3 clusters Score -1.55073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 111438 members 
Entering Unmasked Estep 
Score: -15507296.000000 Penalty: 5787.262207
	Iteration 45Q: 3 clusters Score -1.55073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 111446 members 
Entering Unmasked Estep 
Score: -15507290.000000 Penalty: 5787.262207
	Iteration 46Q: 3 clusters Score -1.550729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 111452 members 
Entering Unmasked Estep 
Score: -15507302.000000 Penalty: 5787.262207
	Iteration 47Q: 3 clusters Score -1.55073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 111457 members 
Entering Unmasked Estep 
Score: -15507300.000000 Penalty: 5787.262207
	Iteration 48Q: 3 clusters Score -1.55073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 111465 members 
Entering Unmasked Estep 
Score: -15507297.000000 Penalty: 5787.262207
	Iteration 49Q: 3 clusters Score -1.55073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 111471 members 
Entering Unmasked Estep 
Score: -15507282.000000 Penalty: 5787.262207
	Iteration 50Q: 3 clusters Score -1.550728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 111477 members 
Entering Unmasked Estep 
Score: -15507283.000000 Penalty: 5787.262207
	Iteration 51Q: 3 clusters Score -1.550728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 111479 members 
Entering Unmasked Estep 
Score: -15507283.000000 Penalty: 5787.262207
	Iteration 52Q: 3 clusters Score -1.550728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 111480 members 
Entering Unmasked Estep 
Score: -15507282.000000 Penalty: 5787.262207
	Iteration 53Q: 3 clusters Score -1.550728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 111481 members 
Entering Unmasked Estep 
Score: -15507277.000000 Penalty: 5787.262207
	Iteration 54Q: 3 clusters Score -1.550728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 111482 members 
Entering Unmasked Estep 
Score: -15507276.000000 Penalty: 5787.262207
	Iteration 55Q: 3 clusters Score -1.550728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -15507270.000000 Penalty: 5787.262207
	Iteration 56Q: 3 clusters Score -1.550727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 111493 members 
Entering Unmasked Estep 
Score: -15507280.000000 Penalty: 5787.262207
	Iteration 57Q: 3 clusters Score -1.550728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 111499 members 
Entering Unmasked Estep 
Score: -15507284.000000 Penalty: 5787.262207
	Iteration 58Q: 3 clusters Score -1.550728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 111504 members 
Entering Unmasked Estep 
Score: -15507284.000000 Penalty: 5787.262207
	Iteration 59Q: 3 clusters Score -1.550728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 111513 members 
Entering Unmasked Estep 
Score: -15507275.000000 Penalty: 5787.262207
	Iteration 60F: 3 clusters Score -1.550728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 111521 members 
Entering Unmasked Estep 
Score: -15507274.000000 Penalty: 5787.262207
	Iteration 61Q: 3 clusters Score -1.550727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 111531 members 
Entering Unmasked Estep 
Score: -15507294.000000 Penalty: 5787.262207
	Iteration 62Q: 3 clusters Score -1.550729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 111537 members 
Entering Unmasked Estep 
Score: -15507292.000000 Penalty: 5787.262207
	Iteration 63Q: 3 clusters Score -1.550729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 111544 members 
Entering Unmasked Estep 
Score: -15507289.000000 Penalty: 5787.262207
	Iteration 64Q: 3 clusters Score -1.550729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -15507293.000000 Penalty: 5787.262207
	Iteration 65Q: 3 clusters Score -1.550729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 111551 members 
Entering Unmasked Estep 
Score: -15507282.000000 Penalty: 5787.262207
	Iteration 66Q: 3 clusters Score -1.550728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 111554 members 
Entering Unmasked Estep 
Score: -15507286.000000 Penalty: 5787.262207
	Iteration 67Q: 3 clusters Score -1.550729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 111554 members 
Entering Unmasked Estep 
Score: -15507286.000000 Penalty: 5787.262207
	Iteration 68F: 3 clusters Score -1.550729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 128294 members 
Mstep: Class 5 contains 5205 members 
Mstep: Class 7 contains 214260 members 
Mstep: Class 8 contains 31129 members 
Mstep: Class 10 contains 61362 members 
Mstep: Class 12 contains 18847 members 
Mstep: Class 13 contains 28864 members 
Mstep: Class 14 contains 5252 members 
Mstep: Class 16 contains 160407 members 
Mstep: Class 18 contains 88551 members 
Mstep: Class 19 contains 48953 members 
Mstep: Class 20 contains 183586 members 
Entering Unmasked Estep 
Score: -144245568.000000 Penalty: 51733.121094
Splitting cluster 5 changes total score from -144240720.000000 to -144245568.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (214260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214260 members 
Entering Unmasked Estep 
Score: -28638358.000000 Penalty: 3044.186523
	Iteration 0F: 2 clusters Score -2.863836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107245 members 
Mstep: Class 2 contains 107015 members 
Entering Unmasked Estep 
Score: -28508678.000000 Penalty: 6088.373047
	Iteration 0F: 3 clusters Score -2.850868e+07 nChanged 103255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109878 members 
Mstep: Class 2 contains 104382 members 
Entering Unmasked Estep 
Score: -28568000.000000 Penalty: 6088.373047
	Iteration 1F: 3 clusters Score -2.8568e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -28568862.000000 Penalty: 6088.373047
	Iteration 2Q: 3 clusters Score -2.856886e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113820 members 
Mstep: Class 2 contains 100440 members 
Entering Unmasked Estep 
Score: -28569694.000000 Penalty: 6088.373047
	Iteration 3Q: 3 clusters Score -2.856969e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117549 members 
Mstep: Class 2 contains 96711 members 
Entering Unmasked Estep 
Score: -28570738.000000 Penalty: 6088.373047
	Iteration 4Q: 3 clusters Score -2.857074e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123341 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -28572950.000000 Penalty: 6088.373047
	Iteration 5Q: 3 clusters Score -2.857295e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -28576602.000000 Penalty: 6088.373047
	Iteration 6Q: 3 clusters Score -2.85766e+07 nChanged 12988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144996 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -28584362.000000 Penalty: 6088.373047
	Iteration 7F: 3 clusters Score -2.858436e+07 nChanged 17392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162384 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -28597486.000000 Penalty: 6088.373047
	Iteration 8F: 3 clusters Score -2.859749e+07 nChanged 19928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182312 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -28613150.000000 Penalty: 6088.373047
	Iteration 9F: 3 clusters Score -2.861315e+07 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198731 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -28624088.000000 Penalty: 6088.373047
	Iteration 10F: 3 clusters Score -2.862409e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207827 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -28630650.000000 Penalty: 6088.373047
	Iteration 11Q: 3 clusters Score -2.863065e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211613 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -28633468.000000 Penalty: 6088.373047
	Iteration 12Q: 3 clusters Score -2.863347e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212997 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -28634594.000000 Penalty: 6088.373047
	Iteration 13Q: 3 clusters Score -2.863459e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213462 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -28635100.000000 Penalty: 6088.373047
	Iteration 14Q: 3 clusters Score -2.86351e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213617 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -28635272.000000 Penalty: 6088.373047
	Iteration 15Q: 3 clusters Score -2.863527e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213709 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -28635448.000000 Penalty: 6088.373047
	Iteration 16Q: 3 clusters Score -2.863545e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213762 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -28635488.000000 Penalty: 6088.373047
	Iteration 17Q: 3 clusters Score -2.863549e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213787 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -28635536.000000 Penalty: 6088.373047
	Iteration 18Q: 3 clusters Score -2.863554e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213809 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -28635576.000000 Penalty: 6088.373047
	Iteration 19Q: 3 clusters Score -2.863558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213821 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -28635598.000000 Penalty: 6088.373047
	Iteration 20F: 3 clusters Score -2.86356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213826 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -28635606.000000 Penalty: 6088.373047
	Iteration 21Q: 3 clusters Score -2.863561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213824 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -28635592.000000 Penalty: 6088.373047
	Iteration 22Q: 3 clusters Score -2.863559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213824 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -28635618.000000 Penalty: 6088.373047
	Iteration 23Q: 3 clusters Score -2.863562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213824 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -28635618.000000 Penalty: 6088.373047
	Iteration 24F: 3 clusters Score -2.863562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Entering Unmasked Estep 
Score: -4241892.000000 Penalty: 2565.781982
	Iteration 0F: 2 clusters Score -4241892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -4220514.500000 Penalty: 5131.563965
	Iteration 0F: 3 clusters Score -4220514 nChanged 14074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4228313.500000 Penalty: 5131.563965
	Iteration 1F: 3 clusters Score -4228314 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -4228750.000000 Penalty: 5131.563965
	Iteration 2Q: 3 clusters Score -4228750 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4229138.500000 Penalty: 5131.563965
	Iteration 3Q: 3 clusters Score -4229138 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4229550.000000 Penalty: 5131.563965
	Iteration 4Q: 3 clusters Score -4229550 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -4230050.500000 Penalty: 5131.563965
	Iteration 5Q: 3 clusters Score -4230050 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -4230756.000000 Penalty: 5131.563965
	Iteration 6Q: 3 clusters Score -4230756 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -4231779.500000 Penalty: 5131.563965
	Iteration 7F: 3 clusters Score -4231780 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -4233198.000000 Penalty: 5131.563965
	Iteration 8F: 3 clusters Score -4233198 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4234924.500000 Penalty: 5131.563965
	Iteration 9F: 3 clusters Score -4234924 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4236667.000000 Penalty: 5131.563965
	Iteration 10F: 3 clusters Score -4236667 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4238109.500000 Penalty: 5131.563965
	Iteration 11Q: 3 clusters Score -4238110 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4238945.000000 Penalty: 5131.563965
	Iteration 12Q: 3 clusters Score -4238945 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4239273.500000 Penalty: 5131.563965
	Iteration 13Q: 3 clusters Score -4239274 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4239444.000000 Penalty: 5131.563965
	Iteration 14Q: 3 clusters Score -4239444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4239546.500000 Penalty: 5131.563965
	Iteration 15Q: 3 clusters Score -4239546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4239597.000000 Penalty: 5131.563965
	Iteration 16Q: 3 clusters Score -4239597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4239615.000000 Penalty: 5131.563965
	Iteration 17Q: 3 clusters Score -4239615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4239637.500000 Penalty: 5131.563965
	Iteration 18Q: 3 clusters Score -4239638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4239654.000000 Penalty: 5131.563965
	Iteration 19Q: 3 clusters Score -4239654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4239670.500000 Penalty: 5131.563965
	Iteration 20F: 3 clusters Score -4239670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4239677.000000 Penalty: 5131.563965
	Iteration 21Q: 3 clusters Score -4239677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4239676.000000 Penalty: 5131.563965
	Iteration 22Q: 3 clusters Score -4239676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4239684.500000 Penalty: 5131.563965
	Iteration 23Q: 3 clusters Score -4239684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4239691.500000 Penalty: 5131.563965
	Iteration 24Q: 3 clusters Score -4239692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4239698.000000 Penalty: 5131.563965
	Iteration 25Q: 3 clusters Score -4239698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4239700.500000 Penalty: 5131.563965
	Iteration 26Q: 3 clusters Score -4239700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4239700.500000 Penalty: 5131.563965
	Iteration 27F: 3 clusters Score -4239700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Entering Unmasked Estep 
Score: -8440056.000000 Penalty: 2734.087402
	Iteration 0F: 2 clusters Score -8440056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -8398701.000000 Penalty: 5468.174805
	Iteration 0F: 3 clusters Score -8398701 nChanged 28702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -8414647.000000 Penalty: 5468.174805
	Iteration 1F: 3 clusters Score -8414647 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -8415255.000000 Penalty: 5468.174805
	Iteration 2Q: 3 clusters Score -8415255 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -8415851.000000 Penalty: 5468.174805
	Iteration 3Q: 3 clusters Score -8415851 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -8416620.000000 Penalty: 5468.174805
	Iteration 4Q: 3 clusters Score -8416620 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -8417798.000000 Penalty: 5468.174805
	Iteration 5Q: 3 clusters Score -8417798 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -8419608.000000 Penalty: 5468.174805
	Iteration 6F: 3 clusters Score -8419608 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -8422366.000000 Penalty: 5468.174805
	Iteration 7F: 3 clusters Score -8422366 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -8426010.000000 Penalty: 5468.174805
	Iteration 8F: 3 clusters Score -8426010 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -8430027.000000 Penalty: 5468.174805
	Iteration 9F: 3 clusters Score -8430027 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -8433096.000000 Penalty: 5468.174805
	Iteration 10F: 3 clusters Score -8433096 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -8434899.000000 Penalty: 5468.174805
	Iteration 11Q: 3 clusters Score -8434899 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -8435896.000000 Penalty: 5468.174805
	Iteration 12Q: 3 clusters Score -8435896 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -8436535.000000 Penalty: 5468.174805
	Iteration 13Q: 3 clusters Score -8436535 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -8436862.000000 Penalty: 5468.174805
	Iteration 14Q: 3 clusters Score -8436862 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -8437137.000000 Penalty: 5468.174805
	Iteration 15Q: 3 clusters Score -8437137 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -8437329.000000 Penalty: 5468.174805
	Iteration 16Q: 3 clusters Score -8437329 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -8437483.000000 Penalty: 5468.174805
	Iteration 17Q: 3 clusters Score -8437483 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -8437585.000000 Penalty: 5468.174805
	Iteration 18Q: 3 clusters Score -8437585 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -8437636.000000 Penalty: 5468.174805
	Iteration 19Q: 3 clusters Score -8437636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -8437674.000000 Penalty: 5468.174805
	Iteration 20F: 3 clusters Score -8437674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -8437702.000000 Penalty: 5468.174805
	Iteration 21Q: 3 clusters Score -8437702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -8437719.000000 Penalty: 5468.174805
	Iteration 22Q: 3 clusters Score -8437719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -8437740.000000 Penalty: 5468.174805
	Iteration 23Q: 3 clusters Score -8437740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -8437773.000000 Penalty: 5468.174805
	Iteration 24Q: 3 clusters Score -8437773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -8437783.000000 Penalty: 5468.174805
	Iteration 25Q: 3 clusters Score -8437783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -8437801.000000 Penalty: 5468.174805
	Iteration 26Q: 3 clusters Score -8437801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -8437809.000000 Penalty: 5468.174805
	Iteration 27Q: 3 clusters Score -8437809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -8437812.000000 Penalty: 5468.174805
	Iteration 28Q: 3 clusters Score -8437812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -8437824.000000 Penalty: 5468.174805
	Iteration 29Q: 3 clusters Score -8437824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -8437825.000000 Penalty: 5468.174805
	Iteration 30Q: 3 clusters Score -8437825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -8437827.000000 Penalty: 5468.174805
	Iteration 31Q: 3 clusters Score -8437827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -8437827.000000 Penalty: 5468.174805
	Iteration 32Q: 3 clusters Score -8437827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -8437821.000000 Penalty: 5468.174805
	Iteration 33Q: 3 clusters Score -8437821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -8437821.000000 Penalty: 5468.174805
	Iteration 34F: 3 clusters Score -8437821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Entering Unmasked Estep 
Score: -2565771.000000 Penalty: 2441.338867
	Iteration 0F: 2 clusters Score -2565771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2552451.750000 Penalty: 4882.677734
	Iteration 0F: 3 clusters Score -2552452 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2556733.250000 Penalty: 4882.677734
	Iteration 1F: 3 clusters Score -2556733 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2557196.750000 Penalty: 4882.677734
	Iteration 2F: 3 clusters Score -2557197 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2557801.500000 Penalty: 4882.677734
	Iteration 3F: 3 clusters Score -2557802 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2558538.750000 Penalty: 4882.677734
	Iteration 4F: 3 clusters Score -2558539 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2559386.500000 Penalty: 4882.677734
	Iteration 5F: 3 clusters Score -2559386 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2560333.250000 Penalty: 4882.677734
	Iteration 6F: 3 clusters Score -2560333 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2561239.000000 Penalty: 4882.677734
	Iteration 7F: 3 clusters Score -2561239 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2562064.000000 Penalty: 4882.677734
	Iteration 8F: 3 clusters Score -2562064 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2562889.500000 Penalty: 4882.677734
	Iteration 9F: 3 clusters Score -2562890 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2563590.500000 Penalty: 4882.677734
	Iteration 10F: 3 clusters Score -2563590 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2564128.000000 Penalty: 4882.677734
	Iteration 11Q: 3 clusters Score -2564128 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2564583.750000 Penalty: 4882.677734
	Iteration 12Q: 3 clusters Score -2564584 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2564966.250000 Penalty: 4882.677734
	Iteration 13Q: 3 clusters Score -2564966 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2565288.750000 Penalty: 4882.677734
	Iteration 14Q: 3 clusters Score -2565289 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2565531.750000 Penalty: 4882.677734
	Iteration 15Q: 3 clusters Score -2565532 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2565713.000000 Penalty: 4882.677734
	Iteration 16Q: 3 clusters Score -2565713 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2565816.750000 Penalty: 4882.677734
	Iteration 17Q: 3 clusters Score -2565817 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2565886.000000 Penalty: 4882.677734
	Iteration 18Q: 3 clusters Score -2565886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2565934.500000 Penalty: 4882.677734
	Iteration 19Q: 3 clusters Score -2565934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2565964.000000 Penalty: 4882.677734
	Iteration 20F: 3 clusters Score -2565964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2565976.750000 Penalty: 4882.677734
	Iteration 21Q: 3 clusters Score -2565977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2565983.500000 Penalty: 4882.677734
	Iteration 22Q: 3 clusters Score -2565984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2565997.750000 Penalty: 4882.677734
	Iteration 23Q: 3 clusters Score -2565998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2565993.750000 Penalty: 4882.677734
	Iteration 24Q: 3 clusters Score -2565994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2565994.750000 Penalty: 4882.677734
	Iteration 25Q: 3 clusters Score -2565995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2565997.750000 Penalty: 4882.677734
	Iteration 26Q: 3 clusters Score -2565998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2565999.500000 Penalty: 4882.677734
	Iteration 27Q: 3 clusters Score -2566000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2566004.750000 Penalty: 4882.677734
	Iteration 28Q: 3 clusters Score -2566005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2566003.500000 Penalty: 4882.677734
	Iteration 29Q: 3 clusters Score -2566004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2566001.250000 Penalty: 4882.677734
	Iteration 30Q: 3 clusters Score -2566001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2566001.250000 Penalty: 4882.677734
	Iteration 31F: 3 clusters Score -2566001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 128294 members 
Mstep: Class 5 contains 5205 members 
Mstep: Class 6 contains 17780 members 
Mstep: Class 7 contains 214260 members 
Mstep: Class 8 contains 31129 members 
Mstep: Class 10 contains 61362 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 28864 members 
Mstep: Class 14 contains 5252 members 
Mstep: Class 16 contains 160407 members 
Mstep: Class 18 contains 88551 members 
Mstep: Class 19 contains 48953 members 
Mstep: Class 20 contains 183586 members 
Entering Unmasked Estep 
Score: -144244960.000000 Penalty: 55181.996094
Splitting cluster 12 changes total score from -144240720.000000 to -144244960.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (28864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Entering Unmasked Estep 
Score: -3923745.500000 Penalty: 2547.046875
	Iteration 0F: 2 clusters Score -3923746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3904086.500000 Penalty: 5094.093750
	Iteration 0F: 3 clusters Score -3904086 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3911139.500000 Penalty: 5094.093750
	Iteration 1F: 3 clusters Score -3911140 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3911829.750000 Penalty: 5094.093750
	Iteration 2F: 3 clusters Score -3911830 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3912495.500000 Penalty: 5094.093750
	Iteration 3F: 3 clusters Score -3912496 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3913237.750000 Penalty: 5094.093750
	Iteration 4F: 3 clusters Score -3913238 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3914115.500000 Penalty: 5094.093750
	Iteration 5F: 3 clusters Score -3914116 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3915355.750000 Penalty: 5094.093750
	Iteration 6F: 3 clusters Score -3915356 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3917050.750000 Penalty: 5094.093750
	Iteration 7F: 3 clusters Score -3917051 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3918945.250000 Penalty: 5094.093750
	Iteration 8F: 3 clusters Score -3918945 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3920651.750000 Penalty: 5094.093750
	Iteration 9F: 3 clusters Score -3920652 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3921822.500000 Penalty: 5094.093750
	Iteration 10Q: 3 clusters Score -3921822 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3922505.750000 Penalty: 5094.093750
	Iteration 11Q: 3 clusters Score -3922506 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3922874.750000 Penalty: 5094.093750
	Iteration 12Q: 3 clusters Score -3922875 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3923072.250000 Penalty: 5094.093750
	Iteration 13Q: 3 clusters Score -3923072 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3923163.000000 Penalty: 5094.093750
	Iteration 14Q: 3 clusters Score -3923163 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3923238.250000 Penalty: 5094.093750
	Iteration 15Q: 3 clusters Score -3923238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3923268.500000 Penalty: 5094.093750
	Iteration 16Q: 3 clusters Score -3923268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3923301.750000 Penalty: 5094.093750
	Iteration 17Q: 3 clusters Score -3923302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3923312.500000 Penalty: 5094.093750
	Iteration 18Q: 3 clusters Score -3923312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3923329.750000 Penalty: 5094.093750
	Iteration 19Q: 3 clusters Score -3923330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3923330.000000 Penalty: 5094.093750
	Iteration 20F: 3 clusters Score -3923330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3923338.500000 Penalty: 5094.093750
	Iteration 21Q: 3 clusters Score -3923338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3923347.750000 Penalty: 5094.093750
	Iteration 22Q: 3 clusters Score -3923348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3923344.250000 Penalty: 5094.093750
	Iteration 23Q: 3 clusters Score -3923344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3923341.750000 Penalty: 5094.093750
	Iteration 24Q: 3 clusters Score -3923342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3923349.750000 Penalty: 5094.093750
	Iteration 25Q: 3 clusters Score -3923350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3923345.500000 Penalty: 5094.093750
	Iteration 26Q: 3 clusters Score -3923346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3923353.250000 Penalty: 5094.093750
	Iteration 27Q: 3 clusters Score -3923353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3923350.500000 Penalty: 5094.093750
	Iteration 28Q: 3 clusters Score -3923350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3923352.250000 Penalty: 5094.093750
	Iteration 29Q: 3 clusters Score -3923352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3923357.500000 Penalty: 5094.093750
	Iteration 30Q: 3 clusters Score -3923358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3923355.250000 Penalty: 5094.093750
	Iteration 31Q: 3 clusters Score -3923355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3923355.250000 Penalty: 5094.093750
	Iteration 32F: 3 clusters Score -3923355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Entering Unmasked Estep 
Score: -605271.125000 Penalty: 2124.458252
	Iteration 0F: 2 clusters Score -605271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -600953.875000 Penalty: 4248.916504
	Iteration 0F: 3 clusters Score -600953.9 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -606991.687500 Penalty: 4248.916504
	Iteration 1F: 3 clusters Score -606991.7 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -613218.562500 Penalty: 4248.916504
	Iteration 2F: 3 clusters Score -613218.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -616106.312500 Penalty: 4248.916504
	Iteration 3F: 3 clusters Score -616106.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -616698.437500 Penalty: 4248.916504
	Iteration 4Q: 3 clusters Score -616698.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -616868.312500 Penalty: 4248.916504
	Iteration 5Q: 3 clusters Score -616868.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -616952.000000 Penalty: 4248.916504
	Iteration 6Q: 3 clusters Score -616952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -617037.687500 Penalty: 4248.916504
	Iteration 7Q: 3 clusters Score -617037.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -617223.062500 Penalty: 4248.916504
	Iteration 8Q: 3 clusters Score -617223.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -617343.125000 Penalty: 4248.916504
	Iteration 9Q: 3 clusters Score -617343.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -617391.187500 Penalty: 4248.916504
	Iteration 10Q: 3 clusters Score -617391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -617422.500000 Penalty: 4248.916504
	Iteration 11Q: 3 clusters Score -617422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -617432.437500 Penalty: 4248.916504
	Iteration 12Q: 3 clusters Score -617432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -617436.250000 Penalty: 4248.916504
	Iteration 13Q: 3 clusters Score -617436.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -617437.750000 Penalty: 4248.916504
	Iteration 14Q: 3 clusters Score -617437.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -617438.687500 Penalty: 4248.916504
	Iteration 15F: 3 clusters Score -617438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -617449.875000 Penalty: 4248.916504
	Iteration 16Q: 3 clusters Score -617449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -617489.312500 Penalty: 4248.916504
	Iteration 17Q: 3 clusters Score -617489.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -617544.812500 Penalty: 4248.916504
	Iteration 18Q: 3 clusters Score -617544.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -617606.375000 Penalty: 4248.916504
	Iteration 19Q: 3 clusters Score -617606.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -617625.250000 Penalty: 4248.916504
	Iteration 20F: 3 clusters Score -617625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -617635.000000 Penalty: 4248.916504
	Iteration 21Q: 3 clusters Score -617635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -617638.125000 Penalty: 4248.916504
	Iteration 22Q: 3 clusters Score -617638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -617639.312500 Penalty: 4248.916504
	Iteration 23Q: 3 clusters Score -617639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -617639.687500 Penalty: 4248.916504
	Iteration 24Q: 3 clusters Score -617639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -617639.312500 Penalty: 4248.916504
	Iteration 25Q: 3 clusters Score -617639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -617639.625000 Penalty: 4248.916504
	Iteration 26Q: 3 clusters Score -617639.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -617639.750000 Penalty: 4248.916504
	Iteration 27F: 3 clusters Score -617639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -617663.312500 Penalty: 4248.916504
	Iteration 28Q: 3 clusters Score -617663.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -617686.500000 Penalty: 4248.916504
	Iteration 29Q: 3 clusters Score -617686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -617694.625000 Penalty: 4248.916504
	Iteration 30Q: 3 clusters Score -617694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -617704.562500 Penalty: 4248.916504
	Iteration 31Q: 3 clusters Score -617704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -617718.562500 Penalty: 4248.916504
	Iteration 32Q: 3 clusters Score -617718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -617718.750000 Penalty: 4248.916504
	Iteration 33Q: 3 clusters Score -617718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -617719.750000 Penalty: 4248.916504
	Iteration 34Q: 3 clusters Score -617719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -617719.750000 Penalty: 4248.916504
	Iteration 35F: 3 clusters Score -617719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 128294 members 
Mstep: Class 5 contains 5205 members 
Mstep: Class 6 contains 17780 members 
Mstep: Class 7 contains 214260 members 
Mstep: Class 8 contains 31129 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 61362 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 28864 members 
Mstep: Class 14 contains 3746 members 
Mstep: Class 16 contains 160407 members 
Mstep: Class 18 contains 88551 members 
Mstep: Class 19 contains 48953 members 
Mstep: Class 20 contains 183586 members 
Entering Unmasked Estep 
Score: -144256016.000000 Penalty: 58630.867188
Splitting cluster 14 changes total score from -144240720.000000 to -144256016.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 16 (160407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160407 members 
Entering Unmasked Estep 
Score: -21520212.000000 Penalty: 2972.396484
	Iteration 0F: 2 clusters Score -2.152021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -21413544.000000 Penalty: 5944.792969
	Iteration 0F: 3 clusters Score -2.141354e+07 nChanged 76660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -21458064.000000 Penalty: 5944.792969
	Iteration 1F: 3 clusters Score -2.145806e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -21458978.000000 Penalty: 5944.792969
	Iteration 2Q: 3 clusters Score -2.145898e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -21459984.000000 Penalty: 5944.792969
	Iteration 3Q: 3 clusters Score -2.145998e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -21461596.000000 Penalty: 5944.792969
	Iteration 4Q: 3 clusters Score -2.14616e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74949 members 
Mstep: Class 2 contains 85458 members 
Entering Unmasked Estep 
Score: -21464022.000000 Penalty: 5944.792969
	Iteration 5Q: 3 clusters Score -2.146402e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 88924 members 
Entering Unmasked Estep 
Score: -21468374.000000 Penalty: 5944.792969
	Iteration 6Q: 3 clusters Score -2.146837e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 94625 members 
Entering Unmasked Estep 
Score: -21475322.000000 Penalty: 5944.792969
	Iteration 7F: 3 clusters Score -2.147532e+07 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -21484766.000000 Penalty: 5944.792969
	Iteration 8F: 3 clusters Score -2.148477e+07 nChanged 12845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 112213 members 
Entering Unmasked Estep 
Score: -21495864.000000 Penalty: 5944.792969
	Iteration 9F: 3 clusters Score -2.149586e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 120283 members 
Entering Unmasked Estep 
Score: -21504414.000000 Penalty: 5944.792969
	Iteration 10F: 3 clusters Score -2.150441e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 126330 members 
Entering Unmasked Estep 
Score: -21509548.000000 Penalty: 5944.792969
	Iteration 11Q: 3 clusters Score -2.150955e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 131008 members 
Entering Unmasked Estep 
Score: -21512806.000000 Penalty: 5944.792969
	Iteration 12Q: 3 clusters Score -2.151281e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 134968 members 
Entering Unmasked Estep 
Score: -21515398.000000 Penalty: 5944.792969
	Iteration 13Q: 3 clusters Score -2.15154e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 138359 members 
Entering Unmasked Estep 
Score: -21517340.000000 Penalty: 5944.792969
	Iteration 14Q: 3 clusters Score -2.151734e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 141243 members 
Entering Unmasked Estep 
Score: -21518848.000000 Penalty: 5944.792969
	Iteration 15Q: 3 clusters Score -2.151885e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 143781 members 
Entering Unmasked Estep 
Score: -21520100.000000 Penalty: 5944.792969
	Iteration 16Q: 3 clusters Score -2.15201e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 145967 members 
Entering Unmasked Estep 
Score: -21521216.000000 Penalty: 5944.792969
	Iteration 17Q: 3 clusters Score -2.152122e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 147856 members 
Entering Unmasked Estep 
Score: -21522106.000000 Penalty: 5944.792969
	Iteration 18Q: 3 clusters Score -2.152211e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 149503 members 
Entering Unmasked Estep 
Score: -21522736.000000 Penalty: 5944.792969
	Iteration 19Q: 3 clusters Score -2.152274e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 150951 members 
Entering Unmasked Estep 
Score: -21523370.000000 Penalty: 5944.792969
	Iteration 20F: 3 clusters Score -2.152337e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 152207 members 
Entering Unmasked Estep 
Score: -21523948.000000 Penalty: 5944.792969
	Iteration 21Q: 3 clusters Score -2.152395e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 153180 members 
Entering Unmasked Estep 
Score: -21524390.000000 Penalty: 5944.792969
	Iteration 22Q: 3 clusters Score -2.152439e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 153917 members 
Entering Unmasked Estep 
Score: -21524630.000000 Penalty: 5944.792969
	Iteration 23Q: 3 clusters Score -2.152463e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -21524784.000000 Penalty: 5944.792969
	Iteration 24Q: 3 clusters Score -2.152478e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 154864 members 
Entering Unmasked Estep 
Score: -21524876.000000 Penalty: 5944.792969
	Iteration 25Q: 3 clusters Score -2.152488e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 155212 members 
Entering Unmasked Estep 
Score: -21524930.000000 Penalty: 5944.792969
	Iteration 26Q: 3 clusters Score -2.152493e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 155492 members 
Entering Unmasked Estep 
Score: -21525004.000000 Penalty: 5944.792969
	Iteration 27Q: 3 clusters Score -2.1525e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 155678 members 
Entering Unmasked Estep 
Score: -21525010.000000 Penalty: 5944.792969
	Iteration 28Q: 3 clusters Score -2.152501e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 155838 members 
Entering Unmasked Estep 
Score: -21524970.000000 Penalty: 5944.792969
	Iteration 29Q: 3 clusters Score -2.152497e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 155955 members 
Entering Unmasked Estep 
Score: -21524976.000000 Penalty: 5944.792969
	Iteration 30Q: 3 clusters Score -2.152498e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 156062 members 
Entering Unmasked Estep 
Score: -21524968.000000 Penalty: 5944.792969
	Iteration 31Q: 3 clusters Score -2.152497e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 156142 members 
Entering Unmasked Estep 
Score: -21524966.000000 Penalty: 5944.792969
	Iteration 32Q: 3 clusters Score -2.152497e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -21524950.000000 Penalty: 5944.792969
	Iteration 33Q: 3 clusters Score -2.152495e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 156273 members 
Entering Unmasked Estep 
Score: -21524944.000000 Penalty: 5944.792969
	Iteration 34Q: 3 clusters Score -2.152494e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 156320 members 
Entering Unmasked Estep 
Score: -21524950.000000 Penalty: 5944.792969
	Iteration 35Q: 3 clusters Score -2.152495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 156352 members 
Entering Unmasked Estep 
Score: -21524916.000000 Penalty: 5944.792969
	Iteration 36Q: 3 clusters Score -2.152492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 156373 members 
Entering Unmasked Estep 
Score: -21524920.000000 Penalty: 5944.792969
	Iteration 37Q: 3 clusters Score -2.152492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 156390 members 
Entering Unmasked Estep 
Score: -21524922.000000 Penalty: 5944.792969
	Iteration 38Q: 3 clusters Score -2.152492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 156404 members 
Entering Unmasked Estep 
Score: -21524912.000000 Penalty: 5944.792969
	Iteration 39Q: 3 clusters Score -2.152491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 156414 members 
Entering Unmasked Estep 
Score: -21524910.000000 Penalty: 5944.792969
	Iteration 40F: 3 clusters Score -2.152491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 156421 members 
Entering Unmasked Estep 
Score: -21524924.000000 Penalty: 5944.792969
	Iteration 41Q: 3 clusters Score -2.152492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 156427 members 
Entering Unmasked Estep 
Score: -21524938.000000 Penalty: 5944.792969
	Iteration 42Q: 3 clusters Score -2.152494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 156433 members 
Entering Unmasked Estep 
Score: -21524932.000000 Penalty: 5944.792969
	Iteration 43Q: 3 clusters Score -2.152493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 156436 members 
Entering Unmasked Estep 
Score: -21524926.000000 Penalty: 5944.792969
	Iteration 44Q: 3 clusters Score -2.152493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 156439 members 
Entering Unmasked Estep 
Score: -21524922.000000 Penalty: 5944.792969
	Iteration 45Q: 3 clusters Score -2.152492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 156441 members 
Entering Unmasked Estep 
Score: -21524920.000000 Penalty: 5944.792969
	Iteration 46Q: 3 clusters Score -2.152492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 156445 members 
Entering Unmasked Estep 
Score: -21524916.000000 Penalty: 5944.792969
	Iteration 47Q: 3 clusters Score -2.152492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -21524936.000000 Penalty: 5944.792969
	Iteration 48Q: 3 clusters Score -2.152494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 156456 members 
Entering Unmasked Estep 
Score: -21524946.000000 Penalty: 5944.792969
	Iteration 49Q: 3 clusters Score -2.152495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 156461 members 
Entering Unmasked Estep 
Score: -21524960.000000 Penalty: 5944.792969
	Iteration 50Q: 3 clusters Score -2.152496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 156468 members 
Entering Unmasked Estep 
Score: -21524938.000000 Penalty: 5944.792969
	Iteration 51Q: 3 clusters Score -2.152494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 156480 members 
Entering Unmasked Estep 
Score: -21524922.000000 Penalty: 5944.792969
	Iteration 52Q: 3 clusters Score -2.152492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 156494 members 
Entering Unmasked Estep 
Score: -21524924.000000 Penalty: 5944.792969
	Iteration 53Q: 3 clusters Score -2.152492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 156502 members 
Entering Unmasked Estep 
Score: -21524928.000000 Penalty: 5944.792969
	Iteration 54Q: 3 clusters Score -2.152493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 156509 members 
Entering Unmasked Estep 
Score: -21524930.000000 Penalty: 5944.792969
	Iteration 55Q: 3 clusters Score -2.152493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 156514 members 
Entering Unmasked Estep 
Score: -21524920.000000 Penalty: 5944.792969
	Iteration 56Q: 3 clusters Score -2.152492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 156519 members 
Entering Unmasked Estep 
Score: -21524910.000000 Penalty: 5944.792969
	Iteration 57Q: 3 clusters Score -2.152491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 156522 members 
Entering Unmasked Estep 
Score: -21524898.000000 Penalty: 5944.792969
	Iteration 58Q: 3 clusters Score -2.15249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 156525 members 
Entering Unmasked Estep 
Score: -21524902.000000 Penalty: 5944.792969
	Iteration 59Q: 3 clusters Score -2.15249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 156527 members 
Entering Unmasked Estep 
Score: -21524912.000000 Penalty: 5944.792969
	Iteration 60F: 3 clusters Score -2.152491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 156529 members 
Entering Unmasked Estep 
Score: -21524910.000000 Penalty: 5944.792969
	Iteration 61Q: 3 clusters Score -2.152491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 156529 members 
Entering Unmasked Estep 
Score: -21524910.000000 Penalty: 5944.792969
	Iteration 62F: 3 clusters Score -2.152491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 128294 members 
Mstep: Class 5 contains 5205 members 
Mstep: Class 6 contains 17780 members 
Mstep: Class 7 contains 214260 members 
Mstep: Class 8 contains 31129 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 61362 members 
Mstep: Class 11 contains 156529 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 28864 members 
Mstep: Class 14 contains 3746 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 18 contains 88551 members 
Mstep: Class 19 contains 48953 members 
Mstep: Class 20 contains 183586 members 
Entering Unmasked Estep 
Score: -144259744.000000 Penalty: 62079.742188
Splitting cluster 16 changes total score from -144240720.000000 to -144259744.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 18 (88551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Entering Unmasked Estep 
Score: -11951752.000000 Penalty: 2825.050781
	Iteration 0F: 2 clusters Score -1.195175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -11892714.000000 Penalty: 5650.101562
	Iteration 0F: 3 clusters Score -1.189271e+07 nChanged 41688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -11916531.000000 Penalty: 5650.101562
	Iteration 1F: 3 clusters Score -1.191653e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -11917726.000000 Penalty: 5650.101562
	Iteration 2Q: 3 clusters Score -1.191773e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -11919306.000000 Penalty: 5650.101562
	Iteration 3Q: 3 clusters Score -1.191931e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -11921697.000000 Penalty: 5650.101562
	Iteration 4F: 3 clusters Score -1.19217e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -11925514.000000 Penalty: 5650.101562
	Iteration 5F: 3 clusters Score -1.192551e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -11931158.000000 Penalty: 5650.101562
	Iteration 6F: 3 clusters Score -1.193116e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -11937668.000000 Penalty: 5650.101562
	Iteration 7F: 3 clusters Score -1.193767e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -11942295.000000 Penalty: 5650.101562
	Iteration 8F: 3 clusters Score -1.19423e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -11944258.000000 Penalty: 5650.101562
	Iteration 9Q: 3 clusters Score -1.194426e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -11944879.000000 Penalty: 5650.101562
	Iteration 10Q: 3 clusters Score -1.194488e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 70678 members 
Entering Unmasked Estep 
Score: -11945267.000000 Penalty: 5650.101562
	Iteration 11Q: 3 clusters Score -1.194527e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -11945521.000000 Penalty: 5650.101562
	Iteration 12Q: 3 clusters Score -1.194552e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -11945829.000000 Penalty: 5650.101562
	Iteration 13Q: 3 clusters Score -1.194583e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
Score: -11946088.000000 Penalty: 5650.101562
	Iteration 14Q: 3 clusters Score -1.194609e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -11946336.000000 Penalty: 5650.101562
	Iteration 15Q: 3 clusters Score -1.194634e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -11946544.000000 Penalty: 5650.101562
	Iteration 16Q: 3 clusters Score -1.194654e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -11946804.000000 Penalty: 5650.101562
	Iteration 17Q: 3 clusters Score -1.19468e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -11947046.000000 Penalty: 5650.101562
	Iteration 18Q: 3 clusters Score -1.194705e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 77407 members 
Entering Unmasked Estep 
Score: -11947255.000000 Penalty: 5650.101562
	Iteration 19Q: 3 clusters Score -1.194726e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -11947497.000000 Penalty: 5650.101562
	Iteration 20F: 3 clusters Score -1.19475e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -11947714.000000 Penalty: 5650.101562
	Iteration 21Q: 3 clusters Score -1.194771e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -11947884.000000 Penalty: 5650.101562
	Iteration 22Q: 3 clusters Score -1.194788e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -11948051.000000 Penalty: 5650.101562
	Iteration 23Q: 3 clusters Score -1.194805e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -11948242.000000 Penalty: 5650.101562
	Iteration 24Q: 3 clusters Score -1.194824e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -11948359.000000 Penalty: 5650.101562
	Iteration 25Q: 3 clusters Score -1.194836e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -11948452.000000 Penalty: 5650.101562
	Iteration 26Q: 3 clusters Score -1.194845e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -11948587.000000 Penalty: 5650.101562
	Iteration 27Q: 3 clusters Score -1.194859e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -11948684.000000 Penalty: 5650.101562
	Iteration 28Q: 3 clusters Score -1.194868e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -11948768.000000 Penalty: 5650.101562
	Iteration 29Q: 3 clusters Score -1.194877e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -11948848.000000 Penalty: 5650.101562
	Iteration 30Q: 3 clusters Score -1.194885e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -11948909.000000 Penalty: 5650.101562
	Iteration 31Q: 3 clusters Score -1.194891e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -11948992.000000 Penalty: 5650.101562
	Iteration 32Q: 3 clusters Score -1.194899e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -11949042.000000 Penalty: 5650.101562
	Iteration 33Q: 3 clusters Score -1.194904e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -11949072.000000 Penalty: 5650.101562
	Iteration 34Q: 3 clusters Score -1.194907e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -11949156.000000 Penalty: 5650.101562
	Iteration 35Q: 3 clusters Score -1.194916e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -11949179.000000 Penalty: 5650.101562
	Iteration 36Q: 3 clusters Score -1.194918e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -11949204.000000 Penalty: 5650.101562
	Iteration 37Q: 3 clusters Score -1.19492e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -11949257.000000 Penalty: 5650.101562
	Iteration 38Q: 3 clusters Score -1.194926e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -11949273.000000 Penalty: 5650.101562
	Iteration 39Q: 3 clusters Score -1.194927e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -11949300.000000 Penalty: 5650.101562
	Iteration 40F: 3 clusters Score -1.19493e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -11949319.000000 Penalty: 5650.101562
	Iteration 41Q: 3 clusters Score -1.194932e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -11949339.000000 Penalty: 5650.101562
	Iteration 42Q: 3 clusters Score -1.194934e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -11949377.000000 Penalty: 5650.101562
	Iteration 43Q: 3 clusters Score -1.194938e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -11949383.000000 Penalty: 5650.101562
	Iteration 44Q: 3 clusters Score -1.194938e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 85439 members 
Entering Unmasked Estep 
Score: -11949387.000000 Penalty: 5650.101562
	Iteration 45Q: 3 clusters Score -1.194939e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -11949379.000000 Penalty: 5650.101562
	Iteration 46Q: 3 clusters Score -1.194938e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -11949399.000000 Penalty: 5650.101562
	Iteration 47Q: 3 clusters Score -1.19494e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 85585 members 
Entering Unmasked Estep 
Score: -11949397.000000 Penalty: 5650.101562
	Iteration 48Q: 3 clusters Score -1.19494e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -11949432.000000 Penalty: 5650.101562
	Iteration 49Q: 3 clusters Score -1.194943e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -11949441.000000 Penalty: 5650.101562
	Iteration 50Q: 3 clusters Score -1.194944e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -11949461.000000 Penalty: 5650.101562
	Iteration 51Q: 3 clusters Score -1.194946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -11949456.000000 Penalty: 5650.101562
	Iteration 52Q: 3 clusters Score -1.194946e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -11949454.000000 Penalty: 5650.101562
	Iteration 53Q: 3 clusters Score -1.194945e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -11949463.000000 Penalty: 5650.101562
	Iteration 54Q: 3 clusters Score -1.194946e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
Score: -11949466.000000 Penalty: 5650.101562
	Iteration 55Q: 3 clusters Score -1.194947e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -11949489.000000 Penalty: 5650.101562
	Iteration 56Q: 3 clusters Score -1.194949e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -11949502.000000 Penalty: 5650.101562
	Iteration 57Q: 3 clusters Score -1.19495e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -11949508.000000 Penalty: 5650.101562
	Iteration 58Q: 3 clusters Score -1.194951e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -11949556.000000 Penalty: 5650.101562
	Iteration 59Q: 3 clusters Score -1.194956e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -11949546.000000 Penalty: 5650.101562
	Iteration 60F: 3 clusters Score -1.194955e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -11949574.000000 Penalty: 5650.101562
	Iteration 61Q: 3 clusters Score -1.194957e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -11949593.000000 Penalty: 5650.101562
	Iteration 62Q: 3 clusters Score -1.194959e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 86295 members 
Entering Unmasked Estep 
Score: -11949593.000000 Penalty: 5650.101562
	Iteration 63Q: 3 clusters Score -1.194959e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 86330 members 
Entering Unmasked Estep 
Score: -11949613.000000 Penalty: 5650.101562
	Iteration 64Q: 3 clusters Score -1.194961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -11949621.000000 Penalty: 5650.101562
	Iteration 65Q: 3 clusters Score -1.194962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -11949609.000000 Penalty: 5650.101562
	Iteration 66Q: 3 clusters Score -1.194961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -11949625.000000 Penalty: 5650.101562
	Iteration 67Q: 3 clusters Score -1.194962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 86412 members 
Entering Unmasked Estep 
Score: -11949626.000000 Penalty: 5650.101562
	Iteration 68Q: 3 clusters Score -1.194963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -11949614.000000 Penalty: 5650.101562
	Iteration 69Q: 3 clusters Score -1.194961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
Score: -11949621.000000 Penalty: 5650.101562
	Iteration 70Q: 3 clusters Score -1.194962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -11949605.000000 Penalty: 5650.101562
	Iteration 71Q: 3 clusters Score -1.19496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -11949605.000000 Penalty: 5650.101562
	Iteration 72Q: 3 clusters Score -1.19496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
Score: -11949622.000000 Penalty: 5650.101562
	Iteration 73Q: 3 clusters Score -1.194962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -11949615.000000 Penalty: 5650.101562
	Iteration 74Q: 3 clusters Score -1.194962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -11949609.000000 Penalty: 5650.101562
	Iteration 75Q: 3 clusters Score -1.194961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -11949623.000000 Penalty: 5650.101562
	Iteration 76Q: 3 clusters Score -1.194962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 86520 members 
Entering Unmasked Estep 
Score: -11949630.000000 Penalty: 5650.101562
	Iteration 77Q: 3 clusters Score -1.194963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -11949640.000000 Penalty: 5650.101562
	Iteration 78Q: 3 clusters Score -1.194964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 86536 members 
Entering Unmasked Estep 
Score: -11949635.000000 Penalty: 5650.101562
	Iteration 79Q: 3 clusters Score -1.194964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -11949629.000000 Penalty: 5650.101562
	Iteration 80F: 3 clusters Score -1.194963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 86547 members 
Entering Unmasked Estep 
Score: -11949635.000000 Penalty: 5650.101562
	Iteration 81Q: 3 clusters Score -1.194964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 86555 members 
Entering Unmasked Estep 
Score: -11949643.000000 Penalty: 5650.101562
	Iteration 82Q: 3 clusters Score -1.194964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -11949639.000000 Penalty: 5650.101562
	Iteration 83Q: 3 clusters Score -1.194964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -11949640.000000 Penalty: 5650.101562
	Iteration 84Q: 3 clusters Score -1.194964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -11949635.000000 Penalty: 5650.101562
	Iteration 85Q: 3 clusters Score -1.194964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -11949636.000000 Penalty: 5650.101562
	Iteration 86Q: 3 clusters Score -1.194964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -11949633.000000 Penalty: 5650.101562
	Iteration 87Q: 3 clusters Score -1.194963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -11949631.000000 Penalty: 5650.101562
	Iteration 88Q: 3 clusters Score -1.194963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -11949629.000000 Penalty: 5650.101562
	Iteration 89Q: 3 clusters Score -1.194963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -11949634.000000 Penalty: 5650.101562
	Iteration 90Q: 3 clusters Score -1.194963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -11949636.000000 Penalty: 5650.101562
	Iteration 91Q: 3 clusters Score -1.194964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 86600 members 
Entering Unmasked Estep 
Score: -11949634.000000 Penalty: 5650.101562
	Iteration 92Q: 3 clusters Score -1.194963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 86605 members 
Entering Unmasked Estep 
Score: -11949631.000000 Penalty: 5650.101562
	Iteration 93Q: 3 clusters Score -1.194963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -11949636.000000 Penalty: 5650.101562
	Iteration 94Q: 3 clusters Score -1.194964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -11949646.000000 Penalty: 5650.101562
	Iteration 95Q: 3 clusters Score -1.194965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -11949643.000000 Penalty: 5650.101562
	Iteration 96Q: 3 clusters Score -1.194964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -11949647.000000 Penalty: 5650.101562
	Iteration 97Q: 3 clusters Score -1.194965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -11949640.000000 Penalty: 5650.101562
	Iteration 98Q: 3 clusters Score -1.194964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -11949630.000000 Penalty: 5650.101562
	Iteration 99Q: 3 clusters Score -1.194963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -11949631.000000 Penalty: 5650.101562
	Iteration 100F: 3 clusters Score -1.194963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -11949624.000000 Penalty: 5650.101562
	Iteration 101Q: 3 clusters Score -1.194962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -11949634.000000 Penalty: 5650.101562
	Iteration 102Q: 3 clusters Score -1.194963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -11949647.000000 Penalty: 5650.101562
	Iteration 103Q: 3 clusters Score -1.194965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -11949637.000000 Penalty: 5650.101562
	Iteration 104Q: 3 clusters Score -1.194964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -11949630.000000 Penalty: 5650.101562
	Iteration 105Q: 3 clusters Score -1.194963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -11949631.000000 Penalty: 5650.101562
	Iteration 106Q: 3 clusters Score -1.194963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -11949627.000000 Penalty: 5650.101562
	Iteration 107Q: 3 clusters Score -1.194963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -11949630.000000 Penalty: 5650.101562
	Iteration 108Q: 3 clusters Score -1.194963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -11949641.000000 Penalty: 5650.101562
	Iteration 109Q: 3 clusters Score -1.194964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -11949642.000000 Penalty: 5650.101562
	Iteration 110Q: 3 clusters Score -1.194964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -11949650.000000 Penalty: 5650.101562
	Iteration 111Q: 3 clusters Score -1.194965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -11949650.000000 Penalty: 5650.101562
	Iteration 112F: 3 clusters Score -1.194965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Entering Unmasked Estep 
Score: -6354176.500000 Penalty: 2678.056885
	Iteration 0F: 2 clusters Score -6354176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -6321221.000000 Penalty: 5356.113770
	Iteration 0F: 3 clusters Score -6321221 nChanged 22515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -6333860.500000 Penalty: 5356.113770
	Iteration 1F: 3 clusters Score -6333860 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -6335595.500000 Penalty: 5356.113770
	Iteration 2Q: 3 clusters Score -6335596 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -6338372.000000 Penalty: 5356.113770
	Iteration 3F: 3 clusters Score -6338372 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -6341652.500000 Penalty: 5356.113770
	Iteration 4F: 3 clusters Score -6341652 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -6345056.000000 Penalty: 5356.113770
	Iteration 5F: 3 clusters Score -6345056 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -6347744.500000 Penalty: 5356.113770
	Iteration 6F: 3 clusters Score -6347744 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -6349571.500000 Penalty: 5356.113770
	Iteration 7F: 3 clusters Score -6349572 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -6350890.000000 Penalty: 5356.113770
	Iteration 8Q: 3 clusters Score -6350890 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -6352138.000000 Penalty: 5356.113770
	Iteration 9Q: 3 clusters Score -6352138 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -6353447.500000 Penalty: 5356.113770
	Iteration 10Q: 3 clusters Score -6353448 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -6354637.000000 Penalty: 5356.113770
	Iteration 11Q: 3 clusters Score -6354637 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -6355271.000000 Penalty: 5356.113770
	Iteration 12Q: 3 clusters Score -6355271 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -6355417.000000 Penalty: 5356.113770
	Iteration 13Q: 3 clusters Score -6355417 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -6355487.500000 Penalty: 5356.113770
	Iteration 14Q: 3 clusters Score -6355488 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -6355552.000000 Penalty: 5356.113770
	Iteration 15Q: 3 clusters Score -6355552 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -6355596.500000 Penalty: 5356.113770
	Iteration 16Q: 3 clusters Score -6355596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -6355604.500000 Penalty: 5356.113770
	Iteration 17Q: 3 clusters Score -6355604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -6355611.500000 Penalty: 5356.113770
	Iteration 18Q: 3 clusters Score -6355612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6355617.000000 Penalty: 5356.113770
	Iteration 19Q: 3 clusters Score -6355617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -6355639.000000 Penalty: 5356.113770
	Iteration 20F: 3 clusters Score -6355639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -6355646.500000 Penalty: 5356.113770
	Iteration 21Q: 3 clusters Score -6355646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -6355652.000000 Penalty: 5356.113770
	Iteration 22Q: 3 clusters Score -6355652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -6355649.000000 Penalty: 5356.113770
	Iteration 23Q: 3 clusters Score -6355649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -6355642.000000 Penalty: 5356.113770
	Iteration 24Q: 3 clusters Score -6355642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -6355644.500000 Penalty: 5356.113770
	Iteration 25Q: 3 clusters Score -6355644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -6355656.500000 Penalty: 5356.113770
	Iteration 26Q: 3 clusters Score -6355656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -6355658.000000 Penalty: 5356.113770
	Iteration 27Q: 3 clusters Score -6355658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -6355654.500000 Penalty: 5356.113770
	Iteration 28Q: 3 clusters Score -6355654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -6355655.000000 Penalty: 5356.113770
	Iteration 29Q: 3 clusters Score -6355655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -6355652.000000 Penalty: 5356.113770
	Iteration 30Q: 3 clusters Score -6355652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -6355645.000000 Penalty: 5356.113770
	Iteration 31Q: 3 clusters Score -6355645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -6355645.000000 Penalty: 5356.113770
	Iteration 32F: 3 clusters Score -6355645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 128294 members 
Mstep: Class 5 contains 5205 members 
Mstep: Class 6 contains 17780 members 
Mstep: Class 7 contains 214260 members 
Mstep: Class 8 contains 31129 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 61362 members 
Mstep: Class 11 contains 156529 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 28864 members 
Mstep: Class 14 contains 3746 members 
Mstep: Class 15 contains 46662 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 18 contains 88551 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 183586 members 
Entering Unmasked Estep 
Score: -144260512.000000 Penalty: 65528.617188
Splitting cluster 19 changes total score from -144240720.000000 to -144260512.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 20 (183586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183586 members 
Entering Unmasked Estep 
Score: -24581036.000000 Penalty: 3005.868652
	Iteration 0F: 2 clusters Score -2.458104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91754 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -24461634.000000 Penalty: 6011.737305
	Iteration 0F: 3 clusters Score -2.446163e+07 nChanged 87819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -24513766.000000 Penalty: 6011.737305
	Iteration 1F: 3 clusters Score -2.451377e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 96992 members 
Entering Unmasked Estep 
Score: -24515632.000000 Penalty: 6011.737305
	Iteration 2Q: 3 clusters Score -2.451563e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 100036 members 
Entering Unmasked Estep 
Score: -24518294.000000 Penalty: 6011.737305
	Iteration 3Q: 3 clusters Score -2.451829e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 104465 members 
Entering Unmasked Estep 
Score: -24522222.000000 Penalty: 6011.737305
	Iteration 4Q: 3 clusters Score -2.452222e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 110658 members 
Entering Unmasked Estep 
Score: -24528300.000000 Penalty: 6011.737305
	Iteration 5F: 3 clusters Score -2.45283e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 118731 members 
Entering Unmasked Estep 
Score: -24536580.000000 Penalty: 6011.737305
	Iteration 6F: 3 clusters Score -2.453658e+07 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 128061 members 
Entering Unmasked Estep 
Score: -24545962.000000 Penalty: 6011.737305
	Iteration 7F: 3 clusters Score -2.454596e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 137470 members 
Entering Unmasked Estep 
Score: -24555634.000000 Penalty: 6011.737305
	Iteration 8F: 3 clusters Score -2.455563e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 145396 members 
Entering Unmasked Estep 
Score: -24563598.000000 Penalty: 6011.737305
	Iteration 9F: 3 clusters Score -2.45636e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 151312 members 
Entering Unmasked Estep 
Score: -24569318.000000 Penalty: 6011.737305
	Iteration 10Q: 3 clusters Score -2.456932e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -24572604.000000 Penalty: 6011.737305
	Iteration 11Q: 3 clusters Score -2.45726e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 158861 members 
Entering Unmasked Estep 
Score: -24574688.000000 Penalty: 6011.737305
	Iteration 12Q: 3 clusters Score -2.457469e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 161735 members 
Entering Unmasked Estep 
Score: -24576008.000000 Penalty: 6011.737305
	Iteration 13Q: 3 clusters Score -2.457601e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 164533 members 
Entering Unmasked Estep 
Score: -24576930.000000 Penalty: 6011.737305
	Iteration 14Q: 3 clusters Score -2.457693e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 167059 members 
Entering Unmasked Estep 
Score: -24577694.000000 Penalty: 6011.737305
	Iteration 15Q: 3 clusters Score -2.457769e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 169341 members 
Entering Unmasked Estep 
Score: -24578408.000000 Penalty: 6011.737305
	Iteration 16Q: 3 clusters Score -2.457841e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 171301 members 
Entering Unmasked Estep 
Score: -24578808.000000 Penalty: 6011.737305
	Iteration 17Q: 3 clusters Score -2.457881e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 172927 members 
Entering Unmasked Estep 
Score: -24579130.000000 Penalty: 6011.737305
	Iteration 18Q: 3 clusters Score -2.457913e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 174321 members 
Entering Unmasked Estep 
Score: -24579448.000000 Penalty: 6011.737305
	Iteration 19Q: 3 clusters Score -2.457945e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 175473 members 
Entering Unmasked Estep 
Score: -24579780.000000 Penalty: 6011.737305
	Iteration 20F: 3 clusters Score -2.457978e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 176485 members 
Entering Unmasked Estep 
Score: -24579808.000000 Penalty: 6011.737305
	Iteration 21Q: 3 clusters Score -2.457981e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 177349 members 
Entering Unmasked Estep 
Score: -24579936.000000 Penalty: 6011.737305
	Iteration 22Q: 3 clusters Score -2.457994e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 178060 members 
Entering Unmasked Estep 
Score: -24579902.000000 Penalty: 6011.737305
	Iteration 23Q: 3 clusters Score -2.45799e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 178608 members 
Entering Unmasked Estep 
Score: -24579916.000000 Penalty: 6011.737305
	Iteration 24Q: 3 clusters Score -2.457992e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 179072 members 
Entering Unmasked Estep 
Score: -24579870.000000 Penalty: 6011.737305
	Iteration 25Q: 3 clusters Score -2.457987e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 179453 members 
Entering Unmasked Estep 
Score: -24579862.000000 Penalty: 6011.737305
	Iteration 26Q: 3 clusters Score -2.457986e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 179780 members 
Entering Unmasked Estep 
Score: -24579776.000000 Penalty: 6011.737305
	Iteration 27Q: 3 clusters Score -2.457978e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 180042 members 
Entering Unmasked Estep 
Score: -24579770.000000 Penalty: 6011.737305
	Iteration 28Q: 3 clusters Score -2.457977e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 180269 members 
Entering Unmasked Estep 
Score: -24579714.000000 Penalty: 6011.737305
	Iteration 29Q: 3 clusters Score -2.457971e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 180470 members 
Entering Unmasked Estep 
Score: -24579756.000000 Penalty: 6011.737305
	Iteration 30Q: 3 clusters Score -2.457976e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 180649 members 
Entering Unmasked Estep 
Score: -24579778.000000 Penalty: 6011.737305
	Iteration 31Q: 3 clusters Score -2.457978e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 180806 members 
Entering Unmasked Estep 
Score: -24579738.000000 Penalty: 6011.737305
	Iteration 32Q: 3 clusters Score -2.457974e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 180936 members 
Entering Unmasked Estep 
Score: -24579694.000000 Penalty: 6011.737305
	Iteration 33Q: 3 clusters Score -2.457969e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 181059 members 
Entering Unmasked Estep 
Score: -24579632.000000 Penalty: 6011.737305
	Iteration 34Q: 3 clusters Score -2.457963e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 181158 members 
Entering Unmasked Estep 
Score: -24579632.000000 Penalty: 6011.737305
	Iteration 35Q: 3 clusters Score -2.457963e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 181234 members 
Entering Unmasked Estep 
Score: -24579618.000000 Penalty: 6011.737305
	Iteration 36Q: 3 clusters Score -2.457962e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 181302 members 
Entering Unmasked Estep 
Score: -24579616.000000 Penalty: 6011.737305
	Iteration 37Q: 3 clusters Score -2.457962e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 181362 members 
Entering Unmasked Estep 
Score: -24579608.000000 Penalty: 6011.737305
	Iteration 38Q: 3 clusters Score -2.457961e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 181412 members 
Entering Unmasked Estep 
Score: -24579598.000000 Penalty: 6011.737305
	Iteration 39Q: 3 clusters Score -2.45796e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 181447 members 
Entering Unmasked Estep 
Score: -24579610.000000 Penalty: 6011.737305
	Iteration 40F: 3 clusters Score -2.457961e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 181478 members 
Entering Unmasked Estep 
Score: -24579594.000000 Penalty: 6011.737305
	Iteration 41Q: 3 clusters Score -2.457959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 181498 members 
Entering Unmasked Estep 
Score: -24579578.000000 Penalty: 6011.737305
	Iteration 42Q: 3 clusters Score -2.457958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 181511 members 
Entering Unmasked Estep 
Score: -24579572.000000 Penalty: 6011.737305
	Iteration 43Q: 3 clusters Score -2.457957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 181520 members 
Entering Unmasked Estep 
Score: -24579562.000000 Penalty: 6011.737305
	Iteration 44Q: 3 clusters Score -2.457956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 181528 members 
Entering Unmasked Estep 
Score: -24579554.000000 Penalty: 6011.737305
	Iteration 45Q: 3 clusters Score -2.457955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 181536 members 
Entering Unmasked Estep 
Score: -24579564.000000 Penalty: 6011.737305
	Iteration 46Q: 3 clusters Score -2.457956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 181541 members 
Entering Unmasked Estep 
Score: -24579564.000000 Penalty: 6011.737305
	Iteration 47Q: 3 clusters Score -2.457956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 181548 members 
Entering Unmasked Estep 
Score: -24579568.000000 Penalty: 6011.737305
	Iteration 48Q: 3 clusters Score -2.457957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 181551 members 
Entering Unmasked Estep 
Score: -24579576.000000 Penalty: 6011.737305
	Iteration 49Q: 3 clusters Score -2.457958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 181552 members 
Entering Unmasked Estep 
Score: -24579582.000000 Penalty: 6011.737305
	Iteration 50Q: 3 clusters Score -2.457958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 181554 members 
Entering Unmasked Estep 
Score: -24579584.000000 Penalty: 6011.737305
	Iteration 51Q: 3 clusters Score -2.457958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 181554 members 
Entering Unmasked Estep 
Score: -24579578.000000 Penalty: 6011.737305
	Iteration 52Q: 3 clusters Score -2.457958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 181556 members 
Entering Unmasked Estep 
Score: -24579574.000000 Penalty: 6011.737305
	Iteration 53Q: 3 clusters Score -2.457957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 181557 members 
Entering Unmasked Estep 
Score: -24579580.000000 Penalty: 6011.737305
	Iteration 54Q: 3 clusters Score -2.457958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 181558 members 
Entering Unmasked Estep 
Score: -24579584.000000 Penalty: 6011.737305
	Iteration 55Q: 3 clusters Score -2.457958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 181558 members 
Entering Unmasked Estep 
Score: -24579584.000000 Penalty: 6011.737305
	Iteration 56F: 3 clusters Score -2.457958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 128294 members 
Mstep: Class 5 contains 5205 members 
Mstep: Class 7 contains 214260 members 
Mstep: Class 8 contains 31129 members 
Mstep: Class 10 contains 61362 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 28864 members 
Mstep: Class 14 contains 3746 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 18 contains 88551 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 183586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144268032.000000 Penalty: 65528.617188
Iteration 39Q: 20 clusters Score -1.44268e+08 nChanged 18345
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 110484 members 
Mstep: Class 2 contains 2143 members 
Mstep: Class 3 contains 7053 members 
Mstep: Class 4 contains 129455 members 
Mstep: Class 5 contains 6639 members 
Mstep: Class 6 contains 17656 members 
Mstep: Class 7 contains 212154 members 
Mstep: Class 8 contains 31473 members 
Mstep: Class 9 contains 1426 members 
Mstep: Class 10 contains 64082 members 
Mstep: Class 11 contains 155011 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 28926 members 
Mstep: Class 14 contains 3173 members 
Mstep: Class 15 contains 47096 members 
Mstep: Class 16 contains 3897 members 
Mstep: Class 18 contains 87026 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 184380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144275936.000000 Penalty: 65528.617188
Iteration 40F: 20 clusters Score -1.442759e+08 nChanged 19993
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 111668 members 
Mstep: Class 2 contains 2143 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 129623 members 
Mstep: Class 5 contains 8425 members 
Mstep: Class 6 contains 18590 members 
Mstep: Class 7 contains 209230 members 
Mstep: Class 8 contains 31746 members 
Mstep: Class 9 contains 1414 members 
Mstep: Class 10 contains 66449 members 
Mstep: Class 11 contains 155162 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 28832 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 47256 members 
Mstep: Class 16 contains 3927 members 
Mstep: Class 18 contains 84605 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 183593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144283984.000000 Penalty: 65528.617188
Iteration 41Q: 20 clusters Score -1.44284e+08 nChanged 15908
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 2139 members 
Mstep: Class 3 contains 6949 members 
Mstep: Class 4 contains 129754 members 
Mstep: Class 5 contains 9461 members 
Mstep: Class 6 contains 19324 members 
Mstep: Class 7 contains 206818 members 
Mstep: Class 8 contains 32018 members 
Mstep: Class 9 contains 1386 members 
Mstep: Class 10 contains 69234 members 
Mstep: Class 11 contains 155127 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 28800 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 47260 members 
Mstep: Class 16 contains 3993 members 
Mstep: Class 18 contains 82394 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 182853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144290032.000000 Penalty: 65528.617188
Iteration 42Q: 20 clusters Score -1.4429e+08 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 112918 members 
Mstep: Class 2 contains 2140 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 129968 members 
Mstep: Class 5 contains 9837 members 
Mstep: Class 6 contains 19969 members 
Mstep: Class 7 contains 204698 members 
Mstep: Class 8 contains 32297 members 
Mstep: Class 9 contains 1342 members 
Mstep: Class 10 contains 71944 members 
Mstep: Class 11 contains 155104 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 28787 members 
Mstep: Class 14 contains 2012 members 
Mstep: Class 15 contains 47216 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 18 contains 80396 members 
Mstep: Class 19 contains 2382 members 
Mstep: Class 20 contains 182259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144294432.000000 Penalty: 65528.617188
Iteration 43Q: 20 clusters Score -1.442944e+08 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 2140 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 130071 members 
Mstep: Class 5 contains 10092 members 
Mstep: Class 6 contains 20588 members 
Mstep: Class 7 contains 202691 members 
Mstep: Class 8 contains 32609 members 
Mstep: Class 9 contains 1306 members 
Mstep: Class 10 contains 74771 members 
Mstep: Class 11 contains 155024 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 28775 members 
Mstep: Class 14 contains 2014 members 
Mstep: Class 15 contains 47168 members 
Mstep: Class 16 contains 4093 members 
Mstep: Class 18 contains 78498 members 
Mstep: Class 19 contains 2413 members 
Mstep: Class 20 contains 181750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144296448.000000 Penalty: 65528.617188
Iteration 44Q: 20 clusters Score -1.442964e+08 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 130145 members 
Mstep: Class 5 contains 10312 members 
Mstep: Class 6 contains 21181 members 
Mstep: Class 7 contains 200978 members 
Mstep: Class 8 contains 32914 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 77701 members 
Mstep: Class 11 contains 154856 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 28733 members 
Mstep: Class 14 contains 2015 members 
Mstep: Class 15 contains 47090 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 18 contains 76687 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 181242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144298608.000000 Penalty: 65528.617188
Iteration 45Q: 20 clusters Score -1.442986e+08 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 113348 members 
Mstep: Class 2 contains 2133 members 
Mstep: Class 3 contains 7071 members 
Mstep: Class 4 contains 130174 members 
Mstep: Class 5 contains 10496 members 
Mstep: Class 6 contains 21736 members 
Mstep: Class 7 contains 199478 members 
Mstep: Class 8 contains 33141 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 80635 members 
Mstep: Class 11 contains 154515 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 28710 members 
Mstep: Class 14 contains 2016 members 
Mstep: Class 15 contains 46990 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 18 contains 75101 members 
Mstep: Class 19 contains 2456 members 
Mstep: Class 20 contains 180815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144300352.000000 Penalty: 65528.617188
Iteration 46Q: 20 clusters Score -1.443004e+08 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 113185 members 
Mstep: Class 2 contains 2129 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 130046 members 
Mstep: Class 5 contains 10641 members 
Mstep: Class 6 contains 22249 members 
Mstep: Class 7 contains 198129 members 
Mstep: Class 8 contains 33364 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 83690 members 
Mstep: Class 11 contains 153992 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 28656 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 46909 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 18 contains 73677 members 
Mstep: Class 19 contains 2467 members 
Mstep: Class 20 contains 180491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144301872.000000 Penalty: 65528.617188
Iteration 47Q: 20 clusters Score -1.443019e+08 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 112886 members 
Mstep: Class 2 contains 2125 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 129784 members 
Mstep: Class 5 contains 10765 members 
Mstep: Class 6 contains 22743 members 
Mstep: Class 7 contains 196992 members 
Mstep: Class 8 contains 33582 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 86795 members 
Mstep: Class 11 contains 153335 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 28602 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 46811 members 
Mstep: Class 16 contains 4252 members 
Mstep: Class 18 contains 72392 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 180217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144302992.000000 Penalty: 65528.617188
Iteration 48Q: 20 clusters Score -1.44303e+08 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 112471 members 
Mstep: Class 2 contains 2122 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 129436 members 
Mstep: Class 5 contains 10888 members 
Mstep: Class 6 contains 23204 members 
Mstep: Class 7 contains 196028 members 
Mstep: Class 8 contains 33800 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 90141 members 
Mstep: Class 11 contains 152473 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 28561 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 46711 members 
Mstep: Class 16 contains 4288 members 
Mstep: Class 18 contains 71130 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 179925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144304640.000000 Penalty: 65528.617188
Iteration 49Q: 20 clusters Score -1.443046e+08 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 2122 members 
Mstep: Class 3 contains 7403 members 
Mstep: Class 4 contains 128965 members 
Mstep: Class 5 contains 10996 members 
Mstep: Class 6 contains 23634 members 
Mstep: Class 7 contains 195258 members 
Mstep: Class 8 contains 34000 members 
Mstep: Class 9 contains 1224 members 
Mstep: Class 10 contains 93658 members 
Mstep: Class 11 contains 151429 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 28513 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 46591 members 
Mstep: Class 16 contains 4332 members 
Mstep: Class 18 contains 69954 members 
Mstep: Class 19 contains 2507 members 
Mstep: Class 20 contains 179633 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -1.443064e+08 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 128261 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 24010 members 
Mstep: Class 7 contains 194541 members 
Mstep: Class 8 contains 34195 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 97427 members 
Mstep: Class 11 contains 150344 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 28451 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 46464 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 18 contains 68851 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 179407 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -1.443084e+08 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 127417 members 
Mstep: Class 5 contains 11258 members 
Mstep: Class 6 contains 24364 members 
Mstep: Class 7 contains 193935 members 
Mstep: Class 8 contains 34384 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 101357 members 
Mstep: Class 11 contains 149127 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 28361 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 46386 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 18 contains 67795 members 
Mstep: Class 19 contains 2524 members 
Mstep: Class 20 contains 179253 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -1.443102e+08 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 109880 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 7661 members 
Mstep: Class 4 contains 126421 members 
Mstep: Class 5 contains 11374 members 
Mstep: Class 6 contains 24695 members 
Mstep: Class 7 contains 193369 members 
Mstep: Class 8 contains 34566 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 105564 members 
Mstep: Class 11 contains 147842 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 28278 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 46299 members 
Mstep: Class 16 contains 4467 members 
Mstep: Class 18 contains 66813 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 179121 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -1.443125e+08 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108969 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 7738 members 
Mstep: Class 4 contains 125275 members 
Mstep: Class 5 contains 11476 members 
Mstep: Class 6 contains 25027 members 
Mstep: Class 7 contains 192843 members 
Mstep: Class 8 contains 34754 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 110059 members 
Mstep: Class 11 contains 146459 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 28203 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 46205 members 
Mstep: Class 16 contains 4513 members 
Mstep: Class 18 contains 65874 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 178948 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -1.44314e+08 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 7796 members 
Mstep: Class 4 contains 124093 members 
Mstep: Class 5 contains 11566 members 
Mstep: Class 6 contains 25343 members 
Mstep: Class 7 contains 192311 members 
Mstep: Class 8 contains 34946 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 114894 members 
Mstep: Class 11 contains 144852 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 28141 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 46117 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 18 contains 64944 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 20 contains 178835 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -1.443159e+08 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 4 contains 122899 members 
Mstep: Class 5 contains 11656 members 
Mstep: Class 6 contains 25599 members 
Mstep: Class 7 contains 191779 members 
Mstep: Class 8 contains 35149 members 
Mstep: Class 9 contains 1216 members 
Mstep: Class 10 contains 119973 members 
Mstep: Class 11 contains 143106 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 28063 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 46050 members 
Mstep: Class 16 contains 4592 members 
Mstep: Class 18 contains 64053 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 178685 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.44318e+08 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 7892 members 
Mstep: Class 4 contains 121680 members 
Mstep: Class 5 contains 11755 members 
Mstep: Class 6 contains 25856 members 
Mstep: Class 7 contains 191228 members 
Mstep: Class 8 contains 35317 members 
Mstep: Class 9 contains 1214 members 
Mstep: Class 10 contains 125225 members 
Mstep: Class 11 contains 141302 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 27985 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 45984 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 18 contains 63210 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 178475 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -1.443205e+08 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 104639 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 7936 members 
Mstep: Class 4 contains 120412 members 
Mstep: Class 5 contains 11853 members 
Mstep: Class 6 contains 26118 members 
Mstep: Class 7 contains 190670 members 
Mstep: Class 8 contains 35502 members 
Mstep: Class 9 contains 1213 members 
Mstep: Class 10 contains 130716 members 
Mstep: Class 11 contains 139350 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 27914 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 45907 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 18 contains 62384 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 20 contains 178280 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -1.443221e+08 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 103442 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 119092 members 
Mstep: Class 5 contains 11983 members 
Mstep: Class 6 contains 26328 members 
Mstep: Class 7 contains 190175 members 
Mstep: Class 8 contains 35665 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 136378 members 
Mstep: Class 11 contains 137320 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 27835 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 45821 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 18 contains 61583 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 178043 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.443234e+08 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 102299 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 8054 members 
Mstep: Class 4 contains 117676 members 
Mstep: Class 5 contains 12095 members 
Mstep: Class 6 contains 26508 members 
Mstep: Class 7 contains 189795 members 
Mstep: Class 8 contains 35774 members 
Mstep: Class 9 contains 1207 members 
Mstep: Class 10 contains 142193 members 
Mstep: Class 11 contains 135089 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 27787 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 15 contains 45739 members 
Mstep: Class 16 contains 4651 members 
Mstep: Class 18 contains 60802 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 20 contains 177862 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -1.443262e+08 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 8087 members 
Mstep: Class 4 contains 115902 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 26701 members 
Mstep: Class 7 contains 189406 members 
Mstep: Class 8 contains 35872 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 148913 members 
Mstep: Class 11 contains 132418 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 27749 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 45668 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 18 contains 60080 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 177629 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -1.443297e+08 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 99909 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 114035 members 
Mstep: Class 5 contains 12206 members 
Mstep: Class 6 contains 26916 members 
Mstep: Class 7 contains 188944 members 
Mstep: Class 8 contains 35952 members 
Mstep: Class 9 contains 1125 members 
Mstep: Class 10 contains 155975 members 
Mstep: Class 11 contains 129571 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 27724 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 45583 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 18 contains 59382 members 
Mstep: Class 19 contains 2562 members 
Mstep: Class 20 contains 177440 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -1.443323e+08 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 8144 members 
Mstep: Class 4 contains 112364 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 27161 members 
Mstep: Class 7 contains 188404 members 
Mstep: Class 8 contains 35982 members 
Mstep: Class 9 contains 1091 members 
Mstep: Class 10 contains 162721 members 
Mstep: Class 11 contains 126826 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 27718 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 45481 members 
Mstep: Class 16 contains 4598 members 
Mstep: Class 18 contains 58734 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 177254 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -1.443339e+08 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 8161 members 
Mstep: Class 4 contains 111083 members 
Mstep: Class 5 contains 12090 members 
Mstep: Class 6 contains 27471 members 
Mstep: Class 7 contains 188025 members 
Mstep: Class 8 contains 36088 members 
Mstep: Class 9 contains 1079 members 
Mstep: Class 10 contains 167499 members 
Mstep: Class 11 contains 124540 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 27754 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 15 contains 45356 members 
Mstep: Class 16 contains 4544 members 
Mstep: Class 18 contains 58217 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 177503 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -1.443349e+08 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 97581 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 8176 members 
Mstep: Class 4 contains 109954 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 27789 members 
Mstep: Class 7 contains 187840 members 
Mstep: Class 8 contains 36247 members 
Mstep: Class 9 contains 1075 members 
Mstep: Class 10 contains 170502 members 
Mstep: Class 11 contains 122940 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 27810 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 15 contains 45278 members 
Mstep: Class 16 contains 4485 members 
Mstep: Class 18 contains 57842 members 
Mstep: Class 19 contains 2588 members 
Mstep: Class 20 contains 177962 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -1.443356e+08 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 97233 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 108901 members 
Mstep: Class 5 contains 11923 members 
Mstep: Class 6 contains 28092 members 
Mstep: Class 7 contains 187868 members 
Mstep: Class 8 contains 36474 members 
Mstep: Class 9 contains 1078 members 
Mstep: Class 10 contains 172330 members 
Mstep: Class 11 contains 121894 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 27869 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 15 contains 45209 members 
Mstep: Class 16 contains 4405 members 
Mstep: Class 18 contains 57495 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 178479 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -1.443368e+08 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 97001 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 8266 members 
Mstep: Class 4 contains 107959 members 
Mstep: Class 5 contains 11881 members 
Mstep: Class 6 contains 28397 members 
Mstep: Class 7 contains 188130 members 
Mstep: Class 8 contains 36728 members 
Mstep: Class 9 contains 1079 members 
Mstep: Class 10 contains 173341 members 
Mstep: Class 11 contains 121101 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 27914 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 15 contains 45164 members 
Mstep: Class 16 contains 4330 members 
Mstep: Class 18 contains 57176 members 
Mstep: Class 19 contains 2613 members 
Mstep: Class 20 contains 178989 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -1.443373e+08 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 96888 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 8295 members 
Mstep: Class 4 contains 107026 members 
Mstep: Class 5 contains 11887 members 
Mstep: Class 6 contains 28687 members 
Mstep: Class 7 contains 188436 members 
Mstep: Class 8 contains 37012 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 173914 members 
Mstep: Class 11 contains 120516 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 27963 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 15 contains 45130 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 18 contains 56886 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 179462 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -1.44338e+08 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 96803 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 106128 members 
Mstep: Class 5 contains 11887 members 
Mstep: Class 6 contains 28928 members 
Mstep: Class 7 contains 188766 members 
Mstep: Class 8 contains 37267 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 174320 members 
Mstep: Class 11 contains 120069 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 28025 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 15 contains 45117 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 18 contains 56580 members 
Mstep: Class 19 contains 2635 members 
Mstep: Class 20 contains 179956 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -1.443384e+08 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 8338 members 
Mstep: Class 4 contains 105195 members 
Mstep: Class 5 contains 11893 members 
Mstep: Class 6 contains 29151 members 
Mstep: Class 7 contains 189060 members 
Mstep: Class 8 contains 37485 members 
Mstep: Class 9 contains 1086 members 
Mstep: Class 10 contains 174584 members 
Mstep: Class 11 contains 119726 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 28086 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 15 contains 45128 members 
Mstep: Class 16 contains 4112 members 
Mstep: Class 18 contains 56334 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 180487 members 
Entering Unmasked Estep 
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Iteration 70Q: 20 clusters Score -1.443382e+08 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 8337 members 
Mstep: Class 4 contains 104224 members 
Mstep: Class 5 contains 11875 members 
Mstep: Class 6 contains 29382 members 
Mstep: Class 7 contains 189313 members 
Mstep: Class 8 contains 37713 members 
Mstep: Class 9 contains 1087 members 
Mstep: Class 10 contains 174814 members 
Mstep: Class 11 contains 119420 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 28164 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 45139 members 
Mstep: Class 16 contains 4037 members 
Mstep: Class 18 contains 56097 members 
Mstep: Class 19 contains 2657 members 
Mstep: Class 20 contains 181073 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -1.443381e+08 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 103273 members 
Mstep: Class 5 contains 11881 members 
Mstep: Class 6 contains 29600 members 
Mstep: Class 7 contains 189521 members 
Mstep: Class 8 contains 37931 members 
Mstep: Class 9 contains 1089 members 
Mstep: Class 10 contains 175010 members 
Mstep: Class 11 contains 119105 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 28255 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 45160 members 
Mstep: Class 16 contains 3966 members 
Mstep: Class 18 contains 55863 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 181675 members 
Entering Unmasked Estep 
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Iteration 72Q: 20 clusters Score -1.443381e+08 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 8345 members 
Mstep: Class 4 contains 102336 members 
Mstep: Class 5 contains 11882 members 
Mstep: Class 6 contains 29773 members 
Mstep: Class 7 contains 189708 members 
Mstep: Class 8 contains 38149 members 
Mstep: Class 9 contains 1092 members 
Mstep: Class 10 contains 175151 members 
Mstep: Class 11 contains 118913 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 28337 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 45174 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 18 contains 55616 members 
Mstep: Class 19 contains 2674 members 
Mstep: Class 20 contains 182263 members 
Entering Unmasked Estep 
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Iteration 73Q: 20 clusters Score -1.443384e+08 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 8346 members 
Mstep: Class 4 contains 101388 members 
Mstep: Class 5 contains 11884 members 
Mstep: Class 6 contains 29940 members 
Mstep: Class 7 contains 189862 members 
Mstep: Class 8 contains 38361 members 
Mstep: Class 9 contains 1092 members 
Mstep: Class 10 contains 175330 members 
Mstep: Class 11 contains 118721 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 28420 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 45183 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 18 contains 55402 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 182839 members 
Entering Unmasked Estep 
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Iteration 74Q: 20 clusters Score -1.443384e+08 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 8350 members 
Mstep: Class 4 contains 100490 members 
Mstep: Class 5 contains 11896 members 
Mstep: Class 6 contains 30107 members 
Mstep: Class 7 contains 189912 members 
Mstep: Class 8 contains 38544 members 
Mstep: Class 9 contains 1094 members 
Mstep: Class 10 contains 175460 members 
Mstep: Class 11 contains 118577 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 28495 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 45202 members 
Mstep: Class 16 contains 3786 members 
Mstep: Class 18 contains 55215 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 183425 members 
Entering Unmasked Estep 
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Iteration 75Q: 20 clusters Score -1.443382e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 8372 members 
Mstep: Class 4 contains 99539 members 
Mstep: Class 5 contains 11912 members 
Mstep: Class 6 contains 30255 members 
Mstep: Class 7 contains 189936 members 
Mstep: Class 8 contains 38727 members 
Mstep: Class 9 contains 1097 members 
Mstep: Class 10 contains 175616 members 
Mstep: Class 11 contains 118428 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 28564 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 45225 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 18 contains 55057 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 184033 members 
Entering Unmasked Estep 
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Iteration 76Q: 20 clusters Score -1.443381e+08 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 8385 members 
Mstep: Class 4 contains 98565 members 
Mstep: Class 5 contains 11923 members 
Mstep: Class 6 contains 30387 members 
Mstep: Class 7 contains 189937 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 1097 members 
Mstep: Class 10 contains 175759 members 
Mstep: Class 11 contains 118337 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 28651 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 45255 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 18 contains 54895 members 
Mstep: Class 19 contains 2695 members 
Mstep: Class 20 contains 184680 members 
Entering Unmasked Estep 
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Iteration 77Q: 20 clusters Score -1.443383e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 4 contains 97581 members 
Mstep: Class 5 contains 11932 members 
Mstep: Class 6 contains 30500 members 
Mstep: Class 7 contains 189931 members 
Mstep: Class 8 contains 38981 members 
Mstep: Class 9 contains 1096 members 
Mstep: Class 10 contains 175900 members 
Mstep: Class 11 contains 118309 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 28737 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 45284 members 
Mstep: Class 16 contains 3684 members 
Mstep: Class 18 contains 54756 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 185280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144338080.000000 Penalty: 65528.617188
Iteration 78Q: 20 clusters Score -1.443381e+08 nChanged 2735
Entering ConstructFrom: 
Score: -144338080.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (97041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97041 members 
Entering Unmasked Estep 
Score: -12993279.000000 Penalty: 2847.756592
	Iteration 0F: 2 clusters Score -1.299328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -12928353.000000 Penalty: 5695.513184
	Iteration 0F: 3 clusters Score -1.292835e+07 nChanged 45956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -12954554.000000 Penalty: 5695.513184
	Iteration 1F: 3 clusters Score -1.295455e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -12955261.000000 Penalty: 5695.513184
	Iteration 2Q: 3 clusters Score -1.295526e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -12956137.000000 Penalty: 5695.513184
	Iteration 3Q: 3 clusters Score -1.295614e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -12957306.000000 Penalty: 5695.513184
	Iteration 4Q: 3 clusters Score -1.295731e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -12958962.000000 Penalty: 5695.513184
	Iteration 5Q: 3 clusters Score -1.295896e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -12961828.000000 Penalty: 5695.513184
	Iteration 6F: 3 clusters Score -1.296183e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -12966436.000000 Penalty: 5695.513184
	Iteration 7F: 3 clusters Score -1.296644e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -12972497.000000 Penalty: 5695.513184
	Iteration 8F: 3 clusters Score -1.29725e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -12979211.000000 Penalty: 5695.513184
	Iteration 9F: 3 clusters Score -1.297921e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -12984450.000000 Penalty: 5695.513184
	Iteration 10F: 3 clusters Score -1.298445e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 92331 members 
Entering Unmasked Estep 
Score: -12987672.000000 Penalty: 5695.513184
	Iteration 11Q: 3 clusters Score -1.298767e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -12989340.000000 Penalty: 5695.513184
	Iteration 12Q: 3 clusters Score -1.298934e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -12990186.000000 Penalty: 5695.513184
	Iteration 13Q: 3 clusters Score -1.299019e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -12990668.000000 Penalty: 5695.513184
	Iteration 14Q: 3 clusters Score -1.299067e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 94948 members 
Entering Unmasked Estep 
Score: -12990932.000000 Penalty: 5695.513184
	Iteration 15Q: 3 clusters Score -1.299093e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -12991034.000000 Penalty: 5695.513184
	Iteration 16Q: 3 clusters Score -1.299103e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -12991089.000000 Penalty: 5695.513184
	Iteration 17Q: 3 clusters Score -1.299109e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -12991108.000000 Penalty: 5695.513184
	Iteration 18Q: 3 clusters Score -1.299111e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 95097 members 
Entering Unmasked Estep 
Score: -12991147.000000 Penalty: 5695.513184
	Iteration 19Q: 3 clusters Score -1.299115e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 95128 members 
Entering Unmasked Estep 
Score: -12991187.000000 Penalty: 5695.513184
	Iteration 20F: 3 clusters Score -1.299119e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -12991196.000000 Penalty: 5695.513184
	Iteration 21Q: 3 clusters Score -1.29912e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -12991196.000000 Penalty: 5695.513184
	Iteration 22Q: 3 clusters Score -1.29912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -12991224.000000 Penalty: 5695.513184
	Iteration 23Q: 3 clusters Score -1.299122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -12991225.000000 Penalty: 5695.513184
	Iteration 24Q: 3 clusters Score -1.299122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -12991242.000000 Penalty: 5695.513184
	Iteration 25Q: 3 clusters Score -1.299124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -12991230.000000 Penalty: 5695.513184
	Iteration 26Q: 3 clusters Score -1.299123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -12991217.000000 Penalty: 5695.513184
	Iteration 27Q: 3 clusters Score -1.299122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -12991226.000000 Penalty: 5695.513184
	Iteration 28Q: 3 clusters Score -1.299123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 95196 members 
Entering Unmasked Estep 
Score: -12991227.000000 Penalty: 5695.513184
	Iteration 29Q: 3 clusters Score -1.299123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -12991231.000000 Penalty: 5695.513184
	Iteration 30Q: 3 clusters Score -1.299123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -12991241.000000 Penalty: 5695.513184
	Iteration 31Q: 3 clusters Score -1.299124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -12991233.000000 Penalty: 5695.513184
	Iteration 32Q: 3 clusters Score -1.299123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -12991231.000000 Penalty: 5695.513184
	Iteration 33Q: 3 clusters Score -1.299123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -12991230.000000 Penalty: 5695.513184
	Iteration 34Q: 3 clusters Score -1.299123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -12991230.000000 Penalty: 5695.513184
	Iteration 35F: 3 clusters Score -1.299123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -274500.625000 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -274500.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -271803.406250 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -271803.4 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -272262.937500 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -272262.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -272426.906250 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -272426.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -272545.156250 Penalty: 3796.603760
	Iteration 3F: 3 clusters Score -272545.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -272623.906250 Penalty: 3796.603760
	Iteration 4Q: 3 clusters Score -272623.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -272671.687500 Penalty: 3796.603760
	Iteration 5Q: 3 clusters Score -272671.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -272710.843750 Penalty: 3796.603760
	Iteration 6Q: 3 clusters Score -272710.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -272741.187500 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -272741.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -272763.375000 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -272763.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -272784.406250 Penalty: 3796.603760
	Iteration 9Q: 3 clusters Score -272784.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -272803.125000 Penalty: 3796.603760
	Iteration 10Q: 3 clusters Score -272803.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -272816.125000 Penalty: 3796.603760
	Iteration 11Q: 3 clusters Score -272816.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -272825.781250 Penalty: 3796.603760
	Iteration 12Q: 3 clusters Score -272825.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -272833.781250 Penalty: 3796.603760
	Iteration 13Q: 3 clusters Score -272833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -272844.218750 Penalty: 3796.603760
	Iteration 14Q: 3 clusters Score -272844.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -272852.593750 Penalty: 3796.603760
	Iteration 15Q: 3 clusters Score -272852.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -272870.750000 Penalty: 3796.603760
	Iteration 16Q: 3 clusters Score -272870.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -272888.093750 Penalty: 3796.603760
	Iteration 17Q: 3 clusters Score -272888.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -272909.937500 Penalty: 3796.603760
	Iteration 18Q: 3 clusters Score -272909.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -272929.843750 Penalty: 3796.603760
	Iteration 19Q: 3 clusters Score -272929.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -272950.906250 Penalty: 3796.603760
	Iteration 20F: 3 clusters Score -272950.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -272963.562500 Penalty: 3796.603760
	Iteration 21Q: 3 clusters Score -272963.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -272975.125000 Penalty: 3796.603760
	Iteration 22Q: 3 clusters Score -272975.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -272990.968750 Penalty: 3796.603760
	Iteration 23Q: 3 clusters Score -272991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -273002.250000 Penalty: 3796.603760
	Iteration 24Q: 3 clusters Score -273002.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -273015.093750 Penalty: 3796.603760
	Iteration 25Q: 3 clusters Score -273015.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -273026.343750 Penalty: 3796.603760
	Iteration 26Q: 3 clusters Score -273026.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -273035.468750 Penalty: 3796.603760
	Iteration 27Q: 3 clusters Score -273035.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -273042.000000 Penalty: 3796.603760
	Iteration 28Q: 3 clusters Score -273042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -273044.562500 Penalty: 3796.603760
	Iteration 29Q: 3 clusters Score -273044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -273046.968750 Penalty: 3796.603760
	Iteration 30Q: 3 clusters Score -273047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -273048.281250 Penalty: 3796.603760
	Iteration 31Q: 3 clusters Score -273048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -273049.562500 Penalty: 3796.603760
	Iteration 32Q: 3 clusters Score -273049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -273050.625000 Penalty: 3796.603760
	Iteration 33Q: 3 clusters Score -273050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -273052.593750 Penalty: 3796.603760
	Iteration 34Q: 3 clusters Score -273052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -273053.406250 Penalty: 3796.603760
	Iteration 35Q: 3 clusters Score -273053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -273054.312500 Penalty: 3796.603760
	Iteration 36Q: 3 clusters Score -273054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -273055.125000 Penalty: 3796.603760
	Iteration 37Q: 3 clusters Score -273055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -273055.250000 Penalty: 3796.603760
	Iteration 38Q: 3 clusters Score -273055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -273055.250000 Penalty: 3796.603760
	Iteration 39F: 3 clusters Score -273055.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Entering Unmasked Estep 
Score: -1126968.375000 Penalty: 2242.073486
	Iteration 0F: 2 clusters Score -1126968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1120261.750000 Penalty: 4484.146973
	Iteration 0F: 3 clusters Score -1120262 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1122101.500000 Penalty: 4484.146973
	Iteration 1F: 3 clusters Score -1122102 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1122380.125000 Penalty: 4484.146973
	Iteration 2F: 3 clusters Score -1122380 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1122569.875000 Penalty: 4484.146973
	Iteration 3Q: 3 clusters Score -1122570 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1122723.125000 Penalty: 4484.146973
	Iteration 4Q: 3 clusters Score -1122723 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1122855.750000 Penalty: 4484.146973
	Iteration 5Q: 3 clusters Score -1122856 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1122977.250000 Penalty: 4484.146973
	Iteration 6Q: 3 clusters Score -1122977 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1123095.000000 Penalty: 4484.146973
	Iteration 7Q: 3 clusters Score -1123095 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1123196.875000 Penalty: 4484.146973
	Iteration 8Q: 3 clusters Score -1123197 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1123271.625000 Penalty: 4484.146973
	Iteration 9Q: 3 clusters Score -1123272 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1123363.000000 Penalty: 4484.146973
	Iteration 10Q: 3 clusters Score -1123363 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1123454.750000 Penalty: 4484.146973
	Iteration 11Q: 3 clusters Score -1123455 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1123537.375000 Penalty: 4484.146973
	Iteration 12Q: 3 clusters Score -1123537 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1123606.250000 Penalty: 4484.146973
	Iteration 13Q: 3 clusters Score -1123606 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1123690.375000 Penalty: 4484.146973
	Iteration 14Q: 3 clusters Score -1123690 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1123794.750000 Penalty: 4484.146973
	Iteration 15Q: 3 clusters Score -1123795 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1123925.500000 Penalty: 4484.146973
	Iteration 16Q: 3 clusters Score -1123926 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1124082.875000 Penalty: 4484.146973
	Iteration 17Q: 3 clusters Score -1124083 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1124250.625000 Penalty: 4484.146973
	Iteration 18Q: 3 clusters Score -1124251 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1124442.375000 Penalty: 4484.146973
	Iteration 19Q: 3 clusters Score -1124442 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1124655.250000 Penalty: 4484.146973
	Iteration 20F: 3 clusters Score -1124655 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1124854.625000 Penalty: 4484.146973
	Iteration 21Q: 3 clusters Score -1124855 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1125073.375000 Penalty: 4484.146973
	Iteration 22Q: 3 clusters Score -1125073 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1125246.125000 Penalty: 4484.146973
	Iteration 23Q: 3 clusters Score -1125246 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1125382.000000 Penalty: 4484.146973
	Iteration 24Q: 3 clusters Score -1125382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1125497.500000 Penalty: 4484.146973
	Iteration 25Q: 3 clusters Score -1125498 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1125574.500000 Penalty: 4484.146973
	Iteration 26Q: 3 clusters Score -1125574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1125624.125000 Penalty: 4484.146973
	Iteration 27Q: 3 clusters Score -1125624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1125653.750000 Penalty: 4484.146973
	Iteration 28Q: 3 clusters Score -1125654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1125667.750000 Penalty: 4484.146973
	Iteration 29Q: 3 clusters Score -1125668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1125677.375000 Penalty: 4484.146973
	Iteration 30Q: 3 clusters Score -1125677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1125686.125000 Penalty: 4484.146973
	Iteration 31Q: 3 clusters Score -1125686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1125696.750000 Penalty: 4484.146973
	Iteration 32Q: 3 clusters Score -1125697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1125697.000000 Penalty: 4484.146973
	Iteration 33Q: 3 clusters Score -1125697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1125700.750000 Penalty: 4484.146973
	Iteration 34Q: 3 clusters Score -1125701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1125701.625000 Penalty: 4484.146973
	Iteration 35Q: 3 clusters Score -1125702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1125705.250000 Penalty: 4484.146973
	Iteration 36Q: 3 clusters Score -1125705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1125707.250000 Penalty: 4484.146973
	Iteration 37Q: 3 clusters Score -1125707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1125708.375000 Penalty: 4484.146973
	Iteration 38Q: 3 clusters Score -1125708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1125706.875000 Penalty: 4484.146973
	Iteration 39Q: 3 clusters Score -1125707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1125717.125000 Penalty: 4484.146973
	Iteration 40F: 3 clusters Score -1125717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1125722.625000 Penalty: 4484.146973
	Iteration 41Q: 3 clusters Score -1125723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1125726.125000 Penalty: 4484.146973
	Iteration 42Q: 3 clusters Score -1125726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1125731.375000 Penalty: 4484.146973
	Iteration 43Q: 3 clusters Score -1125731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1125736.125000 Penalty: 4484.146973
	Iteration 44Q: 3 clusters Score -1125736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1125740.125000 Penalty: 4484.146973
	Iteration 45Q: 3 clusters Score -1125740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1125745.500000 Penalty: 4484.146973
	Iteration 46Q: 3 clusters Score -1125746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1125748.000000 Penalty: 4484.146973
	Iteration 47Q: 3 clusters Score -1125748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1125748.875000 Penalty: 4484.146973
	Iteration 48Q: 3 clusters Score -1125749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1125750.125000 Penalty: 4484.146973
	Iteration 49Q: 3 clusters Score -1125750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1125751.750000 Penalty: 4484.146973
	Iteration 50Q: 3 clusters Score -1125752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1125754.000000 Penalty: 4484.146973
	Iteration 51Q: 3 clusters Score -1125754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1125759.250000 Penalty: 4484.146973
	Iteration 52Q: 3 clusters Score -1125759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1125758.875000 Penalty: 4484.146973
	Iteration 53Q: 3 clusters Score -1125759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1125759.375000 Penalty: 4484.146973
	Iteration 54Q: 3 clusters Score -1125759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1125758.625000 Penalty: 4484.146973
	Iteration 55Q: 3 clusters Score -1125759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1125758.750000 Penalty: 4484.146973
	Iteration 56Q: 3 clusters Score -1125759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1125764.125000 Penalty: 4484.146973
	Iteration 57F: 3 clusters Score -1125764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1125768.625000 Penalty: 4484.146973
	Iteration 58Q: 3 clusters Score -1125769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1125773.000000 Penalty: 4484.146973
	Iteration 59Q: 3 clusters Score -1125773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1125772.375000 Penalty: 4484.146973
	Iteration 60F: 3 clusters Score -1125772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1125772.500000 Penalty: 4484.146973
	Iteration 61Q: 3 clusters Score -1125772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1125773.375000 Penalty: 4484.146973
	Iteration 62Q: 3 clusters Score -1125773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1125773.375000 Penalty: 4484.146973
	Iteration 63F: 3 clusters Score -1125773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Entering Unmasked Estep 
Score: -13012780.000000 Penalty: 2846.798828
	Iteration 0F: 2 clusters Score -1.301278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -12948418.000000 Penalty: 5693.597656
	Iteration 0F: 3 clusters Score -1.294842e+07 nChanged 45480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -12974495.000000 Penalty: 5693.597656
	Iteration 1F: 3 clusters Score -1.29745e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -12975780.000000 Penalty: 5693.597656
	Iteration 2Q: 3 clusters Score -1.297578e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -12977606.000000 Penalty: 5693.597656
	Iteration 3Q: 3 clusters Score -1.297761e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -12980412.000000 Penalty: 5693.597656
	Iteration 4Q: 3 clusters Score -1.298041e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -12984368.000000 Penalty: 5693.597656
	Iteration 5F: 3 clusters Score -1.298437e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -12989718.000000 Penalty: 5693.597656
	Iteration 6F: 3 clusters Score -1.298972e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -12995345.000000 Penalty: 5693.597656
	Iteration 7F: 3 clusters Score -1.299534e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -13000143.000000 Penalty: 5693.597656
	Iteration 8F: 3 clusters Score -1.300014e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -13003653.000000 Penalty: 5693.597656
	Iteration 9Q: 3 clusters Score -1.300365e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -13005983.000000 Penalty: 5693.597656
	Iteration 10Q: 3 clusters Score -1.300598e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -13007524.000000 Penalty: 5693.597656
	Iteration 11Q: 3 clusters Score -1.300752e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93340 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -13008476.000000 Penalty: 5693.597656
	Iteration 12Q: 3 clusters Score -1.300848e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -13009124.000000 Penalty: 5693.597656
	Iteration 13Q: 3 clusters Score -1.300912e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94877 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -13009516.000000 Penalty: 5693.597656
	Iteration 14Q: 3 clusters Score -1.300952e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13009771.000000 Penalty: 5693.597656
	Iteration 15Q: 3 clusters Score -1.300977e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -13009931.000000 Penalty: 5693.597656
	Iteration 16Q: 3 clusters Score -1.300993e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95680 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -13010051.000000 Penalty: 5693.597656
	Iteration 17Q: 3 clusters Score -1.301005e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -13010143.000000 Penalty: 5693.597656
	Iteration 18Q: 3 clusters Score -1.301014e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13010179.000000 Penalty: 5693.597656
	Iteration 19Q: 3 clusters Score -1.301018e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13010206.000000 Penalty: 5693.597656
	Iteration 20F: 3 clusters Score -1.301021e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13010236.000000 Penalty: 5693.597656
	Iteration 21Q: 3 clusters Score -1.301024e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -13010255.000000 Penalty: 5693.597656
	Iteration 22Q: 3 clusters Score -1.301026e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13010266.000000 Penalty: 5693.597656
	Iteration 23Q: 3 clusters Score -1.301027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13010295.000000 Penalty: 5693.597656
	Iteration 24Q: 3 clusters Score -1.30103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13010310.000000 Penalty: 5693.597656
	Iteration 25Q: 3 clusters Score -1.301031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -13010320.000000 Penalty: 5693.597656
	Iteration 26Q: 3 clusters Score -1.301032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13010325.000000 Penalty: 5693.597656
	Iteration 27Q: 3 clusters Score -1.301032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -13010349.000000 Penalty: 5693.597656
	Iteration 28Q: 3 clusters Score -1.301035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13010349.000000 Penalty: 5693.597656
	Iteration 29Q: 3 clusters Score -1.301035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -13010368.000000 Penalty: 5693.597656
	Iteration 30Q: 3 clusters Score -1.301037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13010375.000000 Penalty: 5693.597656
	Iteration 31Q: 3 clusters Score -1.301038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13010375.000000 Penalty: 5693.597656
	Iteration 32Q: 3 clusters Score -1.301038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13010372.000000 Penalty: 5693.597656
	Iteration 33Q: 3 clusters Score -1.301037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13010370.000000 Penalty: 5693.597656
	Iteration 34Q: 3 clusters Score -1.301037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13010370.000000 Penalty: 5693.597656
	Iteration 35Q: 3 clusters Score -1.301037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13010367.000000 Penalty: 5693.597656
	Iteration 36Q: 3 clusters Score -1.301037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96122 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13010374.000000 Penalty: 5693.597656
	Iteration 37Q: 3 clusters Score -1.301037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -13010376.000000 Penalty: 5693.597656
	Iteration 38Q: 3 clusters Score -1.301038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -13010377.000000 Penalty: 5693.597656
	Iteration 39Q: 3 clusters Score -1.301038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13010381.000000 Penalty: 5693.597656
	Iteration 40F: 3 clusters Score -1.301038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13010380.000000 Penalty: 5693.597656
	Iteration 41Q: 3 clusters Score -1.301038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13010383.000000 Penalty: 5693.597656
	Iteration 42Q: 3 clusters Score -1.301038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13010388.000000 Penalty: 5693.597656
	Iteration 43Q: 3 clusters Score -1.301039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -13010389.000000 Penalty: 5693.597656
	Iteration 44Q: 3 clusters Score -1.301039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -13010389.000000 Penalty: 5693.597656
	Iteration 45F: 3 clusters Score -1.301039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Entering Unmasked Estep 
Score: -1512462.875000 Penalty: 2328.199219
	Iteration 0F: 2 clusters Score -1512463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1503571.125000 Penalty: 4656.398438
	Iteration 0F: 3 clusters Score -1503571 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1506976.500000 Penalty: 4656.398438
	Iteration 1F: 3 clusters Score -1506976 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1508278.750000 Penalty: 4656.398438
	Iteration 2F: 3 clusters Score -1508279 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1508967.875000 Penalty: 4656.398438
	Iteration 3F: 3 clusters Score -1508968 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1509357.625000 Penalty: 4656.398438
	Iteration 4F: 3 clusters Score -1509358 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1509622.750000 Penalty: 4656.398438
	Iteration 5Q: 3 clusters Score -1509623 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1509857.125000 Penalty: 4656.398438
	Iteration 6Q: 3 clusters Score -1509857 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1510079.875000 Penalty: 4656.398438
	Iteration 7Q: 3 clusters Score -1510080 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1510275.000000 Penalty: 4656.398438
	Iteration 8Q: 3 clusters Score -1510275 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1510497.375000 Penalty: 4656.398438
	Iteration 9Q: 3 clusters Score -1510497 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1510702.125000 Penalty: 4656.398438
	Iteration 10Q: 3 clusters Score -1510702 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1510900.375000 Penalty: 4656.398438
	Iteration 11Q: 3 clusters Score -1510900 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1511066.750000 Penalty: 4656.398438
	Iteration 12Q: 3 clusters Score -1511067 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1511237.625000 Penalty: 4656.398438
	Iteration 13Q: 3 clusters Score -1511238 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1511397.875000 Penalty: 4656.398438
	Iteration 14Q: 3 clusters Score -1511398 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1511550.125000 Penalty: 4656.398438
	Iteration 15Q: 3 clusters Score -1511550 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1511702.750000 Penalty: 4656.398438
	Iteration 16Q: 3 clusters Score -1511703 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1511860.500000 Penalty: 4656.398438
	Iteration 17Q: 3 clusters Score -1511860 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1512055.500000 Penalty: 4656.398438
	Iteration 18Q: 3 clusters Score -1512056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1512232.750000 Penalty: 4656.398438
	Iteration 19Q: 3 clusters Score -1512233 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1512366.250000 Penalty: 4656.398438
	Iteration 20F: 3 clusters Score -1512366 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1512453.250000 Penalty: 4656.398438
	Iteration 21Q: 3 clusters Score -1512453 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1512512.500000 Penalty: 4656.398438
	Iteration 22Q: 3 clusters Score -1512512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1512560.500000 Penalty: 4656.398438
	Iteration 23Q: 3 clusters Score -1512560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1512595.375000 Penalty: 4656.398438
	Iteration 24Q: 3 clusters Score -1512595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1512632.250000 Penalty: 4656.398438
	Iteration 25Q: 3 clusters Score -1512632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1512677.000000 Penalty: 4656.398438
	Iteration 26Q: 3 clusters Score -1512677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1512702.625000 Penalty: 4656.398438
	Iteration 27Q: 3 clusters Score -1512703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1512719.625000 Penalty: 4656.398438
	Iteration 28Q: 3 clusters Score -1512720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1512740.125000 Penalty: 4656.398438
	Iteration 29Q: 3 clusters Score -1512740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1512753.375000 Penalty: 4656.398438
	Iteration 30Q: 3 clusters Score -1512753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1512755.750000 Penalty: 4656.398438
	Iteration 31Q: 3 clusters Score -1512756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1512760.250000 Penalty: 4656.398438
	Iteration 32Q: 3 clusters Score -1512760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1512760.625000 Penalty: 4656.398438
	Iteration 33Q: 3 clusters Score -1512761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1512760.625000 Penalty: 4656.398438
	Iteration 34F: 3 clusters Score -1512761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 96667 members 
Mstep: Class 5 contains 11101 members 
Mstep: Class 6 contains 30577 members 
Mstep: Class 7 contains 189879 members 
Mstep: Class 8 contains 39077 members 
Mstep: Class 9 contains 1096 members 
Mstep: Class 10 contains 176049 members 
Mstep: Class 11 contains 118351 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 28798 members 
Mstep: Class 14 contains 2029 members 
Mstep: Class 15 contains 45307 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 842 members 
Mstep: Class 18 contains 54626 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 185845 members 
Entering Unmasked Estep 
Score: -144337184.000000 Penalty: 68977.492188
Splitting cluster 5 changes total score from -144338080.000000 to -144337184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (30577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Entering Unmasked Estep 
Score: -4155923.250000 Penalty: 2561.344727
	Iteration 0F: 2 clusters Score -4155923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -4135041.000000 Penalty: 5122.689453
	Iteration 0F: 3 clusters Score -4135041 nChanged 13699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4142292.500000 Penalty: 5122.689453
	Iteration 1F: 3 clusters Score -4142292 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4142656.000000 Penalty: 5122.689453
	Iteration 2Q: 3 clusters Score -4142656 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -4142979.750000 Penalty: 5122.689453
	Iteration 3Q: 3 clusters Score -4142980 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -4143287.750000 Penalty: 5122.689453
	Iteration 4Q: 3 clusters Score -4143288 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4143634.000000 Penalty: 5122.689453
	Iteration 5Q: 3 clusters Score -4143634 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -4144041.500000 Penalty: 5122.689453
	Iteration 6Q: 3 clusters Score -4144042 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4144616.000000 Penalty: 5122.689453
	Iteration 7Q: 3 clusters Score -4144616 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4145473.250000 Penalty: 5122.689453
	Iteration 8F: 3 clusters Score -4145473 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -4146751.250000 Penalty: 5122.689453
	Iteration 9F: 3 clusters Score -4146751 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -4148415.750000 Penalty: 5122.689453
	Iteration 10F: 3 clusters Score -4148416 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4150195.750000 Penalty: 5122.689453
	Iteration 11F: 3 clusters Score -4150196 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4151584.250000 Penalty: 5122.689453
	Iteration 12F: 3 clusters Score -4151584 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4152502.000000 Penalty: 5122.689453
	Iteration 13Q: 3 clusters Score -4152502 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4153036.500000 Penalty: 5122.689453
	Iteration 14Q: 3 clusters Score -4153036 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4153309.000000 Penalty: 5122.689453
	Iteration 15Q: 3 clusters Score -4153309 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4153447.250000 Penalty: 5122.689453
	Iteration 16Q: 3 clusters Score -4153447 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4153538.750000 Penalty: 5122.689453
	Iteration 17Q: 3 clusters Score -4153539 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4153622.000000 Penalty: 5122.689453
	Iteration 18Q: 3 clusters Score -4153622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4153652.250000 Penalty: 5122.689453
	Iteration 19Q: 3 clusters Score -4153652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4153669.000000 Penalty: 5122.689453
	Iteration 20F: 3 clusters Score -4153669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4153687.250000 Penalty: 5122.689453
	Iteration 21Q: 3 clusters Score -4153687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4153697.750000 Penalty: 5122.689453
	Iteration 22Q: 3 clusters Score -4153698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4153708.000000 Penalty: 5122.689453
	Iteration 23Q: 3 clusters Score -4153708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4153729.000000 Penalty: 5122.689453
	Iteration 24Q: 3 clusters Score -4153729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4153737.250000 Penalty: 5122.689453
	Iteration 25Q: 3 clusters Score -4153737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4153738.500000 Penalty: 5122.689453
	Iteration 26Q: 3 clusters Score -4153738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4153745.000000 Penalty: 5122.689453
	Iteration 27Q: 3 clusters Score -4153745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4153753.750000 Penalty: 5122.689453
	Iteration 28Q: 3 clusters Score -4153754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4153757.500000 Penalty: 5122.689453
	Iteration 29Q: 3 clusters Score -4153758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4153759.250000 Penalty: 5122.689453
	Iteration 30Q: 3 clusters Score -4153759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4153764.500000 Penalty: 5122.689453
	Iteration 31Q: 3 clusters Score -4153764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4153770.750000 Penalty: 5122.689453
	Iteration 32Q: 3 clusters Score -4153771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4153775.750000 Penalty: 5122.689453
	Iteration 33Q: 3 clusters Score -4153776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4153772.750000 Penalty: 5122.689453
	Iteration 34Q: 3 clusters Score -4153773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4153773.500000 Penalty: 5122.689453
	Iteration 35Q: 3 clusters Score -4153774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4153780.750000 Penalty: 5122.689453
	Iteration 36Q: 3 clusters Score -4153781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4153792.500000 Penalty: 5122.689453
	Iteration 37Q: 3 clusters Score -4153792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4153803.500000 Penalty: 5122.689453
	Iteration 38Q: 3 clusters Score -4153804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4153804.000000 Penalty: 5122.689453
	Iteration 39Q: 3 clusters Score -4153804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4153803.750000 Penalty: 5122.689453
	Iteration 40F: 3 clusters Score -4153804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (189879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189879 members 
Entering Unmasked Estep 
Score: -25397936.000000 Penalty: 3014.227295
	Iteration 0F: 2 clusters Score -2.539794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -25277078.000000 Penalty: 6028.454590
	Iteration 0F: 3 clusters Score -2.527708e+07 nChanged 91247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 98108 members 
Entering Unmasked Estep 
Score: -25330884.000000 Penalty: 6028.454590
	Iteration 1F: 3 clusters Score -2.533088e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90058 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -25331710.000000 Penalty: 6028.454590
	Iteration 2Q: 3 clusters Score -2.533171e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 102411 members 
Entering Unmasked Estep 
Score: -25332740.000000 Penalty: 6028.454590
	Iteration 3Q: 3 clusters Score -2.533274e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -25334346.000000 Penalty: 6028.454590
	Iteration 4Q: 3 clusters Score -2.533435e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 112592 members 
Entering Unmasked Estep 
Score: -25337114.000000 Penalty: 6028.454590
	Iteration 5Q: 3 clusters Score -2.533711e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -25342208.000000 Penalty: 6028.454590
	Iteration 6Q: 3 clusters Score -2.534221e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 133774 members 
Entering Unmasked Estep 
Score: -25351342.000000 Penalty: 6028.454590
	Iteration 7F: 3 clusters Score -2.535134e+07 nChanged 15342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 149102 members 
Entering Unmasked Estep 
Score: -25364810.000000 Penalty: 6028.454590
	Iteration 8F: 3 clusters Score -2.536481e+07 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 164760 members 
Entering Unmasked Estep 
Score: -25378816.000000 Penalty: 6028.454590
	Iteration 9F: 3 clusters Score -2.537882e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 176421 members 
Entering Unmasked Estep 
Score: -25387606.000000 Penalty: 6028.454590
	Iteration 10F: 3 clusters Score -2.538761e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 183107 members 
Entering Unmasked Estep 
Score: -25392056.000000 Penalty: 6028.454590
	Iteration 11Q: 3 clusters Score -2.539206e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 186339 members 
Entering Unmasked Estep 
Score: -25393872.000000 Penalty: 6028.454590
	Iteration 12Q: 3 clusters Score -2.539387e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 187865 members 
Entering Unmasked Estep 
Score: -25394658.000000 Penalty: 6028.454590
	Iteration 13Q: 3 clusters Score -2.539466e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 188521 members 
Entering Unmasked Estep 
Score: -25394948.000000 Penalty: 6028.454590
	Iteration 14Q: 3 clusters Score -2.539495e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 188873 members 
Entering Unmasked Estep 
Score: -25395114.000000 Penalty: 6028.454590
	Iteration 15Q: 3 clusters Score -2.539511e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 189057 members 
Entering Unmasked Estep 
Score: -25395244.000000 Penalty: 6028.454590
	Iteration 16Q: 3 clusters Score -2.539524e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 189160 members 
Entering Unmasked Estep 
Score: -25395368.000000 Penalty: 6028.454590
	Iteration 17Q: 3 clusters Score -2.539537e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 189210 members 
Entering Unmasked Estep 
Score: -25395384.000000 Penalty: 6028.454590
	Iteration 18Q: 3 clusters Score -2.539538e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 189246 members 
Entering Unmasked Estep 
Score: -25395418.000000 Penalty: 6028.454590
	Iteration 19Q: 3 clusters Score -2.539542e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 189261 members 
Entering Unmasked Estep 
Score: -25395438.000000 Penalty: 6028.454590
	Iteration 20F: 3 clusters Score -2.539544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 189281 members 
Entering Unmasked Estep 
Score: -25395472.000000 Penalty: 6028.454590
	Iteration 21Q: 3 clusters Score -2.539547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 189286 members 
Entering Unmasked Estep 
Score: -25395462.000000 Penalty: 6028.454590
	Iteration 22Q: 3 clusters Score -2.539546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 189290 members 
Entering Unmasked Estep 
Score: -25395478.000000 Penalty: 6028.454590
	Iteration 23Q: 3 clusters Score -2.539548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 189296 members 
Entering Unmasked Estep 
Score: -25395492.000000 Penalty: 6028.454590
	Iteration 24Q: 3 clusters Score -2.539549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 189300 members 
Entering Unmasked Estep 
Score: -25395480.000000 Penalty: 6028.454590
	Iteration 25Q: 3 clusters Score -2.539548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 189305 members 
Entering Unmasked Estep 
Score: -25395490.000000 Penalty: 6028.454590
	Iteration 26Q: 3 clusters Score -2.539549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 189310 members 
Entering Unmasked Estep 
Score: -25395500.000000 Penalty: 6028.454590
	Iteration 27Q: 3 clusters Score -2.53955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 189315 members 
Entering Unmasked Estep 
Score: -25395504.000000 Penalty: 6028.454590
	Iteration 28Q: 3 clusters Score -2.53955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 189319 members 
Entering Unmasked Estep 
Score: -25395500.000000 Penalty: 6028.454590
	Iteration 29Q: 3 clusters Score -2.53955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 189322 members 
Entering Unmasked Estep 
Score: -25395514.000000 Penalty: 6028.454590
	Iteration 30Q: 3 clusters Score -2.539551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 189325 members 
Entering Unmasked Estep 
Score: -25395522.000000 Penalty: 6028.454590
	Iteration 31Q: 3 clusters Score -2.539552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 189327 members 
Entering Unmasked Estep 
Score: -25395520.000000 Penalty: 6028.454590
	Iteration 32Q: 3 clusters Score -2.539552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 189329 members 
Entering Unmasked Estep 
Score: -25395524.000000 Penalty: 6028.454590
	Iteration 33Q: 3 clusters Score -2.539552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 189331 members 
Entering Unmasked Estep 
Score: -25395532.000000 Penalty: 6028.454590
	Iteration 34Q: 3 clusters Score -2.539553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 189331 members 
Entering Unmasked Estep 
Score: -25395522.000000 Penalty: 6028.454590
	Iteration 35Q: 3 clusters Score -2.539552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 189332 members 
Entering Unmasked Estep 
Score: -25395538.000000 Penalty: 6028.454590
	Iteration 36Q: 3 clusters Score -2.539554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 189334 members 
Entering Unmasked Estep 
Score: -25395524.000000 Penalty: 6028.454590
	Iteration 37Q: 3 clusters Score -2.539552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 189337 members 
Entering Unmasked Estep 
Score: -25395516.000000 Penalty: 6028.454590
	Iteration 38Q: 3 clusters Score -2.539552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 189339 members 
Entering Unmasked Estep 
Score: -25395520.000000 Penalty: 6028.454590
	Iteration 39Q: 3 clusters Score -2.539552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 189340 members 
Entering Unmasked Estep 
Score: -25395526.000000 Penalty: 6028.454590
	Iteration 40F: 3 clusters Score -2.539553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 189339 members 
Entering Unmasked Estep 
Score: -25395526.000000 Penalty: 6028.454590
	Iteration 41Q: 3 clusters Score -2.539553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 189339 members 
Entering Unmasked Estep 
Score: -25395526.000000 Penalty: 6028.454590
	Iteration 42F: 3 clusters Score -2.539553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Entering Unmasked Estep 
Score: -5308310.500000 Penalty: 2622.175537
	Iteration 0F: 2 clusters Score -5308310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -5281866.000000 Penalty: 5244.351074
	Iteration 0F: 3 clusters Score -5281866 nChanged 17707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -5291687.000000 Penalty: 5244.351074
	Iteration 1F: 3 clusters Score -5291687 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -5292336.000000 Penalty: 5244.351074
	Iteration 2Q: 3 clusters Score -5292336 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -5293080.000000 Penalty: 5244.351074
	Iteration 3Q: 3 clusters Score -5293080 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -5293899.000000 Penalty: 5244.351074
	Iteration 4Q: 3 clusters Score -5293899 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -5295027.000000 Penalty: 5244.351074
	Iteration 5F: 3 clusters Score -5295027 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -5296604.500000 Penalty: 5244.351074
	Iteration 6F: 3 clusters Score -5296604 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -5298550.000000 Penalty: 5244.351074
	Iteration 7F: 3 clusters Score -5298550 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -5300677.000000 Penalty: 5244.351074
	Iteration 8F: 3 clusters Score -5300677 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -5302579.000000 Penalty: 5244.351074
	Iteration 9F: 3 clusters Score -5302579 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5303971.500000 Penalty: 5244.351074
	Iteration 10Q: 3 clusters Score -5303972 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5304784.500000 Penalty: 5244.351074
	Iteration 11Q: 3 clusters Score -5304784 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5305303.000000 Penalty: 5244.351074
	Iteration 12Q: 3 clusters Score -5305303 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5305579.500000 Penalty: 5244.351074
	Iteration 13Q: 3 clusters Score -5305580 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5305722.000000 Penalty: 5244.351074
	Iteration 14Q: 3 clusters Score -5305722 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5305820.500000 Penalty: 5244.351074
	Iteration 15Q: 3 clusters Score -5305820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5305884.500000 Penalty: 5244.351074
	Iteration 16Q: 3 clusters Score -5305884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5305938.500000 Penalty: 5244.351074
	Iteration 17Q: 3 clusters Score -5305938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5305988.500000 Penalty: 5244.351074
	Iteration 18Q: 3 clusters Score -5305988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5306021.500000 Penalty: 5244.351074
	Iteration 19Q: 3 clusters Score -5306022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5306041.500000 Penalty: 5244.351074
	Iteration 20F: 3 clusters Score -5306042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5306049.000000 Penalty: 5244.351074
	Iteration 21Q: 3 clusters Score -5306049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5306063.000000 Penalty: 5244.351074
	Iteration 22Q: 3 clusters Score -5306063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5306065.500000 Penalty: 5244.351074
	Iteration 23Q: 3 clusters Score -5306066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5306072.500000 Penalty: 5244.351074
	Iteration 24Q: 3 clusters Score -5306072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5306075.500000 Penalty: 5244.351074
	Iteration 25Q: 3 clusters Score -5306076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5306081.000000 Penalty: 5244.351074
	Iteration 26Q: 3 clusters Score -5306081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5306083.000000 Penalty: 5244.351074
	Iteration 27Q: 3 clusters Score -5306083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5306084.500000 Penalty: 5244.351074
	Iteration 28Q: 3 clusters Score -5306084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5306089.500000 Penalty: 5244.351074
	Iteration 29Q: 3 clusters Score -5306090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5306092.000000 Penalty: 5244.351074
	Iteration 30Q: 3 clusters Score -5306092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5306096.000000 Penalty: 5244.351074
	Iteration 31Q: 3 clusters Score -5306096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5306092.000000 Penalty: 5244.351074
	Iteration 32Q: 3 clusters Score -5306092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5306096.000000 Penalty: 5244.351074
	Iteration 33Q: 3 clusters Score -5306096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5306096.000000 Penalty: 5244.351074
	Iteration 34F: 3 clusters Score -5306096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -125327.789062 Penalty: 1735.856812
	Iteration 0F: 2 clusters Score -125327.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -123550.921875 Penalty: 3471.713623
	Iteration 0F: 3 clusters Score -123550.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -124299.523438 Penalty: 3471.713623
	Iteration 1F: 3 clusters Score -124299.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -124739.976562 Penalty: 3471.713623
	Iteration 2F: 3 clusters Score -124740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -125132.726562 Penalty: 3471.713623
	Iteration 3F: 3 clusters Score -125132.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -125650.429688 Penalty: 3471.713623
	Iteration 4F: 3 clusters Score -125650.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -126147.187500 Penalty: 3471.713623
	Iteration 5F: 3 clusters Score -126147.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -126334.757812 Penalty: 3471.713623
	Iteration 6Q: 3 clusters Score -126334.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -126583.554688 Penalty: 3471.713623
	Iteration 7Q: 3 clusters Score -126583.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -126664.820312 Penalty: 3471.713623
	Iteration 8Q: 3 clusters Score -126664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -126699.562500 Penalty: 3471.713623
	Iteration 9Q: 3 clusters Score -126699.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -126744.632812 Penalty: 3471.713623
	Iteration 10Q: 3 clusters Score -126744.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -126772.242188 Penalty: 3471.713623
	Iteration 11Q: 3 clusters Score -126772.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -126782.015625 Penalty: 3471.713623
	Iteration 12Q: 3 clusters Score -126782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -126787.382812 Penalty: 3471.713623
	Iteration 13Q: 3 clusters Score -126787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -126788.726562 Penalty: 3471.713623
	Iteration 14Q: 3 clusters Score -126788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -126789.179688 Penalty: 3471.713623
	Iteration 15Q: 3 clusters Score -126789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -126790.054688 Penalty: 3471.713623
	Iteration 16Q: 3 clusters Score -126790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -126790.882812 Penalty: 3471.713623
	Iteration 17Q: 3 clusters Score -126790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126792.156250 Penalty: 3471.713623
	Iteration 18Q: 3 clusters Score -126792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -126792.648438 Penalty: 3471.713623
	Iteration 19Q: 3 clusters Score -126792.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -126811.398438 Penalty: 3471.713623
	Iteration 20F: 3 clusters Score -126811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -126850.382812 Penalty: 3471.713623
	Iteration 21Q: 3 clusters Score -126850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -126907.710938 Penalty: 3471.713623
	Iteration 22Q: 3 clusters Score -126907.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -126967.046875 Penalty: 3471.713623
	Iteration 23Q: 3 clusters Score -126967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126995.179688 Penalty: 3471.713623
	Iteration 24Q: 3 clusters Score -126995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -127001.226562 Penalty: 3471.713623
	Iteration 25Q: 3 clusters Score -127001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -127004.328125 Penalty: 3471.713623
	Iteration 26Q: 3 clusters Score -127004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -127005.132812 Penalty: 3471.713623
	Iteration 27Q: 3 clusters Score -127005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -127005.132812 Penalty: 3471.713623
	Iteration 28F: 3 clusters Score -127005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 96667 members 
Mstep: Class 5 contains 11943 members 
Mstep: Class 6 contains 30577 members 
Mstep: Class 7 contains 189879 members 
Mstep: Class 8 contains 39077 members 
Mstep: Class 9 contains 710 members 
Mstep: Class 10 contains 176049 members 
Mstep: Class 11 contains 118351 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 28798 members 
Mstep: Class 14 contains 2029 members 
Mstep: Class 15 contains 45307 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 54626 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 185845 members 
Entering Unmasked Estep 
Score: -144338016.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144338080.000000 to -144338016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (176049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176049 members 
Entering Unmasked Estep 
Score: -23739066.000000 Penalty: 2995.472412
	Iteration 0F: 2 clusters Score -2.373907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -23626022.000000 Penalty: 5990.944824
	Iteration 0F: 3 clusters Score -2.362602e+07 nChanged 84833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -23675744.000000 Penalty: 5990.944824
	Iteration 1F: 3 clusters Score -2.367574e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 96965 members 
Entering Unmasked Estep 
Score: -23677262.000000 Penalty: 5990.944824
	Iteration 2Q: 3 clusters Score -2.367726e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -23679900.000000 Penalty: 5990.944824
	Iteration 3Q: 3 clusters Score -2.36799e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 110260 members 
Entering Unmasked Estep 
Score: -23684624.000000 Penalty: 5990.944824
	Iteration 4F: 3 clusters Score -2.368462e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -23693092.000000 Penalty: 5990.944824
	Iteration 5F: 3 clusters Score -2.369309e+07 nChanged 14957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -23705508.000000 Penalty: 5990.944824
	Iteration 6F: 3 clusters Score -2.370551e+07 nChanged 14664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 149614 members 
Entering Unmasked Estep 
Score: -23719024.000000 Penalty: 5990.944824
	Iteration 7F: 3 clusters Score -2.371902e+07 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 160284 members 
Entering Unmasked Estep 
Score: -23729278.000000 Penalty: 5990.944824
	Iteration 8F: 3 clusters Score -2.372928e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 166770 members 
Entering Unmasked Estep 
Score: -23734270.000000 Penalty: 5990.944824
	Iteration 9Q: 3 clusters Score -2.373427e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 170320 members 
Entering Unmasked Estep 
Score: -23736280.000000 Penalty: 5990.944824
	Iteration 10Q: 3 clusters Score -2.373628e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 172114 members 
Entering Unmasked Estep 
Score: -23736914.000000 Penalty: 5990.944824
	Iteration 11Q: 3 clusters Score -2.373691e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 173063 members 
Entering Unmasked Estep 
Score: -23737326.000000 Penalty: 5990.944824
	Iteration 12Q: 3 clusters Score -2.373733e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 173614 members 
Entering Unmasked Estep 
Score: -23737516.000000 Penalty: 5990.944824
	Iteration 13Q: 3 clusters Score -2.373752e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 173976 members 
Entering Unmasked Estep 
Score: -23737556.000000 Penalty: 5990.944824
	Iteration 14Q: 3 clusters Score -2.373756e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 174171 members 
Entering Unmasked Estep 
Score: -23737568.000000 Penalty: 5990.944824
	Iteration 15Q: 3 clusters Score -2.373757e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 174297 members 
Entering Unmasked Estep 
Score: -23737588.000000 Penalty: 5990.944824
	Iteration 16Q: 3 clusters Score -2.373759e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 174394 members 
Entering Unmasked Estep 
Score: -23737586.000000 Penalty: 5990.944824
	Iteration 17Q: 3 clusters Score -2.373759e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 174466 members 
Entering Unmasked Estep 
Score: -23737592.000000 Penalty: 5990.944824
	Iteration 18Q: 3 clusters Score -2.373759e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 174521 members 
Entering Unmasked Estep 
Score: -23737606.000000 Penalty: 5990.944824
	Iteration 19Q: 3 clusters Score -2.373761e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 174571 members 
Entering Unmasked Estep 
Score: -23737600.000000 Penalty: 5990.944824
	Iteration 20F: 3 clusters Score -2.37376e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 174605 members 
Entering Unmasked Estep 
Score: -23737614.000000 Penalty: 5990.944824
	Iteration 21Q: 3 clusters Score -2.373761e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -23737594.000000 Penalty: 5990.944824
	Iteration 22Q: 3 clusters Score -2.373759e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 174675 members 
Entering Unmasked Estep 
Score: -23737578.000000 Penalty: 5990.944824
	Iteration 23Q: 3 clusters Score -2.373758e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 174702 members 
Entering Unmasked Estep 
Score: -23737574.000000 Penalty: 5990.944824
	Iteration 24Q: 3 clusters Score -2.373757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 174725 members 
Entering Unmasked Estep 
Score: -23737604.000000 Penalty: 5990.944824
	Iteration 25Q: 3 clusters Score -2.37376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 174737 members 
Entering Unmasked Estep 
Score: -23737588.000000 Penalty: 5990.944824
	Iteration 26Q: 3 clusters Score -2.373759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 174746 members 
Entering Unmasked Estep 
Score: -23737602.000000 Penalty: 5990.944824
	Iteration 27Q: 3 clusters Score -2.37376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 174753 members 
Entering Unmasked Estep 
Score: -23737614.000000 Penalty: 5990.944824
	Iteration 28Q: 3 clusters Score -2.373761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 174758 members 
Entering Unmasked Estep 
Score: -23737604.000000 Penalty: 5990.944824
	Iteration 29Q: 3 clusters Score -2.37376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 174761 members 
Entering Unmasked Estep 
Score: -23737624.000000 Penalty: 5990.944824
	Iteration 30Q: 3 clusters Score -2.373762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 174764 members 
Entering Unmasked Estep 
Score: -23737626.000000 Penalty: 5990.944824
	Iteration 31Q: 3 clusters Score -2.373763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 174765 members 
Entering Unmasked Estep 
Score: -23737634.000000 Penalty: 5990.944824
	Iteration 32Q: 3 clusters Score -2.373763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 174768 members 
Entering Unmasked Estep 
Score: -23737620.000000 Penalty: 5990.944824
	Iteration 33Q: 3 clusters Score -2.373762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 174772 members 
Entering Unmasked Estep 
Score: -23737626.000000 Penalty: 5990.944824
	Iteration 34Q: 3 clusters Score -2.373763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 174774 members 
Entering Unmasked Estep 
Score: -23737640.000000 Penalty: 5990.944824
	Iteration 35Q: 3 clusters Score -2.373764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 174777 members 
Entering Unmasked Estep 
Score: -23737624.000000 Penalty: 5990.944824
	Iteration 36Q: 3 clusters Score -2.373762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 174778 members 
Entering Unmasked Estep 
Score: -23737630.000000 Penalty: 5990.944824
	Iteration 37Q: 3 clusters Score -2.373763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 174782 members 
Entering Unmasked Estep 
Score: -23737628.000000 Penalty: 5990.944824
	Iteration 38Q: 3 clusters Score -2.373763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 174786 members 
Entering Unmasked Estep 
Score: -23737636.000000 Penalty: 5990.944824
	Iteration 39Q: 3 clusters Score -2.373764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 174792 members 
Entering Unmasked Estep 
Score: -23737638.000000 Penalty: 5990.944824
	Iteration 40F: 3 clusters Score -2.373764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 174797 members 
Entering Unmasked Estep 
Score: -23737636.000000 Penalty: 5990.944824
	Iteration 41Q: 3 clusters Score -2.373764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 174805 members 
Entering Unmasked Estep 
Score: -23737608.000000 Penalty: 5990.944824
	Iteration 42Q: 3 clusters Score -2.373761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 174807 members 
Entering Unmasked Estep 
Score: -23737610.000000 Penalty: 5990.944824
	Iteration 43Q: 3 clusters Score -2.373761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 174806 members 
Entering Unmasked Estep 
Score: -23737610.000000 Penalty: 5990.944824
	Iteration 44Q: 3 clusters Score -2.373761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 174805 members 
Entering Unmasked Estep 
Score: -23737614.000000 Penalty: 5990.944824
	Iteration 45Q: 3 clusters Score -2.373761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 174806 members 
Entering Unmasked Estep 
Score: -23737626.000000 Penalty: 5990.944824
	Iteration 46Q: 3 clusters Score -2.373763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 174806 members 
Entering Unmasked Estep 
Score: -23737630.000000 Penalty: 5990.944824
	Iteration 47Q: 3 clusters Score -2.373763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 174809 members 
Entering Unmasked Estep 
Score: -23737616.000000 Penalty: 5990.944824
	Iteration 48Q: 3 clusters Score -2.373762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 174813 members 
Entering Unmasked Estep 
Score: -23737632.000000 Penalty: 5990.944824
	Iteration 49Q: 3 clusters Score -2.373763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 174815 members 
Entering Unmasked Estep 
Score: -23737626.000000 Penalty: 5990.944824
	Iteration 50Q: 3 clusters Score -2.373763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 174816 members 
Entering Unmasked Estep 
Score: -23737620.000000 Penalty: 5990.944824
	Iteration 51Q: 3 clusters Score -2.373762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 174817 members 
Entering Unmasked Estep 
Score: -23737630.000000 Penalty: 5990.944824
	Iteration 52Q: 3 clusters Score -2.373763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 174817 members 
Entering Unmasked Estep 
Score: -23737630.000000 Penalty: 5990.944824
	Iteration 53F: 3 clusters Score -2.373763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (118351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118351 members 
Entering Unmasked Estep 
Score: -15949437.000000 Penalty: 2896.989746
	Iteration 0F: 2 clusters Score -1.594944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -15870342.000000 Penalty: 5793.979492
	Iteration 0F: 3 clusters Score -1.587034e+07 nChanged 56418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -15902464.000000 Penalty: 5793.979492
	Iteration 1F: 3 clusters Score -1.590246e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -15903256.000000 Penalty: 5793.979492
	Iteration 2Q: 3 clusters Score -1.590326e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -15904182.000000 Penalty: 5793.979492
	Iteration 3Q: 3 clusters Score -1.590418e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -15905222.000000 Penalty: 5793.979492
	Iteration 4Q: 3 clusters Score -1.590522e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -15906667.000000 Penalty: 5793.979492
	Iteration 5Q: 3 clusters Score -1.590667e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -15909398.000000 Penalty: 5793.979492
	Iteration 6Q: 3 clusters Score -1.59094e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -15913323.000000 Penalty: 5793.979492
	Iteration 7F: 3 clusters Score -1.591332e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -15918878.000000 Penalty: 5793.979492
	Iteration 8F: 3 clusters Score -1.591888e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
Score: -15925562.000000 Penalty: 5793.979492
	Iteration 9F: 3 clusters Score -1.592556e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -15930488.000000 Penalty: 5793.979492
	Iteration 10F: 3 clusters Score -1.593049e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -15933048.000000 Penalty: 5793.979492
	Iteration 11Q: 3 clusters Score -1.593305e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -15933868.000000 Penalty: 5793.979492
	Iteration 12Q: 3 clusters Score -1.593387e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -15934370.000000 Penalty: 5793.979492
	Iteration 13Q: 3 clusters Score -1.593437e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -15934771.000000 Penalty: 5793.979492
	Iteration 14Q: 3 clusters Score -1.593477e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -15935230.000000 Penalty: 5793.979492
	Iteration 15Q: 3 clusters Score -1.593523e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -15935542.000000 Penalty: 5793.979492
	Iteration 16Q: 3 clusters Score -1.593554e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -15935760.000000 Penalty: 5793.979492
	Iteration 17Q: 3 clusters Score -1.593576e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -15936136.000000 Penalty: 5793.979492
	Iteration 18Q: 3 clusters Score -1.593614e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -15936347.000000 Penalty: 5793.979492
	Iteration 19Q: 3 clusters Score -1.593635e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -15936585.000000 Penalty: 5793.979492
	Iteration 20F: 3 clusters Score -1.593658e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -15936713.000000 Penalty: 5793.979492
	Iteration 21Q: 3 clusters Score -1.593671e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -15936832.000000 Penalty: 5793.979492
	Iteration 22Q: 3 clusters Score -1.593683e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -15936912.000000 Penalty: 5793.979492
	Iteration 23Q: 3 clusters Score -1.593691e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -15937019.000000 Penalty: 5793.979492
	Iteration 24Q: 3 clusters Score -1.593702e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -15937141.000000 Penalty: 5793.979492
	Iteration 25Q: 3 clusters Score -1.593714e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -15937164.000000 Penalty: 5793.979492
	Iteration 26Q: 3 clusters Score -1.593716e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -15937222.000000 Penalty: 5793.979492
	Iteration 27Q: 3 clusters Score -1.593722e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -15937261.000000 Penalty: 5793.979492
	Iteration 28Q: 3 clusters Score -1.593726e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -15937262.000000 Penalty: 5793.979492
	Iteration 29Q: 3 clusters Score -1.593726e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -15937225.000000 Penalty: 5793.979492
	Iteration 30Q: 3 clusters Score -1.593722e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -15937253.000000 Penalty: 5793.979492
	Iteration 31Q: 3 clusters Score -1.593725e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -15937288.000000 Penalty: 5793.979492
	Iteration 32Q: 3 clusters Score -1.593729e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -15937271.000000 Penalty: 5793.979492
	Iteration 33Q: 3 clusters Score -1.593727e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -15937307.000000 Penalty: 5793.979492
	Iteration 34Q: 3 clusters Score -1.593731e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -15937309.000000 Penalty: 5793.979492
	Iteration 35Q: 3 clusters Score -1.593731e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -15937319.000000 Penalty: 5793.979492
	Iteration 36Q: 3 clusters Score -1.593732e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -15937317.000000 Penalty: 5793.979492
	Iteration 37Q: 3 clusters Score -1.593732e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -15937324.000000 Penalty: 5793.979492
	Iteration 38Q: 3 clusters Score -1.593732e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 68515 members 
Entering Unmasked Estep 
Score: -15937362.000000 Penalty: 5793.979492
	Iteration 39Q: 3 clusters Score -1.593736e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -15937360.000000 Penalty: 5793.979492
	Iteration 40F: 3 clusters Score -1.593736e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -15937389.000000 Penalty: 5793.979492
	Iteration 41Q: 3 clusters Score -1.593739e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -15937393.000000 Penalty: 5793.979492
	Iteration 42Q: 3 clusters Score -1.593739e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -15937411.000000 Penalty: 5793.979492
	Iteration 43Q: 3 clusters Score -1.593741e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -15937403.000000 Penalty: 5793.979492
	Iteration 44Q: 3 clusters Score -1.59374e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -15937427.000000 Penalty: 5793.979492
	Iteration 45Q: 3 clusters Score -1.593743e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -15937479.000000 Penalty: 5793.979492
	Iteration 46Q: 3 clusters Score -1.593748e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -15937480.000000 Penalty: 5793.979492
	Iteration 47Q: 3 clusters Score -1.593748e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -15937485.000000 Penalty: 5793.979492
	Iteration 48Q: 3 clusters Score -1.593748e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -15937495.000000 Penalty: 5793.979492
	Iteration 49Q: 3 clusters Score -1.59375e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -15937488.000000 Penalty: 5793.979492
	Iteration 50Q: 3 clusters Score -1.593749e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 70571 members 
Entering Unmasked Estep 
Score: -15937517.000000 Penalty: 5793.979492
	Iteration 51Q: 3 clusters Score -1.593752e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -15937563.000000 Penalty: 5793.979492
	Iteration 52Q: 3 clusters Score -1.593756e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -15937547.000000 Penalty: 5793.979492
	Iteration 53Q: 3 clusters Score -1.593755e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -15937535.000000 Penalty: 5793.979492
	Iteration 54Q: 3 clusters Score -1.593754e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -15937533.000000 Penalty: 5793.979492
	Iteration 55Q: 3 clusters Score -1.593753e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -15937519.000000 Penalty: 5793.979492
	Iteration 56Q: 3 clusters Score -1.593752e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -15937514.000000 Penalty: 5793.979492
	Iteration 57Q: 3 clusters Score -1.593751e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -15937494.000000 Penalty: 5793.979492
	Iteration 58Q: 3 clusters Score -1.593749e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -15937491.000000 Penalty: 5793.979492
	Iteration 59Q: 3 clusters Score -1.593749e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -15937503.000000 Penalty: 5793.979492
	Iteration 60F: 3 clusters Score -1.59375e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -15937523.000000 Penalty: 5793.979492
	Iteration 61Q: 3 clusters Score -1.593752e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -15937536.000000 Penalty: 5793.979492
	Iteration 62Q: 3 clusters Score -1.593754e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -15937581.000000 Penalty: 5793.979492
	Iteration 63Q: 3 clusters Score -1.593758e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -15937642.000000 Penalty: 5793.979492
	Iteration 64Q: 3 clusters Score -1.593764e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -15937648.000000 Penalty: 5793.979492
	Iteration 65Q: 3 clusters Score -1.593765e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -15937660.000000 Penalty: 5793.979492
	Iteration 66Q: 3 clusters Score -1.593766e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -15937661.000000 Penalty: 5793.979492
	Iteration 67Q: 3 clusters Score -1.593766e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -15937639.000000 Penalty: 5793.979492
	Iteration 68Q: 3 clusters Score -1.593764e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -15937633.000000 Penalty: 5793.979492
	Iteration 69Q: 3 clusters Score -1.593763e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -15937651.000000 Penalty: 5793.979492
	Iteration 70Q: 3 clusters Score -1.593765e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 75861 members 
Entering Unmasked Estep 
Score: -15937691.000000 Penalty: 5793.979492
	Iteration 71Q: 3 clusters Score -1.593769e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -15937744.000000 Penalty: 5793.979492
	Iteration 72Q: 3 clusters Score -1.593774e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -15937800.000000 Penalty: 5793.979492
	Iteration 73Q: 3 clusters Score -1.59378e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -15937825.000000 Penalty: 5793.979492
	Iteration 74Q: 3 clusters Score -1.593782e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 77537 members 
Entering Unmasked Estep 
Score: -15937860.000000 Penalty: 5793.979492
	Iteration 75Q: 3 clusters Score -1.593786e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -15937856.000000 Penalty: 5793.979492
	Iteration 76Q: 3 clusters Score -1.593786e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -15937872.000000 Penalty: 5793.979492
	Iteration 77Q: 3 clusters Score -1.593787e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -15937876.000000 Penalty: 5793.979492
	Iteration 78Q: 3 clusters Score -1.593788e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -15937891.000000 Penalty: 5793.979492
	Iteration 79Q: 3 clusters Score -1.593789e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -15937937.000000 Penalty: 5793.979492
	Iteration 80F: 3 clusters Score -1.593794e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -15937983.000000 Penalty: 5793.979492
	Iteration 81Q: 3 clusters Score -1.593798e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -15938009.000000 Penalty: 5793.979492
	Iteration 82Q: 3 clusters Score -1.593801e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -15938119.000000 Penalty: 5793.979492
	Iteration 83Q: 3 clusters Score -1.593812e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -15938231.000000 Penalty: 5793.979492
	Iteration 84Q: 3 clusters Score -1.593823e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -15938305.000000 Penalty: 5793.979492
	Iteration 85Q: 3 clusters Score -1.59383e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -15938423.000000 Penalty: 5793.979492
	Iteration 86Q: 3 clusters Score -1.593842e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -15938521.000000 Penalty: 5793.979492
	Iteration 87Q: 3 clusters Score -1.593852e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -15938603.000000 Penalty: 5793.979492
	Iteration 88Q: 3 clusters Score -1.59386e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -15938755.000000 Penalty: 5793.979492
	Iteration 89Q: 3 clusters Score -1.593876e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -15938903.000000 Penalty: 5793.979492
	Iteration 90Q: 3 clusters Score -1.59389e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -15939129.000000 Penalty: 5793.979492
	Iteration 91Q: 3 clusters Score -1.593913e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -15939286.000000 Penalty: 5793.979492
	Iteration 92Q: 3 clusters Score -1.593929e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -15939455.000000 Penalty: 5793.979492
	Iteration 93Q: 3 clusters Score -1.593946e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -15939595.000000 Penalty: 5793.979492
	Iteration 94Q: 3 clusters Score -1.59396e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 92206 members 
Entering Unmasked Estep 
Score: -15939774.000000 Penalty: 5793.979492
	Iteration 95Q: 3 clusters Score -1.593977e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.594003e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 94387 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.594038e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.594066e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.594084e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -15941118.000000 Penalty: 5793.979492
	Iteration 100F: 3 clusters Score -1.594112e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 98992 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.594135e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 100183 members 
Entering Unmasked Estep 
Score: -15941655.000000 Penalty: 5793.979492
	Iteration 102Q: 3 clusters Score -1.594166e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
Score: -15941940.000000 Penalty: 5793.979492
	Iteration 103Q: 3 clusters Score -1.594194e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -15942290.000000 Penalty: 5793.979492
	Iteration 104Q: 3 clusters Score -1.594229e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -15942627.000000 Penalty: 5793.979492
	Iteration 105Q: 3 clusters Score -1.594263e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.594295e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -15943228.000000 Penalty: 5793.979492
	Iteration 107Q: 3 clusters Score -1.594323e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 106855 members 
Entering Unmasked Estep 
Score: -15943539.000000 Penalty: 5793.979492
	Iteration 108Q: 3 clusters Score -1.594354e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 107823 members 
Entering Unmasked Estep 
Score: -15943840.000000 Penalty: 5793.979492
	Iteration 109Q: 3 clusters Score -1.594384e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 108733 members 
Entering Unmasked Estep 
Score: -15944111.000000 Penalty: 5793.979492
	Iteration 110Q: 3 clusters Score -1.594411e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 109623 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.594436e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 110453 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.594468e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -15944977.000000 Penalty: 5793.979492
	Iteration 113Q: 3 clusters Score -1.594498e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 111884 members 
Entering Unmasked Estep 
Score: -15945173.000000 Penalty: 5793.979492
	Iteration 114Q: 3 clusters Score -1.594517e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 112531 members 
Entering Unmasked Estep 
Score: -15945434.000000 Penalty: 5793.979492
	Iteration 115Q: 3 clusters Score -1.594543e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 113140 members 
Entering Unmasked Estep 
Score: -15945611.000000 Penalty: 5793.979492
	Iteration 116Q: 3 clusters Score -1.594561e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 113684 members 
Entering Unmasked Estep 
Score: -15945794.000000 Penalty: 5793.979492
	Iteration 117Q: 3 clusters Score -1.594579e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -15945965.000000 Penalty: 5793.979492
	Iteration 118Q: 3 clusters Score -1.594596e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 114611 members 
Entering Unmasked Estep 
Score: -15946109.000000 Penalty: 5793.979492
	Iteration 119Q: 3 clusters Score -1.594611e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 114949 members 
Entering Unmasked Estep 
Score: -15946232.000000 Penalty: 5793.979492
	Iteration 120F: 3 clusters Score -1.594623e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 115243 members 
Entering Unmasked Estep 
Score: -15946349.000000 Penalty: 5793.979492
	Iteration 121Q: 3 clusters Score -1.594635e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 115493 members 
Entering Unmasked Estep 
Score: -15946427.000000 Penalty: 5793.979492
	Iteration 122Q: 3 clusters Score -1.594643e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 115691 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.594646e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.594656e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 116021 members 
Entering Unmasked Estep 
Score: -15946621.000000 Penalty: 5793.979492
	Iteration 125Q: 3 clusters Score -1.594662e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -15946651.000000 Penalty: 5793.979492
	Iteration 126Q: 3 clusters Score -1.594665e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 116278 members 
Entering Unmasked Estep 
Score: -15946728.000000 Penalty: 5793.979492
	Iteration 127Q: 3 clusters Score -1.594673e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
Score: -15946754.000000 Penalty: 5793.979492
	Iteration 128Q: 3 clusters Score -1.594675e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 116467 members 
Entering Unmasked Estep 
Score: -15946803.000000 Penalty: 5793.979492
	Iteration 129Q: 3 clusters Score -1.59468e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 116541 members 
Entering Unmasked Estep 
Score: -15946834.000000 Penalty: 5793.979492
	Iteration 130Q: 3 clusters Score -1.594683e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 116606 members 
Entering Unmasked Estep 
Score: -15946854.000000 Penalty: 5793.979492
	Iteration 131Q: 3 clusters Score -1.594685e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 116657 members 
Entering Unmasked Estep 
Score: -15946897.000000 Penalty: 5793.979492
	Iteration 132Q: 3 clusters Score -1.59469e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 116703 members 
Entering Unmasked Estep 
Score: -15946896.000000 Penalty: 5793.979492
	Iteration 133Q: 3 clusters Score -1.59469e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 116745 members 
Entering Unmasked Estep 
Score: -15946920.000000 Penalty: 5793.979492
	Iteration 134Q: 3 clusters Score -1.594692e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 116794 members 
Entering Unmasked Estep 
Score: -15946931.000000 Penalty: 5793.979492
	Iteration 135Q: 3 clusters Score -1.594693e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 116830 members 
Entering Unmasked Estep 
Score: -15946929.000000 Penalty: 5793.979492
	Iteration 136Q: 3 clusters Score -1.594693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 116857 members 
Entering Unmasked Estep 
Score: -15946946.000000 Penalty: 5793.979492
	Iteration 137Q: 3 clusters Score -1.594695e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 116879 members 
Entering Unmasked Estep 
Score: -15946970.000000 Penalty: 5793.979492
	Iteration 138Q: 3 clusters Score -1.594697e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -15946973.000000 Penalty: 5793.979492
	Iteration 139Q: 3 clusters Score -1.594697e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 116918 members 
Entering Unmasked Estep 
Score: -15946981.000000 Penalty: 5793.979492
	Iteration 140F: 3 clusters Score -1.594698e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 116938 members 
Entering Unmasked Estep 
Score: -15946983.000000 Penalty: 5793.979492
	Iteration 141Q: 3 clusters Score -1.594698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 116954 members 
Entering Unmasked Estep 
Score: -15946975.000000 Penalty: 5793.979492
	Iteration 142Q: 3 clusters Score -1.594698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 116971 members 
Entering Unmasked Estep 
Score: -15946985.000000 Penalty: 5793.979492
	Iteration 143Q: 3 clusters Score -1.594698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -15946982.000000 Penalty: 5793.979492
	Iteration 144Q: 3 clusters Score -1.594698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 117013 members 
Entering Unmasked Estep 
Score: -15947001.000000 Penalty: 5793.979492
	Iteration 145Q: 3 clusters Score -1.5947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 117036 members 
Entering Unmasked Estep 
Score: -15947006.000000 Penalty: 5793.979492
	Iteration 146Q: 3 clusters Score -1.594701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 117051 members 
Entering Unmasked Estep 
Score: -15947016.000000 Penalty: 5793.979492
	Iteration 147Q: 3 clusters Score -1.594702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -15947039.000000 Penalty: 5793.979492
	Iteration 148Q: 3 clusters Score -1.594704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 117084 members 
Entering Unmasked Estep 
Score: -15947035.000000 Penalty: 5793.979492
	Iteration 149Q: 3 clusters Score -1.594704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 117098 members 
Entering Unmasked Estep 
Score: -15947049.000000 Penalty: 5793.979492
	Iteration 150Q: 3 clusters Score -1.594705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 117117 members 
Entering Unmasked Estep 
Score: -15947055.000000 Penalty: 5793.979492
	Iteration 151Q: 3 clusters Score -1.594706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 117135 members 
Entering Unmasked Estep 
Score: -15947061.000000 Penalty: 5793.979492
	Iteration 152Q: 3 clusters Score -1.594706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 117148 members 
Entering Unmasked Estep 
Score: -15947066.000000 Penalty: 5793.979492
	Iteration 153Q: 3 clusters Score -1.594707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 117158 members 
Entering Unmasked Estep 
Score: -15947078.000000 Penalty: 5793.979492
	Iteration 154Q: 3 clusters Score -1.594708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 117166 members 
Entering Unmasked Estep 
Score: -15947067.000000 Penalty: 5793.979492
	Iteration 155Q: 3 clusters Score -1.594707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -15947092.000000 Penalty: 5793.979492
	Iteration 156Q: 3 clusters Score -1.594709e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 117194 members 
Entering Unmasked Estep 
Score: -15947085.000000 Penalty: 5793.979492
	Iteration 157Q: 3 clusters Score -1.594708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 117210 members 
Entering Unmasked Estep 
Score: -15947097.000000 Penalty: 5793.979492
	Iteration 158Q: 3 clusters Score -1.59471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 117216 members 
Entering Unmasked Estep 
Score: -15947112.000000 Penalty: 5793.979492
	Iteration 159Q: 3 clusters Score -1.594711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 117230 members 
Entering Unmasked Estep 
Score: -15947121.000000 Penalty: 5793.979492
	Iteration 160F: 3 clusters Score -1.594712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 117242 members 
Entering Unmasked Estep 
Score: -15947117.000000 Penalty: 5793.979492
	Iteration 161Q: 3 clusters Score -1.594712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 117247 members 
Entering Unmasked Estep 
Score: -15947119.000000 Penalty: 5793.979492
	Iteration 162Q: 3 clusters Score -1.594712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 117254 members 
Entering Unmasked Estep 
Score: -15947122.000000 Penalty: 5793.979492
	Iteration 163Q: 3 clusters Score -1.594712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -15947112.000000 Penalty: 5793.979492
	Iteration 164Q: 3 clusters Score -1.594711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 117262 members 
Entering Unmasked Estep 
Score: -15947117.000000 Penalty: 5793.979492
	Iteration 165Q: 3 clusters Score -1.594712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 117270 members 
Entering Unmasked Estep 
Score: -15947121.000000 Penalty: 5793.979492
	Iteration 166Q: 3 clusters Score -1.594712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 117273 members 
Entering Unmasked Estep 
Score: -15947136.000000 Penalty: 5793.979492
	Iteration 167Q: 3 clusters Score -1.594714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 117279 members 
Entering Unmasked Estep 
Score: -15947134.000000 Penalty: 5793.979492
	Iteration 168Q: 3 clusters Score -1.594713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 117285 members 
Entering Unmasked Estep 
Score: -15947142.000000 Penalty: 5793.979492
	Iteration 169Q: 3 clusters Score -1.594714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 117292 members 
Entering Unmasked Estep 
Score: -15947153.000000 Penalty: 5793.979492
	Iteration 170Q: 3 clusters Score -1.594715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 117296 members 
Entering Unmasked Estep 
Score: -15947150.000000 Penalty: 5793.979492
	Iteration 171Q: 3 clusters Score -1.594715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 117302 members 
Entering Unmasked Estep 
Score: -15947158.000000 Penalty: 5793.979492
	Iteration 172Q: 3 clusters Score -1.594716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 117309 members 
Entering Unmasked Estep 
Score: -15947157.000000 Penalty: 5793.979492
	Iteration 173Q: 3 clusters Score -1.594716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 117312 members 
Entering Unmasked Estep 
Score: -15947166.000000 Penalty: 5793.979492
	Iteration 174Q: 3 clusters Score -1.594717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 117312 members 
Entering Unmasked Estep 
Score: -15947166.000000 Penalty: 5793.979492
	Iteration 175F: 3 clusters Score -1.594717e+07 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: -173170.937500 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -173170.9 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 645 members 
Entering Unmasked Estep 
Score: -170996.500000 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -170996.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -171310.453125 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -171310.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -171385.281250 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -171385.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -171417.453125 Penalty: 3563.951904
	Iteration 3Q: 3 clusters Score -171417.5 nChanged 12
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: -171428.500000 Penalty: 3563.951904
	Iteration 4Q: 3 clusters Score -171428.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -171440.296875 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -171440.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -171449.812500 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -171449.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171454.937500 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -171454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171456.921875 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -171456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -171458.812500 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -171458.8 nChanged 2
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: -171461.234375 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -171461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -171464.171875 Penalty: 3563.951904
	Iteration 11Q: 3 clusters Score -171464.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -171473.718750 Penalty: 3563.951904
	Iteration 12Q: 3 clusters Score -171473.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -171484.937500 Penalty: 3563.951904
	Iteration 13Q: 3 clusters Score -171484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -171490.015625 Penalty: 3563.951904
	Iteration 14Q: 3 clusters Score -171490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -171493.640625 Penalty: 3563.951904
	Iteration 15Q: 3 clusters Score -171493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -171497.187500 Penalty: 3563.951904
	Iteration 16Q: 3 clusters Score -171497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -171498.281250 Penalty: 3563.951904
	Iteration 17Q: 3 clusters Score -171498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -171498.281250 Penalty: 3563.951904
	Iteration 18F: 3 clusters Score -171498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Entering Unmasked Estep 
Score: -3915517.750000 Penalty: 2546.479248
	Iteration 0F: 2 clusters Score -3915518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3895759.750000 Penalty: 5092.958496
	Iteration 0F: 3 clusters Score -3895760 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3902989.500000 Penalty: 5092.958496
	Iteration 1F: 3 clusters Score -3902990 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3903595.000000 Penalty: 5092.958496
	Iteration 2F: 3 clusters Score -3903595 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3904175.000000 Penalty: 5092.958496
	Iteration 3Q: 3 clusters Score -3904175 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3904721.250000 Penalty: 5092.958496
	Iteration 4Q: 3 clusters Score -3904721 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3905327.250000 Penalty: 5092.958496
	Iteration 5Q: 3 clusters Score -3905327 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3906063.000000 Penalty: 5092.958496
	Iteration 6F: 3 clusters Score -3906063 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3906914.750000 Penalty: 5092.958496
	Iteration 7F: 3 clusters Score -3906915 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3907992.750000 Penalty: 5092.958496
	Iteration 8F: 3 clusters Score -3907993 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3909322.000000 Penalty: 5092.958496
	Iteration 9F: 3 clusters Score -3909322 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3910668.000000 Penalty: 5092.958496
	Iteration 10F: 3 clusters Score -3910668 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3911786.250000 Penalty: 5092.958496
	Iteration 11Q: 3 clusters Score -3911786 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3912528.250000 Penalty: 5092.958496
	Iteration 12Q: 3 clusters Score -3912528 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3912950.500000 Penalty: 5092.958496
	Iteration 13Q: 3 clusters Score -3912950 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3913200.000000 Penalty: 5092.958496
	Iteration 14Q: 3 clusters Score -3913200 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -3913334.250000 Penalty: 5092.958496
	Iteration 15Q: 3 clusters Score -3913334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3913428.500000 Penalty: 5092.958496
	Iteration 16Q: 3 clusters Score -3913428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3913492.750000 Penalty: 5092.958496
	Iteration 17Q: 3 clusters Score -3913493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3913532.250000 Penalty: 5092.958496
	Iteration 18Q: 3 clusters Score -3913532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3913566.750000 Penalty: 5092.958496
	Iteration 19Q: 3 clusters Score -3913567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3913640.250000 Penalty: 5092.958496
	Iteration 20F: 3 clusters Score -3913640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -3913741.000000 Penalty: 5092.958496
	Iteration 21Q: 3 clusters Score -3913741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3913904.250000 Penalty: 5092.958496
	Iteration 22Q: 3 clusters Score -3913904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3914066.250000 Penalty: 5092.958496
	Iteration 23Q: 3 clusters Score -3914066 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3914165.750000 Penalty: 5092.958496
	Iteration 24Q: 3 clusters Score -3914166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3914286.250000 Penalty: 5092.958496
	Iteration 25Q: 3 clusters Score -3914286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3914357.500000 Penalty: 5092.958496
	Iteration 26Q: 3 clusters Score -3914358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3914396.000000 Penalty: 5092.958496
	Iteration 27Q: 3 clusters Score -3914396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3914442.000000 Penalty: 5092.958496
	Iteration 28Q: 3 clusters Score -3914442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3914479.750000 Penalty: 5092.958496
	Iteration 29Q: 3 clusters Score -3914480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3914503.250000 Penalty: 5092.958496
	Iteration 30Q: 3 clusters Score -3914503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3914532.000000 Penalty: 5092.958496
	Iteration 31Q: 3 clusters Score -3914532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3914542.500000 Penalty: 5092.958496
	Iteration 32Q: 3 clusters Score -3914542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3914547.750000 Penalty: 5092.958496
	Iteration 33Q: 3 clusters Score -3914548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3914554.750000 Penalty: 5092.958496
	Iteration 34Q: 3 clusters Score -3914555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3914556.500000 Penalty: 5092.958496
	Iteration 35Q: 3 clusters Score -3914556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3914552.500000 Penalty: 5092.958496
	Iteration 36Q: 3 clusters Score -3914552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3914555.750000 Penalty: 5092.958496
	Iteration 37Q: 3 clusters Score -3914556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3914555.750000 Penalty: 5092.958496
	Iteration 38Q: 3 clusters Score -3914556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3914557.250000 Penalty: 5092.958496
	Iteration 39Q: 3 clusters Score -3914557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3914631.750000 Penalty: 5092.958496
	Iteration 40F: 3 clusters Score -3914632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3914673.750000 Penalty: 5092.958496
	Iteration 41Q: 3 clusters Score -3914674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3914694.500000 Penalty: 5092.958496
	Iteration 42Q: 3 clusters Score -3914694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3914706.250000 Penalty: 5092.958496
	Iteration 43Q: 3 clusters Score -3914706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3914714.500000 Penalty: 5092.958496
	Iteration 44Q: 3 clusters Score -3914714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3914721.500000 Penalty: 5092.958496
	Iteration 45Q: 3 clusters Score -3914722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3914721.000000 Penalty: 5092.958496
	Iteration 46Q: 3 clusters Score -3914721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3914718.750000 Penalty: 5092.958496
	Iteration 47Q: 3 clusters Score -3914719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3914723.000000 Penalty: 5092.958496
	Iteration 48Q: 3 clusters Score -3914723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3914720.500000 Penalty: 5092.958496
	Iteration 49Q: 3 clusters Score -3914720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3914720.250000 Penalty: 5092.958496
	Iteration 50Q: 3 clusters Score -3914720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3914719.250000 Penalty: 5092.958496
	Iteration 51Q: 3 clusters Score -3914719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3914715.250000 Penalty: 5092.958496
	Iteration 52Q: 3 clusters Score -3914715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3914719.500000 Penalty: 5092.958496
	Iteration 53Q: 3 clusters Score -3914720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3914719.500000 Penalty: 5092.958496
	Iteration 54F: 3 clusters Score -3914720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -247408.375000 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -247408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -244768.218750 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -244768.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -245402.906250 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -245402.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -245830.328125 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -245830.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -246434.671875 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -246434.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -247174.625000 Penalty: 3777.187988
	Iteration 4F: 3 clusters Score -247174.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -248480.328125 Penalty: 3777.187988
	Iteration 5F: 3 clusters Score -248480.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -249854.937500 Penalty: 3777.187988
	Iteration 6F: 3 clusters Score -249854.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -250237.546875 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -250237.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -250317.468750 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -250317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -250325.593750 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -250325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -250325.593750 Penalty: 3777.187988
	Iteration 10F: 3 clusters Score -250325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 96667 members 
Mstep: Class 5 contains 11943 members 
Mstep: Class 6 contains 30577 members 
Mstep: Class 7 contains 189879 members 
Mstep: Class 8 contains 39077 members 
Mstep: Class 9 contains 1096 members 
Mstep: Class 10 contains 176049 members 
Mstep: Class 11 contains 118351 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 28798 members 
Mstep: Class 14 contains 1133 members 
Mstep: Class 15 contains 45307 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 54626 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 185845 members 
Entering Unmasked Estep 
Score: -144339152.000000 Penalty: 68977.492188
Splitting cluster 14 changes total score from -144338080.000000 to -144339152.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 15 (45307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Entering Unmasked Estep 
Score: -5905381.500000 Penalty: 2658.861816
	Iteration 0F: 2 clusters Score -5905382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5874674.500000 Penalty: 5317.723633
	Iteration 0F: 3 clusters Score -5874674 nChanged 20907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -5886309.000000 Penalty: 5317.723633
	Iteration 1F: 3 clusters Score -5886309 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -5886965.500000 Penalty: 5317.723633
	Iteration 2Q: 3 clusters Score -5886966 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -5887706.000000 Penalty: 5317.723633
	Iteration 3Q: 3 clusters Score -5887706 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -5888771.000000 Penalty: 5317.723633
	Iteration 4Q: 3 clusters Score -5888771 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -5890326.000000 Penalty: 5317.723633
	Iteration 5F: 3 clusters Score -5890326 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -5892638.500000 Penalty: 5317.723633
	Iteration 6F: 3 clusters Score -5892638 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -5895470.000000 Penalty: 5317.723633
	Iteration 7F: 3 clusters Score -5895470 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -5898227.000000 Penalty: 5317.723633
	Iteration 8F: 3 clusters Score -5898227 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5900388.000000 Penalty: 5317.723633
	Iteration 9F: 3 clusters Score -5900388 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -5901793.000000 Penalty: 5317.723633
	Iteration 10Q: 3 clusters Score -5901793 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -5902471.000000 Penalty: 5317.723633
	Iteration 11Q: 3 clusters Score -5902471 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -5902766.500000 Penalty: 5317.723633
	Iteration 12Q: 3 clusters Score -5902766 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -5902884.000000 Penalty: 5317.723633
	Iteration 13Q: 3 clusters Score -5902884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -5902957.000000 Penalty: 5317.723633
	Iteration 14Q: 3 clusters Score -5902957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -5903006.500000 Penalty: 5317.723633
	Iteration 15Q: 3 clusters Score -5903006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -5903036.000000 Penalty: 5317.723633
	Iteration 16Q: 3 clusters Score -5903036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -5903045.500000 Penalty: 5317.723633
	Iteration 17Q: 3 clusters Score -5903046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -5903052.000000 Penalty: 5317.723633
	Iteration 18Q: 3 clusters Score -5903052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -5903058.000000 Penalty: 5317.723633
	Iteration 19Q: 3 clusters Score -5903058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -5903050.000000 Penalty: 5317.723633
	Iteration 20F: 3 clusters Score -5903050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -5903057.000000 Penalty: 5317.723633
	Iteration 21Q: 3 clusters Score -5903057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -5903058.500000 Penalty: 5317.723633
	Iteration 22Q: 3 clusters Score -5903058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -5903058.500000 Penalty: 5317.723633
	Iteration 23F: 3 clusters Score -5903058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Entering Unmasked Estep 
Score: -496745.750000 Penalty: 2035.029663
	Iteration 0F: 2 clusters Score -496745.8 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 1810 members 
Entering Unmasked Estep 
Score: -493090.937500 Penalty: 4070.059326
	Iteration 0F: 3 clusters Score -493090.9 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -493893.406250 Penalty: 4070.059326
	Iteration 1F: 3 clusters Score -493893.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -494103.218750 Penalty: 4070.059326
	Iteration 2F: 3 clusters Score -494103.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -494220.156250 Penalty: 4070.059326
	Iteration 3F: 3 clusters Score -494220.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -494328.000000 Penalty: 4070.059326
	Iteration 4Q: 3 clusters Score -494328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -494415.031250 Penalty: 4070.059326
	Iteration 5Q: 3 clusters Score -494415 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -494525.031250 Penalty: 4070.059326
	Iteration 6Q: 3 clusters Score -494525 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -494644.343750 Penalty: 4070.059326
	Iteration 7Q: 3 clusters Score -494644.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -494788.000000 Penalty: 4070.059326
	Iteration 8Q: 3 clusters Score -494788 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -494937.906250 Penalty: 4070.059326
	Iteration 9Q: 3 clusters Score -494937.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -495066.375000 Penalty: 4070.059326
	Iteration 10Q: 3 clusters Score -495066.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -495172.687500 Penalty: 4070.059326
	Iteration 11Q: 3 clusters Score -495172.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -495246.187500 Penalty: 4070.059326
	Iteration 12Q: 3 clusters Score -495246.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -495301.031250 Penalty: 4070.059326
	Iteration 13Q: 3 clusters Score -495301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -495339.500000 Penalty: 4070.059326
	Iteration 14Q: 3 clusters Score -495339.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -495367.500000 Penalty: 4070.059326
	Iteration 15Q: 3 clusters Score -495367.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -495382.406250 Penalty: 4070.059326
	Iteration 16Q: 3 clusters Score -495382.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -495394.437500 Penalty: 4070.059326
	Iteration 17Q: 3 clusters Score -495394.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -495404.281250 Penalty: 4070.059326
	Iteration 18Q: 3 clusters Score -495404.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -495412.437500 Penalty: 4070.059326
	Iteration 19Q: 3 clusters Score -495412.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -495420.250000 Penalty: 4070.059326
	Iteration 20F: 3 clusters Score -495420.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -495424.781250 Penalty: 4070.059326
	Iteration 21Q: 3 clusters Score -495424.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -495427.937500 Penalty: 4070.059326
	Iteration 22Q: 3 clusters Score -495427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -495429.968750 Penalty: 4070.059326
	Iteration 23Q: 3 clusters Score -495430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -495429.312500 Penalty: 4070.059326
	Iteration 24Q: 3 clusters Score -495429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -495431.000000 Penalty: 4070.059326
	Iteration 25Q: 3 clusters Score -495431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -495435.031250 Penalty: 4070.059326
	Iteration 26Q: 3 clusters Score -495435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -495438.531250 Penalty: 4070.059326
	Iteration 27Q: 3 clusters Score -495438.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -495444.093750 Penalty: 4070.059326
	Iteration 28Q: 3 clusters Score -495444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -495445.718750 Penalty: 4070.059326
	Iteration 29Q: 3 clusters Score -495445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -495446.062500 Penalty: 4070.059326
	Iteration 30Q: 3 clusters Score -495446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -495447.031250 Penalty: 4070.059326
	Iteration 31Q: 3 clusters Score -495447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -495447.625000 Penalty: 4070.059326
	Iteration 32Q: 3 clusters Score -495447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -495448.750000 Penalty: 4070.059326
	Iteration 33Q: 3 clusters Score -495448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -495448.875000 Penalty: 4070.059326
	Iteration 34Q: 3 clusters Score -495448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -495448.875000 Penalty: 4070.059326
	Iteration 35F: 3 clusters Score -495448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Entering Unmasked Estep 
Score: -7388541.500000 Penalty: 2705.249756
	Iteration 0F: 2 clusters Score -7388542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -7351717.500000 Penalty: 5410.499512
	Iteration 0F: 3 clusters Score -7351718 nChanged 25308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -7365635.500000 Penalty: 5410.499512
	Iteration 1F: 3 clusters Score -7365636 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -7366132.000000 Penalty: 5410.499512
	Iteration 2Q: 3 clusters Score -7366132 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -7366621.500000 Penalty: 5410.499512
	Iteration 3Q: 3 clusters Score -7366622 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -7367137.000000 Penalty: 5410.499512
	Iteration 4Q: 3 clusters Score -7367137 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -7367634.500000 Penalty: 5410.499512
	Iteration 5Q: 3 clusters Score -7367634 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -7368354.500000 Penalty: 5410.499512
	Iteration 6Q: 3 clusters Score -7368354 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -7369374.000000 Penalty: 5410.499512
	Iteration 7Q: 3 clusters Score -7369374 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -7370878.500000 Penalty: 5410.499512
	Iteration 8Q: 3 clusters Score -7370878 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -7373101.500000 Penalty: 5410.499512
	Iteration 9F: 3 clusters Score -7373102 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -7375923.500000 Penalty: 5410.499512
	Iteration 10F: 3 clusters Score -7375924 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -7379082.500000 Penalty: 5410.499512
	Iteration 11F: 3 clusters Score -7379082 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -7381907.500000 Penalty: 5410.499512
	Iteration 12F: 3 clusters Score -7381908 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -7383846.000000 Penalty: 5410.499512
	Iteration 13Q: 3 clusters Score -7383846 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -7384912.000000 Penalty: 5410.499512
	Iteration 14Q: 3 clusters Score -7384912 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -7385449.500000 Penalty: 5410.499512
	Iteration 15Q: 3 clusters Score -7385450 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -7385763.000000 Penalty: 5410.499512
	Iteration 16Q: 3 clusters Score -7385763 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -7385928.500000 Penalty: 5410.499512
	Iteration 17Q: 3 clusters Score -7385928 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -7386025.000000 Penalty: 5410.499512
	Iteration 18Q: 3 clusters Score -7386025 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -7386069.500000 Penalty: 5410.499512
	Iteration 19Q: 3 clusters Score -7386070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -7386114.500000 Penalty: 5410.499512
	Iteration 20F: 3 clusters Score -7386114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -7386153.000000 Penalty: 5410.499512
	Iteration 21Q: 3 clusters Score -7386153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -7386166.000000 Penalty: 5410.499512
	Iteration 22Q: 3 clusters Score -7386166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -7386181.500000 Penalty: 5410.499512
	Iteration 23Q: 3 clusters Score -7386182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -7386192.000000 Penalty: 5410.499512
	Iteration 24Q: 3 clusters Score -7386192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -7386207.500000 Penalty: 5410.499512
	Iteration 25Q: 3 clusters Score -7386208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -7386214.000000 Penalty: 5410.499512
	Iteration 26Q: 3 clusters Score -7386214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -7386215.500000 Penalty: 5410.499512
	Iteration 27Q: 3 clusters Score -7386216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -7386218.000000 Penalty: 5410.499512
	Iteration 28Q: 3 clusters Score -7386218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -7386227.500000 Penalty: 5410.499512
	Iteration 29Q: 3 clusters Score -7386228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -7386222.500000 Penalty: 5410.499512
	Iteration 30Q: 3 clusters Score -7386222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -7386230.000000 Penalty: 5410.499512
	Iteration 31Q: 3 clusters Score -7386230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -7386231.500000 Penalty: 5410.499512
	Iteration 32Q: 3 clusters Score -7386232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -7386230.500000 Penalty: 5410.499512
	Iteration 33Q: 3 clusters Score -7386230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -7386231.000000 Penalty: 5410.499512
	Iteration 34Q: 3 clusters Score -7386231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -7386231.000000 Penalty: 5410.499512
	Iteration 35F: 3 clusters Score -7386231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -344646.375000 Penalty: 1959.082153
	Iteration 0F: 2 clusters Score -344646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -341595.218750 Penalty: 3918.164307
	Iteration 0F: 3 clusters Score -341595.2 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -342184.437500 Penalty: 3918.164307
	Iteration 1F: 3 clusters Score -342184.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -342316.187500 Penalty: 3918.164307
	Iteration 2F: 3 clusters Score -342316.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -342404.906250 Penalty: 3918.164307
	Iteration 3Q: 3 clusters Score -342404.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -342457.375000 Penalty: 3918.164307
	Iteration 4Q: 3 clusters Score -342457.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -342491.875000 Penalty: 3918.164307
	Iteration 5Q: 3 clusters Score -342491.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -342514.875000 Penalty: 3918.164307
	Iteration 6Q: 3 clusters Score -342514.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -342527.906250 Penalty: 3918.164307
	Iteration 7Q: 3 clusters Score -342527.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -342540.968750 Penalty: 3918.164307
	Iteration 8Q: 3 clusters Score -342541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -342554.218750 Penalty: 3918.164307
	Iteration 9Q: 3 clusters Score -342554.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -342564.531250 Penalty: 3918.164307
	Iteration 10Q: 3 clusters Score -342564.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -342573.781250 Penalty: 3918.164307
	Iteration 11Q: 3 clusters Score -342573.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -342583.531250 Penalty: 3918.164307
	Iteration 12Q: 3 clusters Score -342583.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -342592.375000 Penalty: 3918.164307
	Iteration 13Q: 3 clusters Score -342592.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -342608.968750 Penalty: 3918.164307
	Iteration 14Q: 3 clusters Score -342609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -342621.375000 Penalty: 3918.164307
	Iteration 15Q: 3 clusters Score -342621.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -342629.468750 Penalty: 3918.164307
	Iteration 16Q: 3 clusters Score -342629.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -342635.500000 Penalty: 3918.164307
	Iteration 17Q: 3 clusters Score -342635.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -342638.843750 Penalty: 3918.164307
	Iteration 18Q: 3 clusters Score -342638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -342641.625000 Penalty: 3918.164307
	Iteration 19Q: 3 clusters Score -342641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -342646.406250 Penalty: 3918.164307
	Iteration 20F: 3 clusters Score -342646.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -342651.906250 Penalty: 3918.164307
	Iteration 21Q: 3 clusters Score -342651.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -342656.437500 Penalty: 3918.164307
	Iteration 22Q: 3 clusters Score -342656.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -342660.937500 Penalty: 3918.164307
	Iteration 23Q: 3 clusters Score -342660.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -342664.593750 Penalty: 3918.164307
	Iteration 24Q: 3 clusters Score -342664.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -342668.031250 Penalty: 3918.164307
	Iteration 25Q: 3 clusters Score -342668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -342673.375000 Penalty: 3918.164307
	Iteration 26Q: 3 clusters Score -342673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -342678.375000 Penalty: 3918.164307
	Iteration 27Q: 3 clusters Score -342678.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -342685.531250 Penalty: 3918.164307
	Iteration 28Q: 3 clusters Score -342685.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -342694.187500 Penalty: 3918.164307
	Iteration 29Q: 3 clusters Score -342694.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -342701.031250 Penalty: 3918.164307
	Iteration 30Q: 3 clusters Score -342701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -342707.875000 Penalty: 3918.164307
	Iteration 31Q: 3 clusters Score -342707.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -342715.625000 Penalty: 3918.164307
	Iteration 32Q: 3 clusters Score -342715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -342719.687500 Penalty: 3918.164307
	Iteration 33Q: 3 clusters Score -342719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -342721.687500 Penalty: 3918.164307
	Iteration 34Q: 3 clusters Score -342721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -342721.593750 Penalty: 3918.164307
	Iteration 35Q: 3 clusters Score -342721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -342722.750000 Penalty: 3918.164307
	Iteration 36Q: 3 clusters Score -342722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -342723.281250 Penalty: 3918.164307
	Iteration 37Q: 3 clusters Score -342723.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -342724.031250 Penalty: 3918.164307
	Iteration 38Q: 3 clusters Score -342724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -342724.031250 Penalty: 3918.164307
	Iteration 39F: 3 clusters Score -342724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185845 members 
Entering Unmasked Estep 
Score: -24918652.000000 Penalty: 3008.901855
	Iteration 0F: 2 clusters Score -2.491865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92672 members 
Mstep: Class 2 contains 93173 members 
Entering Unmasked Estep 
Score: -24797934.000000 Penalty: 6017.803711
	Iteration 0F: 3 clusters Score -2.479793e+07 nChanged 89295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -24851012.000000 Penalty: 6017.803711
	Iteration 1F: 3 clusters Score -2.485101e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -24853352.000000 Penalty: 6017.803711
	Iteration 2Q: 3 clusters Score -2.485335e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -24857046.000000 Penalty: 6017.803711
	Iteration 3Q: 3 clusters Score -2.485705e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 115599 members 
Entering Unmasked Estep 
Score: -24863220.000000 Penalty: 6017.803711
	Iteration 4F: 3 clusters Score -2.486322e+07 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 126050 members 
Entering Unmasked Estep 
Score: -24871930.000000 Penalty: 6017.803711
	Iteration 5F: 3 clusters Score -2.487193e+07 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 138288 members 
Entering Unmasked Estep 
Score: -24883312.000000 Penalty: 6017.803711
	Iteration 6F: 3 clusters Score -2.488331e+07 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 150322 members 
Entering Unmasked Estep 
Score: -24894880.000000 Penalty: 6017.803711
	Iteration 7F: 3 clusters Score -2.489488e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 160016 members 
Entering Unmasked Estep 
Score: -24903912.000000 Penalty: 6017.803711
	Iteration 8F: 3 clusters Score -2.490391e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 166834 members 
Entering Unmasked Estep 
Score: -24909376.000000 Penalty: 6017.803711
	Iteration 9Q: 3 clusters Score -2.490938e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 171324 members 
Entering Unmasked Estep 
Score: -24912540.000000 Penalty: 6017.803711
	Iteration 10Q: 3 clusters Score -2.491254e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 174367 members 
Entering Unmasked Estep 
Score: -24914236.000000 Penalty: 6017.803711
	Iteration 11Q: 3 clusters Score -2.491424e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 176580 members 
Entering Unmasked Estep 
Score: -24915102.000000 Penalty: 6017.803711
	Iteration 12Q: 3 clusters Score -2.49151e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 178199 members 
Entering Unmasked Estep 
Score: -24915776.000000 Penalty: 6017.803711
	Iteration 13Q: 3 clusters Score -2.491578e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 179460 members 
Entering Unmasked Estep 
Score: -24915970.000000 Penalty: 6017.803711
	Iteration 14Q: 3 clusters Score -2.491597e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 180441 members 
Entering Unmasked Estep 
Score: -24916120.000000 Penalty: 6017.803711
	Iteration 15Q: 3 clusters Score -2.491612e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 181273 members 
Entering Unmasked Estep 
Score: -24916264.000000 Penalty: 6017.803711
	Iteration 16Q: 3 clusters Score -2.491626e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 181916 members 
Entering Unmasked Estep 
Score: -24916306.000000 Penalty: 6017.803711
	Iteration 17Q: 3 clusters Score -2.491631e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 182439 members 
Entering Unmasked Estep 
Score: -24916456.000000 Penalty: 6017.803711
	Iteration 18Q: 3 clusters Score -2.491646e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 182834 members 
Entering Unmasked Estep 
Score: -24916596.000000 Penalty: 6017.803711
	Iteration 19Q: 3 clusters Score -2.49166e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 183138 members 
Entering Unmasked Estep 
Score: -24916606.000000 Penalty: 6017.803711
	Iteration 20F: 3 clusters Score -2.491661e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 183371 members 
Entering Unmasked Estep 
Score: -24916678.000000 Penalty: 6017.803711
	Iteration 21Q: 3 clusters Score -2.491668e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 183551 members 
Entering Unmasked Estep 
Score: -24916716.000000 Penalty: 6017.803711
	Iteration 22Q: 3 clusters Score -2.491672e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 183686 members 
Entering Unmasked Estep 
Score: -24916638.000000 Penalty: 6017.803711
	Iteration 23Q: 3 clusters Score -2.491664e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 183808 members 
Entering Unmasked Estep 
Score: -24916640.000000 Penalty: 6017.803711
	Iteration 24Q: 3 clusters Score -2.491664e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 183917 members 
Entering Unmasked Estep 
Score: -24916606.000000 Penalty: 6017.803711
	Iteration 25Q: 3 clusters Score -2.491661e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 184005 members 
Entering Unmasked Estep 
Score: -24916650.000000 Penalty: 6017.803711
	Iteration 26Q: 3 clusters Score -2.491665e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 184069 members 
Entering Unmasked Estep 
Score: -24916594.000000 Penalty: 6017.803711
	Iteration 27Q: 3 clusters Score -2.491659e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 184123 members 
Entering Unmasked Estep 
Score: -24916594.000000 Penalty: 6017.803711
	Iteration 28Q: 3 clusters Score -2.491659e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 184161 members 
Entering Unmasked Estep 
Score: -24916590.000000 Penalty: 6017.803711
	Iteration 29Q: 3 clusters Score -2.491659e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 184188 members 
Entering Unmasked Estep 
Score: -24916624.000000 Penalty: 6017.803711
	Iteration 30Q: 3 clusters Score -2.491662e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 184216 members 
Entering Unmasked Estep 
Score: -24916630.000000 Penalty: 6017.803711
	Iteration 31Q: 3 clusters Score -2.491663e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 184242 members 
Entering Unmasked Estep 
Score: -24916624.000000 Penalty: 6017.803711
	Iteration 32Q: 3 clusters Score -2.491662e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 184268 members 
Entering Unmasked Estep 
Score: -24916626.000000 Penalty: 6017.803711
	Iteration 33Q: 3 clusters Score -2.491663e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 184295 members 
Entering Unmasked Estep 
Score: -24916608.000000 Penalty: 6017.803711
	Iteration 34Q: 3 clusters Score -2.491661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 184315 members 
Entering Unmasked Estep 
Score: -24916620.000000 Penalty: 6017.803711
	Iteration 35Q: 3 clusters Score -2.491662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 184332 members 
Entering Unmasked Estep 
Score: -24916614.000000 Penalty: 6017.803711
	Iteration 36Q: 3 clusters Score -2.491661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 184346 members 
Entering Unmasked Estep 
Score: -24916630.000000 Penalty: 6017.803711
	Iteration 37Q: 3 clusters Score -2.491663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 184359 members 
Entering Unmasked Estep 
Score: -24916638.000000 Penalty: 6017.803711
	Iteration 38Q: 3 clusters Score -2.491664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 184372 members 
Entering Unmasked Estep 
Score: -24916618.000000 Penalty: 6017.803711
	Iteration 39Q: 3 clusters Score -2.491662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 184380 members 
Entering Unmasked Estep 
Score: -24916622.000000 Penalty: 6017.803711
	Iteration 40F: 3 clusters Score -2.491662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 184392 members 
Entering Unmasked Estep 
Score: -24916626.000000 Penalty: 6017.803711
	Iteration 41Q: 3 clusters Score -2.491663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 184408 members 
Entering Unmasked Estep 
Score: -24916620.000000 Penalty: 6017.803711
	Iteration 42Q: 3 clusters Score -2.491662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 184425 members 
Entering Unmasked Estep 
Score: -24916612.000000 Penalty: 6017.803711
	Iteration 43Q: 3 clusters Score -2.491661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 184441 members 
Entering Unmasked Estep 
Score: -24916646.000000 Penalty: 6017.803711
	Iteration 44Q: 3 clusters Score -2.491665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 184461 members 
Entering Unmasked Estep 
Score: -24916618.000000 Penalty: 6017.803711
	Iteration 45Q: 3 clusters Score -2.491662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 184477 members 
Entering Unmasked Estep 
Score: -24916610.000000 Penalty: 6017.803711
	Iteration 46Q: 3 clusters Score -2.491661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 184488 members 
Entering Unmasked Estep 
Score: -24916600.000000 Penalty: 6017.803711
	Iteration 47Q: 3 clusters Score -2.49166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 184495 members 
Entering Unmasked Estep 
Score: -24916582.000000 Penalty: 6017.803711
	Iteration 48Q: 3 clusters Score -2.491658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 184503 members 
Entering Unmasked Estep 
Score: -24916590.000000 Penalty: 6017.803711
	Iteration 49Q: 3 clusters Score -2.491659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 184513 members 
Entering Unmasked Estep 
Score: -24916584.000000 Penalty: 6017.803711
	Iteration 50Q: 3 clusters Score -2.491658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 184521 members 
Entering Unmasked Estep 
Score: -24916578.000000 Penalty: 6017.803711
	Iteration 51Q: 3 clusters Score -2.491658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 184524 members 
Entering Unmasked Estep 
Score: -24916586.000000 Penalty: 6017.803711
	Iteration 52Q: 3 clusters Score -2.491659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 184525 members 
Entering Unmasked Estep 
Score: -24916594.000000 Penalty: 6017.803711
	Iteration 53Q: 3 clusters Score -2.491659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 184527 members 
Entering Unmasked Estep 
Score: -24916602.000000 Penalty: 6017.803711
	Iteration 54Q: 3 clusters Score -2.49166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 184527 members 
Entering Unmasked Estep 
Score: -24916600.000000 Penalty: 6017.803711
	Iteration 55Q: 3 clusters Score -2.49166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 184532 members 
Entering Unmasked Estep 
Score: -24916594.000000 Penalty: 6017.803711
	Iteration 56Q: 3 clusters Score -2.491659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 184535 members 
Entering Unmasked Estep 
Score: -24916608.000000 Penalty: 6017.803711
	Iteration 57Q: 3 clusters Score -2.491661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 184537 members 
Entering Unmasked Estep 
Score: -24916622.000000 Penalty: 6017.803711
	Iteration 58Q: 3 clusters Score -2.491662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 184537 members 
Entering Unmasked Estep 
Score: -24916622.000000 Penalty: 6017.803711
	Iteration 59F: 3 clusters Score -2.491662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 96667 members 
Mstep: Class 5 contains 11943 members 
Mstep: Class 6 contains 30577 members 
Mstep: Class 7 contains 189879 members 
Mstep: Class 8 contains 39077 members 
Mstep: Class 9 contains 1096 members 
Mstep: Class 10 contains 176049 members 
Mstep: Class 11 contains 118351 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 28798 members 
Mstep: Class 14 contains 1133 members 
Mstep: Class 15 contains 45307 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 18 contains 54626 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 185845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339328.000000 Penalty: 68977.492188
Iteration 79Q: 21 clusters Score -1.443393e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 95748 members 
Mstep: Class 5 contains 11947 members 
Mstep: Class 6 contains 30650 members 
Mstep: Class 7 contains 189888 members 
Mstep: Class 8 contains 39184 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 176181 members 
Mstep: Class 11 contains 118417 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 28865 members 
Mstep: Class 14 contains 1162 members 
Mstep: Class 15 contains 45324 members 
Mstep: Class 16 contains 3636 members 
Mstep: Class 17 contains 887 members 
Mstep: Class 18 contains 54505 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 186340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339296.000000 Penalty: 68977.492188
Iteration 80F: 21 clusters Score -1.443393e+08 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 8482 members 
Mstep: Class 4 contains 94839 members 
Mstep: Class 5 contains 11944 members 
Mstep: Class 6 contains 30706 members 
Mstep: Class 7 contains 189875 members 
Mstep: Class 8 contains 39279 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 176292 members 
Mstep: Class 11 contains 118533 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 28949 members 
Mstep: Class 14 contains 1189 members 
Mstep: Class 15 contains 45356 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 887 members 
Mstep: Class 18 contains 54405 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 186803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339632.000000 Penalty: 68977.492188
Iteration 81Q: 21 clusters Score -1.443396e+08 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 8499 members 
Mstep: Class 4 contains 93940 members 
Mstep: Class 5 contains 11946 members 
Mstep: Class 6 contains 30770 members 
Mstep: Class 7 contains 189852 members 
Mstep: Class 8 contains 39331 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 176394 members 
Mstep: Class 11 contains 118665 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 29020 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 45386 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 54322 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 187285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339520.000000 Penalty: 68977.492188
Iteration 82Q: 21 clusters Score -1.443395e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97301 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 8523 members 
Mstep: Class 4 contains 93057 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 30848 members 
Mstep: Class 7 contains 189838 members 
Mstep: Class 8 contains 39391 members 
Mstep: Class 9 contains 1022 members 
Mstep: Class 10 contains 176494 members 
Mstep: Class 11 contains 118769 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 29084 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 45410 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 54245 members 
Mstep: Class 19 contains 2699 members 
Mstep: Class 20 contains 187744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339616.000000 Penalty: 68977.492188
Iteration 83Q: 21 clusters Score -1.443396e+08 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97332 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 92172 members 
Mstep: Class 5 contains 11960 members 
Mstep: Class 6 contains 30916 members 
Mstep: Class 7 contains 189831 members 
Mstep: Class 8 contains 39429 members 
Mstep: Class 9 contains 994 members 
Mstep: Class 10 contains 176599 members 
Mstep: Class 11 contains 118924 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 29146 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 45435 members 
Mstep: Class 16 contains 3558 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 54176 members 
Mstep: Class 19 contains 2702 members 
Mstep: Class 20 contains 188194 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 21 clusters Score -1.443398e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 2117 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 91250 members 
Mstep: Class 5 contains 11964 members 
Mstep: Class 6 contains 31003 members 
Mstep: Class 7 contains 189804 members 
Mstep: Class 8 contains 39471 members 
Mstep: Class 9 contains 981 members 
Mstep: Class 10 contains 176703 members 
Mstep: Class 11 contains 119097 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 29207 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 45465 members 
Mstep: Class 16 contains 3541 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 54097 members 
Mstep: Class 19 contains 2706 members 
Mstep: Class 20 contains 188657 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 21 clusters Score -1.443395e+08 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97420 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 8613 members 
Mstep: Class 4 contains 90355 members 
Mstep: Class 5 contains 11967 members 
Mstep: Class 6 contains 31085 members 
Mstep: Class 7 contains 189765 members 
Mstep: Class 8 contains 39517 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 176782 members 
Mstep: Class 11 contains 119290 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 29263 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 45487 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 54043 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 189108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339600.000000 Penalty: 68977.492188
Iteration 86Q: 21 clusters Score -1.443396e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 8640 members 
Mstep: Class 4 contains 89450 members 
Mstep: Class 5 contains 11967 members 
Mstep: Class 6 contains 31163 members 
Mstep: Class 7 contains 189732 members 
Mstep: Class 8 contains 39555 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 176860 members 
Mstep: Class 11 contains 119486 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 29306 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45518 members 
Mstep: Class 16 contains 3511 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53985 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 189561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339632.000000 Penalty: 68977.492188
Iteration 87Q: 21 clusters Score -1.443396e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97535 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 88473 members 
Mstep: Class 5 contains 11969 members 
Mstep: Class 6 contains 31245 members 
Mstep: Class 7 contains 189727 members 
Mstep: Class 8 contains 39568 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 176926 members 
Mstep: Class 11 contains 119721 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 29357 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45547 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53893 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 190071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339808.000000 Penalty: 68977.492188
Iteration 88Q: 21 clusters Score -1.443398e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 8726 members 
Mstep: Class 4 contains 87503 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 31326 members 
Mstep: Class 7 contains 189688 members 
Mstep: Class 8 contains 39562 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 177015 members 
Mstep: Class 11 contains 119966 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 29407 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45574 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53805 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 190572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339936.000000 Penalty: 68977.492188
Iteration 89Q: 21 clusters Score -1.443399e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 86554 members 
Mstep: Class 5 contains 11972 members 
Mstep: Class 6 contains 31410 members 
Mstep: Class 7 contains 189652 members 
Mstep: Class 8 contains 39565 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 177112 members 
Mstep: Class 11 contains 120242 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 29450 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45604 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53719 members 
Mstep: Class 19 contains 2713 members 
Mstep: Class 20 contains 190977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340016.000000 Penalty: 68977.492188
Iteration 90Q: 21 clusters Score -1.4434e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 85575 members 
Mstep: Class 5 contains 11983 members 
Mstep: Class 6 contains 31503 members 
Mstep: Class 7 contains 189602 members 
Mstep: Class 8 contains 39558 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 177199 members 
Mstep: Class 11 contains 120520 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45623 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53670 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 20 contains 191443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340112.000000 Penalty: 68977.492188
Iteration 91Q: 21 clusters Score -1.443401e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 2125 members 
Mstep: Class 3 contains 8795 members 
Mstep: Class 4 contains 84602 members 
Mstep: Class 5 contains 11984 members 
Mstep: Class 6 contains 31592 members 
Mstep: Class 7 contains 189539 members 
Mstep: Class 8 contains 39561 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 177260 members 
Mstep: Class 11 contains 120850 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 29534 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45644 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53606 members 
Mstep: Class 19 contains 2716 members 
Mstep: Class 20 contains 191927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339872.000000 Penalty: 68977.492188
Iteration 92Q: 21 clusters Score -1.443399e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 2129 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 83630 members 
Mstep: Class 5 contains 11980 members 
Mstep: Class 6 contains 31657 members 
Mstep: Class 7 contains 189486 members 
Mstep: Class 8 contains 39570 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 177304 members 
Mstep: Class 11 contains 121183 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 29580 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45670 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53540 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 192401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340160.000000 Penalty: 68977.492188
Iteration 93Q: 21 clusters Score -1.443402e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97963 members 
Mstep: Class 2 contains 2132 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 82685 members 
Mstep: Class 5 contains 11978 members 
Mstep: Class 6 contains 31708 members 
Mstep: Class 7 contains 189455 members 
Mstep: Class 8 contains 39561 members 
Mstep: Class 9 contains 974 members 
Mstep: Class 10 contains 177319 members 
Mstep: Class 11 contains 121556 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 29617 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45699 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53478 members 
Mstep: Class 19 contains 2719 members 
Mstep: Class 20 contains 192837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340400.000000 Penalty: 68977.492188
Iteration 94Q: 21 clusters Score -1.443404e+08 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 2132 members 
Mstep: Class 3 contains 8870 members 
Mstep: Class 4 contains 81733 members 
Mstep: Class 5 contains 11977 members 
Mstep: Class 6 contains 31768 members 
Mstep: Class 7 contains 189411 members 
Mstep: Class 8 contains 39529 members 
Mstep: Class 9 contains 974 members 
Mstep: Class 10 contains 177319 members 
Mstep: Class 11 contains 121998 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 29648 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45720 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53439 members 
Mstep: Class 19 contains 2720 members 
Mstep: Class 20 contains 193258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340832.000000 Penalty: 68977.492188
Iteration 95Q: 21 clusters Score -1.443408e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 8901 members 
Mstep: Class 4 contains 80715 members 
Mstep: Class 5 contains 11986 members 
Mstep: Class 6 contains 31842 members 
Mstep: Class 7 contains 189382 members 
Mstep: Class 8 contains 39503 members 
Mstep: Class 9 contains 975 members 
Mstep: Class 10 contains 177333 members 
Mstep: Class 11 contains 122530 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 29672 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45739 members 
Mstep: Class 16 contains 3490 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53396 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 193624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340240.000000 Penalty: 68977.492188
Iteration 96Q: 21 clusters Score -1.443402e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98137 members 
Mstep: Class 2 contains 2135 members 
Mstep: Class 3 contains 8947 members 
Mstep: Class 4 contains 79630 members 
Mstep: Class 5 contains 11978 members 
Mstep: Class 6 contains 31910 members 
Mstep: Class 7 contains 189343 members 
Mstep: Class 8 contains 39511 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 177374 members 
Mstep: Class 11 contains 123094 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 29713 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45778 members 
Mstep: Class 16 contains 3492 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53354 members 
Mstep: Class 19 contains 2723 members 
Mstep: Class 20 contains 193926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340672.000000 Penalty: 68977.492188
Iteration 97Q: 21 clusters Score -1.443407e+08 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 2136 members 
Mstep: Class 3 contains 8989 members 
Mstep: Class 4 contains 78430 members 
Mstep: Class 5 contains 11981 members 
Mstep: Class 6 contains 31984 members 
Mstep: Class 7 contains 189319 members 
Mstep: Class 8 contains 39510 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 177412 members 
Mstep: Class 11 contains 123753 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 29764 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45794 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53306 members 
Mstep: Class 19 contains 2723 members 
Mstep: Class 20 contains 194250 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -1.443406e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98266 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 77203 members 
Mstep: Class 5 contains 11980 members 
Mstep: Class 6 contains 32049 members 
Mstep: Class 7 contains 189321 members 
Mstep: Class 8 contains 39513 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 177461 members 
Mstep: Class 11 contains 124440 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 29813 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45799 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53297 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 194501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340784.000000 Penalty: 68977.492188
Iteration 99Q: 21 clusters Score -1.443408e+08 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98288 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 9082 members 
Mstep: Class 4 contains 75982 members 
Mstep: Class 5 contains 11974 members 
Mstep: Class 6 contains 32101 members 
Mstep: Class 7 contains 189303 members 
Mstep: Class 8 contains 39525 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 177480 members 
Mstep: Class 11 contains 125181 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 29865 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 45814 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53275 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 194803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340928.000000 Penalty: 68977.492188
Iteration 100F: 21 clusters Score -1.443409e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 2139 members 
Mstep: Class 3 contains 9139 members 
Mstep: Class 4 contains 74768 members 
Mstep: Class 5 contains 11972 members 
Mstep: Class 6 contains 32151 members 
Mstep: Class 7 contains 189286 members 
Mstep: Class 8 contains 39543 members 
Mstep: Class 9 contains 969 members 
Mstep: Class 10 contains 177489 members 
Mstep: Class 11 contains 125932 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 29916 members 
Mstep: Class 14 contains 1291 members 
Mstep: Class 15 contains 45830 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53253 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 195082 members 
Entering Unmasked Estep 
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Iteration 101Q: 21 clusters Score -1.443412e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 9196 members 
Mstep: Class 4 contains 73613 members 
Mstep: Class 5 contains 11970 members 
Mstep: Class 6 contains 32210 members 
Mstep: Class 7 contains 189224 members 
Mstep: Class 8 contains 39552 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 177499 members 
Mstep: Class 11 contains 126711 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 29951 members 
Mstep: Class 14 contains 1294 members 
Mstep: Class 15 contains 45868 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53216 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 195310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340912.000000 Penalty: 68977.492188
Iteration 102Q: 21 clusters Score -1.443409e+08 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98372 members 
Mstep: Class 2 contains 2136 members 
Mstep: Class 3 contains 9231 members 
Mstep: Class 4 contains 72422 members 
Mstep: Class 5 contains 11971 members 
Mstep: Class 6 contains 32264 members 
Mstep: Class 7 contains 189210 members 
Mstep: Class 8 contains 39564 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 10 contains 177485 members 
Mstep: Class 11 contains 127541 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 29983 members 
Mstep: Class 14 contains 1295 members 
Mstep: Class 15 contains 45901 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53193 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 195520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341408.000000 Penalty: 68977.492188
Iteration 103Q: 21 clusters Score -1.443414e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 2137 members 
Mstep: Class 3 contains 9271 members 
Mstep: Class 4 contains 71225 members 
Mstep: Class 5 contains 11969 members 
Mstep: Class 6 contains 32316 members 
Mstep: Class 7 contains 189200 members 
Mstep: Class 8 contains 39576 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 177455 members 
Mstep: Class 11 contains 128407 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 30002 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 45927 members 
Mstep: Class 16 contains 3527 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53177 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 195742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341760.000000 Penalty: 68977.492188
Iteration 104Q: 21 clusters Score -1.443418e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 2139 members 
Mstep: Class 3 contains 9294 members 
Mstep: Class 4 contains 69985 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 32384 members 
Mstep: Class 7 contains 189164 members 
Mstep: Class 8 contains 39567 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 177397 members 
Mstep: Class 11 contains 129366 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 30020 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 45942 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53187 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 20 contains 195976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341440.000000 Penalty: 68977.492188
Iteration 105Q: 21 clusters Score -1.443414e+08 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98383 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 68836 members 
Mstep: Class 5 contains 11974 members 
Mstep: Class 6 contains 32419 members 
Mstep: Class 7 contains 189043 members 
Mstep: Class 8 contains 39533 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 177324 members 
Mstep: Class 11 contains 130413 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 30035 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 45941 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53209 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 196206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341488.000000 Penalty: 68977.492188
Iteration 106Q: 21 clusters Score -1.443415e+08 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98357 members 
Mstep: Class 2 contains 2140 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 67771 members 
Mstep: Class 5 contains 11979 members 
Mstep: Class 6 contains 32451 members 
Mstep: Class 7 contains 188871 members 
Mstep: Class 8 contains 39511 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 177254 members 
Mstep: Class 11 contains 131535 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 30051 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 45960 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53218 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 196327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341744.000000 Penalty: 68977.492188
Iteration 107Q: 21 clusters Score -1.443417e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 2140 members 
Mstep: Class 3 contains 9362 members 
Mstep: Class 4 contains 66720 members 
Mstep: Class 5 contains 11986 members 
Mstep: Class 6 contains 32459 members 
Mstep: Class 7 contains 188702 members 
Mstep: Class 8 contains 39467 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 177207 members 
Mstep: Class 11 contains 132761 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 30064 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 45972 members 
Mstep: Class 16 contains 3544 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53208 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 196376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341696.000000 Penalty: 68977.492188
Iteration 108Q: 21 clusters Score -1.443417e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98335 members 
Mstep: Class 2 contains 2142 members 
Mstep: Class 3 contains 9376 members 
Mstep: Class 4 contains 65733 members 
Mstep: Class 5 contains 11991 members 
Mstep: Class 6 contains 32456 members 
Mstep: Class 7 contains 188519 members 
Mstep: Class 8 contains 39409 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 10 contains 177108 members 
Mstep: Class 11 contains 134045 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 30071 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 45992 members 
Mstep: Class 16 contains 3555 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53205 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 196360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342064.000000 Penalty: 68977.492188
Iteration 109Q: 21 clusters Score -1.443421e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 9385 members 
Mstep: Class 4 contains 64815 members 
Mstep: Class 5 contains 11996 members 
Mstep: Class 6 contains 32470 members 
Mstep: Class 7 contains 188290 members 
Mstep: Class 8 contains 39360 members 
Mstep: Class 9 contains 964 members 
Mstep: Class 10 contains 177017 members 
Mstep: Class 11 contains 135406 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 30060 members 
Mstep: Class 14 contains 1297 members 
Mstep: Class 15 contains 46019 members 
Mstep: Class 16 contains 3565 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53213 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 196257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342032.000000 Penalty: 68977.492188
Iteration 110Q: 21 clusters Score -1.44342e+08 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 9403 members 
Mstep: Class 4 contains 63903 members 
Mstep: Class 5 contains 12000 members 
Mstep: Class 6 contains 32459 members 
Mstep: Class 7 contains 188062 members 
Mstep: Class 8 contains 39298 members 
Mstep: Class 9 contains 964 members 
Mstep: Class 10 contains 176957 members 
Mstep: Class 11 contains 136858 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 30046 members 
Mstep: Class 14 contains 1298 members 
Mstep: Class 15 contains 46044 members 
Mstep: Class 16 contains 3568 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53210 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 196097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342400.000000 Penalty: 68977.492188
Iteration 111Q: 21 clusters Score -1.443424e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 9403 members 
Mstep: Class 4 contains 63035 members 
Mstep: Class 5 contains 11995 members 
Mstep: Class 6 contains 32439 members 
Mstep: Class 7 contains 187787 members 
Mstep: Class 8 contains 39227 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 176902 members 
Mstep: Class 11 contains 138464 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 29999 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 46051 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53203 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 195907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342240.000000 Penalty: 68977.492188
Iteration 112Q: 21 clusters Score -1.443422e+08 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 9417 members 
Mstep: Class 4 contains 62210 members 
Mstep: Class 5 contains 11996 members 
Mstep: Class 6 contains 32402 members 
Mstep: Class 7 contains 187509 members 
Mstep: Class 8 contains 39140 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 176841 members 
Mstep: Class 11 contains 140153 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 29955 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 46067 members 
Mstep: Class 16 contains 3589 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53159 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 195655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342448.000000 Penalty: 68977.492188
Iteration 113Q: 21 clusters Score -1.443424e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97927 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 9416 members 
Mstep: Class 4 contains 61335 members 
Mstep: Class 5 contains 11997 members 
Mstep: Class 6 contains 32377 members 
Mstep: Class 7 contains 187262 members 
Mstep: Class 8 contains 39057 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 176770 members 
Mstep: Class 11 contains 141934 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 29902 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 46092 members 
Mstep: Class 16 contains 3600 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53123 members 
Mstep: Class 19 contains 2764 members 
Mstep: Class 20 contains 195349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342912.000000 Penalty: 68977.492188
Iteration 114Q: 21 clusters Score -1.443429e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97797 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 9423 members 
Mstep: Class 4 contains 60522 members 
Mstep: Class 5 contains 12002 members 
Mstep: Class 6 contains 32344 members 
Mstep: Class 7 contains 186961 members 
Mstep: Class 8 contains 38942 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 176659 members 
Mstep: Class 11 contains 143919 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 29836 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 46107 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53064 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 20 contains 194943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342944.000000 Penalty: 68977.492188
Iteration 115Q: 21 clusters Score -1.443429e+08 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 2134 members 
Mstep: Class 3 contains 9428 members 
Mstep: Class 4 contains 59763 members 
Mstep: Class 5 contains 12002 members 
Mstep: Class 6 contains 32306 members 
Mstep: Class 7 contains 186533 members 
Mstep: Class 8 contains 38789 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 176524 members 
Mstep: Class 11 contains 146159 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 29783 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 46127 members 
Mstep: Class 16 contains 3645 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 53003 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 194395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342960.000000 Penalty: 68977.492188
Iteration 116Q: 21 clusters Score -1.44343e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97575 members 
Mstep: Class 2 contains 2133 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 59038 members 
Mstep: Class 5 contains 12001 members 
Mstep: Class 6 contains 32256 members 
Mstep: Class 7 contains 185996 members 
Mstep: Class 8 contains 38605 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 176408 members 
Mstep: Class 11 contains 148638 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 29715 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 46126 members 
Mstep: Class 16 contains 3669 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 52961 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 193699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144343136.000000 Penalty: 68977.492188
Iteration 117Q: 21 clusters Score -1.443431e+08 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 9449 members 
Mstep: Class 4 contains 58394 members 
Mstep: Class 5 contains 12005 members 
Mstep: Class 6 contains 32178 members 
Mstep: Class 7 contains 185446 members 
Mstep: Class 8 contains 38374 members 
Mstep: Class 9 contains 964 members 
Mstep: Class 10 contains 176293 members 
Mstep: Class 11 contains 151266 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 29627 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 46143 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 52904 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 192881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144343328.000000 Penalty: 68977.492188
Iteration 118Q: 21 clusters Score -1.443433e+08 nChanged 4613
Entering ConstructFrom: 
Score: -144343328.000000 Penalty: 68977.492188
Entering ConstructFrom: 
Trying to split cluster 1 (97329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Entering Unmasked Estep 
Score: -13031443.000000 Penalty: 2848.491455
	Iteration 0F: 2 clusters Score -1.303144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -12966075.000000 Penalty: 5696.982910
	Iteration 0F: 3 clusters Score -1.296608e+07 nChanged 46158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -12992946.000000 Penalty: 5696.982910
	Iteration 1F: 3 clusters Score -1.299295e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -12994891.000000 Penalty: 5696.982910
	Iteration 2Q: 3 clusters Score -1.299489e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -12998247.000000 Penalty: 5696.982910
	Iteration 3F: 3 clusters Score -1.299825e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 68512 members 
Entering Unmasked Estep 
Score: -13004163.000000 Penalty: 5696.982910
	Iteration 4F: 3 clusters Score -1.300416e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -13011902.000000 Penalty: 5696.982910
	Iteration 5F: 3 clusters Score -1.30119e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -13019128.000000 Penalty: 5696.982910
	Iteration 6F: 3 clusters Score -1.301913e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -13023672.000000 Penalty: 5696.982910
	Iteration 7F: 3 clusters Score -1.302367e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -13026191.000000 Penalty: 5696.982910
	Iteration 8Q: 3 clusters Score -1.302619e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -13027475.000000 Penalty: 5696.982910
	Iteration 9Q: 3 clusters Score -1.302748e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 92169 members 
Entering Unmasked Estep 
Score: -13028172.000000 Penalty: 5696.982910
	Iteration 10Q: 3 clusters Score -1.302817e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 92530 members 
Entering Unmasked Estep 
Score: -13028609.000000 Penalty: 5696.982910
	Iteration 11Q: 3 clusters Score -1.302861e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 92799 members 
Entering Unmasked Estep 
Score: -13028845.000000 Penalty: 5696.982910
	Iteration 12Q: 3 clusters Score -1.302884e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 93022 members 
Entering Unmasked Estep 
Score: -13028995.000000 Penalty: 5696.982910
	Iteration 13Q: 3 clusters Score -1.3029e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -13029089.000000 Penalty: 5696.982910
	Iteration 14Q: 3 clusters Score -1.302909e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -13029127.000000 Penalty: 5696.982910
	Iteration 15Q: 3 clusters Score -1.302913e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -13029157.000000 Penalty: 5696.982910
	Iteration 16Q: 3 clusters Score -1.302916e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -13029198.000000 Penalty: 5696.982910
	Iteration 17Q: 3 clusters Score -1.30292e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -13029237.000000 Penalty: 5696.982910
	Iteration 18Q: 3 clusters Score -1.302924e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -13029267.000000 Penalty: 5696.982910
	Iteration 19Q: 3 clusters Score -1.302927e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 93873 members 
Entering Unmasked Estep 
Score: -13029267.000000 Penalty: 5696.982910
	Iteration 20F: 3 clusters Score -1.302927e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -13029291.000000 Penalty: 5696.982910
	Iteration 21Q: 3 clusters Score -1.302929e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -13029317.000000 Penalty: 5696.982910
	Iteration 22Q: 3 clusters Score -1.302932e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 94080 members 
Entering Unmasked Estep 
Score: -13029315.000000 Penalty: 5696.982910
	Iteration 23Q: 3 clusters Score -1.302932e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -13029339.000000 Penalty: 5696.982910
	Iteration 24Q: 3 clusters Score -1.302934e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 94191 members 
Entering Unmasked Estep 
Score: -13029338.000000 Penalty: 5696.982910
	Iteration 25Q: 3 clusters Score -1.302934e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 94252 members 
Entering Unmasked Estep 
Score: -13029347.000000 Penalty: 5696.982910
	Iteration 26Q: 3 clusters Score -1.302935e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -13029370.000000 Penalty: 5696.982910
	Iteration 27Q: 3 clusters Score -1.302937e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -13029405.000000 Penalty: 5696.982910
	Iteration 28Q: 3 clusters Score -1.30294e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -13029413.000000 Penalty: 5696.982910
	Iteration 29Q: 3 clusters Score -1.302941e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 94430 members 
Entering Unmasked Estep 
Score: -13029425.000000 Penalty: 5696.982910
	Iteration 30Q: 3 clusters Score -1.302942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 94449 members 
Entering Unmasked Estep 
Score: -13029446.000000 Penalty: 5696.982910
	Iteration 31Q: 3 clusters Score -1.302945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -13029439.000000 Penalty: 5696.982910
	Iteration 32Q: 3 clusters Score -1.302944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -13029438.000000 Penalty: 5696.982910
	Iteration 33Q: 3 clusters Score -1.302944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -13029448.000000 Penalty: 5696.982910
	Iteration 34Q: 3 clusters Score -1.302945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 94514 members 
Entering Unmasked Estep 
Score: -13029447.000000 Penalty: 5696.982910
	Iteration 35Q: 3 clusters Score -1.302945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -13029455.000000 Penalty: 5696.982910
	Iteration 36Q: 3 clusters Score -1.302946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 94537 members 
Entering Unmasked Estep 
Score: -13029445.000000 Penalty: 5696.982910
	Iteration 37Q: 3 clusters Score -1.302944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 94549 members 
Entering Unmasked Estep 
Score: -13029453.000000 Penalty: 5696.982910
	Iteration 38Q: 3 clusters Score -1.302945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -13029455.000000 Penalty: 5696.982910
	Iteration 39Q: 3 clusters Score -1.302946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -13029446.000000 Penalty: 5696.982910
	Iteration 40F: 3 clusters Score -1.302945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 94564 members 
Entering Unmasked Estep 
Score: -13029441.000000 Penalty: 5696.982910
	Iteration 41Q: 3 clusters Score -1.302944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 94569 members 
Entering Unmasked Estep 
Score: -13029451.000000 Penalty: 5696.982910
	Iteration 42Q: 3 clusters Score -1.302945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -13029449.000000 Penalty: 5696.982910
	Iteration 43Q: 3 clusters Score -1.302945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -13029458.000000 Penalty: 5696.982910
	Iteration 44Q: 3 clusters Score -1.302946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 94579 members 
Entering Unmasked Estep 
Score: -13029451.000000 Penalty: 5696.982910
	Iteration 45Q: 3 clusters Score -1.302945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -13029456.000000 Penalty: 5696.982910
	Iteration 46Q: 3 clusters Score -1.302946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -13029454.000000 Penalty: 5696.982910
	Iteration 47Q: 3 clusters Score -1.302945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -13029454.000000 Penalty: 5696.982910
	Iteration 48F: 3 clusters Score -1.302945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -277696.906250 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -277696.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -275023.093750 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -275023.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -275524.000000 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -275524 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -275660.468750 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -275660.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -275750.375000 Penalty: 3801.515869
	Iteration 3Q: 3 clusters Score -275750.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -275811.375000 Penalty: 3801.515869
	Iteration 4Q: 3 clusters Score -275811.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -275862.718750 Penalty: 3801.515869
	Iteration 5Q: 3 clusters Score -275862.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -275897.031250 Penalty: 3801.515869
	Iteration 6Q: 3 clusters Score -275897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -275921.468750 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -275921.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -275953.562500 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -275953.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -275973.437500 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -275973.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -275987.000000 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -275987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -275998.125000 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -275998.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -276008.250000 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -276008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -276015.250000 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -276015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -276021.843750 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -276021.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -276034.343750 Penalty: 3801.515869
	Iteration 15Q: 3 clusters Score -276034.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -276049.062500 Penalty: 3801.515869
	Iteration 16Q: 3 clusters Score -276049.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -276060.187500 Penalty: 3801.515869
	Iteration 17Q: 3 clusters Score -276060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -276069.281250 Penalty: 3801.515869
	Iteration 18Q: 3 clusters Score -276069.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -276079.312500 Penalty: 3801.515869
	Iteration 19Q: 3 clusters Score -276079.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276086.968750 Penalty: 3801.515869
	Iteration 20F: 3 clusters Score -276087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -276092.875000 Penalty: 3801.515869
	Iteration 21Q: 3 clusters Score -276092.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -276097.687500 Penalty: 3801.515869
	Iteration 22Q: 3 clusters Score -276097.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -276102.937500 Penalty: 3801.515869
	Iteration 23Q: 3 clusters Score -276102.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -276111.062500 Penalty: 3801.515869
	Iteration 24Q: 3 clusters Score -276111.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -276127.906250 Penalty: 3801.515869
	Iteration 25Q: 3 clusters Score -276127.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -276135.531250 Penalty: 3801.515869
	Iteration 26Q: 3 clusters Score -276135.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -276140.718750 Penalty: 3801.515869
	Iteration 27Q: 3 clusters Score -276140.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -276148.000000 Penalty: 3801.515869
	Iteration 28Q: 3 clusters Score -276148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -276149.312500 Penalty: 3801.515869
	Iteration 29Q: 3 clusters Score -276149.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -276152.687500 Penalty: 3801.515869
	Iteration 30Q: 3 clusters Score -276152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -276154.437500 Penalty: 3801.515869
	Iteration 31Q: 3 clusters Score -276154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -276156.656250 Penalty: 3801.515869
	Iteration 32Q: 3 clusters Score -276156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -276159.062500 Penalty: 3801.515869
	Iteration 33Q: 3 clusters Score -276159.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -276161.218750 Penalty: 3801.515869
	Iteration 34Q: 3 clusters Score -276161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -276165.000000 Penalty: 3801.515869
	Iteration 35Q: 3 clusters Score -276165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -276168.656250 Penalty: 3801.515869
	Iteration 36Q: 3 clusters Score -276168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -276176.156250 Penalty: 3801.515869
	Iteration 37Q: 3 clusters Score -276176.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276183.468750 Penalty: 3801.515869
	Iteration 38Q: 3 clusters Score -276183.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -276195.875000 Penalty: 3801.515869
	Iteration 39Q: 3 clusters Score -276195.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -276204.187500 Penalty: 3801.515869
	Iteration 40F: 3 clusters Score -276204.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -276215.656250 Penalty: 3801.515869
	Iteration 41Q: 3 clusters Score -276215.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -276235.031250 Penalty: 3801.515869
	Iteration 42Q: 3 clusters Score -276235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -276253.093750 Penalty: 3801.515869
	Iteration 43Q: 3 clusters Score -276253.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -276275.343750 Penalty: 3801.515869
	Iteration 44Q: 3 clusters Score -276275.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -276297.218750 Penalty: 3801.515869
	Iteration 45Q: 3 clusters Score -276297.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -276314.625000 Penalty: 3801.515869
	Iteration 46Q: 3 clusters Score -276314.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -276339.250000 Penalty: 3801.515869
	Iteration 47Q: 3 clusters Score -276339.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -276371.406250 Penalty: 3801.515869
	Iteration 48Q: 3 clusters Score -276371.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -276400.750000 Penalty: 3801.515869
	Iteration 49Q: 3 clusters Score -276400.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -276438.000000 Penalty: 3801.515869
	Iteration 50Q: 3 clusters Score -276438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -276467.343750 Penalty: 3801.515869
	Iteration 51Q: 3 clusters Score -276467.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -276498.406250 Penalty: 3801.515869
	Iteration 52Q: 3 clusters Score -276498.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -276518.968750 Penalty: 3801.515869
	Iteration 53Q: 3 clusters Score -276519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -276538.500000 Penalty: 3801.515869
	Iteration 54Q: 3 clusters Score -276538.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -276556.968750 Penalty: 3801.515869
	Iteration 55Q: 3 clusters Score -276557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -276569.812500 Penalty: 3801.515869
	Iteration 56Q: 3 clusters Score -276569.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -276587.406250 Penalty: 3801.515869
	Iteration 57Q: 3 clusters Score -276587.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -276610.468750 Penalty: 3801.515869
	Iteration 58Q: 3 clusters Score -276610.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -276635.656250 Penalty: 3801.515869
	Iteration 59Q: 3 clusters Score -276635.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -276663.250000 Penalty: 3801.515869
	Iteration 60F: 3 clusters Score -276663.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -276693.937500 Penalty: 3801.515869
	Iteration 61Q: 3 clusters Score -276693.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -276715.968750 Penalty: 3801.515869
	Iteration 62Q: 3 clusters Score -276716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -276737.156250 Penalty: 3801.515869
	Iteration 63Q: 3 clusters Score -276737.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -276762.531250 Penalty: 3801.515869
	Iteration 64Q: 3 clusters Score -276762.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -276788.250000 Penalty: 3801.515869
	Iteration 65Q: 3 clusters Score -276788.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -276807.187500 Penalty: 3801.515869
	Iteration 66Q: 3 clusters Score -276807.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -276816.000000 Penalty: 3801.515869
	Iteration 67Q: 3 clusters Score -276816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -276824.593750 Penalty: 3801.515869
	Iteration 68Q: 3 clusters Score -276824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -276826.812500 Penalty: 3801.515869
	Iteration 69Q: 3 clusters Score -276826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -276831.250000 Penalty: 3801.515869
	Iteration 70Q: 3 clusters Score -276831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -276833.312500 Penalty: 3801.515869
	Iteration 71Q: 3 clusters Score -276833.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -276833.312500 Penalty: 3801.515869
	Iteration 72F: 3 clusters Score -276833.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Entering Unmasked Estep 
Score: -1268961.375000 Penalty: 2269.977539
	Iteration 0F: 2 clusters Score -1268961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1261649.750000 Penalty: 4539.955078
	Iteration 0F: 3 clusters Score -1261650 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1263800.125000 Penalty: 4539.955078
	Iteration 1F: 3 clusters Score -1263800 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1264198.500000 Penalty: 4539.955078
	Iteration 2F: 3 clusters Score -1264198 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1264551.750000 Penalty: 4539.955078
	Iteration 3F: 3 clusters Score -1264552 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1265027.000000 Penalty: 4539.955078
	Iteration 4F: 3 clusters Score -1265027 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1265624.000000 Penalty: 4539.955078
	Iteration 5F: 3 clusters Score -1265624 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1266165.375000 Penalty: 4539.955078
	Iteration 6F: 3 clusters Score -1266165 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1266557.000000 Penalty: 4539.955078
	Iteration 7F: 3 clusters Score -1266557 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1266876.125000 Penalty: 4539.955078
	Iteration 8Q: 3 clusters Score -1266876 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1267067.875000 Penalty: 4539.955078
	Iteration 9Q: 3 clusters Score -1267068 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1267192.375000 Penalty: 4539.955078
	Iteration 10Q: 3 clusters Score -1267192 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1267292.500000 Penalty: 4539.955078
	Iteration 11Q: 3 clusters Score -1267292 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1267354.250000 Penalty: 4539.955078
	Iteration 12Q: 3 clusters Score -1267354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1267400.375000 Penalty: 4539.955078
	Iteration 13Q: 3 clusters Score -1267400 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1267431.000000 Penalty: 4539.955078
	Iteration 14Q: 3 clusters Score -1267431 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1267453.500000 Penalty: 4539.955078
	Iteration 15Q: 3 clusters Score -1267454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1267470.000000 Penalty: 4539.955078
	Iteration 16Q: 3 clusters Score -1267470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1267483.750000 Penalty: 4539.955078
	Iteration 17Q: 3 clusters Score -1267484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1267493.125000 Penalty: 4539.955078
	Iteration 18Q: 3 clusters Score -1267493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1267502.750000 Penalty: 4539.955078
	Iteration 19Q: 3 clusters Score -1267503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1267518.375000 Penalty: 4539.955078
	Iteration 20F: 3 clusters Score -1267518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1267525.750000 Penalty: 4539.955078
	Iteration 21Q: 3 clusters Score -1267526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1267533.875000 Penalty: 4539.955078
	Iteration 22Q: 3 clusters Score -1267534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1267542.875000 Penalty: 4539.955078
	Iteration 23Q: 3 clusters Score -1267543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1267552.625000 Penalty: 4539.955078
	Iteration 24Q: 3 clusters Score -1267553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1267563.125000 Penalty: 4539.955078
	Iteration 25Q: 3 clusters Score -1267563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1267575.750000 Penalty: 4539.955078
	Iteration 26Q: 3 clusters Score -1267576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1267582.125000 Penalty: 4539.955078
	Iteration 27Q: 3 clusters Score -1267582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1267589.750000 Penalty: 4539.955078
	Iteration 28Q: 3 clusters Score -1267590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1267595.375000 Penalty: 4539.955078
	Iteration 29Q: 3 clusters Score -1267595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1267602.000000 Penalty: 4539.955078
	Iteration 30Q: 3 clusters Score -1267602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1267608.125000 Penalty: 4539.955078
	Iteration 31Q: 3 clusters Score -1267608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1267610.250000 Penalty: 4539.955078
	Iteration 32Q: 3 clusters Score -1267610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1267621.250000 Penalty: 4539.955078
	Iteration 33Q: 3 clusters Score -1267621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1267625.750000 Penalty: 4539.955078
	Iteration 34Q: 3 clusters Score -1267626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1267636.375000 Penalty: 4539.955078
	Iteration 35Q: 3 clusters Score -1267636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1267641.000000 Penalty: 4539.955078
	Iteration 36Q: 3 clusters Score -1267641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1267646.750000 Penalty: 4539.955078
	Iteration 37Q: 3 clusters Score -1267647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1267655.875000 Penalty: 4539.955078
	Iteration 38Q: 3 clusters Score -1267656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1267661.750000 Penalty: 4539.955078
	Iteration 39Q: 3 clusters Score -1267662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1267667.250000 Penalty: 4539.955078
	Iteration 40F: 3 clusters Score -1267667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1267672.250000 Penalty: 4539.955078
	Iteration 41Q: 3 clusters Score -1267672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1267675.750000 Penalty: 4539.955078
	Iteration 42Q: 3 clusters Score -1267676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1267678.000000 Penalty: 4539.955078
	Iteration 43Q: 3 clusters Score -1267678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1267676.375000 Penalty: 4539.955078
	Iteration 44Q: 3 clusters Score -1267676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1267676.375000 Penalty: 4539.955078
	Iteration 45F: 3 clusters Score -1267676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Entering Unmasked Estep 
Score: -7796668.000000 Penalty: 2718.986084
	Iteration 0F: 2 clusters Score -7796668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -7757940.000000 Penalty: 5437.972168
	Iteration 0F: 3 clusters Score -7757940 nChanged 26839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -7773118.500000 Penalty: 5437.972168
	Iteration 1F: 3 clusters Score -7773118 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -7773777.000000 Penalty: 5437.972168
	Iteration 2Q: 3 clusters Score -7773777 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -7774411.500000 Penalty: 5437.972168
	Iteration 3Q: 3 clusters Score -7774412 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -7775206.500000 Penalty: 5437.972168
	Iteration 4Q: 3 clusters Score -7775206 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -7776099.000000 Penalty: 5437.972168
	Iteration 5Q: 3 clusters Score -7776099 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -7777354.500000 Penalty: 5437.972168
	Iteration 6Q: 3 clusters Score -7777354 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -7778957.000000 Penalty: 5437.972168
	Iteration 7Q: 3 clusters Score -7778957 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -7780787.000000 Penalty: 5437.972168
	Iteration 8F: 3 clusters Score -7780787 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -7782818.500000 Penalty: 5437.972168
	Iteration 9F: 3 clusters Score -7782818 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -7784833.500000 Penalty: 5437.972168
	Iteration 10F: 3 clusters Score -7784834 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -7786213.000000 Penalty: 5437.972168
	Iteration 11Q: 3 clusters Score -7786213 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -7786970.500000 Penalty: 5437.972168
	Iteration 12Q: 3 clusters Score -7786970 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -7787417.000000 Penalty: 5437.972168
	Iteration 13Q: 3 clusters Score -7787417 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -7787689.500000 Penalty: 5437.972168
	Iteration 14Q: 3 clusters Score -7787690 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -7787888.500000 Penalty: 5437.972168
	Iteration 15Q: 3 clusters Score -7787888 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -7787993.000000 Penalty: 5437.972168
	Iteration 16Q: 3 clusters Score -7787993 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -7788166.500000 Penalty: 5437.972168
	Iteration 17Q: 3 clusters Score -7788166 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -7788381.500000 Penalty: 5437.972168
	Iteration 18Q: 3 clusters Score -7788382 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -7788514.000000 Penalty: 5437.972168
	Iteration 19Q: 3 clusters Score -7788514 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -7788682.000000 Penalty: 5437.972168
	Iteration 20F: 3 clusters Score -7788682 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -7788856.000000 Penalty: 5437.972168
	Iteration 21Q: 3 clusters Score -7788856 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -7789014.000000 Penalty: 5437.972168
	Iteration 22Q: 3 clusters Score -7789014 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -7789209.000000 Penalty: 5437.972168
	Iteration 23Q: 3 clusters Score -7789209 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -7789355.500000 Penalty: 5437.972168
	Iteration 24Q: 3 clusters Score -7789356 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -7789492.500000 Penalty: 5437.972168
	Iteration 25Q: 3 clusters Score -7789492 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -7789640.500000 Penalty: 5437.972168
	Iteration 26Q: 3 clusters Score -7789640 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -7789738.500000 Penalty: 5437.972168
	Iteration 27Q: 3 clusters Score -7789738 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -7789868.000000 Penalty: 5437.972168
	Iteration 28Q: 3 clusters Score -7789868 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -7789934.000000 Penalty: 5437.972168
	Iteration 29Q: 3 clusters Score -7789934 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -7790008.000000 Penalty: 5437.972168
	Iteration 30Q: 3 clusters Score -7790008 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -7790096.500000 Penalty: 5437.972168
	Iteration 31Q: 3 clusters Score -7790096 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -7790208.000000 Penalty: 5437.972168
	Iteration 32Q: 3 clusters Score -7790208 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7790297.000000 Penalty: 5437.972168
	Iteration 33Q: 3 clusters Score -7790297 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -7790392.000000 Penalty: 5437.972168
	Iteration 34Q: 3 clusters Score -7790392 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -7790489.500000 Penalty: 5437.972168
	Iteration 35Q: 3 clusters Score -7790490 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -7790609.000000 Penalty: 5437.972168
	Iteration 36Q: 3 clusters Score -7790609 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -7790715.500000 Penalty: 5437.972168
	Iteration 37Q: 3 clusters Score -7790716 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -7790852.500000 Penalty: 5437.972168
	Iteration 38Q: 3 clusters Score -7790852 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -7790915.500000 Penalty: 5437.972168
	Iteration 39Q: 3 clusters Score -7790916 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -7791057.000000 Penalty: 5437.972168
	Iteration 40F: 3 clusters Score -7791057 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -7791176.000000 Penalty: 5437.972168
	Iteration 41Q: 3 clusters Score -7791176 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -7791322.500000 Penalty: 5437.972168
	Iteration 42Q: 3 clusters Score -7791322 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -7791437.500000 Penalty: 5437.972168
	Iteration 43Q: 3 clusters Score -7791438 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -7791554.000000 Penalty: 5437.972168
	Iteration 44Q: 3 clusters Score -7791554 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -7791662.500000 Penalty: 5437.972168
	Iteration 45Q: 3 clusters Score -7791662 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -7791809.000000 Penalty: 5437.972168
	Iteration 46Q: 3 clusters Score -7791809 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -7791925.000000 Penalty: 5437.972168
	Iteration 47Q: 3 clusters Score -7791925 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -7792038.500000 Penalty: 5437.972168
	Iteration 48Q: 3 clusters Score -7792038 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -7792151.000000 Penalty: 5437.972168
	Iteration 49Q: 3 clusters Score -7792151 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -7792254.000000 Penalty: 5437.972168
	Iteration 50Q: 3 clusters Score -7792254 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -7792389.000000 Penalty: 5437.972168
	Iteration 51Q: 3 clusters Score -7792389 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -7792530.000000 Penalty: 5437.972168
	Iteration 52Q: 3 clusters Score -7792530 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -7792645.000000 Penalty: 5437.972168
	Iteration 53Q: 3 clusters Score -7792645 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -7792727.000000 Penalty: 5437.972168
	Iteration 54Q: 3 clusters Score -7792727 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -7792839.000000 Penalty: 5437.972168
	Iteration 55Q: 3 clusters Score -7792839 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -7792963.500000 Penalty: 5437.972168
	Iteration 56Q: 3 clusters Score -7792964 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -7793067.000000 Penalty: 5437.972168
	Iteration 57Q: 3 clusters Score -7793067 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -7793179.500000 Penalty: 5437.972168
	Iteration 58Q: 3 clusters Score -7793180 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -7793281.000000 Penalty: 5437.972168
	Iteration 59Q: 3 clusters Score -7793281 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -7793360.500000 Penalty: 5437.972168
	Iteration 60F: 3 clusters Score -7793360 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -7793479.000000 Penalty: 5437.972168
	Iteration 61Q: 3 clusters Score -7793479 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -7793511.500000 Penalty: 5437.972168
	Iteration 62Q: 3 clusters Score -7793512 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -7793585.500000 Penalty: 5437.972168
	Iteration 63Q: 3 clusters Score -7793586 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -7793678.000000 Penalty: 5437.972168
	Iteration 64Q: 3 clusters Score -7793678 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -7793763.000000 Penalty: 5437.972168
	Iteration 65Q: 3 clusters Score -7793763 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -7793841.500000 Penalty: 5437.972168
	Iteration 66Q: 3 clusters Score -7793842 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -7793899.500000 Penalty: 5437.972168
	Iteration 67Q: 3 clusters Score -7793900 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -7793944.500000 Penalty: 5437.972168
	Iteration 68Q: 3 clusters Score -7793944 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -7794007.000000 Penalty: 5437.972168
	Iteration 69Q: 3 clusters Score -7794007 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -7794050.000000 Penalty: 5437.972168
	Iteration 70Q: 3 clusters Score -7794050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -7794111.500000 Penalty: 5437.972168
	Iteration 71Q: 3 clusters Score -7794112 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -7794131.000000 Penalty: 5437.972168
	Iteration 72Q: 3 clusters Score -7794131 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -7794172.000000 Penalty: 5437.972168
	Iteration 73Q: 3 clusters Score -7794172 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -7794208.500000 Penalty: 5437.972168
	Iteration 74Q: 3 clusters Score -7794208 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -7794227.500000 Penalty: 5437.972168
	Iteration 75Q: 3 clusters Score -7794228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -7794237.500000 Penalty: 5437.972168
	Iteration 76Q: 3 clusters Score -7794238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -7794251.500000 Penalty: 5437.972168
	Iteration 77Q: 3 clusters Score -7794252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -7794268.500000 Penalty: 5437.972168
	Iteration 78Q: 3 clusters Score -7794268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -7794287.000000 Penalty: 5437.972168
	Iteration 79Q: 3 clusters Score -7794287 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -7794290.000000 Penalty: 5437.972168
	Iteration 80F: 3 clusters Score -7794290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -7794321.000000 Penalty: 5437.972168
	Iteration 81Q: 3 clusters Score -7794321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -7794323.000000 Penalty: 5437.972168
	Iteration 82Q: 3 clusters Score -7794323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -7794354.500000 Penalty: 5437.972168
	Iteration 83Q: 3 clusters Score -7794354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -7794357.000000 Penalty: 5437.972168
	Iteration 84Q: 3 clusters Score -7794357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -7794386.500000 Penalty: 5437.972168
	Iteration 85Q: 3 clusters Score -7794386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -7794423.500000 Penalty: 5437.972168
	Iteration 86Q: 3 clusters Score -7794424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -7794436.000000 Penalty: 5437.972168
	Iteration 87Q: 3 clusters Score -7794436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -7794433.500000 Penalty: 5437.972168
	Iteration 88Q: 3 clusters Score -7794434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -7794434.500000 Penalty: 5437.972168
	Iteration 89Q: 3 clusters Score -7794434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -7794441.000000 Penalty: 5437.972168
	Iteration 90Q: 3 clusters Score -7794441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -7794443.000000 Penalty: 5437.972168
	Iteration 91Q: 3 clusters Score -7794443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -7794441.500000 Penalty: 5437.972168
	Iteration 92Q: 3 clusters Score -7794442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -7794458.000000 Penalty: 5437.972168
	Iteration 93Q: 3 clusters Score -7794458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -7794466.000000 Penalty: 5437.972168
	Iteration 94Q: 3 clusters Score -7794466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -7794475.000000 Penalty: 5437.972168
	Iteration 95Q: 3 clusters Score -7794475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -7794494.000000 Penalty: 5437.972168
	Iteration 96Q: 3 clusters Score -7794494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -7794488.000000 Penalty: 5437.972168
	Iteration 97Q: 3 clusters Score -7794488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -7794501.500000 Penalty: 5437.972168
	Iteration 98Q: 3 clusters Score -7794502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -7794506.500000 Penalty: 5437.972168
	Iteration 99Q: 3 clusters Score -7794506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -7794497.000000 Penalty: 5437.972168
	Iteration 100F: 3 clusters Score -7794497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -7794504.000000 Penalty: 5437.972168
	Iteration 101Q: 3 clusters Score -7794504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -7794509.500000 Penalty: 5437.972168
	Iteration 102Q: 3 clusters Score -7794510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -7794507.000000 Penalty: 5437.972168
	Iteration 103Q: 3 clusters Score -7794507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -7794510.500000 Penalty: 5437.972168
	Iteration 104Q: 3 clusters Score -7794510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -7794514.000000 Penalty: 5437.972168
	Iteration 105Q: 3 clusters Score -7794514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -7794517.000000 Penalty: 5437.972168
	Iteration 106Q: 3 clusters Score -7794517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -7794515.000000 Penalty: 5437.972168
	Iteration 107Q: 3 clusters Score -7794515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -7794513.000000 Penalty: 5437.972168
	Iteration 108Q: 3 clusters Score -7794513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -7794517.500000 Penalty: 5437.972168
	Iteration 109Q: 3 clusters Score -7794518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -7794523.000000 Penalty: 5437.972168
	Iteration 110Q: 3 clusters Score -7794523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -7794530.500000 Penalty: 5437.972168
	Iteration 111Q: 3 clusters Score -7794530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -7794531.000000 Penalty: 5437.972168
	Iteration 112Q: 3 clusters Score -7794531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -7794531.000000 Penalty: 5437.972168
	Iteration 113F: 3 clusters Score -7794531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Entering Unmasked Estep 
Score: -1520190.750000 Penalty: 2329.442139
	Iteration 0F: 2 clusters Score -1520191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1511299.750000 Penalty: 4658.884277
	Iteration 0F: 3 clusters Score -1511300 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1514579.125000 Penalty: 4658.884277
	Iteration 1F: 3 clusters Score -1514579 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1515335.500000 Penalty: 4658.884277
	Iteration 2F: 3 clusters Score -1515336 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1516096.250000 Penalty: 4658.884277
	Iteration 3F: 3 clusters Score -1516096 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1516711.375000 Penalty: 4658.884277
	Iteration 4F: 3 clusters Score -1516711 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1517153.375000 Penalty: 4658.884277
	Iteration 5F: 3 clusters Score -1517153 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1517467.000000 Penalty: 4658.884277
	Iteration 6Q: 3 clusters Score -1517467 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1517767.000000 Penalty: 4658.884277
	Iteration 7Q: 3 clusters Score -1517767 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1518027.000000 Penalty: 4658.884277
	Iteration 8Q: 3 clusters Score -1518027 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1518261.000000 Penalty: 4658.884277
	Iteration 9Q: 3 clusters Score -1518261 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1518493.500000 Penalty: 4658.884277
	Iteration 10Q: 3 clusters Score -1518494 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1518744.000000 Penalty: 4658.884277
	Iteration 11Q: 3 clusters Score -1518744 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1519006.250000 Penalty: 4658.884277
	Iteration 12Q: 3 clusters Score -1519006 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1519244.125000 Penalty: 4658.884277
	Iteration 13Q: 3 clusters Score -1519244 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1519483.875000 Penalty: 4658.884277
	Iteration 14Q: 3 clusters Score -1519484 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1519677.500000 Penalty: 4658.884277
	Iteration 15Q: 3 clusters Score -1519678 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1519819.125000 Penalty: 4658.884277
	Iteration 16Q: 3 clusters Score -1519819 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1519956.500000 Penalty: 4658.884277
	Iteration 17Q: 3 clusters Score -1519956 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1520082.000000 Penalty: 4658.884277
	Iteration 18Q: 3 clusters Score -1520082 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1520185.125000 Penalty: 4658.884277
	Iteration 19Q: 3 clusters Score -1520185 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1520294.125000 Penalty: 4658.884277
	Iteration 20F: 3 clusters Score -1520294 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1520378.625000 Penalty: 4658.884277
	Iteration 21Q: 3 clusters Score -1520379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1520435.000000 Penalty: 4658.884277
	Iteration 22Q: 3 clusters Score -1520435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1520462.875000 Penalty: 4658.884277
	Iteration 23Q: 3 clusters Score -1520463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1520478.000000 Penalty: 4658.884277
	Iteration 24Q: 3 clusters Score -1520478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1520490.375000 Penalty: 4658.884277
	Iteration 25Q: 3 clusters Score -1520490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1520491.750000 Penalty: 4658.884277
	Iteration 26Q: 3 clusters Score -1520492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1520496.375000 Penalty: 4658.884277
	Iteration 27Q: 3 clusters Score -1520496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1520496.375000 Penalty: 4658.884277
	Iteration 28F: 3 clusters Score -1520496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 57737 members 
Mstep: Class 5 contains 844 members 
Mstep: Class 6 contains 32087 members 
Mstep: Class 7 contains 184772 members 
Mstep: Class 8 contains 38101 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 176154 members 
Mstep: Class 11 contains 154173 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 29541 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 46172 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 52862 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 192006 members 
Mstep: Class 21 contains 11159 members 
Entering Unmasked Estep 
Score: -144342160.000000 Penalty: 72426.367188
Splitting cluster 5 changes total score from -144343328.000000 to -144342160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (32087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Entering Unmasked Estep 
Score: -4357881.000000 Penalty: 2573.299072
	Iteration 0F: 2 clusters Score -4357881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4335929.500000 Penalty: 5146.598145
	Iteration 0F: 3 clusters Score -4335930 nChanged 14465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -4343657.000000 Penalty: 5146.598145
	Iteration 1F: 3 clusters Score -4343657 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4344099.000000 Penalty: 5146.598145
	Iteration 2Q: 3 clusters Score -4344099 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4344428.000000 Penalty: 5146.598145
	Iteration 3Q: 3 clusters Score -4344428 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4344705.500000 Penalty: 5146.598145
	Iteration 4Q: 3 clusters Score -4344706 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4344971.500000 Penalty: 5146.598145
	Iteration 5Q: 3 clusters Score -4344972 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -4345187.000000 Penalty: 5146.598145
	Iteration 6Q: 3 clusters Score -4345187 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4345479.000000 Penalty: 5146.598145
	Iteration 7Q: 3 clusters Score -4345479 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4345822.000000 Penalty: 5146.598145
	Iteration 8Q: 3 clusters Score -4345822 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4346341.000000 Penalty: 5146.598145
	Iteration 9Q: 3 clusters Score -4346341 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -4347115.000000 Penalty: 5146.598145
	Iteration 10Q: 3 clusters Score -4347115 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4348295.000000 Penalty: 5146.598145
	Iteration 11F: 3 clusters Score -4348295 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -4349862.500000 Penalty: 5146.598145
	Iteration 12F: 3 clusters Score -4349862 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -4351582.000000 Penalty: 5146.598145
	Iteration 13F: 3 clusters Score -4351582 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -4353155.000000 Penalty: 5146.598145
	Iteration 14F: 3 clusters Score -4353155 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -4354105.500000 Penalty: 5146.598145
	Iteration 15Q: 3 clusters Score -4354106 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -4354642.000000 Penalty: 5146.598145
	Iteration 16Q: 3 clusters Score -4354642 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4355022.500000 Penalty: 5146.598145
	Iteration 17Q: 3 clusters Score -4355022 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -4355216.500000 Penalty: 5146.598145
	Iteration 18Q: 3 clusters Score -4355216 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4355348.500000 Penalty: 5146.598145
	Iteration 19Q: 3 clusters Score -4355348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4355457.500000 Penalty: 5146.598145
	Iteration 20F: 3 clusters Score -4355458 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -4355521.000000 Penalty: 5146.598145
	Iteration 21Q: 3 clusters Score -4355521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4355589.000000 Penalty: 5146.598145
	Iteration 22Q: 3 clusters Score -4355589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4355621.000000 Penalty: 5146.598145
	Iteration 23Q: 3 clusters Score -4355621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4355630.500000 Penalty: 5146.598145
	Iteration 24Q: 3 clusters Score -4355630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -4355643.000000 Penalty: 5146.598145
	Iteration 25Q: 3 clusters Score -4355643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -4355646.000000 Penalty: 5146.598145
	Iteration 26Q: 3 clusters Score -4355646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -4355638.500000 Penalty: 5146.598145
	Iteration 27Q: 3 clusters Score -4355638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -4355647.500000 Penalty: 5146.598145
	Iteration 28Q: 3 clusters Score -4355648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4355653.000000 Penalty: 5146.598145
	Iteration 29Q: 3 clusters Score -4355653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4355652.500000 Penalty: 5146.598145
	Iteration 30Q: 3 clusters Score -4355652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4355664.000000 Penalty: 5146.598145
	Iteration 31Q: 3 clusters Score -4355664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4355666.000000 Penalty: 5146.598145
	Iteration 32Q: 3 clusters Score -4355666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4355674.000000 Penalty: 5146.598145
	Iteration 33Q: 3 clusters Score -4355674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4355682.500000 Penalty: 5146.598145
	Iteration 34Q: 3 clusters Score -4355682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4355688.500000 Penalty: 5146.598145
	Iteration 35Q: 3 clusters Score -4355688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4355694.500000 Penalty: 5146.598145
	Iteration 36Q: 3 clusters Score -4355694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4355697.000000 Penalty: 5146.598145
	Iteration 37Q: 3 clusters Score -4355697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4355696.000000 Penalty: 5146.598145
	Iteration 38Q: 3 clusters Score -4355696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4355701.500000 Penalty: 5146.598145
	Iteration 39Q: 3 clusters Score -4355702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4355702.500000 Penalty: 5146.598145
	Iteration 40F: 3 clusters Score -4355702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4355699.000000 Penalty: 5146.598145
	Iteration 41Q: 3 clusters Score -4355699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4355700.000000 Penalty: 5146.598145
	Iteration 42Q: 3 clusters Score -4355700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4355701.000000 Penalty: 5146.598145
	Iteration 43Q: 3 clusters Score -4355701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -4355701.500000 Penalty: 5146.598145
	Iteration 44Q: 3 clusters Score -4355702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4355706.500000 Penalty: 5146.598145
	Iteration 45Q: 3 clusters Score -4355706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4355706.500000 Penalty: 5146.598145
	Iteration 46F: 3 clusters Score -4355706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (184772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184772 members 
Entering Unmasked Estep 
Score: -24720350.000000 Penalty: 3007.465576
	Iteration 0F: 2 clusters Score -2.472035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -24601740.000000 Penalty: 6014.931152
	Iteration 0F: 3 clusters Score -2.460174e+07 nChanged 88798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -24653722.000000 Penalty: 6014.931152
	Iteration 1F: 3 clusters Score -2.465372e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 83626 members 
Entering Unmasked Estep 
Score: -24655046.000000 Penalty: 6014.931152
	Iteration 2Q: 3 clusters Score -2.465505e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -24656754.000000 Penalty: 6014.931152
	Iteration 3Q: 3 clusters Score -2.465675e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113796 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -24659914.000000 Penalty: 6014.931152
	Iteration 4Q: 3 clusters Score -2.465991e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125192 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -24666496.000000 Penalty: 6014.931152
	Iteration 5F: 3 clusters Score -2.46665e+07 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140886 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -24678950.000000 Penalty: 6014.931152
	Iteration 6F: 3 clusters Score -2.467895e+07 nChanged 18176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159062 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -24696216.000000 Penalty: 6014.931152
	Iteration 7F: 3 clusters Score -2.469622e+07 nChanged 15134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174194 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -24709660.000000 Penalty: 6014.931152
	Iteration 8F: 3 clusters Score -2.470966e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181572 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -24715164.000000 Penalty: 6014.931152
	Iteration 9Q: 3 clusters Score -2.471516e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183831 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -24716866.000000 Penalty: 6014.931152
	Iteration 10Q: 3 clusters Score -2.471687e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184379 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -24717328.000000 Penalty: 6014.931152
	Iteration 11Q: 3 clusters Score -2.471733e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184503 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24717546.000000 Penalty: 6014.931152
	Iteration 12Q: 3 clusters Score -2.471755e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184537 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24717590.000000 Penalty: 6014.931152
	Iteration 13Q: 3 clusters Score -2.471759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184554 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24717638.000000 Penalty: 6014.931152
	Iteration 14Q: 3 clusters Score -2.471764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184560 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24717644.000000 Penalty: 6014.931152
	Iteration 15Q: 3 clusters Score -2.471764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184565 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24717680.000000 Penalty: 6014.931152
	Iteration 16Q: 3 clusters Score -2.471768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184566 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24717664.000000 Penalty: 6014.931152
	Iteration 17Q: 3 clusters Score -2.471766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184568 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24717666.000000 Penalty: 6014.931152
	Iteration 18Q: 3 clusters Score -2.471767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184568 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24717666.000000 Penalty: 6014.931152
	Iteration 19F: 3 clusters Score -2.471767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Entering Unmasked Estep 
Score: -5177037.500000 Penalty: 2615.902832
	Iteration 0F: 2 clusters Score -5177038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -5151237.500000 Penalty: 5231.805664
	Iteration 0F: 3 clusters Score -5151238 nChanged 17390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -5160654.500000 Penalty: 5231.805664
	Iteration 1F: 3 clusters Score -5160654 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5161198.500000 Penalty: 5231.805664
	Iteration 2Q: 3 clusters Score -5161198 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -5161874.500000 Penalty: 5231.805664
	Iteration 3Q: 3 clusters Score -5161874 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -5162621.000000 Penalty: 5231.805664
	Iteration 4Q: 3 clusters Score -5162621 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -5163479.000000 Penalty: 5231.805664
	Iteration 5Q: 3 clusters Score -5163479 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -5164490.500000 Penalty: 5231.805664
	Iteration 6F: 3 clusters Score -5164490 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -5165615.000000 Penalty: 5231.805664
	Iteration 7F: 3 clusters Score -5165615 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -5166851.000000 Penalty: 5231.805664
	Iteration 8F: 3 clusters Score -5166851 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -5168277.500000 Penalty: 5231.805664
	Iteration 9F: 3 clusters Score -5168278 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -5169710.500000 Penalty: 5231.805664
	Iteration 10F: 3 clusters Score -5169710 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -5170969.500000 Penalty: 5231.805664
	Iteration 11F: 3 clusters Score -5170970 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -5171554.500000 Penalty: 5231.805664
	Iteration 12Q: 3 clusters Score -5171554 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -5171797.000000 Penalty: 5231.805664
	Iteration 13Q: 3 clusters Score -5171797 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -5171920.500000 Penalty: 5231.805664
	Iteration 14Q: 3 clusters Score -5171920 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -5171979.000000 Penalty: 5231.805664
	Iteration 15Q: 3 clusters Score -5171979 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -5172022.500000 Penalty: 5231.805664
	Iteration 16Q: 3 clusters Score -5172022 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5172069.500000 Penalty: 5231.805664
	Iteration 17Q: 3 clusters Score -5172070 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -5172114.500000 Penalty: 5231.805664
	Iteration 18Q: 3 clusters Score -5172114 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -5172158.500000 Penalty: 5231.805664
	Iteration 19Q: 3 clusters Score -5172158 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -5172187.000000 Penalty: 5231.805664
	Iteration 20F: 3 clusters Score -5172187 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -5172222.500000 Penalty: 5231.805664
	Iteration 21Q: 3 clusters Score -5172222 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -5172249.000000 Penalty: 5231.805664
	Iteration 22Q: 3 clusters Score -5172249 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5172287 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -5172327.000000 Penalty: 5231.805664
	Iteration 24Q: 3 clusters Score -5172327 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -5172379.000000 Penalty: 5231.805664
	Iteration 25Q: 3 clusters Score -5172379 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5172420 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -5172468.500000 Penalty: 5231.805664
	Iteration 27Q: 3 clusters Score -5172468 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -5172489.500000 Penalty: 5231.805664
	Iteration 28Q: 3 clusters Score -5172490 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -5172531.500000 Penalty: 5231.805664
	Iteration 29Q: 3 clusters Score -5172532 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -5172576.000000 Penalty: 5231.805664
	Iteration 30Q: 3 clusters Score -5172576 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -5172626.000000 Penalty: 5231.805664
	Iteration 31Q: 3 clusters Score -5172626 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -5172686.000000 Penalty: 5231.805664
	Iteration 32Q: 3 clusters Score -5172686 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -5172731.500000 Penalty: 5231.805664
	Iteration 33Q: 3 clusters Score -5172732 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -5172767.500000 Penalty: 5231.805664
	Iteration 34Q: 3 clusters Score -5172768 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -5172834.000000 Penalty: 5231.805664
	Iteration 35Q: 3 clusters Score -5172834 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -5172896.000000 Penalty: 5231.805664
	Iteration 36Q: 3 clusters Score -5172896 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5172931.500000 Penalty: 5231.805664
	Iteration 37Q: 3 clusters Score -5172932 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5172950.500000 Penalty: 5231.805664
	Iteration 38Q: 3 clusters Score -5172950 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -5173006.000000 Penalty: 5231.805664
	Iteration 39Q: 3 clusters Score -5173006 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -5173060.500000 Penalty: 5231.805664
	Iteration 40F: 3 clusters Score -5173060 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5173096 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -5173120.000000 Penalty: 5231.805664
	Iteration 42Q: 3 clusters Score -5173120 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -5173190.000000 Penalty: 5231.805664
	Iteration 43Q: 3 clusters Score -5173190 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -5173264.000000 Penalty: 5231.805664
	Iteration 44Q: 3 clusters Score -5173264 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -5173335.500000 Penalty: 5231.805664
	Iteration 45Q: 3 clusters Score -5173336 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -5173411.000000 Penalty: 5231.805664
	Iteration 46Q: 3 clusters Score -5173411 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -5173483.500000 Penalty: 5231.805664
	Iteration 47Q: 3 clusters Score -5173484 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -5173557.000000 Penalty: 5231.805664
	Iteration 48Q: 3 clusters Score -5173557 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -5173624.500000 Penalty: 5231.805664
	Iteration 49Q: 3 clusters Score -5173624 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -5173701.500000 Penalty: 5231.805664
	Iteration 50Q: 3 clusters Score -5173702 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5173780 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -5173858.500000 Penalty: 5231.805664
	Iteration 52Q: 3 clusters Score -5173858 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5173937 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -5174017.000000 Penalty: 5231.805664
	Iteration 54Q: 3 clusters Score -5174017 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5174094 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -5174140.500000 Penalty: 5231.805664
	Iteration 56Q: 3 clusters Score -5174140 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -5174209.500000 Penalty: 5231.805664
	Iteration 57Q: 3 clusters Score -5174210 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -5174267.500000 Penalty: 5231.805664
	Iteration 58Q: 3 clusters Score -5174268 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -5174349.500000 Penalty: 5231.805664
	Iteration 59Q: 3 clusters Score -5174350 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -5174389.500000 Penalty: 5231.805664
	Iteration 60F: 3 clusters Score -5174390 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -5174431.500000 Penalty: 5231.805664
	Iteration 61Q: 3 clusters Score -5174432 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -5174479.500000 Penalty: 5231.805664
	Iteration 62Q: 3 clusters Score -5174480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -5174500.500000 Penalty: 5231.805664
	Iteration 63Q: 3 clusters Score -5174500 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -5174524.500000 Penalty: 5231.805664
	Iteration 64Q: 3 clusters Score -5174524 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -5174544.000000 Penalty: 5231.805664
	Iteration 65Q: 3 clusters Score -5174544 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -5174564.500000 Penalty: 5231.805664
	Iteration 66Q: 3 clusters Score -5174564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -5174587.000000 Penalty: 5231.805664
	Iteration 67Q: 3 clusters Score -5174587 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -5174611.000000 Penalty: 5231.805664
	Iteration 68Q: 3 clusters Score -5174611 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -5174629.500000 Penalty: 5231.805664
	Iteration 69Q: 3 clusters Score -5174630 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -5174647.500000 Penalty: 5231.805664
	Iteration 70Q: 3 clusters Score -5174648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -5174668.500000 Penalty: 5231.805664
	Iteration 71Q: 3 clusters Score -5174668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5174688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -5174702.500000 Penalty: 5231.805664
	Iteration 73Q: 3 clusters Score -5174702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -5174718.000000 Penalty: 5231.805664
	Iteration 74Q: 3 clusters Score -5174718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -5174724.000000 Penalty: 5231.805664
	Iteration 75Q: 3 clusters Score -5174724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -5174741.000000 Penalty: 5231.805664
	Iteration 76Q: 3 clusters Score -5174741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -5174746.000000 Penalty: 5231.805664
	Iteration 77Q: 3 clusters Score -5174746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -5174752.000000 Penalty: 5231.805664
	Iteration 78Q: 3 clusters Score -5174752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -5174752.500000 Penalty: 5231.805664
	Iteration 79Q: 3 clusters Score -5174752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -5174757.500000 Penalty: 5231.805664
	Iteration 80F: 3 clusters Score -5174758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -5174765.500000 Penalty: 5231.805664
	Iteration 81Q: 3 clusters Score -5174766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5174764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -5174764.500000 Penalty: 5231.805664
	Iteration 83Q: 3 clusters Score -5174764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -5174764.500000 Penalty: 5231.805664
	Iteration 84Q: 3 clusters Score -5174764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -5174756.000000 Penalty: 5231.805664
	Iteration 85Q: 3 clusters Score -5174756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -5174766.500000 Penalty: 5231.805664
	Iteration 86Q: 3 clusters Score -5174766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -5174771.500000 Penalty: 5231.805664
	Iteration 87Q: 3 clusters Score -5174772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -5174774.000000 Penalty: 5231.805664
	Iteration 88Q: 3 clusters Score -5174774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5174772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5174772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -5174769.000000 Penalty: 5231.805664
	Iteration 91Q: 3 clusters Score -5174769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -5174777.000000 Penalty: 5231.805664
	Iteration 92Q: 3 clusters Score -5174777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5174778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -5174782.000000 Penalty: 5231.805664
	Iteration 94Q: 3 clusters Score -5174782 nChanged 14
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Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5174780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -5174782.500000 Penalty: 5231.805664
	Iteration 96Q: 3 clusters Score -5174782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -5174776.000000 Penalty: 5231.805664
	Iteration 97Q: 3 clusters Score -5174776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -5174784.500000 Penalty: 5231.805664
	Iteration 98Q: 3 clusters Score -5174784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -5174791.500000 Penalty: 5231.805664
	Iteration 99Q: 3 clusters Score -5174792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -5174789.500000 Penalty: 5231.805664
	Iteration 100F: 3 clusters Score -5174790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -5174795.000000 Penalty: 5231.805664
	Iteration 101Q: 3 clusters Score -5174795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -5174800.500000 Penalty: 5231.805664
	Iteration 102Q: 3 clusters Score -5174800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -5174791.000000 Penalty: 5231.805664
	Iteration 103Q: 3 clusters Score -5174791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5174795 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5174794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -5174800.000000 Penalty: 5231.805664
	Iteration 106Q: 3 clusters Score -5174800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -5174794.500000 Penalty: 5231.805664
	Iteration 107Q: 3 clusters Score -5174794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -5174803.000000 Penalty: 5231.805664
	Iteration 108Q: 3 clusters Score -5174803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -5174798.000000 Penalty: 5231.805664
	Iteration 109Q: 3 clusters Score -5174798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -5174799.000000 Penalty: 5231.805664
	Iteration 110Q: 3 clusters Score -5174799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -5174797.000000 Penalty: 5231.805664
	Iteration 111Q: 3 clusters Score -5174797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -5174797.000000 Penalty: 5231.805664
	Iteration 112F: 3 clusters Score -5174797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -109267.546875 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -109267.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -107461.179688 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -107461.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -108371.734375 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -108371.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -109067.250000 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -109067.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -109369.046875 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -109369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -109507.171875 Penalty: 3407.546387
	Iteration 4Q: 3 clusters Score -109507.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -109611.921875 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -109611.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -109790.523438 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -109790.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -110015.210938 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -110015.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110191.578125 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -110191.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -110355.570312 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -110355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -110401.257812 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -110401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -110408.437500 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -110408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -110423.773438 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -110423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -110428.734375 Penalty: 3407.546387
	Iteration 13Q: 3 clusters Score -110428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -110452.812500 Penalty: 3407.546387
	Iteration 14F: 3 clusters Score -110452.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -110521.031250 Penalty: 3407.546387
	Iteration 15Q: 3 clusters Score -110521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -110572.921875 Penalty: 3407.546387
	Iteration 16Q: 3 clusters Score -110572.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -110622.445312 Penalty: 3407.546387
	Iteration 17Q: 3 clusters Score -110622.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -110664.984375 Penalty: 3407.546387
	Iteration 18Q: 3 clusters Score -110665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -110766.820312 Penalty: 3407.546387
	Iteration 19Q: 3 clusters Score -110766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110865.710938 Penalty: 3407.546387
	Iteration 20F: 3 clusters Score -110865.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -111018.804688 Penalty: 3407.546387
	Iteration 21Q: 3 clusters Score -111018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -111027.140625 Penalty: 3407.546387
	Iteration 22Q: 3 clusters Score -111027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -111035.250000 Penalty: 3407.546387
	Iteration 23Q: 3 clusters Score -111035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -111045.906250 Penalty: 3407.546387
	Iteration 24Q: 3 clusters Score -111045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -111056.132812 Penalty: 3407.546387
	Iteration 25Q: 3 clusters Score -111056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -111060.718750 Penalty: 3407.546387
	Iteration 26Q: 3 clusters Score -111060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -111062.585938 Penalty: 3407.546387
	Iteration 27Q: 3 clusters Score -111062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -111064.101562 Penalty: 3407.546387
	Iteration 28Q: 3 clusters Score -111064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -111065.023438 Penalty: 3407.546387
	Iteration 29Q: 3 clusters Score -111065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -111065.023438 Penalty: 3407.546387
	Iteration 30F: 3 clusters Score -111065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 57737 members 
Mstep: Class 5 contains 12003 members 
Mstep: Class 6 contains 32087 members 
Mstep: Class 7 contains 184772 members 
Mstep: Class 8 contains 38101 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 176154 members 
Mstep: Class 11 contains 154173 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 29541 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 46172 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 52862 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 192006 members 
Mstep: Class 21 contains 659 members 
Entering Unmasked Estep 
Score: -144343232.000000 Penalty: 72426.367188
Splitting cluster 9 changes total score from -144343328.000000 to -144343232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (176154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176154 members 
Entering Unmasked Estep 
Score: -23752906.000000 Penalty: 2995.620361
	Iteration 0F: 2 clusters Score -2.375291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -23640208.000000 Penalty: 5991.240723
	Iteration 0F: 3 clusters Score -2.364021e+07 nChanged 84557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -23689804.000000 Penalty: 5991.240723
	Iteration 1F: 3 clusters Score -2.36898e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 94370 members 
Entering Unmasked Estep 
Score: -23691900.000000 Penalty: 5991.240723
	Iteration 2Q: 3 clusters Score -2.36919e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -23694954.000000 Penalty: 5991.240723
	Iteration 3Q: 3 clusters Score -2.369495e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -23700162.000000 Penalty: 5991.240723
	Iteration 4F: 3 clusters Score -2.370016e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 113453 members 
Entering Unmasked Estep 
Score: -23707282.000000 Penalty: 5991.240723
	Iteration 5F: 3 clusters Score -2.370728e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 123866 members 
Entering Unmasked Estep 
Score: -23716408.000000 Penalty: 5991.240723
	Iteration 6F: 3 clusters Score -2.371641e+07 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 134656 members 
Entering Unmasked Estep 
Score: -23726230.000000 Penalty: 5991.240723
	Iteration 7F: 3 clusters Score -2.372623e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 144342 members 
Entering Unmasked Estep 
Score: -23735202.000000 Penalty: 5991.240723
	Iteration 8F: 3 clusters Score -2.37352e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -23742240.000000 Penalty: 5991.240723
	Iteration 9Q: 3 clusters Score -2.374224e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -23746544.000000 Penalty: 5991.240723
	Iteration 10Q: 3 clusters Score -2.374654e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 161524 members 
Entering Unmasked Estep 
Score: -23749000.000000 Penalty: 5991.240723
	Iteration 11Q: 3 clusters Score -2.3749e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 164427 members 
Entering Unmasked Estep 
Score: -23750618.000000 Penalty: 5991.240723
	Iteration 12Q: 3 clusters Score -2.375062e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 166670 members 
Entering Unmasked Estep 
Score: -23751410.000000 Penalty: 5991.240723
	Iteration 13Q: 3 clusters Score -2.375141e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 168425 members 
Entering Unmasked Estep 
Score: -23751648.000000 Penalty: 5991.240723
	Iteration 14Q: 3 clusters Score -2.375165e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 169757 members 
Entering Unmasked Estep 
Score: -23751666.000000 Penalty: 5991.240723
	Iteration 15Q: 3 clusters Score -2.375167e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -23751838.000000 Penalty: 5991.240723
	Iteration 16Q: 3 clusters Score -2.375184e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 171600 members 
Entering Unmasked Estep 
Score: -23751806.000000 Penalty: 5991.240723
	Iteration 17Q: 3 clusters Score -2.375181e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 172221 members 
Entering Unmasked Estep 
Score: -23751862.000000 Penalty: 5991.240723
	Iteration 18Q: 3 clusters Score -2.375186e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 172665 members 
Entering Unmasked Estep 
Score: -23751810.000000 Penalty: 5991.240723
	Iteration 19Q: 3 clusters Score -2.375181e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 173014 members 
Entering Unmasked Estep 
Score: -23751748.000000 Penalty: 5991.240723
	Iteration 20F: 3 clusters Score -2.375175e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 173284 members 
Entering Unmasked Estep 
Score: -23751652.000000 Penalty: 5991.240723
	Iteration 21Q: 3 clusters Score -2.375165e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 173498 members 
Entering Unmasked Estep 
Score: -23751596.000000 Penalty: 5991.240723
	Iteration 22Q: 3 clusters Score -2.37516e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 173673 members 
Entering Unmasked Estep 
Score: -23751606.000000 Penalty: 5991.240723
	Iteration 23Q: 3 clusters Score -2.375161e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 173833 members 
Entering Unmasked Estep 
Score: -23751590.000000 Penalty: 5991.240723
	Iteration 24Q: 3 clusters Score -2.375159e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 173964 members 
Entering Unmasked Estep 
Score: -23751562.000000 Penalty: 5991.240723
	Iteration 25Q: 3 clusters Score -2.375156e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 174089 members 
Entering Unmasked Estep 
Score: -23751568.000000 Penalty: 5991.240723
	Iteration 26Q: 3 clusters Score -2.375157e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -23751564.000000 Penalty: 5991.240723
	Iteration 27Q: 3 clusters Score -2.375156e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 174235 members 
Entering Unmasked Estep 
Score: -23751548.000000 Penalty: 5991.240723
	Iteration 28Q: 3 clusters Score -2.375155e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 174299 members 
Entering Unmasked Estep 
Score: -23751504.000000 Penalty: 5991.240723
	Iteration 29Q: 3 clusters Score -2.37515e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 174340 members 
Entering Unmasked Estep 
Score: -23751486.000000 Penalty: 5991.240723
	Iteration 30Q: 3 clusters Score -2.375149e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 174380 members 
Entering Unmasked Estep 
Score: -23751484.000000 Penalty: 5991.240723
	Iteration 31Q: 3 clusters Score -2.375148e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 174413 members 
Entering Unmasked Estep 
Score: -23751460.000000 Penalty: 5991.240723
	Iteration 32Q: 3 clusters Score -2.375146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 174440 members 
Entering Unmasked Estep 
Score: -23751448.000000 Penalty: 5991.240723
	Iteration 33Q: 3 clusters Score -2.375145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 174468 members 
Entering Unmasked Estep 
Score: -23751434.000000 Penalty: 5991.240723
	Iteration 34Q: 3 clusters Score -2.375143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 174486 members 
Entering Unmasked Estep 
Score: -23751460.000000 Penalty: 5991.240723
	Iteration 35Q: 3 clusters Score -2.375146e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 174500 members 
Entering Unmasked Estep 
Score: -23751458.000000 Penalty: 5991.240723
	Iteration 36Q: 3 clusters Score -2.375146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 174518 members 
Entering Unmasked Estep 
Score: -23751438.000000 Penalty: 5991.240723
	Iteration 37Q: 3 clusters Score -2.375144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 174532 members 
Entering Unmasked Estep 
Score: -23751444.000000 Penalty: 5991.240723
	Iteration 38Q: 3 clusters Score -2.375144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 174553 members 
Entering Unmasked Estep 
Score: -23751454.000000 Penalty: 5991.240723
	Iteration 39Q: 3 clusters Score -2.375145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 174567 members 
Entering Unmasked Estep 
Score: -23751454.000000 Penalty: 5991.240723
	Iteration 40F: 3 clusters Score -2.375145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 174574 members 
Entering Unmasked Estep 
Score: -23751450.000000 Penalty: 5991.240723
	Iteration 41Q: 3 clusters Score -2.375145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 174583 members 
Entering Unmasked Estep 
Score: -23751448.000000 Penalty: 5991.240723
	Iteration 42Q: 3 clusters Score -2.375145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 174590 members 
Entering Unmasked Estep 
Score: -23751440.000000 Penalty: 5991.240723
	Iteration 43Q: 3 clusters Score -2.375144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 174595 members 
Entering Unmasked Estep 
Score: -23751438.000000 Penalty: 5991.240723
	Iteration 44Q: 3 clusters Score -2.375144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 174602 members 
Entering Unmasked Estep 
Score: -23751442.000000 Penalty: 5991.240723
	Iteration 45Q: 3 clusters Score -2.375144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 174606 members 
Entering Unmasked Estep 
Score: -23751442.000000 Penalty: 5991.240723
	Iteration 46Q: 3 clusters Score -2.375144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 174610 members 
Entering Unmasked Estep 
Score: -23751450.000000 Penalty: 5991.240723
	Iteration 47Q: 3 clusters Score -2.375145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 174612 members 
Entering Unmasked Estep 
Score: -23751456.000000 Penalty: 5991.240723
	Iteration 48Q: 3 clusters Score -2.375146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -23751466.000000 Penalty: 5991.240723
	Iteration 49Q: 3 clusters Score -2.375147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 174625 members 
Entering Unmasked Estep 
Score: -23751494.000000 Penalty: 5991.240723
	Iteration 50Q: 3 clusters Score -2.375149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 174632 members 
Entering Unmasked Estep 
Score: -23751480.000000 Penalty: 5991.240723
	Iteration 51Q: 3 clusters Score -2.375148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 174639 members 
Entering Unmasked Estep 
Score: -23751472.000000 Penalty: 5991.240723
	Iteration 52Q: 3 clusters Score -2.375147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 174641 members 
Entering Unmasked Estep 
Score: -23751452.000000 Penalty: 5991.240723
	Iteration 53Q: 3 clusters Score -2.375145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -23751464.000000 Penalty: 5991.240723
	Iteration 54Q: 3 clusters Score -2.375146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 174648 members 
Entering Unmasked Estep 
Score: -23751450.000000 Penalty: 5991.240723
	Iteration 55Q: 3 clusters Score -2.375145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 174650 members 
Entering Unmasked Estep 
Score: -23751468.000000 Penalty: 5991.240723
	Iteration 56Q: 3 clusters Score -2.375147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 174655 members 
Entering Unmasked Estep 
Score: -23751450.000000 Penalty: 5991.240723
	Iteration 57Q: 3 clusters Score -2.375145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -23751450.000000 Penalty: 5991.240723
	Iteration 58Q: 3 clusters Score -2.375145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 174664 members 
Entering Unmasked Estep 
Score: -23751434.000000 Penalty: 5991.240723
	Iteration 59Q: 3 clusters Score -2.375143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 174673 members 
Entering Unmasked Estep 
Score: -23751452.000000 Penalty: 5991.240723
	Iteration 60F: 3 clusters Score -2.375145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 174683 members 
Entering Unmasked Estep 
Score: -23751466.000000 Penalty: 5991.240723
	Iteration 61Q: 3 clusters Score -2.375147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 174692 members 
Entering Unmasked Estep 
Score: -23751472.000000 Penalty: 5991.240723
	Iteration 62Q: 3 clusters Score -2.375147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 174697 members 
Entering Unmasked Estep 
Score: -23751472.000000 Penalty: 5991.240723
	Iteration 63Q: 3 clusters Score -2.375147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 174700 members 
Entering Unmasked Estep 
Score: -23751464.000000 Penalty: 5991.240723
	Iteration 64Q: 3 clusters Score -2.375146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 174702 members 
Entering Unmasked Estep 
Score: -23751472.000000 Penalty: 5991.240723
	Iteration 65Q: 3 clusters Score -2.375147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 174704 members 
Entering Unmasked Estep 
Score: -23751474.000000 Penalty: 5991.240723
	Iteration 66Q: 3 clusters Score -2.375147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 174710 members 
Entering Unmasked Estep 
Score: -23751462.000000 Penalty: 5991.240723
	Iteration 67Q: 3 clusters Score -2.375146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 174714 members 
Entering Unmasked Estep 
Score: -23751464.000000 Penalty: 5991.240723
	Iteration 68Q: 3 clusters Score -2.375146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 174721 members 
Entering Unmasked Estep 
Score: -23751476.000000 Penalty: 5991.240723
	Iteration 69Q: 3 clusters Score -2.375148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 174727 members 
Entering Unmasked Estep 
Score: -23751466.000000 Penalty: 5991.240723
	Iteration 70Q: 3 clusters Score -2.375147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 174731 members 
Entering Unmasked Estep 
Score: -23751448.000000 Penalty: 5991.240723
	Iteration 71Q: 3 clusters Score -2.375145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 174736 members 
Entering Unmasked Estep 
Score: -23751450.000000 Penalty: 5991.240723
	Iteration 72Q: 3 clusters Score -2.375145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 174737 members 
Entering Unmasked Estep 
Score: -23751446.000000 Penalty: 5991.240723
	Iteration 73Q: 3 clusters Score -2.375145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 174738 members 
Entering Unmasked Estep 
Score: -23751434.000000 Penalty: 5991.240723
	Iteration 74Q: 3 clusters Score -2.375143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 174739 members 
Entering Unmasked Estep 
Score: -23751430.000000 Penalty: 5991.240723
	Iteration 75Q: 3 clusters Score -2.375143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 174739 members 
Entering Unmasked Estep 
Score: -23751430.000000 Penalty: 5991.240723
	Iteration 76F: 3 clusters Score -2.375143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (154173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154173 members 
Entering Unmasked Estep 
Score: -20736070.000000 Penalty: 2962.565918
	Iteration 0F: 2 clusters Score -2.073607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -20633058.000000 Penalty: 5925.131836
	Iteration 0F: 3 clusters Score -2.063306e+07 nChanged 73861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -20676516.000000 Penalty: 5925.131836
	Iteration 1F: 3 clusters Score -2.067652e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -20677834.000000 Penalty: 5925.131836
	Iteration 2Q: 3 clusters Score -2.067783e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -20679820.000000 Penalty: 5925.131836
	Iteration 3Q: 3 clusters Score -2.067982e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86351 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -20682510.000000 Penalty: 5925.131836
	Iteration 4Q: 3 clusters Score -2.068251e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -20686288.000000 Penalty: 5925.131836
	Iteration 5F: 3 clusters Score -2.068629e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -20692004.000000 Penalty: 5925.131836
	Iteration 6F: 3 clusters Score -2.0692e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -20699664.000000 Penalty: 5925.131836
	Iteration 7F: 3 clusters Score -2.069966e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108311 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -20707968.000000 Penalty: 5925.131836
	Iteration 8F: 3 clusters Score -2.070797e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112733 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -20713796.000000 Penalty: 5925.131836
	Iteration 9F: 3 clusters Score -2.07138e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116005 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -20716934.000000 Penalty: 5925.131836
	Iteration 10Q: 3 clusters Score -2.071693e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118831 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -20718742.000000 Penalty: 5925.131836
	Iteration 11Q: 3 clusters Score -2.071874e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121466 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -20720260.000000 Penalty: 5925.131836
	Iteration 12Q: 3 clusters Score -2.072026e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124008 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -20721712.000000 Penalty: 5925.131836
	Iteration 13Q: 3 clusters Score -2.072171e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126461 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -20723100.000000 Penalty: 5925.131836
	Iteration 14Q: 3 clusters Score -2.07231e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128736 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -20724660.000000 Penalty: 5925.131836
	Iteration 15Q: 3 clusters Score -2.072466e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130784 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -20725884.000000 Penalty: 5925.131836
	Iteration 16Q: 3 clusters Score -2.072588e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132513 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -20727094.000000 Penalty: 5925.131836
	Iteration 17Q: 3 clusters Score -2.072709e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133969 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -20728204.000000 Penalty: 5925.131836
	Iteration 18Q: 3 clusters Score -2.07282e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135215 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -20729190.000000 Penalty: 5925.131836
	Iteration 19Q: 3 clusters Score -2.072919e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136287 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -20729916.000000 Penalty: 5925.131836
	Iteration 20F: 3 clusters Score -2.072992e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137117 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -20730338.000000 Penalty: 5925.131836
	Iteration 21Q: 3 clusters Score -2.073034e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137889 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -20730650.000000 Penalty: 5925.131836
	Iteration 22Q: 3 clusters Score -2.073065e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138604 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -20731002.000000 Penalty: 5925.131836
	Iteration 23Q: 3 clusters Score -2.0731e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139252 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -20731156.000000 Penalty: 5925.131836
	Iteration 24Q: 3 clusters Score -2.073116e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139831 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -20731326.000000 Penalty: 5925.131836
	Iteration 25Q: 3 clusters Score -2.073133e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140347 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -20731534.000000 Penalty: 5925.131836
	Iteration 26Q: 3 clusters Score -2.073153e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140837 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -20731686.000000 Penalty: 5925.131836
	Iteration 27Q: 3 clusters Score -2.073169e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141321 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -20731742.000000 Penalty: 5925.131836
	Iteration 28Q: 3 clusters Score -2.073174e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141756 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -20731832.000000 Penalty: 5925.131836
	Iteration 29Q: 3 clusters Score -2.073183e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142188 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -20731958.000000 Penalty: 5925.131836
	Iteration 30Q: 3 clusters Score -2.073196e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142593 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -20732024.000000 Penalty: 5925.131836
	Iteration 31Q: 3 clusters Score -2.073202e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142959 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -20732044.000000 Penalty: 5925.131836
	Iteration 32Q: 3 clusters Score -2.073204e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143331 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -20732080.000000 Penalty: 5925.131836
	Iteration 33Q: 3 clusters Score -2.073208e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -20732180.000000 Penalty: 5925.131836
	Iteration 34Q: 3 clusters Score -2.073218e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143991 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -20732288.000000 Penalty: 5925.131836
	Iteration 35Q: 3 clusters Score -2.073229e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144331 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -20732340.000000 Penalty: 5925.131836
	Iteration 36Q: 3 clusters Score -2.073234e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144673 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -20732426.000000 Penalty: 5925.131836
	Iteration 37Q: 3 clusters Score -2.073243e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144991 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -20732440.000000 Penalty: 5925.131836
	Iteration 38Q: 3 clusters Score -2.073244e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145317 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -20732432.000000 Penalty: 5925.131836
	Iteration 39Q: 3 clusters Score -2.073243e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145639 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -20732558.000000 Penalty: 5925.131836
	Iteration 40F: 3 clusters Score -2.073256e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145934 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -20732624.000000 Penalty: 5925.131836
	Iteration 41Q: 3 clusters Score -2.073262e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146225 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -20732756.000000 Penalty: 5925.131836
	Iteration 42Q: 3 clusters Score -2.073276e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146506 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -20732822.000000 Penalty: 5925.131836
	Iteration 43Q: 3 clusters Score -2.073282e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146764 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -20732952.000000 Penalty: 5925.131836
	Iteration 44Q: 3 clusters Score -2.073295e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146966 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -20732974.000000 Penalty: 5925.131836
	Iteration 45Q: 3 clusters Score -2.073297e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147164 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -20733016.000000 Penalty: 5925.131836
	Iteration 46Q: 3 clusters Score -2.073302e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147337 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -20733030.000000 Penalty: 5925.131836
	Iteration 47Q: 3 clusters Score -2.073303e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147509 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -20733044.000000 Penalty: 5925.131836
	Iteration 48Q: 3 clusters Score -2.073304e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147667 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -20733014.000000 Penalty: 5925.131836
	Iteration 49Q: 3 clusters Score -2.073301e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147825 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -20733060.000000 Penalty: 5925.131836
	Iteration 50Q: 3 clusters Score -2.073306e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147989 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -20733066.000000 Penalty: 5925.131836
	Iteration 51Q: 3 clusters Score -2.073307e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148133 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -20733132.000000 Penalty: 5925.131836
	Iteration 52Q: 3 clusters Score -2.073313e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148270 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -20733130.000000 Penalty: 5925.131836
	Iteration 53Q: 3 clusters Score -2.073313e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148397 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -20733120.000000 Penalty: 5925.131836
	Iteration 54Q: 3 clusters Score -2.073312e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148510 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -20733136.000000 Penalty: 5925.131836
	Iteration 55Q: 3 clusters Score -2.073314e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148633 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -20733134.000000 Penalty: 5925.131836
	Iteration 56Q: 3 clusters Score -2.073313e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148743 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -20733198.000000 Penalty: 5925.131836
	Iteration 57Q: 3 clusters Score -2.07332e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148862 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -20733234.000000 Penalty: 5925.131836
	Iteration 58Q: 3 clusters Score -2.073323e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148975 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -20733260.000000 Penalty: 5925.131836
	Iteration 59Q: 3 clusters Score -2.073326e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149077 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -20733276.000000 Penalty: 5925.131836
	Iteration 60F: 3 clusters Score -2.073328e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149176 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -20733294.000000 Penalty: 5925.131836
	Iteration 61Q: 3 clusters Score -2.073329e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149275 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -20733330.000000 Penalty: 5925.131836
	Iteration 62Q: 3 clusters Score -2.073333e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149381 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -20733334.000000 Penalty: 5925.131836
	Iteration 63Q: 3 clusters Score -2.073333e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -20733352.000000 Penalty: 5925.131836
	Iteration 64Q: 3 clusters Score -2.073335e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149543 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -20733316.000000 Penalty: 5925.131836
	Iteration 65Q: 3 clusters Score -2.073332e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -20733376.000000 Penalty: 5925.131836
	Iteration 66Q: 3 clusters Score -2.073338e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149695 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -20733394.000000 Penalty: 5925.131836
	Iteration 67Q: 3 clusters Score -2.073339e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149782 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -20733402.000000 Penalty: 5925.131836
	Iteration 68Q: 3 clusters Score -2.07334e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149857 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -20733388.000000 Penalty: 5925.131836
	Iteration 69Q: 3 clusters Score -2.073339e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149932 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -20733388.000000 Penalty: 5925.131836
	Iteration 70Q: 3 clusters Score -2.073339e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -20733432.000000 Penalty: 5925.131836
	Iteration 71Q: 3 clusters Score -2.073343e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -20733426.000000 Penalty: 5925.131836
	Iteration 72Q: 3 clusters Score -2.073343e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -20733440.000000 Penalty: 5925.131836
	Iteration 73Q: 3 clusters Score -2.073344e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150239 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -20733442.000000 Penalty: 5925.131836
	Iteration 74Q: 3 clusters Score -2.073344e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150319 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -20733464.000000 Penalty: 5925.131836
	Iteration 75Q: 3 clusters Score -2.073346e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150394 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -20733508.000000 Penalty: 5925.131836
	Iteration 76Q: 3 clusters Score -2.073351e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150478 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -20733512.000000 Penalty: 5925.131836
	Iteration 77Q: 3 clusters Score -2.073351e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150546 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -20733504.000000 Penalty: 5925.131836
	Iteration 78Q: 3 clusters Score -2.07335e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150604 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -20733552.000000 Penalty: 5925.131836
	Iteration 79Q: 3 clusters Score -2.073355e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -20733554.000000 Penalty: 5925.131836
	Iteration 80F: 3 clusters Score -2.073355e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150747 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -20733552.000000 Penalty: 5925.131836
	Iteration 81Q: 3 clusters Score -2.073355e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150805 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -20733564.000000 Penalty: 5925.131836
	Iteration 82Q: 3 clusters Score -2.073356e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150858 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -20733590.000000 Penalty: 5925.131836
	Iteration 83Q: 3 clusters Score -2.073359e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150903 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -20733604.000000 Penalty: 5925.131836
	Iteration 84Q: 3 clusters Score -2.07336e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150940 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -20733622.000000 Penalty: 5925.131836
	Iteration 85Q: 3 clusters Score -2.073362e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150977 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -20733644.000000 Penalty: 5925.131836
	Iteration 86Q: 3 clusters Score -2.073364e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151019 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -20733664.000000 Penalty: 5925.131836
	Iteration 87Q: 3 clusters Score -2.073366e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -20733642.000000 Penalty: 5925.131836
	Iteration 88Q: 3 clusters Score -2.073364e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151077 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -20733654.000000 Penalty: 5925.131836
	Iteration 89Q: 3 clusters Score -2.073365e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151109 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -20733666.000000 Penalty: 5925.131836
	Iteration 90Q: 3 clusters Score -2.073367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151132 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -20733666.000000 Penalty: 5925.131836
	Iteration 91Q: 3 clusters Score -2.073367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151155 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -20733680.000000 Penalty: 5925.131836
	Iteration 92Q: 3 clusters Score -2.073368e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151180 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -20733670.000000 Penalty: 5925.131836
	Iteration 93Q: 3 clusters Score -2.073367e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151206 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -20733666.000000 Penalty: 5925.131836
	Iteration 94Q: 3 clusters Score -2.073367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151229 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -20733684.000000 Penalty: 5925.131836
	Iteration 95Q: 3 clusters Score -2.073368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151251 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -20733686.000000 Penalty: 5925.131836
	Iteration 96Q: 3 clusters Score -2.073369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151265 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -20733690.000000 Penalty: 5925.131836
	Iteration 97Q: 3 clusters Score -2.073369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151277 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -20733674.000000 Penalty: 5925.131836
	Iteration 98Q: 3 clusters Score -2.073367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151293 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -20733680.000000 Penalty: 5925.131836
	Iteration 99Q: 3 clusters Score -2.073368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -20733688.000000 Penalty: 5925.131836
	Iteration 100F: 3 clusters Score -2.073369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151311 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -20733688.000000 Penalty: 5925.131836
	Iteration 101Q: 3 clusters Score -2.073369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151328 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -20733696.000000 Penalty: 5925.131836
	Iteration 102Q: 3 clusters Score -2.07337e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151351 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -20733718.000000 Penalty: 5925.131836
	Iteration 103Q: 3 clusters Score -2.073372e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151383 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -20733724.000000 Penalty: 5925.131836
	Iteration 104Q: 3 clusters Score -2.073372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -20733746.000000 Penalty: 5925.131836
	Iteration 105Q: 3 clusters Score -2.073375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151433 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -20733760.000000 Penalty: 5925.131836
	Iteration 106Q: 3 clusters Score -2.073376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151451 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -20733776.000000 Penalty: 5925.131836
	Iteration 107Q: 3 clusters Score -2.073378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151467 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -20733784.000000 Penalty: 5925.131836
	Iteration 108Q: 3 clusters Score -2.073378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151480 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -20733786.000000 Penalty: 5925.131836
	Iteration 109Q: 3 clusters Score -2.073379e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151491 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -20733800.000000 Penalty: 5925.131836
	Iteration 110Q: 3 clusters Score -2.07338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151498 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -20733788.000000 Penalty: 5925.131836
	Iteration 111Q: 3 clusters Score -2.073379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151505 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -20733796.000000 Penalty: 5925.131836
	Iteration 112Q: 3 clusters Score -2.07338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151513 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -20733796.000000 Penalty: 5925.131836
	Iteration 113Q: 3 clusters Score -2.07338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151520 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -20733784.000000 Penalty: 5925.131836
	Iteration 114Q: 3 clusters Score -2.073378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151529 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -20733792.000000 Penalty: 5925.131836
	Iteration 115Q: 3 clusters Score -2.073379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151543 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -20733760.000000 Penalty: 5925.131836
	Iteration 116Q: 3 clusters Score -2.073376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151555 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -20733748.000000 Penalty: 5925.131836
	Iteration 117Q: 3 clusters Score -2.073375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151567 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -20733752.000000 Penalty: 5925.131836
	Iteration 118Q: 3 clusters Score -2.073375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151579 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -20733750.000000 Penalty: 5925.131836
	Iteration 119Q: 3 clusters Score -2.073375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151586 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -20733760.000000 Penalty: 5925.131836
	Iteration 120F: 3 clusters Score -2.073376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151591 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -20733750.000000 Penalty: 5925.131836
	Iteration 121Q: 3 clusters Score -2.073375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151598 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -20733764.000000 Penalty: 5925.131836
	Iteration 122Q: 3 clusters Score -2.073376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151604 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -20733778.000000 Penalty: 5925.131836
	Iteration 123Q: 3 clusters Score -2.073378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151605 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -20733760.000000 Penalty: 5925.131836
	Iteration 124Q: 3 clusters Score -2.073376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151607 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -20733760.000000 Penalty: 5925.131836
	Iteration 125Q: 3 clusters Score -2.073376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151608 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -20733760.000000 Penalty: 5925.131836
	Iteration 126Q: 3 clusters Score -2.073376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151609 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -20733760.000000 Penalty: 5925.131836
	Iteration 127Q: 3 clusters Score -2.073376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -20733750.000000 Penalty: 5925.131836
	Iteration 128Q: 3 clusters Score -2.073375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -20733750.000000 Penalty: 5925.131836
	Iteration 129F: 3 clusters Score -2.073375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -172721.015625 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -172721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -170580.328125 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -170580.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -170915.765625 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -170915.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -170994.343750 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -170994.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -171037.750000 Penalty: 3562.823486
	Iteration 3Q: 3 clusters Score -171037.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -171076.875000 Penalty: 3562.823486
	Iteration 4Q: 3 clusters Score -171076.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -171110.328125 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -171110.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -171137.546875 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -171137.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -171150.453125 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -171150.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -171156.375000 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -171156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -171162.781250 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -171162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -171172.953125 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -171173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -171174.968750 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -171175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -171175.875000 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -171175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -171180.312500 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -171180.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -171182.734375 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -171182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -171186.640625 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -171186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -171189.875000 Penalty: 3562.823486
	Iteration 16Q: 3 clusters Score -171189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -171194.703125 Penalty: 3562.823486
	Iteration 17Q: 3 clusters Score -171194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -171199.015625 Penalty: 3562.823486
	Iteration 18Q: 3 clusters Score -171199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -171200.609375 Penalty: 3562.823486
	Iteration 19Q: 3 clusters Score -171200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -171203.390625 Penalty: 3562.823486
	Iteration 20F: 3 clusters Score -171203.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171206.906250 Penalty: 3562.823486
	Iteration 21Q: 3 clusters Score -171206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -171209.015625 Penalty: 3562.823486
	Iteration 22Q: 3 clusters Score -171209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -171210.750000 Penalty: 3562.823486
	Iteration 23Q: 3 clusters Score -171210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -171212.953125 Penalty: 3562.823486
	Iteration 24Q: 3 clusters Score -171213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -171216.250000 Penalty: 3562.823486
	Iteration 25Q: 3 clusters Score -171216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -171216.250000 Penalty: 3562.823486
	Iteration 26F: 3 clusters Score -171216.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Entering Unmasked Estep 
Score: -4015300.750000 Penalty: 2552.796387
	Iteration 0F: 2 clusters Score -4015301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3995114.250000 Penalty: 5105.592773
	Iteration 0F: 3 clusters Score -3995114 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -4002254.750000 Penalty: 5105.592773
	Iteration 1F: 3 clusters Score -4002255 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4002736.500000 Penalty: 5105.592773
	Iteration 2Q: 3 clusters Score -4002736 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4003217.250000 Penalty: 5105.592773
	Iteration 3Q: 3 clusters Score -4003217 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4003720.250000 Penalty: 5105.592773
	Iteration 4Q: 3 clusters Score -4003720 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -4004287.500000 Penalty: 5105.592773
	Iteration 5Q: 3 clusters Score -4004288 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -4005082.250000 Penalty: 5105.592773
	Iteration 6F: 3 clusters Score -4005082 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -4006191.000000 Penalty: 5105.592773
	Iteration 7F: 3 clusters Score -4006191 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4007712.750000 Penalty: 5105.592773
	Iteration 8F: 3 clusters Score -4007713 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -4009645.500000 Penalty: 5105.592773
	Iteration 9F: 3 clusters Score -4009646 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4011543.750000 Penalty: 5105.592773
	Iteration 10F: 3 clusters Score -4011544 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4013041.000000 Penalty: 5105.592773
	Iteration 11Q: 3 clusters Score -4013041 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4013851.750000 Penalty: 5105.592773
	Iteration 12Q: 3 clusters Score -4013852 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4014189.500000 Penalty: 5105.592773
	Iteration 13Q: 3 clusters Score -4014190 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4014369.000000 Penalty: 5105.592773
	Iteration 14Q: 3 clusters Score -4014369 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4014445.500000 Penalty: 5105.592773
	Iteration 15Q: 3 clusters Score -4014446 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4014503.250000 Penalty: 5105.592773
	Iteration 16Q: 3 clusters Score -4014503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4014532.250000 Penalty: 5105.592773
	Iteration 17Q: 3 clusters Score -4014532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4014557.500000 Penalty: 5105.592773
	Iteration 18Q: 3 clusters Score -4014558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4014574.250000 Penalty: 5105.592773
	Iteration 19Q: 3 clusters Score -4014574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4014581.500000 Penalty: 5105.592773
	Iteration 20F: 3 clusters Score -4014582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4014582.250000 Penalty: 5105.592773
	Iteration 21Q: 3 clusters Score -4014582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4014589.000000 Penalty: 5105.592773
	Iteration 22Q: 3 clusters Score -4014589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4014592.000000 Penalty: 5105.592773
	Iteration 23Q: 3 clusters Score -4014592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4014589.500000 Penalty: 5105.592773
	Iteration 24Q: 3 clusters Score -4014590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4014592.000000 Penalty: 5105.592773
	Iteration 25Q: 3 clusters Score -4014592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4014591.750000 Penalty: 5105.592773
	Iteration 26Q: 3 clusters Score -4014592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4014591.750000 Penalty: 5105.592773
	Iteration 27F: 3 clusters Score -4014592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -159061.781250 Penalty: 1778.380371
	Iteration 0F: 2 clusters Score -159061.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -156919.171875 Penalty: 3556.760742
	Iteration 0F: 3 clusters Score -156919.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -157361.140625 Penalty: 3556.760742
	Iteration 1F: 3 clusters Score -157361.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157527.468750 Penalty: 3556.760742
	Iteration 2F: 3 clusters Score -157527.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -157649.921875 Penalty: 3556.760742
	Iteration 3F: 3 clusters Score -157649.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -157774.125000 Penalty: 3556.760742
	Iteration 4Q: 3 clusters Score -157774.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157930.296875 Penalty: 3556.760742
	Iteration 5Q: 3 clusters Score -157930.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -158208.890625 Penalty: 3556.760742
	Iteration 6F: 3 clusters Score -158208.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -158654.046875 Penalty: 3556.760742
	Iteration 7F: 3 clusters Score -158654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -159222.890625 Penalty: 3556.760742
	Iteration 8F: 3 clusters Score -159222.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -159404.671875 Penalty: 3556.760742
	Iteration 9F: 3 clusters Score -159404.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -159490.500000 Penalty: 3556.760742
	Iteration 10Q: 3 clusters Score -159490.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -159565.312500 Penalty: 3556.760742
	Iteration 11Q: 3 clusters Score -159565.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159636.171875 Penalty: 3556.760742
	Iteration 12Q: 3 clusters Score -159636.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -159691.109375 Penalty: 3556.760742
	Iteration 13Q: 3 clusters Score -159691.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -159728.468750 Penalty: 3556.760742
	Iteration 14Q: 3 clusters Score -159728.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -159765.218750 Penalty: 3556.760742
	Iteration 15Q: 3 clusters Score -159765.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -159862.109375 Penalty: 3556.760742
	Iteration 16Q: 3 clusters Score -159862.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -159933.671875 Penalty: 3556.760742
	Iteration 17Q: 3 clusters Score -159933.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -159952.593750 Penalty: 3556.760742
	Iteration 18Q: 3 clusters Score -159952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159955.828125 Penalty: 3556.760742
	Iteration 19Q: 3 clusters Score -159955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159955.828125 Penalty: 3556.760742
	Iteration 20F: 3 clusters Score -159955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 57737 members 
Mstep: Class 5 contains 12003 members 
Mstep: Class 6 contains 32087 members 
Mstep: Class 7 contains 184772 members 
Mstep: Class 8 contains 38101 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 176154 members 
Mstep: Class 11 contains 154173 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 29541 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 46172 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 52862 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 192006 members 
Mstep: Class 21 contains 861 members 
Entering Unmasked Estep 
Score: -144342240.000000 Penalty: 72426.367188
Splitting cluster 14 changes total score from -144343328.000000 to -144342240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (46172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Entering Unmasked Estep 
Score: -6019257.500000 Penalty: 2663.551758
	Iteration 0F: 2 clusters Score -6019258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5987978.500000 Penalty: 5327.103516
	Iteration 0F: 3 clusters Score -5987978 nChanged 21295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -6000068.000000 Penalty: 5327.103516
	Iteration 1F: 3 clusters Score -6000068 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -6000784.500000 Penalty: 5327.103516
	Iteration 2Q: 3 clusters Score -6000784 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -6001749.000000 Penalty: 5327.103516
	Iteration 3F: 3 clusters Score -6001749 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -6003204.500000 Penalty: 5327.103516
	Iteration 4F: 3 clusters Score -6003204 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -6005270.500000 Penalty: 5327.103516
	Iteration 5F: 3 clusters Score -6005270 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -6008225.000000 Penalty: 5327.103516
	Iteration 6F: 3 clusters Score -6008225 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -6011434.500000 Penalty: 5327.103516
	Iteration 7F: 3 clusters Score -6011434 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -6014137.500000 Penalty: 5327.103516
	Iteration 8F: 3 clusters Score -6014138 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6015795.500000 Penalty: 5327.103516
	Iteration 9Q: 3 clusters Score -6015796 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6016503.500000 Penalty: 5327.103516
	Iteration 10Q: 3 clusters Score -6016504 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6016724.000000 Penalty: 5327.103516
	Iteration 11Q: 3 clusters Score -6016724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6016816.500000 Penalty: 5327.103516
	Iteration 12Q: 3 clusters Score -6016816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6016863.500000 Penalty: 5327.103516
	Iteration 13Q: 3 clusters Score -6016864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6016898.000000 Penalty: 5327.103516
	Iteration 14Q: 3 clusters Score -6016898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6016918.500000 Penalty: 5327.103516
	Iteration 15Q: 3 clusters Score -6016918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6016924.500000 Penalty: 5327.103516
	Iteration 16Q: 3 clusters Score -6016924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6016948.500000 Penalty: 5327.103516
	Iteration 17Q: 3 clusters Score -6016948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6016960.000000 Penalty: 5327.103516
	Iteration 18Q: 3 clusters Score -6016960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6016962.500000 Penalty: 5327.103516
	Iteration 19Q: 3 clusters Score -6016962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6016962.500000 Penalty: 5327.103516
	Iteration 20F: 3 clusters Score -6016962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -506002.343750 Penalty: 2039.459473
	Iteration 0F: 2 clusters Score -506002.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -502276.468750 Penalty: 4078.918945
	Iteration 0F: 3 clusters Score -502276.5 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -503076.093750 Penalty: 4078.918945
	Iteration 1F: 3 clusters Score -503076.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -503357.812500 Penalty: 4078.918945
	Iteration 2F: 3 clusters Score -503357.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -503554.875000 Penalty: 4078.918945
	Iteration 3F: 3 clusters Score -503554.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -503730.218750 Penalty: 4078.918945
	Iteration 4F: 3 clusters Score -503730.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -503905.718750 Penalty: 4078.918945
	Iteration 5F: 3 clusters Score -503905.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -504089.218750 Penalty: 4078.918945
	Iteration 6F: 3 clusters Score -504089.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -504237.000000 Penalty: 4078.918945
	Iteration 7F: 3 clusters Score -504237 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -504338.437500 Penalty: 4078.918945
	Iteration 8Q: 3 clusters Score -504338.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -504410.687500 Penalty: 4078.918945
	Iteration 9Q: 3 clusters Score -504410.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -504470.562500 Penalty: 4078.918945
	Iteration 10Q: 3 clusters Score -504470.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -504526.312500 Penalty: 4078.918945
	Iteration 11Q: 3 clusters Score -504526.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -504567.250000 Penalty: 4078.918945
	Iteration 12Q: 3 clusters Score -504567.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -504591.687500 Penalty: 4078.918945
	Iteration 13Q: 3 clusters Score -504591.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -504605.562500 Penalty: 4078.918945
	Iteration 14Q: 3 clusters Score -504605.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -504617.468750 Penalty: 4078.918945
	Iteration 15Q: 3 clusters Score -504617.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -504628.281250 Penalty: 4078.918945
	Iteration 16Q: 3 clusters Score -504628.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -504636.781250 Penalty: 4078.918945
	Iteration 17Q: 3 clusters Score -504636.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -504643.000000 Penalty: 4078.918945
	Iteration 18Q: 3 clusters Score -504643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -504648.906250 Penalty: 4078.918945
	Iteration 19Q: 3 clusters Score -504648.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -504652.625000 Penalty: 4078.918945
	Iteration 20F: 3 clusters Score -504652.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -504655.750000 Penalty: 4078.918945
	Iteration 21Q: 3 clusters Score -504655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -504661.000000 Penalty: 4078.918945
	Iteration 22Q: 3 clusters Score -504661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -504662.437500 Penalty: 4078.918945
	Iteration 23Q: 3 clusters Score -504662.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -504662.875000 Penalty: 4078.918945
	Iteration 24Q: 3 clusters Score -504662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -504662.875000 Penalty: 4078.918945
	Iteration 25F: 3 clusters Score -504662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -112286.742188 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -112286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -110454.515625 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -110454.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110719.718750 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -110719.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110836.648438 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -110836.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110917.265625 Penalty: 3366.211670
	Iteration 3Q: 3 clusters Score -110917.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110985.226562 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -110985.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111080.851562 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -111080.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111273.976562 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -111274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111440.796875 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -111440.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111491.226562 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -111491.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111537.515625 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -111537.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -111577.164062 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -111577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111595.570312 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -111595.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111631.234375 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -111631.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111654.468750 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -111654.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111683.953125 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -111684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111712.890625 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -111712.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111742.406250 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -111742.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111773.273438 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -111773.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111793.085938 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -111793.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111804.640625 Penalty: 3366.211670
	Iteration 19Q: 3 clusters Score -111804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111808.281250 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -111808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111818.578125 Penalty: 3366.211670
	Iteration 21Q: 3 clusters Score -111818.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -111840.203125 Penalty: 3366.211670
	Iteration 22Q: 3 clusters Score -111840.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -111851.648438 Penalty: 3366.211670
	Iteration 23Q: 3 clusters Score -111851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -111855.765625 Penalty: 3366.211670
	Iteration 24Q: 3 clusters Score -111855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -111864.414062 Penalty: 3366.211670
	Iteration 25Q: 3 clusters Score -111864.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -111870.570312 Penalty: 3366.211670
	Iteration 26Q: 3 clusters Score -111870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -111870.570312 Penalty: 3366.211670
	Iteration 27F: 3 clusters Score -111870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Entering Unmasked Estep 
Score: -7149041.500000 Penalty: 2697.109131
	Iteration 0F: 2 clusters Score -7149042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -7113537.000000 Penalty: 5394.218262
	Iteration 0F: 3 clusters Score -7113537 nChanged 24545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -7127632.000000 Penalty: 5394.218262
	Iteration 1F: 3 clusters Score -7127632 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -7128718.500000 Penalty: 5394.218262
	Iteration 2F: 3 clusters Score -7128718 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -7130041.500000 Penalty: 5394.218262
	Iteration 3F: 3 clusters Score -7130042 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -7131800.000000 Penalty: 5394.218262
	Iteration 4F: 3 clusters Score -7131800 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -7133951.000000 Penalty: 5394.218262
	Iteration 5F: 3 clusters Score -7133951 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -7136349.000000 Penalty: 5394.218262
	Iteration 6F: 3 clusters Score -7136349 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -7138779.000000 Penalty: 5394.218262
	Iteration 7F: 3 clusters Score -7138779 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -7140963.500000 Penalty: 5394.218262
	Iteration 8F: 3 clusters Score -7140964 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -7142688.000000 Penalty: 5394.218262
	Iteration 9Q: 3 clusters Score -7142688 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -7143717.000000 Penalty: 5394.218262
	Iteration 10Q: 3 clusters Score -7143717 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -7144196.500000 Penalty: 5394.218262
	Iteration 11Q: 3 clusters Score -7144196 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -7144478.500000 Penalty: 5394.218262
	Iteration 12Q: 3 clusters Score -7144478 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -7144754.000000 Penalty: 5394.218262
	Iteration 13Q: 3 clusters Score -7144754 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -7144994.500000 Penalty: 5394.218262
	Iteration 14Q: 3 clusters Score -7144994 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -7145210.500000 Penalty: 5394.218262
	Iteration 15Q: 3 clusters Score -7145210 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -7145428.500000 Penalty: 5394.218262
	Iteration 16Q: 3 clusters Score -7145428 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -7145595.500000 Penalty: 5394.218262
	Iteration 17Q: 3 clusters Score -7145596 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -7145752.500000 Penalty: 5394.218262
	Iteration 18Q: 3 clusters Score -7145752 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -7145917.000000 Penalty: 5394.218262
	Iteration 19Q: 3 clusters Score -7145917 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -7146051.000000 Penalty: 5394.218262
	Iteration 20F: 3 clusters Score -7146051 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -7146189.000000 Penalty: 5394.218262
	Iteration 21Q: 3 clusters Score -7146189 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -7146303.500000 Penalty: 5394.218262
	Iteration 22Q: 3 clusters Score -7146304 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -7146407.000000 Penalty: 5394.218262
	Iteration 23Q: 3 clusters Score -7146407 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -7146534.000000 Penalty: 5394.218262
	Iteration 24Q: 3 clusters Score -7146534 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -7146632.500000 Penalty: 5394.218262
	Iteration 25Q: 3 clusters Score -7146632 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -7146699.500000 Penalty: 5394.218262
	Iteration 26Q: 3 clusters Score -7146700 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -7146764.000000 Penalty: 5394.218262
	Iteration 27Q: 3 clusters Score -7146764 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7146834.500000 Penalty: 5394.218262
	Iteration 28Q: 3 clusters Score -7146834 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7146919.000000 Penalty: 5394.218262
	Iteration 29Q: 3 clusters Score -7146919 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7146959.000000 Penalty: 5394.218262
	Iteration 30Q: 3 clusters Score -7146959 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7146997.000000 Penalty: 5394.218262
	Iteration 31Q: 3 clusters Score -7146997 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7147032.000000 Penalty: 5394.218262
	Iteration 32Q: 3 clusters Score -7147032 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7147058.000000 Penalty: 5394.218262
	Iteration 33Q: 3 clusters Score -7147058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7147069.000000 Penalty: 5394.218262
	Iteration 34Q: 3 clusters Score -7147069 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7147063.500000 Penalty: 5394.218262
	Iteration 35Q: 3 clusters Score -7147064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7147087.500000 Penalty: 5394.218262
	Iteration 36Q: 3 clusters Score -7147088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7147106.000000 Penalty: 5394.218262
	Iteration 37Q: 3 clusters Score -7147106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7147125.500000 Penalty: 5394.218262
	Iteration 38Q: 3 clusters Score -7147126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7147147.000000 Penalty: 5394.218262
	Iteration 39Q: 3 clusters Score -7147147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7147150.000000 Penalty: 5394.218262
	Iteration 40F: 3 clusters Score -7147150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7147157.000000 Penalty: 5394.218262
	Iteration 41Q: 3 clusters Score -7147157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7147159.500000 Penalty: 5394.218262
	Iteration 42Q: 3 clusters Score -7147160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7147162.000000 Penalty: 5394.218262
	Iteration 43Q: 3 clusters Score -7147162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7147183.500000 Penalty: 5394.218262
	Iteration 44Q: 3 clusters Score -7147184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7147201.500000 Penalty: 5394.218262
	Iteration 45Q: 3 clusters Score -7147202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7147212.000000 Penalty: 5394.218262
	Iteration 46Q: 3 clusters Score -7147212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7147212.000000 Penalty: 5394.218262
	Iteration 47Q: 3 clusters Score -7147212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7147212.000000 Penalty: 5394.218262
	Iteration 48Q: 3 clusters Score -7147212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7147212.000000 Penalty: 5394.218262
	Iteration 49Q: 3 clusters Score -7147212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7147219.000000 Penalty: 5394.218262
	Iteration 50Q: 3 clusters Score -7147219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7147224.000000 Penalty: 5394.218262
	Iteration 51Q: 3 clusters Score -7147224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7147229.500000 Penalty: 5394.218262
	Iteration 52Q: 3 clusters Score -7147230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7147221.500000 Penalty: 5394.218262
	Iteration 53Q: 3 clusters Score -7147222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7147230.000000 Penalty: 5394.218262
	Iteration 54Q: 3 clusters Score -7147230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7147233.000000 Penalty: 5394.218262
	Iteration 55Q: 3 clusters Score -7147233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7147242.000000 Penalty: 5394.218262
	Iteration 56Q: 3 clusters Score -7147242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7147250.000000 Penalty: 5394.218262
	Iteration 57Q: 3 clusters Score -7147250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7147248.500000 Penalty: 5394.218262
	Iteration 58Q: 3 clusters Score -7147248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7147262.000000 Penalty: 5394.218262
	Iteration 59Q: 3 clusters Score -7147262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7147265.500000 Penalty: 5394.218262
	Iteration 60F: 3 clusters Score -7147266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7147271.500000 Penalty: 5394.218262
	Iteration 61Q: 3 clusters Score -7147272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7147281.000000 Penalty: 5394.218262
	Iteration 62Q: 3 clusters Score -7147281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7147294.000000 Penalty: 5394.218262
	Iteration 63Q: 3 clusters Score -7147294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7147297.500000 Penalty: 5394.218262
	Iteration 64Q: 3 clusters Score -7147298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7147298.000000 Penalty: 5394.218262
	Iteration 65Q: 3 clusters Score -7147298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7147307.500000 Penalty: 5394.218262
	Iteration 66Q: 3 clusters Score -7147308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7147304.500000 Penalty: 5394.218262
	Iteration 67Q: 3 clusters Score -7147304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7147303.000000 Penalty: 5394.218262
	Iteration 68Q: 3 clusters Score -7147303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7147300.000000 Penalty: 5394.218262
	Iteration 69Q: 3 clusters Score -7147300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7147292.500000 Penalty: 5394.218262
	Iteration 70Q: 3 clusters Score -7147292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7147288.500000 Penalty: 5394.218262
	Iteration 71Q: 3 clusters Score -7147288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7147312.000000 Penalty: 5394.218262
	Iteration 72Q: 3 clusters Score -7147312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7147310.000000 Penalty: 5394.218262
	Iteration 73Q: 3 clusters Score -7147310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7147312.000000 Penalty: 5394.218262
	Iteration 74Q: 3 clusters Score -7147312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7147316.000000 Penalty: 5394.218262
	Iteration 75Q: 3 clusters Score -7147316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7147321.500000 Penalty: 5394.218262
	Iteration 76Q: 3 clusters Score -7147322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7147318.000000 Penalty: 5394.218262
	Iteration 77Q: 3 clusters Score -7147318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7147320.500000 Penalty: 5394.218262
	Iteration 78Q: 3 clusters Score -7147320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7147319.500000 Penalty: 5394.218262
	Iteration 79Q: 3 clusters Score -7147320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7147321.000000 Penalty: 5394.218262
	Iteration 80F: 3 clusters Score -7147321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7147327.000000 Penalty: 5394.218262
	Iteration 81Q: 3 clusters Score -7147327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7147327.000000 Penalty: 5394.218262
	Iteration 82F: 3 clusters Score -7147327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Entering Unmasked Estep 
Score: -359124.000000 Penalty: 1969.176392
	Iteration 0F: 2 clusters Score -359124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -355945.937500 Penalty: 3938.352783
	Iteration 0F: 3 clusters Score -355945.9 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -356573.218750 Penalty: 3938.352783
	Iteration 1F: 3 clusters Score -356573.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -356725.968750 Penalty: 3938.352783
	Iteration 2F: 3 clusters Score -356726 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -356822.562500 Penalty: 3938.352783
	Iteration 3Q: 3 clusters Score -356822.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -356872.843750 Penalty: 3938.352783
	Iteration 4Q: 3 clusters Score -356872.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -356905.156250 Penalty: 3938.352783
	Iteration 5Q: 3 clusters Score -356905.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -356927.062500 Penalty: 3938.352783
	Iteration 6Q: 3 clusters Score -356927.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -356941.468750 Penalty: 3938.352783
	Iteration 7Q: 3 clusters Score -356941.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -356958.968750 Penalty: 3938.352783
	Iteration 8Q: 3 clusters Score -356959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -356973.187500 Penalty: 3938.352783
	Iteration 9Q: 3 clusters Score -356973.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -356990.937500 Penalty: 3938.352783
	Iteration 10Q: 3 clusters Score -356990.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -357000.687500 Penalty: 3938.352783
	Iteration 11Q: 3 clusters Score -357000.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -357007.468750 Penalty: 3938.352783
	Iteration 12Q: 3 clusters Score -357007.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -357011.593750 Penalty: 3938.352783
	Iteration 13Q: 3 clusters Score -357011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -357013.062500 Penalty: 3938.352783
	Iteration 14Q: 3 clusters Score -357013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -357013.968750 Penalty: 3938.352783
	Iteration 15Q: 3 clusters Score -357014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -357018.531250 Penalty: 3938.352783
	Iteration 16Q: 3 clusters Score -357018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -357022.031250 Penalty: 3938.352783
	Iteration 17Q: 3 clusters Score -357022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -357023.531250 Penalty: 3938.352783
	Iteration 18Q: 3 clusters Score -357023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -357025.531250 Penalty: 3938.352783
	Iteration 19Q: 3 clusters Score -357025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -357025.625000 Penalty: 3938.352783
	Iteration 20F: 3 clusters Score -357025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -357025.562500 Penalty: 3938.352783
	Iteration 21Q: 3 clusters Score -357025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -357026.531250 Penalty: 3938.352783
	Iteration 22Q: 3 clusters Score -357026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -357026.437500 Penalty: 3938.352783
	Iteration 23Q: 3 clusters Score -357026.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -357026.437500 Penalty: 3938.352783
	Iteration 24F: 3 clusters Score -357026.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (192006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192006 members 
Entering Unmasked Estep 
Score: -25736596.000000 Penalty: 3016.989990
	Iteration 0F: 2 clusters Score -2.57366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96064 members 
Mstep: Class 2 contains 95942 members 
Entering Unmasked Estep 
Score: -25611936.000000 Penalty: 6033.979980
	Iteration 0F: 3 clusters Score -2.561194e+07 nChanged 92450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -25665722.000000 Penalty: 6033.979980
	Iteration 1F: 3 clusters Score -2.566572e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -25666700.000000 Penalty: 6033.979980
	Iteration 2Q: 3 clusters Score -2.56667e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -25667620.000000 Penalty: 6033.979980
	Iteration 3Q: 3 clusters Score -2.566762e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -25668894.000000 Penalty: 6033.979980
	Iteration 4Q: 3 clusters Score -2.566889e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 89205 members 
Entering Unmasked Estep 
Score: -25670990.000000 Penalty: 6033.979980
	Iteration 5Q: 3 clusters Score -2.567099e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106803 members 
Mstep: Class 2 contains 85203 members 
Entering Unmasked Estep 
Score: -25673804.000000 Penalty: 6033.979980
	Iteration 6Q: 3 clusters Score -2.56738e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112906 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -25678664.000000 Penalty: 6033.979980
	Iteration 7Q: 3 clusters Score -2.567866e+07 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121451 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -25686404.000000 Penalty: 6033.979980
	Iteration 8F: 3 clusters Score -2.56864e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131979 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -25697520.000000 Penalty: 6033.979980
	Iteration 9F: 3 clusters Score -2.569752e+07 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142186 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -25709534.000000 Penalty: 6033.979980
	Iteration 10F: 3 clusters Score -2.570953e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149693 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -25718170.000000 Penalty: 6033.979980
	Iteration 11F: 3 clusters Score -2.571817e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154961 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -25722942.000000 Penalty: 6033.979980
	Iteration 12Q: 3 clusters Score -2.572294e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -25725632.000000 Penalty: 6033.979980
	Iteration 13Q: 3 clusters Score -2.572563e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163060 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -25727406.000000 Penalty: 6033.979980
	Iteration 14Q: 3 clusters Score -2.572741e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166699 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -25728904.000000 Penalty: 6033.979980
	Iteration 15Q: 3 clusters Score -2.57289e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170038 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -25730128.000000 Penalty: 6033.979980
	Iteration 16Q: 3 clusters Score -2.573013e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173012 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -25731166.000000 Penalty: 6033.979980
	Iteration 17Q: 3 clusters Score -2.573117e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -25731856.000000 Penalty: 6033.979980
	Iteration 18Q: 3 clusters Score -2.573186e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178101 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -25732486.000000 Penalty: 6033.979980
	Iteration 19Q: 3 clusters Score -2.573249e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180189 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -25733154.000000 Penalty: 6033.979980
	Iteration 20F: 3 clusters Score -2.573315e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182070 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -25733574.000000 Penalty: 6033.979980
	Iteration 21Q: 3 clusters Score -2.573357e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183660 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -25733794.000000 Penalty: 6033.979980
	Iteration 22Q: 3 clusters Score -2.573379e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184985 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -25734090.000000 Penalty: 6033.979980
	Iteration 23Q: 3 clusters Score -2.573409e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186108 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -25734302.000000 Penalty: 6033.979980
	Iteration 24Q: 3 clusters Score -2.57343e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186997 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -25734472.000000 Penalty: 6033.979980
	Iteration 25Q: 3 clusters Score -2.573447e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187731 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -25734574.000000 Penalty: 6033.979980
	Iteration 26Q: 3 clusters Score -2.573457e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188321 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -25734702.000000 Penalty: 6033.979980
	Iteration 27Q: 3 clusters Score -2.57347e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188794 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -25734750.000000 Penalty: 6033.979980
	Iteration 28Q: 3 clusters Score -2.573475e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189172 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -25734766.000000 Penalty: 6033.979980
	Iteration 29Q: 3 clusters Score -2.573477e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189473 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -25734764.000000 Penalty: 6033.979980
	Iteration 30Q: 3 clusters Score -2.573476e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189709 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -25734744.000000 Penalty: 6033.979980
	Iteration 31Q: 3 clusters Score -2.573474e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189901 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -25734766.000000 Penalty: 6033.979980
	Iteration 32Q: 3 clusters Score -2.573477e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190036 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -25734748.000000 Penalty: 6033.979980
	Iteration 33Q: 3 clusters Score -2.573475e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190144 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -25734706.000000 Penalty: 6033.979980
	Iteration 34Q: 3 clusters Score -2.573471e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190239 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -25734718.000000 Penalty: 6033.979980
	Iteration 35Q: 3 clusters Score -2.573472e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190316 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -25734698.000000 Penalty: 6033.979980
	Iteration 36Q: 3 clusters Score -2.57347e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190382 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -25734704.000000 Penalty: 6033.979980
	Iteration 37Q: 3 clusters Score -2.57347e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190439 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -25734716.000000 Penalty: 6033.979980
	Iteration 38Q: 3 clusters Score -2.573472e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190480 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -25734696.000000 Penalty: 6033.979980
	Iteration 39Q: 3 clusters Score -2.57347e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190523 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -25734706.000000 Penalty: 6033.979980
	Iteration 40F: 3 clusters Score -2.573471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190548 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -25734678.000000 Penalty: 6033.979980
	Iteration 41Q: 3 clusters Score -2.573468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190567 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -25734660.000000 Penalty: 6033.979980
	Iteration 42Q: 3 clusters Score -2.573466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190580 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -25734648.000000 Penalty: 6033.979980
	Iteration 43Q: 3 clusters Score -2.573465e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190603 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -25734638.000000 Penalty: 6033.979980
	Iteration 44Q: 3 clusters Score -2.573464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190618 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -25734626.000000 Penalty: 6033.979980
	Iteration 45Q: 3 clusters Score -2.573463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190633 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -25734608.000000 Penalty: 6033.979980
	Iteration 46Q: 3 clusters Score -2.573461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190649 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -25734626.000000 Penalty: 6033.979980
	Iteration 47Q: 3 clusters Score -2.573463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190659 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -25734610.000000 Penalty: 6033.979980
	Iteration 48Q: 3 clusters Score -2.573461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -25734626.000000 Penalty: 6033.979980
	Iteration 49Q: 3 clusters Score -2.573463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190689 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -25734640.000000 Penalty: 6033.979980
	Iteration 50Q: 3 clusters Score -2.573464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190704 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -25734656.000000 Penalty: 6033.979980
	Iteration 51Q: 3 clusters Score -2.573466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190714 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -25734626.000000 Penalty: 6033.979980
	Iteration 52Q: 3 clusters Score -2.573463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190725 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -25734648.000000 Penalty: 6033.979980
	Iteration 53Q: 3 clusters Score -2.573465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190738 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -25734666.000000 Penalty: 6033.979980
	Iteration 54Q: 3 clusters Score -2.573467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190749 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -25734648.000000 Penalty: 6033.979980
	Iteration 55Q: 3 clusters Score -2.573465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190754 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -25734636.000000 Penalty: 6033.979980
	Iteration 56Q: 3 clusters Score -2.573464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190761 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -25734642.000000 Penalty: 6033.979980
	Iteration 57Q: 3 clusters Score -2.573464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190764 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -25734664.000000 Penalty: 6033.979980
	Iteration 58Q: 3 clusters Score -2.573466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190768 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -25734632.000000 Penalty: 6033.979980
	Iteration 59Q: 3 clusters Score -2.573463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190770 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -25734644.000000 Penalty: 6033.979980
	Iteration 60F: 3 clusters Score -2.573464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190773 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -25734640.000000 Penalty: 6033.979980
	Iteration 61Q: 3 clusters Score -2.573464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190776 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -25734642.000000 Penalty: 6033.979980
	Iteration 62Q: 3 clusters Score -2.573464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190781 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -25734664.000000 Penalty: 6033.979980
	Iteration 63Q: 3 clusters Score -2.573466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190785 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -25734646.000000 Penalty: 6033.979980
	Iteration 64Q: 3 clusters Score -2.573465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190786 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -25734644.000000 Penalty: 6033.979980
	Iteration 65Q: 3 clusters Score -2.573464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190790 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -25734650.000000 Penalty: 6033.979980
	Iteration 66Q: 3 clusters Score -2.573465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190791 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -25734654.000000 Penalty: 6033.979980
	Iteration 67Q: 3 clusters Score -2.573465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190792 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -25734644.000000 Penalty: 6033.979980
	Iteration 68Q: 3 clusters Score -2.573464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190793 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -25734646.000000 Penalty: 6033.979980
	Iteration 69Q: 3 clusters Score -2.573465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190793 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -25734646.000000 Penalty: 6033.979980
	Iteration 70F: 3 clusters Score -2.573465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 57737 members 
Mstep: Class 5 contains 12003 members 
Mstep: Class 6 contains 32087 members 
Mstep: Class 7 contains 184772 members 
Mstep: Class 8 contains 38101 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 176154 members 
Mstep: Class 11 contains 154173 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 29541 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 46172 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 52862 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 192006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144343360.000000 Penalty: 68977.492188
Iteration 119Q: 21 clusters Score -1.443434e+08 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 2134 members 
Mstep: Class 3 contains 9450 members 
Mstep: Class 4 contains 57053 members 
Mstep: Class 5 contains 12002 members 
Mstep: Class 6 contains 31979 members 
Mstep: Class 7 contains 183989 members 
Mstep: Class 8 contains 37754 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 175947 members 
Mstep: Class 11 contains 157595 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 29438 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 46189 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 52792 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 190976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144343984.000000 Penalty: 68977.492188
Iteration 120F: 21 clusters Score -1.44344e+08 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 2129 members 
Mstep: Class 3 contains 9442 members 
Mstep: Class 4 contains 56306 members 
Mstep: Class 5 contains 11999 members 
Mstep: Class 6 contains 31837 members 
Mstep: Class 7 contains 182955 members 
Mstep: Class 8 contains 37315 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 175708 members 
Mstep: Class 11 contains 161995 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 29265 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 46217 members 
Mstep: Class 16 contains 3890 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 52680 members 
Mstep: Class 19 contains 2836 members 
Mstep: Class 20 contains 189586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344528.000000 Penalty: 68977.492188
Iteration 121Q: 21 clusters Score -1.443445e+08 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 96523 members 
Mstep: Class 2 contains 2128 members 
Mstep: Class 3 contains 9436 members 
Mstep: Class 4 contains 55498 members 
Mstep: Class 5 contains 11987 members 
Mstep: Class 6 contains 31610 members 
Mstep: Class 7 contains 181737 members 
Mstep: Class 8 contains 36720 members 
Mstep: Class 9 contains 961 members 
Mstep: Class 10 contains 175520 members 
Mstep: Class 11 contains 167660 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 29055 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 46264 members 
Mstep: Class 16 contains 4005 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 52526 members 
Mstep: Class 19 contains 2850 members 
Mstep: Class 20 contains 187540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344304.000000 Penalty: 68977.492188
Iteration 122Q: 21 clusters Score -1.443443e+08 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 2127 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 54638 members 
Mstep: Class 5 contains 11991 members 
Mstep: Class 6 contains 31380 members 
Mstep: Class 7 contains 180220 members 
Mstep: Class 8 contains 35895 members 
Mstep: Class 9 contains 960 members 
Mstep: Class 10 contains 175097 members 
Mstep: Class 11 contains 174698 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 28784 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 46289 members 
Mstep: Class 16 contains 4195 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 52365 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 184970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344224.000000 Penalty: 68977.492188
Iteration 123Q: 21 clusters Score -1.443442e+08 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95654 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 3 contains 9418 members 
Mstep: Class 4 contains 53694 members 
Mstep: Class 5 contains 11981 members 
Mstep: Class 6 contains 31049 members 
Mstep: Class 7 contains 178458 members 
Mstep: Class 8 contains 34894 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 174504 members 
Mstep: Class 11 contains 183153 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 28465 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 46322 members 
Mstep: Class 16 contains 4441 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 52192 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 181813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344240.000000 Penalty: 68977.492188
Iteration 124Q: 21 clusters Score -1.443442e+08 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 2122 members 
Mstep: Class 3 contains 9394 members 
Mstep: Class 4 contains 52729 members 
Mstep: Class 5 contains 11974 members 
Mstep: Class 6 contains 30643 members 
Mstep: Class 7 contains 176533 members 
Mstep: Class 8 contains 33644 members 
Mstep: Class 9 contains 955 members 
Mstep: Class 10 contains 173856 members 
Mstep: Class 11 contains 192686 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 28156 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 46364 members 
Mstep: Class 16 contains 4771 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 51943 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 178173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344672.000000 Penalty: 68977.492188
Iteration 125Q: 21 clusters Score -1.443447e+08 nChanged 17261
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94707 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 9354 members 
Mstep: Class 4 contains 51762 members 
Mstep: Class 5 contains 11986 members 
Mstep: Class 6 contains 30232 members 
Mstep: Class 7 contains 174450 members 
Mstep: Class 8 contains 32222 members 
Mstep: Class 9 contains 956 members 
Mstep: Class 10 contains 173149 members 
Mstep: Class 11 contains 202928 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 27802 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 46439 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 51417 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 174374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344688.000000 Penalty: 68977.492188
Iteration 126Q: 21 clusters Score -1.443447e+08 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94289 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 9308 members 
Mstep: Class 4 contains 50845 members 
Mstep: Class 5 contains 12017 members 
Mstep: Class 6 contains 29801 members 
Mstep: Class 7 contains 172183 members 
Mstep: Class 8 contains 30620 members 
Mstep: Class 9 contains 956 members 
Mstep: Class 10 contains 172498 members 
Mstep: Class 11 contains 213582 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 27434 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 46582 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 50555 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 170636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344528.000000 Penalty: 68977.492188
Iteration 127Q: 21 clusters Score -1.443445e+08 nChanged 20781
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 9226 members 
Mstep: Class 4 contains 50073 members 
Mstep: Class 5 contains 12044 members 
Mstep: Class 6 contains 29318 members 
Mstep: Class 7 contains 170321 members 
Mstep: Class 8 contains 28948 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 172099 members 
Mstep: Class 11 contains 223325 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 27120 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 46770 members 
Mstep: Class 16 contains 6094 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 49396 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 167220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144343616.000000 Penalty: 68977.492188
Iteration 128Q: 21 clusters Score -1.443436e+08 nChanged 20597
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 9097 members 
Mstep: Class 4 contains 49641 members 
Mstep: Class 5 contains 12085 members 
Mstep: Class 6 contains 28885 members 
Mstep: Class 7 contains 169131 members 
Mstep: Class 8 contains 27358 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 172009 members 
Mstep: Class 11 contains 230761 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 26865 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 47007 members 
Mstep: Class 16 contains 6539 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 48126 members 
Mstep: Class 19 contains 3049 members 
Mstep: Class 20 contains 164615 members 
Entering Unmasked Estep 
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Iteration 129Q: 21 clusters Score -1.443409e+08 nChanged 19087
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93719 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 8966 members 
Mstep: Class 4 contains 49440 members 
Mstep: Class 5 contains 12122 members 
Mstep: Class 6 contains 28521 members 
Mstep: Class 7 contains 169002 members 
Mstep: Class 8 contains 25971 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 172237 members 
Mstep: Class 11 contains 235182 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 26696 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 47211 members 
Mstep: Class 16 contains 6974 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 46793 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 163077 members 
Entering Unmasked Estep 
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Iteration 130Q: 21 clusters Score -1.443387e+08 nChanged 16526
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 49386 members 
Mstep: Class 5 contains 12150 members 
Mstep: Class 6 contains 28246 members 
Mstep: Class 7 contains 169640 members 
Mstep: Class 8 contains 24827 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 10 contains 172584 members 
Mstep: Class 11 contains 236689 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 26600 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 47456 members 
Mstep: Class 16 contains 7375 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 45637 members 
Mstep: Class 19 contains 3114 members 
Mstep: Class 20 contains 162764 members 
Entering Unmasked Estep 
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Iteration 131Q: 21 clusters Score -1.443372e+08 nChanged 13781
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 8717 members 
Mstep: Class 4 contains 49412 members 
Mstep: Class 5 contains 12185 members 
Mstep: Class 6 contains 28072 members 
Mstep: Class 7 contains 170802 members 
Mstep: Class 8 contains 23900 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 173035 members 
Mstep: Class 11 contains 236007 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 26567 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 47669 members 
Mstep: Class 16 contains 7748 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 44702 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 163343 members 
Entering Unmasked Estep 
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Iteration 132Q: 21 clusters Score -1.443361e+08 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93759 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 8596 members 
Mstep: Class 4 contains 49435 members 
Mstep: Class 5 contains 12216 members 
Mstep: Class 6 contains 27977 members 
Mstep: Class 7 contains 172299 members 
Mstep: Class 8 contains 23139 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 173487 members 
Mstep: Class 11 contains 233998 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 26582 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 47842 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 43975 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 164490 members 
Entering Unmasked Estep 
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Iteration 133Q: 21 clusters Score -1.443358e+08 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 4 contains 49467 members 
Mstep: Class 5 contains 12240 members 
Mstep: Class 6 contains 27923 members 
Mstep: Class 7 contains 174075 members 
Mstep: Class 8 contains 22456 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 173839 members 
Mstep: Class 11 contains 231156 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 26601 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 8361 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 43421 members 
Mstep: Class 19 contains 3190 members 
Mstep: Class 20 contains 165990 members 
Entering Unmasked Estep 
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Iteration 134Q: 21 clusters Score -1.443357e+08 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 8398 members 
Mstep: Class 4 contains 49446 members 
Mstep: Class 5 contains 12254 members 
Mstep: Class 6 contains 27873 members 
Mstep: Class 7 contains 175922 members 
Mstep: Class 8 contains 21876 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 10 contains 174067 members 
Mstep: Class 11 contains 228066 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 26627 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48095 members 
Mstep: Class 16 contains 8636 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 42979 members 
Mstep: Class 19 contains 3210 members 
Mstep: Class 20 contains 167765 members 
Entering Unmasked Estep 
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Iteration 135Q: 21 clusters Score -1.443363e+08 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 8299 members 
Mstep: Class 4 contains 49418 members 
Mstep: Class 5 contains 12282 members 
Mstep: Class 6 contains 27846 members 
Mstep: Class 7 contains 177645 members 
Mstep: Class 8 contains 21350 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 10 contains 174255 members 
Mstep: Class 11 contains 224996 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 26659 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48215 members 
Mstep: Class 16 contains 8903 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 42611 members 
Mstep: Class 19 contains 3231 members 
Mstep: Class 20 contains 169536 members 
Entering Unmasked Estep 
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Iteration 136Q: 21 clusters Score -1.443367e+08 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 8217 members 
Mstep: Class 4 contains 49380 members 
Mstep: Class 5 contains 12301 members 
Mstep: Class 6 contains 27826 members 
Mstep: Class 7 contains 179179 members 
Mstep: Class 8 contains 20895 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 10 contains 174328 members 
Mstep: Class 11 contains 222212 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 26688 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48325 members 
Mstep: Class 16 contains 9126 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 42307 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 171283 members 
Entering Unmasked Estep 
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Iteration 137Q: 21 clusters Score -1.443368e+08 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93717 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 8156 members 
Mstep: Class 4 contains 49240 members 
Mstep: Class 5 contains 12318 members 
Mstep: Class 6 contains 27819 members 
Mstep: Class 7 contains 180460 members 
Mstep: Class 8 contains 20460 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 10 contains 174316 members 
Mstep: Class 11 contains 219792 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 26706 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48408 members 
Mstep: Class 16 contains 9342 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 42064 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 172966 members 
Entering Unmasked Estep 
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Iteration 138Q: 21 clusters Score -1.443371e+08 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 49102 members 
Mstep: Class 5 contains 12323 members 
Mstep: Class 6 contains 27799 members 
Mstep: Class 7 contains 181502 members 
Mstep: Class 8 contains 20068 members 
Mstep: Class 9 contains 951 members 
Mstep: Class 10 contains 174304 members 
Mstep: Class 11 contains 217643 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 26726 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48485 members 
Mstep: Class 16 contains 9537 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 41879 members 
Mstep: Class 19 contains 3260 members 
Mstep: Class 20 contains 174560 members 
Entering Unmasked Estep 
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Iteration 139Q: 21 clusters Score -1.443371e+08 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93699 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 48975 members 
Mstep: Class 5 contains 12322 members 
Mstep: Class 6 contains 27802 members 
Mstep: Class 7 contains 182359 members 
Mstep: Class 8 contains 19699 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 174265 members 
Mstep: Class 11 contains 215688 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 26749 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48552 members 
Mstep: Class 16 contains 9729 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 41745 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 20 contains 176101 members 
Entering Unmasked Estep 
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Iteration 140F: 21 clusters Score -1.443382e+08 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 48808 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 27777 members 
Mstep: Class 7 contains 182904 members 
Mstep: Class 8 contains 19004 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174132 members 
Mstep: Class 11 contains 215306 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 26739 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48623 members 
Mstep: Class 16 contains 9880 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 41426 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 20 contains 177105 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -1.443382e+08 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 48682 members 
Mstep: Class 5 contains 12334 members 
Mstep: Class 6 contains 27776 members 
Mstep: Class 7 contains 183460 members 
Mstep: Class 8 contains 18353 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174135 members 
Mstep: Class 11 contains 214581 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 26721 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48681 members 
Mstep: Class 16 contains 9992 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 41133 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 178150 members 
Entering Unmasked Estep 
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Iteration 142Q: 21 clusters Score -1.443379e+08 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93747 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 8004 members 
Mstep: Class 4 contains 48582 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 27786 members 
Mstep: Class 7 contains 183966 members 
Mstep: Class 8 contains 17786 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174246 members 
Mstep: Class 11 contains 213650 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 26704 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48735 members 
Mstep: Class 16 contains 10130 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 40890 members 
Mstep: Class 19 contains 3296 members 
Mstep: Class 20 contains 179184 members 
Entering Unmasked Estep 
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Iteration 143Q: 21 clusters Score -1.443378e+08 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 7981 members 
Mstep: Class 4 contains 48484 members 
Mstep: Class 5 contains 12326 members 
Mstep: Class 6 contains 27810 members 
Mstep: Class 7 contains 184419 members 
Mstep: Class 8 contains 17266 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174350 members 
Mstep: Class 11 contains 212713 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 26703 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48769 members 
Mstep: Class 16 contains 10287 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 40670 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 180170 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -1.443375e+08 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 7968 members 
Mstep: Class 4 contains 48395 members 
Mstep: Class 5 contains 12317 members 
Mstep: Class 6 contains 27816 members 
Mstep: Class 7 contains 184819 members 
Mstep: Class 8 contains 16813 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174495 members 
Mstep: Class 11 contains 211671 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 26704 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48792 members 
Mstep: Class 16 contains 10445 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 40485 members 
Mstep: Class 19 contains 3326 members 
Mstep: Class 20 contains 181175 members 
Entering Unmasked Estep 
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Iteration 145Q: 21 clusters Score -1.443374e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 7965 members 
Mstep: Class 4 contains 48288 members 
Mstep: Class 5 contains 12319 members 
Mstep: Class 6 contains 27839 members 
Mstep: Class 7 contains 185183 members 
Mstep: Class 8 contains 16416 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174657 members 
Mstep: Class 11 contains 210549 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 26717 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48796 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 40320 members 
Mstep: Class 19 contains 3343 members 
Mstep: Class 20 contains 182196 members 
Entering Unmasked Estep 
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Iteration 146Q: 21 clusters Score -1.443368e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 7960 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 12313 members 
Mstep: Class 6 contains 27859 members 
Mstep: Class 7 contains 185489 members 
Mstep: Class 8 contains 16055 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174792 members 
Mstep: Class 11 contains 209398 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 26722 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48783 members 
Mstep: Class 16 contains 10794 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 40178 members 
Mstep: Class 19 contains 3359 members 
Mstep: Class 20 contains 183262 members 
Entering Unmasked Estep 
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Iteration 147Q: 21 clusters Score -1.443374e+08 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 7957 members 
Mstep: Class 4 contains 48128 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 27903 members 
Mstep: Class 7 contains 185712 members 
Mstep: Class 8 contains 15678 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174866 members 
Mstep: Class 11 contains 208309 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 26732 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48781 members 
Mstep: Class 16 contains 10994 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 40040 members 
Mstep: Class 19 contains 3369 members 
Mstep: Class 20 contains 184345 members 
Entering Unmasked Estep 
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Iteration 148Q: 21 clusters Score -1.443372e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 2072 members 
Mstep: Class 3 contains 7960 members 
Mstep: Class 4 contains 48041 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 27923 members 
Mstep: Class 7 contains 185854 members 
Mstep: Class 8 contains 15305 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174898 members 
Mstep: Class 11 contains 207337 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26727 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48778 members 
Mstep: Class 16 contains 11183 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39934 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 185439 members 
Entering Unmasked Estep 
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Iteration 149Q: 21 clusters Score -1.443368e+08 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 7956 members 
Mstep: Class 4 contains 47980 members 
Mstep: Class 5 contains 12314 members 
Mstep: Class 6 contains 27927 members 
Mstep: Class 7 contains 185938 members 
Mstep: Class 8 contains 14910 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174963 members 
Mstep: Class 11 contains 206398 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26733 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48768 members 
Mstep: Class 16 contains 11364 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39814 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 186563 members 
Entering Unmasked Estep 
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Iteration 150Q: 21 clusters Score -1.443366e+08 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94066 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 7962 members 
Mstep: Class 4 contains 47921 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 27923 members 
Mstep: Class 7 contains 185938 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174970 members 
Mstep: Class 11 contains 205627 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 26715 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48756 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39718 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 187661 members 
Entering Unmasked Estep 
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Iteration 151Q: 21 clusters Score -1.443366e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 7964 members 
Mstep: Class 4 contains 47877 members 
Mstep: Class 5 contains 12318 members 
Mstep: Class 6 contains 27928 members 
Mstep: Class 7 contains 185889 members 
Mstep: Class 8 contains 14157 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174966 members 
Mstep: Class 11 contains 204925 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 26704 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48747 members 
Mstep: Class 16 contains 11711 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39621 members 
Mstep: Class 19 contains 3409 members 
Mstep: Class 20 contains 188713 members 
Entering Unmasked Estep 
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Iteration 152Q: 21 clusters Score -1.443369e+08 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 7972 members 
Mstep: Class 4 contains 47830 members 
Mstep: Class 5 contains 12317 members 
Mstep: Class 6 contains 27935 members 
Mstep: Class 7 contains 185818 members 
Mstep: Class 8 contains 13799 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 174971 members 
Mstep: Class 11 contains 204203 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 26697 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48739 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39543 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 189759 members 
Entering Unmasked Estep 
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Iteration 153Q: 21 clusters Score -1.443367e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 7985 members 
Mstep: Class 4 contains 47784 members 
Mstep: Class 5 contains 12323 members 
Mstep: Class 6 contains 27927 members 
Mstep: Class 7 contains 185742 members 
Mstep: Class 8 contains 13490 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 175018 members 
Mstep: Class 11 contains 203497 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 26693 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48719 members 
Mstep: Class 16 contains 12039 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39457 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 190701 members 
Entering Unmasked Estep 
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Iteration 154Q: 21 clusters Score -1.443367e+08 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94278 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 7995 members 
Mstep: Class 4 contains 47754 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 27909 members 
Mstep: Class 7 contains 185713 members 
Mstep: Class 8 contains 13184 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 175026 members 
Mstep: Class 11 contains 202850 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 26693 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48685 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39375 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 191617 members 
Entering Unmasked Estep 
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Iteration 155Q: 21 clusters Score -1.443369e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 8008 members 
Mstep: Class 4 contains 47738 members 
Mstep: Class 5 contains 12312 members 
Mstep: Class 6 contains 27906 members 
Mstep: Class 7 contains 185594 members 
Mstep: Class 8 contains 12907 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 175077 members 
Mstep: Class 11 contains 202259 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 26693 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48667 members 
Mstep: Class 16 contains 12335 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39281 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 192482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337200.000000 Penalty: 68977.492188
Iteration 156Q: 21 clusters Score -1.443372e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 47709 members 
Mstep: Class 5 contains 12304 members 
Mstep: Class 6 contains 27902 members 
Mstep: Class 7 contains 185421 members 
Mstep: Class 8 contains 12620 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 175122 members 
Mstep: Class 11 contains 201846 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 26698 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48644 members 
Mstep: Class 16 contains 12449 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39180 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 193272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337120.000000 Penalty: 68977.492188
Iteration 157Q: 21 clusters Score -1.443371e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 8045 members 
Mstep: Class 4 contains 47691 members 
Mstep: Class 5 contains 12310 members 
Mstep: Class 6 contains 27903 members 
Mstep: Class 7 contains 185277 members 
Mstep: Class 8 contains 12333 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 175144 members 
Mstep: Class 11 contains 201444 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 26692 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48622 members 
Mstep: Class 16 contains 12569 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39109 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 194005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337072.000000 Penalty: 68977.492188
Iteration 158Q: 21 clusters Score -1.443371e+08 nChanged 2742
Entering ConstructFrom: 
Score: -144337072.000000 Penalty: 68977.492188
Entering ConstructFrom: 
Trying to split cluster 1 (94478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94478 members 
Entering Unmasked Estep 
Score: -12653601.000000 Penalty: 2841.118408
	Iteration 0F: 2 clusters Score -1.26536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -12590091.000000 Penalty: 5682.236816
	Iteration 0F: 3 clusters Score -1.259009e+07 nChanged 44828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -12615564.000000 Penalty: 5682.236816
	Iteration 1F: 3 clusters Score -1.261556e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -12616189.000000 Penalty: 5682.236816
	Iteration 2Q: 3 clusters Score -1.261619e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -12617008.000000 Penalty: 5682.236816
	Iteration 3Q: 3 clusters Score -1.261701e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -12618323.000000 Penalty: 5682.236816
	Iteration 4Q: 3 clusters Score -1.261832e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -12620679.000000 Penalty: 5682.236816
	Iteration 5Q: 3 clusters Score -1.262068e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -12624628.000000 Penalty: 5682.236816
	Iteration 6F: 3 clusters Score -1.262463e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -12630712.000000 Penalty: 5682.236816
	Iteration 7F: 3 clusters Score -1.263071e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -12638536.000000 Penalty: 5682.236816
	Iteration 8F: 3 clusters Score -1.263854e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 88533 members 
Entering Unmasked Estep 
Score: -12645327.000000 Penalty: 5682.236816
	Iteration 9F: 3 clusters Score -1.264533e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 92374 members 
Entering Unmasked Estep 
Score: -12649031.000000 Penalty: 5682.236816
	Iteration 10Q: 3 clusters Score -1.264903e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -12650444.000000 Penalty: 5682.236816
	Iteration 11Q: 3 clusters Score -1.265044e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 94151 members 
Entering Unmasked Estep 
Score: -12650877.000000 Penalty: 5682.236816
	Iteration 12Q: 3 clusters Score -1.265088e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -12651009.000000 Penalty: 5682.236816
	Iteration 13Q: 3 clusters Score -1.265101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 94262 members 
Entering Unmasked Estep 
Score: -12651059.000000 Penalty: 5682.236816
	Iteration 14Q: 3 clusters Score -1.265106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 94271 members 
Entering Unmasked Estep 
Score: -12651074.000000 Penalty: 5682.236816
	Iteration 15Q: 3 clusters Score -1.265107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 94278 members 
Entering Unmasked Estep 
Score: -12651093.000000 Penalty: 5682.236816
	Iteration 16Q: 3 clusters Score -1.265109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 94278 members 
Entering Unmasked Estep 
Score: -12651094.000000 Penalty: 5682.236816
	Iteration 17Q: 3 clusters Score -1.265109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -12651093.000000 Penalty: 5682.236816
	Iteration 18Q: 3 clusters Score -1.265109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 94282 members 
Entering Unmasked Estep 
Score: -12651096.000000 Penalty: 5682.236816
	Iteration 19Q: 3 clusters Score -1.26511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -12651094.000000 Penalty: 5682.236816
	Iteration 20F: 3 clusters Score -1.265109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 94284 members 
Entering Unmasked Estep 
Score: -12651101.000000 Penalty: 5682.236816
	Iteration 21Q: 3 clusters Score -1.26511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 94284 members 
Entering Unmasked Estep 
Score: -12651101.000000 Penalty: 5682.236816
	Iteration 22F: 3 clusters Score -1.26511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -272286.312500 Penalty: 1895.583740
	Iteration 0F: 2 clusters Score -272286.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -269601.218750 Penalty: 3791.167480
	Iteration 0F: 3 clusters Score -269601.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -270133.968750 Penalty: 3791.167480
	Iteration 1F: 3 clusters Score -270134 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -270300.656250 Penalty: 3791.167480
	Iteration 2F: 3 clusters Score -270300.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -270409.593750 Penalty: 3791.167480
	Iteration 3Q: 3 clusters Score -270409.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -270523.718750 Penalty: 3791.167480
	Iteration 4Q: 3 clusters Score -270523.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -270630.375000 Penalty: 3791.167480
	Iteration 5Q: 3 clusters Score -270630.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -270730.531250 Penalty: 3791.167480
	Iteration 6Q: 3 clusters Score -270730.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -270830.343750 Penalty: 3791.167480
	Iteration 7Q: 3 clusters Score -270830.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -270923.687500 Penalty: 3791.167480
	Iteration 8Q: 3 clusters Score -270923.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -271002.812500 Penalty: 3791.167480
	Iteration 9Q: 3 clusters Score -271002.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -271067.281250 Penalty: 3791.167480
	Iteration 10Q: 3 clusters Score -271067.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -271123.000000 Penalty: 3791.167480
	Iteration 11Q: 3 clusters Score -271123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -271158.906250 Penalty: 3791.167480
	Iteration 12Q: 3 clusters Score -271158.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -271186.656250 Penalty: 3791.167480
	Iteration 13Q: 3 clusters Score -271186.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -271203.750000 Penalty: 3791.167480
	Iteration 14Q: 3 clusters Score -271203.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -271222.062500 Penalty: 3791.167480
	Iteration 15Q: 3 clusters Score -271222.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -271240.406250 Penalty: 3791.167480
	Iteration 16Q: 3 clusters Score -271240.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -271252.500000 Penalty: 3791.167480
	Iteration 17Q: 3 clusters Score -271252.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -271258.593750 Penalty: 3791.167480
	Iteration 18Q: 3 clusters Score -271258.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -271265.562500 Penalty: 3791.167480
	Iteration 19Q: 3 clusters Score -271265.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -271271.625000 Penalty: 3791.167480
	Iteration 20F: 3 clusters Score -271271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -271273.500000 Penalty: 3791.167480
	Iteration 21Q: 3 clusters Score -271273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -271276.468750 Penalty: 3791.167480
	Iteration 22Q: 3 clusters Score -271276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -271279.687500 Penalty: 3791.167480
	Iteration 23Q: 3 clusters Score -271279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -271282.250000 Penalty: 3791.167480
	Iteration 24Q: 3 clusters Score -271282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -271285.343750 Penalty: 3791.167480
	Iteration 25Q: 3 clusters Score -271285.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -271289.187500 Penalty: 3791.167480
	Iteration 26Q: 3 clusters Score -271289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -271292.343750 Penalty: 3791.167480
	Iteration 27Q: 3 clusters Score -271292.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -271298.750000 Penalty: 3791.167480
	Iteration 28Q: 3 clusters Score -271298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -271305.687500 Penalty: 3791.167480
	Iteration 29Q: 3 clusters Score -271305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -271310.625000 Penalty: 3791.167480
	Iteration 30Q: 3 clusters Score -271310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -271314.718750 Penalty: 3791.167480
	Iteration 31Q: 3 clusters Score -271314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -271315.593750 Penalty: 3791.167480
	Iteration 32Q: 3 clusters Score -271315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -271316.843750 Penalty: 3791.167480
	Iteration 33Q: 3 clusters Score -271316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -271316.843750 Penalty: 3791.167480
	Iteration 34F: 3 clusters Score -271316.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Entering Unmasked Estep 
Score: -1083258.500000 Penalty: 2230.554688
	Iteration 0F: 2 clusters Score -1083258 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 4010 members 
Entering Unmasked Estep 
Score: -1076887.625000 Penalty: 4461.109375
	Iteration 0F: 3 clusters Score -1076888 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1078633.125000 Penalty: 4461.109375
	Iteration 1F: 3 clusters Score -1078633 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1078918.875000 Penalty: 4461.109375
	Iteration 2F: 3 clusters Score -1078919 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1079103.000000 Penalty: 4461.109375
	Iteration 3Q: 3 clusters Score -1079103 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1079296.375000 Penalty: 4461.109375
	Iteration 4Q: 3 clusters Score -1079296 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1079548.000000 Penalty: 4461.109375
	Iteration 5Q: 3 clusters Score -1079548 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1079850.250000 Penalty: 4461.109375
	Iteration 6F: 3 clusters Score -1079850 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1080189.250000 Penalty: 4461.109375
	Iteration 7F: 3 clusters Score -1080189 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1080549.250000 Penalty: 4461.109375
	Iteration 8F: 3 clusters Score -1080549 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1080911.875000 Penalty: 4461.109375
	Iteration 9F: 3 clusters Score -1080912 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1081228.125000 Penalty: 4461.109375
	Iteration 10Q: 3 clusters Score -1081228 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1081475.625000 Penalty: 4461.109375
	Iteration 11Q: 3 clusters Score -1081476 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1081630.000000 Penalty: 4461.109375
	Iteration 12Q: 3 clusters Score -1081630 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1081721.625000 Penalty: 4461.109375
	Iteration 13Q: 3 clusters Score -1081722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1081779.125000 Penalty: 4461.109375
	Iteration 14Q: 3 clusters Score -1081779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1081815.875000 Penalty: 4461.109375
	Iteration 15Q: 3 clusters Score -1081816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1081841.125000 Penalty: 4461.109375
	Iteration 16Q: 3 clusters Score -1081841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1081858.750000 Penalty: 4461.109375
	Iteration 17Q: 3 clusters Score -1081859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1081874.375000 Penalty: 4461.109375
	Iteration 18Q: 3 clusters Score -1081874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1081886.750000 Penalty: 4461.109375
	Iteration 19Q: 3 clusters Score -1081887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1081895.250000 Penalty: 4461.109375
	Iteration 20F: 3 clusters Score -1081895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1081907.375000 Penalty: 4461.109375
	Iteration 21Q: 3 clusters Score -1081907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1081917.625000 Penalty: 4461.109375
	Iteration 22Q: 3 clusters Score -1081918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1081926.000000 Penalty: 4461.109375
	Iteration 23Q: 3 clusters Score -1081926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1081932.625000 Penalty: 4461.109375
	Iteration 24Q: 3 clusters Score -1081933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1081936.625000 Penalty: 4461.109375
	Iteration 25Q: 3 clusters Score -1081937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1081940.625000 Penalty: 4461.109375
	Iteration 26Q: 3 clusters Score -1081941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1081942.500000 Penalty: 4461.109375
	Iteration 27Q: 3 clusters Score -1081942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1081947.250000 Penalty: 4461.109375
	Iteration 28Q: 3 clusters Score -1081947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1081949.250000 Penalty: 4461.109375
	Iteration 29Q: 3 clusters Score -1081949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1081952.875000 Penalty: 4461.109375
	Iteration 30Q: 3 clusters Score -1081953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1081956.875000 Penalty: 4461.109375
	Iteration 31Q: 3 clusters Score -1081957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1081957.875000 Penalty: 4461.109375
	Iteration 32Q: 3 clusters Score -1081958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1081959.625000 Penalty: 4461.109375
	Iteration 33Q: 3 clusters Score -1081960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1081960.125000 Penalty: 4461.109375
	Iteration 34Q: 3 clusters Score -1081960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1081960.000000 Penalty: 4461.109375
	Iteration 35Q: 3 clusters Score -1081960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1081960.375000 Penalty: 4461.109375
	Iteration 36Q: 3 clusters Score -1081960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1081960.375000 Penalty: 4461.109375
	Iteration 37F: 3 clusters Score -1081960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Entering Unmasked Estep 
Score: -6446049.000000 Penalty: 2671.423340
	Iteration 0F: 2 clusters Score -6446049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -6413822.500000 Penalty: 5342.846680
	Iteration 0F: 3 clusters Score -6413822 nChanged 22066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -6425895.500000 Penalty: 5342.846680
	Iteration 1F: 3 clusters Score -6425896 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -6426532.500000 Penalty: 5342.846680
	Iteration 2Q: 3 clusters Score -6426532 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -6427347.500000 Penalty: 5342.846680
	Iteration 3Q: 3 clusters Score -6427348 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -6428489.500000 Penalty: 5342.846680
	Iteration 4F: 3 clusters Score -6428490 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -6430414.500000 Penalty: 5342.846680
	Iteration 5F: 3 clusters Score -6430414 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -6433328.000000 Penalty: 5342.846680
	Iteration 6F: 3 clusters Score -6433328 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -6437176.500000 Penalty: 5342.846680
	Iteration 7F: 3 clusters Score -6437176 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -6440659.500000 Penalty: 5342.846680
	Iteration 8F: 3 clusters Score -6440660 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -6442634.000000 Penalty: 5342.846680
	Iteration 9Q: 3 clusters Score -6442634 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -6443391.000000 Penalty: 5342.846680
	Iteration 10Q: 3 clusters Score -6443391 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -6443655.000000 Penalty: 5342.846680
	Iteration 11Q: 3 clusters Score -6443655 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -6443785.500000 Penalty: 5342.846680
	Iteration 12Q: 3 clusters Score -6443786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -6443827.000000 Penalty: 5342.846680
	Iteration 13Q: 3 clusters Score -6443827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -6443856.000000 Penalty: 5342.846680
	Iteration 14Q: 3 clusters Score -6443856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -6443881.500000 Penalty: 5342.846680
	Iteration 15Q: 3 clusters Score -6443882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -6443894.000000 Penalty: 5342.846680
	Iteration 16Q: 3 clusters Score -6443894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -6443902.000000 Penalty: 5342.846680
	Iteration 17Q: 3 clusters Score -6443902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -6443897.500000 Penalty: 5342.846680
	Iteration 18Q: 3 clusters Score -6443898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -6443903.500000 Penalty: 5342.846680
	Iteration 19Q: 3 clusters Score -6443904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -6443907.000000 Penalty: 5342.846680
	Iteration 20F: 3 clusters Score -6443907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -6443910.000000 Penalty: 5342.846680
	Iteration 21Q: 3 clusters Score -6443910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -6443910.000000 Penalty: 5342.846680
	Iteration 22Q: 3 clusters Score -6443910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -6443914.000000 Penalty: 5342.846680
	Iteration 23Q: 3 clusters Score -6443914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -6443914.000000 Penalty: 5342.846680
	Iteration 24F: 3 clusters Score -6443914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Entering Unmasked Estep 
Score: -1559563.625000 Penalty: 2335.766113
	Iteration 0F: 2 clusters Score -1559564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1550445.250000 Penalty: 4671.532227
	Iteration 0F: 3 clusters Score -1550445 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1554370.000000 Penalty: 4671.532227
	Iteration 1F: 3 clusters Score -1554370 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1555891.500000 Penalty: 4671.532227
	Iteration 2F: 3 clusters Score -1555892 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1557152.500000 Penalty: 4671.532227
	Iteration 3F: 3 clusters Score -1557152 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1558020.500000 Penalty: 4671.532227
	Iteration 4F: 3 clusters Score -1558020 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1558515.375000 Penalty: 4671.532227
	Iteration 5F: 3 clusters Score -1558515 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1558818.500000 Penalty: 4671.532227
	Iteration 6Q: 3 clusters Score -1558818 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1559031.000000 Penalty: 4671.532227
	Iteration 7Q: 3 clusters Score -1559031 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1559204.375000 Penalty: 4671.532227
	Iteration 8Q: 3 clusters Score -1559204 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1559350.000000 Penalty: 4671.532227
	Iteration 9Q: 3 clusters Score -1559350 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1559489.625000 Penalty: 4671.532227
	Iteration 10Q: 3 clusters Score -1559490 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1559621.125000 Penalty: 4671.532227
	Iteration 11Q: 3 clusters Score -1559621 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1559726.000000 Penalty: 4671.532227
	Iteration 12Q: 3 clusters Score -1559726 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1559798.875000 Penalty: 4671.532227
	Iteration 13Q: 3 clusters Score -1559799 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1559879.875000 Penalty: 4671.532227
	Iteration 14Q: 3 clusters Score -1559880 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1559944.500000 Penalty: 4671.532227
	Iteration 15Q: 3 clusters Score -1559944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1559989.125000 Penalty: 4671.532227
	Iteration 16Q: 3 clusters Score -1559989 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1560034.625000 Penalty: 4671.532227
	Iteration 17Q: 3 clusters Score -1560035 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1560072.000000 Penalty: 4671.532227
	Iteration 18Q: 3 clusters Score -1560072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1560098.500000 Penalty: 4671.532227
	Iteration 19Q: 3 clusters Score -1560098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1560106.125000 Penalty: 4671.532227
	Iteration 20F: 3 clusters Score -1560106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1560126.500000 Penalty: 4671.532227
	Iteration 21Q: 3 clusters Score -1560126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1560134.000000 Penalty: 4671.532227
	Iteration 22Q: 3 clusters Score -1560134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1560145.125000 Penalty: 4671.532227
	Iteration 23Q: 3 clusters Score -1560145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1560150.750000 Penalty: 4671.532227
	Iteration 24Q: 3 clusters Score -1560151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1560150.250000 Penalty: 4671.532227
	Iteration 25Q: 3 clusters Score -1560150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1560152.500000 Penalty: 4671.532227
	Iteration 26Q: 3 clusters Score -1560152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1560155.125000 Penalty: 4671.532227
	Iteration 27Q: 3 clusters Score -1560155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1560163.500000 Penalty: 4671.532227
	Iteration 28Q: 3 clusters Score -1560164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1560167.375000 Penalty: 4671.532227
	Iteration 29Q: 3 clusters Score -1560167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1560169.875000 Penalty: 4671.532227
	Iteration 30Q: 3 clusters Score -1560170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1560174.125000 Penalty: 4671.532227
	Iteration 31Q: 3 clusters Score -1560174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1560175.875000 Penalty: 4671.532227
	Iteration 32Q: 3 clusters Score -1560176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1560180.000000 Penalty: 4671.532227
	Iteration 33Q: 3 clusters Score -1560180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1560177.750000 Penalty: 4671.532227
	Iteration 34Q: 3 clusters Score -1560178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1560183.875000 Penalty: 4671.532227
	Iteration 35Q: 3 clusters Score -1560184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1560181.625000 Penalty: 4671.532227
	Iteration 36Q: 3 clusters Score -1560182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1560181.625000 Penalty: 4671.532227
	Iteration 37F: 3 clusters Score -1560182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 8056 members 
Mstep: Class 4 contains 47661 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 27904 members 
Mstep: Class 7 contains 185111 members 
Mstep: Class 8 contains 12040 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 175190 members 
Mstep: Class 11 contains 201118 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 26696 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48599 members 
Mstep: Class 16 contains 12687 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39049 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 194669 members 
Mstep: Class 21 contains 1033 members 
Entering Unmasked Estep 
Score: -144336368.000000 Penalty: 72426.367188
Splitting cluster 5 changes total score from -144337072.000000 to -144336368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (27904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Entering Unmasked Estep 
Score: -3794176.000000 Penalty: 2538.658447
	Iteration 0F: 2 clusters Score -3794176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3774880.750000 Penalty: 5077.316895
	Iteration 0F: 3 clusters Score -3774881 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3781725.250000 Penalty: 5077.316895
	Iteration 1F: 3 clusters Score -3781725 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3782216.250000 Penalty: 5077.316895
	Iteration 2Q: 3 clusters Score -3782216 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3782623.750000 Penalty: 5077.316895
	Iteration 3Q: 3 clusters Score -3782624 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3782984.750000 Penalty: 5077.316895
	Iteration 4Q: 3 clusters Score -3782985 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3783396.500000 Penalty: 5077.316895
	Iteration 5Q: 3 clusters Score -3783396 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3783926.000000 Penalty: 5077.316895
	Iteration 6Q: 3 clusters Score -3783926 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3784522.750000 Penalty: 5077.316895
	Iteration 7Q: 3 clusters Score -3784523 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3785259.750000 Penalty: 5077.316895
	Iteration 8Q: 3 clusters Score -3785260 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3786242.000000 Penalty: 5077.316895
	Iteration 9F: 3 clusters Score -3786242 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3787299.000000 Penalty: 5077.316895
	Iteration 10F: 3 clusters Score -3787299 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3788242.000000 Penalty: 5077.316895
	Iteration 11Q: 3 clusters Score -3788242 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3789050.250000 Penalty: 5077.316895
	Iteration 12Q: 3 clusters Score -3789050 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3789719.500000 Penalty: 5077.316895
	Iteration 13Q: 3 clusters Score -3789720 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3790261.000000 Penalty: 5077.316895
	Iteration 14Q: 3 clusters Score -3790261 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3790680.000000 Penalty: 5077.316895
	Iteration 15Q: 3 clusters Score -3790680 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3790972.500000 Penalty: 5077.316895
	Iteration 16Q: 3 clusters Score -3790972 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3791178.500000 Penalty: 5077.316895
	Iteration 17Q: 3 clusters Score -3791178 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3791322.500000 Penalty: 5077.316895
	Iteration 18Q: 3 clusters Score -3791322 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3791452.000000 Penalty: 5077.316895
	Iteration 19Q: 3 clusters Score -3791452 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3791544.000000 Penalty: 5077.316895
	Iteration 20F: 3 clusters Score -3791544 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3791626.250000 Penalty: 5077.316895
	Iteration 21Q: 3 clusters Score -3791626 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3791687.000000 Penalty: 5077.316895
	Iteration 22Q: 3 clusters Score -3791687 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3791732.250000 Penalty: 5077.316895
	Iteration 23Q: 3 clusters Score -3791732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3791776.750000 Penalty: 5077.316895
	Iteration 24Q: 3 clusters Score -3791777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3791823.750000 Penalty: 5077.316895
	Iteration 25Q: 3 clusters Score -3791824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3791859.500000 Penalty: 5077.316895
	Iteration 26Q: 3 clusters Score -3791860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3791893.000000 Penalty: 5077.316895
	Iteration 27Q: 3 clusters Score -3791893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -3791928.250000 Penalty: 5077.316895
	Iteration 28Q: 3 clusters Score -3791928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3791969.000000 Penalty: 5077.316895
	Iteration 29Q: 3 clusters Score -3791969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3791986.000000 Penalty: 5077.316895
	Iteration 30Q: 3 clusters Score -3791986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3792008.750000 Penalty: 5077.316895
	Iteration 31Q: 3 clusters Score -3792009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3792022.000000 Penalty: 5077.316895
	Iteration 32Q: 3 clusters Score -3792022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3792032.250000 Penalty: 5077.316895
	Iteration 33Q: 3 clusters Score -3792032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3792042.000000 Penalty: 5077.316895
	Iteration 34Q: 3 clusters Score -3792042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3792047.000000 Penalty: 5077.316895
	Iteration 35Q: 3 clusters Score -3792047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3792054.250000 Penalty: 5077.316895
	Iteration 36Q: 3 clusters Score -3792054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3792055.500000 Penalty: 5077.316895
	Iteration 37Q: 3 clusters Score -3792056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3792055.000000 Penalty: 5077.316895
	Iteration 38Q: 3 clusters Score -3792055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3792056.250000 Penalty: 5077.316895
	Iteration 39Q: 3 clusters Score -3792056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3792056.250000 Penalty: 5077.316895
	Iteration 40F: 3 clusters Score -3792056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (185111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185111 members 
Entering Unmasked Estep 
Score: -24771742.000000 Penalty: 3007.920166
	Iteration 0F: 2 clusters Score -2.477174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -24652610.000000 Penalty: 6015.840332
	Iteration 0F: 3 clusters Score -2.465261e+07 nChanged 89291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83677 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -24705948.000000 Penalty: 6015.840332
	Iteration 1F: 3 clusters Score -2.470595e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78218 members 
Mstep: Class 2 contains 106893 members 
Entering Unmasked Estep 
Score: -24708270.000000 Penalty: 6015.840332
	Iteration 2Q: 3 clusters Score -2.470827e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 115222 members 
Entering Unmasked Estep 
Score: -24712524.000000 Penalty: 6015.840332
	Iteration 3Q: 3 clusters Score -2.471252e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 127318 members 
Entering Unmasked Estep 
Score: -24720586.000000 Penalty: 6015.840332
	Iteration 4F: 3 clusters Score -2.472059e+07 nChanged 16095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 143037 members 
Entering Unmasked Estep 
Score: -24733874.000000 Penalty: 6015.840332
	Iteration 5F: 3 clusters Score -2.473387e+07 nChanged 16848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 159643 members 
Entering Unmasked Estep 
Score: -24750082.000000 Penalty: 6015.840332
	Iteration 6F: 3 clusters Score -2.475008e+07 nChanged 13151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 172746 members 
Entering Unmasked Estep 
Score: -24761136.000000 Penalty: 6015.840332
	Iteration 7F: 3 clusters Score -2.476114e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 180036 members 
Entering Unmasked Estep 
Score: -24766336.000000 Penalty: 6015.840332
	Iteration 8Q: 3 clusters Score -2.476634e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 183185 members 
Entering Unmasked Estep 
Score: -24768450.000000 Penalty: 6015.840332
	Iteration 9Q: 3 clusters Score -2.476845e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 184230 members 
Entering Unmasked Estep 
Score: -24768960.000000 Penalty: 6015.840332
	Iteration 10Q: 3 clusters Score -2.476896e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 184562 members 
Entering Unmasked Estep 
Score: -24769030.000000 Penalty: 6015.840332
	Iteration 11Q: 3 clusters Score -2.476903e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 184694 members 
Entering Unmasked Estep 
Score: -24769124.000000 Penalty: 6015.840332
	Iteration 12Q: 3 clusters Score -2.476912e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 184741 members 
Entering Unmasked Estep 
Score: -24769142.000000 Penalty: 6015.840332
	Iteration 13Q: 3 clusters Score -2.476914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 184759 members 
Entering Unmasked Estep 
Score: -24769144.000000 Penalty: 6015.840332
	Iteration 14Q: 3 clusters Score -2.476914e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 184775 members 
Entering Unmasked Estep 
Score: -24769196.000000 Penalty: 6015.840332
	Iteration 15Q: 3 clusters Score -2.47692e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 184787 members 
Entering Unmasked Estep 
Score: -24769228.000000 Penalty: 6015.840332
	Iteration 16Q: 3 clusters Score -2.476923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 184798 members 
Entering Unmasked Estep 
Score: -24769246.000000 Penalty: 6015.840332
	Iteration 17Q: 3 clusters Score -2.476925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 184805 members 
Entering Unmasked Estep 
Score: -24769256.000000 Penalty: 6015.840332
	Iteration 18Q: 3 clusters Score -2.476926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 184812 members 
Entering Unmasked Estep 
Score: -24769266.000000 Penalty: 6015.840332
	Iteration 19Q: 3 clusters Score -2.476927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 184815 members 
Entering Unmasked Estep 
Score: -24769300.000000 Penalty: 6015.840332
	Iteration 20F: 3 clusters Score -2.47693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 184818 members 
Entering Unmasked Estep 
Score: -24769290.000000 Penalty: 6015.840332
	Iteration 21Q: 3 clusters Score -2.476929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 184820 members 
Entering Unmasked Estep 
Score: -24769292.000000 Penalty: 6015.840332
	Iteration 22Q: 3 clusters Score -2.476929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 184820 members 
Entering Unmasked Estep 
Score: -24769292.000000 Penalty: 6015.840332
	Iteration 23F: 3 clusters Score -2.476929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Entering Unmasked Estep 
Score: -1651386.000000 Penalty: 2330.205322
	Iteration 0F: 2 clusters Score -1651386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1642419.750000 Penalty: 4660.410645
	Iteration 0F: 3 clusters Score -1642420 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1645054.000000 Penalty: 4660.410645
	Iteration 1F: 3 clusters Score -1645054 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1645301.125000 Penalty: 4660.410645
	Iteration 2F: 3 clusters Score -1645301 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1645472.250000 Penalty: 4660.410645
	Iteration 3Q: 3 clusters Score -1645472 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1645607.625000 Penalty: 4660.410645
	Iteration 4Q: 3 clusters Score -1645608 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1645706.500000 Penalty: 4660.410645
	Iteration 5Q: 3 clusters Score -1645706 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1645788.250000 Penalty: 4660.410645
	Iteration 6Q: 3 clusters Score -1645788 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1645856.250000 Penalty: 4660.410645
	Iteration 7Q: 3 clusters Score -1645856 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1645905.500000 Penalty: 4660.410645
	Iteration 8Q: 3 clusters Score -1645906 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1645940.750000 Penalty: 4660.410645
	Iteration 9Q: 3 clusters Score -1645941 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1645973.000000 Penalty: 4660.410645
	Iteration 10Q: 3 clusters Score -1645973 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1645992.000000 Penalty: 4660.410645
	Iteration 11Q: 3 clusters Score -1645992 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1646015.500000 Penalty: 4660.410645
	Iteration 12Q: 3 clusters Score -1646016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1646023.125000 Penalty: 4660.410645
	Iteration 13Q: 3 clusters Score -1646023 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1646038.750000 Penalty: 4660.410645
	Iteration 14Q: 3 clusters Score -1646039 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1646050.750000 Penalty: 4660.410645
	Iteration 15Q: 3 clusters Score -1646051 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1646059.625000 Penalty: 4660.410645
	Iteration 16Q: 3 clusters Score -1646060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1646074.875000 Penalty: 4660.410645
	Iteration 17Q: 3 clusters Score -1646075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1646083.875000 Penalty: 4660.410645
	Iteration 18Q: 3 clusters Score -1646084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1646102.250000 Penalty: 4660.410645
	Iteration 19Q: 3 clusters Score -1646102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1646122.000000 Penalty: 4660.410645
	Iteration 20F: 3 clusters Score -1646122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1646131.125000 Penalty: 4660.410645
	Iteration 21Q: 3 clusters Score -1646131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1646155.625000 Penalty: 4660.410645
	Iteration 22Q: 3 clusters Score -1646156 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1646179.375000 Penalty: 4660.410645
	Iteration 23Q: 3 clusters Score -1646179 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1646198.875000 Penalty: 4660.410645
	Iteration 24Q: 3 clusters Score -1646199 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1646222.250000 Penalty: 4660.410645
	Iteration 25Q: 3 clusters Score -1646222 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1646245.875000 Penalty: 4660.410645
	Iteration 26Q: 3 clusters Score -1646246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1646278.500000 Penalty: 4660.410645
	Iteration 27Q: 3 clusters Score -1646278 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1646318.375000 Penalty: 4660.410645
	Iteration 28Q: 3 clusters Score -1646318 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1646362.250000 Penalty: 4660.410645
	Iteration 29Q: 3 clusters Score -1646362 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1646396.250000 Penalty: 4660.410645
	Iteration 30Q: 3 clusters Score -1646396 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1646446.375000 Penalty: 4660.410645
	Iteration 31Q: 3 clusters Score -1646446 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1646511.000000 Penalty: 4660.410645
	Iteration 32Q: 3 clusters Score -1646511 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1646592.250000 Penalty: 4660.410645
	Iteration 33Q: 3 clusters Score -1646592 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1646684.750000 Penalty: 4660.410645
	Iteration 34Q: 3 clusters Score -1646685 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1646816.500000 Penalty: 4660.410645
	Iteration 35Q: 3 clusters Score -1646816 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1647013.250000 Penalty: 4660.410645
	Iteration 36Q: 3 clusters Score -1647013 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1647231.500000 Penalty: 4660.410645
	Iteration 37Q: 3 clusters Score -1647232 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1647479.000000 Penalty: 4660.410645
	Iteration 38Q: 3 clusters Score -1647479 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1647708.750000 Penalty: 4660.410645
	Iteration 39Q: 3 clusters Score -1647709 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1647927.250000 Penalty: 4660.410645
	Iteration 40F: 3 clusters Score -1647927 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1648148.625000 Penalty: 4660.410645
	Iteration 41Q: 3 clusters Score -1648149 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1648346.375000 Penalty: 4660.410645
	Iteration 42Q: 3 clusters Score -1648346 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1648526.750000 Penalty: 4660.410645
	Iteration 43Q: 3 clusters Score -1648527 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1648672.250000 Penalty: 4660.410645
	Iteration 44Q: 3 clusters Score -1648672 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1648803.250000 Penalty: 4660.410645
	Iteration 45Q: 3 clusters Score -1648803 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1648908.250000 Penalty: 4660.410645
	Iteration 46Q: 3 clusters Score -1648908 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1648998.375000 Penalty: 4660.410645
	Iteration 47Q: 3 clusters Score -1648998 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1649084.875000 Penalty: 4660.410645
	Iteration 48Q: 3 clusters Score -1649085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1649141.750000 Penalty: 4660.410645
	Iteration 49Q: 3 clusters Score -1649142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1649182.000000 Penalty: 4660.410645
	Iteration 50Q: 3 clusters Score -1649182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1649225.000000 Penalty: 4660.410645
	Iteration 51Q: 3 clusters Score -1649225 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1649270.000000 Penalty: 4660.410645
	Iteration 52Q: 3 clusters Score -1649270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1649291.625000 Penalty: 4660.410645
	Iteration 53Q: 3 clusters Score -1649292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1649313.125000 Penalty: 4660.410645
	Iteration 54Q: 3 clusters Score -1649313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1649322.750000 Penalty: 4660.410645
	Iteration 55Q: 3 clusters Score -1649323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1649330.250000 Penalty: 4660.410645
	Iteration 56Q: 3 clusters Score -1649330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1649334.625000 Penalty: 4660.410645
	Iteration 57Q: 3 clusters Score -1649335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1649339.625000 Penalty: 4660.410645
	Iteration 58Q: 3 clusters Score -1649340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1649343.375000 Penalty: 4660.410645
	Iteration 59Q: 3 clusters Score -1649343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1649349.625000 Penalty: 4660.410645
	Iteration 60F: 3 clusters Score -1649350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1649353.875000 Penalty: 4660.410645
	Iteration 61Q: 3 clusters Score -1649354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1649363.375000 Penalty: 4660.410645
	Iteration 62Q: 3 clusters Score -1649363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1649366.500000 Penalty: 4660.410645
	Iteration 63Q: 3 clusters Score -1649366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1649369.125000 Penalty: 4660.410645
	Iteration 64Q: 3 clusters Score -1649369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1649368.125000 Penalty: 4660.410645
	Iteration 65Q: 3 clusters Score -1649368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1649371.125000 Penalty: 4660.410645
	Iteration 66Q: 3 clusters Score -1649371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1649372.500000 Penalty: 4660.410645
	Iteration 67Q: 3 clusters Score -1649372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1649375.625000 Penalty: 4660.410645
	Iteration 68Q: 3 clusters Score -1649376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1649378.750000 Penalty: 4660.410645
	Iteration 69Q: 3 clusters Score -1649379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1649381.125000 Penalty: 4660.410645
	Iteration 70Q: 3 clusters Score -1649381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1649382.875000 Penalty: 4660.410645
	Iteration 71Q: 3 clusters Score -1649383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1649383.750000 Penalty: 4660.410645
	Iteration 72Q: 3 clusters Score -1649384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1649383.750000 Penalty: 4660.410645
	Iteration 73F: 3 clusters Score -1649384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -107577.164062 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -107577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105864.445312 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -105864.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106701.265625 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -106701.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -107356.062500 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -107356.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107947.382812 Penalty: 3400.282715
	Iteration 3F: 3 clusters Score -107947.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -108437.171875 Penalty: 3400.282715
	Iteration 4F: 3 clusters Score -108437.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -108658.968750 Penalty: 3400.282715
	Iteration 5Q: 3 clusters Score -108659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108696.890625 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -108696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -108712.179688 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -108712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108717.054688 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -108717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108717.054688 Penalty: 3400.282715
	Iteration 9F: 3 clusters Score -108717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 8056 members 
Mstep: Class 4 contains 47661 members 
Mstep: Class 5 contains 12313 members 
Mstep: Class 6 contains 27904 members 
Mstep: Class 7 contains 185111 members 
Mstep: Class 8 contains 12040 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 175190 members 
Mstep: Class 11 contains 201118 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 26696 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48599 members 
Mstep: Class 16 contains 12687 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39049 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 194669 members 
Mstep: Class 21 contains 385 members 
Entering Unmasked Estep 
Score: -144336528.000000 Penalty: 72426.367188
Splitting cluster 9 changes total score from -144337072.000000 to -144336528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (175190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175190 members 
Entering Unmasked Estep 
Score: -23627588.000000 Penalty: 2994.259277
	Iteration 0F: 2 clusters Score -2.362759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -23514678.000000 Penalty: 5988.518555
	Iteration 0F: 3 clusters Score -2.351468e+07 nChanged 84292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -23564500.000000 Penalty: 5988.518555
	Iteration 1F: 3 clusters Score -2.35645e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -23566070.000000 Penalty: 5988.518555
	Iteration 2Q: 3 clusters Score -2.356607e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -23568896.000000 Penalty: 5988.518555
	Iteration 3Q: 3 clusters Score -2.35689e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -23574342.000000 Penalty: 5988.518555
	Iteration 4F: 3 clusters Score -2.357434e+07 nChanged 13020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120297 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -23583500.000000 Penalty: 5988.518555
	Iteration 5F: 3 clusters Score -2.35835e+07 nChanged 14853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133112 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -23596392.000000 Penalty: 5988.518555
	Iteration 6F: 3 clusters Score -2.359639e+07 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145031 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -23608966.000000 Penalty: 5988.518555
	Iteration 7F: 3 clusters Score -2.360897e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -23617688.000000 Penalty: 5988.518555
	Iteration 8F: 3 clusters Score -2.361769e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157911 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -23622286.000000 Penalty: 5988.518555
	Iteration 9Q: 3 clusters Score -2.362229e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160778 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -23624402.000000 Penalty: 5988.518555
	Iteration 10Q: 3 clusters Score -2.36244e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162954 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -23625328.000000 Penalty: 5988.518555
	Iteration 11Q: 3 clusters Score -2.362533e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164798 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -23625904.000000 Penalty: 5988.518555
	Iteration 12Q: 3 clusters Score -2.36259e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166364 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -23626344.000000 Penalty: 5988.518555
	Iteration 13Q: 3 clusters Score -2.362634e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167704 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -23626374.000000 Penalty: 5988.518555
	Iteration 14Q: 3 clusters Score -2.362637e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168841 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -23626452.000000 Penalty: 5988.518555
	Iteration 15Q: 3 clusters Score -2.362645e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169787 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -23626444.000000 Penalty: 5988.518555
	Iteration 16Q: 3 clusters Score -2.362644e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170564 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -23626444.000000 Penalty: 5988.518555
	Iteration 17Q: 3 clusters Score -2.362644e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171204 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -23626290.000000 Penalty: 5988.518555
	Iteration 18Q: 3 clusters Score -2.362629e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171694 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -23626350.000000 Penalty: 5988.518555
	Iteration 19Q: 3 clusters Score -2.362635e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172096 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23626266.000000 Penalty: 5988.518555
	Iteration 20F: 3 clusters Score -2.362627e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172432 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -23626178.000000 Penalty: 5988.518555
	Iteration 21Q: 3 clusters Score -2.362618e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172703 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -23626132.000000 Penalty: 5988.518555
	Iteration 22Q: 3 clusters Score -2.362613e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172902 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -23626092.000000 Penalty: 5988.518555
	Iteration 23Q: 3 clusters Score -2.362609e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173039 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -23626022.000000 Penalty: 5988.518555
	Iteration 24Q: 3 clusters Score -2.362602e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173146 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -23626010.000000 Penalty: 5988.518555
	Iteration 25Q: 3 clusters Score -2.362601e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173240 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -23626024.000000 Penalty: 5988.518555
	Iteration 26Q: 3 clusters Score -2.362602e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173312 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -23626022.000000 Penalty: 5988.518555
	Iteration 27Q: 3 clusters Score -2.362602e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -23626016.000000 Penalty: 5988.518555
	Iteration 28Q: 3 clusters Score -2.362602e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173416 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -23626036.000000 Penalty: 5988.518555
	Iteration 29Q: 3 clusters Score -2.362604e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173466 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -23626002.000000 Penalty: 5988.518555
	Iteration 30Q: 3 clusters Score -2.3626e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173505 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -23626006.000000 Penalty: 5988.518555
	Iteration 31Q: 3 clusters Score -2.362601e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173533 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -23625990.000000 Penalty: 5988.518555
	Iteration 32Q: 3 clusters Score -2.362599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173555 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -23625940.000000 Penalty: 5988.518555
	Iteration 33Q: 3 clusters Score -2.362594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173570 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -23625944.000000 Penalty: 5988.518555
	Iteration 34Q: 3 clusters Score -2.362594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173580 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -23625954.000000 Penalty: 5988.518555
	Iteration 35Q: 3 clusters Score -2.362595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173594 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -23625920.000000 Penalty: 5988.518555
	Iteration 36Q: 3 clusters Score -2.362592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173604 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -23625934.000000 Penalty: 5988.518555
	Iteration 37Q: 3 clusters Score -2.362593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173615 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23625938.000000 Penalty: 5988.518555
	Iteration 38Q: 3 clusters Score -2.362594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173625 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -23625958.000000 Penalty: 5988.518555
	Iteration 39Q: 3 clusters Score -2.362596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173634 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -23625942.000000 Penalty: 5988.518555
	Iteration 40F: 3 clusters Score -2.362594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173648 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -23625966.000000 Penalty: 5988.518555
	Iteration 41Q: 3 clusters Score -2.362597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173661 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -23625952.000000 Penalty: 5988.518555
	Iteration 42Q: 3 clusters Score -2.362595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173669 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -23625932.000000 Penalty: 5988.518555
	Iteration 43Q: 3 clusters Score -2.362593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173675 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -23625920.000000 Penalty: 5988.518555
	Iteration 44Q: 3 clusters Score -2.362592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173680 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -23625932.000000 Penalty: 5988.518555
	Iteration 45Q: 3 clusters Score -2.362593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173683 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -23625932.000000 Penalty: 5988.518555
	Iteration 46Q: 3 clusters Score -2.362593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173688 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -23625936.000000 Penalty: 5988.518555
	Iteration 47Q: 3 clusters Score -2.362594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173697 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -23625918.000000 Penalty: 5988.518555
	Iteration 48Q: 3 clusters Score -2.362592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173699 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -23625926.000000 Penalty: 5988.518555
	Iteration 49Q: 3 clusters Score -2.362593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173700 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -23625938.000000 Penalty: 5988.518555
	Iteration 50Q: 3 clusters Score -2.362594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173704 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -23625942.000000 Penalty: 5988.518555
	Iteration 51Q: 3 clusters Score -2.362594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173705 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -23625938.000000 Penalty: 5988.518555
	Iteration 52Q: 3 clusters Score -2.362594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173707 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -23625948.000000 Penalty: 5988.518555
	Iteration 53Q: 3 clusters Score -2.362595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173711 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -23625944.000000 Penalty: 5988.518555
	Iteration 54Q: 3 clusters Score -2.362594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173714 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -23625934.000000 Penalty: 5988.518555
	Iteration 55Q: 3 clusters Score -2.362593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173715 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -23625942.000000 Penalty: 5988.518555
	Iteration 56Q: 3 clusters Score -2.362594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173714 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -23625946.000000 Penalty: 5988.518555
	Iteration 57Q: 3 clusters Score -2.362595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173714 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -23625946.000000 Penalty: 5988.518555
	Iteration 58F: 3 clusters Score -2.362595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (201118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201118 members 
Entering Unmasked Estep 
Score: -26950284.000000 Penalty: 3028.488525
	Iteration 0F: 2 clusters Score -2.695028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -26821644.000000 Penalty: 6056.977051
	Iteration 0F: 3 clusters Score -2.682164e+07 nChanged 96783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 102308 members 
Entering Unmasked Estep 
Score: -26878330.000000 Penalty: 6056.977051
	Iteration 1F: 3 clusters Score -2.687833e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97299 members 
Mstep: Class 2 contains 103819 members 
Entering Unmasked Estep 
Score: -26879352.000000 Penalty: 6056.977051
	Iteration 2Q: 3 clusters Score -2.687935e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95037 members 
Mstep: Class 2 contains 106081 members 
Entering Unmasked Estep 
Score: -26880586.000000 Penalty: 6056.977051
	Iteration 3Q: 3 clusters Score -2.688059e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 109498 members 
Entering Unmasked Estep 
Score: -26882060.000000 Penalty: 6056.977051
	Iteration 4Q: 3 clusters Score -2.688206e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86497 members 
Mstep: Class 2 contains 114621 members 
Entering Unmasked Estep 
Score: -26884814.000000 Penalty: 6056.977051
	Iteration 5Q: 3 clusters Score -2.688481e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 122011 members 
Entering Unmasked Estep 
Score: -26889046.000000 Penalty: 6056.977051
	Iteration 6Q: 3 clusters Score -2.688905e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69024 members 
Mstep: Class 2 contains 132094 members 
Entering Unmasked Estep 
Score: -26896008.000000 Penalty: 6056.977051
	Iteration 7F: 3 clusters Score -2.689601e+07 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 144609 members 
Entering Unmasked Estep 
Score: -26906004.000000 Penalty: 6056.977051
	Iteration 8F: 3 clusters Score -2.6906e+07 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -26917384.000000 Penalty: 6056.977051
	Iteration 9F: 3 clusters Score -2.691738e+07 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 170715 members 
Entering Unmasked Estep 
Score: -26927008.000000 Penalty: 6056.977051
	Iteration 10F: 3 clusters Score -2.692701e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 180918 members 
Entering Unmasked Estep 
Score: -26934590.000000 Penalty: 6056.977051
	Iteration 11F: 3 clusters Score -2.693459e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 188589 members 
Entering Unmasked Estep 
Score: -26939950.000000 Penalty: 6056.977051
	Iteration 12Q: 3 clusters Score -2.693995e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 193822 members 
Entering Unmasked Estep 
Score: -26943324.000000 Penalty: 6056.977051
	Iteration 13Q: 3 clusters Score -2.694332e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 197061 members 
Entering Unmasked Estep 
Score: -26945242.000000 Penalty: 6056.977051
	Iteration 14Q: 3 clusters Score -2.694524e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 198912 members 
Entering Unmasked Estep 
Score: -26946300.000000 Penalty: 6056.977051
	Iteration 15Q: 3 clusters Score -2.69463e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 199847 members 
Entering Unmasked Estep 
Score: -26946928.000000 Penalty: 6056.977051
	Iteration 16Q: 3 clusters Score -2.694693e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 200320 members 
Entering Unmasked Estep 
Score: -26947248.000000 Penalty: 6056.977051
	Iteration 17Q: 3 clusters Score -2.694725e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 200549 members 
Entering Unmasked Estep 
Score: -26947418.000000 Penalty: 6056.977051
	Iteration 18Q: 3 clusters Score -2.694742e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 200648 members 
Entering Unmasked Estep 
Score: -26947498.000000 Penalty: 6056.977051
	Iteration 19Q: 3 clusters Score -2.69475e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 200692 members 
Entering Unmasked Estep 
Score: -26947544.000000 Penalty: 6056.977051
	Iteration 20F: 3 clusters Score -2.694754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 200712 members 
Entering Unmasked Estep 
Score: -26947568.000000 Penalty: 6056.977051
	Iteration 21Q: 3 clusters Score -2.694757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 200723 members 
Entering Unmasked Estep 
Score: -26947570.000000 Penalty: 6056.977051
	Iteration 22Q: 3 clusters Score -2.694757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 200726 members 
Entering Unmasked Estep 
Score: -26947576.000000 Penalty: 6056.977051
	Iteration 23Q: 3 clusters Score -2.694758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 200733 members 
Entering Unmasked Estep 
Score: -26947590.000000 Penalty: 6056.977051
	Iteration 24Q: 3 clusters Score -2.694759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 200739 members 
Entering Unmasked Estep 
Score: -26947608.000000 Penalty: 6056.977051
	Iteration 25Q: 3 clusters Score -2.694761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 200743 members 
Entering Unmasked Estep 
Score: -26947604.000000 Penalty: 6056.977051
	Iteration 26Q: 3 clusters Score -2.69476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 200744 members 
Entering Unmasked Estep 
Score: -26947602.000000 Penalty: 6056.977051
	Iteration 27Q: 3 clusters Score -2.69476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 200744 members 
Entering Unmasked Estep 
Score: -26947614.000000 Penalty: 6056.977051
	Iteration 28Q: 3 clusters Score -2.694761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 200747 members 
Entering Unmasked Estep 
Score: -26947622.000000 Penalty: 6056.977051
	Iteration 29Q: 3 clusters Score -2.694762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 200748 members 
Entering Unmasked Estep 
Score: -26947614.000000 Penalty: 6056.977051
	Iteration 30Q: 3 clusters Score -2.694761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 200750 members 
Entering Unmasked Estep 
Score: -26947616.000000 Penalty: 6056.977051
	Iteration 31Q: 3 clusters Score -2.694762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 200750 members 
Entering Unmasked Estep 
Score: -26947622.000000 Penalty: 6056.977051
	Iteration 32Q: 3 clusters Score -2.694762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 200751 members 
Entering Unmasked Estep 
Score: -26947618.000000 Penalty: 6056.977051
	Iteration 33Q: 3 clusters Score -2.694762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 200752 members 
Entering Unmasked Estep 
Score: -26947622.000000 Penalty: 6056.977051
	Iteration 34Q: 3 clusters Score -2.694762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 200753 members 
Entering Unmasked Estep 
Score: -26947628.000000 Penalty: 6056.977051
	Iteration 35Q: 3 clusters Score -2.694763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 200755 members 
Entering Unmasked Estep 
Score: -26947632.000000 Penalty: 6056.977051
	Iteration 36Q: 3 clusters Score -2.694763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 200756 members 
Entering Unmasked Estep 
Score: -26947624.000000 Penalty: 6056.977051
	Iteration 37Q: 3 clusters Score -2.694762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 200757 members 
Entering Unmasked Estep 
Score: -26947642.000000 Penalty: 6056.977051
	Iteration 38Q: 3 clusters Score -2.694764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 200758 members 
Entering Unmasked Estep 
Score: -26947654.000000 Penalty: 6056.977051
	Iteration 39Q: 3 clusters Score -2.694765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 200761 members 
Entering Unmasked Estep 
Score: -26947646.000000 Penalty: 6056.977051
	Iteration 40F: 3 clusters Score -2.694765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 200762 members 
Entering Unmasked Estep 
Score: -26947642.000000 Penalty: 6056.977051
	Iteration 41Q: 3 clusters Score -2.694764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 200763 members 
Entering Unmasked Estep 
Score: -26947638.000000 Penalty: 6056.977051
	Iteration 42Q: 3 clusters Score -2.694764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 200764 members 
Entering Unmasked Estep 
Score: -26947640.000000 Penalty: 6056.977051
	Iteration 43Q: 3 clusters Score -2.694764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 200764 members 
Entering Unmasked Estep 
Score: -26947640.000000 Penalty: 6056.977051
	Iteration 44F: 3 clusters Score -2.694764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -164425.390625 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -164425.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -162294.000000 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -162294 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -162599.109375 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -162599.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -162697.734375 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -162697.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -162745.656250 Penalty: 3538.906006
	Iteration 3Q: 3 clusters Score -162745.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -162765.328125 Penalty: 3538.906006
	Iteration 4Q: 3 clusters Score -162765.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -162774.921875 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -162774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -162783.218750 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -162783.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -162788.546875 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -162788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -162789.734375 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -162789.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -162789.734375 Penalty: 3538.906006
	Iteration 9F: 3 clusters Score -162789.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Entering Unmasked Estep 
Score: -3631765.500000 Penalty: 2527.682861
	Iteration 0F: 2 clusters Score -3631766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3613243.500000 Penalty: 5055.365723
	Iteration 0F: 3 clusters Score -3613244 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3619761.750000 Penalty: 5055.365723
	Iteration 1F: 3 clusters Score -3619762 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3620246.750000 Penalty: 5055.365723
	Iteration 2F: 3 clusters Score -3620247 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3620750.750000 Penalty: 5055.365723
	Iteration 3Q: 3 clusters Score -3620751 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3621268.250000 Penalty: 5055.365723
	Iteration 4Q: 3 clusters Score -3621268 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3621928.500000 Penalty: 5055.365723
	Iteration 5Q: 3 clusters Score -3621928 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3622831.000000 Penalty: 5055.365723
	Iteration 6F: 3 clusters Score -3622831 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3624128.500000 Penalty: 5055.365723
	Iteration 7F: 3 clusters Score -3624128 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3625609.000000 Penalty: 5055.365723
	Iteration 8F: 3 clusters Score -3625609 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3627070.500000 Penalty: 5055.365723
	Iteration 9F: 3 clusters Score -3627070 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3628312.500000 Penalty: 5055.365723
	Iteration 10F: 3 clusters Score -3628312 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3629142.250000 Penalty: 5055.365723
	Iteration 11Q: 3 clusters Score -3629142 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3629754.000000 Penalty: 5055.365723
	Iteration 12Q: 3 clusters Score -3629754 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3630184.750000 Penalty: 5055.365723
	Iteration 13Q: 3 clusters Score -3630185 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3630460.500000 Penalty: 5055.365723
	Iteration 14Q: 3 clusters Score -3630460 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3630620.250000 Penalty: 5055.365723
	Iteration 15Q: 3 clusters Score -3630620 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3630750.250000 Penalty: 5055.365723
	Iteration 16Q: 3 clusters Score -3630750 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3630838.250000 Penalty: 5055.365723
	Iteration 17Q: 3 clusters Score -3630838 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3630912.000000 Penalty: 5055.365723
	Iteration 18Q: 3 clusters Score -3630912 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3630950.250000 Penalty: 5055.365723
	Iteration 19Q: 3 clusters Score -3630950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3630964.500000 Penalty: 5055.365723
	Iteration 20F: 3 clusters Score -3630964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3630982.500000 Penalty: 5055.365723
	Iteration 21Q: 3 clusters Score -3630982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3630983.500000 Penalty: 5055.365723
	Iteration 22Q: 3 clusters Score -3630984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3630988.500000 Penalty: 5055.365723
	Iteration 23Q: 3 clusters Score -3630988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3630990.000000 Penalty: 5055.365723
	Iteration 24Q: 3 clusters Score -3630990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3630998.250000 Penalty: 5055.365723
	Iteration 25Q: 3 clusters Score -3630998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3630986.000000 Penalty: 5055.365723
	Iteration 26Q: 3 clusters Score -3630986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3630991.500000 Penalty: 5055.365723
	Iteration 27Q: 3 clusters Score -3630992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3630994.750000 Penalty: 5055.365723
	Iteration 28Q: 3 clusters Score -3630995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3630994.750000 Penalty: 5055.365723
	Iteration 29Q: 3 clusters Score -3630995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3630995.250000 Penalty: 5055.365723
	Iteration 30Q: 3 clusters Score -3630995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3630996.750000 Penalty: 5055.365723
	Iteration 31Q: 3 clusters Score -3630997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3630998.500000 Penalty: 5055.365723
	Iteration 32Q: 3 clusters Score -3630998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3630997.750000 Penalty: 5055.365723
	Iteration 33Q: 3 clusters Score -3630998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3630999.000000 Penalty: 5055.365723
	Iteration 34Q: 3 clusters Score -3630999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3630997.500000 Penalty: 5055.365723
	Iteration 35Q: 3 clusters Score -3630998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3631003.250000 Penalty: 5055.365723
	Iteration 36Q: 3 clusters Score -3631003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3631005.750000 Penalty: 5055.365723
	Iteration 37Q: 3 clusters Score -3631006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3631003.750000 Penalty: 5055.365723
	Iteration 38Q: 3 clusters Score -3631004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3631010.000000 Penalty: 5055.365723
	Iteration 39Q: 3 clusters Score -3631010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3631012.750000 Penalty: 5055.365723
	Iteration 40F: 3 clusters Score -3631013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3631007.750000 Penalty: 5055.365723
	Iteration 41Q: 3 clusters Score -3631008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3631009.750000 Penalty: 5055.365723
	Iteration 42Q: 3 clusters Score -3631010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3631010.500000 Penalty: 5055.365723
	Iteration 43Q: 3 clusters Score -3631010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3631012.000000 Penalty: 5055.365723
	Iteration 44Q: 3 clusters Score -3631012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3631012.000000 Penalty: 5055.365723
	Iteration 45F: 3 clusters Score -3631012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -159188.468750 Penalty: 1778.570801
	Iteration 0F: 2 clusters Score -159188.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -157001.765625 Penalty: 3557.141602
	Iteration 0F: 3 clusters Score -157001.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157324.765625 Penalty: 3557.141602
	Iteration 1F: 3 clusters Score -157324.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -157464.687500 Penalty: 3557.141602
	Iteration 2F: 3 clusters Score -157464.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -157570.109375 Penalty: 3557.141602
	Iteration 3F: 3 clusters Score -157570.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -157698.125000 Penalty: 3557.141602
	Iteration 4Q: 3 clusters Score -157698.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157819.828125 Penalty: 3557.141602
	Iteration 5Q: 3 clusters Score -157819.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -157924.671875 Penalty: 3557.141602
	Iteration 6Q: 3 clusters Score -157924.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -158020.921875 Penalty: 3557.141602
	Iteration 7Q: 3 clusters Score -158020.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -158117.296875 Penalty: 3557.141602
	Iteration 8Q: 3 clusters Score -158117.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -158235.781250 Penalty: 3557.141602
	Iteration 9Q: 3 clusters Score -158235.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -158417.000000 Penalty: 3557.141602
	Iteration 10Q: 3 clusters Score -158417 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158741.828125 Penalty: 3557.141602
	Iteration 11Q: 3 clusters Score -158741.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159273.062500 Penalty: 3557.141602
	Iteration 12F: 3 clusters Score -159273.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159457.062500 Penalty: 3557.141602
	Iteration 13Q: 3 clusters Score -159457.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159520.218750 Penalty: 3557.141602
	Iteration 14Q: 3 clusters Score -159520.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -159567.406250 Penalty: 3557.141602
	Iteration 15Q: 3 clusters Score -159567.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -159608.750000 Penalty: 3557.141602
	Iteration 16Q: 3 clusters Score -159608.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -159639.718750 Penalty: 3557.141602
	Iteration 17Q: 3 clusters Score -159639.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159693.937500 Penalty: 3557.141602
	Iteration 18Q: 3 clusters Score -159693.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159759.609375 Penalty: 3557.141602
	Iteration 19Q: 3 clusters Score -159759.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -159804.171875 Penalty: 3557.141602
	Iteration 20F: 3 clusters Score -159804.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -159832.250000 Penalty: 3557.141602
	Iteration 21Q: 3 clusters Score -159832.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -159871.890625 Penalty: 3557.141602
	Iteration 22Q: 3 clusters Score -159871.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -159952.968750 Penalty: 3557.141602
	Iteration 23Q: 3 clusters Score -159953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -160048.406250 Penalty: 3557.141602
	Iteration 24Q: 3 clusters Score -160048.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160085.765625 Penalty: 3557.141602
	Iteration 25Q: 3 clusters Score -160085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160085.765625 Penalty: 3557.141602
	Iteration 26F: 3 clusters Score -160085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 8056 members 
Mstep: Class 4 contains 47661 members 
Mstep: Class 5 contains 12313 members 
Mstep: Class 6 contains 27904 members 
Mstep: Class 7 contains 185111 members 
Mstep: Class 8 contains 12040 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 175190 members 
Mstep: Class 11 contains 201118 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 26696 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 48599 members 
Mstep: Class 16 contains 12687 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39049 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 194669 members 
Mstep: Class 21 contains 861 members 
Entering Unmasked Estep 
Score: -144336112.000000 Penalty: 72426.367188
Splitting cluster 14 changes total score from -144337072.000000 to -144336112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (48599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Entering Unmasked Estep 
Score: -6343705.500000 Penalty: 2676.256836
	Iteration 0F: 2 clusters Score -6343706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -6310890.500000 Penalty: 5352.513672
	Iteration 0F: 3 clusters Score -6310890 nChanged 22640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -6322881.000000 Penalty: 5352.513672
	Iteration 1F: 3 clusters Score -6322881 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -6323394.500000 Penalty: 5352.513672
	Iteration 2Q: 3 clusters Score -6323394 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -6323889.500000 Penalty: 5352.513672
	Iteration 3Q: 3 clusters Score -6323890 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -6324457.000000 Penalty: 5352.513672
	Iteration 4Q: 3 clusters Score -6324457 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -6325080.500000 Penalty: 5352.513672
	Iteration 5Q: 3 clusters Score -6325080 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -6326091.500000 Penalty: 5352.513672
	Iteration 6Q: 3 clusters Score -6326092 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -6327490.500000 Penalty: 5352.513672
	Iteration 7F: 3 clusters Score -6327490 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -6329441.500000 Penalty: 5352.513672
	Iteration 8F: 3 clusters Score -6329442 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -6331987.000000 Penalty: 5352.513672
	Iteration 9F: 3 clusters Score -6331987 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -6334490.500000 Penalty: 5352.513672
	Iteration 10F: 3 clusters Score -6334490 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -6336811.000000 Penalty: 5352.513672
	Iteration 11F: 3 clusters Score -6336811 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6338958.500000 Penalty: 5352.513672
	Iteration 12Q: 3 clusters Score -6338958 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6340464.000000 Penalty: 5352.513672
	Iteration 13Q: 3 clusters Score -6340464 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6341025.500000 Penalty: 5352.513672
	Iteration 14Q: 3 clusters Score -6341026 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6341229.500000 Penalty: 5352.513672
	Iteration 15Q: 3 clusters Score -6341230 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6341319.000000 Penalty: 5352.513672
	Iteration 16Q: 3 clusters Score -6341319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6341361.500000 Penalty: 5352.513672
	Iteration 17Q: 3 clusters Score -6341362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6341389.500000 Penalty: 5352.513672
	Iteration 18Q: 3 clusters Score -6341390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6341398.000000 Penalty: 5352.513672
	Iteration 19Q: 3 clusters Score -6341398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6341403.500000 Penalty: 5352.513672
	Iteration 20F: 3 clusters Score -6341404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6341406.500000 Penalty: 5352.513672
	Iteration 21Q: 3 clusters Score -6341406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6341413.000000 Penalty: 5352.513672
	Iteration 22Q: 3 clusters Score -6341413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6341413.500000 Penalty: 5352.513672
	Iteration 23Q: 3 clusters Score -6341414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6341413.500000 Penalty: 5352.513672
	Iteration 24F: 3 clusters Score -6341414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Entering Unmasked Estep 
Score: -1738858.750000 Penalty: 2343.186523
	Iteration 0F: 2 clusters Score -1738859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1729588.000000 Penalty: 4686.373047
	Iteration 0F: 3 clusters Score -1729588 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1732488.625000 Penalty: 4686.373047
	Iteration 1F: 3 clusters Score -1732489 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1732993.750000 Penalty: 4686.373047
	Iteration 2F: 3 clusters Score -1732994 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1733641.500000 Penalty: 4686.373047
	Iteration 3F: 3 clusters Score -1733642 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1734451.125000 Penalty: 4686.373047
	Iteration 4F: 3 clusters Score -1734451 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1735212.000000 Penalty: 4686.373047
	Iteration 5F: 3 clusters Score -1735212 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1735929.500000 Penalty: 4686.373047
	Iteration 6F: 3 clusters Score -1735930 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1736469.125000 Penalty: 4686.373047
	Iteration 7F: 3 clusters Score -1736469 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1736886.500000 Penalty: 4686.373047
	Iteration 8F: 3 clusters Score -1736886 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1737158.875000 Penalty: 4686.373047
	Iteration 9Q: 3 clusters Score -1737159 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1737328.375000 Penalty: 4686.373047
	Iteration 10Q: 3 clusters Score -1737328 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1737458.875000 Penalty: 4686.373047
	Iteration 11Q: 3 clusters Score -1737459 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1737533.875000 Penalty: 4686.373047
	Iteration 12Q: 3 clusters Score -1737534 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1737609.125000 Penalty: 4686.373047
	Iteration 13Q: 3 clusters Score -1737609 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1737662.500000 Penalty: 4686.373047
	Iteration 14Q: 3 clusters Score -1737662 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1737705.125000 Penalty: 4686.373047
	Iteration 15Q: 3 clusters Score -1737705 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1737752.000000 Penalty: 4686.373047
	Iteration 16Q: 3 clusters Score -1737752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1737790.875000 Penalty: 4686.373047
	Iteration 17Q: 3 clusters Score -1737791 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1737825.625000 Penalty: 4686.373047
	Iteration 18Q: 3 clusters Score -1737826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1737852.875000 Penalty: 4686.373047
	Iteration 19Q: 3 clusters Score -1737853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1737873.875000 Penalty: 4686.373047
	Iteration 20F: 3 clusters Score -1737874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1737892.500000 Penalty: 4686.373047
	Iteration 21Q: 3 clusters Score -1737892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1737900.375000 Penalty: 4686.373047
	Iteration 22Q: 3 clusters Score -1737900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1737913.125000 Penalty: 4686.373047
	Iteration 23Q: 3 clusters Score -1737913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1737924.125000 Penalty: 4686.373047
	Iteration 24Q: 3 clusters Score -1737924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1737936.250000 Penalty: 4686.373047
	Iteration 25Q: 3 clusters Score -1737936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1737945.000000 Penalty: 4686.373047
	Iteration 26Q: 3 clusters Score -1737945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1737950.250000 Penalty: 4686.373047
	Iteration 27Q: 3 clusters Score -1737950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1737960.375000 Penalty: 4686.373047
	Iteration 28Q: 3 clusters Score -1737960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1737968.125000 Penalty: 4686.373047
	Iteration 29Q: 3 clusters Score -1737968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1737981.750000 Penalty: 4686.373047
	Iteration 30Q: 3 clusters Score -1737982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1737987.125000 Penalty: 4686.373047
	Iteration 31Q: 3 clusters Score -1737987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1737988.500000 Penalty: 4686.373047
	Iteration 32Q: 3 clusters Score -1737988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1737991.375000 Penalty: 4686.373047
	Iteration 33Q: 3 clusters Score -1737991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1737991.125000 Penalty: 4686.373047
	Iteration 34Q: 3 clusters Score -1737991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1737996.125000 Penalty: 4686.373047
	Iteration 35Q: 3 clusters Score -1737996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1737999.500000 Penalty: 4686.373047
	Iteration 36Q: 3 clusters Score -1738000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1738001.000000 Penalty: 4686.373047
	Iteration 37Q: 3 clusters Score -1738001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1738003.500000 Penalty: 4686.373047
	Iteration 38Q: 3 clusters Score -1738004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1738006.875000 Penalty: 4686.373047
	Iteration 39Q: 3 clusters Score -1738007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1738008.875000 Penalty: 4686.373047
	Iteration 40F: 3 clusters Score -1738009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -112286.742188 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -112286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -110387.421875 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -110387.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110644.976562 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -110645 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -110748.351562 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -110748.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -110838.921875 Penalty: 3366.211670
	Iteration 3Q: 3 clusters Score -110838.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -110909.445312 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -110909.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111002.421875 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -111002.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111217.484375 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -111217.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111345.570312 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -111345.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111424.093750 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -111424.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111482.976562 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -111483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111530.796875 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -111530.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111582.937500 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -111582.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -111639.445312 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -111639.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -111706.343750 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -111706.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111737.015625 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -111737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -111747.742188 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -111747.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -111753.789062 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -111753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -111753.789062 Penalty: 3366.211670
	Iteration 17F: 3 clusters Score -111753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Entering Unmasked Estep 
Score: -5289534.000000 Penalty: 2621.998047
	Iteration 0F: 2 clusters Score -5289534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -5262944.500000 Penalty: 5243.996094
	Iteration 0F: 3 clusters Score -5262944 nChanged 17799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -5272797.000000 Penalty: 5243.996094
	Iteration 1F: 3 clusters Score -5272797 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -5273350.500000 Penalty: 5243.996094
	Iteration 2Q: 3 clusters Score -5273350 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -5273896.500000 Penalty: 5243.996094
	Iteration 3Q: 3 clusters Score -5273896 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -5274400.000000 Penalty: 5243.996094
	Iteration 4Q: 3 clusters Score -5274400 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -5274972.000000 Penalty: 5243.996094
	Iteration 5Q: 3 clusters Score -5274972 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -5275620.500000 Penalty: 5243.996094
	Iteration 6Q: 3 clusters Score -5275620 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -5276358.500000 Penalty: 5243.996094
	Iteration 7Q: 3 clusters Score -5276358 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -5277161.500000 Penalty: 5243.996094
	Iteration 8Q: 3 clusters Score -5277162 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -5278205.000000 Penalty: 5243.996094
	Iteration 9Q: 3 clusters Score -5278205 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -5279464.500000 Penalty: 5243.996094
	Iteration 10F: 3 clusters Score -5279464 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -5281134.500000 Penalty: 5243.996094
	Iteration 11F: 3 clusters Score -5281134 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -5282947.000000 Penalty: 5243.996094
	Iteration 12F: 3 clusters Score -5282947 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -5284598.500000 Penalty: 5243.996094
	Iteration 13Q: 3 clusters Score -5284598 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5285896.000000 Penalty: 5243.996094
	Iteration 14Q: 3 clusters Score -5285896 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5286624.000000 Penalty: 5243.996094
	Iteration 15Q: 3 clusters Score -5286624 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5286980.000000 Penalty: 5243.996094
	Iteration 16Q: 3 clusters Score -5286980 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5287163.000000 Penalty: 5243.996094
	Iteration 17Q: 3 clusters Score -5287163 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5287268.500000 Penalty: 5243.996094
	Iteration 18Q: 3 clusters Score -5287268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5287312.000000 Penalty: 5243.996094
	Iteration 19Q: 3 clusters Score -5287312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5287357.000000 Penalty: 5243.996094
	Iteration 20F: 3 clusters Score -5287357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5287362.000000 Penalty: 5243.996094
	Iteration 21Q: 3 clusters Score -5287362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5287395.000000 Penalty: 5243.996094
	Iteration 22Q: 3 clusters Score -5287395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5287410.500000 Penalty: 5243.996094
	Iteration 23Q: 3 clusters Score -5287410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5287425.500000 Penalty: 5243.996094
	Iteration 24Q: 3 clusters Score -5287426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5287435.500000 Penalty: 5243.996094
	Iteration 25Q: 3 clusters Score -5287436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5287444.000000 Penalty: 5243.996094
	Iteration 26Q: 3 clusters Score -5287444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5287453.500000 Penalty: 5243.996094
	Iteration 27Q: 3 clusters Score -5287454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5287457.500000 Penalty: 5243.996094
	Iteration 28Q: 3 clusters Score -5287458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5287456.500000 Penalty: 5243.996094
	Iteration 29Q: 3 clusters Score -5287456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5287456.500000 Penalty: 5243.996094
	Iteration 30F: 3 clusters Score -5287456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Entering Unmasked Estep 
Score: -443836.093750 Penalty: 2021.316040
	Iteration 0F: 2 clusters Score -443836.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -440284.718750 Penalty: 4042.632080
	Iteration 0F: 3 clusters Score -440284.7 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -441111.531250 Penalty: 4042.632080
	Iteration 1F: 3 clusters Score -441111.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -441350.093750 Penalty: 4042.632080
	Iteration 2F: 3 clusters Score -441350.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -441512.437500 Penalty: 4042.632080
	Iteration 3F: 3 clusters Score -441512.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -441640.468750 Penalty: 4042.632080
	Iteration 4Q: 3 clusters Score -441640.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -441733.218750 Penalty: 4042.632080
	Iteration 5Q: 3 clusters Score -441733.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -441795.843750 Penalty: 4042.632080
	Iteration 6Q: 3 clusters Score -441795.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -441856.406250 Penalty: 4042.632080
	Iteration 7Q: 3 clusters Score -441856.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -441919.312500 Penalty: 4042.632080
	Iteration 8Q: 3 clusters Score -441919.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -441976.625000 Penalty: 4042.632080
	Iteration 9Q: 3 clusters Score -441976.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -442017.875000 Penalty: 4042.632080
	Iteration 10Q: 3 clusters Score -442017.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -442044.437500 Penalty: 4042.632080
	Iteration 11Q: 3 clusters Score -442044.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -442066.093750 Penalty: 4042.632080
	Iteration 12Q: 3 clusters Score -442066.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -442083.906250 Penalty: 4042.632080
	Iteration 13Q: 3 clusters Score -442083.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -442099.031250 Penalty: 4042.632080
	Iteration 14Q: 3 clusters Score -442099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -442112.843750 Penalty: 4042.632080
	Iteration 15Q: 3 clusters Score -442112.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -442127.750000 Penalty: 4042.632080
	Iteration 16Q: 3 clusters Score -442127.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -442142.906250 Penalty: 4042.632080
	Iteration 17Q: 3 clusters Score -442142.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -442154.531250 Penalty: 4042.632080
	Iteration 18Q: 3 clusters Score -442154.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -442161.562500 Penalty: 4042.632080
	Iteration 19Q: 3 clusters Score -442161.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -442168.375000 Penalty: 4042.632080
	Iteration 20F: 3 clusters Score -442168.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -442174.687500 Penalty: 4042.632080
	Iteration 21Q: 3 clusters Score -442174.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -442186.031250 Penalty: 4042.632080
	Iteration 22Q: 3 clusters Score -442186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -442193.093750 Penalty: 4042.632080
	Iteration 23Q: 3 clusters Score -442193.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -442198.250000 Penalty: 4042.632080
	Iteration 24Q: 3 clusters Score -442198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -442201.406250 Penalty: 4042.632080
	Iteration 25Q: 3 clusters Score -442201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -442203.781250 Penalty: 4042.632080
	Iteration 26Q: 3 clusters Score -442203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -442207.437500 Penalty: 4042.632080
	Iteration 27Q: 3 clusters Score -442207.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -442212.562500 Penalty: 4042.632080
	Iteration 28Q: 3 clusters Score -442212.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -442219.781250 Penalty: 4042.632080
	Iteration 29Q: 3 clusters Score -442219.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -442230.500000 Penalty: 4042.632080
	Iteration 30Q: 3 clusters Score -442230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -442235.406250 Penalty: 4042.632080
	Iteration 31Q: 3 clusters Score -442235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -442237.937500 Penalty: 4042.632080
	Iteration 32Q: 3 clusters Score -442237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -442240.593750 Penalty: 4042.632080
	Iteration 33Q: 3 clusters Score -442240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -442244.562500 Penalty: 4042.632080
	Iteration 34Q: 3 clusters Score -442244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -442247.062500 Penalty: 4042.632080
	Iteration 35Q: 3 clusters Score -442247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -442247.875000 Penalty: 4042.632080
	Iteration 36Q: 3 clusters Score -442247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -442248.750000 Penalty: 4042.632080
	Iteration 37Q: 3 clusters Score -442248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -442248.750000 Penalty: 4042.632080
	Iteration 38Q: 3 clusters Score -442248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -442249.562500 Penalty: 4042.632080
	Iteration 39Q: 3 clusters Score -442249.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -442249.562500 Penalty: 4042.632080
	Iteration 40F: 3 clusters Score -442249.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (194669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194669 members 
Entering Unmasked Estep 
Score: -26102750.000000 Penalty: 3020.406006
	Iteration 0F: 2 clusters Score -2.610275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -25976726.000000 Penalty: 6040.812012
	Iteration 0F: 3 clusters Score -2.597673e+07 nChanged 93584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 101957 members 
Entering Unmasked Estep 
Score: -26031414.000000 Penalty: 6040.812012
	Iteration 1F: 3 clusters Score -2.603141e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -26032598.000000 Penalty: 6040.812012
	Iteration 2Q: 3 clusters Score -2.60326e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 109185 members 
Entering Unmasked Estep 
Score: -26034258.000000 Penalty: 6040.812012
	Iteration 3Q: 3 clusters Score -2.603426e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 115760 members 
Entering Unmasked Estep 
Score: -26037378.000000 Penalty: 6040.812012
	Iteration 4Q: 3 clusters Score -2.603738e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 125550 members 
Entering Unmasked Estep 
Score: -26043128.000000 Penalty: 6040.812012
	Iteration 5F: 3 clusters Score -2.604313e+07 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 138919 members 
Entering Unmasked Estep 
Score: -26052750.000000 Penalty: 6040.812012
	Iteration 6F: 3 clusters Score -2.605275e+07 nChanged 16315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 155192 members 
Entering Unmasked Estep 
Score: -26066408.000000 Penalty: 6040.812012
	Iteration 7F: 3 clusters Score -2.606641e+07 nChanged 15674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 170844 members 
Entering Unmasked Estep 
Score: -26079736.000000 Penalty: 6040.812012
	Iteration 8F: 3 clusters Score -2.607974e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 182070 members 
Entering Unmasked Estep 
Score: -26089454.000000 Penalty: 6040.812012
	Iteration 9F: 3 clusters Score -2.608945e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 188523 members 
Entering Unmasked Estep 
Score: -26095176.000000 Penalty: 6040.812012
	Iteration 10Q: 3 clusters Score -2.609518e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 191601 members 
Entering Unmasked Estep 
Score: -26097762.000000 Penalty: 6040.812012
	Iteration 11Q: 3 clusters Score -2.609776e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 193016 members 
Entering Unmasked Estep 
Score: -26098924.000000 Penalty: 6040.812012
	Iteration 12Q: 3 clusters Score -2.609892e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 193612 members 
Entering Unmasked Estep 
Score: -26099424.000000 Penalty: 6040.812012
	Iteration 13Q: 3 clusters Score -2.609942e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 193868 members 
Entering Unmasked Estep 
Score: -26099634.000000 Penalty: 6040.812012
	Iteration 14Q: 3 clusters Score -2.609963e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 194011 members 
Entering Unmasked Estep 
Score: -26099824.000000 Penalty: 6040.812012
	Iteration 15Q: 3 clusters Score -2.609982e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 194085 members 
Entering Unmasked Estep 
Score: -26099894.000000 Penalty: 6040.812012
	Iteration 16Q: 3 clusters Score -2.609989e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 194115 members 
Entering Unmasked Estep 
Score: -26099920.000000 Penalty: 6040.812012
	Iteration 17Q: 3 clusters Score -2.609992e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 194142 members 
Entering Unmasked Estep 
Score: -26099966.000000 Penalty: 6040.812012
	Iteration 18Q: 3 clusters Score -2.609997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 194152 members 
Entering Unmasked Estep 
Score: -26099970.000000 Penalty: 6040.812012
	Iteration 19Q: 3 clusters Score -2.609997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 194156 members 
Entering Unmasked Estep 
Score: -26099988.000000 Penalty: 6040.812012
	Iteration 20F: 3 clusters Score -2.609999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 194167 members 
Entering Unmasked Estep 
Score: -26100002.000000 Penalty: 6040.812012
	Iteration 21Q: 3 clusters Score -2.61e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 194170 members 
Entering Unmasked Estep 
Score: -26100006.000000 Penalty: 6040.812012
	Iteration 22Q: 3 clusters Score -2.610001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 194172 members 
Entering Unmasked Estep 
Score: -26100014.000000 Penalty: 6040.812012
	Iteration 23Q: 3 clusters Score -2.610001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 194174 members 
Entering Unmasked Estep 
Score: -26100012.000000 Penalty: 6040.812012
	Iteration 24Q: 3 clusters Score -2.610001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 194177 members 
Entering Unmasked Estep 
Score: -26100022.000000 Penalty: 6040.812012
	Iteration 25Q: 3 clusters Score -2.610002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 194182 members 
Entering Unmasked Estep 
Score: -26100044.000000 Penalty: 6040.812012
	Iteration 26Q: 3 clusters Score -2.610004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 194185 members 
Entering Unmasked Estep 
Score: -26100050.000000 Penalty: 6040.812012
	Iteration 27Q: 3 clusters Score -2.610005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 194185 members 
Entering Unmasked Estep 
Score: -26100044.000000 Penalty: 6040.812012
	Iteration 28Q: 3 clusters Score -2.610004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 194187 members 
Entering Unmasked Estep 
Score: -26100042.000000 Penalty: 6040.812012
	Iteration 29Q: 3 clusters Score -2.610004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 194190 members 
Entering Unmasked Estep 
Score: -26100038.000000 Penalty: 6040.812012
	Iteration 30Q: 3 clusters Score -2.610004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 194192 members 
Entering Unmasked Estep 
Score: -26100032.000000 Penalty: 6040.812012
	Iteration 31Q: 3 clusters Score -2.610003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 194194 members 
Entering Unmasked Estep 
Score: -26100056.000000 Penalty: 6040.812012
	Iteration 32Q: 3 clusters Score -2.610006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 194195 members 
Entering Unmasked Estep 
Score: -26100054.000000 Penalty: 6040.812012
	Iteration 33Q: 3 clusters Score -2.610005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 194195 members 
Entering Unmasked Estep 
Score: -26100054.000000 Penalty: 6040.812012
	Iteration 34F: 3 clusters Score -2.610005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 8056 members 
Mstep: Class 4 contains 47661 members 
Mstep: Class 5 contains 12313 members 
Mstep: Class 6 contains 27904 members 
Mstep: Class 7 contains 185111 members 
Mstep: Class 8 contains 12040 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 175190 members 
Mstep: Class 11 contains 201118 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 26696 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48599 members 
Mstep: Class 16 contains 12687 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39049 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 194669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337024.000000 Penalty: 68977.492188
Iteration 159Q: 21 clusters Score -1.44337e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 47621 members 
Mstep: Class 5 contains 12307 members 
Mstep: Class 6 contains 27924 members 
Mstep: Class 7 contains 184994 members 
Mstep: Class 8 contains 11762 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 175242 members 
Mstep: Class 11 contains 200852 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 26699 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48569 members 
Mstep: Class 16 contains 12790 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 39009 members 
Mstep: Class 19 contains 3471 members 
Mstep: Class 20 contains 195222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144336944.000000 Penalty: 68977.492188
Iteration 160F: 21 clusters Score -1.443369e+08 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94513 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 8074 members 
Mstep: Class 4 contains 47597 members 
Mstep: Class 5 contains 12307 members 
Mstep: Class 6 contains 27949 members 
Mstep: Class 7 contains 184827 members 
Mstep: Class 8 contains 11511 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 175291 members 
Mstep: Class 11 contains 200637 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 26694 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48539 members 
Mstep: Class 16 contains 12884 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38972 members 
Mstep: Class 19 contains 3476 members 
Mstep: Class 20 contains 195763 members 
Entering Unmasked Estep 
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Iteration 161Q: 21 clusters Score -1.443368e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 8095 members 
Mstep: Class 4 contains 47579 members 
Mstep: Class 5 contains 12298 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 184641 members 
Mstep: Class 8 contains 11245 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 175356 members 
Mstep: Class 11 contains 200480 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 26700 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48518 members 
Mstep: Class 16 contains 12968 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38931 members 
Mstep: Class 19 contains 3480 members 
Mstep: Class 20 contains 196224 members 
Entering Unmasked Estep 
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Iteration 162Q: 21 clusters Score -1.443369e+08 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 47571 members 
Mstep: Class 5 contains 12287 members 
Mstep: Class 6 contains 27962 members 
Mstep: Class 7 contains 184491 members 
Mstep: Class 8 contains 11014 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 175405 members 
Mstep: Class 11 contains 200327 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 26699 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48496 members 
Mstep: Class 16 contains 13044 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38901 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 196622 members 
Entering Unmasked Estep 
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Iteration 163Q: 21 clusters Score -1.443368e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 8129 members 
Mstep: Class 4 contains 47548 members 
Mstep: Class 5 contains 12281 members 
Mstep: Class 6 contains 27970 members 
Mstep: Class 7 contains 184375 members 
Mstep: Class 8 contains 10786 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 175419 members 
Mstep: Class 11 contains 200264 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 26697 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48489 members 
Mstep: Class 16 contains 13110 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38883 members 
Mstep: Class 19 contains 3496 members 
Mstep: Class 20 contains 196939 members 
Entering Unmasked Estep 
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Iteration 164Q: 21 clusters Score -1.44337e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 47538 members 
Mstep: Class 5 contains 12283 members 
Mstep: Class 6 contains 27972 members 
Mstep: Class 7 contains 184292 members 
Mstep: Class 8 contains 10577 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 175415 members 
Mstep: Class 11 contains 200218 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 26697 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48484 members 
Mstep: Class 16 contains 13193 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38839 members 
Mstep: Class 19 contains 3502 members 
Mstep: Class 20 contains 197218 members 
Entering Unmasked Estep 
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Iteration 165Q: 21 clusters Score -1.443373e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 47519 members 
Mstep: Class 5 contains 12280 members 
Mstep: Class 6 contains 27979 members 
Mstep: Class 7 contains 184228 members 
Mstep: Class 8 contains 10377 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 175441 members 
Mstep: Class 11 contains 200176 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 26690 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48466 members 
Mstep: Class 16 contains 13279 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38785 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 197483 members 
Entering Unmasked Estep 
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Iteration 166Q: 21 clusters Score -1.443375e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94725 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 47520 members 
Mstep: Class 5 contains 12276 members 
Mstep: Class 6 contains 27973 members 
Mstep: Class 7 contains 184185 members 
Mstep: Class 8 contains 10183 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 175435 members 
Mstep: Class 11 contains 200104 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 26690 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48458 members 
Mstep: Class 16 contains 13353 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38734 members 
Mstep: Class 19 contains 3515 members 
Mstep: Class 20 contains 197742 members 
Entering Unmasked Estep 
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Iteration 167Q: 21 clusters Score -1.443372e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 8160 members 
Mstep: Class 4 contains 47520 members 
Mstep: Class 5 contains 12273 members 
Mstep: Class 6 contains 27981 members 
Mstep: Class 7 contains 184117 members 
Mstep: Class 8 contains 9995 members 
Mstep: Class 9 contains 951 members 
Mstep: Class 10 contains 175450 members 
Mstep: Class 11 contains 200073 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 26686 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48441 members 
Mstep: Class 16 contains 13434 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38675 members 
Mstep: Class 19 contains 3520 members 
Mstep: Class 20 contains 197960 members 
Entering Unmasked Estep 
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Iteration 168Q: 21 clusters Score -1.443375e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 8171 members 
Mstep: Class 4 contains 47528 members 
Mstep: Class 5 contains 12267 members 
Mstep: Class 6 contains 27988 members 
Mstep: Class 7 contains 184081 members 
Mstep: Class 8 contains 9797 members 
Mstep: Class 9 contains 951 members 
Mstep: Class 10 contains 175439 members 
Mstep: Class 11 contains 200151 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 26700 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48415 members 
Mstep: Class 16 contains 13517 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38607 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 198065 members 
Entering Unmasked Estep 
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Iteration 169Q: 21 clusters Score -1.443375e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94820 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 8184 members 
Mstep: Class 4 contains 47520 members 
Mstep: Class 5 contains 12265 members 
Mstep: Class 6 contains 27989 members 
Mstep: Class 7 contains 184034 members 
Mstep: Class 8 contains 9597 members 
Mstep: Class 9 contains 951 members 
Mstep: Class 10 contains 175419 members 
Mstep: Class 11 contains 200235 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 26714 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48409 members 
Mstep: Class 16 contains 13608 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38522 members 
Mstep: Class 19 contains 3531 members 
Mstep: Class 20 contains 198191 members 
Entering Unmasked Estep 
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Iteration 170Q: 21 clusters Score -1.443376e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 8196 members 
Mstep: Class 4 contains 47484 members 
Mstep: Class 5 contains 12255 members 
Mstep: Class 6 contains 28003 members 
Mstep: Class 7 contains 183995 members 
Mstep: Class 8 contains 9431 members 
Mstep: Class 9 contains 951 members 
Mstep: Class 10 contains 175410 members 
Mstep: Class 11 contains 200268 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 26719 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48414 members 
Mstep: Class 16 contains 13709 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38438 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 198327 members 
Entering Unmasked Estep 
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Iteration 171Q: 21 clusters Score -1.443375e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 47471 members 
Mstep: Class 5 contains 12257 members 
Mstep: Class 6 contains 28013 members 
Mstep: Class 7 contains 183997 members 
Mstep: Class 8 contains 9277 members 
Mstep: Class 9 contains 951 members 
Mstep: Class 10 contains 175424 members 
Mstep: Class 11 contains 200249 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 26730 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48405 members 
Mstep: Class 16 contains 13819 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38350 members 
Mstep: Class 19 contains 3541 members 
Mstep: Class 20 contains 198413 members 
Entering Unmasked Estep 
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Iteration 172Q: 21 clusters Score -1.443381e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 47471 members 
Mstep: Class 5 contains 12250 members 
Mstep: Class 6 contains 28023 members 
Mstep: Class 7 contains 183961 members 
Mstep: Class 8 contains 9114 members 
Mstep: Class 9 contains 951 members 
Mstep: Class 10 contains 175407 members 
Mstep: Class 11 contains 200289 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 26742 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48396 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38270 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 198485 members 
Entering Unmasked Estep 
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Iteration 173Q: 21 clusters Score -1.443381e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 8233 members 
Mstep: Class 4 contains 47469 members 
Mstep: Class 5 contains 12243 members 
Mstep: Class 6 contains 28034 members 
Mstep: Class 7 contains 183920 members 
Mstep: Class 8 contains 8961 members 
Mstep: Class 9 contains 951 members 
Mstep: Class 10 contains 175385 members 
Mstep: Class 11 contains 200370 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 26747 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48393 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38182 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 20 contains 198526 members 
Entering Unmasked Estep 
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Iteration 174Q: 21 clusters Score -1.443378e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 8253 members 
Mstep: Class 4 contains 47461 members 
Mstep: Class 5 contains 12242 members 
Mstep: Class 6 contains 28056 members 
Mstep: Class 7 contains 183883 members 
Mstep: Class 8 contains 8816 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 10 contains 175338 members 
Mstep: Class 11 contains 200439 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 26749 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48392 members 
Mstep: Class 16 contains 14169 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38135 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 198561 members 
Entering Unmasked Estep 
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Iteration 175Q: 21 clusters Score -1.443377e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 8270 members 
Mstep: Class 4 contains 47452 members 
Mstep: Class 5 contains 12236 members 
Mstep: Class 6 contains 28062 members 
Mstep: Class 7 contains 183859 members 
Mstep: Class 8 contains 8658 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 10 contains 175316 members 
Mstep: Class 11 contains 200522 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 26743 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48390 members 
Mstep: Class 16 contains 14299 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38074 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 198604 members 
Entering Unmasked Estep 
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Iteration 176Q: 21 clusters Score -1.443376e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95011 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 8277 members 
Mstep: Class 4 contains 47447 members 
Mstep: Class 5 contains 12239 members 
Mstep: Class 6 contains 28076 members 
Mstep: Class 7 contains 183843 members 
Mstep: Class 8 contains 8505 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175299 members 
Mstep: Class 11 contains 200564 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26746 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48390 members 
Mstep: Class 16 contains 14425 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 38010 members 
Mstep: Class 19 contains 3559 members 
Mstep: Class 20 contains 198632 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -1.443378e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95022 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 8283 members 
Mstep: Class 4 contains 47462 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 6 contains 28098 members 
Mstep: Class 7 contains 183828 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175279 members 
Mstep: Class 11 contains 200630 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26750 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48381 members 
Mstep: Class 16 contains 14545 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37961 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 198637 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -1.443377e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95033 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 8280 members 
Mstep: Class 4 contains 47478 members 
Mstep: Class 5 contains 12238 members 
Mstep: Class 6 contains 28119 members 
Mstep: Class 7 contains 183828 members 
Mstep: Class 8 contains 8192 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175267 members 
Mstep: Class 11 contains 200628 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26759 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48376 members 
Mstep: Class 16 contains 14671 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37936 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 198655 members 
Entering Unmasked Estep 
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Iteration 179Q: 21 clusters Score -1.443378e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95048 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 8271 members 
Mstep: Class 4 contains 47478 members 
Mstep: Class 5 contains 12232 members 
Mstep: Class 6 contains 28125 members 
Mstep: Class 7 contains 183820 members 
Mstep: Class 8 contains 8050 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175262 members 
Mstep: Class 11 contains 200619 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26779 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48381 members 
Mstep: Class 16 contains 14796 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37926 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 198670 members 
Entering Unmasked Estep 
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Iteration 180F: 21 clusters Score -1.443376e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 8269 members 
Mstep: Class 4 contains 47492 members 
Mstep: Class 5 contains 12226 members 
Mstep: Class 6 contains 28124 members 
Mstep: Class 7 contains 183813 members 
Mstep: Class 8 contains 7912 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175270 members 
Mstep: Class 11 contains 200625 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26793 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 48387 members 
Mstep: Class 16 contains 14937 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37913 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 198627 members 
Entering Unmasked Estep 
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Iteration 181Q: 21 clusters Score -1.443377e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95082 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 8280 members 
Mstep: Class 4 contains 47493 members 
Mstep: Class 5 contains 12229 members 
Mstep: Class 6 contains 28137 members 
Mstep: Class 7 contains 183816 members 
Mstep: Class 8 contains 7784 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175270 members 
Mstep: Class 11 contains 200623 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26801 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48379 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37913 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 198553 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -1.443378e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 8297 members 
Mstep: Class 4 contains 47496 members 
Mstep: Class 5 contains 12230 members 
Mstep: Class 6 contains 28147 members 
Mstep: Class 7 contains 183799 members 
Mstep: Class 8 contains 7650 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175265 members 
Mstep: Class 11 contains 200646 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26813 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 48378 members 
Mstep: Class 16 contains 15244 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37916 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 198474 members 
Entering Unmasked Estep 
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Iteration 183Q: 21 clusters Score -1.443375e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95112 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 47510 members 
Mstep: Class 5 contains 12229 members 
Mstep: Class 6 contains 28148 members 
Mstep: Class 7 contains 183774 members 
Mstep: Class 8 contains 7534 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175264 members 
Mstep: Class 11 contains 200676 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26819 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 48376 members 
Mstep: Class 16 contains 15405 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37915 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 198391 members 
Entering Unmasked Estep 
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Iteration 184Q: 21 clusters Score -1.443375e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 8307 members 
Mstep: Class 4 contains 47514 members 
Mstep: Class 5 contains 12227 members 
Mstep: Class 6 contains 28150 members 
Mstep: Class 7 contains 183738 members 
Mstep: Class 8 contains 7407 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175299 members 
Mstep: Class 11 contains 200748 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26817 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 48375 members 
Mstep: Class 16 contains 15530 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37910 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 198289 members 
Entering Unmasked Estep 
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Iteration 185Q: 21 clusters Score -1.443375e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95137 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 47518 members 
Mstep: Class 5 contains 12230 members 
Mstep: Class 6 contains 28160 members 
Mstep: Class 7 contains 183752 members 
Mstep: Class 8 contains 7302 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175323 members 
Mstep: Class 11 contains 200766 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26808 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 48368 members 
Mstep: Class 16 contains 15666 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37905 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 198176 members 
Entering Unmasked Estep 
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Iteration 186Q: 21 clusters Score -1.443373e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 8354 members 
Mstep: Class 4 contains 47536 members 
Mstep: Class 5 contains 12232 members 
Mstep: Class 6 contains 28178 members 
Mstep: Class 7 contains 183746 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175357 members 
Mstep: Class 11 contains 200729 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26806 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48364 members 
Mstep: Class 16 contains 15804 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37904 members 
Mstep: Class 19 contains 3588 members 
Mstep: Class 20 contains 198081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337584.000000 Penalty: 68977.492188
Iteration 187Q: 21 clusters Score -1.443376e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 47551 members 
Mstep: Class 5 contains 12235 members 
Mstep: Class 6 contains 28186 members 
Mstep: Class 7 contains 183760 members 
Mstep: Class 8 contains 7095 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175391 members 
Mstep: Class 11 contains 200657 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26810 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48366 members 
Mstep: Class 16 contains 15942 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37902 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 198019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337584.000000 Penalty: 68977.492188
Iteration 188Q: 21 clusters Score -1.443376e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95151 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 8404 members 
Mstep: Class 4 contains 47558 members 
Mstep: Class 5 contains 12231 members 
Mstep: Class 6 contains 28192 members 
Mstep: Class 7 contains 183777 members 
Mstep: Class 8 contains 6980 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175425 members 
Mstep: Class 11 contains 200548 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26824 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48359 members 
Mstep: Class 16 contains 16092 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37907 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 197989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337456.000000 Penalty: 68977.492188
Iteration 189Q: 21 clusters Score -1.443375e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 47563 members 
Mstep: Class 5 contains 12229 members 
Mstep: Class 6 contains 28204 members 
Mstep: Class 7 contains 183799 members 
Mstep: Class 8 contains 6887 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 175443 members 
Mstep: Class 11 contains 200373 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26834 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48356 members 
Mstep: Class 16 contains 16256 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37906 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 198003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337136.000000 Penalty: 68977.492188
Iteration 190Q: 21 clusters Score -1.443371e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 8451 members 
Mstep: Class 4 contains 47581 members 
Mstep: Class 5 contains 12228 members 
Mstep: Class 6 contains 28223 members 
Mstep: Class 7 contains 183836 members 
Mstep: Class 8 contains 6777 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 175478 members 
Mstep: Class 11 contains 200153 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26834 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48354 members 
Mstep: Class 16 contains 16432 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37902 members 
Mstep: Class 19 contains 3603 members 
Mstep: Class 20 contains 198039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337248.000000 Penalty: 68977.492188
Iteration 191Q: 21 clusters Score -1.443372e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 47598 members 
Mstep: Class 5 contains 12230 members 
Mstep: Class 6 contains 28236 members 
Mstep: Class 7 contains 183861 members 
Mstep: Class 8 contains 6670 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 175490 members 
Mstep: Class 11 contains 199953 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26838 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48349 members 
Mstep: Class 16 contains 16605 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37907 members 
Mstep: Class 19 contains 3607 members 
Mstep: Class 20 contains 198072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144336992.000000 Penalty: 68977.492188
Iteration 192Q: 21 clusters Score -1.44337e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 8484 members 
Mstep: Class 4 contains 47616 members 
Mstep: Class 5 contains 12229 members 
Mstep: Class 6 contains 28247 members 
Mstep: Class 7 contains 183877 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 175503 members 
Mstep: Class 11 contains 199765 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26842 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48343 members 
Mstep: Class 16 contains 16759 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37911 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 198125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337040.000000 Penalty: 68977.492188
Iteration 193Q: 21 clusters Score -1.44337e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 4 contains 47627 members 
Mstep: Class 5 contains 12229 members 
Mstep: Class 6 contains 28253 members 
Mstep: Class 7 contains 183901 members 
Mstep: Class 8 contains 6417 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 175538 members 
Mstep: Class 11 contains 199565 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26845 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48350 members 
Mstep: Class 16 contains 16917 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37908 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 198176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144336992.000000 Penalty: 68977.492188
Iteration 194Q: 21 clusters Score -1.44337e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 8509 members 
Mstep: Class 4 contains 47651 members 
Mstep: Class 5 contains 12226 members 
Mstep: Class 6 contains 28262 members 
Mstep: Class 7 contains 183910 members 
Mstep: Class 8 contains 6302 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175577 members 
Mstep: Class 11 contains 199383 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48353 members 
Mstep: Class 16 contains 17091 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37911 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 198196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337152.000000 Penalty: 68977.492188
Iteration 195Q: 21 clusters Score -1.443372e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95231 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 8525 members 
Mstep: Class 4 contains 47675 members 
Mstep: Class 5 contains 12224 members 
Mstep: Class 6 contains 28271 members 
Mstep: Class 7 contains 183928 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175609 members 
Mstep: Class 11 contains 199171 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26852 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48356 members 
Mstep: Class 16 contains 17264 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37913 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 198242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337136.000000 Penalty: 68977.492188
Iteration 196Q: 21 clusters Score -1.443371e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 47682 members 
Mstep: Class 5 contains 12226 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 183948 members 
Mstep: Class 8 contains 6059 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175615 members 
Mstep: Class 11 contains 199001 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26859 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48358 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37916 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 198248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337008.000000 Penalty: 68977.492188
Iteration 197Q: 21 clusters Score -1.44337e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95266 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 8538 members 
Mstep: Class 4 contains 47707 members 
Mstep: Class 5 contains 12228 members 
Mstep: Class 6 contains 28289 members 
Mstep: Class 7 contains 183952 members 
Mstep: Class 8 contains 5967 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175620 members 
Mstep: Class 11 contains 198782 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26863 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48347 members 
Mstep: Class 16 contains 17634 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37915 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 198317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337040.000000 Penalty: 68977.492188
Iteration 198Q: 21 clusters Score -1.44337e+08 nChanged 1110
Entering ConstructFrom: 
Score: -144337040.000000 Penalty: 68977.492188
Entering ConstructFrom: 
Trying to split cluster 1 (95287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Entering Unmasked Estep 
Score: -12761426.000000 Penalty: 2843.232666
	Iteration 0F: 2 clusters Score -1.276143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -12697548.000000 Penalty: 5686.465332
	Iteration 0F: 3 clusters Score -1.269755e+07 nChanged 45100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -12723143.000000 Penalty: 5686.465332
	Iteration 1F: 3 clusters Score -1.272314e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -12724297.000000 Penalty: 5686.465332
	Iteration 2Q: 3 clusters Score -1.27243e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -12725831.000000 Penalty: 5686.465332
	Iteration 3Q: 3 clusters Score -1.272583e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -12727975.000000 Penalty: 5686.465332
	Iteration 4F: 3 clusters Score -1.272798e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -12731896.000000 Penalty: 5686.465332
	Iteration 5F: 3 clusters Score -1.27319e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -12737964.000000 Penalty: 5686.465332
	Iteration 6F: 3 clusters Score -1.273796e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -12745279.000000 Penalty: 5686.465332
	Iteration 7F: 3 clusters Score -1.274528e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -12752127.000000 Penalty: 5686.465332
	Iteration 8F: 3 clusters Score -1.275213e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -12756305.000000 Penalty: 5686.465332
	Iteration 9Q: 3 clusters Score -1.27563e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 94151 members 
Entering Unmasked Estep 
Score: -12757992.000000 Penalty: 5686.465332
	Iteration 10Q: 3 clusters Score -1.275799e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -12758531.000000 Penalty: 5686.465332
	Iteration 11Q: 3 clusters Score -1.275853e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 94946 members 
Entering Unmasked Estep 
Score: -12758767.000000 Penalty: 5686.465332
	Iteration 12Q: 3 clusters Score -1.275877e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -12758829.000000 Penalty: 5686.465332
	Iteration 13Q: 3 clusters Score -1.275883e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 95019 members 
Entering Unmasked Estep 
Score: -12758878.000000 Penalty: 5686.465332
	Iteration 14Q: 3 clusters Score -1.275888e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -12758888.000000 Penalty: 5686.465332
	Iteration 15Q: 3 clusters Score -1.275889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 95038 members 
Entering Unmasked Estep 
Score: -12758902.000000 Penalty: 5686.465332
	Iteration 16Q: 3 clusters Score -1.27589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 95049 members 
Entering Unmasked Estep 
Score: -12758927.000000 Penalty: 5686.465332
	Iteration 17Q: 3 clusters Score -1.275893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 95050 members 
Entering Unmasked Estep 
Score: -12758944.000000 Penalty: 5686.465332
	Iteration 18Q: 3 clusters Score -1.275894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -12758943.000000 Penalty: 5686.465332
	Iteration 19Q: 3 clusters Score -1.275894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -12758953.000000 Penalty: 5686.465332
	Iteration 20F: 3 clusters Score -1.275895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -12758955.000000 Penalty: 5686.465332
	Iteration 21Q: 3 clusters Score -1.275896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -12758958.000000 Penalty: 5686.465332
	Iteration 22Q: 3 clusters Score -1.275896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -12758958.000000 Penalty: 5686.465332
	Iteration 23F: 3 clusters Score -1.275896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -270282.187500 Penalty: 1893.675171
	Iteration 0F: 2 clusters Score -270282.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -267634.687500 Penalty: 3787.350342
	Iteration 0F: 3 clusters Score -267634.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -268169.500000 Penalty: 3787.350342
	Iteration 1F: 3 clusters Score -268169.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -268346.062500 Penalty: 3787.350342
	Iteration 2F: 3 clusters Score -268346.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -268449.875000 Penalty: 3787.350342
	Iteration 3F: 3 clusters Score -268449.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -268527.625000 Penalty: 3787.350342
	Iteration 4Q: 3 clusters Score -268527.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -268596.093750 Penalty: 3787.350342
	Iteration 5Q: 3 clusters Score -268596.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -268666.687500 Penalty: 3787.350342
	Iteration 6Q: 3 clusters Score -268666.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -268721.468750 Penalty: 3787.350342
	Iteration 7Q: 3 clusters Score -268721.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -268766.375000 Penalty: 3787.350342
	Iteration 8Q: 3 clusters Score -268766.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -268807.656250 Penalty: 3787.350342
	Iteration 9Q: 3 clusters Score -268807.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -268839.000000 Penalty: 3787.350342
	Iteration 10Q: 3 clusters Score -268839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -268875.968750 Penalty: 3787.350342
	Iteration 11Q: 3 clusters Score -268876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -268907.812500 Penalty: 3787.350342
	Iteration 12Q: 3 clusters Score -268907.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -268939.625000 Penalty: 3787.350342
	Iteration 13Q: 3 clusters Score -268939.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -268974.156250 Penalty: 3787.350342
	Iteration 14Q: 3 clusters Score -268974.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -269011.406250 Penalty: 3787.350342
	Iteration 15Q: 3 clusters Score -269011.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -269049.375000 Penalty: 3787.350342
	Iteration 16Q: 3 clusters Score -269049.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -269083.187500 Penalty: 3787.350342
	Iteration 17Q: 3 clusters Score -269083.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -269110.312500 Penalty: 3787.350342
	Iteration 18Q: 3 clusters Score -269110.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -269141.093750 Penalty: 3787.350342
	Iteration 19Q: 3 clusters Score -269141.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -269163.625000 Penalty: 3787.350342
	Iteration 20F: 3 clusters Score -269163.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -269183.156250 Penalty: 3787.350342
	Iteration 21Q: 3 clusters Score -269183.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -269204.093750 Penalty: 3787.350342
	Iteration 22Q: 3 clusters Score -269204.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -269234.812500 Penalty: 3787.350342
	Iteration 23Q: 3 clusters Score -269234.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -269259.968750 Penalty: 3787.350342
	Iteration 24Q: 3 clusters Score -269260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -269281.375000 Penalty: 3787.350342
	Iteration 25Q: 3 clusters Score -269281.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -269297.156250 Penalty: 3787.350342
	Iteration 26Q: 3 clusters Score -269297.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -269308.906250 Penalty: 3787.350342
	Iteration 27Q: 3 clusters Score -269308.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -269318.562500 Penalty: 3787.350342
	Iteration 28Q: 3 clusters Score -269318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -269332.656250 Penalty: 3787.350342
	Iteration 29Q: 3 clusters Score -269332.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -269354.343750 Penalty: 3787.350342
	Iteration 30Q: 3 clusters Score -269354.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -269368.437500 Penalty: 3787.350342
	Iteration 31Q: 3 clusters Score -269368.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -269383.781250 Penalty: 3787.350342
	Iteration 32Q: 3 clusters Score -269383.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -269392.812500 Penalty: 3787.350342
	Iteration 33Q: 3 clusters Score -269392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -269403.156250 Penalty: 3787.350342
	Iteration 34Q: 3 clusters Score -269403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -269410.781250 Penalty: 3787.350342
	Iteration 35Q: 3 clusters Score -269410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -269414.062500 Penalty: 3787.350342
	Iteration 36Q: 3 clusters Score -269414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -269414.531250 Penalty: 3787.350342
	Iteration 37Q: 3 clusters Score -269414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -269417.687500 Penalty: 3787.350342
	Iteration 38Q: 3 clusters Score -269417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -269420.593750 Penalty: 3787.350342
	Iteration 39Q: 3 clusters Score -269420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -269424.562500 Penalty: 3787.350342
	Iteration 40F: 3 clusters Score -269424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -269427.906250 Penalty: 3787.350342
	Iteration 41Q: 3 clusters Score -269427.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -269427.906250 Penalty: 3787.350342
	Iteration 42F: 3 clusters Score -269427.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Entering Unmasked Estep 
Score: -1152673.375000 Penalty: 2245.227051
	Iteration 0F: 2 clusters Score -1152673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1145970.500000 Penalty: 4490.454102
	Iteration 0F: 3 clusters Score -1145970 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1147791.500000 Penalty: 4490.454102
	Iteration 1F: 3 clusters Score -1147792 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1148029.125000 Penalty: 4490.454102
	Iteration 2F: 3 clusters Score -1148029 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1148204.625000 Penalty: 4490.454102
	Iteration 3Q: 3 clusters Score -1148205 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1148386.750000 Penalty: 4490.454102
	Iteration 4Q: 3 clusters Score -1148387 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1148579.125000 Penalty: 4490.454102
	Iteration 5Q: 3 clusters Score -1148579 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1148787.750000 Penalty: 4490.454102
	Iteration 6Q: 3 clusters Score -1148788 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1149020.375000 Penalty: 4490.454102
	Iteration 7Q: 3 clusters Score -1149020 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1149251.500000 Penalty: 4490.454102
	Iteration 8Q: 3 clusters Score -1149252 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1149439.000000 Penalty: 4490.454102
	Iteration 9Q: 3 clusters Score -1149439 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1149596.125000 Penalty: 4490.454102
	Iteration 10Q: 3 clusters Score -1149596 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1149745.125000 Penalty: 4490.454102
	Iteration 11Q: 3 clusters Score -1149745 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1149878.750000 Penalty: 4490.454102
	Iteration 12Q: 3 clusters Score -1149879 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1150015.875000 Penalty: 4490.454102
	Iteration 13Q: 3 clusters Score -1150016 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1150124.000000 Penalty: 4490.454102
	Iteration 14Q: 3 clusters Score -1150124 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1150209.625000 Penalty: 4490.454102
	Iteration 15Q: 3 clusters Score -1150210 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1150284.750000 Penalty: 4490.454102
	Iteration 16Q: 3 clusters Score -1150285 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1150355.750000 Penalty: 4490.454102
	Iteration 17Q: 3 clusters Score -1150356 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1150412.625000 Penalty: 4490.454102
	Iteration 18Q: 3 clusters Score -1150413 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1150469.125000 Penalty: 4490.454102
	Iteration 19Q: 3 clusters Score -1150469 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1150522.000000 Penalty: 4490.454102
	Iteration 20F: 3 clusters Score -1150522 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1150573.125000 Penalty: 4490.454102
	Iteration 21Q: 3 clusters Score -1150573 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1150620.250000 Penalty: 4490.454102
	Iteration 22Q: 3 clusters Score -1150620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1150667.250000 Penalty: 4490.454102
	Iteration 23Q: 3 clusters Score -1150667 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1150703.625000 Penalty: 4490.454102
	Iteration 24Q: 3 clusters Score -1150704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1150738.750000 Penalty: 4490.454102
	Iteration 25Q: 3 clusters Score -1150739 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1150780.750000 Penalty: 4490.454102
	Iteration 26Q: 3 clusters Score -1150781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1150809.250000 Penalty: 4490.454102
	Iteration 27Q: 3 clusters Score -1150809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1150831.250000 Penalty: 4490.454102
	Iteration 28Q: 3 clusters Score -1150831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1150861.000000 Penalty: 4490.454102
	Iteration 29Q: 3 clusters Score -1150861 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1150893.875000 Penalty: 4490.454102
	Iteration 30Q: 3 clusters Score -1150894 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1150936.000000 Penalty: 4490.454102
	Iteration 31Q: 3 clusters Score -1150936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1150962.875000 Penalty: 4490.454102
	Iteration 32Q: 3 clusters Score -1150963 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1150987.000000 Penalty: 4490.454102
	Iteration 33Q: 3 clusters Score -1150987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1151007.625000 Penalty: 4490.454102
	Iteration 34Q: 3 clusters Score -1151008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1151027.625000 Penalty: 4490.454102
	Iteration 35Q: 3 clusters Score -1151028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1151041.375000 Penalty: 4490.454102
	Iteration 36Q: 3 clusters Score -1151041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1151051.500000 Penalty: 4490.454102
	Iteration 37Q: 3 clusters Score -1151052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1151063.375000 Penalty: 4490.454102
	Iteration 38Q: 3 clusters Score -1151063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1151076.000000 Penalty: 4490.454102
	Iteration 39Q: 3 clusters Score -1151076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1151086.375000 Penalty: 4490.454102
	Iteration 40F: 3 clusters Score -1151086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1151098.875000 Penalty: 4490.454102
	Iteration 41Q: 3 clusters Score -1151099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1151107.750000 Penalty: 4490.454102
	Iteration 42Q: 3 clusters Score -1151108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1151118.250000 Penalty: 4490.454102
	Iteration 43Q: 3 clusters Score -1151118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1151126.875000 Penalty: 4490.454102
	Iteration 44Q: 3 clusters Score -1151127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1151132.125000 Penalty: 4490.454102
	Iteration 45Q: 3 clusters Score -1151132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1151141.375000 Penalty: 4490.454102
	Iteration 46Q: 3 clusters Score -1151141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1151146.875000 Penalty: 4490.454102
	Iteration 47Q: 3 clusters Score -1151147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1151150.625000 Penalty: 4490.454102
	Iteration 48Q: 3 clusters Score -1151151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1151156.500000 Penalty: 4490.454102
	Iteration 49Q: 3 clusters Score -1151156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1151158.875000 Penalty: 4490.454102
	Iteration 50Q: 3 clusters Score -1151159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1151161.500000 Penalty: 4490.454102
	Iteration 51Q: 3 clusters Score -1151162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1151165.000000 Penalty: 4490.454102
	Iteration 52Q: 3 clusters Score -1151165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1151166.375000 Penalty: 4490.454102
	Iteration 53Q: 3 clusters Score -1151166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1151167.250000 Penalty: 4490.454102
	Iteration 54Q: 3 clusters Score -1151167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1151172.375000 Penalty: 4490.454102
	Iteration 55Q: 3 clusters Score -1151172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1151169.750000 Penalty: 4490.454102
	Iteration 56Q: 3 clusters Score -1151170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1151171.875000 Penalty: 4490.454102
	Iteration 57Q: 3 clusters Score -1151172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1151174.000000 Penalty: 4490.454102
	Iteration 58Q: 3 clusters Score -1151174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1151178.250000 Penalty: 4490.454102
	Iteration 59Q: 3 clusters Score -1151178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1151180.750000 Penalty: 4490.454102
	Iteration 60F: 3 clusters Score -1151181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1151184.500000 Penalty: 4490.454102
	Iteration 61Q: 3 clusters Score -1151184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1151184.625000 Penalty: 4490.454102
	Iteration 62Q: 3 clusters Score -1151185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1151187.250000 Penalty: 4490.454102
	Iteration 63Q: 3 clusters Score -1151187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1151188.125000 Penalty: 4490.454102
	Iteration 64Q: 3 clusters Score -1151188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1151187.375000 Penalty: 4490.454102
	Iteration 65Q: 3 clusters Score -1151187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1151188.125000 Penalty: 4490.454102
	Iteration 66Q: 3 clusters Score -1151188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1151189.000000 Penalty: 4490.454102
	Iteration 67Q: 3 clusters Score -1151189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1151190.250000 Penalty: 4490.454102
	Iteration 68Q: 3 clusters Score -1151190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1151190.250000 Penalty: 4490.454102
	Iteration 69F: 3 clusters Score -1151190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Entering Unmasked Estep 
Score: -6453950.000000 Penalty: 2671.761475
	Iteration 0F: 2 clusters Score -6453950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -6421755.500000 Penalty: 5343.522949
	Iteration 0F: 3 clusters Score -6421756 nChanged 21889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -6434070.500000 Penalty: 5343.522949
	Iteration 1F: 3 clusters Score -6434070 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -6434835.500000 Penalty: 5343.522949
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6435865 nChanged 2692
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -6437294 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -6439135 nChanged 3347
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Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6441510 nChanged 3271
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6444085 nChanged 2860
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6446372 nChanged 1977
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6448722 nChanged 959
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6449358 nChanged 709
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6449723 nChanged 584
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6449986 nChanged 521
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6450168 nChanged 464
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6450338 nChanged 433
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6450486 nChanged 391
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6450636 nChanged 364
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Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6450757 nChanged 329
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Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6450868 nChanged 280
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Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6450963 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6451016 nChanged 231
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Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6451098 nChanged 198
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Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6451150 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -6451209.500000 Penalty: 5343.522949
	Iteration 24Q: 3 clusters Score -6451210 nChanged 194
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Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6451260 nChanged 185
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6451323 nChanged 159
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Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6451353 nChanged 149
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Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6451412 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6451436 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6451460 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6451483 nChanged 114
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Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6451528 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6451544 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6451552 nChanged 92
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Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6451576 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6451588 nChanged 60
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Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6451599 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6451610 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6451637 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6451654 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6451656 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6451672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6451668 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6451686 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6451694 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6451692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6451701 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -6451703.500000 Penalty: 5343.522949
	Iteration 48Q: 3 clusters Score -6451704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -6451708.000000 Penalty: 5343.522949
	Iteration 49Q: 3 clusters Score -6451708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -6451713.000000 Penalty: 5343.522949
	Iteration 50Q: 3 clusters Score -6451713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -6451719.000000 Penalty: 5343.522949
	Iteration 51Q: 3 clusters Score -6451719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -6451715.000000 Penalty: 5343.522949
	Iteration 52Q: 3 clusters Score -6451715 nChanged 10
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Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6451718 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6451727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6451720 nChanged 13
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Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 45859 members 
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	Iteration 56Q: 3 clusters Score -6451715 nChanged 12
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Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6451714 nChanged 13
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Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6451713 nChanged 7
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Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6451712 nChanged 6
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Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6451717 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 45900 members 
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	Iteration 61Q: 3 clusters Score -6451712 nChanged 4
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Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6451712 nChanged 3
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Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6451714 nChanged 3
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Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6451717 nChanged 3
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Mstep: Class 1 contains 1813 members 
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	Iteration 65Q: 3 clusters Score -6451716 nChanged 2
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Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6451712 nChanged 1
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Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 45916 members 
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	Iteration 67Q: 3 clusters Score -6451712 nChanged 4
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Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 45920 members 
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	Iteration 68Q: 3 clusters Score -6451713 nChanged 4
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Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6451709 nChanged 4
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Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6451712 nChanged 6
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Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6451713 nChanged 2
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Mstep: Class 1 contains 1790 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6451718 nChanged 2
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Mstep: Class 1 contains 1788 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6451716 nChanged 7
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Mstep: Class 1 contains 1781 members 
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	Iteration 74Q: 3 clusters Score -6451714 nChanged 5
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Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 45950 members 
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	Iteration 75Q: 3 clusters Score -6451708 nChanged 4
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Mstep: Class 1 contains 1772 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6451712 nChanged 5
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Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6451717 nChanged 6
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	Iteration 78Q: 3 clusters Score -6451718 nChanged 7
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6451723 nChanged 7
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Mstep: Class 1 contains 1751 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6451727 nChanged 8
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6451726 nChanged 5
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Mstep: Class 1 contains 1738 members 
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	Iteration 82Q: 3 clusters Score -6451728 nChanged 5
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Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6451722 nChanged 8
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Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 46001 members 
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	Iteration 84Q: 3 clusters Score -6451722 nChanged 7
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Mstep: Class 1 contains 1718 members 
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	Iteration 85Q: 3 clusters Score -6451718 nChanged 6
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Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6451724 nChanged 6
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Mstep: Class 1 contains 1706 members 
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	Iteration 87Q: 3 clusters Score -6451720 nChanged 5
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	Iteration 88Q: 3 clusters Score -6451725 nChanged 5
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	Iteration 89Q: 3 clusters Score -6451720 nChanged 3
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Mstep: Class 1 contains 1693 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6451714 nChanged 3
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	Iteration 91Q: 3 clusters Score -6451718 nChanged 4
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6451724 nChanged 3
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Mstep: Class 1 contains 1685 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6451727 nChanged 7
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Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6451734 nChanged 6
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Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -6451735.000000 Penalty: 5343.522949
	Iteration 95Q: 3 clusters Score -6451735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -6451736.500000 Penalty: 5343.522949
	Iteration 96Q: 3 clusters Score -6451736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -6451741.000000 Penalty: 5343.522949
	Iteration 97Q: 3 clusters Score -6451741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -6451742.500000 Penalty: 5343.522949
	Iteration 98Q: 3 clusters Score -6451742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -6451744.000000 Penalty: 5343.522949
	Iteration 99Q: 3 clusters Score -6451744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -6451758.000000 Penalty: 5343.522949
	Iteration 100F: 3 clusters Score -6451758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -6451767.000000 Penalty: 5343.522949
	Iteration 101Q: 3 clusters Score -6451767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -6451769.000000 Penalty: 5343.522949
	Iteration 102Q: 3 clusters Score -6451769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -6451776.000000 Penalty: 5343.522949
	Iteration 103Q: 3 clusters Score -6451776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -6451776.000000 Penalty: 5343.522949
	Iteration 104Q: 3 clusters Score -6451776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -6451785.500000 Penalty: 5343.522949
	Iteration 105Q: 3 clusters Score -6451786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -6451789.000000 Penalty: 5343.522949
	Iteration 106Q: 3 clusters Score -6451789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -6451793.000000 Penalty: 5343.522949
	Iteration 107Q: 3 clusters Score -6451793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6451793.500000 Penalty: 5343.522949
	Iteration 108Q: 3 clusters Score -6451794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -6451800.500000 Penalty: 5343.522949
	Iteration 109Q: 3 clusters Score -6451800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -6451802.000000 Penalty: 5343.522949
	Iteration 110Q: 3 clusters Score -6451802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -6451799.500000 Penalty: 5343.522949
	Iteration 111Q: 3 clusters Score -6451800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -6451808.000000 Penalty: 5343.522949
	Iteration 112Q: 3 clusters Score -6451808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -6451814.000000 Penalty: 5343.522949
	Iteration 113Q: 3 clusters Score -6451814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -6451811.000000 Penalty: 5343.522949
	Iteration 114Q: 3 clusters Score -6451811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -6451819.500000 Penalty: 5343.522949
	Iteration 115Q: 3 clusters Score -6451820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -6451827.000000 Penalty: 5343.522949
	Iteration 116Q: 3 clusters Score -6451827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -6451827.000000 Penalty: 5343.522949
	Iteration 117Q: 3 clusters Score -6451827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -6451824.000000 Penalty: 5343.522949
	Iteration 118Q: 3 clusters Score -6451824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -6451834.000000 Penalty: 5343.522949
	Iteration 119Q: 3 clusters Score -6451834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -6451835.000000 Penalty: 5343.522949
	Iteration 120F: 3 clusters Score -6451835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -6451841.000000 Penalty: 5343.522949
	Iteration 121Q: 3 clusters Score -6451841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -6451836.500000 Penalty: 5343.522949
	Iteration 122Q: 3 clusters Score -6451836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -6451836.500000 Penalty: 5343.522949
	Iteration 123F: 3 clusters Score -6451836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Entering Unmasked Estep 
Score: -1548692.625000 Penalty: 2334.068359
	Iteration 0F: 2 clusters Score -1548693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1539706.875000 Penalty: 4668.136719
	Iteration 0F: 3 clusters Score -1539707 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1542593.625000 Penalty: 4668.136719
	Iteration 1F: 3 clusters Score -1542594 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1542994.500000 Penalty: 4668.136719
	Iteration 2F: 3 clusters Score -1542994 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1543520.500000 Penalty: 4668.136719
	Iteration 3F: 3 clusters Score -1543520 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1544115.250000 Penalty: 4668.136719
	Iteration 4F: 3 clusters Score -1544115 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1544692.750000 Penalty: 4668.136719
	Iteration 5F: 3 clusters Score -1544693 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1545237.000000 Penalty: 4668.136719
	Iteration 6F: 3 clusters Score -1545237 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1545833.000000 Penalty: 4668.136719
	Iteration 7F: 3 clusters Score -1545833 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1546488.875000 Penalty: 4668.136719
	Iteration 8F: 3 clusters Score -1546489 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1547153.250000 Penalty: 4668.136719
	Iteration 9F: 3 clusters Score -1547153 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1547687.375000 Penalty: 4668.136719
	Iteration 10F: 3 clusters Score -1547687 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1548112.375000 Penalty: 4668.136719
	Iteration 11Q: 3 clusters Score -1548112 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1548412.375000 Penalty: 4668.136719
	Iteration 12Q: 3 clusters Score -1548412 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1548668.000000 Penalty: 4668.136719
	Iteration 13Q: 3 clusters Score -1548668 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1548851.875000 Penalty: 4668.136719
	Iteration 14Q: 3 clusters Score -1548852 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1549018.875000 Penalty: 4668.136719
	Iteration 15Q: 3 clusters Score -1549019 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1549142.750000 Penalty: 4668.136719
	Iteration 16Q: 3 clusters Score -1549143 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1549208.125000 Penalty: 4668.136719
	Iteration 17Q: 3 clusters Score -1549208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1549230.000000 Penalty: 4668.136719
	Iteration 18Q: 3 clusters Score -1549230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1549244.250000 Penalty: 4668.136719
	Iteration 19Q: 3 clusters Score -1549244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1549259.375000 Penalty: 4668.136719
	Iteration 20F: 3 clusters Score -1549259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1549266.250000 Penalty: 4668.136719
	Iteration 21Q: 3 clusters Score -1549266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1549276.500000 Penalty: 4668.136719
	Iteration 22Q: 3 clusters Score -1549276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1549273.625000 Penalty: 4668.136719
	Iteration 23Q: 3 clusters Score -1549274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1549277.125000 Penalty: 4668.136719
	Iteration 24Q: 3 clusters Score -1549277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1549279.375000 Penalty: 4668.136719
	Iteration 25Q: 3 clusters Score -1549279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1549282.750000 Penalty: 4668.136719
	Iteration 26Q: 3 clusters Score -1549283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1549282.875000 Penalty: 4668.136719
	Iteration 27Q: 3 clusters Score -1549283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1549283.750000 Penalty: 4668.136719
	Iteration 28Q: 3 clusters Score -1549284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1549285.000000 Penalty: 4668.136719
	Iteration 29Q: 3 clusters Score -1549285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1549285.000000 Penalty: 4668.136719
	Iteration 30F: 3 clusters Score -1549285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 8547 members 
Mstep: Class 4 contains 47726 members 
Mstep: Class 5 contains 11183 members 
Mstep: Class 6 contains 28306 members 
Mstep: Class 7 contains 183921 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 175641 members 
Mstep: Class 11 contains 198630 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26869 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48337 members 
Mstep: Class 16 contains 17823 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37913 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 198352 members 
Mstep: Class 21 contains 1046 members 
Entering Unmasked Estep 
Score: -144336272.000000 Penalty: 72426.367188
Splitting cluster 5 changes total score from -144337040.000000 to -144336272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (28306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Entering Unmasked Estep 
Score: -3847667.250000 Penalty: 2542.205566
	Iteration 0F: 2 clusters Score -3847667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3828175.250000 Penalty: 5084.411133
	Iteration 0F: 3 clusters Score -3828175 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3834954.250000 Penalty: 5084.411133
	Iteration 1F: 3 clusters Score -3834954 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3835360.250000 Penalty: 5084.411133
	Iteration 2Q: 3 clusters Score -3835360 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3835784.750000 Penalty: 5084.411133
	Iteration 3Q: 3 clusters Score -3835785 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3836273.750000 Penalty: 5084.411133
	Iteration 4Q: 3 clusters Score -3836274 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3836953.750000 Penalty: 5084.411133
	Iteration 5Q: 3 clusters Score -3836954 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -3837959.250000 Penalty: 5084.411133
	Iteration 6F: 3 clusters Score -3837959 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3839486.250000 Penalty: 5084.411133
	Iteration 7F: 3 clusters Score -3839486 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3841429.750000 Penalty: 5084.411133
	Iteration 8F: 3 clusters Score -3841430 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3843242.000000 Penalty: 5084.411133
	Iteration 9F: 3 clusters Score -3843242 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3844402.250000 Penalty: 5084.411133
	Iteration 10Q: 3 clusters Score -3844402 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3844973.750000 Penalty: 5084.411133
	Iteration 11Q: 3 clusters Score -3844974 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3845185.000000 Penalty: 5084.411133
	Iteration 12Q: 3 clusters Score -3845185 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3845289.500000 Penalty: 5084.411133
	Iteration 13Q: 3 clusters Score -3845290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3845339.500000 Penalty: 5084.411133
	Iteration 14Q: 3 clusters Score -3845340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3845375.250000 Penalty: 5084.411133
	Iteration 15Q: 3 clusters Score -3845375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3845395.500000 Penalty: 5084.411133
	Iteration 16Q: 3 clusters Score -3845396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3845417.500000 Penalty: 5084.411133
	Iteration 17Q: 3 clusters Score -3845418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3845422.750000 Penalty: 5084.411133
	Iteration 18Q: 3 clusters Score -3845423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3845426.000000 Penalty: 5084.411133
	Iteration 19Q: 3 clusters Score -3845426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3845431.000000 Penalty: 5084.411133
	Iteration 20F: 3 clusters Score -3845431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3845430.500000 Penalty: 5084.411133
	Iteration 21Q: 3 clusters Score -3845430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3845430.500000 Penalty: 5084.411133
	Iteration 22F: 3 clusters Score -3845430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (183921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183921 members 
Entering Unmasked Estep 
Score: -24614410.000000 Penalty: 3006.321045
	Iteration 0F: 2 clusters Score -2.461441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 92082 members 
Entering Unmasked Estep 
Score: -24496456.000000 Penalty: 6012.642090
	Iteration 0F: 3 clusters Score -2.449646e+07 nChanged 87982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -24547396.000000 Penalty: 6012.642090
	Iteration 1F: 3 clusters Score -2.45474e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 94622 members 
Entering Unmasked Estep 
Score: -24548410.000000 Penalty: 6012.642090
	Iteration 2Q: 3 clusters Score -2.454841e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -24549518.000000 Penalty: 6012.642090
	Iteration 3Q: 3 clusters Score -2.454952e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84777 members 
Mstep: Class 2 contains 99144 members 
Entering Unmasked Estep 
Score: -24550972.000000 Penalty: 6012.642090
	Iteration 4Q: 3 clusters Score -2.455097e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 103541 members 
Entering Unmasked Estep 
Score: -24553522.000000 Penalty: 6012.642090
	Iteration 5Q: 3 clusters Score -2.455352e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73715 members 
Mstep: Class 2 contains 110206 members 
Entering Unmasked Estep 
Score: -24557574.000000 Penalty: 6012.642090
	Iteration 6Q: 3 clusters Score -2.455757e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 120035 members 
Entering Unmasked Estep 
Score: -24564772.000000 Penalty: 6012.642090
	Iteration 7F: 3 clusters Score -2.456477e+07 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 132650 members 
Entering Unmasked Estep 
Score: -24576372.000000 Penalty: 6012.642090
	Iteration 8F: 3 clusters Score -2.457637e+07 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 145480 members 
Entering Unmasked Estep 
Score: -24590964.000000 Penalty: 6012.642090
	Iteration 9F: 3 clusters Score -2.459096e+07 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 154154 members 
Entering Unmasked Estep 
Score: -24603892.000000 Penalty: 6012.642090
	Iteration 10F: 3 clusters Score -2.460389e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 157571 members 
Entering Unmasked Estep 
Score: -24610156.000000 Penalty: 6012.642090
	Iteration 11Q: 3 clusters Score -2.461016e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 159415 members 
Entering Unmasked Estep 
Score: -24611876.000000 Penalty: 6012.642090
	Iteration 12Q: 3 clusters Score -2.461188e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 161067 members 
Entering Unmasked Estep 
Score: -24612544.000000 Penalty: 6012.642090
	Iteration 13Q: 3 clusters Score -2.461254e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 162677 members 
Entering Unmasked Estep 
Score: -24613002.000000 Penalty: 6012.642090
	Iteration 14Q: 3 clusters Score -2.4613e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 164171 members 
Entering Unmasked Estep 
Score: -24613180.000000 Penalty: 6012.642090
	Iteration 15Q: 3 clusters Score -2.461318e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 165610 members 
Entering Unmasked Estep 
Score: -24613310.000000 Penalty: 6012.642090
	Iteration 16Q: 3 clusters Score -2.461331e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 166924 members 
Entering Unmasked Estep 
Score: -24613244.000000 Penalty: 6012.642090
	Iteration 17Q: 3 clusters Score -2.461324e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 168134 members 
Entering Unmasked Estep 
Score: -24613298.000000 Penalty: 6012.642090
	Iteration 18Q: 3 clusters Score -2.46133e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 169217 members 
Entering Unmasked Estep 
Score: -24613146.000000 Penalty: 6012.642090
	Iteration 19Q: 3 clusters Score -2.461315e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 170172 members 
Entering Unmasked Estep 
Score: -24613092.000000 Penalty: 6012.642090
	Iteration 20F: 3 clusters Score -2.461309e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 171059 members 
Entering Unmasked Estep 
Score: -24613094.000000 Penalty: 6012.642090
	Iteration 21Q: 3 clusters Score -2.461309e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 171847 members 
Entering Unmasked Estep 
Score: -24613128.000000 Penalty: 6012.642090
	Iteration 22Q: 3 clusters Score -2.461313e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 172581 members 
Entering Unmasked Estep 
Score: -24613090.000000 Penalty: 6012.642090
	Iteration 23Q: 3 clusters Score -2.461309e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 173256 members 
Entering Unmasked Estep 
Score: -24613032.000000 Penalty: 6012.642090
	Iteration 24Q: 3 clusters Score -2.461303e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 173895 members 
Entering Unmasked Estep 
Score: -24613006.000000 Penalty: 6012.642090
	Iteration 25Q: 3 clusters Score -2.461301e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 174441 members 
Entering Unmasked Estep 
Score: -24613014.000000 Penalty: 6012.642090
	Iteration 26Q: 3 clusters Score -2.461301e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 174971 members 
Entering Unmasked Estep 
Score: -24613052.000000 Penalty: 6012.642090
	Iteration 27Q: 3 clusters Score -2.461305e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 175480 members 
Entering Unmasked Estep 
Score: -24613012.000000 Penalty: 6012.642090
	Iteration 28Q: 3 clusters Score -2.461301e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 175940 members 
Entering Unmasked Estep 
Score: -24612936.000000 Penalty: 6012.642090
	Iteration 29Q: 3 clusters Score -2.461294e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 176366 members 
Entering Unmasked Estep 
Score: -24612952.000000 Penalty: 6012.642090
	Iteration 30Q: 3 clusters Score -2.461295e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 176765 members 
Entering Unmasked Estep 
Score: -24612930.000000 Penalty: 6012.642090
	Iteration 31Q: 3 clusters Score -2.461293e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 177121 members 
Entering Unmasked Estep 
Score: -24612884.000000 Penalty: 6012.642090
	Iteration 32Q: 3 clusters Score -2.461288e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 177475 members 
Entering Unmasked Estep 
Score: -24612832.000000 Penalty: 6012.642090
	Iteration 33Q: 3 clusters Score -2.461283e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 177802 members 
Entering Unmasked Estep 
Score: -24612818.000000 Penalty: 6012.642090
	Iteration 34Q: 3 clusters Score -2.461282e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 178088 members 
Entering Unmasked Estep 
Score: -24612712.000000 Penalty: 6012.642090
	Iteration 35Q: 3 clusters Score -2.461271e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 178316 members 
Entering Unmasked Estep 
Score: -24612710.000000 Penalty: 6012.642090
	Iteration 36Q: 3 clusters Score -2.461271e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 178506 members 
Entering Unmasked Estep 
Score: -24612688.000000 Penalty: 6012.642090
	Iteration 37Q: 3 clusters Score -2.461269e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 178683 members 
Entering Unmasked Estep 
Score: -24612682.000000 Penalty: 6012.642090
	Iteration 38Q: 3 clusters Score -2.461268e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 178859 members 
Entering Unmasked Estep 
Score: -24612578.000000 Penalty: 6012.642090
	Iteration 39Q: 3 clusters Score -2.461258e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 179028 members 
Entering Unmasked Estep 
Score: -24612552.000000 Penalty: 6012.642090
	Iteration 40F: 3 clusters Score -2.461255e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 179194 members 
Entering Unmasked Estep 
Score: -24612578.000000 Penalty: 6012.642090
	Iteration 41Q: 3 clusters Score -2.461258e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 179356 members 
Entering Unmasked Estep 
Score: -24612544.000000 Penalty: 6012.642090
	Iteration 42Q: 3 clusters Score -2.461254e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 179526 members 
Entering Unmasked Estep 
Score: -24612504.000000 Penalty: 6012.642090
	Iteration 43Q: 3 clusters Score -2.46125e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 179667 members 
Entering Unmasked Estep 
Score: -24612500.000000 Penalty: 6012.642090
	Iteration 44Q: 3 clusters Score -2.46125e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 179794 members 
Entering Unmasked Estep 
Score: -24612482.000000 Penalty: 6012.642090
	Iteration 45Q: 3 clusters Score -2.461248e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 179926 members 
Entering Unmasked Estep 
Score: -24612504.000000 Penalty: 6012.642090
	Iteration 46Q: 3 clusters Score -2.46125e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 180057 members 
Entering Unmasked Estep 
Score: -24612478.000000 Penalty: 6012.642090
	Iteration 47Q: 3 clusters Score -2.461248e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 180190 members 
Entering Unmasked Estep 
Score: -24612484.000000 Penalty: 6012.642090
	Iteration 48Q: 3 clusters Score -2.461248e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 180312 members 
Entering Unmasked Estep 
Score: -24612478.000000 Penalty: 6012.642090
	Iteration 49Q: 3 clusters Score -2.461248e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 180423 members 
Entering Unmasked Estep 
Score: -24612476.000000 Penalty: 6012.642090
	Iteration 50Q: 3 clusters Score -2.461248e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 180512 members 
Entering Unmasked Estep 
Score: -24612518.000000 Penalty: 6012.642090
	Iteration 51Q: 3 clusters Score -2.461252e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 180599 members 
Entering Unmasked Estep 
Score: -24612464.000000 Penalty: 6012.642090
	Iteration 52Q: 3 clusters Score -2.461246e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 180697 members 
Entering Unmasked Estep 
Score: -24612430.000000 Penalty: 6012.642090
	Iteration 53Q: 3 clusters Score -2.461243e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 180784 members 
Entering Unmasked Estep 
Score: -24612420.000000 Penalty: 6012.642090
	Iteration 54Q: 3 clusters Score -2.461242e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 180864 members 
Entering Unmasked Estep 
Score: -24612448.000000 Penalty: 6012.642090
	Iteration 55Q: 3 clusters Score -2.461245e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 180939 members 
Entering Unmasked Estep 
Score: -24612402.000000 Penalty: 6012.642090
	Iteration 56Q: 3 clusters Score -2.46124e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 181014 members 
Entering Unmasked Estep 
Score: -24612416.000000 Penalty: 6012.642090
	Iteration 57Q: 3 clusters Score -2.461242e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 181075 members 
Entering Unmasked Estep 
Score: -24612408.000000 Penalty: 6012.642090
	Iteration 58Q: 3 clusters Score -2.461241e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 181135 members 
Entering Unmasked Estep 
Score: -24612376.000000 Penalty: 6012.642090
	Iteration 59Q: 3 clusters Score -2.461238e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 181196 members 
Entering Unmasked Estep 
Score: -24612340.000000 Penalty: 6012.642090
	Iteration 60F: 3 clusters Score -2.461234e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 181243 members 
Entering Unmasked Estep 
Score: -24612374.000000 Penalty: 6012.642090
	Iteration 61Q: 3 clusters Score -2.461237e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 181298 members 
Entering Unmasked Estep 
Score: -24612394.000000 Penalty: 6012.642090
	Iteration 62Q: 3 clusters Score -2.461239e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 181351 members 
Entering Unmasked Estep 
Score: -24612370.000000 Penalty: 6012.642090
	Iteration 63Q: 3 clusters Score -2.461237e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 181397 members 
Entering Unmasked Estep 
Score: -24612368.000000 Penalty: 6012.642090
	Iteration 64Q: 3 clusters Score -2.461237e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 181439 members 
Entering Unmasked Estep 
Score: -24612378.000000 Penalty: 6012.642090
	Iteration 65Q: 3 clusters Score -2.461238e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 181478 members 
Entering Unmasked Estep 
Score: -24612374.000000 Penalty: 6012.642090
	Iteration 66Q: 3 clusters Score -2.461237e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 181517 members 
Entering Unmasked Estep 
Score: -24612332.000000 Penalty: 6012.642090
	Iteration 67Q: 3 clusters Score -2.461233e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 181557 members 
Entering Unmasked Estep 
Score: -24612294.000000 Penalty: 6012.642090
	Iteration 68Q: 3 clusters Score -2.461229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 181594 members 
Entering Unmasked Estep 
Score: -24612296.000000 Penalty: 6012.642090
	Iteration 69Q: 3 clusters Score -2.46123e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 181627 members 
Entering Unmasked Estep 
Score: -24612304.000000 Penalty: 6012.642090
	Iteration 70Q: 3 clusters Score -2.46123e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 181658 members 
Entering Unmasked Estep 
Score: -24612294.000000 Penalty: 6012.642090
	Iteration 71Q: 3 clusters Score -2.461229e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 181686 members 
Entering Unmasked Estep 
Score: -24612302.000000 Penalty: 6012.642090
	Iteration 72Q: 3 clusters Score -2.46123e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 181716 members 
Entering Unmasked Estep 
Score: -24612310.000000 Penalty: 6012.642090
	Iteration 73Q: 3 clusters Score -2.461231e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 181740 members 
Entering Unmasked Estep 
Score: -24612296.000000 Penalty: 6012.642090
	Iteration 74Q: 3 clusters Score -2.46123e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 181769 members 
Entering Unmasked Estep 
Score: -24612318.000000 Penalty: 6012.642090
	Iteration 75Q: 3 clusters Score -2.461232e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 181798 members 
Entering Unmasked Estep 
Score: -24612326.000000 Penalty: 6012.642090
	Iteration 76Q: 3 clusters Score -2.461233e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 181826 members 
Entering Unmasked Estep 
Score: -24612318.000000 Penalty: 6012.642090
	Iteration 77Q: 3 clusters Score -2.461232e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 181849 members 
Entering Unmasked Estep 
Score: -24612320.000000 Penalty: 6012.642090
	Iteration 78Q: 3 clusters Score -2.461232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 181869 members 
Entering Unmasked Estep 
Score: -24612306.000000 Penalty: 6012.642090
	Iteration 79Q: 3 clusters Score -2.461231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 181887 members 
Entering Unmasked Estep 
Score: -24612314.000000 Penalty: 6012.642090
	Iteration 80F: 3 clusters Score -2.461231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 181899 members 
Entering Unmasked Estep 
Score: -24612322.000000 Penalty: 6012.642090
	Iteration 81Q: 3 clusters Score -2.461232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 181909 members 
Entering Unmasked Estep 
Score: -24612326.000000 Penalty: 6012.642090
	Iteration 82Q: 3 clusters Score -2.461233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 181922 members 
Entering Unmasked Estep 
Score: -24612324.000000 Penalty: 6012.642090
	Iteration 83Q: 3 clusters Score -2.461232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 181934 members 
Entering Unmasked Estep 
Score: -24612316.000000 Penalty: 6012.642090
	Iteration 84Q: 3 clusters Score -2.461232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 181948 members 
Entering Unmasked Estep 
Score: -24612332.000000 Penalty: 6012.642090
	Iteration 85Q: 3 clusters Score -2.461233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 181963 members 
Entering Unmasked Estep 
Score: -24612328.000000 Penalty: 6012.642090
	Iteration 86Q: 3 clusters Score -2.461233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 181980 members 
Entering Unmasked Estep 
Score: -24612344.000000 Penalty: 6012.642090
	Iteration 87Q: 3 clusters Score -2.461234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 181993 members 
Entering Unmasked Estep 
Score: -24612348.000000 Penalty: 6012.642090
	Iteration 88Q: 3 clusters Score -2.461235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 182007 members 
Entering Unmasked Estep 
Score: -24612356.000000 Penalty: 6012.642090
	Iteration 89Q: 3 clusters Score -2.461236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 182024 members 
Entering Unmasked Estep 
Score: -24612384.000000 Penalty: 6012.642090
	Iteration 90Q: 3 clusters Score -2.461238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 182041 members 
Entering Unmasked Estep 
Score: -24612358.000000 Penalty: 6012.642090
	Iteration 91Q: 3 clusters Score -2.461236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 182052 members 
Entering Unmasked Estep 
Score: -24612336.000000 Penalty: 6012.642090
	Iteration 92Q: 3 clusters Score -2.461234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 182060 members 
Entering Unmasked Estep 
Score: -24612338.000000 Penalty: 6012.642090
	Iteration 93Q: 3 clusters Score -2.461234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 182073 members 
Entering Unmasked Estep 
Score: -24612330.000000 Penalty: 6012.642090
	Iteration 94Q: 3 clusters Score -2.461233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 182084 members 
Entering Unmasked Estep 
Score: -24612322.000000 Penalty: 6012.642090
	Iteration 95Q: 3 clusters Score -2.461232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 182088 members 
Entering Unmasked Estep 
Score: -24612332.000000 Penalty: 6012.642090
	Iteration 96Q: 3 clusters Score -2.461233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 182094 members 
Entering Unmasked Estep 
Score: -24612322.000000 Penalty: 6012.642090
	Iteration 97Q: 3 clusters Score -2.461232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 182099 members 
Entering Unmasked Estep 
Score: -24612314.000000 Penalty: 6012.642090
	Iteration 98Q: 3 clusters Score -2.461231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 182103 members 
Entering Unmasked Estep 
Score: -24612324.000000 Penalty: 6012.642090
	Iteration 99Q: 3 clusters Score -2.461232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 182111 members 
Entering Unmasked Estep 
Score: -24612326.000000 Penalty: 6012.642090
	Iteration 100F: 3 clusters Score -2.461233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 182119 members 
Entering Unmasked Estep 
Score: -24612314.000000 Penalty: 6012.642090
	Iteration 101Q: 3 clusters Score -2.461231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 182128 members 
Entering Unmasked Estep 
Score: -24612312.000000 Penalty: 6012.642090
	Iteration 102Q: 3 clusters Score -2.461231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 182132 members 
Entering Unmasked Estep 
Score: -24612316.000000 Penalty: 6012.642090
	Iteration 103Q: 3 clusters Score -2.461232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 182135 members 
Entering Unmasked Estep 
Score: -24612326.000000 Penalty: 6012.642090
	Iteration 104Q: 3 clusters Score -2.461233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 182139 members 
Entering Unmasked Estep 
Score: -24612314.000000 Penalty: 6012.642090
	Iteration 105Q: 3 clusters Score -2.461231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 182144 members 
Entering Unmasked Estep 
Score: -24612310.000000 Penalty: 6012.642090
	Iteration 106Q: 3 clusters Score -2.461231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 182153 members 
Entering Unmasked Estep 
Score: -24612324.000000 Penalty: 6012.642090
	Iteration 107Q: 3 clusters Score -2.461232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 182156 members 
Entering Unmasked Estep 
Score: -24612316.000000 Penalty: 6012.642090
	Iteration 108Q: 3 clusters Score -2.461232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 182158 members 
Entering Unmasked Estep 
Score: -24612320.000000 Penalty: 6012.642090
	Iteration 109Q: 3 clusters Score -2.461232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 182160 members 
Entering Unmasked Estep 
Score: -24612326.000000 Penalty: 6012.642090
	Iteration 110Q: 3 clusters Score -2.461233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 182163 members 
Entering Unmasked Estep 
Score: -24612334.000000 Penalty: 6012.642090
	Iteration 111Q: 3 clusters Score -2.461233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 182163 members 
Entering Unmasked Estep 
Score: -24612334.000000 Penalty: 6012.642090
	Iteration 112F: 3 clusters Score -2.461233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Entering Unmasked Estep 
Score: -805508.062500 Penalty: 2150.734131
	Iteration 0F: 2 clusters Score -805508.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -800394.625000 Penalty: 4301.468262
	Iteration 0F: 3 clusters Score -800394.6 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -801671.500000 Penalty: 4301.468262
	Iteration 1F: 3 clusters Score -801671.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -801907.062500 Penalty: 4301.468262
	Iteration 2F: 3 clusters Score -801907.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -802065.000000 Penalty: 4301.468262
	Iteration 3F: 3 clusters Score -802065 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -802163.625000 Penalty: 4301.468262
	Iteration 4Q: 3 clusters Score -802163.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -802225.875000 Penalty: 4301.468262
	Iteration 5Q: 3 clusters Score -802225.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -802270.500000 Penalty: 4301.468262
	Iteration 6Q: 3 clusters Score -802270.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -802317.062500 Penalty: 4301.468262
	Iteration 7Q: 3 clusters Score -802317.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -802355.187500 Penalty: 4301.468262
	Iteration 8Q: 3 clusters Score -802355.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -802384.812500 Penalty: 4301.468262
	Iteration 9Q: 3 clusters Score -802384.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -802420.312500 Penalty: 4301.468262
	Iteration 10Q: 3 clusters Score -802420.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -802452.687500 Penalty: 4301.468262
	Iteration 11Q: 3 clusters Score -802452.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -802481.375000 Penalty: 4301.468262
	Iteration 12Q: 3 clusters Score -802481.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -802506.375000 Penalty: 4301.468262
	Iteration 13Q: 3 clusters Score -802506.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -802537.437500 Penalty: 4301.468262
	Iteration 14Q: 3 clusters Score -802537.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -802575.250000 Penalty: 4301.468262
	Iteration 15Q: 3 clusters Score -802575.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -802610.937500 Penalty: 4301.468262
	Iteration 16Q: 3 clusters Score -802610.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -802649.875000 Penalty: 4301.468262
	Iteration 17Q: 3 clusters Score -802649.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -802685.125000 Penalty: 4301.468262
	Iteration 18Q: 3 clusters Score -802685.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -802712.937500 Penalty: 4301.468262
	Iteration 19Q: 3 clusters Score -802712.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -802739.187500 Penalty: 4301.468262
	Iteration 20F: 3 clusters Score -802739.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -802764.625000 Penalty: 4301.468262
	Iteration 21Q: 3 clusters Score -802764.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -802798.750000 Penalty: 4301.468262
	Iteration 22Q: 3 clusters Score -802798.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -802845.437500 Penalty: 4301.468262
	Iteration 23Q: 3 clusters Score -802845.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -802882.250000 Penalty: 4301.468262
	Iteration 24Q: 3 clusters Score -802882.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -802930.500000 Penalty: 4301.468262
	Iteration 25Q: 3 clusters Score -802930.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -802986.687500 Penalty: 4301.468262
	Iteration 26Q: 3 clusters Score -802986.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -803049.562500 Penalty: 4301.468262
	Iteration 27Q: 3 clusters Score -803049.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -803099.437500 Penalty: 4301.468262
	Iteration 28Q: 3 clusters Score -803099.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -803155.437500 Penalty: 4301.468262
	Iteration 29Q: 3 clusters Score -803155.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -803195.375000 Penalty: 4301.468262
	Iteration 30Q: 3 clusters Score -803195.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -803253.812500 Penalty: 4301.468262
	Iteration 31Q: 3 clusters Score -803253.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -803308.187500 Penalty: 4301.468262
	Iteration 32Q: 3 clusters Score -803308.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -803348.937500 Penalty: 4301.468262
	Iteration 33Q: 3 clusters Score -803348.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -803380.250000 Penalty: 4301.468262
	Iteration 34Q: 3 clusters Score -803380.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -803404.062500 Penalty: 4301.468262
	Iteration 35Q: 3 clusters Score -803404.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -803429.062500 Penalty: 4301.468262
	Iteration 36Q: 3 clusters Score -803429.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -803454.437500 Penalty: 4301.468262
	Iteration 37Q: 3 clusters Score -803454.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -803472.125000 Penalty: 4301.468262
	Iteration 38Q: 3 clusters Score -803472.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -803491.187500 Penalty: 4301.468262
	Iteration 39Q: 3 clusters Score -803491.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -803509.437500 Penalty: 4301.468262
	Iteration 40F: 3 clusters Score -803509.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -803517.500000 Penalty: 4301.468262
	Iteration 41Q: 3 clusters Score -803517.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -803528.500000 Penalty: 4301.468262
	Iteration 42Q: 3 clusters Score -803528.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -803534.187500 Penalty: 4301.468262
	Iteration 43Q: 3 clusters Score -803534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -803540.312500 Penalty: 4301.468262
	Iteration 44Q: 3 clusters Score -803540.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -803546.437500 Penalty: 4301.468262
	Iteration 45Q: 3 clusters Score -803546.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -803551.500000 Penalty: 4301.468262
	Iteration 46Q: 3 clusters Score -803551.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -803553.937500 Penalty: 4301.468262
	Iteration 47Q: 3 clusters Score -803553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -803555.062500 Penalty: 4301.468262
	Iteration 48Q: 3 clusters Score -803555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -803556.437500 Penalty: 4301.468262
	Iteration 49Q: 3 clusters Score -803556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -803556.250000 Penalty: 4301.468262
	Iteration 50Q: 3 clusters Score -803556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -803556.250000 Penalty: 4301.468262
	Iteration 51F: 3 clusters Score -803556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -108077.703125 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -108077.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106549.335938 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -106549.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107694.390625 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -107694.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -108238.812500 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -108238.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -108441.320312 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -108441.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -108539.960938 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -108540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -108638.851562 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -108638.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -108697.578125 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -108697.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -108768.781250 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -108768.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108889.156250 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -108889.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -108981.445312 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -108981.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -109007.453125 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -109007.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -109028.382812 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -109028.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -109039.960938 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -109040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -109043.656250 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -109043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -109047.007812 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -109047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -109052.820312 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -109052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -109056.257812 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -109056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -109064.773438 Penalty: 3402.368896
	Iteration 17F: 3 clusters Score -109064.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -109121.750000 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -109121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109192.554688 Penalty: 3402.368896
	Iteration 19Q: 3 clusters Score -109192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109261.656250 Penalty: 3402.368896
	Iteration 20F: 3 clusters Score -109261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109374.804688 Penalty: 3402.368896
	Iteration 21Q: 3 clusters Score -109374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109471.515625 Penalty: 3402.368896
	Iteration 22Q: 3 clusters Score -109471.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109616.406250 Penalty: 3402.368896
	Iteration 23Q: 3 clusters Score -109616.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -109654.632812 Penalty: 3402.368896
	Iteration 24Q: 3 clusters Score -109654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -109680.976562 Penalty: 3402.368896
	Iteration 25Q: 3 clusters Score -109681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109711.304688 Penalty: 3402.368896
	Iteration 26Q: 3 clusters Score -109711.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -109747.429688 Penalty: 3402.368896
	Iteration 27Q: 3 clusters Score -109747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -109765.898438 Penalty: 3402.368896
	Iteration 28Q: 3 clusters Score -109765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -109799.851562 Penalty: 3402.368896
	Iteration 29Q: 3 clusters Score -109799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -109836.546875 Penalty: 3402.368896
	Iteration 30Q: 3 clusters Score -109836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -109850.257812 Penalty: 3402.368896
	Iteration 31Q: 3 clusters Score -109850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -109852.046875 Penalty: 3402.368896
	Iteration 32Q: 3 clusters Score -109852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -109852.046875 Penalty: 3402.368896
	Iteration 33F: 3 clusters Score -109852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 8547 members 
Mstep: Class 4 contains 47726 members 
Mstep: Class 5 contains 12229 members 
Mstep: Class 6 contains 28306 members 
Mstep: Class 7 contains 183921 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 175641 members 
Mstep: Class 11 contains 198630 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26869 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48337 members 
Mstep: Class 16 contains 17823 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37913 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 198352 members 
Mstep: Class 21 contains 620 members 
Entering Unmasked Estep 
Score: -144337232.000000 Penalty: 72426.367188
Splitting cluster 9 changes total score from -144337040.000000 to -144337232.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (175641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175641 members 
Entering Unmasked Estep 
Score: -23685306.000000 Penalty: 2994.896973
	Iteration 0F: 2 clusters Score -2.368531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87678 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -23572894.000000 Penalty: 5989.793945
	Iteration 0F: 3 clusters Score -2.357289e+07 nChanged 84294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 89765 members 
Entering Unmasked Estep 
Score: -23621738.000000 Penalty: 5989.793945
	Iteration 1F: 3 clusters Score -2.362174e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85122 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -23622718.000000 Penalty: 5989.793945
	Iteration 2Q: 3 clusters Score -2.362272e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -23624068.000000 Penalty: 5989.793945
	Iteration 3Q: 3 clusters Score -2.362407e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 92879 members 
Entering Unmasked Estep 
Score: -23626104.000000 Penalty: 5989.793945
	Iteration 4Q: 3 clusters Score -2.36261e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -23628784.000000 Penalty: 5989.793945
	Iteration 5Q: 3 clusters Score -2.362878e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
Score: -23633142.000000 Penalty: 5989.793945
	Iteration 6Q: 3 clusters Score -2.363314e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 99020 members 
Entering Unmasked Estep 
Score: -23639240.000000 Penalty: 5989.793945
	Iteration 7F: 3 clusters Score -2.363924e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -23646552.000000 Penalty: 5989.793945
	Iteration 8F: 3 clusters Score -2.364655e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -23653698.000000 Penalty: 5989.793945
	Iteration 9F: 3 clusters Score -2.36537e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 103210 members 
Entering Unmasked Estep 
Score: -23659116.000000 Penalty: 5989.793945
	Iteration 10F: 3 clusters Score -2.365912e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 103553 members 
Entering Unmasked Estep 
Score: -23662378.000000 Penalty: 5989.793945
	Iteration 11Q: 3 clusters Score -2.366238e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 103698 members 
Entering Unmasked Estep 
Score: -23664060.000000 Penalty: 5989.793945
	Iteration 12Q: 3 clusters Score -2.366406e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -23664884.000000 Penalty: 5989.793945
	Iteration 13Q: 3 clusters Score -2.366488e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -23665338.000000 Penalty: 5989.793945
	Iteration 14Q: 3 clusters Score -2.366534e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 103886 members 
Entering Unmasked Estep 
Score: -23665606.000000 Penalty: 5989.793945
	Iteration 15Q: 3 clusters Score -2.366561e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 103901 members 
Entering Unmasked Estep 
Score: -23665946.000000 Penalty: 5989.793945
	Iteration 16Q: 3 clusters Score -2.366595e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -23666202.000000 Penalty: 5989.793945
	Iteration 17Q: 3 clusters Score -2.36662e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -23666392.000000 Penalty: 5989.793945
	Iteration 18Q: 3 clusters Score -2.366639e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 103734 members 
Entering Unmasked Estep 
Score: -23666628.000000 Penalty: 5989.793945
	Iteration 19Q: 3 clusters Score -2.366663e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 103661 members 
Entering Unmasked Estep 
Score: -23666796.000000 Penalty: 5989.793945
	Iteration 20F: 3 clusters Score -2.36668e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -23667032.000000 Penalty: 5989.793945
	Iteration 21Q: 3 clusters Score -2.366703e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -23667196.000000 Penalty: 5989.793945
	Iteration 22Q: 3 clusters Score -2.36672e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
Score: -23667396.000000 Penalty: 5989.793945
	Iteration 23Q: 3 clusters Score -2.36674e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 103125 members 
Entering Unmasked Estep 
Score: -23667434.000000 Penalty: 5989.793945
	Iteration 24Q: 3 clusters Score -2.366743e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 102970 members 
Entering Unmasked Estep 
Score: -23667636.000000 Penalty: 5989.793945
	Iteration 25Q: 3 clusters Score -2.366764e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 102797 members 
Entering Unmasked Estep 
Score: -23667776.000000 Penalty: 5989.793945
	Iteration 26Q: 3 clusters Score -2.366778e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -23667938.000000 Penalty: 5989.793945
	Iteration 27Q: 3 clusters Score -2.366794e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 102352 members 
Entering Unmasked Estep 
Score: -23668098.000000 Penalty: 5989.793945
	Iteration 28Q: 3 clusters Score -2.36681e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -23668198.000000 Penalty: 5989.793945
	Iteration 29Q: 3 clusters Score -2.36682e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 101861 members 
Entering Unmasked Estep 
Score: -23668280.000000 Penalty: 5989.793945
	Iteration 30Q: 3 clusters Score -2.366828e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 101603 members 
Entering Unmasked Estep 
Score: -23668368.000000 Penalty: 5989.793945
	Iteration 31Q: 3 clusters Score -2.366837e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -23668418.000000 Penalty: 5989.793945
	Iteration 32Q: 3 clusters Score -2.366842e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -23668498.000000 Penalty: 5989.793945
	Iteration 33Q: 3 clusters Score -2.36685e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -23668686.000000 Penalty: 5989.793945
	Iteration 34Q: 3 clusters Score -2.366869e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -23668660.000000 Penalty: 5989.793945
	Iteration 35Q: 3 clusters Score -2.366866e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 100032 members 
Entering Unmasked Estep 
Score: -23668754.000000 Penalty: 5989.793945
	Iteration 36Q: 3 clusters Score -2.366875e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -23668792.000000 Penalty: 5989.793945
	Iteration 37Q: 3 clusters Score -2.366879e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 99431 members 
Entering Unmasked Estep 
Score: -23668856.000000 Penalty: 5989.793945
	Iteration 38Q: 3 clusters Score -2.366886e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -23668852.000000 Penalty: 5989.793945
	Iteration 39Q: 3 clusters Score -2.366885e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 98789 members 
Entering Unmasked Estep 
Score: -23668908.000000 Penalty: 5989.793945
	Iteration 40F: 3 clusters Score -2.366891e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -23668960.000000 Penalty: 5989.793945
	Iteration 41Q: 3 clusters Score -2.366896e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 98127 members 
Entering Unmasked Estep 
Score: -23668946.000000 Penalty: 5989.793945
	Iteration 42Q: 3 clusters Score -2.366895e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -23668946.000000 Penalty: 5989.793945
	Iteration 43Q: 3 clusters Score -2.366895e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -23668966.000000 Penalty: 5989.793945
	Iteration 44Q: 3 clusters Score -2.366897e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -23669008.000000 Penalty: 5989.793945
	Iteration 45Q: 3 clusters Score -2.366901e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -23669036.000000 Penalty: 5989.793945
	Iteration 46Q: 3 clusters Score -2.366904e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -23668982.000000 Penalty: 5989.793945
	Iteration 47Q: 3 clusters Score -2.366898e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -23669024.000000 Penalty: 5989.793945
	Iteration 48Q: 3 clusters Score -2.366902e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 95935 members 
Entering Unmasked Estep 
Score: -23668998.000000 Penalty: 5989.793945
	Iteration 49Q: 3 clusters Score -2.3669e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 95698 members 
Entering Unmasked Estep 
Score: -23669052.000000 Penalty: 5989.793945
	Iteration 50Q: 3 clusters Score -2.366905e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -23669068.000000 Penalty: 5989.793945
	Iteration 51Q: 3 clusters Score -2.366907e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 95285 members 
Entering Unmasked Estep 
Score: -23669048.000000 Penalty: 5989.793945
	Iteration 52Q: 3 clusters Score -2.366905e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -23669082.000000 Penalty: 5989.793945
	Iteration 53Q: 3 clusters Score -2.366908e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -23669110.000000 Penalty: 5989.793945
	Iteration 54Q: 3 clusters Score -2.366911e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
Score: -23669070.000000 Penalty: 5989.793945
	Iteration 55Q: 3 clusters Score -2.366907e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -23669106.000000 Penalty: 5989.793945
	Iteration 56Q: 3 clusters Score -2.366911e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 94384 members 
Entering Unmasked Estep 
Score: -23669114.000000 Penalty: 5989.793945
	Iteration 57Q: 3 clusters Score -2.366911e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 94233 members 
Entering Unmasked Estep 
Score: -23669132.000000 Penalty: 5989.793945
	Iteration 58Q: 3 clusters Score -2.366913e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -23669100.000000 Penalty: 5989.793945
	Iteration 59Q: 3 clusters Score -2.36691e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -23669102.000000 Penalty: 5989.793945
	Iteration 60F: 3 clusters Score -2.36691e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 93809 members 
Entering Unmasked Estep 
Score: -23669118.000000 Penalty: 5989.793945
	Iteration 61Q: 3 clusters Score -2.366912e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 93692 members 
Entering Unmasked Estep 
Score: -23669118.000000 Penalty: 5989.793945
	Iteration 62Q: 3 clusters Score -2.366912e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -23669132.000000 Penalty: 5989.793945
	Iteration 63Q: 3 clusters Score -2.366913e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 93517 members 
Entering Unmasked Estep 
Score: -23669178.000000 Penalty: 5989.793945
	Iteration 64Q: 3 clusters Score -2.366918e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -23669154.000000 Penalty: 5989.793945
	Iteration 65Q: 3 clusters Score -2.366915e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82310 members 
Mstep: Class 2 contains 93331 members 
Entering Unmasked Estep 
Score: -23669176.000000 Penalty: 5989.793945
	Iteration 66Q: 3 clusters Score -2.366918e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -23669228.000000 Penalty: 5989.793945
	Iteration 67Q: 3 clusters Score -2.366923e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -23669234.000000 Penalty: 5989.793945
	Iteration 68Q: 3 clusters Score -2.366923e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -23669210.000000 Penalty: 5989.793945
	Iteration 69Q: 3 clusters Score -2.366921e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 92945 members 
Entering Unmasked Estep 
Score: -23669234.000000 Penalty: 5989.793945
	Iteration 70Q: 3 clusters Score -2.366923e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82799 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -23669242.000000 Penalty: 5989.793945
	Iteration 71Q: 3 clusters Score -2.366924e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 92727 members 
Entering Unmasked Estep 
Score: -23669234.000000 Penalty: 5989.793945
	Iteration 72Q: 3 clusters Score -2.366923e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -23669262.000000 Penalty: 5989.793945
	Iteration 73Q: 3 clusters Score -2.366926e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -23669276.000000 Penalty: 5989.793945
	Iteration 74Q: 3 clusters Score -2.366928e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 92414 members 
Entering Unmasked Estep 
Score: -23669296.000000 Penalty: 5989.793945
	Iteration 75Q: 3 clusters Score -2.36693e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -23669284.000000 Penalty: 5989.793945
	Iteration 76Q: 3 clusters Score -2.366928e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -23669294.000000 Penalty: 5989.793945
	Iteration 77Q: 3 clusters Score -2.366929e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -23669312.000000 Penalty: 5989.793945
	Iteration 78Q: 3 clusters Score -2.366931e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -23669292.000000 Penalty: 5989.793945
	Iteration 79Q: 3 clusters Score -2.366929e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -23669308.000000 Penalty: 5989.793945
	Iteration 80F: 3 clusters Score -2.366931e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 91984 members 
Entering Unmasked Estep 
Score: -23669314.000000 Penalty: 5989.793945
	Iteration 81Q: 3 clusters Score -2.366931e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
Score: -23669350.000000 Penalty: 5989.793945
	Iteration 82Q: 3 clusters Score -2.366935e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83763 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
Score: -23669362.000000 Penalty: 5989.793945
	Iteration 83Q: 3 clusters Score -2.366936e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 91809 members 
Entering Unmasked Estep 
Score: -23669336.000000 Penalty: 5989.793945
	Iteration 84Q: 3 clusters Score -2.366934e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 91754 members 
Entering Unmasked Estep 
Score: -23669330.000000 Penalty: 5989.793945
	Iteration 85Q: 3 clusters Score -2.366933e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
Score: -23669350.000000 Penalty: 5989.793945
	Iteration 86Q: 3 clusters Score -2.366935e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -23669382.000000 Penalty: 5989.793945
	Iteration 87Q: 3 clusters Score -2.366938e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -23669392.000000 Penalty: 5989.793945
	Iteration 88Q: 3 clusters Score -2.366939e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 91586 members 
Entering Unmasked Estep 
Score: -23669388.000000 Penalty: 5989.793945
	Iteration 89Q: 3 clusters Score -2.366939e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -23669402.000000 Penalty: 5989.793945
	Iteration 90Q: 3 clusters Score -2.36694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -23669380.000000 Penalty: 5989.793945
	Iteration 91Q: 3 clusters Score -2.366938e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84138 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -23669368.000000 Penalty: 5989.793945
	Iteration 92Q: 3 clusters Score -2.366937e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -23669366.000000 Penalty: 5989.793945
	Iteration 93Q: 3 clusters Score -2.366937e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84184 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -23669370.000000 Penalty: 5989.793945
	Iteration 94Q: 3 clusters Score -2.366937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -23669354.000000 Penalty: 5989.793945
	Iteration 95Q: 3 clusters Score -2.366935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -23669368.000000 Penalty: 5989.793945
	Iteration 96Q: 3 clusters Score -2.366937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -23669366.000000 Penalty: 5989.793945
	Iteration 97Q: 3 clusters Score -2.366937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -23669370.000000 Penalty: 5989.793945
	Iteration 98Q: 3 clusters Score -2.366937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 91394 members 
Entering Unmasked Estep 
Score: -23669374.000000 Penalty: 5989.793945
	Iteration 99Q: 3 clusters Score -2.366937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -23669370.000000 Penalty: 5989.793945
	Iteration 100F: 3 clusters Score -2.366937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -23669368.000000 Penalty: 5989.793945
	Iteration 101Q: 3 clusters Score -2.366937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -23669378.000000 Penalty: 5989.793945
	Iteration 102Q: 3 clusters Score -2.366938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -23669382.000000 Penalty: 5989.793945
	Iteration 103Q: 3 clusters Score -2.366938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -23669368.000000 Penalty: 5989.793945
	Iteration 104Q: 3 clusters Score -2.366937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -23669380.000000 Penalty: 5989.793945
	Iteration 105Q: 3 clusters Score -2.366938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -23669380.000000 Penalty: 5989.793945
	Iteration 106Q: 3 clusters Score -2.366938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -23669352.000000 Penalty: 5989.793945
	Iteration 107Q: 3 clusters Score -2.366935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 91304 members 
Entering Unmasked Estep 
Score: -23669348.000000 Penalty: 5989.793945
	Iteration 108Q: 3 clusters Score -2.366935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 91298 members 
Entering Unmasked Estep 
Score: -23669340.000000 Penalty: 5989.793945
	Iteration 109Q: 3 clusters Score -2.366934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -23669362.000000 Penalty: 5989.793945
	Iteration 110Q: 3 clusters Score -2.366936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -23669348.000000 Penalty: 5989.793945
	Iteration 111Q: 3 clusters Score -2.366935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 91277 members 
Entering Unmasked Estep 
Score: -23669350.000000 Penalty: 5989.793945
	Iteration 112Q: 3 clusters Score -2.366935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -23669334.000000 Penalty: 5989.793945
	Iteration 113Q: 3 clusters Score -2.366933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84373 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -23669352.000000 Penalty: 5989.793945
	Iteration 114Q: 3 clusters Score -2.366935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -23669366.000000 Penalty: 5989.793945
	Iteration 115Q: 3 clusters Score -2.366937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
Score: -23669364.000000 Penalty: 5989.793945
	Iteration 116Q: 3 clusters Score -2.366936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 91248 members 
Entering Unmasked Estep 
Score: -23669364.000000 Penalty: 5989.793945
	Iteration 117Q: 3 clusters Score -2.366936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84403 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -23669370.000000 Penalty: 5989.793945
	Iteration 118Q: 3 clusters Score -2.366937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -23669352.000000 Penalty: 5989.793945
	Iteration 119Q: 3 clusters Score -2.366935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 91213 members 
Entering Unmasked Estep 
Score: -23669348.000000 Penalty: 5989.793945
	Iteration 120F: 3 clusters Score -2.366935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -23669328.000000 Penalty: 5989.793945
	Iteration 121Q: 3 clusters Score -2.366933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -23669340.000000 Penalty: 5989.793945
	Iteration 122Q: 3 clusters Score -2.366934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84467 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -23669322.000000 Penalty: 5989.793945
	Iteration 123Q: 3 clusters Score -2.366932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84483 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -23669324.000000 Penalty: 5989.793945
	Iteration 124Q: 3 clusters Score -2.366932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -23669326.000000 Penalty: 5989.793945
	Iteration 125Q: 3 clusters Score -2.366933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -23669308.000000 Penalty: 5989.793945
	Iteration 126Q: 3 clusters Score -2.366931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -23669308.000000 Penalty: 5989.793945
	Iteration 127Q: 3 clusters Score -2.366931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 91114 members 
Entering Unmasked Estep 
Score: -23669292.000000 Penalty: 5989.793945
	Iteration 128Q: 3 clusters Score -2.366929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -23669280.000000 Penalty: 5989.793945
	Iteration 129Q: 3 clusters Score -2.366928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -23669286.000000 Penalty: 5989.793945
	Iteration 130Q: 3 clusters Score -2.366929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -23669284.000000 Penalty: 5989.793945
	Iteration 131Q: 3 clusters Score -2.366928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84548 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -23669292.000000 Penalty: 5989.793945
	Iteration 132Q: 3 clusters Score -2.366929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -23669292.000000 Penalty: 5989.793945
	Iteration 133Q: 3 clusters Score -2.366929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -23669284.000000 Penalty: 5989.793945
	Iteration 134Q: 3 clusters Score -2.366928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84563 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -23669290.000000 Penalty: 5989.793945
	Iteration 135Q: 3 clusters Score -2.366929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -23669274.000000 Penalty: 5989.793945
	Iteration 136Q: 3 clusters Score -2.366927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -23669270.000000 Penalty: 5989.793945
	Iteration 137Q: 3 clusters Score -2.366927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -23669266.000000 Penalty: 5989.793945
	Iteration 138Q: 3 clusters Score -2.366927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84571 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -23669264.000000 Penalty: 5989.793945
	Iteration 139Q: 3 clusters Score -2.366926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84573 members 
Mstep: Class 2 contains 91068 members 
Entering Unmasked Estep 
Score: -23669268.000000 Penalty: 5989.793945
	Iteration 140F: 3 clusters Score -2.366927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -23669254.000000 Penalty: 5989.793945
	Iteration 141Q: 3 clusters Score -2.366925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -23669254.000000 Penalty: 5989.793945
	Iteration 142Q: 3 clusters Score -2.366925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -23669248.000000 Penalty: 5989.793945
	Iteration 143Q: 3 clusters Score -2.366925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -23669250.000000 Penalty: 5989.793945
	Iteration 144Q: 3 clusters Score -2.366925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -23669252.000000 Penalty: 5989.793945
	Iteration 145Q: 3 clusters Score -2.366925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -23669258.000000 Penalty: 5989.793945
	Iteration 146Q: 3 clusters Score -2.366926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -23669258.000000 Penalty: 5989.793945
	Iteration 147F: 3 clusters Score -2.366926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (198630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198630 members 
Entering Unmasked Estep 
Score: -26631374.000000 Penalty: 3025.401367
	Iteration 0F: 2 clusters Score -2.663137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99464 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -26503308.000000 Penalty: 6050.802734
	Iteration 0F: 3 clusters Score -2.650331e+07 nChanged 95686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 96802 members 
Entering Unmasked Estep 
Score: -26559958.000000 Penalty: 6050.802734
	Iteration 1F: 3 clusters Score -2.655996e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -26560914.000000 Penalty: 6050.802734
	Iteration 2Q: 3 clusters Score -2.656091e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -26562430.000000 Penalty: 6050.802734
	Iteration 3Q: 3 clusters Score -2.656243e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108447 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -26564408.000000 Penalty: 6050.802734
	Iteration 4Q: 3 clusters Score -2.656441e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113371 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -26567456.000000 Penalty: 6050.802734
	Iteration 5Q: 3 clusters Score -2.656746e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120533 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -26572594.000000 Penalty: 6050.802734
	Iteration 6F: 3 clusters Score -2.657259e+07 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130479 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -26580936.000000 Penalty: 6050.802734
	Iteration 7F: 3 clusters Score -2.658094e+07 nChanged 14895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142334 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -26593346.000000 Penalty: 6050.802734
	Iteration 8F: 3 clusters Score -2.659335e+07 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153916 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -26606160.000000 Penalty: 6050.802734
	Iteration 9F: 3 clusters Score -2.660616e+07 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162609 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -26615818.000000 Penalty: 6050.802734
	Iteration 10F: 3 clusters Score -2.661582e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -26620826.000000 Penalty: 6050.802734
	Iteration 11Q: 3 clusters Score -2.662083e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171861 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -26623058.000000 Penalty: 6050.802734
	Iteration 12Q: 3 clusters Score -2.662306e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174905 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -26624324.000000 Penalty: 6050.802734
	Iteration 13Q: 3 clusters Score -2.662432e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177588 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -26625358.000000 Penalty: 6050.802734
	Iteration 14Q: 3 clusters Score -2.662536e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180039 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -26625948.000000 Penalty: 6050.802734
	Iteration 15Q: 3 clusters Score -2.662595e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182271 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -26626612.000000 Penalty: 6050.802734
	Iteration 16Q: 3 clusters Score -2.662661e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184200 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -26627184.000000 Penalty: 6050.802734
	Iteration 17Q: 3 clusters Score -2.662718e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185968 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -26627580.000000 Penalty: 6050.802734
	Iteration 18Q: 3 clusters Score -2.662758e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187556 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -26627910.000000 Penalty: 6050.802734
	Iteration 19Q: 3 clusters Score -2.662791e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188941 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -26628168.000000 Penalty: 6050.802734
	Iteration 20F: 3 clusters Score -2.662817e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190193 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -26628382.000000 Penalty: 6050.802734
	Iteration 21Q: 3 clusters Score -2.662838e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191294 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -26628642.000000 Penalty: 6050.802734
	Iteration 22Q: 3 clusters Score -2.662864e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192284 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -26628860.000000 Penalty: 6050.802734
	Iteration 23Q: 3 clusters Score -2.662886e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193095 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -26628944.000000 Penalty: 6050.802734
	Iteration 24Q: 3 clusters Score -2.662894e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193740 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -26629116.000000 Penalty: 6050.802734
	Iteration 25Q: 3 clusters Score -2.662912e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194298 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -26629162.000000 Penalty: 6050.802734
	Iteration 26Q: 3 clusters Score -2.662916e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194777 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -26629192.000000 Penalty: 6050.802734
	Iteration 27Q: 3 clusters Score -2.662919e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195176 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -26629174.000000 Penalty: 6050.802734
	Iteration 28Q: 3 clusters Score -2.662917e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195486 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -26629156.000000 Penalty: 6050.802734
	Iteration 29Q: 3 clusters Score -2.662916e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195730 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -26629256.000000 Penalty: 6050.802734
	Iteration 30Q: 3 clusters Score -2.662926e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195927 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -26629206.000000 Penalty: 6050.802734
	Iteration 31Q: 3 clusters Score -2.662921e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196073 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -26629214.000000 Penalty: 6050.802734
	Iteration 32Q: 3 clusters Score -2.662921e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196196 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -26629260.000000 Penalty: 6050.802734
	Iteration 33Q: 3 clusters Score -2.662926e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196298 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -26629284.000000 Penalty: 6050.802734
	Iteration 34Q: 3 clusters Score -2.662928e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196380 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -26629270.000000 Penalty: 6050.802734
	Iteration 35Q: 3 clusters Score -2.662927e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196465 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -26629280.000000 Penalty: 6050.802734
	Iteration 36Q: 3 clusters Score -2.662928e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196547 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -26629288.000000 Penalty: 6050.802734
	Iteration 37Q: 3 clusters Score -2.662929e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196614 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -26629292.000000 Penalty: 6050.802734
	Iteration 38Q: 3 clusters Score -2.662929e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196685 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -26629306.000000 Penalty: 6050.802734
	Iteration 39Q: 3 clusters Score -2.662931e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196747 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -26629310.000000 Penalty: 6050.802734
	Iteration 40F: 3 clusters Score -2.662931e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196809 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -26629322.000000 Penalty: 6050.802734
	Iteration 41Q: 3 clusters Score -2.662932e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196865 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -26629326.000000 Penalty: 6050.802734
	Iteration 42Q: 3 clusters Score -2.662933e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196907 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -26629330.000000 Penalty: 6050.802734
	Iteration 43Q: 3 clusters Score -2.662933e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196932 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -26629324.000000 Penalty: 6050.802734
	Iteration 44Q: 3 clusters Score -2.662932e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196956 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -26629358.000000 Penalty: 6050.802734
	Iteration 45Q: 3 clusters Score -2.662936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196980 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -26629360.000000 Penalty: 6050.802734
	Iteration 46Q: 3 clusters Score -2.662936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196994 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -26629376.000000 Penalty: 6050.802734
	Iteration 47Q: 3 clusters Score -2.662938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197002 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -26629374.000000 Penalty: 6050.802734
	Iteration 48Q: 3 clusters Score -2.662937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197010 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -26629346.000000 Penalty: 6050.802734
	Iteration 49Q: 3 clusters Score -2.662935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197019 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -26629340.000000 Penalty: 6050.802734
	Iteration 50Q: 3 clusters Score -2.662934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197027 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -26629358.000000 Penalty: 6050.802734
	Iteration 51Q: 3 clusters Score -2.662936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197033 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -26629368.000000 Penalty: 6050.802734
	Iteration 52Q: 3 clusters Score -2.662937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197041 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -26629352.000000 Penalty: 6050.802734
	Iteration 53Q: 3 clusters Score -2.662935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197045 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -26629348.000000 Penalty: 6050.802734
	Iteration 54Q: 3 clusters Score -2.662935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197050 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -26629354.000000 Penalty: 6050.802734
	Iteration 55Q: 3 clusters Score -2.662935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197056 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -26629346.000000 Penalty: 6050.802734
	Iteration 56Q: 3 clusters Score -2.662935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197061 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -26629348.000000 Penalty: 6050.802734
	Iteration 57Q: 3 clusters Score -2.662935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197067 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -26629354.000000 Penalty: 6050.802734
	Iteration 58Q: 3 clusters Score -2.662935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197076 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -26629362.000000 Penalty: 6050.802734
	Iteration 59Q: 3 clusters Score -2.662936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197087 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -26629374.000000 Penalty: 6050.802734
	Iteration 60F: 3 clusters Score -2.662937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197099 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -26629380.000000 Penalty: 6050.802734
	Iteration 61Q: 3 clusters Score -2.662938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197107 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -26629372.000000 Penalty: 6050.802734
	Iteration 62Q: 3 clusters Score -2.662937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197113 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -26629376.000000 Penalty: 6050.802734
	Iteration 63Q: 3 clusters Score -2.662938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197116 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -26629394.000000 Penalty: 6050.802734
	Iteration 64Q: 3 clusters Score -2.662939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197122 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -26629398.000000 Penalty: 6050.802734
	Iteration 65Q: 3 clusters Score -2.66294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197127 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -26629382.000000 Penalty: 6050.802734
	Iteration 66Q: 3 clusters Score -2.662938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197135 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -26629384.000000 Penalty: 6050.802734
	Iteration 67Q: 3 clusters Score -2.662938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197143 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -26629414.000000 Penalty: 6050.802734
	Iteration 68Q: 3 clusters Score -2.662941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197149 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -26629402.000000 Penalty: 6050.802734
	Iteration 69Q: 3 clusters Score -2.66294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197158 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -26629408.000000 Penalty: 6050.802734
	Iteration 70Q: 3 clusters Score -2.662941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197169 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -26629402.000000 Penalty: 6050.802734
	Iteration 71Q: 3 clusters Score -2.66294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197180 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -26629388.000000 Penalty: 6050.802734
	Iteration 72Q: 3 clusters Score -2.662939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197189 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -26629392.000000 Penalty: 6050.802734
	Iteration 73Q: 3 clusters Score -2.662939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197200 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -26629396.000000 Penalty: 6050.802734
	Iteration 74Q: 3 clusters Score -2.66294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197209 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -26629388.000000 Penalty: 6050.802734
	Iteration 75Q: 3 clusters Score -2.662939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197219 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -26629394.000000 Penalty: 6050.802734
	Iteration 76Q: 3 clusters Score -2.662939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197232 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -26629370.000000 Penalty: 6050.802734
	Iteration 77Q: 3 clusters Score -2.662937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197245 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -26629390.000000 Penalty: 6050.802734
	Iteration 78Q: 3 clusters Score -2.662939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197253 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -26629380.000000 Penalty: 6050.802734
	Iteration 79Q: 3 clusters Score -2.662938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197259 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -26629382.000000 Penalty: 6050.802734
	Iteration 80F: 3 clusters Score -2.662938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197266 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -26629380.000000 Penalty: 6050.802734
	Iteration 81Q: 3 clusters Score -2.662938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197267 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -26629388.000000 Penalty: 6050.802734
	Iteration 82Q: 3 clusters Score -2.662939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197267 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -26629388.000000 Penalty: 6050.802734
	Iteration 83F: 3 clusters Score -2.662939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -165895.140625 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -165895.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -163803.968750 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -163804 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -164131.125000 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -164131.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -164191.734375 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -164191.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -164208.312500 Penalty: 3543.234375
	Iteration 3Q: 3 clusters Score -164208.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -164216.078125 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -164216.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -164227.375000 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -164227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -164228.796875 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -164228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -164232.375000 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -164232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -164233.187500 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -164233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -164234.765625 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -164234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -164236.312500 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -164236.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -164237.953125 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -164238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -164238.921875 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -164238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -164238.921875 Penalty: 3543.234375
	Iteration 13F: 3 clusters Score -164238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Entering Unmasked Estep 
Score: -3654859.250000 Penalty: 2529.284668
	Iteration 0F: 2 clusters Score -3654859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3636277.000000 Penalty: 5058.569336
	Iteration 0F: 3 clusters Score -3636277 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3643067.250000 Penalty: 5058.569336
	Iteration 1F: 3 clusters Score -3643067 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3643795.500000 Penalty: 5058.569336
	Iteration 2F: 3 clusters Score -3643796 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3644620.750000 Penalty: 5058.569336
	Iteration 3F: 3 clusters Score -3644621 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3645738.000000 Penalty: 5058.569336
	Iteration 4F: 3 clusters Score -3645738 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3647338.000000 Penalty: 5058.569336
	Iteration 5F: 3 clusters Score -3647338 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3649275.750000 Penalty: 5058.569336
	Iteration 6F: 3 clusters Score -3649276 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -3651042.750000 Penalty: 5058.569336
	Iteration 7F: 3 clusters Score -3651043 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3652259.500000 Penalty: 5058.569336
	Iteration 8F: 3 clusters Score -3652260 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3652977.750000 Penalty: 5058.569336
	Iteration 9Q: 3 clusters Score -3652978 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3653394.000000 Penalty: 5058.569336
	Iteration 10Q: 3 clusters Score -3653394 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3653647.250000 Penalty: 5058.569336
	Iteration 11Q: 3 clusters Score -3653647 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3653783.750000 Penalty: 5058.569336
	Iteration 12Q: 3 clusters Score -3653784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3653885.000000 Penalty: 5058.569336
	Iteration 13Q: 3 clusters Score -3653885 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3653919.500000 Penalty: 5058.569336
	Iteration 14Q: 3 clusters Score -3653920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3653969.500000 Penalty: 5058.569336
	Iteration 15Q: 3 clusters Score -3653970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3653995.750000 Penalty: 5058.569336
	Iteration 16Q: 3 clusters Score -3653996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3654015.500000 Penalty: 5058.569336
	Iteration 17Q: 3 clusters Score -3654016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3654027.250000 Penalty: 5058.569336
	Iteration 18Q: 3 clusters Score -3654027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3654041.500000 Penalty: 5058.569336
	Iteration 19Q: 3 clusters Score -3654042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3654040.750000 Penalty: 5058.569336
	Iteration 20F: 3 clusters Score -3654041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3654038.250000 Penalty: 5058.569336
	Iteration 21Q: 3 clusters Score -3654038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3654049.000000 Penalty: 5058.569336
	Iteration 22Q: 3 clusters Score -3654049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3654048.750000 Penalty: 5058.569336
	Iteration 23Q: 3 clusters Score -3654049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3654046.500000 Penalty: 5058.569336
	Iteration 24Q: 3 clusters Score -3654046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3654046.500000 Penalty: 5058.569336
	Iteration 25F: 3 clusters Score -3654046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -159174.296875 Penalty: 1778.570801
	Iteration 0F: 2 clusters Score -159174.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -157071.171875 Penalty: 3557.141602
	Iteration 0F: 3 clusters Score -157071.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157481.187500 Penalty: 3557.141602
	Iteration 1F: 3 clusters Score -157481.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -157636.234375 Penalty: 3557.141602
	Iteration 2F: 3 clusters Score -157636.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157828.187500 Penalty: 3557.141602
	Iteration 3F: 3 clusters Score -157828.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -158135.015625 Penalty: 3557.141602
	Iteration 4F: 3 clusters Score -158135 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -158678.171875 Penalty: 3557.141602
	Iteration 5F: 3 clusters Score -158678.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -159125.062500 Penalty: 3557.141602
	Iteration 6F: 3 clusters Score -159125.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159371.906250 Penalty: 3557.141602
	Iteration 7F: 3 clusters Score -159371.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -159593.843750 Penalty: 3557.141602
	Iteration 8Q: 3 clusters Score -159593.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159701.484375 Penalty: 3557.141602
	Iteration 9Q: 3 clusters Score -159701.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -159764.343750 Penalty: 3557.141602
	Iteration 10Q: 3 clusters Score -159764.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -159802.218750 Penalty: 3557.141602
	Iteration 11Q: 3 clusters Score -159802.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -159812.937500 Penalty: 3557.141602
	Iteration 12Q: 3 clusters Score -159812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -159830.046875 Penalty: 3557.141602
	Iteration 13Q: 3 clusters Score -159830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -159877.968750 Penalty: 3557.141602
	Iteration 14Q: 3 clusters Score -159878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -159970.000000 Penalty: 3557.141602
	Iteration 15Q: 3 clusters Score -159970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -160050.468750 Penalty: 3557.141602
	Iteration 16Q: 3 clusters Score -160050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160067.078125 Penalty: 3557.141602
	Iteration 17Q: 3 clusters Score -160067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160067.078125 Penalty: 3557.141602
	Iteration 18F: 3 clusters Score -160067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 8547 members 
Mstep: Class 4 contains 47726 members 
Mstep: Class 5 contains 12229 members 
Mstep: Class 6 contains 28306 members 
Mstep: Class 7 contains 183921 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 175641 members 
Mstep: Class 11 contains 198630 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26869 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 48337 members 
Mstep: Class 16 contains 17823 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37913 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 198352 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 861 members 
Entering Unmasked Estep 
Score: -144336416.000000 Penalty: 75875.242188
Splitting cluster 14 changes total score from -144337040.000000 to -144336416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (48337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Entering Unmasked Estep 
Score: -6310100.000000 Penalty: 2674.916260
	Iteration 0F: 2 clusters Score -6310100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -6277607.500000 Penalty: 5349.832520
	Iteration 0F: 3 clusters Score -6277608 nChanged 22123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -6289790.500000 Penalty: 5349.832520
	Iteration 1F: 3 clusters Score -6289790 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6290284.500000 Penalty: 5349.832520
	Iteration 2Q: 3 clusters Score -6290284 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -6290812.500000 Penalty: 5349.832520
	Iteration 3Q: 3 clusters Score -6290812 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -6291441.000000 Penalty: 5349.832520
	Iteration 4Q: 3 clusters Score -6291441 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -6292053.000000 Penalty: 5349.832520
	Iteration 5Q: 3 clusters Score -6292053 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -6292834.000000 Penalty: 5349.832520
	Iteration 6Q: 3 clusters Score -6292834 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -6293774.500000 Penalty: 5349.832520
	Iteration 7Q: 3 clusters Score -6293774 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -6294953.500000 Penalty: 5349.832520
	Iteration 8Q: 3 clusters Score -6294954 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -6296191.500000 Penalty: 5349.832520
	Iteration 9Q: 3 clusters Score -6296192 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -6297584.500000 Penalty: 5349.832520
	Iteration 10Q: 3 clusters Score -6297584 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -6298726.000000 Penalty: 5349.832520
	Iteration 11Q: 3 clusters Score -6298726 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -6299892.500000 Penalty: 5349.832520
	Iteration 12Q: 3 clusters Score -6299892 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -6300897.500000 Penalty: 5349.832520
	Iteration 13Q: 3 clusters Score -6300898 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -6301694.500000 Penalty: 5349.832520
	Iteration 14Q: 3 clusters Score -6301694 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -6302415.500000 Penalty: 5349.832520
	Iteration 15Q: 3 clusters Score -6302416 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -6303032.500000 Penalty: 5349.832520
	Iteration 16Q: 3 clusters Score -6303032 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -6303589.000000 Penalty: 5349.832520
	Iteration 17Q: 3 clusters Score -6303589 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -6304067.500000 Penalty: 5349.832520
	Iteration 18Q: 3 clusters Score -6304068 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -6304504.000000 Penalty: 5349.832520
	Iteration 19Q: 3 clusters Score -6304504 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -6304976.000000 Penalty: 5349.832520
	Iteration 20F: 3 clusters Score -6304976 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -6305320.500000 Penalty: 5349.832520
	Iteration 21Q: 3 clusters Score -6305320 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -6305657.000000 Penalty: 5349.832520
	Iteration 22Q: 3 clusters Score -6305657 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -6305944.000000 Penalty: 5349.832520
	Iteration 23Q: 3 clusters Score -6305944 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -6306155.000000 Penalty: 5349.832520
	Iteration 24Q: 3 clusters Score -6306155 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -6306315.500000 Penalty: 5349.832520
	Iteration 25Q: 3 clusters Score -6306316 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -6306499.000000 Penalty: 5349.832520
	Iteration 26Q: 3 clusters Score -6306499 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -6306677.000000 Penalty: 5349.832520
	Iteration 27Q: 3 clusters Score -6306677 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -6306833.500000 Penalty: 5349.832520
	Iteration 28Q: 3 clusters Score -6306834 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -6306963.000000 Penalty: 5349.832520
	Iteration 29Q: 3 clusters Score -6306963 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -6307053.500000 Penalty: 5349.832520
	Iteration 30Q: 3 clusters Score -6307054 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -6307145.000000 Penalty: 5349.832520
	Iteration 31Q: 3 clusters Score -6307145 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -6307233.000000 Penalty: 5349.832520
	Iteration 32Q: 3 clusters Score -6307233 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -6307284.500000 Penalty: 5349.832520
	Iteration 33Q: 3 clusters Score -6307284 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -6307345.000000 Penalty: 5349.832520
	Iteration 34Q: 3 clusters Score -6307345 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -6307400.500000 Penalty: 5349.832520
	Iteration 35Q: 3 clusters Score -6307400 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -6307464.500000 Penalty: 5349.832520
	Iteration 36Q: 3 clusters Score -6307464 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -6307526.000000 Penalty: 5349.832520
	Iteration 37Q: 3 clusters Score -6307526 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -6307554.000000 Penalty: 5349.832520
	Iteration 38Q: 3 clusters Score -6307554 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -6307589.000000 Penalty: 5349.832520
	Iteration 39Q: 3 clusters Score -6307589 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -6307604.000000 Penalty: 5349.832520
	Iteration 40F: 3 clusters Score -6307604 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -6307625.000000 Penalty: 5349.832520
	Iteration 41Q: 3 clusters Score -6307625 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -6307656.000000 Penalty: 5349.832520
	Iteration 42Q: 3 clusters Score -6307656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -6307679.500000 Penalty: 5349.832520
	Iteration 43Q: 3 clusters Score -6307680 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -6307695.500000 Penalty: 5349.832520
	Iteration 44Q: 3 clusters Score -6307696 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -6307695.000000 Penalty: 5349.832520
	Iteration 45Q: 3 clusters Score -6307695 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -6307698.500000 Penalty: 5349.832520
	Iteration 46Q: 3 clusters Score -6307698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -6307707.000000 Penalty: 5349.832520
	Iteration 47Q: 3 clusters Score -6307707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -6307730.500000 Penalty: 5349.832520
	Iteration 48Q: 3 clusters Score -6307730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -6307750.500000 Penalty: 5349.832520
	Iteration 49Q: 3 clusters Score -6307750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -6307760.000000 Penalty: 5349.832520
	Iteration 50Q: 3 clusters Score -6307760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -6307780.500000 Penalty: 5349.832520
	Iteration 51Q: 3 clusters Score -6307780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -6307781.500000 Penalty: 5349.832520
	Iteration 52Q: 3 clusters Score -6307782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -6307796.000000 Penalty: 5349.832520
	Iteration 53Q: 3 clusters Score -6307796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -6307807.000000 Penalty: 5349.832520
	Iteration 54Q: 3 clusters Score -6307807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -6307821.500000 Penalty: 5349.832520
	Iteration 55Q: 3 clusters Score -6307822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -6307820.500000 Penalty: 5349.832520
	Iteration 56Q: 3 clusters Score -6307820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -6307842.500000 Penalty: 5349.832520
	Iteration 57Q: 3 clusters Score -6307842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -6307853.000000 Penalty: 5349.832520
	Iteration 58Q: 3 clusters Score -6307853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -6307863.500000 Penalty: 5349.832520
	Iteration 59Q: 3 clusters Score -6307864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -6307867.500000 Penalty: 5349.832520
	Iteration 60F: 3 clusters Score -6307868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -6307865.000000 Penalty: 5349.832520
	Iteration 61Q: 3 clusters Score -6307865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -6307881.500000 Penalty: 5349.832520
	Iteration 62Q: 3 clusters Score -6307882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -6307876.500000 Penalty: 5349.832520
	Iteration 63Q: 3 clusters Score -6307876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -6307890.500000 Penalty: 5349.832520
	Iteration 64Q: 3 clusters Score -6307890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -6307886.000000 Penalty: 5349.832520
	Iteration 65Q: 3 clusters Score -6307886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -6307899.500000 Penalty: 5349.832520
	Iteration 66Q: 3 clusters Score -6307900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -6307893.000000 Penalty: 5349.832520
	Iteration 67Q: 3 clusters Score -6307893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -6307893.500000 Penalty: 5349.832520
	Iteration 68Q: 3 clusters Score -6307894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -6307891.000000 Penalty: 5349.832520
	Iteration 69Q: 3 clusters Score -6307891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -6307889.500000 Penalty: 5349.832520
	Iteration 70Q: 3 clusters Score -6307890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -6307903.500000 Penalty: 5349.832520
	Iteration 71Q: 3 clusters Score -6307904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -6307892.500000 Penalty: 5349.832520
	Iteration 72Q: 3 clusters Score -6307892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -6307892.000000 Penalty: 5349.832520
	Iteration 73Q: 3 clusters Score -6307892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -6307905.000000 Penalty: 5349.832520
	Iteration 74Q: 3 clusters Score -6307905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -6307912.000000 Penalty: 5349.832520
	Iteration 75Q: 3 clusters Score -6307912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -6307907.000000 Penalty: 5349.832520
	Iteration 76Q: 3 clusters Score -6307907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -6307909.000000 Penalty: 5349.832520
	Iteration 77Q: 3 clusters Score -6307909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -6307906.000000 Penalty: 5349.832520
	Iteration 78Q: 3 clusters Score -6307906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -6307915.000000 Penalty: 5349.832520
	Iteration 79Q: 3 clusters Score -6307915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -6307915.500000 Penalty: 5349.832520
	Iteration 80F: 3 clusters Score -6307916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -6307921.500000 Penalty: 5349.832520
	Iteration 81Q: 3 clusters Score -6307922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -6307925.500000 Penalty: 5349.832520
	Iteration 82Q: 3 clusters Score -6307926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -6307927.500000 Penalty: 5349.832520
	Iteration 83Q: 3 clusters Score -6307928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -6307930.500000 Penalty: 5349.832520
	Iteration 84Q: 3 clusters Score -6307930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -6307930.500000 Penalty: 5349.832520
	Iteration 85F: 3 clusters Score -6307930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Entering Unmasked Estep 
Score: -2438169.500000 Penalty: 2427.484863
	Iteration 0F: 2 clusters Score -2438170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2425549.500000 Penalty: 4854.969727
	Iteration 0F: 3 clusters Score -2425550 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2429747.500000 Penalty: 4854.969727
	Iteration 1F: 3 clusters Score -2429748 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2430109.750000 Penalty: 4854.969727
	Iteration 2F: 3 clusters Score -2430110 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2430370.750000 Penalty: 4854.969727
	Iteration 3Q: 3 clusters Score -2430371 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2430617.250000 Penalty: 4854.969727
	Iteration 4Q: 3 clusters Score -2430617 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2430811.500000 Penalty: 4854.969727
	Iteration 5Q: 3 clusters Score -2430812 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2431008.500000 Penalty: 4854.969727
	Iteration 6Q: 3 clusters Score -2431008 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2431223.250000 Penalty: 4854.969727
	Iteration 7Q: 3 clusters Score -2431223 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2431468.750000 Penalty: 4854.969727
	Iteration 8Q: 3 clusters Score -2431469 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2431791.500000 Penalty: 4854.969727
	Iteration 9Q: 3 clusters Score -2431792 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2432208.500000 Penalty: 4854.969727
	Iteration 10Q: 3 clusters Score -2432208 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2432782.500000 Penalty: 4854.969727
	Iteration 11F: 3 clusters Score -2432782 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2433533.750000 Penalty: 4854.969727
	Iteration 12F: 3 clusters Score -2433534 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2434371.250000 Penalty: 4854.969727
	Iteration 13F: 3 clusters Score -2434371 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2435105.250000 Penalty: 4854.969727
	Iteration 14Q: 3 clusters Score -2435105 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2435666.750000 Penalty: 4854.969727
	Iteration 15Q: 3 clusters Score -2435667 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2436035.250000 Penalty: 4854.969727
	Iteration 16Q: 3 clusters Score -2436035 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2436228.250000 Penalty: 4854.969727
	Iteration 17Q: 3 clusters Score -2436228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2436334.250000 Penalty: 4854.969727
	Iteration 18Q: 3 clusters Score -2436334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2436395.250000 Penalty: 4854.969727
	Iteration 19Q: 3 clusters Score -2436395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2436590.750000 Penalty: 4854.969727
	Iteration 20F: 3 clusters Score -2436591 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2436986.250000 Penalty: 4854.969727
	Iteration 21Q: 3 clusters Score -2436986 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2437246.250000 Penalty: 4854.969727
	Iteration 22Q: 3 clusters Score -2437246 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2437396.000000 Penalty: 4854.969727
	Iteration 23Q: 3 clusters Score -2437396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2437458.250000 Penalty: 4854.969727
	Iteration 24Q: 3 clusters Score -2437458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2437475.000000 Penalty: 4854.969727
	Iteration 25Q: 3 clusters Score -2437475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2437489.000000 Penalty: 4854.969727
	Iteration 26Q: 3 clusters Score -2437489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2437511.000000 Penalty: 4854.969727
	Iteration 27Q: 3 clusters Score -2437511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2437530.000000 Penalty: 4854.969727
	Iteration 28Q: 3 clusters Score -2437530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2437545.250000 Penalty: 4854.969727
	Iteration 29Q: 3 clusters Score -2437545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2437552.750000 Penalty: 4854.969727
	Iteration 30Q: 3 clusters Score -2437553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2437555.750000 Penalty: 4854.969727
	Iteration 31Q: 3 clusters Score -2437556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2437559.000000 Penalty: 4854.969727
	Iteration 32Q: 3 clusters Score -2437559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2437565.000000 Penalty: 4854.969727
	Iteration 33Q: 3 clusters Score -2437565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2437565.000000 Penalty: 4854.969727
	Iteration 34Q: 3 clusters Score -2437565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2437567.750000 Penalty: 4854.969727
	Iteration 35Q: 3 clusters Score -2437568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2437574.500000 Penalty: 4854.969727
	Iteration 36Q: 3 clusters Score -2437574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2437573.750000 Penalty: 4854.969727
	Iteration 37Q: 3 clusters Score -2437574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2437573.250000 Penalty: 4854.969727
	Iteration 38Q: 3 clusters Score -2437573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2437594.750000 Penalty: 4854.969727
	Iteration 39F: 3 clusters Score -2437595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2437609.750000 Penalty: 4854.969727
	Iteration 40F: 3 clusters Score -2437610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2437627.250000 Penalty: 4854.969727
	Iteration 41Q: 3 clusters Score -2437627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2437636.000000 Penalty: 4854.969727
	Iteration 42Q: 3 clusters Score -2437636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2437637.500000 Penalty: 4854.969727
	Iteration 43Q: 3 clusters Score -2437638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2437639.250000 Penalty: 4854.969727
	Iteration 44Q: 3 clusters Score -2437639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2437648.750000 Penalty: 4854.969727
	Iteration 45Q: 3 clusters Score -2437649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2437650.750000 Penalty: 4854.969727
	Iteration 46Q: 3 clusters Score -2437651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2437653.500000 Penalty: 4854.969727
	Iteration 47Q: 3 clusters Score -2437654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2437655.500000 Penalty: 4854.969727
	Iteration 48Q: 3 clusters Score -2437656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2437656.000000 Penalty: 4854.969727
	Iteration 49Q: 3 clusters Score -2437656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2437657.250000 Penalty: 4854.969727
	Iteration 50Q: 3 clusters Score -2437657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2437657.250000 Penalty: 4854.969727
	Iteration 51F: 3 clusters Score -2437657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -112286.742188 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -112286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110430.195312 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -110430.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -110798.476562 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -110798.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111043.812500 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -111043.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -111353.601562 Penalty: 3366.211670
	Iteration 3F: 3 clusters Score -111353.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -111472.187500 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -111472.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -111536.164062 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -111536.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111568.609375 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -111568.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -111588.148438 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -111588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -111599.812500 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -111599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -111604.507812 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -111604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -111609.710938 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -111609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -111616.593750 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -111616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -111620.218750 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -111620.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -111620.218750 Penalty: 3366.211670
	Iteration 13F: 3 clusters Score -111620.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Entering Unmasked Estep 
Score: -5137457.000000 Penalty: 2614.676025
	Iteration 0F: 2 clusters Score -5137457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -5111624.000000 Penalty: 5229.352051
	Iteration 0F: 3 clusters Score -5111624 nChanged 17380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -5121120.000000 Penalty: 5229.352051
	Iteration 1F: 3 clusters Score -5121120 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -5121645.500000 Penalty: 5229.352051
	Iteration 2Q: 3 clusters Score -5121646 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -5122144.000000 Penalty: 5229.352051
	Iteration 3Q: 3 clusters Score -5122144 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -5122639.500000 Penalty: 5229.352051
	Iteration 4Q: 3 clusters Score -5122640 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5123252.000000 Penalty: 5229.352051
	Iteration 5Q: 3 clusters Score -5123252 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -5123993.000000 Penalty: 5229.352051
	Iteration 6Q: 3 clusters Score -5123993 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -5125037.500000 Penalty: 5229.352051
	Iteration 7F: 3 clusters Score -5125038 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -5126675.000000 Penalty: 5229.352051
	Iteration 8F: 3 clusters Score -5126675 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -5128845.500000 Penalty: 5229.352051
	Iteration 9F: 3 clusters Score -5128846 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -5130863.500000 Penalty: 5229.352051
	Iteration 10F: 3 clusters Score -5130864 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -5132178.500000 Penalty: 5229.352051
	Iteration 11Q: 3 clusters Score -5132178 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -5132887.500000 Penalty: 5229.352051
	Iteration 12Q: 3 clusters Score -5132888 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -5133273.500000 Penalty: 5229.352051
	Iteration 13Q: 3 clusters Score -5133274 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -5133629.000000 Penalty: 5229.352051
	Iteration 14Q: 3 clusters Score -5133629 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -5133885.000000 Penalty: 5229.352051
	Iteration 15Q: 3 clusters Score -5133885 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -5134085.500000 Penalty: 5229.352051
	Iteration 16Q: 3 clusters Score -5134086 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -5134253.000000 Penalty: 5229.352051
	Iteration 17Q: 3 clusters Score -5134253 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -5134414.500000 Penalty: 5229.352051
	Iteration 18Q: 3 clusters Score -5134414 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -5134548.500000 Penalty: 5229.352051
	Iteration 19Q: 3 clusters Score -5134548 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -5134688.000000 Penalty: 5229.352051
	Iteration 20F: 3 clusters Score -5134688 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -5134816.000000 Penalty: 5229.352051
	Iteration 21Q: 3 clusters Score -5134816 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -5134938.000000 Penalty: 5229.352051
	Iteration 22Q: 3 clusters Score -5134938 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -5135039.000000 Penalty: 5229.352051
	Iteration 23Q: 3 clusters Score -5135039 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -5135133.500000 Penalty: 5229.352051
	Iteration 24Q: 3 clusters Score -5135134 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -5135227.000000 Penalty: 5229.352051
	Iteration 25Q: 3 clusters Score -5135227 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -5135299.500000 Penalty: 5229.352051
	Iteration 26Q: 3 clusters Score -5135300 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -5135343.000000 Penalty: 5229.352051
	Iteration 27Q: 3 clusters Score -5135343 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -5135392.000000 Penalty: 5229.352051
	Iteration 28Q: 3 clusters Score -5135392 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -5135444.500000 Penalty: 5229.352051
	Iteration 29Q: 3 clusters Score -5135444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -5135492.500000 Penalty: 5229.352051
	Iteration 30Q: 3 clusters Score -5135492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -5135514.000000 Penalty: 5229.352051
	Iteration 31Q: 3 clusters Score -5135514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -5135521.000000 Penalty: 5229.352051
	Iteration 32Q: 3 clusters Score -5135521 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -5135528.500000 Penalty: 5229.352051
	Iteration 33Q: 3 clusters Score -5135528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -5135548.000000 Penalty: 5229.352051
	Iteration 34Q: 3 clusters Score -5135548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -5135565.500000 Penalty: 5229.352051
	Iteration 35Q: 3 clusters Score -5135566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -5135560.500000 Penalty: 5229.352051
	Iteration 36Q: 3 clusters Score -5135560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -5135587.000000 Penalty: 5229.352051
	Iteration 37Q: 3 clusters Score -5135587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -5135612.500000 Penalty: 5229.352051
	Iteration 38Q: 3 clusters Score -5135612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -5135619.000000 Penalty: 5229.352051
	Iteration 39Q: 3 clusters Score -5135619 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5135633.500000 Penalty: 5229.352051
	Iteration 40F: 3 clusters Score -5135634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -5135659.000000 Penalty: 5229.352051
	Iteration 41Q: 3 clusters Score -5135659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5135663.500000 Penalty: 5229.352051
	Iteration 42Q: 3 clusters Score -5135664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -5135676.000000 Penalty: 5229.352051
	Iteration 43Q: 3 clusters Score -5135676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -5135680.000000 Penalty: 5229.352051
	Iteration 44Q: 3 clusters Score -5135680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -5135674.500000 Penalty: 5229.352051
	Iteration 45Q: 3 clusters Score -5135674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -5135676.500000 Penalty: 5229.352051
	Iteration 46Q: 3 clusters Score -5135676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -5135685.000000 Penalty: 5229.352051
	Iteration 47Q: 3 clusters Score -5135685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -5135697.500000 Penalty: 5229.352051
	Iteration 48Q: 3 clusters Score -5135698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -5135701.000000 Penalty: 5229.352051
	Iteration 49Q: 3 clusters Score -5135701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -5135703.000000 Penalty: 5229.352051
	Iteration 50Q: 3 clusters Score -5135703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -5135703.500000 Penalty: 5229.352051
	Iteration 51Q: 3 clusters Score -5135704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5135710.000000 Penalty: 5229.352051
	Iteration 52Q: 3 clusters Score -5135710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -5135701.500000 Penalty: 5229.352051
	Iteration 53Q: 3 clusters Score -5135702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -5135711.000000 Penalty: 5229.352051
	Iteration 54Q: 3 clusters Score -5135711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -5135715.000000 Penalty: 5229.352051
	Iteration 55Q: 3 clusters Score -5135715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -5135715.000000 Penalty: 5229.352051
	Iteration 56Q: 3 clusters Score -5135715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -5135721.500000 Penalty: 5229.352051
	Iteration 57Q: 3 clusters Score -5135722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -5135721.500000 Penalty: 5229.352051
	Iteration 58Q: 3 clusters Score -5135722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -5135721.500000 Penalty: 5229.352051
	Iteration 59Q: 3 clusters Score -5135722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -5135722.500000 Penalty: 5229.352051
	Iteration 60F: 3 clusters Score -5135722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5135718.500000 Penalty: 5229.352051
	Iteration 61Q: 3 clusters Score -5135718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -5135725.000000 Penalty: 5229.352051
	Iteration 62Q: 3 clusters Score -5135725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5135726.500000 Penalty: 5229.352051
	Iteration 63Q: 3 clusters Score -5135726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -5135726.000000 Penalty: 5229.352051
	Iteration 64Q: 3 clusters Score -5135726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -5135726.500000 Penalty: 5229.352051
	Iteration 65Q: 3 clusters Score -5135726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -5135727.500000 Penalty: 5229.352051
	Iteration 66Q: 3 clusters Score -5135728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -5135727.500000 Penalty: 5229.352051
	Iteration 67F: 3 clusters Score -5135728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -463526.906250 Penalty: 2031.963257
	Iteration 0F: 2 clusters Score -463526.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -459867.750000 Penalty: 4063.926514
	Iteration 0F: 3 clusters Score -459867.8 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -460642.750000 Penalty: 4063.926514
	Iteration 1F: 3 clusters Score -460642.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -460816.562500 Penalty: 4063.926514
	Iteration 2F: 3 clusters Score -460816.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -460911.687500 Penalty: 4063.926514
	Iteration 3Q: 3 clusters Score -460911.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -460988.562500 Penalty: 4063.926514
	Iteration 4Q: 3 clusters Score -460988.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -461047.375000 Penalty: 4063.926514
	Iteration 5Q: 3 clusters Score -461047.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -461120.562500 Penalty: 4063.926514
	Iteration 6Q: 3 clusters Score -461120.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -461202.375000 Penalty: 4063.926514
	Iteration 7Q: 3 clusters Score -461202.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -461260.843750 Penalty: 4063.926514
	Iteration 8Q: 3 clusters Score -461260.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -461333.312500 Penalty: 4063.926514
	Iteration 9Q: 3 clusters Score -461333.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -461396.218750 Penalty: 4063.926514
	Iteration 10Q: 3 clusters Score -461396.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -461455.062500 Penalty: 4063.926514
	Iteration 11Q: 3 clusters Score -461455.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -461522.968750 Penalty: 4063.926514
	Iteration 12Q: 3 clusters Score -461523 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -461568.937500 Penalty: 4063.926514
	Iteration 13Q: 3 clusters Score -461568.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -461606.968750 Penalty: 4063.926514
	Iteration 14Q: 3 clusters Score -461607 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -461636.468750 Penalty: 4063.926514
	Iteration 15Q: 3 clusters Score -461636.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -461659.468750 Penalty: 4063.926514
	Iteration 16Q: 3 clusters Score -461659.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -461679.906250 Penalty: 4063.926514
	Iteration 17Q: 3 clusters Score -461679.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -461699.906250 Penalty: 4063.926514
	Iteration 18Q: 3 clusters Score -461699.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -461715.031250 Penalty: 4063.926514
	Iteration 19Q: 3 clusters Score -461715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -461729.468750 Penalty: 4063.926514
	Iteration 20F: 3 clusters Score -461729.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -461748.812500 Penalty: 4063.926514
	Iteration 21Q: 3 clusters Score -461748.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -461763.750000 Penalty: 4063.926514
	Iteration 22Q: 3 clusters Score -461763.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -461778.812500 Penalty: 4063.926514
	Iteration 23Q: 3 clusters Score -461778.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -461784.218750 Penalty: 4063.926514
	Iteration 24Q: 3 clusters Score -461784.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -461795.406250 Penalty: 4063.926514
	Iteration 25Q: 3 clusters Score -461795.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -461809.250000 Penalty: 4063.926514
	Iteration 26Q: 3 clusters Score -461809.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -461822.000000 Penalty: 4063.926514
	Iteration 27Q: 3 clusters Score -461822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -461838.156250 Penalty: 4063.926514
	Iteration 28Q: 3 clusters Score -461838.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -461852.562500 Penalty: 4063.926514
	Iteration 29Q: 3 clusters Score -461852.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -461859.375000 Penalty: 4063.926514
	Iteration 30Q: 3 clusters Score -461859.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -461863.937500 Penalty: 4063.926514
	Iteration 31Q: 3 clusters Score -461863.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -461869.968750 Penalty: 4063.926514
	Iteration 32Q: 3 clusters Score -461870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -461877.156250 Penalty: 4063.926514
	Iteration 33Q: 3 clusters Score -461877.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -461881.250000 Penalty: 4063.926514
	Iteration 34Q: 3 clusters Score -461881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -461882.531250 Penalty: 4063.926514
	Iteration 35Q: 3 clusters Score -461882.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -461886.812500 Penalty: 4063.926514
	Iteration 36Q: 3 clusters Score -461886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -461891.656250 Penalty: 4063.926514
	Iteration 37Q: 3 clusters Score -461891.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -461895.593750 Penalty: 4063.926514
	Iteration 38Q: 3 clusters Score -461895.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -461903.750000 Penalty: 4063.926514
	Iteration 39Q: 3 clusters Score -461903.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -461908.781250 Penalty: 4063.926514
	Iteration 40F: 3 clusters Score -461908.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -461914.500000 Penalty: 4063.926514
	Iteration 41Q: 3 clusters Score -461914.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -461920.312500 Penalty: 4063.926514
	Iteration 42Q: 3 clusters Score -461920.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -461929.500000 Penalty: 4063.926514
	Iteration 43Q: 3 clusters Score -461929.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -461934.125000 Penalty: 4063.926514
	Iteration 44Q: 3 clusters Score -461934.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -461938.843750 Penalty: 4063.926514
	Iteration 45Q: 3 clusters Score -461938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -461942.843750 Penalty: 4063.926514
	Iteration 46Q: 3 clusters Score -461942.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -461944.812500 Penalty: 4063.926514
	Iteration 47Q: 3 clusters Score -461944.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -461946.375000 Penalty: 4063.926514
	Iteration 48Q: 3 clusters Score -461946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -461946.718750 Penalty: 4063.926514
	Iteration 49Q: 3 clusters Score -461946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -461946.718750 Penalty: 4063.926514
	Iteration 50F: 3 clusters Score -461946.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (198352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198352 members 
Entering Unmasked Estep 
Score: -26577090.000000 Penalty: 3025.054199
	Iteration 0F: 2 clusters Score -2.657709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 99427 members 
Entering Unmasked Estep 
Score: -26449476.000000 Penalty: 6050.108398
	Iteration 0F: 3 clusters Score -2.644948e+07 nChanged 95654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 104369 members 
Entering Unmasked Estep 
Score: -26506096.000000 Penalty: 6050.108398
	Iteration 1F: 3 clusters Score -2.65061e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 107014 members 
Entering Unmasked Estep 
Score: -26508146.000000 Penalty: 6050.108398
	Iteration 2Q: 3 clusters Score -2.650815e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 111034 members 
Entering Unmasked Estep 
Score: -26511366.000000 Penalty: 6050.108398
	Iteration 3Q: 3 clusters Score -2.651137e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 116658 members 
Entering Unmasked Estep 
Score: -26515638.000000 Penalty: 6050.108398
	Iteration 4Q: 3 clusters Score -2.651564e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 124038 members 
Entering Unmasked Estep 
Score: -26521456.000000 Penalty: 6050.108398
	Iteration 5F: 3 clusters Score -2.652146e+07 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 133063 members 
Entering Unmasked Estep 
Score: -26528838.000000 Penalty: 6050.108398
	Iteration 6F: 3 clusters Score -2.652884e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 143292 members 
Entering Unmasked Estep 
Score: -26537594.000000 Penalty: 6050.108398
	Iteration 7F: 3 clusters Score -2.653759e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 153837 members 
Entering Unmasked Estep 
Score: -26546184.000000 Penalty: 6050.108398
	Iteration 8F: 3 clusters Score -2.654618e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 163919 members 
Entering Unmasked Estep 
Score: -26553848.000000 Penalty: 6050.108398
	Iteration 9F: 3 clusters Score -2.655385e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 172651 members 
Entering Unmasked Estep 
Score: -26559958.000000 Penalty: 6050.108398
	Iteration 10Q: 3 clusters Score -2.655996e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 179737 members 
Entering Unmasked Estep 
Score: -26564652.000000 Penalty: 6050.108398
	Iteration 11Q: 3 clusters Score -2.656465e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 185059 members 
Entering Unmasked Estep 
Score: -26567964.000000 Penalty: 6050.108398
	Iteration 12Q: 3 clusters Score -2.656796e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 189055 members 
Entering Unmasked Estep 
Score: -26569946.000000 Penalty: 6050.108398
	Iteration 13Q: 3 clusters Score -2.656995e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 191895 members 
Entering Unmasked Estep 
Score: -26571420.000000 Penalty: 6050.108398
	Iteration 14Q: 3 clusters Score -2.657142e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 193865 members 
Entering Unmasked Estep 
Score: -26572442.000000 Penalty: 6050.108398
	Iteration 15Q: 3 clusters Score -2.657244e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 195182 members 
Entering Unmasked Estep 
Score: -26573210.000000 Penalty: 6050.108398
	Iteration 16Q: 3 clusters Score -2.657321e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 196034 members 
Entering Unmasked Estep 
Score: -26573582.000000 Penalty: 6050.108398
	Iteration 17Q: 3 clusters Score -2.657358e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 196574 members 
Entering Unmasked Estep 
Score: -26573874.000000 Penalty: 6050.108398
	Iteration 18Q: 3 clusters Score -2.657387e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 196906 members 
Entering Unmasked Estep 
Score: -26574116.000000 Penalty: 6050.108398
	Iteration 19Q: 3 clusters Score -2.657412e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 197116 members 
Entering Unmasked Estep 
Score: -26574212.000000 Penalty: 6050.108398
	Iteration 20F: 3 clusters Score -2.657421e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 197254 members 
Entering Unmasked Estep 
Score: -26574318.000000 Penalty: 6050.108398
	Iteration 21Q: 3 clusters Score -2.657432e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 197347 members 
Entering Unmasked Estep 
Score: -26574388.000000 Penalty: 6050.108398
	Iteration 22Q: 3 clusters Score -2.657439e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 197403 members 
Entering Unmasked Estep 
Score: -26574404.000000 Penalty: 6050.108398
	Iteration 23Q: 3 clusters Score -2.65744e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 197452 members 
Entering Unmasked Estep 
Score: -26574436.000000 Penalty: 6050.108398
	Iteration 24Q: 3 clusters Score -2.657444e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 197493 members 
Entering Unmasked Estep 
Score: -26574444.000000 Penalty: 6050.108398
	Iteration 25Q: 3 clusters Score -2.657444e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 197528 members 
Entering Unmasked Estep 
Score: -26574456.000000 Penalty: 6050.108398
	Iteration 26Q: 3 clusters Score -2.657446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 197544 members 
Entering Unmasked Estep 
Score: -26574488.000000 Penalty: 6050.108398
	Iteration 27Q: 3 clusters Score -2.657449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 197561 members 
Entering Unmasked Estep 
Score: -26574480.000000 Penalty: 6050.108398
	Iteration 28Q: 3 clusters Score -2.657448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 197572 members 
Entering Unmasked Estep 
Score: -26574472.000000 Penalty: 6050.108398
	Iteration 29Q: 3 clusters Score -2.657447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 197586 members 
Entering Unmasked Estep 
Score: -26574508.000000 Penalty: 6050.108398
	Iteration 30Q: 3 clusters Score -2.657451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 197603 members 
Entering Unmasked Estep 
Score: -26574508.000000 Penalty: 6050.108398
	Iteration 31Q: 3 clusters Score -2.657451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 197613 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2.657451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 197613 members 
Entering Unmasked Estep 
Score: -26574514.000000 Penalty: 6050.108398
	Iteration 33Q: 3 clusters Score -2.657451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 197615 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2.657451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 197619 members 
Entering Unmasked Estep 
Score: -26574518.000000 Penalty: 6050.108398
	Iteration 35Q: 3 clusters Score -2.657452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 197619 members 
Entering Unmasked Estep 
Score: -26574512.000000 Penalty: 6050.108398
	Iteration 36Q: 3 clusters Score -2.657451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 197620 members 
Entering Unmasked Estep 
Score: -26574506.000000 Penalty: 6050.108398
	Iteration 37Q: 3 clusters Score -2.657451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 197625 members 
Entering Unmasked Estep 
Score: -26574538.000000 Penalty: 6050.108398
	Iteration 38Q: 3 clusters Score -2.657454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 197628 members 
Entering Unmasked Estep 
Score: -26574530.000000 Penalty: 6050.108398
	Iteration 39Q: 3 clusters Score -2.657453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 197628 members 
Entering Unmasked Estep 
Score: -26574530.000000 Penalty: 6050.108398
	Iteration 40F: 3 clusters Score -2.657453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 8547 members 
Mstep: Class 4 contains 47726 members 
Mstep: Class 5 contains 12229 members 
Mstep: Class 6 contains 28306 members 
Mstep: Class 7 contains 183921 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 175641 members 
Mstep: Class 11 contains 198630 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26869 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 48337 members 
Mstep: Class 16 contains 17823 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37913 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 198352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337328.000000 Penalty: 72426.367188
Iteration 199Q: 22 clusters Score -1.443373e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 8552 members 
Mstep: Class 4 contains 47751 members 
Mstep: Class 5 contains 12218 members 
Mstep: Class 6 contains 28314 members 
Mstep: Class 7 contains 183889 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 335 members 
Mstep: Class 10 contains 175663 members 
Mstep: Class 11 contains 198466 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26881 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 48331 members 
Mstep: Class 16 contains 18007 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 37923 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 198397 members 
Mstep: Class 21 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 22 clusters Score -1.443377e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 8552 members 
Mstep: Class 4 contains 47760 members 
Mstep: Class 5 contains 12210 members 
Mstep: Class 6 contains 28320 members 
Mstep: Class 7 contains 183863 members 
Mstep: Class 8 contains 5593 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 175680 members 
Mstep: Class 11 contains 198244 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26896 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 48328 members 
Mstep: Class 16 contains 18220 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 37934 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 198451 members 
Mstep: Class 21 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 22 clusters Score -1.443381e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95320 members 
Mstep: Class 2 contains 2081 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 47771 members 
Mstep: Class 5 contains 12204 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 183801 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 175714 members 
Mstep: Class 11 contains 198102 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 48325 members 
Mstep: Class 16 contains 18412 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 37960 members 
Mstep: Class 19 contains 3618 members 
Mstep: Class 20 contains 198485 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 22 clusters Score -1.443381e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95335 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 8554 members 
Mstep: Class 4 contains 47788 members 
Mstep: Class 5 contains 12195 members 
Mstep: Class 6 contains 28331 members 
Mstep: Class 7 contains 183791 members 
Mstep: Class 8 contains 5340 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 175738 members 
Mstep: Class 11 contains 197958 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26918 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48318 members 
Mstep: Class 16 contains 18602 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 37972 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 198493 members 
Mstep: Class 21 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 22 clusters Score -1.443381e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95350 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 8556 members 
Mstep: Class 4 contains 47809 members 
Mstep: Class 5 contains 12182 members 
Mstep: Class 6 contains 28341 members 
Mstep: Class 7 contains 183771 members 
Mstep: Class 8 contains 5233 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 175775 members 
Mstep: Class 11 contains 197815 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26923 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48317 members 
Mstep: Class 16 contains 18784 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 37987 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 198482 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
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Iteration 204Q: 22 clusters Score -1.443379e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 8559 members 
Mstep: Class 4 contains 47833 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 28354 members 
Mstep: Class 7 contains 183755 members 
Mstep: Class 8 contains 5131 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 175786 members 
Mstep: Class 11 contains 197673 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26921 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48311 members 
Mstep: Class 16 contains 18966 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 37998 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 198484 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 205Q: 22 clusters Score -1.443379e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95388 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 8565 members 
Mstep: Class 4 contains 47852 members 
Mstep: Class 5 contains 12169 members 
Mstep: Class 6 contains 28366 members 
Mstep: Class 7 contains 183740 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 175792 members 
Mstep: Class 11 contains 197540 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26936 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48304 members 
Mstep: Class 16 contains 19156 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38033 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 198451 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337920.000000 Penalty: 72426.367188
Iteration 206Q: 22 clusters Score -1.443379e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 4 contains 47870 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 28373 members 
Mstep: Class 7 contains 183719 members 
Mstep: Class 8 contains 4929 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 175799 members 
Mstep: Class 11 contains 197363 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26947 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48299 members 
Mstep: Class 16 contains 19380 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38070 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 198420 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 207Q: 22 clusters Score -1.443381e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95419 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 8587 members 
Mstep: Class 4 contains 47884 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 28384 members 
Mstep: Class 7 contains 183721 members 
Mstep: Class 8 contains 4836 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 175806 members 
Mstep: Class 11 contains 197139 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26962 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48292 members 
Mstep: Class 16 contains 19625 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38102 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 198398 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144338224.000000 Penalty: 72426.367188
Iteration 208Q: 22 clusters Score -1.443382e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 8593 members 
Mstep: Class 4 contains 47907 members 
Mstep: Class 5 contains 12164 members 
Mstep: Class 6 contains 28394 members 
Mstep: Class 7 contains 183721 members 
Mstep: Class 8 contains 4751 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 175814 members 
Mstep: Class 11 contains 196900 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26974 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48289 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38131 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 198368 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144338240.000000 Penalty: 72426.367188
Iteration 209Q: 22 clusters Score -1.443382e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 8602 members 
Mstep: Class 4 contains 47922 members 
Mstep: Class 5 contains 12159 members 
Mstep: Class 6 contains 28398 members 
Mstep: Class 7 contains 183749 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 175837 members 
Mstep: Class 11 contains 196629 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 26981 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48276 members 
Mstep: Class 16 contains 20133 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38165 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 198338 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144338160.000000 Penalty: 72426.367188
Iteration 210Q: 22 clusters Score -1.443382e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95463 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 4 contains 47948 members 
Mstep: Class 5 contains 12164 members 
Mstep: Class 6 contains 28402 members 
Mstep: Class 7 contains 183763 members 
Mstep: Class 8 contains 4613 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 175860 members 
Mstep: Class 11 contains 196334 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 26983 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48264 members 
Mstep: Class 16 contains 20397 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38218 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 198302 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144338480.000000 Penalty: 72426.367188
Iteration 211Q: 22 clusters Score -1.443385e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 47967 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 28408 members 
Mstep: Class 7 contains 183780 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 175891 members 
Mstep: Class 11 contains 196021 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 26986 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48251 members 
Mstep: Class 16 contains 20675 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38261 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 198264 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144338400.000000 Penalty: 72426.367188
Iteration 212Q: 22 clusters Score -1.443384e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95498 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 8624 members 
Mstep: Class 4 contains 47982 members 
Mstep: Class 5 contains 12169 members 
Mstep: Class 6 contains 28416 members 
Mstep: Class 7 contains 183765 members 
Mstep: Class 8 contains 4474 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 175926 members 
Mstep: Class 11 contains 195711 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 26994 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48238 members 
Mstep: Class 16 contains 20960 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38313 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 198248 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144338080.000000 Penalty: 72426.367188
Iteration 213Q: 22 clusters Score -1.443381e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 8628 members 
Mstep: Class 4 contains 47998 members 
Mstep: Class 5 contains 12172 members 
Mstep: Class 6 contains 28427 members 
Mstep: Class 7 contains 183740 members 
Mstep: Class 8 contains 4390 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 175963 members 
Mstep: Class 11 contains 195333 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27004 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48221 members 
Mstep: Class 16 contains 21239 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38381 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 198291 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144338320.000000 Penalty: 72426.367188
Iteration 214Q: 22 clusters Score -1.443383e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 8635 members 
Mstep: Class 4 contains 48020 members 
Mstep: Class 5 contains 12169 members 
Mstep: Class 6 contains 28443 members 
Mstep: Class 7 contains 183703 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 176008 members 
Mstep: Class 11 contains 194925 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27011 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 21554 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38459 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 198326 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144338480.000000 Penalty: 72426.367188
Iteration 215Q: 22 clusters Score -1.443385e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 8639 members 
Mstep: Class 4 contains 48041 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 28464 members 
Mstep: Class 7 contains 183683 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 176057 members 
Mstep: Class 11 contains 194470 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27008 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48188 members 
Mstep: Class 16 contains 21869 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38546 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 198365 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 22 clusters Score -1.443385e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95618 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 8652 members 
Mstep: Class 4 contains 48064 members 
Mstep: Class 5 contains 12165 members 
Mstep: Class 6 contains 28488 members 
Mstep: Class 7 contains 183703 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 176106 members 
Mstep: Class 11 contains 193956 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27011 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48176 members 
Mstep: Class 16 contains 22189 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38651 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 198374 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 22 clusters Score -1.443386e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 8663 members 
Mstep: Class 4 contains 48077 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 28506 members 
Mstep: Class 7 contains 183698 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 176143 members 
Mstep: Class 11 contains 193489 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 27009 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48174 members 
Mstep: Class 16 contains 22545 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38740 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 198372 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
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Iteration 218Q: 22 clusters Score -1.443388e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95702 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 48077 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 28525 members 
Mstep: Class 7 contains 183669 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 176203 members 
Mstep: Class 11 contains 193073 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 27011 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48161 members 
Mstep: Class 16 contains 22916 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38821 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 198320 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 219Q: 22 clusters Score -1.443386e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 8679 members 
Mstep: Class 4 contains 48089 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 28543 members 
Mstep: Class 7 contains 183630 members 
Mstep: Class 8 contains 3934 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 176243 members 
Mstep: Class 11 contains 192666 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27007 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48155 members 
Mstep: Class 16 contains 23308 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38914 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 198250 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 220F: 22 clusters Score -1.443388e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 8683 members 
Mstep: Class 4 contains 48108 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 28562 members 
Mstep: Class 7 contains 183632 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 10 contains 176247 members 
Mstep: Class 11 contains 192234 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27021 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 48156 members 
Mstep: Class 16 contains 23699 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 38998 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 198177 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339024.000000 Penalty: 72426.367188
Iteration 221Q: 22 clusters Score -1.44339e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 8689 members 
Mstep: Class 4 contains 48128 members 
Mstep: Class 5 contains 12162 members 
Mstep: Class 6 contains 28585 members 
Mstep: Class 7 contains 183614 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 341 members 
Mstep: Class 10 contains 176266 members 
Mstep: Class 11 contains 191788 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27032 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 48157 members 
Mstep: Class 16 contains 24097 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 39077 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 198104 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339040.000000 Penalty: 72426.367188
Iteration 222Q: 22 clusters Score -1.44339e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 8703 members 
Mstep: Class 4 contains 48122 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 28603 members 
Mstep: Class 7 contains 183576 members 
Mstep: Class 8 contains 3769 members 
Mstep: Class 9 contains 341 members 
Mstep: Class 10 contains 176320 members 
Mstep: Class 11 contains 191387 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27045 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 48156 members 
Mstep: Class 16 contains 24466 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 39154 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 198028 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339168.000000 Penalty: 72426.367188
Iteration 223Q: 22 clusters Score -1.443392e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 95858 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 8723 members 
Mstep: Class 4 contains 48134 members 
Mstep: Class 5 contains 12163 members 
Mstep: Class 6 contains 28627 members 
Mstep: Class 7 contains 183498 members 
Mstep: Class 8 contains 3721 members 
Mstep: Class 9 contains 341 members 
Mstep: Class 10 contains 176369 members 
Mstep: Class 11 contains 190980 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27059 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 48151 members 
Mstep: Class 16 contains 24860 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 39240 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 197940 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339360.000000 Penalty: 72426.367188
Iteration 224Q: 22 clusters Score -1.443394e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 2081 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 48165 members 
Mstep: Class 5 contains 12163 members 
Mstep: Class 6 contains 28647 members 
Mstep: Class 7 contains 183427 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 341 members 
Mstep: Class 10 contains 176436 members 
Mstep: Class 11 contains 190540 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27078 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 25266 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 39325 members 
Mstep: Class 19 contains 3631 members 
Mstep: Class 20 contains 197845 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339360.000000 Penalty: 72426.367188
Iteration 225Q: 22 clusters Score -1.443394e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 48208 members 
Mstep: Class 5 contains 12165 members 
Mstep: Class 6 contains 28658 members 
Mstep: Class 7 contains 183337 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 341 members 
Mstep: Class 10 contains 176471 members 
Mstep: Class 11 contains 190029 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27088 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 48136 members 
Mstep: Class 16 contains 25721 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 39434 members 
Mstep: Class 19 contains 3632 members 
Mstep: Class 20 contains 197803 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339744.000000 Penalty: 72426.367188
Iteration 226Q: 22 clusters Score -1.443397e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 95945 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 48227 members 
Mstep: Class 5 contains 12169 members 
Mstep: Class 6 contains 28686 members 
Mstep: Class 7 contains 183271 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 341 members 
Mstep: Class 10 contains 176521 members 
Mstep: Class 11 contains 189497 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27084 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 48127 members 
Mstep: Class 16 contains 26210 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 39559 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 197726 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339392.000000 Penalty: 72426.367188
Iteration 227Q: 22 clusters Score -1.443394e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 8811 members 
Mstep: Class 4 contains 48247 members 
Mstep: Class 5 contains 12169 members 
Mstep: Class 6 contains 28718 members 
Mstep: Class 7 contains 183182 members 
Mstep: Class 8 contains 3451 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 176549 members 
Mstep: Class 11 contains 188933 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 27103 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 48117 members 
Mstep: Class 16 contains 26708 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 39676 members 
Mstep: Class 19 contains 3638 members 
Mstep: Class 20 contains 197656 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339712.000000 Penalty: 72426.367188
Iteration 228Q: 22 clusters Score -1.443397e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 8825 members 
Mstep: Class 4 contains 48261 members 
Mstep: Class 5 contains 12171 members 
Mstep: Class 6 contains 28732 members 
Mstep: Class 7 contains 183050 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 176594 members 
Mstep: Class 11 contains 188397 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 27131 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 48126 members 
Mstep: Class 16 contains 27212 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 39802 members 
Mstep: Class 19 contains 3641 members 
Mstep: Class 20 contains 197579 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339984.000000 Penalty: 72426.367188
Iteration 229Q: 22 clusters Score -1.4434e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 48278 members 
Mstep: Class 5 contains 12173 members 
Mstep: Class 6 contains 28756 members 
Mstep: Class 7 contains 182935 members 
Mstep: Class 8 contains 3333 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 176676 members 
Mstep: Class 11 contains 187879 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 27143 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 48127 members 
Mstep: Class 16 contains 27698 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 39927 members 
Mstep: Class 19 contains 3643 members 
Mstep: Class 20 contains 197464 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339856.000000 Penalty: 72426.367188
Iteration 230Q: 22 clusters Score -1.443399e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 48291 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 28785 members 
Mstep: Class 7 contains 182776 members 
Mstep: Class 8 contains 3293 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 176726 members 
Mstep: Class 11 contains 187368 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27159 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 48133 members 
Mstep: Class 16 contains 28210 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 40081 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 197352 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339968.000000 Penalty: 72426.367188
Iteration 231Q: 22 clusters Score -1.4434e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 48321 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 28814 members 
Mstep: Class 7 contains 182611 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 176774 members 
Mstep: Class 11 contains 186844 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27178 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 48140 members 
Mstep: Class 16 contains 28734 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 40251 members 
Mstep: Class 19 contains 3648 members 
Mstep: Class 20 contains 197230 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340496.000000 Penalty: 72426.367188
Iteration 232Q: 22 clusters Score -1.443405e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 8860 members 
Mstep: Class 4 contains 48335 members 
Mstep: Class 5 contains 12181 members 
Mstep: Class 6 contains 28840 members 
Mstep: Class 7 contains 182451 members 
Mstep: Class 8 contains 3183 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 176800 members 
Mstep: Class 11 contains 186379 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 27203 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 48141 members 
Mstep: Class 16 contains 29281 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 40403 members 
Mstep: Class 19 contains 3652 members 
Mstep: Class 20 contains 197070 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340656.000000 Penalty: 72426.367188
Iteration 233Q: 22 clusters Score -1.443407e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 8871 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 28889 members 
Mstep: Class 7 contains 182299 members 
Mstep: Class 8 contains 3111 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 176813 members 
Mstep: Class 11 contains 185949 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 27237 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 48142 members 
Mstep: Class 16 contains 29821 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 40534 members 
Mstep: Class 19 contains 3654 members 
Mstep: Class 20 contains 196905 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340576.000000 Penalty: 72426.367188
Iteration 234Q: 22 clusters Score -1.443406e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 8883 members 
Mstep: Class 4 contains 48360 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 28924 members 
Mstep: Class 7 contains 182095 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 176831 members 
Mstep: Class 11 contains 185501 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 27267 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 48146 members 
Mstep: Class 16 contains 30414 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 40692 members 
Mstep: Class 19 contains 3655 members 
Mstep: Class 20 contains 196735 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340672.000000 Penalty: 72426.367188
Iteration 235Q: 22 clusters Score -1.443407e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 48371 members 
Mstep: Class 5 contains 12172 members 
Mstep: Class 6 contains 28955 members 
Mstep: Class 7 contains 181905 members 
Mstep: Class 8 contains 2989 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 176853 members 
Mstep: Class 11 contains 184941 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27296 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 48166 members 
Mstep: Class 16 contains 31060 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 40866 members 
Mstep: Class 19 contains 3655 members 
Mstep: Class 20 contains 196600 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340976.000000 Penalty: 72426.367188
Iteration 236Q: 22 clusters Score -1.44341e+08 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 8898 members 
Mstep: Class 4 contains 48368 members 
Mstep: Class 5 contains 12170 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 181769 members 
Mstep: Class 8 contains 2939 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 176894 members 
Mstep: Class 11 contains 184348 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27310 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 48202 members 
Mstep: Class 16 contains 31723 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 41058 members 
Mstep: Class 19 contains 3655 members 
Mstep: Class 20 contains 196379 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340624.000000 Penalty: 72426.367188
Iteration 237Q: 22 clusters Score -1.443406e+08 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96289 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 48357 members 
Mstep: Class 5 contains 12173 members 
Mstep: Class 6 contains 29020 members 
Mstep: Class 7 contains 181587 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 176952 members 
Mstep: Class 11 contains 183716 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27320 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 48221 members 
Mstep: Class 16 contains 32462 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 41254 members 
Mstep: Class 19 contains 3658 members 
Mstep: Class 20 contains 196157 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340832.000000 Penalty: 72426.367188
Iteration 238Q: 22 clusters Score -1.443408e+08 nChanged 3388
Entering ConstructFrom: 
Score: -144340832.000000 Penalty: 72426.367188
Entering ConstructFrom: 
Trying to split cluster 1 (96290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Entering Unmasked Estep 
Score: -12894614.000000 Penalty: 2845.829590
	Iteration 0F: 2 clusters Score -1.289461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -12830061.000000 Penalty: 5691.659180
	Iteration 0F: 3 clusters Score -1.283006e+07 nChanged 45370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -12856036.000000 Penalty: 5691.659180
	Iteration 1F: 3 clusters Score -1.285604e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -12856824.000000 Penalty: 5691.659180
	Iteration 2Q: 3 clusters Score -1.285682e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -12857622.000000 Penalty: 5691.659180
	Iteration 3Q: 3 clusters Score -1.285762e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -12858840.000000 Penalty: 5691.659180
	Iteration 4Q: 3 clusters Score -1.285884e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -12861009.000000 Penalty: 5691.659180
	Iteration 5Q: 3 clusters Score -1.286101e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -12864638.000000 Penalty: 5691.659180
	Iteration 6F: 3 clusters Score -1.286464e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -12870769.000000 Penalty: 5691.659180
	Iteration 7F: 3 clusters Score -1.287077e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -12878644.000000 Penalty: 5691.659180
	Iteration 8F: 3 clusters Score -1.287864e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89282 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -12885528.000000 Penalty: 5691.659180
	Iteration 9F: 3 clusters Score -1.288553e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -12889413.000000 Penalty: 5691.659180
	Iteration 10Q: 3 clusters Score -1.288941e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -12891027.000000 Penalty: 5691.659180
	Iteration 11Q: 3 clusters Score -1.289103e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12891601.000000 Penalty: 5691.659180
	Iteration 12Q: 3 clusters Score -1.28916e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95881 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -12891839.000000 Penalty: 5691.659180
	Iteration 13Q: 3 clusters Score -1.289184e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12891954.000000 Penalty: 5691.659180
	Iteration 14Q: 3 clusters Score -1.289195e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12892017.000000 Penalty: 5691.659180
	Iteration 15Q: 3 clusters Score -1.289202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12892071.000000 Penalty: 5691.659180
	Iteration 16Q: 3 clusters Score -1.289207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96031 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -12892093.000000 Penalty: 5691.659180
	Iteration 17Q: 3 clusters Score -1.289209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12892104.000000 Penalty: 5691.659180
	Iteration 18Q: 3 clusters Score -1.28921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12892121.000000 Penalty: 5691.659180
	Iteration 19Q: 3 clusters Score -1.289212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12892124.000000 Penalty: 5691.659180
	Iteration 20F: 3 clusters Score -1.289212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12892126.000000 Penalty: 5691.659180
	Iteration 21Q: 3 clusters Score -1.289213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -12892128.000000 Penalty: 5691.659180
	Iteration 22Q: 3 clusters Score -1.289213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12892130.000000 Penalty: 5691.659180
	Iteration 23Q: 3 clusters Score -1.289213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12892138.000000 Penalty: 5691.659180
	Iteration 24Q: 3 clusters Score -1.289214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12892139.000000 Penalty: 5691.659180
	Iteration 25Q: 3 clusters Score -1.289214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96049 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12892147.000000 Penalty: 5691.659180
	Iteration 26Q: 3 clusters Score -1.289215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96047 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12892152.000000 Penalty: 5691.659180
	Iteration 27Q: 3 clusters Score -1.289215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96047 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12892152.000000 Penalty: 5691.659180
	Iteration 28F: 3 clusters Score -1.289215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -269681.500000 Penalty: 1893.075684
	Iteration 0F: 2 clusters Score -269681.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -267017.437500 Penalty: 3786.151367
	Iteration 0F: 3 clusters Score -267017.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -267445.531250 Penalty: 3786.151367
	Iteration 1F: 3 clusters Score -267445.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -267576.531250 Penalty: 3786.151367
	Iteration 2F: 3 clusters Score -267576.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -267666.625000 Penalty: 3786.151367
	Iteration 3Q: 3 clusters Score -267666.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -267724.531250 Penalty: 3786.151367
	Iteration 4Q: 3 clusters Score -267724.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -267771.375000 Penalty: 3786.151367
	Iteration 5Q: 3 clusters Score -267771.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -267814.812500 Penalty: 3786.151367
	Iteration 6Q: 3 clusters Score -267814.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -267846.343750 Penalty: 3786.151367
	Iteration 7Q: 3 clusters Score -267846.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -267868.593750 Penalty: 3786.151367
	Iteration 8Q: 3 clusters Score -267868.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -267898.000000 Penalty: 3786.151367
	Iteration 9Q: 3 clusters Score -267898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -267918.312500 Penalty: 3786.151367
	Iteration 10Q: 3 clusters Score -267918.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -267933.687500 Penalty: 3786.151367
	Iteration 11Q: 3 clusters Score -267933.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -267950.062500 Penalty: 3786.151367
	Iteration 12Q: 3 clusters Score -267950.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -267965.562500 Penalty: 3786.151367
	Iteration 13Q: 3 clusters Score -267965.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -267976.000000 Penalty: 3786.151367
	Iteration 14Q: 3 clusters Score -267976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -267991.468750 Penalty: 3786.151367
	Iteration 15Q: 3 clusters Score -267991.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -268008.750000 Penalty: 3786.151367
	Iteration 16Q: 3 clusters Score -268008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -268021.656250 Penalty: 3786.151367
	Iteration 17Q: 3 clusters Score -268021.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -268037.062500 Penalty: 3786.151367
	Iteration 18Q: 3 clusters Score -268037.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -268049.562500 Penalty: 3786.151367
	Iteration 19Q: 3 clusters Score -268049.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -268058.406250 Penalty: 3786.151367
	Iteration 20F: 3 clusters Score -268058.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -268068.500000 Penalty: 3786.151367
	Iteration 21Q: 3 clusters Score -268068.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -268077.375000 Penalty: 3786.151367
	Iteration 22Q: 3 clusters Score -268077.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -268086.718750 Penalty: 3786.151367
	Iteration 23Q: 3 clusters Score -268086.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -268094.718750 Penalty: 3786.151367
	Iteration 24Q: 3 clusters Score -268094.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -268105.875000 Penalty: 3786.151367
	Iteration 25Q: 3 clusters Score -268105.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -268117.656250 Penalty: 3786.151367
	Iteration 26Q: 3 clusters Score -268117.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -268125.437500 Penalty: 3786.151367
	Iteration 27Q: 3 clusters Score -268125.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -268135.125000 Penalty: 3786.151367
	Iteration 28Q: 3 clusters Score -268135.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -268145.750000 Penalty: 3786.151367
	Iteration 29Q: 3 clusters Score -268145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -268151.843750 Penalty: 3786.151367
	Iteration 30Q: 3 clusters Score -268151.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -268163.687500 Penalty: 3786.151367
	Iteration 31Q: 3 clusters Score -268163.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -268181.187500 Penalty: 3786.151367
	Iteration 32Q: 3 clusters Score -268181.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -268192.312500 Penalty: 3786.151367
	Iteration 33Q: 3 clusters Score -268192.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -268206.281250 Penalty: 3786.151367
	Iteration 34Q: 3 clusters Score -268206.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -268220.156250 Penalty: 3786.151367
	Iteration 35Q: 3 clusters Score -268220.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -268231.218750 Penalty: 3786.151367
	Iteration 36Q: 3 clusters Score -268231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -268243.656250 Penalty: 3786.151367
	Iteration 37Q: 3 clusters Score -268243.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -268254.750000 Penalty: 3786.151367
	Iteration 38Q: 3 clusters Score -268254.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -268266.781250 Penalty: 3786.151367
	Iteration 39Q: 3 clusters Score -268266.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -268273.156250 Penalty: 3786.151367
	Iteration 40F: 3 clusters Score -268273.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -268281.062500 Penalty: 3786.151367
	Iteration 41Q: 3 clusters Score -268281.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -268291.218750 Penalty: 3786.151367
	Iteration 42Q: 3 clusters Score -268291.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -268300.625000 Penalty: 3786.151367
	Iteration 43Q: 3 clusters Score -268300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -268308.156250 Penalty: 3786.151367
	Iteration 44Q: 3 clusters Score -268308.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -268316.718750 Penalty: 3786.151367
	Iteration 45Q: 3 clusters Score -268316.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -268320.343750 Penalty: 3786.151367
	Iteration 46Q: 3 clusters Score -268320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -268324.375000 Penalty: 3786.151367
	Iteration 47Q: 3 clusters Score -268324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -268327.343750 Penalty: 3786.151367
	Iteration 48Q: 3 clusters Score -268327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -268328.531250 Penalty: 3786.151367
	Iteration 49Q: 3 clusters Score -268328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -268329.843750 Penalty: 3786.151367
	Iteration 50Q: 3 clusters Score -268329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -268332.750000 Penalty: 3786.151367
	Iteration 51Q: 3 clusters Score -268332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -268332.875000 Penalty: 3786.151367
	Iteration 52Q: 3 clusters Score -268332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -268334.593750 Penalty: 3786.151367
	Iteration 53Q: 3 clusters Score -268334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -268334.593750 Penalty: 3786.151367
	Iteration 54F: 3 clusters Score -268334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Entering Unmasked Estep 
Score: -1205625.375000 Penalty: 2256.126221
	Iteration 0F: 2 clusters Score -1205625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1198599.750000 Penalty: 4512.252441
	Iteration 0F: 3 clusters Score -1198600 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1200516.500000 Penalty: 4512.252441
	Iteration 1F: 3 clusters Score -1200516 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1200809.375000 Penalty: 4512.252441
	Iteration 2F: 3 clusters Score -1200809 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1201040.500000 Penalty: 4512.252441
	Iteration 3F: 3 clusters Score -1201040 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1201252.750000 Penalty: 4512.252441
	Iteration 4Q: 3 clusters Score -1201253 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1201419.000000 Penalty: 4512.252441
	Iteration 5Q: 3 clusters Score -1201419 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1201552.500000 Penalty: 4512.252441
	Iteration 6Q: 3 clusters Score -1201552 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1201663.625000 Penalty: 4512.252441
	Iteration 7Q: 3 clusters Score -1201664 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1201753.500000 Penalty: 4512.252441
	Iteration 8Q: 3 clusters Score -1201754 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1201843.750000 Penalty: 4512.252441
	Iteration 9Q: 3 clusters Score -1201844 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1201927.375000 Penalty: 4512.252441
	Iteration 10Q: 3 clusters Score -1201927 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1202004.000000 Penalty: 4512.252441
	Iteration 11Q: 3 clusters Score -1202004 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1202073.250000 Penalty: 4512.252441
	Iteration 12Q: 3 clusters Score -1202073 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1202122.750000 Penalty: 4512.252441
	Iteration 13Q: 3 clusters Score -1202123 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1202171.625000 Penalty: 4512.252441
	Iteration 14Q: 3 clusters Score -1202172 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1202224.625000 Penalty: 4512.252441
	Iteration 15Q: 3 clusters Score -1202225 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1202269.875000 Penalty: 4512.252441
	Iteration 16Q: 3 clusters Score -1202270 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1202302.875000 Penalty: 4512.252441
	Iteration 17Q: 3 clusters Score -1202303 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1202332.125000 Penalty: 4512.252441
	Iteration 18Q: 3 clusters Score -1202332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1202361.250000 Penalty: 4512.252441
	Iteration 19Q: 3 clusters Score -1202361 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1202393.625000 Penalty: 4512.252441
	Iteration 20F: 3 clusters Score -1202394 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1202418.750000 Penalty: 4512.252441
	Iteration 21Q: 3 clusters Score -1202419 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1202442.875000 Penalty: 4512.252441
	Iteration 22Q: 3 clusters Score -1202443 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1202468.125000 Penalty: 4512.252441
	Iteration 23Q: 3 clusters Score -1202468 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1202484.875000 Penalty: 4512.252441
	Iteration 24Q: 3 clusters Score -1202485 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1202505.750000 Penalty: 4512.252441
	Iteration 25Q: 3 clusters Score -1202506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1202522.000000 Penalty: 4512.252441
	Iteration 26Q: 3 clusters Score -1202522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1202538.625000 Penalty: 4512.252441
	Iteration 27Q: 3 clusters Score -1202539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1202558.500000 Penalty: 4512.252441
	Iteration 28Q: 3 clusters Score -1202558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1202580.375000 Penalty: 4512.252441
	Iteration 29Q: 3 clusters Score -1202580 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1202604.500000 Penalty: 4512.252441
	Iteration 30Q: 3 clusters Score -1202604 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1202634.375000 Penalty: 4512.252441
	Iteration 31Q: 3 clusters Score -1202634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1202659.000000 Penalty: 4512.252441
	Iteration 32Q: 3 clusters Score -1202659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1202682.625000 Penalty: 4512.252441
	Iteration 33Q: 3 clusters Score -1202683 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1202706.375000 Penalty: 4512.252441
	Iteration 34Q: 3 clusters Score -1202706 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1202728.750000 Penalty: 4512.252441
	Iteration 35Q: 3 clusters Score -1202729 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1202765.750000 Penalty: 4512.252441
	Iteration 36Q: 3 clusters Score -1202766 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1202808.750000 Penalty: 4512.252441
	Iteration 37Q: 3 clusters Score -1202809 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1202852.625000 Penalty: 4512.252441
	Iteration 38Q: 3 clusters Score -1202853 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1202893.125000 Penalty: 4512.252441
	Iteration 39Q: 3 clusters Score -1202893 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1202942.375000 Penalty: 4512.252441
	Iteration 40F: 3 clusters Score -1202942 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1202987.125000 Penalty: 4512.252441
	Iteration 41Q: 3 clusters Score -1202987 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1203035.375000 Penalty: 4512.252441
	Iteration 42Q: 3 clusters Score -1203035 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1203077.625000 Penalty: 4512.252441
	Iteration 43Q: 3 clusters Score -1203078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1203129.250000 Penalty: 4512.252441
	Iteration 44Q: 3 clusters Score -1203129 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1203181.250000 Penalty: 4512.252441
	Iteration 45Q: 3 clusters Score -1203181 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1203230.625000 Penalty: 4512.252441
	Iteration 46Q: 3 clusters Score -1203231 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1203264.375000 Penalty: 4512.252441
	Iteration 47Q: 3 clusters Score -1203264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1203303.500000 Penalty: 4512.252441
	Iteration 48Q: 3 clusters Score -1203304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1203341.250000 Penalty: 4512.252441
	Iteration 49Q: 3 clusters Score -1203341 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1203384.875000 Penalty: 4512.252441
	Iteration 50Q: 3 clusters Score -1203385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1203411.125000 Penalty: 4512.252441
	Iteration 51Q: 3 clusters Score -1203411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1203433.625000 Penalty: 4512.252441
	Iteration 52Q: 3 clusters Score -1203434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1203461.875000 Penalty: 4512.252441
	Iteration 53Q: 3 clusters Score -1203462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1203490.125000 Penalty: 4512.252441
	Iteration 54Q: 3 clusters Score -1203490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1203512.000000 Penalty: 4512.252441
	Iteration 55Q: 3 clusters Score -1203512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1203533.750000 Penalty: 4512.252441
	Iteration 56Q: 3 clusters Score -1203534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1203546.125000 Penalty: 4512.252441
	Iteration 57Q: 3 clusters Score -1203546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1203565.375000 Penalty: 4512.252441
	Iteration 58Q: 3 clusters Score -1203565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1203586.000000 Penalty: 4512.252441
	Iteration 59Q: 3 clusters Score -1203586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1203608.250000 Penalty: 4512.252441
	Iteration 60F: 3 clusters Score -1203608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1203631.125000 Penalty: 4512.252441
	Iteration 61Q: 3 clusters Score -1203631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1203646.250000 Penalty: 4512.252441
	Iteration 62Q: 3 clusters Score -1203646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1203660.375000 Penalty: 4512.252441
	Iteration 63Q: 3 clusters Score -1203660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1203668.375000 Penalty: 4512.252441
	Iteration 64Q: 3 clusters Score -1203668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1203677.375000 Penalty: 4512.252441
	Iteration 65Q: 3 clusters Score -1203677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1203689.250000 Penalty: 4512.252441
	Iteration 66Q: 3 clusters Score -1203689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1203697.500000 Penalty: 4512.252441
	Iteration 67Q: 3 clusters Score -1203698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1203701.875000 Penalty: 4512.252441
	Iteration 68Q: 3 clusters Score -1203702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1203704.125000 Penalty: 4512.252441
	Iteration 69Q: 3 clusters Score -1203704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1203709.625000 Penalty: 4512.252441
	Iteration 70Q: 3 clusters Score -1203710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1203712.125000 Penalty: 4512.252441
	Iteration 71Q: 3 clusters Score -1203712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1203715.125000 Penalty: 4512.252441
	Iteration 72Q: 3 clusters Score -1203715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1203719.500000 Penalty: 4512.252441
	Iteration 73Q: 3 clusters Score -1203720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1203721.250000 Penalty: 4512.252441
	Iteration 74Q: 3 clusters Score -1203721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1203721.750000 Penalty: 4512.252441
	Iteration 75Q: 3 clusters Score -1203722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1203723.875000 Penalty: 4512.252441
	Iteration 76Q: 3 clusters Score -1203724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1203722.625000 Penalty: 4512.252441
	Iteration 77Q: 3 clusters Score -1203723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1203724.500000 Penalty: 4512.252441
	Iteration 78Q: 3 clusters Score -1203724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1203725.250000 Penalty: 4512.252441
	Iteration 79Q: 3 clusters Score -1203725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1203728.125000 Penalty: 4512.252441
	Iteration 80F: 3 clusters Score -1203728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1203729.000000 Penalty: 4512.252441
	Iteration 81Q: 3 clusters Score -1203729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1203727.625000 Penalty: 4512.252441
	Iteration 82Q: 3 clusters Score -1203728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1203727.625000 Penalty: 4512.252441
	Iteration 83F: 3 clusters Score -1203728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Entering Unmasked Estep 
Score: -6534579.500000 Penalty: 2674.875000
	Iteration 0F: 2 clusters Score -6534580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -6501987.000000 Penalty: 5349.750000
	Iteration 0F: 3 clusters Score -6501987 nChanged 22371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -6514340.000000 Penalty: 5349.750000
	Iteration 1F: 3 clusters Score -6514340 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -6514962.500000 Penalty: 5349.750000
	Iteration 2Q: 3 clusters Score -6514962 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -6515773.000000 Penalty: 5349.750000
	Iteration 3Q: 3 clusters Score -6515773 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -6516776.500000 Penalty: 5349.750000
	Iteration 4Q: 3 clusters Score -6516776 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -6518264.500000 Penalty: 5349.750000
	Iteration 5F: 3 clusters Score -6518264 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -6520379.000000 Penalty: 5349.750000
	Iteration 6F: 3 clusters Score -6520379 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -6523151.000000 Penalty: 5349.750000
	Iteration 7F: 3 clusters Score -6523151 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -6526162.500000 Penalty: 5349.750000
	Iteration 8F: 3 clusters Score -6526162 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -6528666.000000 Penalty: 5349.750000
	Iteration 9F: 3 clusters Score -6528666 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -6530357.000000 Penalty: 5349.750000
	Iteration 10Q: 3 clusters Score -6530357 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6531356.000000 Penalty: 5349.750000
	Iteration 11Q: 3 clusters Score -6531356 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6531854.000000 Penalty: 5349.750000
	Iteration 12Q: 3 clusters Score -6531854 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6532145.500000 Penalty: 5349.750000
	Iteration 13Q: 3 clusters Score -6532146 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6532330.000000 Penalty: 5349.750000
	Iteration 14Q: 3 clusters Score -6532330 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6532447.000000 Penalty: 5349.750000
	Iteration 15Q: 3 clusters Score -6532447 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6532486.000000 Penalty: 5349.750000
	Iteration 16Q: 3 clusters Score -6532486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6532544.500000 Penalty: 5349.750000
	Iteration 17Q: 3 clusters Score -6532544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6532585.500000 Penalty: 5349.750000
	Iteration 18Q: 3 clusters Score -6532586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6532624.500000 Penalty: 5349.750000
	Iteration 19Q: 3 clusters Score -6532624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6532637.500000 Penalty: 5349.750000
	Iteration 20F: 3 clusters Score -6532638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6532647.500000 Penalty: 5349.750000
	Iteration 21Q: 3 clusters Score -6532648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6532652.500000 Penalty: 5349.750000
	Iteration 22Q: 3 clusters Score -6532652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6532664.000000 Penalty: 5349.750000
	Iteration 23Q: 3 clusters Score -6532664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6532659.500000 Penalty: 5349.750000
	Iteration 24Q: 3 clusters Score -6532660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6532658.500000 Penalty: 5349.750000
	Iteration 25Q: 3 clusters Score -6532658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6532658.500000 Penalty: 5349.750000
	Iteration 26F: 3 clusters Score -6532658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Entering Unmasked Estep 
Score: -1542245.625000 Penalty: 2332.970703
	Iteration 0F: 2 clusters Score -1542246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1533227.500000 Penalty: 4665.941406
	Iteration 0F: 3 clusters Score -1533228 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1536392.500000 Penalty: 4665.941406
	Iteration 1F: 3 clusters Score -1536392 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1536987.625000 Penalty: 4665.941406
	Iteration 2F: 3 clusters Score -1536988 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1537441.000000 Penalty: 4665.941406
	Iteration 3F: 3 clusters Score -1537441 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1537932.250000 Penalty: 4665.941406
	Iteration 4F: 3 clusters Score -1537932 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1538549.250000 Penalty: 4665.941406
	Iteration 5F: 3 clusters Score -1538549 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1539215.250000 Penalty: 4665.941406
	Iteration 6F: 3 clusters Score -1539215 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1539857.000000 Penalty: 4665.941406
	Iteration 7F: 3 clusters Score -1539857 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1540349.375000 Penalty: 4665.941406
	Iteration 8F: 3 clusters Score -1540349 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1540748.500000 Penalty: 4665.941406
	Iteration 9Q: 3 clusters Score -1540748 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1541098.500000 Penalty: 4665.941406
	Iteration 10Q: 3 clusters Score -1541098 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1541448.875000 Penalty: 4665.941406
	Iteration 11Q: 3 clusters Score -1541449 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1541794.875000 Penalty: 4665.941406
	Iteration 12Q: 3 clusters Score -1541795 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1542082.750000 Penalty: 4665.941406
	Iteration 13Q: 3 clusters Score -1542083 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1542313.125000 Penalty: 4665.941406
	Iteration 14Q: 3 clusters Score -1542313 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1542509.000000 Penalty: 4665.941406
	Iteration 15Q: 3 clusters Score -1542509 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1542706.750000 Penalty: 4665.941406
	Iteration 16Q: 3 clusters Score -1542707 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1542905.500000 Penalty: 4665.941406
	Iteration 17Q: 3 clusters Score -1542906 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1543072.000000 Penalty: 4665.941406
	Iteration 18Q: 3 clusters Score -1543072 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1543196.125000 Penalty: 4665.941406
	Iteration 19Q: 3 clusters Score -1543196 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1543265.250000 Penalty: 4665.941406
	Iteration 20F: 3 clusters Score -1543265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1543340.250000 Penalty: 4665.941406
	Iteration 21Q: 3 clusters Score -1543340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1543381.375000 Penalty: 4665.941406
	Iteration 22Q: 3 clusters Score -1543381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1543407.875000 Penalty: 4665.941406
	Iteration 23Q: 3 clusters Score -1543408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1543412.375000 Penalty: 4665.941406
	Iteration 24Q: 3 clusters Score -1543412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1543419.250000 Penalty: 4665.941406
	Iteration 25Q: 3 clusters Score -1543419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1543420.375000 Penalty: 4665.941406
	Iteration 26Q: 3 clusters Score -1543420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1543422.125000 Penalty: 4665.941406
	Iteration 27Q: 3 clusters Score -1543422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1543420.875000 Penalty: 4665.941406
	Iteration 28Q: 3 clusters Score -1543421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1543422.875000 Penalty: 4665.941406
	Iteration 29Q: 3 clusters Score -1543423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1543425.500000 Penalty: 4665.941406
	Iteration 30Q: 3 clusters Score -1543426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1543424.625000 Penalty: 4665.941406
	Iteration 31Q: 3 clusters Score -1543425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1543424.625000 Penalty: 4665.941406
	Iteration 32F: 3 clusters Score -1543425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 2066 members 
Mstep: Class 3 contains 8931 members 
Mstep: Class 4 contains 48329 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 29035 members 
Mstep: Class 7 contains 181414 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 177017 members 
Mstep: Class 11 contains 183069 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27322 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 48232 members 
Mstep: Class 16 contains 33268 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 41475 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 195918 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 10801 members 
Entering Unmasked Estep 
Score: -144341152.000000 Penalty: 75875.242188
Splitting cluster 5 changes total score from -144340832.000000 to -144341152.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (29035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Entering Unmasked Estep 
Score: -3945893.500000 Penalty: 2548.511963
	Iteration 0F: 2 clusters Score -3945894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3925877.000000 Penalty: 5097.023926
	Iteration 0F: 3 clusters Score -3925877 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3932990.500000 Penalty: 5097.023926
	Iteration 1F: 3 clusters Score -3932990 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3933462.250000 Penalty: 5097.023926
	Iteration 2Q: 3 clusters Score -3933462 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3933922.750000 Penalty: 5097.023926
	Iteration 3Q: 3 clusters Score -3933923 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3934424.250000 Penalty: 5097.023926
	Iteration 4Q: 3 clusters Score -3934424 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3935060.750000 Penalty: 5097.023926
	Iteration 5Q: 3 clusters Score -3935061 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3935921.500000 Penalty: 5097.023926
	Iteration 6F: 3 clusters Score -3935922 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3937235.750000 Penalty: 5097.023926
	Iteration 7F: 3 clusters Score -3937236 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3938887.250000 Penalty: 5097.023926
	Iteration 8F: 3 clusters Score -3938887 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3940706.000000 Penalty: 5097.023926
	Iteration 9F: 3 clusters Score -3940706 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3941976.750000 Penalty: 5097.023926
	Iteration 10Q: 3 clusters Score -3941977 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3942758.500000 Penalty: 5097.023926
	Iteration 11Q: 3 clusters Score -3942758 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3943196.250000 Penalty: 5097.023926
	Iteration 12Q: 3 clusters Score -3943196 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3943400.750000 Penalty: 5097.023926
	Iteration 13Q: 3 clusters Score -3943401 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3943518.000000 Penalty: 5097.023926
	Iteration 14Q: 3 clusters Score -3943518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -3943572.000000 Penalty: 5097.023926
	Iteration 15Q: 3 clusters Score -3943572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -3943612.500000 Penalty: 5097.023926
	Iteration 16Q: 3 clusters Score -3943612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3943628.500000 Penalty: 5097.023926
	Iteration 17Q: 3 clusters Score -3943628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3943649.500000 Penalty: 5097.023926
	Iteration 18Q: 3 clusters Score -3943650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3943662.000000 Penalty: 5097.023926
	Iteration 19Q: 3 clusters Score -3943662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -3943664.250000 Penalty: 5097.023926
	Iteration 20F: 3 clusters Score -3943664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3943675.250000 Penalty: 5097.023926
	Iteration 21Q: 3 clusters Score -3943675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3943678.250000 Penalty: 5097.023926
	Iteration 22Q: 3 clusters Score -3943678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3943676.000000 Penalty: 5097.023926
	Iteration 23Q: 3 clusters Score -3943676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -3943683.500000 Penalty: 5097.023926
	Iteration 24Q: 3 clusters Score -3943684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -3943683.500000 Penalty: 5097.023926
	Iteration 25F: 3 clusters Score -3943684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (181414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181414 members 
Entering Unmasked Estep 
Score: -24279116.000000 Penalty: 3002.916992
	Iteration 0F: 2 clusters Score -2.427912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -24162666.000000 Penalty: 6005.833984
	Iteration 0F: 3 clusters Score -2.416267e+07 nChanged 86793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -24212856.000000 Penalty: 6005.833984
	Iteration 1F: 3 clusters Score -2.421286e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91068 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -24213634.000000 Penalty: 6005.833984
	Iteration 2Q: 3 clusters Score -2.421363e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91203 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -24214414.000000 Penalty: 6005.833984
	Iteration 3Q: 3 clusters Score -2.421441e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -24215168.000000 Penalty: 6005.833984
	Iteration 4Q: 3 clusters Score -2.421517e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 89892 members 
Entering Unmasked Estep 
Score: -24215904.000000 Penalty: 6005.833984
	Iteration 5Q: 3 clusters Score -2.42159e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91632 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -24216756.000000 Penalty: 6005.833984
	Iteration 6Q: 3 clusters Score -2.421676e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91680 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -24217954.000000 Penalty: 6005.833984
	Iteration 7Q: 3 clusters Score -2.421795e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -24218802.000000 Penalty: 6005.833984
	Iteration 8Q: 3 clusters Score -2.42188e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -24219892.000000 Penalty: 6005.833984
	Iteration 9Q: 3 clusters Score -2.421989e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91135 members 
Mstep: Class 2 contains 90279 members 
Entering Unmasked Estep 
Score: -24221114.000000 Penalty: 6005.833984
	Iteration 10Q: 3 clusters Score -2.422111e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -24222596.000000 Penalty: 6005.833984
	Iteration 11Q: 3 clusters Score -2.42226e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -24224432.000000 Penalty: 6005.833984
	Iteration 12Q: 3 clusters Score -2.422443e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -24226960.000000 Penalty: 6005.833984
	Iteration 13Q: 3 clusters Score -2.422696e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -24230266.000000 Penalty: 6005.833984
	Iteration 14Q: 3 clusters Score -2.423027e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -24235112.000000 Penalty: 6005.833984
	Iteration 15Q: 3 clusters Score -2.423511e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 101726 members 
Entering Unmasked Estep 
Score: -24241328.000000 Penalty: 6005.833984
	Iteration 16F: 3 clusters Score -2.424133e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -24246310.000000 Penalty: 6005.833984
	Iteration 17F: 3 clusters Score -2.424631e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 105293 members 
Entering Unmasked Estep 
Score: -24248996.000000 Penalty: 6005.833984
	Iteration 18Q: 3 clusters Score -2.4249e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 106587 members 
Entering Unmasked Estep 
Score: -24250050.000000 Penalty: 6005.833984
	Iteration 19Q: 3 clusters Score -2.425005e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73545 members 
Mstep: Class 2 contains 107869 members 
Entering Unmasked Estep 
Score: -24250518.000000 Penalty: 6005.833984
	Iteration 20F: 3 clusters Score -2.425052e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 109177 members 
Entering Unmasked Estep 
Score: -24250912.000000 Penalty: 6005.833984
	Iteration 21Q: 3 clusters Score -2.425091e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 110548 members 
Entering Unmasked Estep 
Score: -24251204.000000 Penalty: 6005.833984
	Iteration 22Q: 3 clusters Score -2.42512e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 111955 members 
Entering Unmasked Estep 
Score: -24251602.000000 Penalty: 6005.833984
	Iteration 23Q: 3 clusters Score -2.42516e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 113517 members 
Entering Unmasked Estep 
Score: -24252066.000000 Penalty: 6005.833984
	Iteration 24Q: 3 clusters Score -2.425207e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -24252638.000000 Penalty: 6005.833984
	Iteration 25Q: 3 clusters Score -2.425264e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 116921 members 
Entering Unmasked Estep 
Score: -24253204.000000 Penalty: 6005.833984
	Iteration 26Q: 3 clusters Score -2.42532e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 118763 members 
Entering Unmasked Estep 
Score: -24253620.000000 Penalty: 6005.833984
	Iteration 27Q: 3 clusters Score -2.425362e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 120742 members 
Entering Unmasked Estep 
Score: -24254362.000000 Penalty: 6005.833984
	Iteration 28Q: 3 clusters Score -2.425436e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 122880 members 
Entering Unmasked Estep 
Score: -24254938.000000 Penalty: 6005.833984
	Iteration 29Q: 3 clusters Score -2.425494e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 125201 members 
Entering Unmasked Estep 
Score: -24255744.000000 Penalty: 6005.833984
	Iteration 30Q: 3 clusters Score -2.425574e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -24256402.000000 Penalty: 6005.833984
	Iteration 31Q: 3 clusters Score -2.42564e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 130098 members 
Entering Unmasked Estep 
Score: -24257160.000000 Penalty: 6005.833984
	Iteration 32Q: 3 clusters Score -2.425716e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 132753 members 
Entering Unmasked Estep 
Score: -24258082.000000 Penalty: 6005.833984
	Iteration 33Q: 3 clusters Score -2.425808e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 135610 members 
Entering Unmasked Estep 
Score: -24259066.000000 Penalty: 6005.833984
	Iteration 34Q: 3 clusters Score -2.425907e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 138577 members 
Entering Unmasked Estep 
Score: -24260026.000000 Penalty: 6005.833984
	Iteration 35Q: 3 clusters Score -2.426003e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 141644 members 
Entering Unmasked Estep 
Score: -24261126.000000 Penalty: 6005.833984
	Iteration 36Q: 3 clusters Score -2.426113e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 144756 members 
Entering Unmasked Estep 
Score: -24262240.000000 Penalty: 6005.833984
	Iteration 37Q: 3 clusters Score -2.426224e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -24263260.000000 Penalty: 6005.833984
	Iteration 38Q: 3 clusters Score -2.426326e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 151217 members 
Entering Unmasked Estep 
Score: -24264708.000000 Penalty: 6005.833984
	Iteration 39Q: 3 clusters Score -2.426471e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 154551 members 
Entering Unmasked Estep 
Score: -24266284.000000 Penalty: 6005.833984
	Iteration 40F: 3 clusters Score -2.426628e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 157944 members 
Entering Unmasked Estep 
Score: -24267732.000000 Penalty: 6005.833984
	Iteration 41Q: 3 clusters Score -2.426773e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 161266 members 
Entering Unmasked Estep 
Score: -24269040.000000 Penalty: 6005.833984
	Iteration 42Q: 3 clusters Score -2.426904e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 164518 members 
Entering Unmasked Estep 
Score: -24270422.000000 Penalty: 6005.833984
	Iteration 43Q: 3 clusters Score -2.427042e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 167597 members 
Entering Unmasked Estep 
Score: -24271804.000000 Penalty: 6005.833984
	Iteration 44Q: 3 clusters Score -2.42718e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 170394 members 
Entering Unmasked Estep 
Score: -24272936.000000 Penalty: 6005.833984
	Iteration 45Q: 3 clusters Score -2.427294e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 172725 members 
Entering Unmasked Estep 
Score: -24273926.000000 Penalty: 6005.833984
	Iteration 46Q: 3 clusters Score -2.427393e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 174616 members 
Entering Unmasked Estep 
Score: -24274616.000000 Penalty: 6005.833984
	Iteration 47Q: 3 clusters Score -2.427462e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 176096 members 
Entering Unmasked Estep 
Score: -24275182.000000 Penalty: 6005.833984
	Iteration 48Q: 3 clusters Score -2.427518e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 177236 members 
Entering Unmasked Estep 
Score: -24275638.000000 Penalty: 6005.833984
	Iteration 49Q: 3 clusters Score -2.427564e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 178078 members 
Entering Unmasked Estep 
Score: -24275894.000000 Penalty: 6005.833984
	Iteration 50Q: 3 clusters Score -2.427589e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 178710 members 
Entering Unmasked Estep 
Score: -24276104.000000 Penalty: 6005.833984
	Iteration 51Q: 3 clusters Score -2.42761e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 179168 members 
Entering Unmasked Estep 
Score: -24276216.000000 Penalty: 6005.833984
	Iteration 52Q: 3 clusters Score -2.427622e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 179486 members 
Entering Unmasked Estep 
Score: -24276310.000000 Penalty: 6005.833984
	Iteration 53Q: 3 clusters Score -2.427631e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 179729 members 
Entering Unmasked Estep 
Score: -24276450.000000 Penalty: 6005.833984
	Iteration 54Q: 3 clusters Score -2.427645e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 179915 members 
Entering Unmasked Estep 
Score: -24276480.000000 Penalty: 6005.833984
	Iteration 55Q: 3 clusters Score -2.427648e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 180039 members 
Entering Unmasked Estep 
Score: -24276488.000000 Penalty: 6005.833984
	Iteration 56Q: 3 clusters Score -2.427649e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 180134 members 
Entering Unmasked Estep 
Score: -24276526.000000 Penalty: 6005.833984
	Iteration 57Q: 3 clusters Score -2.427653e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 180209 members 
Entering Unmasked Estep 
Score: -24276520.000000 Penalty: 6005.833984
	Iteration 58Q: 3 clusters Score -2.427652e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 180276 members 
Entering Unmasked Estep 
Score: -24276540.000000 Penalty: 6005.833984
	Iteration 59Q: 3 clusters Score -2.427654e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 180335 members 
Entering Unmasked Estep 
Score: -24276532.000000 Penalty: 6005.833984
	Iteration 60F: 3 clusters Score -2.427653e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 180372 members 
Entering Unmasked Estep 
Score: -24276560.000000 Penalty: 6005.833984
	Iteration 61Q: 3 clusters Score -2.427656e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 180398 members 
Entering Unmasked Estep 
Score: -24276562.000000 Penalty: 6005.833984
	Iteration 62Q: 3 clusters Score -2.427656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 180424 members 
Entering Unmasked Estep 
Score: -24276590.000000 Penalty: 6005.833984
	Iteration 63Q: 3 clusters Score -2.427659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 180442 members 
Entering Unmasked Estep 
Score: -24276614.000000 Penalty: 6005.833984
	Iteration 64Q: 3 clusters Score -2.427661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 180457 members 
Entering Unmasked Estep 
Score: -24276614.000000 Penalty: 6005.833984
	Iteration 65Q: 3 clusters Score -2.427661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 180469 members 
Entering Unmasked Estep 
Score: -24276636.000000 Penalty: 6005.833984
	Iteration 66Q: 3 clusters Score -2.427664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 180483 members 
Entering Unmasked Estep 
Score: -24276620.000000 Penalty: 6005.833984
	Iteration 67Q: 3 clusters Score -2.427662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 180495 members 
Entering Unmasked Estep 
Score: -24276630.000000 Penalty: 6005.833984
	Iteration 68Q: 3 clusters Score -2.427663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 180499 members 
Entering Unmasked Estep 
Score: -24276652.000000 Penalty: 6005.833984
	Iteration 69Q: 3 clusters Score -2.427665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 180502 members 
Entering Unmasked Estep 
Score: -24276658.000000 Penalty: 6005.833984
	Iteration 70Q: 3 clusters Score -2.427666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 180508 members 
Entering Unmasked Estep 
Score: -24276650.000000 Penalty: 6005.833984
	Iteration 71Q: 3 clusters Score -2.427665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 180515 members 
Entering Unmasked Estep 
Score: -24276650.000000 Penalty: 6005.833984
	Iteration 72Q: 3 clusters Score -2.427665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 180520 members 
Entering Unmasked Estep 
Score: -24276656.000000 Penalty: 6005.833984
	Iteration 73Q: 3 clusters Score -2.427666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 180522 members 
Entering Unmasked Estep 
Score: -24276652.000000 Penalty: 6005.833984
	Iteration 74Q: 3 clusters Score -2.427665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 180524 members 
Entering Unmasked Estep 
Score: -24276654.000000 Penalty: 6005.833984
	Iteration 75Q: 3 clusters Score -2.427665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 180526 members 
Entering Unmasked Estep 
Score: -24276648.000000 Penalty: 6005.833984
	Iteration 76Q: 3 clusters Score -2.427665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 180530 members 
Entering Unmasked Estep 
Score: -24276642.000000 Penalty: 6005.833984
	Iteration 77Q: 3 clusters Score -2.427664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 180533 members 
Entering Unmasked Estep 
Score: -24276622.000000 Penalty: 6005.833984
	Iteration 78Q: 3 clusters Score -2.427662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 180534 members 
Entering Unmasked Estep 
Score: -24276628.000000 Penalty: 6005.833984
	Iteration 79Q: 3 clusters Score -2.427663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 180536 members 
Entering Unmasked Estep 
Score: -24276630.000000 Penalty: 6005.833984
	Iteration 80F: 3 clusters Score -2.427663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -391744.531250 Penalty: 1971.111938
	Iteration 0F: 2 clusters Score -391744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -388613.406250 Penalty: 3942.223877
	Iteration 0F: 3 clusters Score -388613.4 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -389247.562500 Penalty: 3942.223877
	Iteration 1F: 3 clusters Score -389247.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -389375.281250 Penalty: 3942.223877
	Iteration 2F: 3 clusters Score -389375.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -389442.343750 Penalty: 3942.223877
	Iteration 3Q: 3 clusters Score -389442.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -389487.343750 Penalty: 3942.223877
	Iteration 4Q: 3 clusters Score -389487.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -389516.187500 Penalty: 3942.223877
	Iteration 5Q: 3 clusters Score -389516.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -389535.531250 Penalty: 3942.223877
	Iteration 6Q: 3 clusters Score -389535.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -389559.000000 Penalty: 3942.223877
	Iteration 7Q: 3 clusters Score -389559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -389576.875000 Penalty: 3942.223877
	Iteration 8Q: 3 clusters Score -389576.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -389594.437500 Penalty: 3942.223877
	Iteration 9Q: 3 clusters Score -389594.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -389612.437500 Penalty: 3942.223877
	Iteration 10Q: 3 clusters Score -389612.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -389631.937500 Penalty: 3942.223877
	Iteration 11Q: 3 clusters Score -389631.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -389647.218750 Penalty: 3942.223877
	Iteration 12Q: 3 clusters Score -389647.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -389656.468750 Penalty: 3942.223877
	Iteration 13Q: 3 clusters Score -389656.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -389665.156250 Penalty: 3942.223877
	Iteration 14Q: 3 clusters Score -389665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -389673.125000 Penalty: 3942.223877
	Iteration 15Q: 3 clusters Score -389673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -389677.718750 Penalty: 3942.223877
	Iteration 16Q: 3 clusters Score -389677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -389681.875000 Penalty: 3942.223877
	Iteration 17Q: 3 clusters Score -389681.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -389684.187500 Penalty: 3942.223877
	Iteration 18Q: 3 clusters Score -389684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -389685.125000 Penalty: 3942.223877
	Iteration 19Q: 3 clusters Score -389685.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -389686.406250 Penalty: 3942.223877
	Iteration 20F: 3 clusters Score -389686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -389690.062500 Penalty: 3942.223877
	Iteration 21Q: 3 clusters Score -389690.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -389691.312500 Penalty: 3942.223877
	Iteration 22Q: 3 clusters Score -389691.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -389693.406250 Penalty: 3942.223877
	Iteration 23Q: 3 clusters Score -389693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -389694.875000 Penalty: 3942.223877
	Iteration 24Q: 3 clusters Score -389694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -389695.750000 Penalty: 3942.223877
	Iteration 25Q: 3 clusters Score -389695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -389695.593750 Penalty: 3942.223877
	Iteration 26Q: 3 clusters Score -389695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -389695.593750 Penalty: 3942.223877
	Iteration 27F: 3 clusters Score -389695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -36538.890625 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -36538.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35297.617188 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -35297.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35551.242188 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -35551.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35644.929688 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -35644.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35683.906250 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -35683.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35708.433594 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -35708.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35719.050781 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -35719.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35727.601562 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -35727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35743.500000 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -35743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35783.648438 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -35783.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35824.992188 Penalty: 2888.230713
	Iteration 9Q: 3 clusters Score -35824.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35877.609375 Penalty: 2888.230713
	Iteration 10Q: 3 clusters Score -35877.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35907.843750 Penalty: 2888.230713
	Iteration 11Q: 3 clusters Score -35907.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35914.003906 Penalty: 2888.230713
	Iteration 12Q: 3 clusters Score -35914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35918.195312 Penalty: 2888.230713
	Iteration 13Q: 3 clusters Score -35918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35918.195312 Penalty: 2888.230713
	Iteration 14F: 3 clusters Score -35918.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177017 members 
Entering Unmasked Estep 
Score: -23868426.000000 Penalty: 2996.832275
	Iteration 0F: 2 clusters Score -2.386843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -23755510.000000 Penalty: 5993.664551
	Iteration 0F: 3 clusters Score -2.375551e+07 nChanged 84906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -23804134.000000 Penalty: 5993.664551
	Iteration 1F: 3 clusters Score -2.380413e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88138 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -23804720.000000 Penalty: 5993.664551
	Iteration 2Q: 3 clusters Score -2.380472e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -23805714.000000 Penalty: 5993.664551
	Iteration 3Q: 3 clusters Score -2.380571e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -23807112.000000 Penalty: 5993.664551
	Iteration 4Q: 3 clusters Score -2.380711e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -23809076.000000 Penalty: 5993.664551
	Iteration 5Q: 3 clusters Score -2.380908e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 93255 members 
Entering Unmasked Estep 
Score: -23811912.000000 Penalty: 5993.664551
	Iteration 6Q: 3 clusters Score -2.381191e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -23816858.000000 Penalty: 5993.664551
	Iteration 7F: 3 clusters Score -2.381686e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -23823426.000000 Penalty: 5993.664551
	Iteration 8F: 3 clusters Score -2.382343e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 104166 members 
Entering Unmasked Estep 
Score: -23830878.000000 Penalty: 5993.664551
	Iteration 9F: 3 clusters Score -2.383088e+07 nChanged 11763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -23837710.000000 Penalty: 5993.664551
	Iteration 10F: 3 clusters Score -2.383771e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 113028 members 
Entering Unmasked Estep 
Score: -23843388.000000 Penalty: 5993.664551
	Iteration 11F: 3 clusters Score -2.384339e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 116601 members 
Entering Unmasked Estep 
Score: -23848190.000000 Penalty: 5993.664551
	Iteration 12Q: 3 clusters Score -2.384819e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 119641 members 
Entering Unmasked Estep 
Score: -23851456.000000 Penalty: 5993.664551
	Iteration 13Q: 3 clusters Score -2.385146e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 122289 members 
Entering Unmasked Estep 
Score: -23853404.000000 Penalty: 5993.664551
	Iteration 14Q: 3 clusters Score -2.38534e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 124605 members 
Entering Unmasked Estep 
Score: -23854732.000000 Penalty: 5993.664551
	Iteration 15Q: 3 clusters Score -2.385473e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 126825 members 
Entering Unmasked Estep 
Score: -23855668.000000 Penalty: 5993.664551
	Iteration 16Q: 3 clusters Score -2.385567e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 128986 members 
Entering Unmasked Estep 
Score: -23856498.000000 Penalty: 5993.664551
	Iteration 17Q: 3 clusters Score -2.38565e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 131066 members 
Entering Unmasked Estep 
Score: -23857328.000000 Penalty: 5993.664551
	Iteration 18Q: 3 clusters Score -2.385733e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 133154 members 
Entering Unmasked Estep 
Score: -23858128.000000 Penalty: 5993.664551
	Iteration 19Q: 3 clusters Score -2.385813e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 135218 members 
Entering Unmasked Estep 
Score: -23858696.000000 Penalty: 5993.664551
	Iteration 20F: 3 clusters Score -2.38587e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 137188 members 
Entering Unmasked Estep 
Score: -23859324.000000 Penalty: 5993.664551
	Iteration 21Q: 3 clusters Score -2.385932e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 139123 members 
Entering Unmasked Estep 
Score: -23859936.000000 Penalty: 5993.664551
	Iteration 22Q: 3 clusters Score -2.385994e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -23860484.000000 Penalty: 5993.664551
	Iteration 23Q: 3 clusters Score -2.386048e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -23860986.000000 Penalty: 5993.664551
	Iteration 24Q: 3 clusters Score -2.386099e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 144593 members 
Entering Unmasked Estep 
Score: -23861596.000000 Penalty: 5993.664551
	Iteration 25Q: 3 clusters Score -2.38616e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 146342 members 
Entering Unmasked Estep 
Score: -23862094.000000 Penalty: 5993.664551
	Iteration 26Q: 3 clusters Score -2.386209e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 148118 members 
Entering Unmasked Estep 
Score: -23862572.000000 Penalty: 5993.664551
	Iteration 27Q: 3 clusters Score -2.386257e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 149838 members 
Entering Unmasked Estep 
Score: -23863018.000000 Penalty: 5993.664551
	Iteration 28Q: 3 clusters Score -2.386302e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 151496 members 
Entering Unmasked Estep 
Score: -23863456.000000 Penalty: 5993.664551
	Iteration 29Q: 3 clusters Score -2.386346e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 153133 members 
Entering Unmasked Estep 
Score: -23863938.000000 Penalty: 5993.664551
	Iteration 30Q: 3 clusters Score -2.386394e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 154755 members 
Entering Unmasked Estep 
Score: -23864506.000000 Penalty: 5993.664551
	Iteration 31Q: 3 clusters Score -2.386451e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 156372 members 
Entering Unmasked Estep 
Score: -23865110.000000 Penalty: 5993.664551
	Iteration 32Q: 3 clusters Score -2.386511e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 158081 members 
Entering Unmasked Estep 
Score: -23865668.000000 Penalty: 5993.664551
	Iteration 33Q: 3 clusters Score -2.386567e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 159868 members 
Entering Unmasked Estep 
Score: -23866090.000000 Penalty: 5993.664551
	Iteration 34Q: 3 clusters Score -2.386609e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 161641 members 
Entering Unmasked Estep 
Score: -23866470.000000 Penalty: 5993.664551
	Iteration 35Q: 3 clusters Score -2.386647e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 163441 members 
Entering Unmasked Estep 
Score: -23866962.000000 Penalty: 5993.664551
	Iteration 36Q: 3 clusters Score -2.386696e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -23867246.000000 Penalty: 5993.664551
	Iteration 37Q: 3 clusters Score -2.386725e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 166786 members 
Entering Unmasked Estep 
Score: -23867398.000000 Penalty: 5993.664551
	Iteration 38Q: 3 clusters Score -2.38674e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 168215 members 
Entering Unmasked Estep 
Score: -23867526.000000 Penalty: 5993.664551
	Iteration 39Q: 3 clusters Score -2.386753e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 169510 members 
Entering Unmasked Estep 
Score: -23867612.000000 Penalty: 5993.664551
	Iteration 40F: 3 clusters Score -2.386761e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 170625 members 
Entering Unmasked Estep 
Score: -23867424.000000 Penalty: 5993.664551
	Iteration 41Q: 3 clusters Score -2.386742e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -23867384.000000 Penalty: 5993.664551
	Iteration 42Q: 3 clusters Score -2.386738e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 172368 members 
Entering Unmasked Estep 
Score: -23867308.000000 Penalty: 5993.664551
	Iteration 43Q: 3 clusters Score -2.386731e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 173075 members 
Entering Unmasked Estep 
Score: -23867206.000000 Penalty: 5993.664551
	Iteration 44Q: 3 clusters Score -2.386721e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 173616 members 
Entering Unmasked Estep 
Score: -23867092.000000 Penalty: 5993.664551
	Iteration 45Q: 3 clusters Score -2.386709e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 174005 members 
Entering Unmasked Estep 
Score: -23866984.000000 Penalty: 5993.664551
	Iteration 46Q: 3 clusters Score -2.386698e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 174314 members 
Entering Unmasked Estep 
Score: -23866982.000000 Penalty: 5993.664551
	Iteration 47Q: 3 clusters Score -2.386698e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 174559 members 
Entering Unmasked Estep 
Score: -23866952.000000 Penalty: 5993.664551
	Iteration 48Q: 3 clusters Score -2.386695e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 174750 members 
Entering Unmasked Estep 
Score: -23866890.000000 Penalty: 5993.664551
	Iteration 49Q: 3 clusters Score -2.386689e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 174914 members 
Entering Unmasked Estep 
Score: -23866828.000000 Penalty: 5993.664551
	Iteration 50Q: 3 clusters Score -2.386683e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 175031 members 
Entering Unmasked Estep 
Score: -23866854.000000 Penalty: 5993.664551
	Iteration 51Q: 3 clusters Score -2.386685e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 175133 members 
Entering Unmasked Estep 
Score: -23866790.000000 Penalty: 5993.664551
	Iteration 52Q: 3 clusters Score -2.386679e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 175207 members 
Entering Unmasked Estep 
Score: -23866792.000000 Penalty: 5993.664551
	Iteration 53Q: 3 clusters Score -2.386679e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 175261 members 
Entering Unmasked Estep 
Score: -23866792.000000 Penalty: 5993.664551
	Iteration 54Q: 3 clusters Score -2.386679e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 175300 members 
Entering Unmasked Estep 
Score: -23866808.000000 Penalty: 5993.664551
	Iteration 55Q: 3 clusters Score -2.386681e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 175339 members 
Entering Unmasked Estep 
Score: -23866804.000000 Penalty: 5993.664551
	Iteration 56Q: 3 clusters Score -2.38668e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 175371 members 
Entering Unmasked Estep 
Score: -23866786.000000 Penalty: 5993.664551
	Iteration 57Q: 3 clusters Score -2.386679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 175404 members 
Entering Unmasked Estep 
Score: -23866794.000000 Penalty: 5993.664551
	Iteration 58Q: 3 clusters Score -2.386679e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 175428 members 
Entering Unmasked Estep 
Score: -23866768.000000 Penalty: 5993.664551
	Iteration 59Q: 3 clusters Score -2.386677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 175444 members 
Entering Unmasked Estep 
Score: -23866774.000000 Penalty: 5993.664551
	Iteration 60F: 3 clusters Score -2.386677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 175456 members 
Entering Unmasked Estep 
Score: -23866784.000000 Penalty: 5993.664551
	Iteration 61Q: 3 clusters Score -2.386678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -23866776.000000 Penalty: 5993.664551
	Iteration 62Q: 3 clusters Score -2.386678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 175476 members 
Entering Unmasked Estep 
Score: -23866754.000000 Penalty: 5993.664551
	Iteration 63Q: 3 clusters Score -2.386675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 175487 members 
Entering Unmasked Estep 
Score: -23866744.000000 Penalty: 5993.664551
	Iteration 64Q: 3 clusters Score -2.386674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 175498 members 
Entering Unmasked Estep 
Score: -23866722.000000 Penalty: 5993.664551
	Iteration 65Q: 3 clusters Score -2.386672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 175504 members 
Entering Unmasked Estep 
Score: -23866726.000000 Penalty: 5993.664551
	Iteration 66Q: 3 clusters Score -2.386673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 175510 members 
Entering Unmasked Estep 
Score: -23866710.000000 Penalty: 5993.664551
	Iteration 67Q: 3 clusters Score -2.386671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 175518 members 
Entering Unmasked Estep 
Score: -23866716.000000 Penalty: 5993.664551
	Iteration 68Q: 3 clusters Score -2.386672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 175525 members 
Entering Unmasked Estep 
Score: -23866700.000000 Penalty: 5993.664551
	Iteration 69Q: 3 clusters Score -2.38667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 175531 members 
Entering Unmasked Estep 
Score: -23866700.000000 Penalty: 5993.664551
	Iteration 70Q: 3 clusters Score -2.38667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 175537 members 
Entering Unmasked Estep 
Score: -23866700.000000 Penalty: 5993.664551
	Iteration 71Q: 3 clusters Score -2.38667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 175547 members 
Entering Unmasked Estep 
Score: -23866690.000000 Penalty: 5993.664551
	Iteration 72Q: 3 clusters Score -2.386669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 175554 members 
Entering Unmasked Estep 
Score: -23866690.000000 Penalty: 5993.664551
	Iteration 73Q: 3 clusters Score -2.386669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -23866694.000000 Penalty: 5993.664551
	Iteration 74Q: 3 clusters Score -2.386669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -23866678.000000 Penalty: 5993.664551
	Iteration 75Q: 3 clusters Score -2.386668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 175581 members 
Entering Unmasked Estep 
Score: -23866696.000000 Penalty: 5993.664551
	Iteration 76Q: 3 clusters Score -2.38667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 175588 members 
Entering Unmasked Estep 
Score: -23866694.000000 Penalty: 5993.664551
	Iteration 77Q: 3 clusters Score -2.386669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -23866682.000000 Penalty: 5993.664551
	Iteration 78Q: 3 clusters Score -2.386668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 175599 members 
Entering Unmasked Estep 
Score: -23866668.000000 Penalty: 5993.664551
	Iteration 79Q: 3 clusters Score -2.386667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 175607 members 
Entering Unmasked Estep 
Score: -23866676.000000 Penalty: 5993.664551
	Iteration 80F: 3 clusters Score -2.386668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 175613 members 
Entering Unmasked Estep 
Score: -23866664.000000 Penalty: 5993.664551
	Iteration 81Q: 3 clusters Score -2.386666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 175620 members 
Entering Unmasked Estep 
Score: -23866634.000000 Penalty: 5993.664551
	Iteration 82Q: 3 clusters Score -2.386663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -23866634.000000 Penalty: 5993.664551
	Iteration 83Q: 3 clusters Score -2.386663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 175626 members 
Entering Unmasked Estep 
Score: -23866630.000000 Penalty: 5993.664551
	Iteration 84Q: 3 clusters Score -2.386663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 175629 members 
Entering Unmasked Estep 
Score: -23866648.000000 Penalty: 5993.664551
	Iteration 85Q: 3 clusters Score -2.386665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -23866640.000000 Penalty: 5993.664551
	Iteration 86Q: 3 clusters Score -2.386664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 175633 members 
Entering Unmasked Estep 
Score: -23866648.000000 Penalty: 5993.664551
	Iteration 87Q: 3 clusters Score -2.386665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -23866650.000000 Penalty: 5993.664551
	Iteration 88Q: 3 clusters Score -2.386665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -23866650.000000 Penalty: 5993.664551
	Iteration 89F: 3 clusters Score -2.386665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (183069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183069 members 
Entering Unmasked Estep 
Score: -24567288.000000 Penalty: 3005.169434
	Iteration 0F: 2 clusters Score -2.456729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -24447112.000000 Penalty: 6010.338867
	Iteration 0F: 3 clusters Score -2.444711e+07 nChanged 87740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93704 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -24499374.000000 Penalty: 6010.338867
	Iteration 1F: 3 clusters Score -2.449937e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 88219 members 
Entering Unmasked Estep 
Score: -24501140.000000 Penalty: 6010.338867
	Iteration 2Q: 3 clusters Score -2.450114e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -24504396.000000 Penalty: 6010.338867
	Iteration 3Q: 3 clusters Score -2.45044e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -24509034.000000 Penalty: 6010.338867
	Iteration 4F: 3 clusters Score -2.450903e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -24516352.000000 Penalty: 6010.338867
	Iteration 5F: 3 clusters Score -2.451635e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109152 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -24526790.000000 Penalty: 6010.338867
	Iteration 6F: 3 clusters Score -2.452679e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114247 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -24537820.000000 Penalty: 6010.338867
	Iteration 7F: 3 clusters Score -2.453782e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -24544882.000000 Penalty: 6010.338867
	Iteration 8F: 3 clusters Score -2.454488e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121163 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -24547820.000000 Penalty: 6010.338867
	Iteration 9Q: 3 clusters Score -2.454782e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123905 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -24549324.000000 Penalty: 6010.338867
	Iteration 10Q: 3 clusters Score -2.454932e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126519 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -24550630.000000 Penalty: 6010.338867
	Iteration 11Q: 3 clusters Score -2.455063e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128982 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -24551628.000000 Penalty: 6010.338867
	Iteration 12Q: 3 clusters Score -2.455163e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131388 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -24552658.000000 Penalty: 6010.338867
	Iteration 13Q: 3 clusters Score -2.455266e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133788 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -24553558.000000 Penalty: 6010.338867
	Iteration 14Q: 3 clusters Score -2.455356e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136201 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -24554250.000000 Penalty: 6010.338867
	Iteration 15Q: 3 clusters Score -2.455425e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138458 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -24554922.000000 Penalty: 6010.338867
	Iteration 16Q: 3 clusters Score -2.455492e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140726 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -24555674.000000 Penalty: 6010.338867
	Iteration 17Q: 3 clusters Score -2.455567e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142970 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -24556444.000000 Penalty: 6010.338867
	Iteration 18Q: 3 clusters Score -2.455644e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145300 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -24557190.000000 Penalty: 6010.338867
	Iteration 19Q: 3 clusters Score -2.455719e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -24557826.000000 Penalty: 6010.338867
	Iteration 20F: 3 clusters Score -2.455783e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150399 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -24558442.000000 Penalty: 6010.338867
	Iteration 21Q: 3 clusters Score -2.455844e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153049 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -24559220.000000 Penalty: 6010.338867
	Iteration 22Q: 3 clusters Score -2.455922e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -24559796.000000 Penalty: 6010.338867
	Iteration 23Q: 3 clusters Score -2.45598e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158327 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -24560614.000000 Penalty: 6010.338867
	Iteration 24Q: 3 clusters Score -2.456061e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160884 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -24561284.000000 Penalty: 6010.338867
	Iteration 25Q: 3 clusters Score -2.456128e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163300 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -24561796.000000 Penalty: 6010.338867
	Iteration 26Q: 3 clusters Score -2.45618e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165550 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -24562124.000000 Penalty: 6010.338867
	Iteration 27Q: 3 clusters Score -2.456212e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167643 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -24562610.000000 Penalty: 6010.338867
	Iteration 28Q: 3 clusters Score -2.456261e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169536 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -24563046.000000 Penalty: 6010.338867
	Iteration 29Q: 3 clusters Score -2.456305e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171287 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -24563466.000000 Penalty: 6010.338867
	Iteration 30Q: 3 clusters Score -2.456347e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172844 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -24563702.000000 Penalty: 6010.338867
	Iteration 31Q: 3 clusters Score -2.45637e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174273 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -24563860.000000 Penalty: 6010.338867
	Iteration 32Q: 3 clusters Score -2.456386e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175539 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -24564072.000000 Penalty: 6010.338867
	Iteration 33Q: 3 clusters Score -2.456407e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176627 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -24564292.000000 Penalty: 6010.338867
	Iteration 34Q: 3 clusters Score -2.456429e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177550 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -24564496.000000 Penalty: 6010.338867
	Iteration 35Q: 3 clusters Score -2.45645e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178356 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -24564660.000000 Penalty: 6010.338867
	Iteration 36Q: 3 clusters Score -2.456466e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178988 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -24564770.000000 Penalty: 6010.338867
	Iteration 37Q: 3 clusters Score -2.456477e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179480 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -24564822.000000 Penalty: 6010.338867
	Iteration 38Q: 3 clusters Score -2.456482e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179866 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -24564816.000000 Penalty: 6010.338867
	Iteration 39Q: 3 clusters Score -2.456482e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180174 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -24564842.000000 Penalty: 6010.338867
	Iteration 40F: 3 clusters Score -2.456484e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180450 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -24564814.000000 Penalty: 6010.338867
	Iteration 41Q: 3 clusters Score -2.456481e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180677 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -24564888.000000 Penalty: 6010.338867
	Iteration 42Q: 3 clusters Score -2.456489e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180885 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -24564928.000000 Penalty: 6010.338867
	Iteration 43Q: 3 clusters Score -2.456493e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181051 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -24564914.000000 Penalty: 6010.338867
	Iteration 44Q: 3 clusters Score -2.456491e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181181 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -24564922.000000 Penalty: 6010.338867
	Iteration 45Q: 3 clusters Score -2.456492e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181286 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -24564878.000000 Penalty: 6010.338867
	Iteration 46Q: 3 clusters Score -2.456488e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181369 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -24564896.000000 Penalty: 6010.338867
	Iteration 47Q: 3 clusters Score -2.45649e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181441 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -24564936.000000 Penalty: 6010.338867
	Iteration 48Q: 3 clusters Score -2.456494e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181513 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -24564930.000000 Penalty: 6010.338867
	Iteration 49Q: 3 clusters Score -2.456493e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181588 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -24564912.000000 Penalty: 6010.338867
	Iteration 50Q: 3 clusters Score -2.456491e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181658 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -24564946.000000 Penalty: 6010.338867
	Iteration 51Q: 3 clusters Score -2.456495e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181713 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -24564960.000000 Penalty: 6010.338867
	Iteration 52Q: 3 clusters Score -2.456496e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181756 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -24564964.000000 Penalty: 6010.338867
	Iteration 53Q: 3 clusters Score -2.456496e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181801 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -24564970.000000 Penalty: 6010.338867
	Iteration 54Q: 3 clusters Score -2.456497e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181835 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -24564966.000000 Penalty: 6010.338867
	Iteration 55Q: 3 clusters Score -2.456497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181865 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -24564966.000000 Penalty: 6010.338867
	Iteration 56Q: 3 clusters Score -2.456497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181887 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -24564956.000000 Penalty: 6010.338867
	Iteration 57Q: 3 clusters Score -2.456496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181905 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -24564954.000000 Penalty: 6010.338867
	Iteration 58Q: 3 clusters Score -2.456495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181920 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -24564974.000000 Penalty: 6010.338867
	Iteration 59Q: 3 clusters Score -2.456497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181935 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -24564972.000000 Penalty: 6010.338867
	Iteration 60F: 3 clusters Score -2.456497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181944 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -24564984.000000 Penalty: 6010.338867
	Iteration 61Q: 3 clusters Score -2.456498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181951 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -24564996.000000 Penalty: 6010.338867
	Iteration 62Q: 3 clusters Score -2.4565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181953 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -24564992.000000 Penalty: 6010.338867
	Iteration 63Q: 3 clusters Score -2.456499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181954 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -24565002.000000 Penalty: 6010.338867
	Iteration 64Q: 3 clusters Score -2.4565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181955 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -24564986.000000 Penalty: 6010.338867
	Iteration 65Q: 3 clusters Score -2.456499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181956 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -24564996.000000 Penalty: 6010.338867
	Iteration 66Q: 3 clusters Score -2.4565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181957 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -24565000.000000 Penalty: 6010.338867
	Iteration 67Q: 3 clusters Score -2.4565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181957 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -24565000.000000 Penalty: 6010.338867
	Iteration 68F: 3 clusters Score -2.4565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -166271.750000 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -166271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -164164.921875 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -164164.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -164504.531250 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -164504.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -164604.828125 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -164604.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -164648.671875 Penalty: 3544.408447
	Iteration 3Q: 3 clusters Score -164648.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -164668.875000 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -164668.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -164681.078125 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -164681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -164688.812500 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -164688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -164693.453125 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -164693.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -164697.625000 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -164697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -164700.062500 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -164700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -164701.718750 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -164701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -164704.703125 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -164704.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -164704.750000 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -164704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -164705.156250 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -164705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -164706.593750 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -164706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -164707.531250 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -164707.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -164707.531250 Penalty: 3544.408447
	Iteration 16F: 3 clusters Score -164707.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Entering Unmasked Estep 
Score: -3715870.000000 Penalty: 2533.430908
	Iteration 0F: 2 clusters Score -3715870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3696839.250000 Penalty: 5066.861816
	Iteration 0F: 3 clusters Score -3696839 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3703942.500000 Penalty: 5066.861816
	Iteration 1F: 3 clusters Score -3703942 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3704871.250000 Penalty: 5066.861816
	Iteration 2F: 3 clusters Score -3704871 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3705880.250000 Penalty: 5066.861816
	Iteration 3F: 3 clusters Score -3705880 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3707008.000000 Penalty: 5066.861816
	Iteration 4F: 3 clusters Score -3707008 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3708357.750000 Penalty: 5066.861816
	Iteration 5F: 3 clusters Score -3708358 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3709870.500000 Penalty: 5066.861816
	Iteration 6F: 3 clusters Score -3709870 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -3711426.750000 Penalty: 5066.861816
	Iteration 7F: 3 clusters Score -3711427 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3712718.000000 Penalty: 5066.861816
	Iteration 8F: 3 clusters Score -3712718 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3713622.000000 Penalty: 5066.861816
	Iteration 9Q: 3 clusters Score -3713622 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3714182.000000 Penalty: 5066.861816
	Iteration 10Q: 3 clusters Score -3714182 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3714511.000000 Penalty: 5066.861816
	Iteration 11Q: 3 clusters Score -3714511 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3714694.250000 Penalty: 5066.861816
	Iteration 12Q: 3 clusters Score -3714694 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3714835.250000 Penalty: 5066.861816
	Iteration 13Q: 3 clusters Score -3714835 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3714913.250000 Penalty: 5066.861816
	Iteration 14Q: 3 clusters Score -3714913 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3714961.500000 Penalty: 5066.861816
	Iteration 15Q: 3 clusters Score -3714962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3714995.250000 Penalty: 5066.861816
	Iteration 16Q: 3 clusters Score -3714995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3715028.500000 Penalty: 5066.861816
	Iteration 17Q: 3 clusters Score -3715028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3715058.000000 Penalty: 5066.861816
	Iteration 18Q: 3 clusters Score -3715058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3715076.500000 Penalty: 5066.861816
	Iteration 19Q: 3 clusters Score -3715076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3715078.250000 Penalty: 5066.861816
	Iteration 20F: 3 clusters Score -3715078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3715082.250000 Penalty: 5066.861816
	Iteration 21Q: 3 clusters Score -3715082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3715081.000000 Penalty: 5066.861816
	Iteration 22Q: 3 clusters Score -3715081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3715084.250000 Penalty: 5066.861816
	Iteration 23Q: 3 clusters Score -3715084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3715089.250000 Penalty: 5066.861816
	Iteration 24Q: 3 clusters Score -3715089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3715093.000000 Penalty: 5066.861816
	Iteration 25Q: 3 clusters Score -3715093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3715090.000000 Penalty: 5066.861816
	Iteration 26Q: 3 clusters Score -3715090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -3715091.500000 Penalty: 5066.861816
	Iteration 27Q: 3 clusters Score -3715092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3715086.750000 Penalty: 5066.861816
	Iteration 28Q: 3 clusters Score -3715087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3715091.500000 Penalty: 5066.861816
	Iteration 29Q: 3 clusters Score -3715092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3715090.500000 Penalty: 5066.861816
	Iteration 30Q: 3 clusters Score -3715090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3715095.750000 Penalty: 5066.861816
	Iteration 31Q: 3 clusters Score -3715096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3715095.750000 Penalty: 5066.861816
	Iteration 32F: 3 clusters Score -3715096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -159997.781250 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -159997.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157809.328125 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -157809.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158196.515625 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -158196.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -158331.484375 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -158331.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158429.578125 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -158429.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -158505.296875 Penalty: 3559.801270
	Iteration 4Q: 3 clusters Score -158505.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -158568.484375 Penalty: 3559.801270
	Iteration 5Q: 3 clusters Score -158568.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -158619.156250 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -158619.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -158667.250000 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -158667.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -158718.375000 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -158718.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -158768.515625 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -158768.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -158799.515625 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -158799.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -158827.359375 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -158827.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -158859.968750 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -158860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -158889.406250 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -158889.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -158925.484375 Penalty: 3559.801270
	Iteration 14Q: 3 clusters Score -158925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -158933.625000 Penalty: 3559.801270
	Iteration 15Q: 3 clusters Score -158933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -158943.656250 Penalty: 3559.801270
	Iteration 16Q: 3 clusters Score -158943.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -158955.562500 Penalty: 3559.801270
	Iteration 17Q: 3 clusters Score -158955.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -158974.687500 Penalty: 3559.801270
	Iteration 18Q: 3 clusters Score -158974.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -158994.593750 Penalty: 3559.801270
	Iteration 19Q: 3 clusters Score -158994.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159004.015625 Penalty: 3559.801270
	Iteration 20F: 3 clusters Score -159004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159007.343750 Penalty: 3559.801270
	Iteration 21Q: 3 clusters Score -159007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -159010.796875 Penalty: 3559.801270
	Iteration 22Q: 3 clusters Score -159010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159014.593750 Penalty: 3559.801270
	Iteration 23Q: 3 clusters Score -159014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159017.765625 Penalty: 3559.801270
	Iteration 24Q: 3 clusters Score -159017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159029.171875 Penalty: 3559.801270
	Iteration 25Q: 3 clusters Score -159029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -159052.640625 Penalty: 3559.801270
	Iteration 26Q: 3 clusters Score -159052.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -159080.734375 Penalty: 3559.801270
	Iteration 27Q: 3 clusters Score -159080.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -159105.343750 Penalty: 3559.801270
	Iteration 28Q: 3 clusters Score -159105.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -159126.390625 Penalty: 3559.801270
	Iteration 29Q: 3 clusters Score -159126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -159138.640625 Penalty: 3559.801270
	Iteration 30Q: 3 clusters Score -159138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -159145.250000 Penalty: 3559.801270
	Iteration 31Q: 3 clusters Score -159145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159145.843750 Penalty: 3559.801270
	Iteration 32Q: 3 clusters Score -159145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -159146.312500 Penalty: 3559.801270
	Iteration 33Q: 3 clusters Score -159146.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -159146.312500 Penalty: 3559.801270
	Iteration 34F: 3 clusters Score -159146.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Entering Unmasked Estep 
Score: -6297197.500000 Penalty: 2674.376953
	Iteration 0F: 2 clusters Score -6297198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -6264634.500000 Penalty: 5348.753906
	Iteration 0F: 3 clusters Score -6264634 nChanged 22340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -6277050.000000 Penalty: 5348.753906
	Iteration 1F: 3 clusters Score -6277050 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -6277668.500000 Penalty: 5348.753906
	Iteration 2Q: 3 clusters Score -6277668 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -6278293.500000 Penalty: 5348.753906
	Iteration 3Q: 3 clusters Score -6278294 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -6279157.500000 Penalty: 5348.753906
	Iteration 4Q: 3 clusters Score -6279158 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -6280250.500000 Penalty: 5348.753906
	Iteration 5Q: 3 clusters Score -6280250 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -6281797.500000 Penalty: 5348.753906
	Iteration 6F: 3 clusters Score -6281798 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -6283721.500000 Penalty: 5348.753906
	Iteration 7F: 3 clusters Score -6283722 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -6285916.000000 Penalty: 5348.753906
	Iteration 8F: 3 clusters Score -6285916 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -6288161.000000 Penalty: 5348.753906
	Iteration 9F: 3 clusters Score -6288161 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -6290371.000000 Penalty: 5348.753906
	Iteration 10F: 3 clusters Score -6290371 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -6292477.500000 Penalty: 5348.753906
	Iteration 11Q: 3 clusters Score -6292478 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6293836.000000 Penalty: 5348.753906
	Iteration 12Q: 3 clusters Score -6293836 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6294423.500000 Penalty: 5348.753906
	Iteration 13Q: 3 clusters Score -6294424 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6294660.000000 Penalty: 5348.753906
	Iteration 14Q: 3 clusters Score -6294660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6294750.000000 Penalty: 5348.753906
	Iteration 15Q: 3 clusters Score -6294750 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6294790.500000 Penalty: 5348.753906
	Iteration 16Q: 3 clusters Score -6294790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6294831.500000 Penalty: 5348.753906
	Iteration 17Q: 3 clusters Score -6294832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6294869.500000 Penalty: 5348.753906
	Iteration 18Q: 3 clusters Score -6294870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6294889.000000 Penalty: 5348.753906
	Iteration 19Q: 3 clusters Score -6294889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6294896.000000 Penalty: 5348.753906
	Iteration 20F: 3 clusters Score -6294896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6294912.500000 Penalty: 5348.753906
	Iteration 21Q: 3 clusters Score -6294912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6294930.000000 Penalty: 5348.753906
	Iteration 22Q: 3 clusters Score -6294930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6294924.500000 Penalty: 5348.753906
	Iteration 23Q: 3 clusters Score -6294924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6294928.500000 Penalty: 5348.753906
	Iteration 24Q: 3 clusters Score -6294928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6294933.500000 Penalty: 5348.753906
	Iteration 25Q: 3 clusters Score -6294934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6294946.500000 Penalty: 5348.753906
	Iteration 26Q: 3 clusters Score -6294946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6294951.000000 Penalty: 5348.753906
	Iteration 27Q: 3 clusters Score -6294951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6294951.000000 Penalty: 5348.753906
	Iteration 28F: 3 clusters Score -6294951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Entering Unmasked Estep 
Score: -4528989.500000 Penalty: 2582.263184
	Iteration 0F: 2 clusters Score -4528990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4506371.500000 Penalty: 5164.526367
	Iteration 0F: 3 clusters Score -4506372 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4514875.000000 Penalty: 5164.526367
	Iteration 1F: 3 clusters Score -4514875 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -4516103.500000 Penalty: 5164.526367
	Iteration 2F: 3 clusters Score -4516104 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -4517742.500000 Penalty: 5164.526367
	Iteration 3F: 3 clusters Score -4517742 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4519561.500000 Penalty: 5164.526367
	Iteration 4F: 3 clusters Score -4519562 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4521480.500000 Penalty: 5164.526367
	Iteration 5F: 3 clusters Score -4521480 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -4523264.000000 Penalty: 5164.526367
	Iteration 6F: 3 clusters Score -4523264 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -4524812.500000 Penalty: 5164.526367
	Iteration 7F: 3 clusters Score -4524812 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -4526037.500000 Penalty: 5164.526367
	Iteration 8F: 3 clusters Score -4526038 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4527077.500000 Penalty: 5164.526367
	Iteration 9Q: 3 clusters Score -4527078 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -4527804.000000 Penalty: 5164.526367
	Iteration 10Q: 3 clusters Score -4527804 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -4528297.000000 Penalty: 5164.526367
	Iteration 11Q: 3 clusters Score -4528297 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4528656.000000 Penalty: 5164.526367
	Iteration 12Q: 3 clusters Score -4528656 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4528919.500000 Penalty: 5164.526367
	Iteration 13Q: 3 clusters Score -4528920 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4529048.500000 Penalty: 5164.526367
	Iteration 14Q: 3 clusters Score -4529048 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4529173.000000 Penalty: 5164.526367
	Iteration 15Q: 3 clusters Score -4529173 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4529230.500000 Penalty: 5164.526367
	Iteration 16Q: 3 clusters Score -4529230 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4529261.000000 Penalty: 5164.526367
	Iteration 17Q: 3 clusters Score -4529261 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4529281.500000 Penalty: 5164.526367
	Iteration 18Q: 3 clusters Score -4529282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4529303.500000 Penalty: 5164.526367
	Iteration 19Q: 3 clusters Score -4529304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4529321.000000 Penalty: 5164.526367
	Iteration 20F: 3 clusters Score -4529321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4529331.500000 Penalty: 5164.526367
	Iteration 21Q: 3 clusters Score -4529332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4529350.000000 Penalty: 5164.526367
	Iteration 22Q: 3 clusters Score -4529350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4529359.000000 Penalty: 5164.526367
	Iteration 23Q: 3 clusters Score -4529359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4529354.500000 Penalty: 5164.526367
	Iteration 24Q: 3 clusters Score -4529354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4529353.500000 Penalty: 5164.526367
	Iteration 25Q: 3 clusters Score -4529354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4529368.500000 Penalty: 5164.526367
	Iteration 26Q: 3 clusters Score -4529368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4529372.500000 Penalty: 5164.526367
	Iteration 27Q: 3 clusters Score -4529372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4529374.500000 Penalty: 5164.526367
	Iteration 28Q: 3 clusters Score -4529374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4529366.500000 Penalty: 5164.526367
	Iteration 29Q: 3 clusters Score -4529366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4529368.000000 Penalty: 5164.526367
	Iteration 30Q: 3 clusters Score -4529368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4529367.000000 Penalty: 5164.526367
	Iteration 31Q: 3 clusters Score -4529367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4529373.500000 Penalty: 5164.526367
	Iteration 32Q: 3 clusters Score -4529374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4529372.500000 Penalty: 5164.526367
	Iteration 33Q: 3 clusters Score -4529372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4529375.000000 Penalty: 5164.526367
	Iteration 34Q: 3 clusters Score -4529375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4529378.500000 Penalty: 5164.526367
	Iteration 35Q: 3 clusters Score -4529378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4529377.500000 Penalty: 5164.526367
	Iteration 36Q: 3 clusters Score -4529378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4529379.000000 Penalty: 5164.526367
	Iteration 37Q: 3 clusters Score -4529379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4529382.000000 Penalty: 5164.526367
	Iteration 38Q: 3 clusters Score -4529382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4529384.000000 Penalty: 5164.526367
	Iteration 39Q: 3 clusters Score -4529384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4529380.500000 Penalty: 5164.526367
	Iteration 40F: 3 clusters Score -4529380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4529378.500000 Penalty: 5164.526367
	Iteration 41Q: 3 clusters Score -4529378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4529378.500000 Penalty: 5164.526367
	Iteration 42F: 3 clusters Score -4529378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 2066 members 
Mstep: Class 3 contains 8931 members 
Mstep: Class 4 contains 48329 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 29035 members 
Mstep: Class 7 contains 181414 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 177017 members 
Mstep: Class 11 contains 183069 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27322 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 48232 members 
Mstep: Class 16 contains 31874 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 41475 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 195918 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 10801 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
Score: -144340704.000000 Penalty: 79324.117188
Splitting cluster 16 changes total score from -144340832.000000 to -144340704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -111545.648438 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -111545.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -109713.054688 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -109713.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110027.710938 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -110027.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110279.875000 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -110279.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -110528.554688 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -110528.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110730.492188 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -110730.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110790.195312 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -110790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -110812.679688 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -110812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -110819.789062 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -110819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110826.773438 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -110826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110834.656250 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -110834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110842.523438 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -110842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -110845.281250 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -110845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110850.390625 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -110850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110851.882812 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -110851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -110853.593750 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -110853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -110853.593750 Penalty: 3362.841309
	Iteration 15F: 3 clusters Score -110853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Entering Unmasked Estep 
Score: -5617217.500000 Penalty: 2636.945801
	Iteration 0F: 2 clusters Score -5617218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -5589160.500000 Penalty: 5273.891602
	Iteration 0F: 3 clusters Score -5589160 nChanged 18994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -5599699.500000 Penalty: 5273.891602
	Iteration 1F: 3 clusters Score -5599700 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -5600259.000000 Penalty: 5273.891602
	Iteration 2Q: 3 clusters Score -5600259 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5600870.500000 Penalty: 5273.891602
	Iteration 3Q: 3 clusters Score -5600870 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5601719.500000 Penalty: 5273.891602
	Iteration 4Q: 3 clusters Score -5601720 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -5602901.000000 Penalty: 5273.891602
	Iteration 5F: 3 clusters Score -5602901 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -5604741.000000 Penalty: 5273.891602
	Iteration 6F: 3 clusters Score -5604741 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -5607192.500000 Penalty: 5273.891602
	Iteration 7F: 3 clusters Score -5607192 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -5609662.000000 Penalty: 5273.891602
	Iteration 8F: 3 clusters Score -5609662 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -5611736.000000 Penalty: 5273.891602
	Iteration 9F: 3 clusters Score -5611736 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -5613095.500000 Penalty: 5273.891602
	Iteration 10Q: 3 clusters Score -5613096 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -5613781.500000 Penalty: 5273.891602
	Iteration 11Q: 3 clusters Score -5613782 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -5614133.500000 Penalty: 5273.891602
	Iteration 12Q: 3 clusters Score -5614134 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5614366.000000 Penalty: 5273.891602
	Iteration 13Q: 3 clusters Score -5614366 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -5614565.000000 Penalty: 5273.891602
	Iteration 14Q: 3 clusters Score -5614565 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -5614716.000000 Penalty: 5273.891602
	Iteration 15Q: 3 clusters Score -5614716 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5614823.000000 Penalty: 5273.891602
	Iteration 16Q: 3 clusters Score -5614823 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5614938.000000 Penalty: 5273.891602
	Iteration 17Q: 3 clusters Score -5614938 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5615006.500000 Penalty: 5273.891602
	Iteration 18Q: 3 clusters Score -5615006 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5615079.500000 Penalty: 5273.891602
	Iteration 19Q: 3 clusters Score -5615080 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5615146.000000 Penalty: 5273.891602
	Iteration 20F: 3 clusters Score -5615146 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5615197.500000 Penalty: 5273.891602
	Iteration 21Q: 3 clusters Score -5615198 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5615254.000000 Penalty: 5273.891602
	Iteration 22Q: 3 clusters Score -5615254 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5615278.500000 Penalty: 5273.891602
	Iteration 23Q: 3 clusters Score -5615278 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5615318.500000 Penalty: 5273.891602
	Iteration 24Q: 3 clusters Score -5615318 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5615344.000000 Penalty: 5273.891602
	Iteration 25Q: 3 clusters Score -5615344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5615377.500000 Penalty: 5273.891602
	Iteration 26Q: 3 clusters Score -5615378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5615401.000000 Penalty: 5273.891602
	Iteration 27Q: 3 clusters Score -5615401 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5615415.500000 Penalty: 5273.891602
	Iteration 28Q: 3 clusters Score -5615416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5615430.000000 Penalty: 5273.891602
	Iteration 29Q: 3 clusters Score -5615430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5615443.500000 Penalty: 5273.891602
	Iteration 30Q: 3 clusters Score -5615444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5615460.000000 Penalty: 5273.891602
	Iteration 31Q: 3 clusters Score -5615460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5615477.000000 Penalty: 5273.891602
	Iteration 32Q: 3 clusters Score -5615477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5615490.000000 Penalty: 5273.891602
	Iteration 33Q: 3 clusters Score -5615490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5615496.500000 Penalty: 5273.891602
	Iteration 34Q: 3 clusters Score -5615496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5615498.500000 Penalty: 5273.891602
	Iteration 35Q: 3 clusters Score -5615498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5615520.000000 Penalty: 5273.891602
	Iteration 36Q: 3 clusters Score -5615520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5615528.000000 Penalty: 5273.891602
	Iteration 37Q: 3 clusters Score -5615528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5615529.500000 Penalty: 5273.891602
	Iteration 38Q: 3 clusters Score -5615530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5615543.500000 Penalty: 5273.891602
	Iteration 39Q: 3 clusters Score -5615544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5615545.500000 Penalty: 5273.891602
	Iteration 40F: 3 clusters Score -5615546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5615549.000000 Penalty: 5273.891602
	Iteration 41Q: 3 clusters Score -5615549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5615551.000000 Penalty: 5273.891602
	Iteration 42Q: 3 clusters Score -5615551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5615546.000000 Penalty: 5273.891602
	Iteration 43Q: 3 clusters Score -5615546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5615556.000000 Penalty: 5273.891602
	Iteration 44Q: 3 clusters Score -5615556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5615553.000000 Penalty: 5273.891602
	Iteration 45Q: 3 clusters Score -5615553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5615555.500000 Penalty: 5273.891602
	Iteration 46Q: 3 clusters Score -5615556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5615560.000000 Penalty: 5273.891602
	Iteration 47Q: 3 clusters Score -5615560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5615560.000000 Penalty: 5273.891602
	Iteration 48F: 3 clusters Score -5615560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -469067.218750 Penalty: 2034.894165
	Iteration 0F: 2 clusters Score -469067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -465371.687500 Penalty: 4069.788330
	Iteration 0F: 3 clusters Score -465371.7 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -466178.937500 Penalty: 4069.788330
	Iteration 1F: 3 clusters Score -466178.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -466353.343750 Penalty: 4069.788330
	Iteration 2F: 3 clusters Score -466353.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -466463.968750 Penalty: 4069.788330
	Iteration 3Q: 3 clusters Score -466464 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -466565.468750 Penalty: 4069.788330
	Iteration 4Q: 3 clusters Score -466565.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -466675.843750 Penalty: 4069.788330
	Iteration 5Q: 3 clusters Score -466675.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -466783.562500 Penalty: 4069.788330
	Iteration 6Q: 3 clusters Score -466783.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -466884.031250 Penalty: 4069.788330
	Iteration 7Q: 3 clusters Score -466884 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -466970.218750 Penalty: 4069.788330
	Iteration 8Q: 3 clusters Score -466970.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -467047.343750 Penalty: 4069.788330
	Iteration 9Q: 3 clusters Score -467047.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -467107.218750 Penalty: 4069.788330
	Iteration 10Q: 3 clusters Score -467107.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -467154.812500 Penalty: 4069.788330
	Iteration 11Q: 3 clusters Score -467154.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -467190.656250 Penalty: 4069.788330
	Iteration 12Q: 3 clusters Score -467190.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -467214.437500 Penalty: 4069.788330
	Iteration 13Q: 3 clusters Score -467214.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -467238.687500 Penalty: 4069.788330
	Iteration 14Q: 3 clusters Score -467238.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -467259.281250 Penalty: 4069.788330
	Iteration 15Q: 3 clusters Score -467259.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -467275.343750 Penalty: 4069.788330
	Iteration 16Q: 3 clusters Score -467275.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -467287.218750 Penalty: 4069.788330
	Iteration 17Q: 3 clusters Score -467287.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -467297.750000 Penalty: 4069.788330
	Iteration 18Q: 3 clusters Score -467297.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -467303.312500 Penalty: 4069.788330
	Iteration 19Q: 3 clusters Score -467303.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -467308.531250 Penalty: 4069.788330
	Iteration 20F: 3 clusters Score -467308.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -467311.843750 Penalty: 4069.788330
	Iteration 21Q: 3 clusters Score -467311.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -467320.187500 Penalty: 4069.788330
	Iteration 22Q: 3 clusters Score -467320.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -467331.312500 Penalty: 4069.788330
	Iteration 23Q: 3 clusters Score -467331.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -467342.250000 Penalty: 4069.788330
	Iteration 24Q: 3 clusters Score -467342.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -467351.687500 Penalty: 4069.788330
	Iteration 25Q: 3 clusters Score -467351.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -467361.281250 Penalty: 4069.788330
	Iteration 26Q: 3 clusters Score -467361.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -467370.812500 Penalty: 4069.788330
	Iteration 27Q: 3 clusters Score -467370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -467378.781250 Penalty: 4069.788330
	Iteration 28Q: 3 clusters Score -467378.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -467386.000000 Penalty: 4069.788330
	Iteration 29Q: 3 clusters Score -467386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -467391.062500 Penalty: 4069.788330
	Iteration 30Q: 3 clusters Score -467391.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -467397.531250 Penalty: 4069.788330
	Iteration 31Q: 3 clusters Score -467397.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -467401.406250 Penalty: 4069.788330
	Iteration 32Q: 3 clusters Score -467401.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -467407.031250 Penalty: 4069.788330
	Iteration 33Q: 3 clusters Score -467407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -467411.812500 Penalty: 4069.788330
	Iteration 34Q: 3 clusters Score -467411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -467416.500000 Penalty: 4069.788330
	Iteration 35Q: 3 clusters Score -467416.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -467420.750000 Penalty: 4069.788330
	Iteration 36Q: 3 clusters Score -467420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -467424.906250 Penalty: 4069.788330
	Iteration 37Q: 3 clusters Score -467424.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -467429.906250 Penalty: 4069.788330
	Iteration 38Q: 3 clusters Score -467429.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -467438.656250 Penalty: 4069.788330
	Iteration 39Q: 3 clusters Score -467438.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -467445.781250 Penalty: 4069.788330
	Iteration 40F: 3 clusters Score -467445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -467452.875000 Penalty: 4069.788330
	Iteration 41Q: 3 clusters Score -467452.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -467457.968750 Penalty: 4069.788330
	Iteration 42Q: 3 clusters Score -467458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -467465.625000 Penalty: 4069.788330
	Iteration 43Q: 3 clusters Score -467465.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -467470.781250 Penalty: 4069.788330
	Iteration 44Q: 3 clusters Score -467470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -467473.781250 Penalty: 4069.788330
	Iteration 45Q: 3 clusters Score -467473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -467477.312500 Penalty: 4069.788330
	Iteration 46Q: 3 clusters Score -467477.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -467478.281250 Penalty: 4069.788330
	Iteration 47Q: 3 clusters Score -467478.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -467481.281250 Penalty: 4069.788330
	Iteration 48Q: 3 clusters Score -467481.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -467483.562500 Penalty: 4069.788330
	Iteration 49Q: 3 clusters Score -467483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -467487.187500 Penalty: 4069.788330
	Iteration 50Q: 3 clusters Score -467487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -467488.250000 Penalty: 4069.788330
	Iteration 51Q: 3 clusters Score -467488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -467491.093750 Penalty: 4069.788330
	Iteration 52Q: 3 clusters Score -467491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -467493.906250 Penalty: 4069.788330
	Iteration 53Q: 3 clusters Score -467493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -467495.000000 Penalty: 4069.788330
	Iteration 54Q: 3 clusters Score -467495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -467497.687500 Penalty: 4069.788330
	Iteration 55Q: 3 clusters Score -467497.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -467499.843750 Penalty: 4069.788330
	Iteration 56Q: 3 clusters Score -467499.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -467500.250000 Penalty: 4069.788330
	Iteration 57Q: 3 clusters Score -467500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -467501.625000 Penalty: 4069.788330
	Iteration 58Q: 3 clusters Score -467501.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -467502.687500 Penalty: 4069.788330
	Iteration 59Q: 3 clusters Score -467502.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -467503.218750 Penalty: 4069.788330
	Iteration 60F: 3 clusters Score -467503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -467503.906250 Penalty: 4069.788330
	Iteration 61Q: 3 clusters Score -467503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -467504.656250 Penalty: 4069.788330
	Iteration 62Q: 3 clusters Score -467504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -467505.937500 Penalty: 4069.788330
	Iteration 63Q: 3 clusters Score -467505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -467505.937500 Penalty: 4069.788330
	Iteration 64F: 3 clusters Score -467505.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (195918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195918 members 
Entering Unmasked Estep 
Score: -26249196.000000 Penalty: 3021.991943
	Iteration 0F: 2 clusters Score -2.62492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -26123090.000000 Penalty: 6043.983887
	Iteration 0F: 3 clusters Score -2.612309e+07 nChanged 94323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91927 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -26179326.000000 Penalty: 6043.983887
	Iteration 1F: 3 clusters Score -2.617933e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 107501 members 
Entering Unmasked Estep 
Score: -26181854.000000 Penalty: 6043.983887
	Iteration 2Q: 3 clusters Score -2.618185e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 112663 members 
Entering Unmasked Estep 
Score: -26185742.000000 Penalty: 6043.983887
	Iteration 3Q: 3 clusters Score -2.618574e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 119685 members 
Entering Unmasked Estep 
Score: -26191624.000000 Penalty: 6043.983887
	Iteration 4F: 3 clusters Score -2.619162e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 128332 members 
Entering Unmasked Estep 
Score: -26199530.000000 Penalty: 6043.983887
	Iteration 5F: 3 clusters Score -2.619953e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 137847 members 
Entering Unmasked Estep 
Score: -26208208.000000 Penalty: 6043.983887
	Iteration 6F: 3 clusters Score -2.620821e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 147207 members 
Entering Unmasked Estep 
Score: -26217168.000000 Penalty: 6043.983887
	Iteration 7F: 3 clusters Score -2.621717e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 155304 members 
Entering Unmasked Estep 
Score: -26224814.000000 Penalty: 6043.983887
	Iteration 8F: 3 clusters Score -2.622481e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 161800 members 
Entering Unmasked Estep 
Score: -26230664.000000 Penalty: 6043.983887
	Iteration 9Q: 3 clusters Score -2.623066e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 166790 members 
Entering Unmasked Estep 
Score: -26234572.000000 Penalty: 6043.983887
	Iteration 10Q: 3 clusters Score -2.623457e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 170784 members 
Entering Unmasked Estep 
Score: -26237280.000000 Penalty: 6043.983887
	Iteration 11Q: 3 clusters Score -2.623728e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 174207 members 
Entering Unmasked Estep 
Score: -26238976.000000 Penalty: 6043.983887
	Iteration 12Q: 3 clusters Score -2.623898e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 177180 members 
Entering Unmasked Estep 
Score: -26240268.000000 Penalty: 6043.983887
	Iteration 13Q: 3 clusters Score -2.624027e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 179743 members 
Entering Unmasked Estep 
Score: -26241252.000000 Penalty: 6043.983887
	Iteration 14Q: 3 clusters Score -2.624125e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 182000 members 
Entering Unmasked Estep 
Score: -26242132.000000 Penalty: 6043.983887
	Iteration 15Q: 3 clusters Score -2.624213e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 183981 members 
Entering Unmasked Estep 
Score: -26242972.000000 Penalty: 6043.983887
	Iteration 16Q: 3 clusters Score -2.624297e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 185663 members 
Entering Unmasked Estep 
Score: -26243696.000000 Penalty: 6043.983887
	Iteration 17Q: 3 clusters Score -2.62437e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 187120 members 
Entering Unmasked Estep 
Score: -26244198.000000 Penalty: 6043.983887
	Iteration 18Q: 3 clusters Score -2.62442e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 188378 members 
Entering Unmasked Estep 
Score: -26244666.000000 Penalty: 6043.983887
	Iteration 19Q: 3 clusters Score -2.624467e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 189424 members 
Entering Unmasked Estep 
Score: -26245044.000000 Penalty: 6043.983887
	Iteration 20F: 3 clusters Score -2.624504e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 190276 members 
Entering Unmasked Estep 
Score: -26245396.000000 Penalty: 6043.983887
	Iteration 21Q: 3 clusters Score -2.62454e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 190973 members 
Entering Unmasked Estep 
Score: -26245648.000000 Penalty: 6043.983887
	Iteration 22Q: 3 clusters Score -2.624565e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 191530 members 
Entering Unmasked Estep 
Score: -26245790.000000 Penalty: 6043.983887
	Iteration 23Q: 3 clusters Score -2.624579e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 191975 members 
Entering Unmasked Estep 
Score: -26245892.000000 Penalty: 6043.983887
	Iteration 24Q: 3 clusters Score -2.624589e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 192341 members 
Entering Unmasked Estep 
Score: -26246004.000000 Penalty: 6043.983887
	Iteration 25Q: 3 clusters Score -2.6246e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 192638 members 
Entering Unmasked Estep 
Score: -26246118.000000 Penalty: 6043.983887
	Iteration 26Q: 3 clusters Score -2.624612e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 192889 members 
Entering Unmasked Estep 
Score: -26246274.000000 Penalty: 6043.983887
	Iteration 27Q: 3 clusters Score -2.624627e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 193102 members 
Entering Unmasked Estep 
Score: -26246334.000000 Penalty: 6043.983887
	Iteration 28Q: 3 clusters Score -2.624633e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 193264 members 
Entering Unmasked Estep 
Score: -26246358.000000 Penalty: 6043.983887
	Iteration 29Q: 3 clusters Score -2.624636e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 193373 members 
Entering Unmasked Estep 
Score: -26246338.000000 Penalty: 6043.983887
	Iteration 30Q: 3 clusters Score -2.624634e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 193478 members 
Entering Unmasked Estep 
Score: -26246406.000000 Penalty: 6043.983887
	Iteration 31Q: 3 clusters Score -2.624641e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 193569 members 
Entering Unmasked Estep 
Score: -26246482.000000 Penalty: 6043.983887
	Iteration 32Q: 3 clusters Score -2.624648e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 193648 members 
Entering Unmasked Estep 
Score: -26246470.000000 Penalty: 6043.983887
	Iteration 33Q: 3 clusters Score -2.624647e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 193715 members 
Entering Unmasked Estep 
Score: -26246498.000000 Penalty: 6043.983887
	Iteration 34Q: 3 clusters Score -2.62465e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 193769 members 
Entering Unmasked Estep 
Score: -26246476.000000 Penalty: 6043.983887
	Iteration 35Q: 3 clusters Score -2.624648e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 193823 members 
Entering Unmasked Estep 
Score: -26246488.000000 Penalty: 6043.983887
	Iteration 36Q: 3 clusters Score -2.624649e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 193873 members 
Entering Unmasked Estep 
Score: -26246480.000000 Penalty: 6043.983887
	Iteration 37Q: 3 clusters Score -2.624648e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 193930 members 
Entering Unmasked Estep 
Score: -26246504.000000 Penalty: 6043.983887
	Iteration 38Q: 3 clusters Score -2.62465e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 193981 members 
Entering Unmasked Estep 
Score: -26246524.000000 Penalty: 6043.983887
	Iteration 39Q: 3 clusters Score -2.624652e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 194027 members 
Entering Unmasked Estep 
Score: -26246532.000000 Penalty: 6043.983887
	Iteration 40F: 3 clusters Score -2.624653e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 194062 members 
Entering Unmasked Estep 
Score: -26246524.000000 Penalty: 6043.983887
	Iteration 41Q: 3 clusters Score -2.624652e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 194091 members 
Entering Unmasked Estep 
Score: -26246542.000000 Penalty: 6043.983887
	Iteration 42Q: 3 clusters Score -2.624654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 194116 members 
Entering Unmasked Estep 
Score: -26246542.000000 Penalty: 6043.983887
	Iteration 43Q: 3 clusters Score -2.624654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 194139 members 
Entering Unmasked Estep 
Score: -26246560.000000 Penalty: 6043.983887
	Iteration 44Q: 3 clusters Score -2.624656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 194171 members 
Entering Unmasked Estep 
Score: -26246566.000000 Penalty: 6043.983887
	Iteration 45Q: 3 clusters Score -2.624657e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 194197 members 
Entering Unmasked Estep 
Score: -26246554.000000 Penalty: 6043.983887
	Iteration 46Q: 3 clusters Score -2.624655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 194213 members 
Entering Unmasked Estep 
Score: -26246564.000000 Penalty: 6043.983887
	Iteration 47Q: 3 clusters Score -2.624656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 194222 members 
Entering Unmasked Estep 
Score: -26246558.000000 Penalty: 6043.983887
	Iteration 48Q: 3 clusters Score -2.624656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 194227 members 
Entering Unmasked Estep 
Score: -26246562.000000 Penalty: 6043.983887
	Iteration 49Q: 3 clusters Score -2.624656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 194233 members 
Entering Unmasked Estep 
Score: -26246562.000000 Penalty: 6043.983887
	Iteration 50Q: 3 clusters Score -2.624656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 194243 members 
Entering Unmasked Estep 
Score: -26246554.000000 Penalty: 6043.983887
	Iteration 51Q: 3 clusters Score -2.624655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 194249 members 
Entering Unmasked Estep 
Score: -26246566.000000 Penalty: 6043.983887
	Iteration 52Q: 3 clusters Score -2.624657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 194258 members 
Entering Unmasked Estep 
Score: -26246558.000000 Penalty: 6043.983887
	Iteration 53Q: 3 clusters Score -2.624656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 194266 members 
Entering Unmasked Estep 
Score: -26246546.000000 Penalty: 6043.983887
	Iteration 54Q: 3 clusters Score -2.624655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 194278 members 
Entering Unmasked Estep 
Score: -26246546.000000 Penalty: 6043.983887
	Iteration 55Q: 3 clusters Score -2.624655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 194294 members 
Entering Unmasked Estep 
Score: -26246560.000000 Penalty: 6043.983887
	Iteration 56Q: 3 clusters Score -2.624656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 194305 members 
Entering Unmasked Estep 
Score: -26246562.000000 Penalty: 6043.983887
	Iteration 57Q: 3 clusters Score -2.624656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 194312 members 
Entering Unmasked Estep 
Score: -26246580.000000 Penalty: 6043.983887
	Iteration 58Q: 3 clusters Score -2.624658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 194319 members 
Entering Unmasked Estep 
Score: -26246598.000000 Penalty: 6043.983887
	Iteration 59Q: 3 clusters Score -2.62466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 194320 members 
Entering Unmasked Estep 
Score: -26246590.000000 Penalty: 6043.983887
	Iteration 60F: 3 clusters Score -2.624659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 194323 members 
Entering Unmasked Estep 
Score: -26246590.000000 Penalty: 6043.983887
	Iteration 61Q: 3 clusters Score -2.624659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 194323 members 
Entering Unmasked Estep 
Score: -26246592.000000 Penalty: 6043.983887
	Iteration 62Q: 3 clusters Score -2.624659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 194326 members 
Entering Unmasked Estep 
Score: -26246598.000000 Penalty: 6043.983887
	Iteration 63Q: 3 clusters Score -2.62466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 194326 members 
Entering Unmasked Estep 
Score: -26246602.000000 Penalty: 6043.983887
	Iteration 64Q: 3 clusters Score -2.62466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 194327 members 
Entering Unmasked Estep 
Score: -26246594.000000 Penalty: 6043.983887
	Iteration 65Q: 3 clusters Score -2.624659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 194328 members 
Entering Unmasked Estep 
Score: -26246600.000000 Penalty: 6043.983887
	Iteration 66Q: 3 clusters Score -2.62466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 194330 members 
Entering Unmasked Estep 
Score: -26246604.000000 Penalty: 6043.983887
	Iteration 67Q: 3 clusters Score -2.62466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 194331 members 
Entering Unmasked Estep 
Score: -26246612.000000 Penalty: 6043.983887
	Iteration 68Q: 3 clusters Score -2.624661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 194332 members 
Entering Unmasked Estep 
Score: -26246612.000000 Penalty: 6043.983887
	Iteration 69Q: 3 clusters Score -2.624661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 194333 members 
Entering Unmasked Estep 
Score: -26246610.000000 Penalty: 6043.983887
	Iteration 70Q: 3 clusters Score -2.624661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 194334 members 
Entering Unmasked Estep 
Score: -26246608.000000 Penalty: 6043.983887
	Iteration 71Q: 3 clusters Score -2.624661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 194335 members 
Entering Unmasked Estep 
Score: -26246592.000000 Penalty: 6043.983887
	Iteration 72Q: 3 clusters Score -2.624659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 194335 members 
Entering Unmasked Estep 
Score: -26246592.000000 Penalty: 6043.983887
	Iteration 73F: 3 clusters Score -2.624659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -83400.445312 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -83400.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81753.570312 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -81753.57 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82059.875000 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -82059.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82189.515625 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -82189.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82281.195312 Penalty: 3242.198975
	Iteration 3Q: 3 clusters Score -82281.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82354.562500 Penalty: 3242.198975
	Iteration 4Q: 3 clusters Score -82354.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82397.414062 Penalty: 3242.198975
	Iteration 5Q: 3 clusters Score -82397.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82423.250000 Penalty: 3242.198975
	Iteration 6Q: 3 clusters Score -82423.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82446.554688 Penalty: 3242.198975
	Iteration 7Q: 3 clusters Score -82446.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82474.242188 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -82474.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82515.257812 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -82515.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82550.125000 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -82550.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82588.335938 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -82588.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82627.125000 Penalty: 3242.198975
	Iteration 12Q: 3 clusters Score -82627.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82658.476562 Penalty: 3242.198975
	Iteration 13Q: 3 clusters Score -82658.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82666.828125 Penalty: 3242.198975
	Iteration 14Q: 3 clusters Score -82666.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82670.070312 Penalty: 3242.198975
	Iteration 15Q: 3 clusters Score -82670.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82670.718750 Penalty: 3242.198975
	Iteration 16Q: 3 clusters Score -82670.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82671.898438 Penalty: 3242.198975
	Iteration 17F: 3 clusters Score -82671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82673.789062 Penalty: 3242.198975
	Iteration 18Q: 3 clusters Score -82673.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82676.390625 Penalty: 3242.198975
	Iteration 19Q: 3 clusters Score -82676.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82680.703125 Penalty: 3242.198975
	Iteration 20F: 3 clusters Score -82680.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82684.796875 Penalty: 3242.198975
	Iteration 21Q: 3 clusters Score -82684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82705.468750 Penalty: 3242.198975
	Iteration 22Q: 3 clusters Score -82705.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82764.562500 Penalty: 3242.198975
	Iteration 23Q: 3 clusters Score -82764.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82874.812500 Penalty: 3242.198975
	Iteration 24Q: 3 clusters Score -82874.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -82936.351562 Penalty: 3242.198975
	Iteration 25Q: 3 clusters Score -82936.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82947.070312 Penalty: 3242.198975
	Iteration 26Q: 3 clusters Score -82947.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82958.125000 Penalty: 3242.198975
	Iteration 27Q: 3 clusters Score -82958.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82984.796875 Penalty: 3242.198975
	Iteration 28Q: 3 clusters Score -82984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82987.656250 Penalty: 3242.198975
	Iteration 29Q: 3 clusters Score -82987.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82991.554688 Penalty: 3242.198975
	Iteration 30Q: 3 clusters Score -82991.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82991.554688 Penalty: 3242.198975
	Iteration 31F: 3 clusters Score -82991.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 2066 members 
Mstep: Class 3 contains 8931 members 
Mstep: Class 4 contains 48329 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 29035 members 
Mstep: Class 7 contains 181414 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 177017 members 
Mstep: Class 11 contains 183069 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27322 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 48232 members 
Mstep: Class 16 contains 33268 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 41475 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 195918 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341440.000000 Penalty: 75875.242188
Iteration 239Q: 23 clusters Score -1.443414e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 8941 members 
Mstep: Class 4 contains 48326 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 29084 members 
Mstep: Class 7 contains 181360 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 177127 members 
Mstep: Class 11 contains 182313 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27328 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 48247 members 
Mstep: Class 16 contains 34103 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 41709 members 
Mstep: Class 19 contains 3668 members 
Mstep: Class 20 contains 195743 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 10488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341872.000000 Penalty: 75875.242188
Iteration 240F: 23 clusters Score -1.443419e+08 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 8946 members 
Mstep: Class 4 contains 48326 members 
Mstep: Class 5 contains 1360 members 
Mstep: Class 6 contains 29104 members 
Mstep: Class 7 contains 181221 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 176845 members 
Mstep: Class 11 contains 181459 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 27333 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 48248 members 
Mstep: Class 16 contains 34961 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 41914 members 
Mstep: Class 19 contains 3676 members 
Mstep: Class 20 contains 195349 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 11456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342768.000000 Penalty: 75875.242188
Iteration 241Q: 23 clusters Score -1.443428e+08 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 2066 members 
Mstep: Class 3 contains 8950 members 
Mstep: Class 4 contains 48325 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 29132 members 
Mstep: Class 7 contains 181036 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 176750 members 
Mstep: Class 11 contains 180562 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27336 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 48263 members 
Mstep: Class 16 contains 35830 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 42136 members 
Mstep: Class 19 contains 3679 members 
Mstep: Class 20 contains 195026 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 12091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342688.000000 Penalty: 75875.242188
Iteration 242Q: 23 clusters Score -1.443427e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95691 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 8957 members 
Mstep: Class 4 contains 48308 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 29151 members 
Mstep: Class 7 contains 180907 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 176698 members 
Mstep: Class 11 contains 179529 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27350 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48284 members 
Mstep: Class 16 contains 36716 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 42365 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 194793 members 
Mstep: Class 21 contains 691 members 
Mstep: Class 22 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144343104.000000 Penalty: 75875.242188
Iteration 243Q: 23 clusters Score -1.443431e+08 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 48299 members 
Mstep: Class 5 contains 1384 members 
Mstep: Class 6 contains 29183 members 
Mstep: Class 7 contains 180754 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 176725 members 
Mstep: Class 11 contains 178450 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 27354 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48297 members 
Mstep: Class 16 contains 37587 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 42637 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 194620 members 
Mstep: Class 21 contains 691 members 
Mstep: Class 22 contains 12895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144343216.000000 Penalty: 75875.242188
Iteration 244Q: 23 clusters Score -1.443432e+08 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 8956 members 
Mstep: Class 4 contains 48280 members 
Mstep: Class 5 contains 1388 members 
Mstep: Class 6 contains 29221 members 
Mstep: Class 7 contains 180607 members 
Mstep: Class 8 contains 2488 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 176767 members 
Mstep: Class 11 contains 177416 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 27362 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48316 members 
Mstep: Class 16 contains 38419 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 42901 members 
Mstep: Class 19 contains 3689 members 
Mstep: Class 20 contains 194458 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 13177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3440.818115 but Gain 3448.875000
Score: -144343808.000000 Penalty: 72426.367188
Iteration 245Q: 22 clusters Score -1.443438e+08 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95522 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 8967 members 
Mstep: Class 4 contains 48322 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 29271 members 
Mstep: Class 7 contains 180597 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 176909 members 
Mstep: Class 11 contains 178063 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27399 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48334 members 
Mstep: Class 16 contains 39234 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 43173 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 194669 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 13371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144346768.000000 Penalty: 72426.367188
Iteration 246Q: 22 clusters Score -1.443468e+08 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 8978 members 
Mstep: Class 4 contains 48291 members 
Mstep: Class 5 contains 1394 members 
Mstep: Class 6 contains 29347 members 
Mstep: Class 7 contains 180490 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 176973 members 
Mstep: Class 11 contains 177179 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27443 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48376 members 
Mstep: Class 16 contains 40120 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 43427 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 194167 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 13509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144346640.000000 Penalty: 72426.367188
Iteration 247Q: 22 clusters Score -1.443466e+08 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95615 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 8982 members 
Mstep: Class 4 contains 48266 members 
Mstep: Class 5 contains 1394 members 
Mstep: Class 6 contains 29385 members 
Mstep: Class 7 contains 180472 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 177060 members 
Mstep: Class 11 contains 176257 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 27495 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48416 members 
Mstep: Class 16 contains 40943 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 43669 members 
Mstep: Class 19 contains 3702 members 
Mstep: Class 20 contains 193672 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 13620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144346960.000000 Penalty: 72426.367188
Iteration 248Q: 22 clusters Score -1.44347e+08 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95702 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 8985 members 
Mstep: Class 4 contains 48238 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 6 contains 29437 members 
Mstep: Class 7 contains 180468 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 177088 members 
Mstep: Class 11 contains 175401 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27524 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48451 members 
Mstep: Class 16 contains 41748 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 43904 members 
Mstep: Class 19 contains 3703 members 
Mstep: Class 20 contains 193207 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 13701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347296.000000 Penalty: 72426.367188
Iteration 249Q: 22 clusters Score -1.443473e+08 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 8985 members 
Mstep: Class 4 contains 48229 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 6 contains 29495 members 
Mstep: Class 7 contains 180461 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 177115 members 
Mstep: Class 11 contains 174488 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27552 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48487 members 
Mstep: Class 16 contains 42564 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 44152 members 
Mstep: Class 19 contains 3704 members 
Mstep: Class 20 contains 192804 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347408.000000 Penalty: 72426.367188
Iteration 250Q: 22 clusters Score -1.443474e+08 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 8989 members 
Mstep: Class 4 contains 48209 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 29532 members 
Mstep: Class 7 contains 180469 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 177110 members 
Mstep: Class 11 contains 173670 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 27579 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48501 members 
Mstep: Class 16 contains 43299 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 44401 members 
Mstep: Class 19 contains 3708 members 
Mstep: Class 20 contains 192471 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 13828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347824.000000 Penalty: 72426.367188
Iteration 251Q: 22 clusters Score -1.443478e+08 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 8990 members 
Mstep: Class 4 contains 48183 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 29576 members 
Mstep: Class 7 contains 180490 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 177081 members 
Mstep: Class 11 contains 172804 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27608 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48518 members 
Mstep: Class 16 contains 44000 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 44659 members 
Mstep: Class 19 contains 3710 members 
Mstep: Class 20 contains 192223 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 13885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348192.000000 Penalty: 72426.367188
Iteration 252Q: 22 clusters Score -1.443482e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 2054 members 
Mstep: Class 3 contains 8977 members 
Mstep: Class 4 contains 48178 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 29626 members 
Mstep: Class 7 contains 180527 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 177044 members 
Mstep: Class 11 contains 171949 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 27622 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48559 members 
Mstep: Class 16 contains 44694 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 44877 members 
Mstep: Class 19 contains 3711 members 
Mstep: Class 20 contains 192021 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 13917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348752.000000 Penalty: 72426.367188
Iteration 253Q: 22 clusters Score -1.443488e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 2050 members 
Mstep: Class 3 contains 8968 members 
Mstep: Class 4 contains 48190 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 29691 members 
Mstep: Class 7 contains 180538 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 177019 members 
Mstep: Class 11 contains 171127 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 27652 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48583 members 
Mstep: Class 16 contains 45352 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 45082 members 
Mstep: Class 19 contains 3712 members 
Mstep: Class 20 contains 191838 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 13953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348560.000000 Penalty: 72426.367188
Iteration 254Q: 22 clusters Score -1.443486e+08 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 2048 members 
Mstep: Class 3 contains 8958 members 
Mstep: Class 4 contains 48182 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 29752 members 
Mstep: Class 7 contains 180503 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 176977 members 
Mstep: Class 11 contains 170371 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27681 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48613 members 
Mstep: Class 16 contains 46005 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 45282 members 
Mstep: Class 19 contains 3712 members 
Mstep: Class 20 contains 191697 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 13985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348736.000000 Penalty: 72426.367188
Iteration 255Q: 22 clusters Score -1.443487e+08 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 8944 members 
Mstep: Class 4 contains 48168 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 29814 members 
Mstep: Class 7 contains 180449 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 176965 members 
Mstep: Class 11 contains 169647 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 27710 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48619 members 
Mstep: Class 16 contains 46649 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 45469 members 
Mstep: Class 19 contains 3712 members 
Mstep: Class 20 contains 191565 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 14015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349200.000000 Penalty: 72426.367188
Iteration 256Q: 22 clusters Score -1.443492e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 2047 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 48132 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 29864 members 
Mstep: Class 7 contains 180418 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 176958 members 
Mstep: Class 11 contains 168953 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27743 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48630 members 
Mstep: Class 16 contains 47278 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 45663 members 
Mstep: Class 19 contains 3712 members 
Mstep: Class 20 contains 191390 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 14052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349424.000000 Penalty: 72426.367188
Iteration 257Q: 22 clusters Score -1.443494e+08 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 2047 members 
Mstep: Class 3 contains 8929 members 
Mstep: Class 4 contains 48107 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 29930 members 
Mstep: Class 7 contains 180363 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 176932 members 
Mstep: Class 11 contains 168308 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 27777 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 48642 members 
Mstep: Class 16 contains 47858 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 45832 members 
Mstep: Class 19 contains 3712 members 
Mstep: Class 20 contains 191258 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 14085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349760.000000 Penalty: 72426.367188
Iteration 258Q: 22 clusters Score -1.443498e+08 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 48087 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 29981 members 
Mstep: Class 7 contains 180280 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 176940 members 
Mstep: Class 11 contains 167712 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 27804 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 48668 members 
Mstep: Class 16 contains 48412 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 45996 members 
Mstep: Class 19 contains 3712 members 
Mstep: Class 20 contains 191116 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349680.000000 Penalty: 72426.367188
Iteration 259Q: 22 clusters Score -1.443497e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95808 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 48073 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30014 members 
Mstep: Class 7 contains 180178 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 176927 members 
Mstep: Class 11 contains 167215 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 27821 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48708 members 
Mstep: Class 16 contains 48933 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 46152 members 
Mstep: Class 19 contains 3713 members 
Mstep: Class 20 contains 190987 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 14135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349632.000000 Penalty: 72426.367188
Iteration 260F: 22 clusters Score -1.443496e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 8932 members 
Mstep: Class 4 contains 48047 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30058 members 
Mstep: Class 7 contains 180114 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 176918 members 
Mstep: Class 11 contains 166766 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27827 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 48728 members 
Mstep: Class 16 contains 49400 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 46289 members 
Mstep: Class 19 contains 3714 members 
Mstep: Class 20 contains 190871 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 14167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349776.000000 Penalty: 72426.367188
Iteration 261Q: 22 clusters Score -1.443498e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95741 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 8925 members 
Mstep: Class 4 contains 48032 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 30094 members 
Mstep: Class 7 contains 180043 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 176899 members 
Mstep: Class 11 contains 166360 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 27851 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 48767 members 
Mstep: Class 16 contains 49808 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 46450 members 
Mstep: Class 19 contains 3714 members 
Mstep: Class 20 contains 190726 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350128.000000 Penalty: 72426.367188
Iteration 262Q: 22 clusters Score -1.443501e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 48013 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 30125 members 
Mstep: Class 7 contains 179991 members 
Mstep: Class 9 contains 335 members 
Mstep: Class 10 contains 176932 members 
Mstep: Class 11 contains 165938 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 27859 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48801 members 
Mstep: Class 16 contains 50219 members 
Mstep: Class 17 contains 878 members 
Mstep: Class 18 contains 46607 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 190545 members 
Mstep: Class 21 contains 696 members 
Mstep: Class 22 contains 14187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350416.000000 Penalty: 72426.367188
Iteration 263Q: 22 clusters Score -1.443504e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 8911 members 
Mstep: Class 4 contains 47988 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30146 members 
Mstep: Class 7 contains 179938 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 176958 members 
Mstep: Class 11 contains 165614 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 27856 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48832 members 
Mstep: Class 16 contains 50608 members 
Mstep: Class 17 contains 878 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 190350 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 14203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350448.000000 Penalty: 72426.367188
Iteration 264Q: 22 clusters Score -1.443504e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95734 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 8902 members 
Mstep: Class 4 contains 47951 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30162 members 
Mstep: Class 7 contains 179838 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177018 members 
Mstep: Class 11 contains 165268 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 27854 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48863 members 
Mstep: Class 16 contains 50983 members 
Mstep: Class 17 contains 877 members 
Mstep: Class 18 contains 46910 members 
Mstep: Class 19 contains 3716 members 
Mstep: Class 20 contains 190175 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 14221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350672.000000 Penalty: 72426.367188
Iteration 265Q: 22 clusters Score -1.443507e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95725 members 
Mstep: Class 2 contains 2046 members 
Mstep: Class 3 contains 8898 members 
Mstep: Class 4 contains 47911 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30190 members 
Mstep: Class 7 contains 179733 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177045 members 
Mstep: Class 11 contains 164991 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 27856 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48899 members 
Mstep: Class 16 contains 51344 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 47072 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 189981 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350416.000000 Penalty: 72426.367188
Iteration 266Q: 22 clusters Score -1.443504e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95706 members 
Mstep: Class 2 contains 2048 members 
Mstep: Class 3 contains 8898 members 
Mstep: Class 4 contains 47899 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30221 members 
Mstep: Class 7 contains 179639 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177069 members 
Mstep: Class 11 contains 164754 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 27851 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48927 members 
Mstep: Class 16 contains 51680 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 47195 members 
Mstep: Class 19 contains 3714 members 
Mstep: Class 20 contains 189797 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350592.000000 Penalty: 72426.367188
Iteration 267Q: 22 clusters Score -1.443506e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95676 members 
Mstep: Class 2 contains 2046 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 4 contains 47891 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30235 members 
Mstep: Class 7 contains 179552 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177099 members 
Mstep: Class 11 contains 164597 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 27859 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48943 members 
Mstep: Class 16 contains 51954 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 47306 members 
Mstep: Class 19 contains 3716 members 
Mstep: Class 20 contains 189629 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350880.000000 Penalty: 72426.367188
Iteration 268Q: 22 clusters Score -1.443509e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 8873 members 
Mstep: Class 4 contains 47875 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30252 members 
Mstep: Class 7 contains 179464 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177125 members 
Mstep: Class 11 contains 164459 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 27849 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 48970 members 
Mstep: Class 16 contains 52209 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 47403 members 
Mstep: Class 19 contains 3717 members 
Mstep: Class 20 contains 189506 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351040.000000 Penalty: 72426.367188
Iteration 269Q: 22 clusters Score -1.44351e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95611 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 8862 members 
Mstep: Class 4 contains 47861 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30256 members 
Mstep: Class 7 contains 179336 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177133 members 
Mstep: Class 11 contains 164295 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 27843 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49007 members 
Mstep: Class 16 contains 52476 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 47500 members 
Mstep: Class 19 contains 3717 members 
Mstep: Class 20 contains 189442 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351376.000000 Penalty: 72426.367188
Iteration 270Q: 22 clusters Score -1.443514e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 2036 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 47861 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30269 members 
Mstep: Class 7 contains 179241 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177181 members 
Mstep: Class 11 contains 164080 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 27837 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49034 members 
Mstep: Class 16 contains 52716 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 47597 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 189381 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351632.000000 Penalty: 72426.367188
Iteration 271Q: 22 clusters Score -1.443516e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95553 members 
Mstep: Class 2 contains 2032 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 47847 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30283 members 
Mstep: Class 7 contains 179167 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177207 members 
Mstep: Class 11 contains 163890 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 27848 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49060 members 
Mstep: Class 16 contains 52941 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 47682 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 189296 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351712.000000 Penalty: 72426.367188
Iteration 272Q: 22 clusters Score -1.443517e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 2030 members 
Mstep: Class 3 contains 8835 members 
Mstep: Class 4 contains 47811 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30295 members 
Mstep: Class 7 contains 179160 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177239 members 
Mstep: Class 11 contains 163652 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 27847 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49085 members 
Mstep: Class 16 contains 53160 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 47772 members 
Mstep: Class 19 contains 3719 members 
Mstep: Class 20 contains 189219 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352208.000000 Penalty: 72426.367188
Iteration 273Q: 22 clusters Score -1.443522e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 2027 members 
Mstep: Class 3 contains 8823 members 
Mstep: Class 4 contains 47772 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30307 members 
Mstep: Class 7 contains 179133 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177275 members 
Mstep: Class 11 contains 163396 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 27854 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49107 members 
Mstep: Class 16 contains 53383 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 47849 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 189187 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352224.000000 Penalty: 72426.367188
Iteration 274Q: 22 clusters Score -1.443522e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 2027 members 
Mstep: Class 3 contains 8818 members 
Mstep: Class 4 contains 47730 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30316 members 
Mstep: Class 7 contains 179077 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177307 members 
Mstep: Class 11 contains 163222 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 27851 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49131 members 
Mstep: Class 16 contains 53598 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 47919 members 
Mstep: Class 19 contains 3726 members 
Mstep: Class 20 contains 189122 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352224.000000 Penalty: 72426.367188
Iteration 275Q: 22 clusters Score -1.443522e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95514 members 
Mstep: Class 2 contains 2028 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 47711 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30328 members 
Mstep: Class 7 contains 179047 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177331 members 
Mstep: Class 11 contains 162996 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27868 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49151 members 
Mstep: Class 16 contains 53766 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48001 members 
Mstep: Class 19 contains 3728 members 
Mstep: Class 20 contains 189071 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352512.000000 Penalty: 72426.367188
Iteration 276Q: 22 clusters Score -1.443525e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 2024 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 47701 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30331 members 
Mstep: Class 7 contains 179060 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177325 members 
Mstep: Class 11 contains 162780 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27884 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49176 members 
Mstep: Class 16 contains 53942 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48075 members 
Mstep: Class 19 contains 3730 members 
Mstep: Class 20 contains 189015 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352608.000000 Penalty: 72426.367188
Iteration 277Q: 22 clusters Score -1.443526e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 2023 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 47685 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30333 members 
Mstep: Class 7 contains 179076 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177310 members 
Mstep: Class 11 contains 162645 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 27891 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49194 members 
Mstep: Class 16 contains 54080 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48129 members 
Mstep: Class 19 contains 3733 members 
Mstep: Class 20 contains 188955 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352896.000000 Penalty: 72426.367188
Iteration 278Q: 22 clusters Score -1.443529e+08 nChanged 1094
Entering ConstructFrom: 
Score: -144352896.000000 Penalty: 72426.367188
Entering ConstructFrom: 
Trying to split cluster 1 (95461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95461 members 
Entering Unmasked Estep 
Score: -12795281.000000 Penalty: 2843.685303
	Iteration 0F: 2 clusters Score -1.279528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -12731224.000000 Penalty: 5687.370605
	Iteration 0F: 3 clusters Score -1.273122e+07 nChanged 45013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -12756740.000000 Penalty: 5687.370605
	Iteration 1F: 3 clusters Score -1.275674e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -12757302.000000 Penalty: 5687.370605
	Iteration 2Q: 3 clusters Score -1.27573e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -12758054.000000 Penalty: 5687.370605
	Iteration 3Q: 3 clusters Score -1.275805e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -12758990.000000 Penalty: 5687.370605
	Iteration 4Q: 3 clusters Score -1.275899e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -12760379.000000 Penalty: 5687.370605
	Iteration 5Q: 3 clusters Score -1.276038e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -12762238.000000 Penalty: 5687.370605
	Iteration 6Q: 3 clusters Score -1.276224e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -12765107.000000 Penalty: 5687.370605
	Iteration 7F: 3 clusters Score -1.276511e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -12768958.000000 Penalty: 5687.370605
	Iteration 8F: 3 clusters Score -1.276896e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -12773954.000000 Penalty: 5687.370605
	Iteration 9F: 3 clusters Score -1.277395e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -12778614.000000 Penalty: 5687.370605
	Iteration 10F: 3 clusters Score -1.277861e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -12781094.000000 Penalty: 5687.370605
	Iteration 11Q: 3 clusters Score -1.278109e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -12782292.000000 Penalty: 5687.370605
	Iteration 12Q: 3 clusters Score -1.278229e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -12783023.000000 Penalty: 5687.370605
	Iteration 13Q: 3 clusters Score -1.278302e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -12783667.000000 Penalty: 5687.370605
	Iteration 14Q: 3 clusters Score -1.278367e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -12784340.000000 Penalty: 5687.370605
	Iteration 15Q: 3 clusters Score -1.278434e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -12784986.000000 Penalty: 5687.370605
	Iteration 16Q: 3 clusters Score -1.278499e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -12785601.000000 Penalty: 5687.370605
	Iteration 17Q: 3 clusters Score -1.27856e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -12786141.000000 Penalty: 5687.370605
	Iteration 18Q: 3 clusters Score -1.278614e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -12786695.000000 Penalty: 5687.370605
	Iteration 19Q: 3 clusters Score -1.27867e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -12787318.000000 Penalty: 5687.370605
	Iteration 20F: 3 clusters Score -1.278732e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -12787821.000000 Penalty: 5687.370605
	Iteration 21Q: 3 clusters Score -1.278782e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -12788323.000000 Penalty: 5687.370605
	Iteration 22Q: 3 clusters Score -1.278832e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -12788766.000000 Penalty: 5687.370605
	Iteration 23Q: 3 clusters Score -1.278877e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -12789108.000000 Penalty: 5687.370605
	Iteration 24Q: 3 clusters Score -1.278911e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -12789411.000000 Penalty: 5687.370605
	Iteration 25Q: 3 clusters Score -1.278941e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -12789756.000000 Penalty: 5687.370605
	Iteration 26Q: 3 clusters Score -1.278976e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -12790042.000000 Penalty: 5687.370605
	Iteration 27Q: 3 clusters Score -1.279004e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -12790303.000000 Penalty: 5687.370605
	Iteration 28Q: 3 clusters Score -1.27903e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -12790511.000000 Penalty: 5687.370605
	Iteration 29Q: 3 clusters Score -1.279051e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -12790783.000000 Penalty: 5687.370605
	Iteration 30Q: 3 clusters Score -1.279078e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -12790925.000000 Penalty: 5687.370605
	Iteration 31Q: 3 clusters Score -1.279092e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -12791057.000000 Penalty: 5687.370605
	Iteration 32Q: 3 clusters Score -1.279106e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -12791170.000000 Penalty: 5687.370605
	Iteration 33Q: 3 clusters Score -1.279117e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -12791322.000000 Penalty: 5687.370605
	Iteration 34Q: 3 clusters Score -1.279132e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -12791463.000000 Penalty: 5687.370605
	Iteration 35Q: 3 clusters Score -1.279146e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -12791573.000000 Penalty: 5687.370605
	Iteration 36Q: 3 clusters Score -1.279157e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -12791674.000000 Penalty: 5687.370605
	Iteration 37Q: 3 clusters Score -1.279167e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -12791807.000000 Penalty: 5687.370605
	Iteration 38Q: 3 clusters Score -1.279181e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -12791937.000000 Penalty: 5687.370605
	Iteration 39Q: 3 clusters Score -1.279194e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -12792051.000000 Penalty: 5687.370605
	Iteration 40F: 3 clusters Score -1.279205e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87526 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -12792162.000000 Penalty: 5687.370605
	Iteration 41Q: 3 clusters Score -1.279216e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87849 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -12792217.000000 Penalty: 5687.370605
	Iteration 42Q: 3 clusters Score -1.279222e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88135 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -12792272.000000 Penalty: 5687.370605
	Iteration 43Q: 3 clusters Score -1.279227e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -12792306.000000 Penalty: 5687.370605
	Iteration 44Q: 3 clusters Score -1.279231e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -12792344.000000 Penalty: 5687.370605
	Iteration 45Q: 3 clusters Score -1.279234e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88846 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -12792410.000000 Penalty: 5687.370605
	Iteration 46Q: 3 clusters Score -1.279241e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -12792481.000000 Penalty: 5687.370605
	Iteration 47Q: 3 clusters Score -1.279248e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -12792526.000000 Penalty: 5687.370605
	Iteration 48Q: 3 clusters Score -1.279253e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -12792517.000000 Penalty: 5687.370605
	Iteration 49Q: 3 clusters Score -1.279252e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -12792523.000000 Penalty: 5687.370605
	Iteration 50Q: 3 clusters Score -1.279252e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -12792551.000000 Penalty: 5687.370605
	Iteration 51Q: 3 clusters Score -1.279255e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -12792589.000000 Penalty: 5687.370605
	Iteration 52Q: 3 clusters Score -1.279259e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -12792611.000000 Penalty: 5687.370605
	Iteration 53Q: 3 clusters Score -1.279261e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -12792633.000000 Penalty: 5687.370605
	Iteration 54Q: 3 clusters Score -1.279263e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -12792671.000000 Penalty: 5687.370605
	Iteration 55Q: 3 clusters Score -1.279267e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -12792694.000000 Penalty: 5687.370605
	Iteration 56Q: 3 clusters Score -1.279269e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -12792738.000000 Penalty: 5687.370605
	Iteration 57Q: 3 clusters Score -1.279274e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -12792745.000000 Penalty: 5687.370605
	Iteration 58Q: 3 clusters Score -1.279274e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90984 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -12792762.000000 Penalty: 5687.370605
	Iteration 59Q: 3 clusters Score -1.279276e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91085 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -12792774.000000 Penalty: 5687.370605
	Iteration 60F: 3 clusters Score -1.279277e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -12792814.000000 Penalty: 5687.370605
	Iteration 61Q: 3 clusters Score -1.279281e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -12792805.000000 Penalty: 5687.370605
	Iteration 62Q: 3 clusters Score -1.27928e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -12792835.000000 Penalty: 5687.370605
	Iteration 63Q: 3 clusters Score -1.279284e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -12792853.000000 Penalty: 5687.370605
	Iteration 64Q: 3 clusters Score -1.279285e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91528 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -12792850.000000 Penalty: 5687.370605
	Iteration 65Q: 3 clusters Score -1.279285e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -12792870.000000 Penalty: 5687.370605
	Iteration 66Q: 3 clusters Score -1.279287e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91679 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -12792875.000000 Penalty: 5687.370605
	Iteration 67Q: 3 clusters Score -1.279288e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -12792882.000000 Penalty: 5687.370605
	Iteration 68Q: 3 clusters Score -1.279288e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -12792876.000000 Penalty: 5687.370605
	Iteration 69Q: 3 clusters Score -1.279288e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91868 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -12792904.000000 Penalty: 5687.370605
	Iteration 70Q: 3 clusters Score -1.27929e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -12792909.000000 Penalty: 5687.370605
	Iteration 71Q: 3 clusters Score -1.279291e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -12792931.000000 Penalty: 5687.370605
	Iteration 72Q: 3 clusters Score -1.279293e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -12792935.000000 Penalty: 5687.370605
	Iteration 73Q: 3 clusters Score -1.279294e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -12792934.000000 Penalty: 5687.370605
	Iteration 74Q: 3 clusters Score -1.279293e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -12792952.000000 Penalty: 5687.370605
	Iteration 75Q: 3 clusters Score -1.279295e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -12792952.000000 Penalty: 5687.370605
	Iteration 76Q: 3 clusters Score -1.279295e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -12792956.000000 Penalty: 5687.370605
	Iteration 77Q: 3 clusters Score -1.279296e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -12792959.000000 Penalty: 5687.370605
	Iteration 78Q: 3 clusters Score -1.279296e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92238 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -12792977.000000 Penalty: 5687.370605
	Iteration 79Q: 3 clusters Score -1.279298e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -12792982.000000 Penalty: 5687.370605
	Iteration 80F: 3 clusters Score -1.279298e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -12792967.000000 Penalty: 5687.370605
	Iteration 81Q: 3 clusters Score -1.279297e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -12792984.000000 Penalty: 5687.370605
	Iteration 82Q: 3 clusters Score -1.279298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92347 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -12792979.000000 Penalty: 5687.370605
	Iteration 83Q: 3 clusters Score -1.279298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -12792981.000000 Penalty: 5687.370605
	Iteration 84Q: 3 clusters Score -1.279298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92383 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -12792980.000000 Penalty: 5687.370605
	Iteration 85Q: 3 clusters Score -1.279298e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92406 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -12792983.000000 Penalty: 5687.370605
	Iteration 86Q: 3 clusters Score -1.279298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -12792993.000000 Penalty: 5687.370605
	Iteration 87Q: 3 clusters Score -1.279299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -12792991.000000 Penalty: 5687.370605
	Iteration 88Q: 3 clusters Score -1.279299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92464 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -12793008.000000 Penalty: 5687.370605
	Iteration 89Q: 3 clusters Score -1.279301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92483 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -12793006.000000 Penalty: 5687.370605
	Iteration 90Q: 3 clusters Score -1.279301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -12793018.000000 Penalty: 5687.370605
	Iteration 91Q: 3 clusters Score -1.279302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92511 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -12793010.000000 Penalty: 5687.370605
	Iteration 92Q: 3 clusters Score -1.279301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92527 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -12793020.000000 Penalty: 5687.370605
	Iteration 93Q: 3 clusters Score -1.279302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -12793033.000000 Penalty: 5687.370605
	Iteration 94Q: 3 clusters Score -1.279303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92554 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -12793038.000000 Penalty: 5687.370605
	Iteration 95Q: 3 clusters Score -1.279304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92566 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -12793038.000000 Penalty: 5687.370605
	Iteration 96Q: 3 clusters Score -1.279304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -12793025.000000 Penalty: 5687.370605
	Iteration 97Q: 3 clusters Score -1.279302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -12793029.000000 Penalty: 5687.370605
	Iteration 98Q: 3 clusters Score -1.279303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -12793034.000000 Penalty: 5687.370605
	Iteration 99Q: 3 clusters Score -1.279303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92605 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -12793030.000000 Penalty: 5687.370605
	Iteration 100F: 3 clusters Score -1.279303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -12793042.000000 Penalty: 5687.370605
	Iteration 101Q: 3 clusters Score -1.279304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -12793042.000000 Penalty: 5687.370605
	Iteration 102Q: 3 clusters Score -1.279304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -12793066.000000 Penalty: 5687.370605
	Iteration 103Q: 3 clusters Score -1.279307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92650 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -12793073.000000 Penalty: 5687.370605
	Iteration 104Q: 3 clusters Score -1.279307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -12793060.000000 Penalty: 5687.370605
	Iteration 105Q: 3 clusters Score -1.279306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -12793070.000000 Penalty: 5687.370605
	Iteration 106Q: 3 clusters Score -1.279307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92695 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -12793095.000000 Penalty: 5687.370605
	Iteration 107Q: 3 clusters Score -1.27931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92706 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -12793097.000000 Penalty: 5687.370605
	Iteration 108Q: 3 clusters Score -1.27931e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -12793105.000000 Penalty: 5687.370605
	Iteration 109Q: 3 clusters Score -1.27931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92739 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -12793107.000000 Penalty: 5687.370605
	Iteration 110Q: 3 clusters Score -1.279311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -12793110.000000 Penalty: 5687.370605
	Iteration 111Q: 3 clusters Score -1.279311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92778 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -12793132.000000 Penalty: 5687.370605
	Iteration 112Q: 3 clusters Score -1.279313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -12793137.000000 Penalty: 5687.370605
	Iteration 113Q: 3 clusters Score -1.279314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -12793132.000000 Penalty: 5687.370605
	Iteration 114Q: 3 clusters Score -1.279313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -12793131.000000 Penalty: 5687.370605
	Iteration 115Q: 3 clusters Score -1.279313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92828 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -12793136.000000 Penalty: 5687.370605
	Iteration 116Q: 3 clusters Score -1.279314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92840 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -12793138.000000 Penalty: 5687.370605
	Iteration 117Q: 3 clusters Score -1.279314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -12793127.000000 Penalty: 5687.370605
	Iteration 118Q: 3 clusters Score -1.279313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -12793146.000000 Penalty: 5687.370605
	Iteration 119Q: 3 clusters Score -1.279315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -12793144.000000 Penalty: 5687.370605
	Iteration 120F: 3 clusters Score -1.279314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -12793141.000000 Penalty: 5687.370605
	Iteration 121Q: 3 clusters Score -1.279314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -12793137.000000 Penalty: 5687.370605
	Iteration 122Q: 3 clusters Score -1.279314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -12793145.000000 Penalty: 5687.370605
	Iteration 123Q: 3 clusters Score -1.279314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -12793123.000000 Penalty: 5687.370605
	Iteration 124Q: 3 clusters Score -1.279312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -12793129.000000 Penalty: 5687.370605
	Iteration 125Q: 3 clusters Score -1.279313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -12793127.000000 Penalty: 5687.370605
	Iteration 126Q: 3 clusters Score -1.279313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -12793121.000000 Penalty: 5687.370605
	Iteration 127Q: 3 clusters Score -1.279312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -12793108.000000 Penalty: 5687.370605
	Iteration 128Q: 3 clusters Score -1.279311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -12793124.000000 Penalty: 5687.370605
	Iteration 129Q: 3 clusters Score -1.279312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -12793138.000000 Penalty: 5687.370605
	Iteration 130Q: 3 clusters Score -1.279314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -12793125.000000 Penalty: 5687.370605
	Iteration 131Q: 3 clusters Score -1.279312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12793128.000000 Penalty: 5687.370605
	Iteration 132Q: 3 clusters Score -1.279313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -12793136.000000 Penalty: 5687.370605
	Iteration 133Q: 3 clusters Score -1.279314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93031 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -12793142.000000 Penalty: 5687.370605
	Iteration 134Q: 3 clusters Score -1.279314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -12793136.000000 Penalty: 5687.370605
	Iteration 135Q: 3 clusters Score -1.279314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93038 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -12793136.000000 Penalty: 5687.370605
	Iteration 136Q: 3 clusters Score -1.279314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -12793134.000000 Penalty: 5687.370605
	Iteration 137Q: 3 clusters Score -1.279313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -12793135.000000 Penalty: 5687.370605
	Iteration 138Q: 3 clusters Score -1.279314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93062 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -12793132.000000 Penalty: 5687.370605
	Iteration 139Q: 3 clusters Score -1.279313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -12793133.000000 Penalty: 5687.370605
	Iteration 140F: 3 clusters Score -1.279313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -12793143.000000 Penalty: 5687.370605
	Iteration 141Q: 3 clusters Score -1.279314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -12793147.000000 Penalty: 5687.370605
	Iteration 142Q: 3 clusters Score -1.279315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -12793145.000000 Penalty: 5687.370605
	Iteration 143Q: 3 clusters Score -1.279314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -12793140.000000 Penalty: 5687.370605
	Iteration 144Q: 3 clusters Score -1.279314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -12793139.000000 Penalty: 5687.370605
	Iteration 145Q: 3 clusters Score -1.279314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -12793141.000000 Penalty: 5687.370605
	Iteration 146Q: 3 clusters Score -1.279314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -12793141.000000 Penalty: 5687.370605
	Iteration 147F: 3 clusters Score -1.279314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -264013.625000 Penalty: 1887.859497
	Iteration 0F: 2 clusters Score -264013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -261409.968750 Penalty: 3775.718994
	Iteration 0F: 3 clusters Score -261410 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -261905.781250 Penalty: 3775.718994
	Iteration 1F: 3 clusters Score -261905.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -262044.765625 Penalty: 3775.718994
	Iteration 2F: 3 clusters Score -262044.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -262162.093750 Penalty: 3775.718994
	Iteration 3Q: 3 clusters Score -262162.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262246.625000 Penalty: 3775.718994
	Iteration 4Q: 3 clusters Score -262246.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -262313.937500 Penalty: 3775.718994
	Iteration 5Q: 3 clusters Score -262313.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -262370.906250 Penalty: 3775.718994
	Iteration 6Q: 3 clusters Score -262370.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -262432.406250 Penalty: 3775.718994
	Iteration 7Q: 3 clusters Score -262432.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -262476.531250 Penalty: 3775.718994
	Iteration 8Q: 3 clusters Score -262476.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -262529.312500 Penalty: 3775.718994
	Iteration 9Q: 3 clusters Score -262529.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -262587.218750 Penalty: 3775.718994
	Iteration 10Q: 3 clusters Score -262587.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -262635.437500 Penalty: 3775.718994
	Iteration 11Q: 3 clusters Score -262635.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -262698.843750 Penalty: 3775.718994
	Iteration 12Q: 3 clusters Score -262698.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -262771.375000 Penalty: 3775.718994
	Iteration 13Q: 3 clusters Score -262771.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -262811.812500 Penalty: 3775.718994
	Iteration 14Q: 3 clusters Score -262811.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -262855.562500 Penalty: 3775.718994
	Iteration 15Q: 3 clusters Score -262855.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -262883.562500 Penalty: 3775.718994
	Iteration 16Q: 3 clusters Score -262883.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262906.875000 Penalty: 3775.718994
	Iteration 17Q: 3 clusters Score -262906.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262917.000000 Penalty: 3775.718994
	Iteration 18Q: 3 clusters Score -262917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -262926.531250 Penalty: 3775.718994
	Iteration 19Q: 3 clusters Score -262926.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -262934.781250 Penalty: 3775.718994
	Iteration 20F: 3 clusters Score -262934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -262940.437500 Penalty: 3775.718994
	Iteration 21Q: 3 clusters Score -262940.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -262946.500000 Penalty: 3775.718994
	Iteration 22Q: 3 clusters Score -262946.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -262956.031250 Penalty: 3775.718994
	Iteration 23Q: 3 clusters Score -262956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -262967.875000 Penalty: 3775.718994
	Iteration 24Q: 3 clusters Score -262967.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -262979.281250 Penalty: 3775.718994
	Iteration 25Q: 3 clusters Score -262979.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -262989.031250 Penalty: 3775.718994
	Iteration 26Q: 3 clusters Score -262989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -262992.625000 Penalty: 3775.718994
	Iteration 27Q: 3 clusters Score -262992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -262996.718750 Penalty: 3775.718994
	Iteration 28Q: 3 clusters Score -262996.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -262998.531250 Penalty: 3775.718994
	Iteration 29Q: 3 clusters Score -262998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -263001.718750 Penalty: 3775.718994
	Iteration 30Q: 3 clusters Score -263001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -263004.250000 Penalty: 3775.718994
	Iteration 31Q: 3 clusters Score -263004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -263008.718750 Penalty: 3775.718994
	Iteration 32Q: 3 clusters Score -263008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -263011.750000 Penalty: 3775.718994
	Iteration 33Q: 3 clusters Score -263011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -263013.718750 Penalty: 3775.718994
	Iteration 34Q: 3 clusters Score -263013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -263013.812500 Penalty: 3775.718994
	Iteration 35Q: 3 clusters Score -263013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -263013.812500 Penalty: 3775.718994
	Iteration 36F: 3 clusters Score -263013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Entering Unmasked Estep 
Score: -1187675.750000 Penalty: 2252.546143
	Iteration 0F: 2 clusters Score -1187676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1180731.875000 Penalty: 4505.092285
	Iteration 0F: 3 clusters Score -1180732 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1182652.625000 Penalty: 4505.092285
	Iteration 1F: 3 clusters Score -1182653 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1182933.125000 Penalty: 4505.092285
	Iteration 2F: 3 clusters Score -1182933 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1183107.250000 Penalty: 4505.092285
	Iteration 3F: 3 clusters Score -1183107 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1183233.250000 Penalty: 4505.092285
	Iteration 4Q: 3 clusters Score -1183233 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1183337.625000 Penalty: 4505.092285
	Iteration 5Q: 3 clusters Score -1183338 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1183422.250000 Penalty: 4505.092285
	Iteration 6Q: 3 clusters Score -1183422 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1183522.500000 Penalty: 4505.092285
	Iteration 7Q: 3 clusters Score -1183522 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1183623.250000 Penalty: 4505.092285
	Iteration 8Q: 3 clusters Score -1183623 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1183744.750000 Penalty: 4505.092285
	Iteration 9Q: 3 clusters Score -1183745 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1183884.750000 Penalty: 4505.092285
	Iteration 10Q: 3 clusters Score -1183885 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1184040.875000 Penalty: 4505.092285
	Iteration 11Q: 3 clusters Score -1184041 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1184224.625000 Penalty: 4505.092285
	Iteration 12Q: 3 clusters Score -1184225 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1184387.375000 Penalty: 4505.092285
	Iteration 13Q: 3 clusters Score -1184387 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1184578.375000 Penalty: 4505.092285
	Iteration 14Q: 3 clusters Score -1184578 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1184787.500000 Penalty: 4505.092285
	Iteration 15Q: 3 clusters Score -1184788 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1185009.250000 Penalty: 4505.092285
	Iteration 16Q: 3 clusters Score -1185009 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1185205.125000 Penalty: 4505.092285
	Iteration 17Q: 3 clusters Score -1185205 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1185378.875000 Penalty: 4505.092285
	Iteration 18Q: 3 clusters Score -1185379 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1185525.875000 Penalty: 4505.092285
	Iteration 19Q: 3 clusters Score -1185526 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1185646.125000 Penalty: 4505.092285
	Iteration 20F: 3 clusters Score -1185646 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1185738.125000 Penalty: 4505.092285
	Iteration 21Q: 3 clusters Score -1185738 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1185816.500000 Penalty: 4505.092285
	Iteration 22Q: 3 clusters Score -1185816 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1185872.750000 Penalty: 4505.092285
	Iteration 23Q: 3 clusters Score -1185873 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1185921.000000 Penalty: 4505.092285
	Iteration 24Q: 3 clusters Score -1185921 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1185967.125000 Penalty: 4505.092285
	Iteration 25Q: 3 clusters Score -1185967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1186003.000000 Penalty: 4505.092285
	Iteration 26Q: 3 clusters Score -1186003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1186026.000000 Penalty: 4505.092285
	Iteration 27Q: 3 clusters Score -1186026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1186044.375000 Penalty: 4505.092285
	Iteration 28Q: 3 clusters Score -1186044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1186058.500000 Penalty: 4505.092285
	Iteration 29Q: 3 clusters Score -1186058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1186075.000000 Penalty: 4505.092285
	Iteration 30Q: 3 clusters Score -1186075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1186086.250000 Penalty: 4505.092285
	Iteration 31Q: 3 clusters Score -1186086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1186098.875000 Penalty: 4505.092285
	Iteration 32Q: 3 clusters Score -1186099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1186109.000000 Penalty: 4505.092285
	Iteration 33Q: 3 clusters Score -1186109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1186115.250000 Penalty: 4505.092285
	Iteration 34Q: 3 clusters Score -1186115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1186126.250000 Penalty: 4505.092285
	Iteration 35Q: 3 clusters Score -1186126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1186136.000000 Penalty: 4505.092285
	Iteration 36Q: 3 clusters Score -1186136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1186138.750000 Penalty: 4505.092285
	Iteration 37Q: 3 clusters Score -1186139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1186143.375000 Penalty: 4505.092285
	Iteration 38Q: 3 clusters Score -1186143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1186147.250000 Penalty: 4505.092285
	Iteration 39Q: 3 clusters Score -1186147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1186151.875000 Penalty: 4505.092285
	Iteration 40F: 3 clusters Score -1186152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1186151.625000 Penalty: 4505.092285
	Iteration 41Q: 3 clusters Score -1186152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1186153.875000 Penalty: 4505.092285
	Iteration 42Q: 3 clusters Score -1186154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1186153.375000 Penalty: 4505.092285
	Iteration 43Q: 3 clusters Score -1186153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1186156.250000 Penalty: 4505.092285
	Iteration 44Q: 3 clusters Score -1186156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1186158.375000 Penalty: 4505.092285
	Iteration 45Q: 3 clusters Score -1186158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1186156.625000 Penalty: 4505.092285
	Iteration 46Q: 3 clusters Score -1186157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1186159.250000 Penalty: 4505.092285
	Iteration 47Q: 3 clusters Score -1186159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1186161.125000 Penalty: 4505.092285
	Iteration 48Q: 3 clusters Score -1186161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1186161.125000 Penalty: 4505.092285
	Iteration 49F: 3 clusters Score -1186161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Entering Unmasked Estep 
Score: -6449382.000000 Penalty: 2671.490967
	Iteration 0F: 2 clusters Score -6449382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -6417141.000000 Penalty: 5342.981934
	Iteration 0F: 3 clusters Score -6417141 nChanged 22107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -6429503.500000 Penalty: 5342.981934
	Iteration 1F: 3 clusters Score -6429504 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -6430014.000000 Penalty: 5342.981934
	Iteration 2Q: 3 clusters Score -6430014 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -6430521.000000 Penalty: 5342.981934
	Iteration 3Q: 3 clusters Score -6430521 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -6431036.000000 Penalty: 5342.981934
	Iteration 4Q: 3 clusters Score -6431036 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -6431576.000000 Penalty: 5342.981934
	Iteration 5Q: 3 clusters Score -6431576 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -6432363.500000 Penalty: 5342.981934
	Iteration 6Q: 3 clusters Score -6432364 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -6433432.500000 Penalty: 5342.981934
	Iteration 7Q: 3 clusters Score -6433432 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -6435114.000000 Penalty: 5342.981934
	Iteration 8F: 3 clusters Score -6435114 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -6437245.500000 Penalty: 5342.981934
	Iteration 9F: 3 clusters Score -6437246 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -6439390.000000 Penalty: 5342.981934
	Iteration 10F: 3 clusters Score -6439390 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -6441394.000000 Penalty: 5342.981934
	Iteration 11F: 3 clusters Score -6441394 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -6442999.000000 Penalty: 5342.981934
	Iteration 12Q: 3 clusters Score -6442999 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -6444178.000000 Penalty: 5342.981934
	Iteration 13Q: 3 clusters Score -6444178 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -6445110.000000 Penalty: 5342.981934
	Iteration 14Q: 3 clusters Score -6445110 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -6445663.500000 Penalty: 5342.981934
	Iteration 15Q: 3 clusters Score -6445664 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -6446034.500000 Penalty: 5342.981934
	Iteration 16Q: 3 clusters Score -6446034 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -6446350.500000 Penalty: 5342.981934
	Iteration 17Q: 3 clusters Score -6446350 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -6446542.000000 Penalty: 5342.981934
	Iteration 18Q: 3 clusters Score -6446542 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -6446677.000000 Penalty: 5342.981934
	Iteration 19Q: 3 clusters Score -6446677 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6446753.000000 Penalty: 5342.981934
	Iteration 20F: 3 clusters Score -6446753 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -6446831.000000 Penalty: 5342.981934
	Iteration 21Q: 3 clusters Score -6446831 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -6446876.000000 Penalty: 5342.981934
	Iteration 22Q: 3 clusters Score -6446876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -6446910.500000 Penalty: 5342.981934
	Iteration 23Q: 3 clusters Score -6446910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -6446937.500000 Penalty: 5342.981934
	Iteration 24Q: 3 clusters Score -6446938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -6446965.000000 Penalty: 5342.981934
	Iteration 25Q: 3 clusters Score -6446965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -6446996.500000 Penalty: 5342.981934
	Iteration 26Q: 3 clusters Score -6446996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -6446998.500000 Penalty: 5342.981934
	Iteration 27Q: 3 clusters Score -6446998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -6447026.500000 Penalty: 5342.981934
	Iteration 28Q: 3 clusters Score -6447026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -6447054.000000 Penalty: 5342.981934
	Iteration 29Q: 3 clusters Score -6447054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -6447066.000000 Penalty: 5342.981934
	Iteration 30Q: 3 clusters Score -6447066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -6447073.500000 Penalty: 5342.981934
	Iteration 31Q: 3 clusters Score -6447074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -6447088.000000 Penalty: 5342.981934
	Iteration 32Q: 3 clusters Score -6447088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -6447096.000000 Penalty: 5342.981934
	Iteration 33Q: 3 clusters Score -6447096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -6447112.000000 Penalty: 5342.981934
	Iteration 34Q: 3 clusters Score -6447112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -6447111.500000 Penalty: 5342.981934
	Iteration 35Q: 3 clusters Score -6447112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -6447124.000000 Penalty: 5342.981934
	Iteration 36Q: 3 clusters Score -6447124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -6447118.500000 Penalty: 5342.981934
	Iteration 37Q: 3 clusters Score -6447118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -6447127.000000 Penalty: 5342.981934
	Iteration 38Q: 3 clusters Score -6447127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -6447125.000000 Penalty: 5342.981934
	Iteration 39Q: 3 clusters Score -6447125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -6447124.000000 Penalty: 5342.981934
	Iteration 40F: 3 clusters Score -6447124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -6447132.500000 Penalty: 5342.981934
	Iteration 41Q: 3 clusters Score -6447132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -6447132.000000 Penalty: 5342.981934
	Iteration 42Q: 3 clusters Score -6447132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -6447132.000000 Penalty: 5342.981934
	Iteration 43F: 3 clusters Score -6447132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -175847.968750 Penalty: 1796.568359
	Iteration 0F: 2 clusters Score -175848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -173599.156250 Penalty: 3593.136719
	Iteration 0F: 3 clusters Score -173599.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -173945.156250 Penalty: 3593.136719
	Iteration 1F: 3 clusters Score -173945.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -174034.968750 Penalty: 3593.136719
	Iteration 2F: 3 clusters Score -174035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -174084.921875 Penalty: 3593.136719
	Iteration 3Q: 3 clusters Score -174084.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174108.468750 Penalty: 3593.136719
	Iteration 4Q: 3 clusters Score -174108.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -174136.921875 Penalty: 3593.136719
	Iteration 5Q: 3 clusters Score -174136.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -174162.953125 Penalty: 3593.136719
	Iteration 6Q: 3 clusters Score -174163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -174181.625000 Penalty: 3593.136719
	Iteration 7Q: 3 clusters Score -174181.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -174187.015625 Penalty: 3593.136719
	Iteration 8Q: 3 clusters Score -174187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -174193.281250 Penalty: 3593.136719
	Iteration 9Q: 3 clusters Score -174193.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -174201.843750 Penalty: 3593.136719
	Iteration 10Q: 3 clusters Score -174201.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -174207.609375 Penalty: 3593.136719
	Iteration 11Q: 3 clusters Score -174207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -174208.453125 Penalty: 3593.136719
	Iteration 12Q: 3 clusters Score -174208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -174208.984375 Penalty: 3593.136719
	Iteration 13Q: 3 clusters Score -174209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -174211.500000 Penalty: 3593.136719
	Iteration 14Q: 3 clusters Score -174211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -174212.375000 Penalty: 3593.136719
	Iteration 15Q: 3 clusters Score -174212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -174213.640625 Penalty: 3593.136719
	Iteration 16Q: 3 clusters Score -174213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -174213.640625 Penalty: 3593.136719
	Iteration 17F: 3 clusters Score -174213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Entering Unmasked Estep 
Score: -4121675.750000 Penalty: 2559.390625
	Iteration 0F: 2 clusters Score -4121676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4100826.250000 Penalty: 5118.781250
	Iteration 0F: 3 clusters Score -4100826 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -4108330.750000 Penalty: 5118.781250
	Iteration 1F: 3 clusters Score -4108331 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -4108841.250000 Penalty: 5118.781250
	Iteration 2Q: 3 clusters Score -4108841 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4109304.750000 Penalty: 5118.781250
	Iteration 3Q: 3 clusters Score -4109305 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -4109926.000000 Penalty: 5118.781250
	Iteration 4Q: 3 clusters Score -4109926 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -4110776.000000 Penalty: 5118.781250
	Iteration 5F: 3 clusters Score -4110776 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4111984.500000 Penalty: 5118.781250
	Iteration 6F: 3 clusters Score -4111984 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -4113618.500000 Penalty: 5118.781250
	Iteration 7F: 3 clusters Score -4113618 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -4115579.750000 Penalty: 5118.781250
	Iteration 8F: 3 clusters Score -4115580 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -4117288.250000 Penalty: 5118.781250
	Iteration 9F: 3 clusters Score -4117288 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4118281.000000 Penalty: 5118.781250
	Iteration 10Q: 3 clusters Score -4118281 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -4118792.750000 Penalty: 5118.781250
	Iteration 11Q: 3 clusters Score -4118793 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -4119040.000000 Penalty: 5118.781250
	Iteration 12Q: 3 clusters Score -4119040 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -4119165.500000 Penalty: 5118.781250
	Iteration 13Q: 3 clusters Score -4119166 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -4119270.750000 Penalty: 5118.781250
	Iteration 14Q: 3 clusters Score -4119271 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4119332.500000 Penalty: 5118.781250
	Iteration 15Q: 3 clusters Score -4119332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -4119376.000000 Penalty: 5118.781250
	Iteration 16Q: 3 clusters Score -4119376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -4119413.250000 Penalty: 5118.781250
	Iteration 17Q: 3 clusters Score -4119413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -4119432.250000 Penalty: 5118.781250
	Iteration 18Q: 3 clusters Score -4119432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -4119446.500000 Penalty: 5118.781250
	Iteration 19Q: 3 clusters Score -4119446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -4119454.000000 Penalty: 5118.781250
	Iteration 20F: 3 clusters Score -4119454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4119463.000000 Penalty: 5118.781250
	Iteration 21Q: 3 clusters Score -4119463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4119473.500000 Penalty: 5118.781250
	Iteration 22Q: 3 clusters Score -4119474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -4119478.000000 Penalty: 5118.781250
	Iteration 23Q: 3 clusters Score -4119478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4119485.500000 Penalty: 5118.781250
	Iteration 24Q: 3 clusters Score -4119486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -4119488.250000 Penalty: 5118.781250
	Iteration 25Q: 3 clusters Score -4119488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4119495.750000 Penalty: 5118.781250
	Iteration 26Q: 3 clusters Score -4119496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4119499.500000 Penalty: 5118.781250
	Iteration 27Q: 3 clusters Score -4119500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4119498.750000 Penalty: 5118.781250
	Iteration 28Q: 3 clusters Score -4119499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4119500.750000 Penalty: 5118.781250
	Iteration 29Q: 3 clusters Score -4119501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -4119504.500000 Penalty: 5118.781250
	Iteration 30Q: 3 clusters Score -4119504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -4119504.500000 Penalty: 5118.781250
	Iteration 31F: 3 clusters Score -4119504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (179139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179139 members 
Entering Unmasked Estep 
Score: -23968740.000000 Penalty: 2999.787598
	Iteration 0F: 2 clusters Score -2.396874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90015 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -23852462.000000 Penalty: 5999.575195
	Iteration 0F: 3 clusters Score -2.385246e+07 nChanged 86194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -23903104.000000 Penalty: 5999.575195
	Iteration 1F: 3 clusters Score -2.39031e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102019 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -23904946.000000 Penalty: 5999.575195
	Iteration 2Q: 3 clusters Score -2.390495e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -23908000.000000 Penalty: 5999.575195
	Iteration 3Q: 3 clusters Score -2.3908e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120373 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -23914474.000000 Penalty: 5999.575195
	Iteration 4F: 3 clusters Score -2.391447e+07 nChanged 15218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135513 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -23926622.000000 Penalty: 5999.575195
	Iteration 5F: 3 clusters Score -2.392662e+07 nChanged 17496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152987 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -23943740.000000 Penalty: 5999.575195
	Iteration 6F: 3 clusters Score -2.394374e+07 nChanged 14634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167613 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -23957914.000000 Penalty: 5999.575195
	Iteration 7F: 3 clusters Score -2.395791e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175492 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -23964162.000000 Penalty: 5999.575195
	Iteration 8Q: 3 clusters Score -2.396416e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178006 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -23965698.000000 Penalty: 5999.575195
	Iteration 9Q: 3 clusters Score -2.39657e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178597 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -23965946.000000 Penalty: 5999.575195
	Iteration 10Q: 3 clusters Score -2.396595e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178741 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -23966100.000000 Penalty: 5999.575195
	Iteration 11Q: 3 clusters Score -2.39661e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178802 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23966166.000000 Penalty: 5999.575195
	Iteration 12Q: 3 clusters Score -2.396617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178829 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23966196.000000 Penalty: 5999.575195
	Iteration 13Q: 3 clusters Score -2.39662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178842 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -23966200.000000 Penalty: 5999.575195
	Iteration 14Q: 3 clusters Score -2.39662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178847 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23966226.000000 Penalty: 5999.575195
	Iteration 15Q: 3 clusters Score -2.396623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178851 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23966224.000000 Penalty: 5999.575195
	Iteration 16Q: 3 clusters Score -2.396622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178850 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23966224.000000 Penalty: 5999.575195
	Iteration 17Q: 3 clusters Score -2.396622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178850 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23966230.000000 Penalty: 5999.575195
	Iteration 18Q: 3 clusters Score -2.396623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178851 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23966236.000000 Penalty: 5999.575195
	Iteration 19Q: 3 clusters Score -2.396624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178853 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23966232.000000 Penalty: 5999.575195
	Iteration 20F: 3 clusters Score -2.396623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178853 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23966228.000000 Penalty: 5999.575195
	Iteration 21Q: 3 clusters Score -2.396623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178854 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23966226.000000 Penalty: 5999.575195
	Iteration 22Q: 3 clusters Score -2.396623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178856 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23966240.000000 Penalty: 5999.575195
	Iteration 23Q: 3 clusters Score -2.396624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178861 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23966242.000000 Penalty: 5999.575195
	Iteration 24Q: 3 clusters Score -2.396624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178860 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23966266.000000 Penalty: 5999.575195
	Iteration 25Q: 3 clusters Score -2.396627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178859 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23966272.000000 Penalty: 5999.575195
	Iteration 26Q: 3 clusters Score -2.396627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178859 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23966272.000000 Penalty: 5999.575195
	Iteration 27F: 3 clusters Score -2.396627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -35729.636719 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -35729.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34483.082031 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -34483.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34720.210938 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -34720.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34861.941406 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -34861.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34946.164062 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -34946.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34998.968750 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -34998.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35062.437500 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -35062.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35086.941406 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -35086.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35094.335938 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -35094.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35105.078125 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -35105.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35105.078125 Penalty: 2880.838867
	Iteration 9F: 3 clusters Score -35105.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177282 members 
Entering Unmasked Estep 
Score: -23914764.000000 Penalty: 2997.203125
	Iteration 0F: 2 clusters Score -2.391476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -23801860.000000 Penalty: 5994.406250
	Iteration 0F: 3 clusters Score -2.380186e+07 nChanged 84864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -23851114.000000 Penalty: 5994.406250
	Iteration 1F: 3 clusters Score -2.385111e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 87665 members 
Entering Unmasked Estep 
Score: -23852074.000000 Penalty: 5994.406250
	Iteration 2Q: 3 clusters Score -2.385207e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 86920 members 
Entering Unmasked Estep 
Score: -23853200.000000 Penalty: 5994.406250
	Iteration 3Q: 3 clusters Score -2.38532e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -23854586.000000 Penalty: 5994.406250
	Iteration 4Q: 3 clusters Score -2.385459e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -23856548.000000 Penalty: 5994.406250
	Iteration 5Q: 3 clusters Score -2.385655e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -23858946.000000 Penalty: 5994.406250
	Iteration 6Q: 3 clusters Score -2.385895e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -23862176.000000 Penalty: 5994.406250
	Iteration 7Q: 3 clusters Score -2.386218e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -23865676.000000 Penalty: 5994.406250
	Iteration 8Q: 3 clusters Score -2.386568e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -23869578.000000 Penalty: 5994.406250
	Iteration 9F: 3 clusters Score -2.386958e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112732 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -23873978.000000 Penalty: 5994.406250
	Iteration 10F: 3 clusters Score -2.387398e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119366 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -23878842.000000 Penalty: 5994.406250
	Iteration 11F: 3 clusters Score -2.387884e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127015 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -23884414.000000 Penalty: 5994.406250
	Iteration 12F: 3 clusters Score -2.388441e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134892 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -23890342.000000 Penalty: 5994.406250
	Iteration 13F: 3 clusters Score -2.389034e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142438 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -23896122.000000 Penalty: 5994.406250
	Iteration 14Q: 3 clusters Score -2.389612e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149127 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -23901744.000000 Penalty: 5994.406250
	Iteration 15Q: 3 clusters Score -2.390174e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -23905912.000000 Penalty: 5994.406250
	Iteration 16Q: 3 clusters Score -2.390591e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -23909032.000000 Penalty: 5994.406250
	Iteration 17Q: 3 clusters Score -2.390903e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161014 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -23910994.000000 Penalty: 5994.406250
	Iteration 18Q: 3 clusters Score -2.391099e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163458 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -23912306.000000 Penalty: 5994.406250
	Iteration 19Q: 3 clusters Score -2.391231e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165572 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -23912874.000000 Penalty: 5994.406250
	Iteration 20F: 3 clusters Score -2.391287e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -23913212.000000 Penalty: 5994.406250
	Iteration 21Q: 3 clusters Score -2.391321e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -23913358.000000 Penalty: 5994.406250
	Iteration 22Q: 3 clusters Score -2.391336e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170423 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -23913464.000000 Penalty: 5994.406250
	Iteration 23Q: 3 clusters Score -2.391346e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171534 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -23913454.000000 Penalty: 5994.406250
	Iteration 24Q: 3 clusters Score -2.391345e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172447 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -23913236.000000 Penalty: 5994.406250
	Iteration 25Q: 3 clusters Score -2.391324e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173150 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -23913222.000000 Penalty: 5994.406250
	Iteration 26Q: 3 clusters Score -2.391322e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173711 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -23913154.000000 Penalty: 5994.406250
	Iteration 27Q: 3 clusters Score -2.391315e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174201 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -23913248.000000 Penalty: 5994.406250
	Iteration 28Q: 3 clusters Score -2.391325e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174598 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -23913262.000000 Penalty: 5994.406250
	Iteration 29Q: 3 clusters Score -2.391326e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174895 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -23913220.000000 Penalty: 5994.406250
	Iteration 30Q: 3 clusters Score -2.391322e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175137 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -23913162.000000 Penalty: 5994.406250
	Iteration 31Q: 3 clusters Score -2.391316e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175334 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -23913120.000000 Penalty: 5994.406250
	Iteration 32Q: 3 clusters Score -2.391312e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175477 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -23913096.000000 Penalty: 5994.406250
	Iteration 33Q: 3 clusters Score -2.39131e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -23913056.000000 Penalty: 5994.406250
	Iteration 34Q: 3 clusters Score -2.391306e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175721 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -23912996.000000 Penalty: 5994.406250
	Iteration 35Q: 3 clusters Score -2.3913e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175818 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -23912956.000000 Penalty: 5994.406250
	Iteration 36Q: 3 clusters Score -2.391296e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -23912900.000000 Penalty: 5994.406250
	Iteration 37Q: 3 clusters Score -2.39129e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175991 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -23912908.000000 Penalty: 5994.406250
	Iteration 38Q: 3 clusters Score -2.391291e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176054 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -23912902.000000 Penalty: 5994.406250
	Iteration 39Q: 3 clusters Score -2.39129e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176107 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -23912872.000000 Penalty: 5994.406250
	Iteration 40F: 3 clusters Score -2.391287e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176155 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23912860.000000 Penalty: 5994.406250
	Iteration 41Q: 3 clusters Score -2.391286e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176194 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -23912854.000000 Penalty: 5994.406250
	Iteration 42Q: 3 clusters Score -2.391285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176222 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -23912830.000000 Penalty: 5994.406250
	Iteration 43Q: 3 clusters Score -2.391283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176244 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -23912806.000000 Penalty: 5994.406250
	Iteration 44Q: 3 clusters Score -2.391281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176259 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -23912814.000000 Penalty: 5994.406250
	Iteration 45Q: 3 clusters Score -2.391281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -23912816.000000 Penalty: 5994.406250
	Iteration 46Q: 3 clusters Score -2.391282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176287 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -23912810.000000 Penalty: 5994.406250
	Iteration 47Q: 3 clusters Score -2.391281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176302 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -23912794.000000 Penalty: 5994.406250
	Iteration 48Q: 3 clusters Score -2.391279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176313 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -23912800.000000 Penalty: 5994.406250
	Iteration 49Q: 3 clusters Score -2.39128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176323 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -23912800.000000 Penalty: 5994.406250
	Iteration 50Q: 3 clusters Score -2.39128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176334 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -23912804.000000 Penalty: 5994.406250
	Iteration 51Q: 3 clusters Score -2.39128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176345 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -23912774.000000 Penalty: 5994.406250
	Iteration 52Q: 3 clusters Score -2.391277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176357 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -23912758.000000 Penalty: 5994.406250
	Iteration 53Q: 3 clusters Score -2.391276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176366 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -23912760.000000 Penalty: 5994.406250
	Iteration 54Q: 3 clusters Score -2.391276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176370 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -23912754.000000 Penalty: 5994.406250
	Iteration 55Q: 3 clusters Score -2.391275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176374 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -23912770.000000 Penalty: 5994.406250
	Iteration 56Q: 3 clusters Score -2.391277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176380 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -23912776.000000 Penalty: 5994.406250
	Iteration 57Q: 3 clusters Score -2.391278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176391 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -23912778.000000 Penalty: 5994.406250
	Iteration 58Q: 3 clusters Score -2.391278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176400 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -23912776.000000 Penalty: 5994.406250
	Iteration 59Q: 3 clusters Score -2.391278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176406 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -23912774.000000 Penalty: 5994.406250
	Iteration 60F: 3 clusters Score -2.391277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176411 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -23912774.000000 Penalty: 5994.406250
	Iteration 61Q: 3 clusters Score -2.391277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176415 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23912780.000000 Penalty: 5994.406250
	Iteration 62Q: 3 clusters Score -2.391278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176419 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -23912778.000000 Penalty: 5994.406250
	Iteration 63Q: 3 clusters Score -2.391278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176421 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -23912764.000000 Penalty: 5994.406250
	Iteration 64Q: 3 clusters Score -2.391276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176425 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -23912762.000000 Penalty: 5994.406250
	Iteration 65Q: 3 clusters Score -2.391276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176427 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -23912784.000000 Penalty: 5994.406250
	Iteration 66Q: 3 clusters Score -2.391278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176430 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23912784.000000 Penalty: 5994.406250
	Iteration 67Q: 3 clusters Score -2.391278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176430 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23912784.000000 Penalty: 5994.406250
	Iteration 68F: 3 clusters Score -2.391278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -21817546.000000 Penalty: 2975.631348
	Iteration 0F: 2 clusters Score -2.181755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 81281 members 
Entering Unmasked Estep 
Score: -21709018.000000 Penalty: 5951.262695
	Iteration 0F: 3 clusters Score -2.170902e+07 nChanged 77873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -21754484.000000 Penalty: 5951.262695
	Iteration 1F: 3 clusters Score -2.175448e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
Score: -21755244.000000 Penalty: 5951.262695
	Iteration 2Q: 3 clusters Score -2.175524e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
Score: -21756182.000000 Penalty: 5951.262695
	Iteration 3Q: 3 clusters Score -2.175618e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -21757592.000000 Penalty: 5951.262695
	Iteration 4Q: 3 clusters Score -2.175759e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -21759386.000000 Penalty: 5951.262695
	Iteration 5Q: 3 clusters Score -2.175939e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75248 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -21762336.000000 Penalty: 5951.262695
	Iteration 6Q: 3 clusters Score -2.176234e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -21767044.000000 Penalty: 5951.262695
	Iteration 7F: 3 clusters Score -2.176704e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -21773802.000000 Penalty: 5951.262695
	Iteration 8F: 3 clusters Score -2.17738e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 101463 members 
Entering Unmasked Estep 
Score: -21783384.000000 Penalty: 5951.262695
	Iteration 9F: 3 clusters Score -2.178338e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -21792860.000000 Penalty: 5951.262695
	Iteration 10F: 3 clusters Score -2.179286e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 110048 members 
Entering Unmasked Estep 
Score: -21798014.000000 Penalty: 5951.262695
	Iteration 11F: 3 clusters Score -2.179801e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 112688 members 
Entering Unmasked Estep 
Score: -21800210.000000 Penalty: 5951.262695
	Iteration 12Q: 3 clusters Score -2.180021e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
Score: -21801362.000000 Penalty: 5951.262695
	Iteration 13Q: 3 clusters Score -2.180136e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -21802392.000000 Penalty: 5951.262695
	Iteration 14Q: 3 clusters Score -2.180239e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -21803280.000000 Penalty: 5951.262695
	Iteration 15Q: 3 clusters Score -2.180328e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 121516 members 
Entering Unmasked Estep 
Score: -21804020.000000 Penalty: 5951.262695
	Iteration 16Q: 3 clusters Score -2.180402e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 123563 members 
Entering Unmasked Estep 
Score: -21804816.000000 Penalty: 5951.262695
	Iteration 17Q: 3 clusters Score -2.180482e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 125506 members 
Entering Unmasked Estep 
Score: -21805358.000000 Penalty: 5951.262695
	Iteration 18Q: 3 clusters Score -2.180536e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 127406 members 
Entering Unmasked Estep 
Score: -21805868.000000 Penalty: 5951.262695
	Iteration 19Q: 3 clusters Score -2.180587e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 129253 members 
Entering Unmasked Estep 
Score: -21806358.000000 Penalty: 5951.262695
	Iteration 20F: 3 clusters Score -2.180636e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 131068 members 
Entering Unmasked Estep 
Score: -21806908.000000 Penalty: 5951.262695
	Iteration 21Q: 3 clusters Score -2.180691e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 132982 members 
Entering Unmasked Estep 
Score: -21807542.000000 Penalty: 5951.262695
	Iteration 22Q: 3 clusters Score -2.180754e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 134845 members 
Entering Unmasked Estep 
Score: -21808122.000000 Penalty: 5951.262695
	Iteration 23Q: 3 clusters Score -2.180812e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 136657 members 
Entering Unmasked Estep 
Score: -21808666.000000 Penalty: 5951.262695
	Iteration 24Q: 3 clusters Score -2.180867e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 138435 members 
Entering Unmasked Estep 
Score: -21809134.000000 Penalty: 5951.262695
	Iteration 25Q: 3 clusters Score -2.180913e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 140280 members 
Entering Unmasked Estep 
Score: -21809736.000000 Penalty: 5951.262695
	Iteration 26Q: 3 clusters Score -2.180974e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 142071 members 
Entering Unmasked Estep 
Score: -21810262.000000 Penalty: 5951.262695
	Iteration 27Q: 3 clusters Score -2.181026e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 143794 members 
Entering Unmasked Estep 
Score: -21810830.000000 Penalty: 5951.262695
	Iteration 28Q: 3 clusters Score -2.181083e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 145413 members 
Entering Unmasked Estep 
Score: -21811216.000000 Penalty: 5951.262695
	Iteration 29Q: 3 clusters Score -2.181122e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 146967 members 
Entering Unmasked Estep 
Score: -21811730.000000 Penalty: 5951.262695
	Iteration 30Q: 3 clusters Score -2.181173e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 148519 members 
Entering Unmasked Estep 
Score: -21812138.000000 Penalty: 5951.262695
	Iteration 31Q: 3 clusters Score -2.181214e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 149997 members 
Entering Unmasked Estep 
Score: -21812540.000000 Penalty: 5951.262695
	Iteration 32Q: 3 clusters Score -2.181254e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 151424 members 
Entering Unmasked Estep 
Score: -21812964.000000 Penalty: 5951.262695
	Iteration 33Q: 3 clusters Score -2.181296e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 152733 members 
Entering Unmasked Estep 
Score: -21813344.000000 Penalty: 5951.262695
	Iteration 34Q: 3 clusters Score -2.181334e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 153916 members 
Entering Unmasked Estep 
Score: -21813606.000000 Penalty: 5951.262695
	Iteration 35Q: 3 clusters Score -2.181361e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -21813996.000000 Penalty: 5951.262695
	Iteration 36Q: 3 clusters Score -2.1814e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 155833 members 
Entering Unmasked Estep 
Score: -21814234.000000 Penalty: 5951.262695
	Iteration 37Q: 3 clusters Score -2.181423e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 156613 members 
Entering Unmasked Estep 
Score: -21814442.000000 Penalty: 5951.262695
	Iteration 38Q: 3 clusters Score -2.181444e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 157276 members 
Entering Unmasked Estep 
Score: -21814592.000000 Penalty: 5951.262695
	Iteration 39Q: 3 clusters Score -2.181459e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 157883 members 
Entering Unmasked Estep 
Score: -21814688.000000 Penalty: 5951.262695
	Iteration 40F: 3 clusters Score -2.181469e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 158395 members 
Entering Unmasked Estep 
Score: -21814770.000000 Penalty: 5951.262695
	Iteration 41Q: 3 clusters Score -2.181477e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 158807 members 
Entering Unmasked Estep 
Score: -21814904.000000 Penalty: 5951.262695
	Iteration 42Q: 3 clusters Score -2.18149e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 159154 members 
Entering Unmasked Estep 
Score: -21815000.000000 Penalty: 5951.262695
	Iteration 43Q: 3 clusters Score -2.1815e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 159464 members 
Entering Unmasked Estep 
Score: -21815088.000000 Penalty: 5951.262695
	Iteration 44Q: 3 clusters Score -2.181509e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -21815154.000000 Penalty: 5951.262695
	Iteration 45Q: 3 clusters Score -2.181515e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 159919 members 
Entering Unmasked Estep 
Score: -21815162.000000 Penalty: 5951.262695
	Iteration 46Q: 3 clusters Score -2.181516e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 160126 members 
Entering Unmasked Estep 
Score: -21815158.000000 Penalty: 5951.262695
	Iteration 47Q: 3 clusters Score -2.181516e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 160306 members 
Entering Unmasked Estep 
Score: -21815160.000000 Penalty: 5951.262695
	Iteration 48Q: 3 clusters Score -2.181516e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 160461 members 
Entering Unmasked Estep 
Score: -21815214.000000 Penalty: 5951.262695
	Iteration 49Q: 3 clusters Score -2.181521e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 160577 members 
Entering Unmasked Estep 
Score: -21815176.000000 Penalty: 5951.262695
	Iteration 50Q: 3 clusters Score -2.181518e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 160685 members 
Entering Unmasked Estep 
Score: -21815168.000000 Penalty: 5951.262695
	Iteration 51Q: 3 clusters Score -2.181517e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -21815166.000000 Penalty: 5951.262695
	Iteration 52Q: 3 clusters Score -2.181517e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 160880 members 
Entering Unmasked Estep 
Score: -21815172.000000 Penalty: 5951.262695
	Iteration 53Q: 3 clusters Score -2.181517e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 160966 members 
Entering Unmasked Estep 
Score: -21815186.000000 Penalty: 5951.262695
	Iteration 54Q: 3 clusters Score -2.181519e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 161032 members 
Entering Unmasked Estep 
Score: -21815188.000000 Penalty: 5951.262695
	Iteration 55Q: 3 clusters Score -2.181519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 161079 members 
Entering Unmasked Estep 
Score: -21815166.000000 Penalty: 5951.262695
	Iteration 56Q: 3 clusters Score -2.181517e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 161116 members 
Entering Unmasked Estep 
Score: -21815198.000000 Penalty: 5951.262695
	Iteration 57Q: 3 clusters Score -2.18152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 161147 members 
Entering Unmasked Estep 
Score: -21815208.000000 Penalty: 5951.262695
	Iteration 58Q: 3 clusters Score -2.181521e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 161182 members 
Entering Unmasked Estep 
Score: -21815216.000000 Penalty: 5951.262695
	Iteration 59Q: 3 clusters Score -2.181522e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 161215 members 
Entering Unmasked Estep 
Score: -21815192.000000 Penalty: 5951.262695
	Iteration 60F: 3 clusters Score -2.181519e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 161245 members 
Entering Unmasked Estep 
Score: -21815186.000000 Penalty: 5951.262695
	Iteration 61Q: 3 clusters Score -2.181519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 161263 members 
Entering Unmasked Estep 
Score: -21815172.000000 Penalty: 5951.262695
	Iteration 62Q: 3 clusters Score -2.181517e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 161285 members 
Entering Unmasked Estep 
Score: -21815164.000000 Penalty: 5951.262695
	Iteration 63Q: 3 clusters Score -2.181516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 161297 members 
Entering Unmasked Estep 
Score: -21815172.000000 Penalty: 5951.262695
	Iteration 64Q: 3 clusters Score -2.181517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -21815178.000000 Penalty: 5951.262695
	Iteration 65Q: 3 clusters Score -2.181518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 161327 members 
Entering Unmasked Estep 
Score: -21815170.000000 Penalty: 5951.262695
	Iteration 66Q: 3 clusters Score -2.181517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 161342 members 
Entering Unmasked Estep 
Score: -21815178.000000 Penalty: 5951.262695
	Iteration 67Q: 3 clusters Score -2.181518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 161364 members 
Entering Unmasked Estep 
Score: -21815182.000000 Penalty: 5951.262695
	Iteration 68Q: 3 clusters Score -2.181518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 161381 members 
Entering Unmasked Estep 
Score: -21815196.000000 Penalty: 5951.262695
	Iteration 69Q: 3 clusters Score -2.18152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 161393 members 
Entering Unmasked Estep 
Score: -21815222.000000 Penalty: 5951.262695
	Iteration 70Q: 3 clusters Score -2.181522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 161399 members 
Entering Unmasked Estep 
Score: -21815236.000000 Penalty: 5951.262695
	Iteration 71Q: 3 clusters Score -2.181524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 161407 members 
Entering Unmasked Estep 
Score: -21815232.000000 Penalty: 5951.262695
	Iteration 72Q: 3 clusters Score -2.181523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 161417 members 
Entering Unmasked Estep 
Score: -21815238.000000 Penalty: 5951.262695
	Iteration 73Q: 3 clusters Score -2.181524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 161429 members 
Entering Unmasked Estep 
Score: -21815270.000000 Penalty: 5951.262695
	Iteration 74Q: 3 clusters Score -2.181527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 161437 members 
Entering Unmasked Estep 
Score: -21815262.000000 Penalty: 5951.262695
	Iteration 75Q: 3 clusters Score -2.181526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 161449 members 
Entering Unmasked Estep 
Score: -21815256.000000 Penalty: 5951.262695
	Iteration 76Q: 3 clusters Score -2.181526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 161452 members 
Entering Unmasked Estep 
Score: -21815266.000000 Penalty: 5951.262695
	Iteration 77Q: 3 clusters Score -2.181527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 161456 members 
Entering Unmasked Estep 
Score: -21815246.000000 Penalty: 5951.262695
	Iteration 78Q: 3 clusters Score -2.181525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 161460 members 
Entering Unmasked Estep 
Score: -21815256.000000 Penalty: 5951.262695
	Iteration 79Q: 3 clusters Score -2.181526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 161466 members 
Entering Unmasked Estep 
Score: -21815236.000000 Penalty: 5951.262695
	Iteration 80F: 3 clusters Score -2.181524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 161469 members 
Entering Unmasked Estep 
Score: -21815248.000000 Penalty: 5951.262695
	Iteration 81Q: 3 clusters Score -2.181525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 161475 members 
Entering Unmasked Estep 
Score: -21815244.000000 Penalty: 5951.262695
	Iteration 82Q: 3 clusters Score -2.181524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 161478 members 
Entering Unmasked Estep 
Score: -21815244.000000 Penalty: 5951.262695
	Iteration 83Q: 3 clusters Score -2.181524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 161480 members 
Entering Unmasked Estep 
Score: -21815244.000000 Penalty: 5951.262695
	Iteration 84Q: 3 clusters Score -2.181524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 161482 members 
Entering Unmasked Estep 
Score: -21815238.000000 Penalty: 5951.262695
	Iteration 85Q: 3 clusters Score -2.181524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 161484 members 
Entering Unmasked Estep 
Score: -21815238.000000 Penalty: 5951.262695
	Iteration 86Q: 3 clusters Score -2.181524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 161485 members 
Entering Unmasked Estep 
Score: -21815236.000000 Penalty: 5951.262695
	Iteration 87Q: 3 clusters Score -2.181524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 161487 members 
Entering Unmasked Estep 
Score: -21815234.000000 Penalty: 5951.262695
	Iteration 88Q: 3 clusters Score -2.181523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 161490 members 
Entering Unmasked Estep 
Score: -21815236.000000 Penalty: 5951.262695
	Iteration 89Q: 3 clusters Score -2.181524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 161490 members 
Entering Unmasked Estep 
Score: -21815230.000000 Penalty: 5951.262695
	Iteration 90Q: 3 clusters Score -2.181523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -21815232.000000 Penalty: 5951.262695
	Iteration 91Q: 3 clusters Score -2.181523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -21815232.000000 Penalty: 5951.262695
	Iteration 92F: 3 clusters Score -2.181523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -165714.390625 Penalty: 1771.421265
	Iteration 0F: 2 clusters Score -165714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -163553.500000 Penalty: 3542.842529
	Iteration 0F: 3 clusters Score -163553.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -163924.718750 Penalty: 3542.842529
	Iteration 1F: 3 clusters Score -163924.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -164031.343750 Penalty: 3542.842529
	Iteration 2F: 3 clusters Score -164031.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -164080.625000 Penalty: 3542.842529
	Iteration 3Q: 3 clusters Score -164080.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -164122.437500 Penalty: 3542.842529
	Iteration 4Q: 3 clusters Score -164122.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -164146.875000 Penalty: 3542.842529
	Iteration 5Q: 3 clusters Score -164146.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -164164.609375 Penalty: 3542.842529
	Iteration 6Q: 3 clusters Score -164164.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -164172.328125 Penalty: 3542.842529
	Iteration 7Q: 3 clusters Score -164172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -164175.562500 Penalty: 3542.842529
	Iteration 8Q: 3 clusters Score -164175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -164179.765625 Penalty: 3542.842529
	Iteration 9Q: 3 clusters Score -164179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -164181.859375 Penalty: 3542.842529
	Iteration 10Q: 3 clusters Score -164181.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -164181.859375 Penalty: 3542.842529
	Iteration 11F: 3 clusters Score -164181.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Entering Unmasked Estep 
Score: -3794883.750000 Penalty: 2538.631592
	Iteration 0F: 2 clusters Score -3794884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3775739.250000 Penalty: 5077.263184
	Iteration 0F: 3 clusters Score -3775739 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3782519.750000 Penalty: 5077.263184
	Iteration 1F: 3 clusters Score -3782520 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3783037.250000 Penalty: 5077.263184
	Iteration 2Q: 3 clusters Score -3783037 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3783448.250000 Penalty: 5077.263184
	Iteration 3Q: 3 clusters Score -3783448 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3783846.500000 Penalty: 5077.263184
	Iteration 4Q: 3 clusters Score -3783846 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3784313.000000 Penalty: 5077.263184
	Iteration 5Q: 3 clusters Score -3784313 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3784838.000000 Penalty: 5077.263184
	Iteration 6Q: 3 clusters Score -3784838 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3785509.750000 Penalty: 5077.263184
	Iteration 7Q: 3 clusters Score -3785510 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3786386.250000 Penalty: 5077.263184
	Iteration 8F: 3 clusters Score -3786386 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3787502.750000 Penalty: 5077.263184
	Iteration 9F: 3 clusters Score -3787503 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3788771.250000 Penalty: 5077.263184
	Iteration 10F: 3 clusters Score -3788771 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3790040.250000 Penalty: 5077.263184
	Iteration 11F: 3 clusters Score -3790040 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -3791193.750000 Penalty: 5077.263184
	Iteration 12F: 3 clusters Score -3791194 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3792114.250000 Penalty: 5077.263184
	Iteration 13Q: 3 clusters Score -3792114 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3792751.750000 Penalty: 5077.263184
	Iteration 14Q: 3 clusters Score -3792752 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -3793207.250000 Penalty: 5077.263184
	Iteration 15Q: 3 clusters Score -3793207 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3793536.000000 Penalty: 5077.263184
	Iteration 16Q: 3 clusters Score -3793536 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3793712.750000 Penalty: 5077.263184
	Iteration 17Q: 3 clusters Score -3793713 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3793848.500000 Penalty: 5077.263184
	Iteration 18Q: 3 clusters Score -3793848 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3793941.250000 Penalty: 5077.263184
	Iteration 19Q: 3 clusters Score -3793941 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3793977.750000 Penalty: 5077.263184
	Iteration 20F: 3 clusters Score -3793978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3794018.750000 Penalty: 5077.263184
	Iteration 21Q: 3 clusters Score -3794019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3794049.000000 Penalty: 5077.263184
	Iteration 22Q: 3 clusters Score -3794049 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3794065.000000 Penalty: 5077.263184
	Iteration 23Q: 3 clusters Score -3794065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3794065.500000 Penalty: 5077.263184
	Iteration 24Q: 3 clusters Score -3794066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3794067.000000 Penalty: 5077.263184
	Iteration 25Q: 3 clusters Score -3794067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3794069.750000 Penalty: 5077.263184
	Iteration 26Q: 3 clusters Score -3794070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3794064.000000 Penalty: 5077.263184
	Iteration 27Q: 3 clusters Score -3794064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3794067.750000 Penalty: 5077.263184
	Iteration 28Q: 3 clusters Score -3794068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3794070.250000 Penalty: 5077.263184
	Iteration 29Q: 3 clusters Score -3794070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3794072.250000 Penalty: 5077.263184
	Iteration 30Q: 3 clusters Score -3794072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3794075.250000 Penalty: 5077.263184
	Iteration 31Q: 3 clusters Score -3794075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3794073.500000 Penalty: 5077.263184
	Iteration 32Q: 3 clusters Score -3794074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3794073.750000 Penalty: 5077.263184
	Iteration 33Q: 3 clusters Score -3794074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3794075.000000 Penalty: 5077.263184
	Iteration 34Q: 3 clusters Score -3794075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3794077.500000 Penalty: 5077.263184
	Iteration 35Q: 3 clusters Score -3794078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3794076.750000 Penalty: 5077.263184
	Iteration 36Q: 3 clusters Score -3794077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3794080.500000 Penalty: 5077.263184
	Iteration 37Q: 3 clusters Score -3794080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3794086.750000 Penalty: 5077.263184
	Iteration 38Q: 3 clusters Score -3794087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3794089.500000 Penalty: 5077.263184
	Iteration 39Q: 3 clusters Score -3794090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3794091.250000 Penalty: 5077.263184
	Iteration 40F: 3 clusters Score -3794091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3794091.500000 Penalty: 5077.263184
	Iteration 41Q: 3 clusters Score -3794092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3794091.250000 Penalty: 5077.263184
	Iteration 42Q: 3 clusters Score -3794091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3794091.250000 Penalty: 5077.263184
	Iteration 43Q: 3 clusters Score -3794091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3794098.000000 Penalty: 5077.263184
	Iteration 44Q: 3 clusters Score -3794098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3794107.250000 Penalty: 5077.263184
	Iteration 45Q: 3 clusters Score -3794107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3794108.250000 Penalty: 5077.263184
	Iteration 46Q: 3 clusters Score -3794108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3794108.750000 Penalty: 5077.263184
	Iteration 47Q: 3 clusters Score -3794109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3794106.750000 Penalty: 5077.263184
	Iteration 48Q: 3 clusters Score -3794107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3794107.000000 Penalty: 5077.263184
	Iteration 49Q: 3 clusters Score -3794107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3794103.250000 Penalty: 5077.263184
	Iteration 50Q: 3 clusters Score -3794103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -3794106.250000 Penalty: 5077.263184
	Iteration 51Q: 3 clusters Score -3794106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -3794106.250000 Penalty: 5077.263184
	Iteration 52F: 3 clusters Score -3794106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -160473.437500 Penalty: 1780.657349
	Iteration 0F: 2 clusters Score -160473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158371.515625 Penalty: 3561.314697
	Iteration 0F: 3 clusters Score -158371.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -158901.828125 Penalty: 3561.314697
	Iteration 1F: 3 clusters Score -158901.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -159273.109375 Penalty: 3561.314697
	Iteration 2F: 3 clusters Score -159273.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159772.453125 Penalty: 3561.314697
	Iteration 3F: 3 clusters Score -159772.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -160429.656250 Penalty: 3561.314697
	Iteration 4F: 3 clusters Score -160429.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -160922.125000 Penalty: 3561.314697
	Iteration 5F: 3 clusters Score -160922.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -160977.093750 Penalty: 3561.314697
	Iteration 6Q: 3 clusters Score -160977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -160987.718750 Penalty: 3561.314697
	Iteration 7Q: 3 clusters Score -160987.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -160997.921875 Penalty: 3561.314697
	Iteration 8Q: 3 clusters Score -160997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -161001.265625 Penalty: 3561.314697
	Iteration 9Q: 3 clusters Score -161001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161002.625000 Penalty: 3561.314697
	Iteration 10Q: 3 clusters Score -161002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -161003.968750 Penalty: 3561.314697
	Iteration 11Q: 3 clusters Score -161004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -161006.734375 Penalty: 3561.314697
	Iteration 12Q: 3 clusters Score -161006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -161010.125000 Penalty: 3561.314697
	Iteration 13Q: 3 clusters Score -161010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -161012.265625 Penalty: 3561.314697
	Iteration 14Q: 3 clusters Score -161012.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -161012.265625 Penalty: 3561.314697
	Iteration 15F: 3 clusters Score -161012.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 2023 members 
Mstep: Class 3 contains 8803 members 
Mstep: Class 4 contains 47674 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30337 members 
Mstep: Class 7 contains 179139 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177282 members 
Mstep: Class 11 contains 162513 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 27901 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 49205 members 
Mstep: Class 16 contains 54216 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48190 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 188861 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14294 members 
Entering Unmasked Estep 
Score: -144351472.000000 Penalty: 75875.242188
Splitting cluster 14 changes total score from -144352896.000000 to -144351472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (49205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Entering Unmasked Estep 
Score: -6425351.000000 Penalty: 2679.330322
	Iteration 0F: 2 clusters Score -6425351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -6392398.000000 Penalty: 5358.660645
	Iteration 0F: 3 clusters Score -6392398 nChanged 22593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -6404903.000000 Penalty: 5358.660645
	Iteration 1F: 3 clusters Score -6404903 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -6405533.000000 Penalty: 5358.660645
	Iteration 2Q: 3 clusters Score -6405533 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -6406245.500000 Penalty: 5358.660645
	Iteration 3Q: 3 clusters Score -6406246 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -6407200.000000 Penalty: 5358.660645
	Iteration 4Q: 3 clusters Score -6407200 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -6408505.500000 Penalty: 5358.660645
	Iteration 5F: 3 clusters Score -6408506 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -6410294.000000 Penalty: 5358.660645
	Iteration 6F: 3 clusters Score -6410294 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -6412834.500000 Penalty: 5358.660645
	Iteration 7F: 3 clusters Score -6412834 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -6415922.000000 Penalty: 5358.660645
	Iteration 8F: 3 clusters Score -6415922 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -6418812.500000 Penalty: 5358.660645
	Iteration 9F: 3 clusters Score -6418812 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -6420994.500000 Penalty: 5358.660645
	Iteration 10Q: 3 clusters Score -6420994 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -6422148.500000 Penalty: 5358.660645
	Iteration 11Q: 3 clusters Score -6422148 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -6422644.500000 Penalty: 5358.660645
	Iteration 12Q: 3 clusters Score -6422644 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -6422857.500000 Penalty: 5358.660645
	Iteration 13Q: 3 clusters Score -6422858 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -6422963.000000 Penalty: 5358.660645
	Iteration 14Q: 3 clusters Score -6422963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -6423032.000000 Penalty: 5358.660645
	Iteration 15Q: 3 clusters Score -6423032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -6423048.000000 Penalty: 5358.660645
	Iteration 16Q: 3 clusters Score -6423048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -6423067.500000 Penalty: 5358.660645
	Iteration 17Q: 3 clusters Score -6423068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -6423076.500000 Penalty: 5358.660645
	Iteration 18Q: 3 clusters Score -6423076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -6423089.000000 Penalty: 5358.660645
	Iteration 19Q: 3 clusters Score -6423089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -6423091.500000 Penalty: 5358.660645
	Iteration 20F: 3 clusters Score -6423092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -6423100.500000 Penalty: 5358.660645
	Iteration 21Q: 3 clusters Score -6423100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -6423098.000000 Penalty: 5358.660645
	Iteration 22Q: 3 clusters Score -6423098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -6423104.000000 Penalty: 5358.660645
	Iteration 23Q: 3 clusters Score -6423104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -6423109.500000 Penalty: 5358.660645
	Iteration 24Q: 3 clusters Score -6423110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -6423113.000000 Penalty: 5358.660645
	Iteration 25Q: 3 clusters Score -6423113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -6423119.000000 Penalty: 5358.660645
	Iteration 26Q: 3 clusters Score -6423119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -6423122.000000 Penalty: 5358.660645
	Iteration 27Q: 3 clusters Score -6423122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -6423121.500000 Penalty: 5358.660645
	Iteration 28Q: 3 clusters Score -6423122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -6423124.500000 Penalty: 5358.660645
	Iteration 29Q: 3 clusters Score -6423124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -6423133.500000 Penalty: 5358.660645
	Iteration 30Q: 3 clusters Score -6423134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -6423130.000000 Penalty: 5358.660645
	Iteration 31Q: 3 clusters Score -6423130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -6423130.000000 Penalty: 5358.660645
	Iteration 32F: 3 clusters Score -6423130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Entering Unmasked Estep 
Score: -7357803.500000 Penalty: 2703.381348
	Iteration 0F: 2 clusters Score -7357804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -7321411.000000 Penalty: 5406.762695
	Iteration 0F: 3 clusters Score -7321411 nChanged 24944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -7334929.000000 Penalty: 5406.762695
	Iteration 1F: 3 clusters Score -7334929 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -7335478.500000 Penalty: 5406.762695
	Iteration 2Q: 3 clusters Score -7335478 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -7336140.000000 Penalty: 5406.762695
	Iteration 3Q: 3 clusters Score -7336140 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -7336956.500000 Penalty: 5406.762695
	Iteration 4Q: 3 clusters Score -7336956 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -7338035.500000 Penalty: 5406.762695
	Iteration 5Q: 3 clusters Score -7338036 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -7339215.500000 Penalty: 5406.762695
	Iteration 6Q: 3 clusters Score -7339216 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -7340562.000000 Penalty: 5406.762695
	Iteration 7Q: 3 clusters Score -7340562 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -7341838.000000 Penalty: 5406.762695
	Iteration 8F: 3 clusters Score -7341838 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -7343002.500000 Penalty: 5406.762695
	Iteration 9F: 3 clusters Score -7343002 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -7344170.000000 Penalty: 5406.762695
	Iteration 10F: 3 clusters Score -7344170 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -7345288.000000 Penalty: 5406.762695
	Iteration 11Q: 3 clusters Score -7345288 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -7346272.500000 Penalty: 5406.762695
	Iteration 12Q: 3 clusters Score -7346272 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -7347184.500000 Penalty: 5406.762695
	Iteration 13Q: 3 clusters Score -7347184 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -7348038.500000 Penalty: 5406.762695
	Iteration 14Q: 3 clusters Score -7348038 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -7348751.500000 Penalty: 5406.762695
	Iteration 15Q: 3 clusters Score -7348752 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -7349408.000000 Penalty: 5406.762695
	Iteration 16Q: 3 clusters Score -7349408 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -7349969.000000 Penalty: 5406.762695
	Iteration 17Q: 3 clusters Score -7349969 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -7350489.000000 Penalty: 5406.762695
	Iteration 18Q: 3 clusters Score -7350489 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -7350885.500000 Penalty: 5406.762695
	Iteration 19Q: 3 clusters Score -7350886 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -7351243.000000 Penalty: 5406.762695
	Iteration 20F: 3 clusters Score -7351243 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -7351608.000000 Penalty: 5406.762695
	Iteration 21Q: 3 clusters Score -7351608 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -7351973.000000 Penalty: 5406.762695
	Iteration 22Q: 3 clusters Score -7351973 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -7352399.000000 Penalty: 5406.762695
	Iteration 23Q: 3 clusters Score -7352399 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -7352894.500000 Penalty: 5406.762695
	Iteration 24Q: 3 clusters Score -7352894 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -7353357.500000 Penalty: 5406.762695
	Iteration 25Q: 3 clusters Score -7353358 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -7353951.000000 Penalty: 5406.762695
	Iteration 26Q: 3 clusters Score -7353951 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -7354608.500000 Penalty: 5406.762695
	Iteration 27Q: 3 clusters Score -7354608 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -7355251.500000 Penalty: 5406.762695
	Iteration 28Q: 3 clusters Score -7355252 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -7355846.500000 Penalty: 5406.762695
	Iteration 29Q: 3 clusters Score -7355846 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -7356405.000000 Penalty: 5406.762695
	Iteration 30Q: 3 clusters Score -7356405 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -7356955.500000 Penalty: 5406.762695
	Iteration 31Q: 3 clusters Score -7356956 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -7357423.500000 Penalty: 5406.762695
	Iteration 32Q: 3 clusters Score -7357424 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -7357871.000000 Penalty: 5406.762695
	Iteration 33Q: 3 clusters Score -7357871 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -7358157.500000 Penalty: 5406.762695
	Iteration 34Q: 3 clusters Score -7358158 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -7358355.000000 Penalty: 5406.762695
	Iteration 35Q: 3 clusters Score -7358355 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -7358431.500000 Penalty: 5406.762695
	Iteration 36Q: 3 clusters Score -7358432 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -7358466.500000 Penalty: 5406.762695
	Iteration 37Q: 3 clusters Score -7358466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -7358500.500000 Penalty: 5406.762695
	Iteration 38Q: 3 clusters Score -7358500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -7358531.000000 Penalty: 5406.762695
	Iteration 39Q: 3 clusters Score -7358531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -7358665.500000 Penalty: 5406.762695
	Iteration 40F: 3 clusters Score -7358666 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -7358865.000000 Penalty: 5406.762695
	Iteration 41Q: 3 clusters Score -7358865 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -7358966.500000 Penalty: 5406.762695
	Iteration 42Q: 3 clusters Score -7358966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -7359023.500000 Penalty: 5406.762695
	Iteration 43Q: 3 clusters Score -7359024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -7359067.000000 Penalty: 5406.762695
	Iteration 44Q: 3 clusters Score -7359067 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -7359078.000000 Penalty: 5406.762695
	Iteration 45Q: 3 clusters Score -7359078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -7359100.500000 Penalty: 5406.762695
	Iteration 46Q: 3 clusters Score -7359100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -7359117.500000 Penalty: 5406.762695
	Iteration 47Q: 3 clusters Score -7359118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -7359121.000000 Penalty: 5406.762695
	Iteration 48Q: 3 clusters Score -7359121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -7359130.000000 Penalty: 5406.762695
	Iteration 49Q: 3 clusters Score -7359130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -7359122.000000 Penalty: 5406.762695
	Iteration 50Q: 3 clusters Score -7359122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7359128.500000 Penalty: 5406.762695
	Iteration 51Q: 3 clusters Score -7359128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -7359129.500000 Penalty: 5406.762695
	Iteration 52Q: 3 clusters Score -7359130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -7359135.000000 Penalty: 5406.762695
	Iteration 53Q: 3 clusters Score -7359135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -7359132.500000 Penalty: 5406.762695
	Iteration 54Q: 3 clusters Score -7359132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -7359129.500000 Penalty: 5406.762695
	Iteration 55Q: 3 clusters Score -7359130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -7359129.500000 Penalty: 5406.762695
	Iteration 56F: 3 clusters Score -7359130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 2023 members 
Mstep: Class 3 contains 8803 members 
Mstep: Class 4 contains 47674 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30337 members 
Mstep: Class 7 contains 179139 members 
Mstep: Class 8 contains 52470 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177282 members 
Mstep: Class 11 contains 162513 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 27901 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49205 members 
Mstep: Class 16 contains 1746 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48190 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 188861 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14294 members 
Entering Unmasked Estep 
Score: -144353408.000000 Penalty: 75875.242188
Splitting cluster 16 changes total score from -144352896.000000 to -144353408.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 17 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -111057.078125 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -111057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109216.359375 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -109216.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -109489.570312 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -109489.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109698.039062 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -109698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -109948.195312 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -109948.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110135.367188 Penalty: 3360.581787
	Iteration 4F: 3 clusters Score -110135.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -110216.023438 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -110216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -110262.984375 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -110263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110302.960938 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -110303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -110336.250000 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -110336.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110374.750000 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -110374.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -110404.898438 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -110404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110423.976562 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -110424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110441.140625 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -110441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110455.507812 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -110455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -110461.453125 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -110461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110466.132812 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -110466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -110477.773438 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -110477.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -110490.242188 Penalty: 3360.581787
	Iteration 17Q: 3 clusters Score -110490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -110500.226562 Penalty: 3360.581787
	Iteration 18Q: 3 clusters Score -110500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -110506.312500 Penalty: 3360.581787
	Iteration 19Q: 3 clusters Score -110506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -110511.953125 Penalty: 3360.581787
	Iteration 20F: 3 clusters Score -110512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -110520.476562 Penalty: 3360.581787
	Iteration 21Q: 3 clusters Score -110520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -110528.875000 Penalty: 3360.581787
	Iteration 22Q: 3 clusters Score -110528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -110530.390625 Penalty: 3360.581787
	Iteration 23Q: 3 clusters Score -110530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -110530.390625 Penalty: 3360.581787
	Iteration 24F: 3 clusters Score -110530.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Entering Unmasked Estep 
Score: -6521495.000000 Penalty: 2674.160889
	Iteration 0F: 2 clusters Score -6521495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -6489076.500000 Penalty: 5348.321777
	Iteration 0F: 3 clusters Score -6489076 nChanged 22249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -6501438.000000 Penalty: 5348.321777
	Iteration 1F: 3 clusters Score -6501438 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -6502156.000000 Penalty: 5348.321777
	Iteration 2Q: 3 clusters Score -6502156 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -6503052.000000 Penalty: 5348.321777
	Iteration 3Q: 3 clusters Score -6503052 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -6504335.500000 Penalty: 5348.321777
	Iteration 4F: 3 clusters Score -6504336 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -6506389.000000 Penalty: 5348.321777
	Iteration 5F: 3 clusters Score -6506389 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -6509256.000000 Penalty: 5348.321777
	Iteration 6F: 3 clusters Score -6509256 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -6512457.500000 Penalty: 5348.321777
	Iteration 7F: 3 clusters Score -6512458 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -6515224.000000 Penalty: 5348.321777
	Iteration 8F: 3 clusters Score -6515224 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -6517172.500000 Penalty: 5348.321777
	Iteration 9Q: 3 clusters Score -6517172 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -6518360.500000 Penalty: 5348.321777
	Iteration 10Q: 3 clusters Score -6518360 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -6519008.500000 Penalty: 5348.321777
	Iteration 11Q: 3 clusters Score -6519008 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -6519332.500000 Penalty: 5348.321777
	Iteration 12Q: 3 clusters Score -6519332 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -6519540.000000 Penalty: 5348.321777
	Iteration 13Q: 3 clusters Score -6519540 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -6519612.000000 Penalty: 5348.321777
	Iteration 14Q: 3 clusters Score -6519612 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -6519684.500000 Penalty: 5348.321777
	Iteration 15Q: 3 clusters Score -6519684 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -6519713.500000 Penalty: 5348.321777
	Iteration 16Q: 3 clusters Score -6519714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -6519742.500000 Penalty: 5348.321777
	Iteration 17Q: 3 clusters Score -6519742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -6519778.000000 Penalty: 5348.321777
	Iteration 18Q: 3 clusters Score -6519778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -6519780.000000 Penalty: 5348.321777
	Iteration 19Q: 3 clusters Score -6519780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -6519822.500000 Penalty: 5348.321777
	Iteration 20F: 3 clusters Score -6519822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -6519846.500000 Penalty: 5348.321777
	Iteration 21Q: 3 clusters Score -6519846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -6519856.000000 Penalty: 5348.321777
	Iteration 22Q: 3 clusters Score -6519856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -6519867.500000 Penalty: 5348.321777
	Iteration 23Q: 3 clusters Score -6519868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -6519868.500000 Penalty: 5348.321777
	Iteration 24Q: 3 clusters Score -6519868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -6519863.500000 Penalty: 5348.321777
	Iteration 25Q: 3 clusters Score -6519864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -6519862.500000 Penalty: 5348.321777
	Iteration 26Q: 3 clusters Score -6519862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -6519881.500000 Penalty: 5348.321777
	Iteration 27Q: 3 clusters Score -6519882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -6519875.000000 Penalty: 5348.321777
	Iteration 28Q: 3 clusters Score -6519875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -6519882.500000 Penalty: 5348.321777
	Iteration 29Q: 3 clusters Score -6519882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -6519877.500000 Penalty: 5348.321777
	Iteration 30Q: 3 clusters Score -6519878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -6519881.500000 Penalty: 5348.321777
	Iteration 31Q: 3 clusters Score -6519882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -6519879.500000 Penalty: 5348.321777
	Iteration 32Q: 3 clusters Score -6519880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6519879.000000 Penalty: 5348.321777
	Iteration 33Q: 3 clusters Score -6519879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -6519883.500000 Penalty: 5348.321777
	Iteration 34Q: 3 clusters Score -6519884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -6519888.500000 Penalty: 5348.321777
	Iteration 35Q: 3 clusters Score -6519888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -6519878.000000 Penalty: 5348.321777
	Iteration 36Q: 3 clusters Score -6519878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -6519878.500000 Penalty: 5348.321777
	Iteration 37Q: 3 clusters Score -6519878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -6519882.500000 Penalty: 5348.321777
	Iteration 38Q: 3 clusters Score -6519882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -6519877.500000 Penalty: 5348.321777
	Iteration 39Q: 3 clusters Score -6519878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -6519881.000000 Penalty: 5348.321777
	Iteration 40F: 3 clusters Score -6519881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -6519887.500000 Penalty: 5348.321777
	Iteration 41Q: 3 clusters Score -6519888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -6519889.000000 Penalty: 5348.321777
	Iteration 42Q: 3 clusters Score -6519889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -6519888.000000 Penalty: 5348.321777
	Iteration 43Q: 3 clusters Score -6519888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -6519887.000000 Penalty: 5348.321777
	Iteration 44Q: 3 clusters Score -6519887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -6519882.500000 Penalty: 5348.321777
	Iteration 45Q: 3 clusters Score -6519882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -6519877.000000 Penalty: 5348.321777
	Iteration 46Q: 3 clusters Score -6519877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -6519889.500000 Penalty: 5348.321777
	Iteration 47Q: 3 clusters Score -6519890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6519890.500000 Penalty: 5348.321777
	Iteration 48Q: 3 clusters Score -6519890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -6519902.000000 Penalty: 5348.321777
	Iteration 49Q: 3 clusters Score -6519902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -6519894.000000 Penalty: 5348.321777
	Iteration 50Q: 3 clusters Score -6519894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -6519896.500000 Penalty: 5348.321777
	Iteration 51Q: 3 clusters Score -6519896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -6519896.500000 Penalty: 5348.321777
	Iteration 52F: 3 clusters Score -6519896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -478621.031250 Penalty: 2039.858276
	Iteration 0F: 2 clusters Score -478621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -474892.812500 Penalty: 4079.716553
	Iteration 0F: 3 clusters Score -474892.8 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -475724.843750 Penalty: 4079.716553
	Iteration 1F: 3 clusters Score -475724.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -475939.687500 Penalty: 4079.716553
	Iteration 2F: 3 clusters Score -475939.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -476075.125000 Penalty: 4079.716553
	Iteration 3Q: 3 clusters Score -476075.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -476160.437500 Penalty: 4079.716553
	Iteration 4Q: 3 clusters Score -476160.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -476233.937500 Penalty: 4079.716553
	Iteration 5Q: 3 clusters Score -476233.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -476309.093750 Penalty: 4079.716553
	Iteration 6Q: 3 clusters Score -476309.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -476378.968750 Penalty: 4079.716553
	Iteration 7Q: 3 clusters Score -476379 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -476427.718750 Penalty: 4079.716553
	Iteration 8Q: 3 clusters Score -476427.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -476480.125000 Penalty: 4079.716553
	Iteration 9Q: 3 clusters Score -476480.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -476526.375000 Penalty: 4079.716553
	Iteration 10Q: 3 clusters Score -476526.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -476570.031250 Penalty: 4079.716553
	Iteration 11Q: 3 clusters Score -476570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -476595.125000 Penalty: 4079.716553
	Iteration 12Q: 3 clusters Score -476595.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -476610.625000 Penalty: 4079.716553
	Iteration 13Q: 3 clusters Score -476610.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -476620.531250 Penalty: 4079.716553
	Iteration 14Q: 3 clusters Score -476620.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -476631.875000 Penalty: 4079.716553
	Iteration 15Q: 3 clusters Score -476631.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -476642.312500 Penalty: 4079.716553
	Iteration 16Q: 3 clusters Score -476642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -476648.250000 Penalty: 4079.716553
	Iteration 17Q: 3 clusters Score -476648.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -476654.312500 Penalty: 4079.716553
	Iteration 18Q: 3 clusters Score -476654.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -476664.968750 Penalty: 4079.716553
	Iteration 19Q: 3 clusters Score -476665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -476676.468750 Penalty: 4079.716553
	Iteration 20F: 3 clusters Score -476676.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -476681.687500 Penalty: 4079.716553
	Iteration 21Q: 3 clusters Score -476681.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -476689.593750 Penalty: 4079.716553
	Iteration 22Q: 3 clusters Score -476689.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -476697.093750 Penalty: 4079.716553
	Iteration 23Q: 3 clusters Score -476697.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -476707.750000 Penalty: 4079.716553
	Iteration 24Q: 3 clusters Score -476707.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -476714.531250 Penalty: 4079.716553
	Iteration 25Q: 3 clusters Score -476714.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -476722.125000 Penalty: 4079.716553
	Iteration 26Q: 3 clusters Score -476722.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -476727.125000 Penalty: 4079.716553
	Iteration 27Q: 3 clusters Score -476727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -476730.500000 Penalty: 4079.716553
	Iteration 28Q: 3 clusters Score -476730.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -476733.875000 Penalty: 4079.716553
	Iteration 29Q: 3 clusters Score -476733.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -476736.500000 Penalty: 4079.716553
	Iteration 30Q: 3 clusters Score -476736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -476738.937500 Penalty: 4079.716553
	Iteration 31Q: 3 clusters Score -476738.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -476743.062500 Penalty: 4079.716553
	Iteration 32Q: 3 clusters Score -476743.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -476745.093750 Penalty: 4079.716553
	Iteration 33Q: 3 clusters Score -476745.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -476747.718750 Penalty: 4079.716553
	Iteration 34Q: 3 clusters Score -476747.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -476750.031250 Penalty: 4079.716553
	Iteration 35Q: 3 clusters Score -476750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -476751.437500 Penalty: 4079.716553
	Iteration 36Q: 3 clusters Score -476751.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -476754.437500 Penalty: 4079.716553
	Iteration 37Q: 3 clusters Score -476754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -476758.718750 Penalty: 4079.716553
	Iteration 38Q: 3 clusters Score -476758.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -476762.687500 Penalty: 4079.716553
	Iteration 39Q: 3 clusters Score -476762.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -476765.468750 Penalty: 4079.716553
	Iteration 40F: 3 clusters Score -476765.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -476767.656250 Penalty: 4079.716553
	Iteration 41Q: 3 clusters Score -476767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -476768.593750 Penalty: 4079.716553
	Iteration 42Q: 3 clusters Score -476768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -476768.812500 Penalty: 4079.716553
	Iteration 43Q: 3 clusters Score -476768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -476769.843750 Penalty: 4079.716553
	Iteration 44Q: 3 clusters Score -476769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -476769.843750 Penalty: 4079.716553
	Iteration 45F: 3 clusters Score -476769.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188861 members 
Entering Unmasked Estep 
Score: -25327898.000000 Penalty: 3012.894043
	Iteration 0F: 2 clusters Score -2.53279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 94836 members 
Entering Unmasked Estep 
Score: -25205566.000000 Penalty: 6025.788086
	Iteration 0F: 3 clusters Score -2.520557e+07 nChanged 90701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86070 members 
Mstep: Class 2 contains 102791 members 
Entering Unmasked Estep 
Score: -25259632.000000 Penalty: 6025.788086
	Iteration 1F: 3 clusters Score -2.525963e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80638 members 
Mstep: Class 2 contains 108223 members 
Entering Unmasked Estep 
Score: -25262350.000000 Penalty: 6025.788086
	Iteration 2Q: 3 clusters Score -2.526235e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72477 members 
Mstep: Class 2 contains 116384 members 
Entering Unmasked Estep 
Score: -25267606.000000 Penalty: 6025.788086
	Iteration 3F: 3 clusters Score -2.526761e+07 nChanged 13540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 127784 members 
Entering Unmasked Estep 
Score: -25276908.000000 Penalty: 6025.788086
	Iteration 4F: 3 clusters Score -2.527691e+07 nChanged 15725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 141741 members 
Entering Unmasked Estep 
Score: -25290134.000000 Penalty: 6025.788086
	Iteration 5F: 3 clusters Score -2.529013e+07 nChanged 15237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 155600 members 
Entering Unmasked Estep 
Score: -25304108.000000 Penalty: 6025.788086
	Iteration 6F: 3 clusters Score -2.530411e+07 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 166178 members 
Entering Unmasked Estep 
Score: -25314256.000000 Penalty: 6025.788086
	Iteration 7F: 3 clusters Score -2.531426e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 172748 members 
Entering Unmasked Estep 
Score: -25319826.000000 Penalty: 6025.788086
	Iteration 8Q: 3 clusters Score -2.531983e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 176351 members 
Entering Unmasked Estep 
Score: -25322472.000000 Penalty: 6025.788086
	Iteration 9Q: 3 clusters Score -2.532247e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 178534 members 
Entering Unmasked Estep 
Score: -25323724.000000 Penalty: 6025.788086
	Iteration 10Q: 3 clusters Score -2.532372e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 180071 members 
Entering Unmasked Estep 
Score: -25324408.000000 Penalty: 6025.788086
	Iteration 11Q: 3 clusters Score -2.532441e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 181244 members 
Entering Unmasked Estep 
Score: -25324858.000000 Penalty: 6025.788086
	Iteration 12Q: 3 clusters Score -2.532486e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 182224 members 
Entering Unmasked Estep 
Score: -25325256.000000 Penalty: 6025.788086
	Iteration 13Q: 3 clusters Score -2.532526e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 183015 members 
Entering Unmasked Estep 
Score: -25325480.000000 Penalty: 6025.788086
	Iteration 14Q: 3 clusters Score -2.532548e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 183650 members 
Entering Unmasked Estep 
Score: -25325518.000000 Penalty: 6025.788086
	Iteration 15Q: 3 clusters Score -2.532552e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 184173 members 
Entering Unmasked Estep 
Score: -25325588.000000 Penalty: 6025.788086
	Iteration 16Q: 3 clusters Score -2.532559e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 184606 members 
Entering Unmasked Estep 
Score: -25325692.000000 Penalty: 6025.788086
	Iteration 17Q: 3 clusters Score -2.532569e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 184980 members 
Entering Unmasked Estep 
Score: -25325660.000000 Penalty: 6025.788086
	Iteration 18Q: 3 clusters Score -2.532566e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 185289 members 
Entering Unmasked Estep 
Score: -25325712.000000 Penalty: 6025.788086
	Iteration 19Q: 3 clusters Score -2.532571e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 185549 members 
Entering Unmasked Estep 
Score: -25325700.000000 Penalty: 6025.788086
	Iteration 20F: 3 clusters Score -2.53257e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 185775 members 
Entering Unmasked Estep 
Score: -25325738.000000 Penalty: 6025.788086
	Iteration 21Q: 3 clusters Score -2.532574e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 185953 members 
Entering Unmasked Estep 
Score: -25325774.000000 Penalty: 6025.788086
	Iteration 22Q: 3 clusters Score -2.532577e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 186101 members 
Entering Unmasked Estep 
Score: -25325778.000000 Penalty: 6025.788086
	Iteration 23Q: 3 clusters Score -2.532578e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 186245 members 
Entering Unmasked Estep 
Score: -25325786.000000 Penalty: 6025.788086
	Iteration 24Q: 3 clusters Score -2.532579e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 186343 members 
Entering Unmasked Estep 
Score: -25325792.000000 Penalty: 6025.788086
	Iteration 25Q: 3 clusters Score -2.532579e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 186442 members 
Entering Unmasked Estep 
Score: -25325810.000000 Penalty: 6025.788086
	Iteration 26Q: 3 clusters Score -2.532581e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 186533 members 
Entering Unmasked Estep 
Score: -25325846.000000 Penalty: 6025.788086
	Iteration 27Q: 3 clusters Score -2.532585e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 186599 members 
Entering Unmasked Estep 
Score: -25325896.000000 Penalty: 6025.788086
	Iteration 28Q: 3 clusters Score -2.53259e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 186661 members 
Entering Unmasked Estep 
Score: -25325882.000000 Penalty: 6025.788086
	Iteration 29Q: 3 clusters Score -2.532588e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 186709 members 
Entering Unmasked Estep 
Score: -25325838.000000 Penalty: 6025.788086
	Iteration 30Q: 3 clusters Score -2.532584e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 186754 members 
Entering Unmasked Estep 
Score: -25325850.000000 Penalty: 6025.788086
	Iteration 31Q: 3 clusters Score -2.532585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 186787 members 
Entering Unmasked Estep 
Score: -25325856.000000 Penalty: 6025.788086
	Iteration 32Q: 3 clusters Score -2.532586e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 186825 members 
Entering Unmasked Estep 
Score: -25325878.000000 Penalty: 6025.788086
	Iteration 33Q: 3 clusters Score -2.532588e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 186860 members 
Entering Unmasked Estep 
Score: -25325910.000000 Penalty: 6025.788086
	Iteration 34Q: 3 clusters Score -2.532591e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 186884 members 
Entering Unmasked Estep 
Score: -25325902.000000 Penalty: 6025.788086
	Iteration 35Q: 3 clusters Score -2.53259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 186898 members 
Entering Unmasked Estep 
Score: -25325934.000000 Penalty: 6025.788086
	Iteration 36Q: 3 clusters Score -2.532593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 186916 members 
Entering Unmasked Estep 
Score: -25325958.000000 Penalty: 6025.788086
	Iteration 37Q: 3 clusters Score -2.532596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 186931 members 
Entering Unmasked Estep 
Score: -25325960.000000 Penalty: 6025.788086
	Iteration 38Q: 3 clusters Score -2.532596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 186946 members 
Entering Unmasked Estep 
Score: -25325950.000000 Penalty: 6025.788086
	Iteration 39Q: 3 clusters Score -2.532595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 186959 members 
Entering Unmasked Estep 
Score: -25325938.000000 Penalty: 6025.788086
	Iteration 40F: 3 clusters Score -2.532594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 186972 members 
Entering Unmasked Estep 
Score: -25325950.000000 Penalty: 6025.788086
	Iteration 41Q: 3 clusters Score -2.532595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 186976 members 
Entering Unmasked Estep 
Score: -25325950.000000 Penalty: 6025.788086
	Iteration 42Q: 3 clusters Score -2.532595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 186983 members 
Entering Unmasked Estep 
Score: -25325926.000000 Penalty: 6025.788086
	Iteration 43Q: 3 clusters Score -2.532593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 186991 members 
Entering Unmasked Estep 
Score: -25325932.000000 Penalty: 6025.788086
	Iteration 44Q: 3 clusters Score -2.532593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 187001 members 
Entering Unmasked Estep 
Score: -25325942.000000 Penalty: 6025.788086
	Iteration 45Q: 3 clusters Score -2.532594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 187011 members 
Entering Unmasked Estep 
Score: -25325946.000000 Penalty: 6025.788086
	Iteration 46Q: 3 clusters Score -2.532595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 187022 members 
Entering Unmasked Estep 
Score: -25325930.000000 Penalty: 6025.788086
	Iteration 47Q: 3 clusters Score -2.532593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 187029 members 
Entering Unmasked Estep 
Score: -25325914.000000 Penalty: 6025.788086
	Iteration 48Q: 3 clusters Score -2.532591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 187036 members 
Entering Unmasked Estep 
Score: -25325926.000000 Penalty: 6025.788086
	Iteration 49Q: 3 clusters Score -2.532593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 187044 members 
Entering Unmasked Estep 
Score: -25325920.000000 Penalty: 6025.788086
	Iteration 50Q: 3 clusters Score -2.532592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 187054 members 
Entering Unmasked Estep 
Score: -25325914.000000 Penalty: 6025.788086
	Iteration 51Q: 3 clusters Score -2.532591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 187068 members 
Entering Unmasked Estep 
Score: -25325942.000000 Penalty: 6025.788086
	Iteration 52Q: 3 clusters Score -2.532594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 187079 members 
Entering Unmasked Estep 
Score: -25325962.000000 Penalty: 6025.788086
	Iteration 53Q: 3 clusters Score -2.532596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 187089 members 
Entering Unmasked Estep 
Score: -25325958.000000 Penalty: 6025.788086
	Iteration 54Q: 3 clusters Score -2.532596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 187099 members 
Entering Unmasked Estep 
Score: -25325958.000000 Penalty: 6025.788086
	Iteration 55Q: 3 clusters Score -2.532596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 187104 members 
Entering Unmasked Estep 
Score: -25325930.000000 Penalty: 6025.788086
	Iteration 56Q: 3 clusters Score -2.532593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 187110 members 
Entering Unmasked Estep 
Score: -25325930.000000 Penalty: 6025.788086
	Iteration 57Q: 3 clusters Score -2.532593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 187112 members 
Entering Unmasked Estep 
Score: -25325924.000000 Penalty: 6025.788086
	Iteration 58Q: 3 clusters Score -2.532592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 187119 members 
Entering Unmasked Estep 
Score: -25325934.000000 Penalty: 6025.788086
	Iteration 59Q: 3 clusters Score -2.532593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 187119 members 
Entering Unmasked Estep 
Score: -25325946.000000 Penalty: 6025.788086
	Iteration 60F: 3 clusters Score -2.532595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 187121 members 
Entering Unmasked Estep 
Score: -25325932.000000 Penalty: 6025.788086
	Iteration 61Q: 3 clusters Score -2.532593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 187125 members 
Entering Unmasked Estep 
Score: -25325930.000000 Penalty: 6025.788086
	Iteration 62Q: 3 clusters Score -2.532593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 187129 members 
Entering Unmasked Estep 
Score: -25325940.000000 Penalty: 6025.788086
	Iteration 63Q: 3 clusters Score -2.532594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 187135 members 
Entering Unmasked Estep 
Score: -25325916.000000 Penalty: 6025.788086
	Iteration 64Q: 3 clusters Score -2.532592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 187139 members 
Entering Unmasked Estep 
Score: -25325926.000000 Penalty: 6025.788086
	Iteration 65Q: 3 clusters Score -2.532593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 187145 members 
Entering Unmasked Estep 
Score: -25325956.000000 Penalty: 6025.788086
	Iteration 66Q: 3 clusters Score -2.532596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 187144 members 
Entering Unmasked Estep 
Score: -25325978.000000 Penalty: 6025.788086
	Iteration 67Q: 3 clusters Score -2.532598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 187148 members 
Entering Unmasked Estep 
Score: -25325968.000000 Penalty: 6025.788086
	Iteration 68Q: 3 clusters Score -2.532597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 187157 members 
Entering Unmasked Estep 
Score: -25325984.000000 Penalty: 6025.788086
	Iteration 69Q: 3 clusters Score -2.532598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 187168 members 
Entering Unmasked Estep 
Score: -25325972.000000 Penalty: 6025.788086
	Iteration 70Q: 3 clusters Score -2.532597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 187180 members 
Entering Unmasked Estep 
Score: -25325984.000000 Penalty: 6025.788086
	Iteration 71Q: 3 clusters Score -2.532598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 187193 members 
Entering Unmasked Estep 
Score: -25325990.000000 Penalty: 6025.788086
	Iteration 72Q: 3 clusters Score -2.532599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 187199 members 
Entering Unmasked Estep 
Score: -25325986.000000 Penalty: 6025.788086
	Iteration 73Q: 3 clusters Score -2.532599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 187207 members 
Entering Unmasked Estep 
Score: -25325982.000000 Penalty: 6025.788086
	Iteration 74Q: 3 clusters Score -2.532598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 187215 members 
Entering Unmasked Estep 
Score: -25325970.000000 Penalty: 6025.788086
	Iteration 75Q: 3 clusters Score -2.532597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 187225 members 
Entering Unmasked Estep 
Score: -25325974.000000 Penalty: 6025.788086
	Iteration 76Q: 3 clusters Score -2.532597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 187231 members 
Entering Unmasked Estep 
Score: -25325988.000000 Penalty: 6025.788086
	Iteration 77Q: 3 clusters Score -2.532599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 187242 members 
Entering Unmasked Estep 
Score: -25326018.000000 Penalty: 6025.788086
	Iteration 78Q: 3 clusters Score -2.532602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 187250 members 
Entering Unmasked Estep 
Score: -25326018.000000 Penalty: 6025.788086
	Iteration 79Q: 3 clusters Score -2.532602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 187256 members 
Entering Unmasked Estep 
Score: -25326026.000000 Penalty: 6025.788086
	Iteration 80F: 3 clusters Score -2.532603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 187264 members 
Entering Unmasked Estep 
Score: -25326012.000000 Penalty: 6025.788086
	Iteration 81Q: 3 clusters Score -2.532601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 187274 members 
Entering Unmasked Estep 
Score: -25326004.000000 Penalty: 6025.788086
	Iteration 82Q: 3 clusters Score -2.5326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 187285 members 
Entering Unmasked Estep 
Score: -25326018.000000 Penalty: 6025.788086
	Iteration 83Q: 3 clusters Score -2.532602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 187291 members 
Entering Unmasked Estep 
Score: -25326016.000000 Penalty: 6025.788086
	Iteration 84Q: 3 clusters Score -2.532602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 187298 members 
Entering Unmasked Estep 
Score: -25326018.000000 Penalty: 6025.788086
	Iteration 85Q: 3 clusters Score -2.532602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 187305 members 
Entering Unmasked Estep 
Score: -25326006.000000 Penalty: 6025.788086
	Iteration 86Q: 3 clusters Score -2.532601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 187310 members 
Entering Unmasked Estep 
Score: -25326012.000000 Penalty: 6025.788086
	Iteration 87Q: 3 clusters Score -2.532601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 187314 members 
Entering Unmasked Estep 
Score: -25326006.000000 Penalty: 6025.788086
	Iteration 88Q: 3 clusters Score -2.532601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 187317 members 
Entering Unmasked Estep 
Score: -25326024.000000 Penalty: 6025.788086
	Iteration 89Q: 3 clusters Score -2.532602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 187323 members 
Entering Unmasked Estep 
Score: -25326026.000000 Penalty: 6025.788086
	Iteration 90Q: 3 clusters Score -2.532603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 187328 members 
Entering Unmasked Estep 
Score: -25326034.000000 Penalty: 6025.788086
	Iteration 91Q: 3 clusters Score -2.532603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 187330 members 
Entering Unmasked Estep 
Score: -25326022.000000 Penalty: 6025.788086
	Iteration 92Q: 3 clusters Score -2.532602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 187330 members 
Entering Unmasked Estep 
Score: -25326022.000000 Penalty: 6025.788086
	Iteration 93F: 3 clusters Score -2.532602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -84626.218750 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -84626.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82928.242188 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -82928.24 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83220.507812 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -83220.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -83311.039062 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -83311.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83341.445312 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -83341.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83374.929688 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -83374.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83421.804688 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -83421.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83499.968750 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -83499.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83657.757812 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -83657.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83894.078125 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -83894.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84062.312500 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -84062.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84120.070312 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -84120.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84138.109375 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -84138.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -84144.195312 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -84144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84150.695312 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -84150.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -84160.062500 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -84160.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -84162.929688 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -84162.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84164.781250 Penalty: 3249.335693
	Iteration 16Q: 3 clusters Score -84164.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84164.781250 Penalty: 3249.335693
	Iteration 17F: 3 clusters Score -84164.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Entering Unmasked Estep 
Score: -1828720.625000 Penalty: 2372.763672
	Iteration 0F: 2 clusters Score -1828721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1818397.750000 Penalty: 4745.527344
	Iteration 0F: 3 clusters Score -1818398 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1821582.250000 Penalty: 4745.527344
	Iteration 1F: 3 clusters Score -1821582 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1821987.000000 Penalty: 4745.527344
	Iteration 2F: 3 clusters Score -1821987 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1822370.000000 Penalty: 4745.527344
	Iteration 3F: 3 clusters Score -1822370 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1822751.250000 Penalty: 4745.527344
	Iteration 4Q: 3 clusters Score -1822751 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1823190.125000 Penalty: 4745.527344
	Iteration 5Q: 3 clusters Score -1823190 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1823639.750000 Penalty: 4745.527344
	Iteration 6Q: 3 clusters Score -1823640 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1824090.500000 Penalty: 4745.527344
	Iteration 7Q: 3 clusters Score -1824090 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1824434.875000 Penalty: 4745.527344
	Iteration 8Q: 3 clusters Score -1824435 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1824741.375000 Penalty: 4745.527344
	Iteration 9Q: 3 clusters Score -1824741 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1824999.000000 Penalty: 4745.527344
	Iteration 10Q: 3 clusters Score -1824999 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1825270.250000 Penalty: 4745.527344
	Iteration 11Q: 3 clusters Score -1825270 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1825493.750000 Penalty: 4745.527344
	Iteration 12Q: 3 clusters Score -1825494 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1825661.625000 Penalty: 4745.527344
	Iteration 13Q: 3 clusters Score -1825662 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1825825.375000 Penalty: 4745.527344
	Iteration 14Q: 3 clusters Score -1825825 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1825971.875000 Penalty: 4745.527344
	Iteration 15Q: 3 clusters Score -1825972 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1826124.500000 Penalty: 4745.527344
	Iteration 16Q: 3 clusters Score -1826124 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1826266.750000 Penalty: 4745.527344
	Iteration 17Q: 3 clusters Score -1826267 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1826403.000000 Penalty: 4745.527344
	Iteration 18Q: 3 clusters Score -1826403 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1826553.125000 Penalty: 4745.527344
	Iteration 19Q: 3 clusters Score -1826553 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1826706.750000 Penalty: 4745.527344
	Iteration 20F: 3 clusters Score -1826707 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1826836.500000 Penalty: 4745.527344
	Iteration 21Q: 3 clusters Score -1826836 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1826937.750000 Penalty: 4745.527344
	Iteration 22Q: 3 clusters Score -1826938 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1827003.875000 Penalty: 4745.527344
	Iteration 23Q: 3 clusters Score -1827004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1827041.375000 Penalty: 4745.527344
	Iteration 24Q: 3 clusters Score -1827041 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1827058.125000 Penalty: 4745.527344
	Iteration 25Q: 3 clusters Score -1827058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1827080.125000 Penalty: 4745.527344
	Iteration 26Q: 3 clusters Score -1827080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1827095.000000 Penalty: 4745.527344
	Iteration 27Q: 3 clusters Score -1827095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1827100.125000 Penalty: 4745.527344
	Iteration 28Q: 3 clusters Score -1827100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1827106.750000 Penalty: 4745.527344
	Iteration 29Q: 3 clusters Score -1827107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1827108.000000 Penalty: 4745.527344
	Iteration 30Q: 3 clusters Score -1827108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1827116.750000 Penalty: 4745.527344
	Iteration 31Q: 3 clusters Score -1827117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1827118.500000 Penalty: 4745.527344
	Iteration 32Q: 3 clusters Score -1827118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1827119.125000 Penalty: 4745.527344
	Iteration 33Q: 3 clusters Score -1827119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1827119.375000 Penalty: 4745.527344
	Iteration 34Q: 3 clusters Score -1827119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1827119.875000 Penalty: 4745.527344
	Iteration 35Q: 3 clusters Score -1827120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1827118.250000 Penalty: 4745.527344
	Iteration 36Q: 3 clusters Score -1827118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1827116.250000 Penalty: 4745.527344
	Iteration 37Q: 3 clusters Score -1827116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1827117.250000 Penalty: 4745.527344
	Iteration 38Q: 3 clusters Score -1827117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1827120.250000 Penalty: 4745.527344
	Iteration 39Q: 3 clusters Score -1827120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1827121.750000 Penalty: 4745.527344
	Iteration 40F: 3 clusters Score -1827122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1827118.125000 Penalty: 4745.527344
	Iteration 41Q: 3 clusters Score -1827118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1827120.500000 Penalty: 4745.527344
	Iteration 42Q: 3 clusters Score -1827120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1827121.125000 Penalty: 4745.527344
	Iteration 43Q: 3 clusters Score -1827121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1827120.000000 Penalty: 4745.527344
	Iteration 44Q: 3 clusters Score -1827120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1827118.500000 Penalty: 4745.527344
	Iteration 45Q: 3 clusters Score -1827118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1827118.500000 Penalty: 4745.527344
	Iteration 46F: 3 clusters Score -1827118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 2023 members 
Mstep: Class 3 contains 8803 members 
Mstep: Class 4 contains 47674 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30337 members 
Mstep: Class 7 contains 179139 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177282 members 
Mstep: Class 11 contains 162513 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 27901 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49205 members 
Mstep: Class 16 contains 1746 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48190 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 188861 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14294 members 
Entering Unmasked Estep 
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Iteration 279Q: 23 clusters Score -1.443536e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 2022 members 
Mstep: Class 3 contains 8801 members 
Mstep: Class 4 contains 47695 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 179282 members 
Mstep: Class 8 contains 51768 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 177421 members 
Mstep: Class 11 contains 162624 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27927 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49219 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48260 members 
Mstep: Class 19 contains 3735 members 
Mstep: Class 20 contains 188954 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14300 members 
Entering Unmasked Estep 
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Iteration 280F: 23 clusters Score -1.443539e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 2021 members 
Mstep: Class 3 contains 8797 members 
Mstep: Class 4 contains 47643 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30357 members 
Mstep: Class 7 contains 179186 members 
Mstep: Class 8 contains 52835 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 177262 members 
Mstep: Class 11 contains 162173 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27899 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49238 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48260 members 
Mstep: Class 19 contains 3736 members 
Mstep: Class 20 contains 188744 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14285 members 
Entering Unmasked Estep 
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Iteration 281Q: 23 clusters Score -1.443538e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 2023 members 
Mstep: Class 3 contains 8793 members 
Mstep: Class 4 contains 47595 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30339 members 
Mstep: Class 7 contains 179073 members 
Mstep: Class 8 contains 53636 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 177171 members 
Mstep: Class 11 contains 161820 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 27876 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49258 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48287 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 188577 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14276 members 
Entering Unmasked Estep 
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Iteration 282Q: 23 clusters Score -1.443542e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95333 members 
Mstep: Class 2 contains 2024 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 47542 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30338 members 
Mstep: Class 7 contains 178990 members 
Mstep: Class 8 contains 54321 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 177130 members 
Mstep: Class 11 contains 161456 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27865 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49273 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48316 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 188422 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14267 members 
Entering Unmasked Estep 
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Iteration 283Q: 23 clusters Score -1.443541e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 2027 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 47494 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30340 members 
Mstep: Class 7 contains 178858 members 
Mstep: Class 8 contains 54881 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 177099 members 
Mstep: Class 11 contains 161193 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27860 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49285 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48356 members 
Mstep: Class 19 contains 3738 members 
Mstep: Class 20 contains 188295 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14264 members 
Entering Unmasked Estep 
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Iteration 284Q: 23 clusters Score -1.443543e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95275 members 
Mstep: Class 2 contains 2023 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 47477 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30339 members 
Mstep: Class 7 contains 178763 members 
Mstep: Class 8 contains 55354 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 177083 members 
Mstep: Class 11 contains 160929 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27864 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49297 members 
Mstep: Class 16 contains 1873 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48401 members 
Mstep: Class 19 contains 3739 members 
Mstep: Class 20 contains 188185 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14262 members 
Entering Unmasked Estep 
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Iteration 285Q: 23 clusters Score -1.443542e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 2025 members 
Mstep: Class 3 contains 8769 members 
Mstep: Class 4 contains 47465 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30346 members 
Mstep: Class 7 contains 178675 members 
Mstep: Class 8 contains 55764 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 177057 members 
Mstep: Class 11 contains 160710 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 49301 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48449 members 
Mstep: Class 19 contains 3740 members 
Mstep: Class 20 contains 188080 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14265 members 
Entering Unmasked Estep 
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Iteration 286Q: 23 clusters Score -1.443544e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 2022 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 47464 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30355 members 
Mstep: Class 7 contains 178573 members 
Mstep: Class 8 contains 56123 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 177031 members 
Mstep: Class 11 contains 160571 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27879 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 49311 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48484 members 
Mstep: Class 19 contains 3741 members 
Mstep: Class 20 contains 187938 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14270 members 
Entering Unmasked Estep 
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Iteration 287Q: 23 clusters Score -1.443543e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 2020 members 
Mstep: Class 3 contains 8763 members 
Mstep: Class 4 contains 47452 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30367 members 
Mstep: Class 7 contains 178490 members 
Mstep: Class 8 contains 56431 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 177000 members 
Mstep: Class 11 contains 160470 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27892 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 49327 members 
Mstep: Class 16 contains 1909 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48518 members 
Mstep: Class 19 contains 3743 members 
Mstep: Class 20 contains 187807 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14270 members 
Entering Unmasked Estep 
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Iteration 288Q: 23 clusters Score -1.443542e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 2022 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 47431 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30370 members 
Mstep: Class 7 contains 178428 members 
Mstep: Class 8 contains 56711 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176951 members 
Mstep: Class 11 contains 160382 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27900 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49330 members 
Mstep: Class 16 contains 1932 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48548 members 
Mstep: Class 19 contains 3748 members 
Mstep: Class 20 contains 187696 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14280 members 
Entering Unmasked Estep 
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Iteration 289Q: 23 clusters Score -1.443545e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95139 members 
Mstep: Class 2 contains 2023 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 47419 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178370 members 
Mstep: Class 8 contains 56954 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176900 members 
Mstep: Class 11 contains 160290 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27897 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 1951 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48566 members 
Mstep: Class 19 contains 3753 members 
Mstep: Class 20 contains 187635 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14282 members 
Entering Unmasked Estep 
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Iteration 290Q: 23 clusters Score -1.443544e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95129 members 
Mstep: Class 2 contains 2023 members 
Mstep: Class 3 contains 8751 members 
Mstep: Class 4 contains 47408 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30387 members 
Mstep: Class 7 contains 178318 members 
Mstep: Class 8 contains 57214 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176836 members 
Mstep: Class 11 contains 160179 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27887 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49333 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48600 members 
Mstep: Class 19 contains 3754 members 
Mstep: Class 20 contains 187567 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14281 members 
Entering Unmasked Estep 
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Iteration 291Q: 23 clusters Score -1.443545e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 2024 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 47403 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178253 members 
Mstep: Class 8 contains 57462 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176787 members 
Mstep: Class 11 contains 160055 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27893 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49331 members 
Mstep: Class 16 contains 1990 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48629 members 
Mstep: Class 19 contains 3757 members 
Mstep: Class 20 contains 187523 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14287 members 
Entering Unmasked Estep 
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Iteration 292Q: 23 clusters Score -1.443544e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 2026 members 
Mstep: Class 3 contains 8738 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178191 members 
Mstep: Class 8 contains 57673 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176741 members 
Mstep: Class 11 contains 159951 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27894 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49336 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48663 members 
Mstep: Class 19 contains 3759 members 
Mstep: Class 20 contains 187495 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14289 members 
Entering Unmasked Estep 
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Iteration 293Q: 23 clusters Score -1.443544e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 2025 members 
Mstep: Class 3 contains 8724 members 
Mstep: Class 4 contains 47381 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30411 members 
Mstep: Class 7 contains 178140 members 
Mstep: Class 8 contains 57855 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176708 members 
Mstep: Class 11 contains 159868 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27892 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49345 members 
Mstep: Class 16 contains 2014 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48694 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 187463 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14294 members 
Entering Unmasked Estep 
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Iteration 294Q: 23 clusters Score -1.443544e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 2021 members 
Mstep: Class 3 contains 8718 members 
Mstep: Class 4 contains 47351 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30416 members 
Mstep: Class 7 contains 178091 members 
Mstep: Class 8 contains 58034 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176690 members 
Mstep: Class 11 contains 159803 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49360 members 
Mstep: Class 16 contains 2019 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48716 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 187414 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14299 members 
Entering Unmasked Estep 
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Iteration 295Q: 23 clusters Score -1.443547e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95033 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 3 contains 8708 members 
Mstep: Class 4 contains 47326 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30422 members 
Mstep: Class 7 contains 178056 members 
Mstep: Class 8 contains 58180 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176675 members 
Mstep: Class 11 contains 159751 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27885 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49366 members 
Mstep: Class 16 contains 2022 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48752 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 187383 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14302 members 
Entering Unmasked Estep 
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Iteration 296Q: 23 clusters Score -1.443547e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 2018 members 
Mstep: Class 3 contains 8699 members 
Mstep: Class 4 contains 47294 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30412 members 
Mstep: Class 7 contains 178022 members 
Mstep: Class 8 contains 58302 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176660 members 
Mstep: Class 11 contains 159738 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27880 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 49373 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48772 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 187371 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14304 members 
Entering Unmasked Estep 
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Iteration 297Q: 23 clusters Score -1.443546e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 2017 members 
Mstep: Class 3 contains 8690 members 
Mstep: Class 4 contains 47268 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30408 members 
Mstep: Class 7 contains 178022 members 
Mstep: Class 8 contains 58407 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176658 members 
Mstep: Class 11 contains 159686 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27872 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49371 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48784 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 187369 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14309 members 
Entering Unmasked Estep 
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Iteration 298Q: 23 clusters Score -1.443546e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94980 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 47245 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30411 members 
Mstep: Class 7 contains 178029 members 
Mstep: Class 8 contains 58488 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176661 members 
Mstep: Class 11 contains 159653 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27868 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49370 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48807 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 187341 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14309 members 
Entering Unmasked Estep 
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Iteration 299Q: 23 clusters Score -1.443547e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 2014 members 
Mstep: Class 3 contains 8669 members 
Mstep: Class 4 contains 47212 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30409 members 
Mstep: Class 7 contains 178048 members 
Mstep: Class 8 contains 58568 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176645 members 
Mstep: Class 11 contains 159629 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27864 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49378 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48831 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 187313 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14307 members 
Entering Unmasked Estep 
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Iteration 300F: 23 clusters Score -1.443546e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94959 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8654 members 
Mstep: Class 4 contains 47197 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30415 members 
Mstep: Class 7 contains 178075 members 
Mstep: Class 8 contains 58643 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176636 members 
Mstep: Class 11 contains 159587 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27863 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49377 members 
Mstep: Class 16 contains 2024 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48852 members 
Mstep: Class 19 contains 3762 members 
Mstep: Class 20 contains 187278 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14308 members 
Entering Unmasked Estep 
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Iteration 301Q: 23 clusters Score -1.443547e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94943 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8641 members 
Mstep: Class 4 contains 47188 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30409 members 
Mstep: Class 7 contains 178096 members 
Mstep: Class 8 contains 58708 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176627 members 
Mstep: Class 11 contains 159557 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27865 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49385 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48883 members 
Mstep: Class 19 contains 3763 members 
Mstep: Class 20 contains 187229 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14310 members 
Entering Unmasked Estep 
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Iteration 302Q: 23 clusters Score -1.443547e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8629 members 
Mstep: Class 4 contains 47168 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30407 members 
Mstep: Class 7 contains 178103 members 
Mstep: Class 8 contains 58771 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176613 members 
Mstep: Class 11 contains 159585 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27864 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49388 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48900 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 187165 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14312 members 
Entering Unmasked Estep 
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Iteration 303Q: 23 clusters Score -1.443548e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 47162 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30413 members 
Mstep: Class 7 contains 178111 members 
Mstep: Class 8 contains 58838 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176608 members 
Mstep: Class 11 contains 159577 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 27869 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49387 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48917 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 187102 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354736.000000 Penalty: 75875.242188
Iteration 304Q: 23 clusters Score -1.443547e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 4 contains 47158 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30410 members 
Mstep: Class 7 contains 178120 members 
Mstep: Class 8 contains 58894 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176616 members 
Mstep: Class 11 contains 159558 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27873 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49389 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48931 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 187050 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354704.000000 Penalty: 75875.242188
Iteration 305Q: 23 clusters Score -1.443547e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94926 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8605 members 
Mstep: Class 4 contains 47136 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30405 members 
Mstep: Class 7 contains 178120 members 
Mstep: Class 8 contains 58943 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176622 members 
Mstep: Class 11 contains 159540 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27877 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49389 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48949 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 187015 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354816.000000 Penalty: 75875.242188
Iteration 306Q: 23 clusters Score -1.443548e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94923 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8603 members 
Mstep: Class 4 contains 47130 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30403 members 
Mstep: Class 7 contains 178103 members 
Mstep: Class 8 contains 58983 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176617 members 
Mstep: Class 11 contains 159538 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27878 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49394 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48963 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 186988 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354656.000000 Penalty: 75875.242188
Iteration 307Q: 23 clusters Score -1.443547e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8598 members 
Mstep: Class 4 contains 47119 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30402 members 
Mstep: Class 7 contains 178084 members 
Mstep: Class 8 contains 59015 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176640 members 
Mstep: Class 11 contains 159512 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27874 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49398 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 48978 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 186976 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354832.000000 Penalty: 75875.242188
Iteration 308Q: 23 clusters Score -1.443548e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8596 members 
Mstep: Class 4 contains 47109 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178059 members 
Mstep: Class 8 contains 59051 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176647 members 
Mstep: Class 11 contains 159497 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27871 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49404 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49002 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 186958 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354720.000000 Penalty: 75875.242188
Iteration 309Q: 23 clusters Score -1.443547e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8596 members 
Mstep: Class 4 contains 47100 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 30400 members 
Mstep: Class 7 contains 178042 members 
Mstep: Class 8 contains 59083 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176640 members 
Mstep: Class 11 contains 159487 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27876 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49408 members 
Mstep: Class 16 contains 2030 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49016 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 186938 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354864.000000 Penalty: 75875.242188
Iteration 310Q: 23 clusters Score -1.443549e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8593 members 
Mstep: Class 4 contains 47086 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30399 members 
Mstep: Class 7 contains 178035 members 
Mstep: Class 8 contains 59107 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176645 members 
Mstep: Class 11 contains 159495 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27876 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49412 members 
Mstep: Class 16 contains 2034 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49031 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 20 contains 186905 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354928.000000 Penalty: 75875.242188
Iteration 311Q: 23 clusters Score -1.443549e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8590 members 
Mstep: Class 4 contains 47077 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30395 members 
Mstep: Class 7 contains 178029 members 
Mstep: Class 8 contains 59129 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176649 members 
Mstep: Class 11 contains 159492 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27873 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49416 members 
Mstep: Class 16 contains 2034 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49052 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 20 contains 186885 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354736.000000 Penalty: 75875.242188
Iteration 312Q: 23 clusters Score -1.443547e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94913 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8585 members 
Mstep: Class 4 contains 47060 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30392 members 
Mstep: Class 7 contains 178025 members 
Mstep: Class 8 contains 59150 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176658 members 
Mstep: Class 11 contains 159504 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27874 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49421 members 
Mstep: Class 16 contains 2033 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49072 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 20 contains 186848 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354800.000000 Penalty: 75875.242188
Iteration 313Q: 23 clusters Score -1.443548e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8580 members 
Mstep: Class 4 contains 47053 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30389 members 
Mstep: Class 7 contains 178022 members 
Mstep: Class 8 contains 59176 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176654 members 
Mstep: Class 11 contains 159507 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27876 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49423 members 
Mstep: Class 16 contains 2034 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49086 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 20 contains 186822 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354992.000000 Penalty: 75875.242188
Iteration 314Q: 23 clusters Score -1.44355e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94904 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8574 members 
Mstep: Class 4 contains 47039 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30389 members 
Mstep: Class 7 contains 178036 members 
Mstep: Class 8 contains 59196 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176649 members 
Mstep: Class 11 contains 159490 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27877 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49424 members 
Mstep: Class 16 contains 2036 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49103 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 20 contains 186816 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354880.000000 Penalty: 75875.242188
Iteration 315Q: 23 clusters Score -1.443549e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8573 members 
Mstep: Class 4 contains 47031 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30383 members 
Mstep: Class 7 contains 178041 members 
Mstep: Class 8 contains 59203 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176658 members 
Mstep: Class 11 contains 159473 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27878 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49423 members 
Mstep: Class 16 contains 2038 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 20 contains 186808 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354752.000000 Penalty: 75875.242188
Iteration 316Q: 23 clusters Score -1.443548e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8568 members 
Mstep: Class 4 contains 47017 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178056 members 
Mstep: Class 8 contains 59215 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176654 members 
Mstep: Class 11 contains 159464 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27881 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49427 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49143 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 20 contains 186782 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354992.000000 Penalty: 75875.242188
Iteration 317Q: 23 clusters Score -1.44355e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8565 members 
Mstep: Class 4 contains 46996 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30379 members 
Mstep: Class 7 contains 178078 members 
Mstep: Class 8 contains 59224 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176654 members 
Mstep: Class 11 contains 159457 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27885 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49428 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49168 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 20 contains 186744 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354992.000000 Penalty: 75875.242188
Iteration 318Q: 23 clusters Score -1.44355e+08 nChanged 226
Entering ConstructFrom: 
Score: -144354992.000000 Penalty: 75875.242188
Entering ConstructFrom: 
Trying to split cluster 1 (94916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Entering Unmasked Estep 
Score: -12722919.000000 Penalty: 2842.265381
	Iteration 0F: 2 clusters Score -1.272292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -12659375.000000 Penalty: 5684.530762
	Iteration 0F: 3 clusters Score -1.265938e+07 nChanged 44561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -12684508.000000 Penalty: 5684.530762
	Iteration 1F: 3 clusters Score -1.268451e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -12685284.000000 Penalty: 5684.530762
	Iteration 2Q: 3 clusters Score -1.268528e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -12685987.000000 Penalty: 5684.530762
	Iteration 3Q: 3 clusters Score -1.268599e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -12686989.000000 Penalty: 5684.530762
	Iteration 4Q: 3 clusters Score -1.268699e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -12688254.000000 Penalty: 5684.530762
	Iteration 5Q: 3 clusters Score -1.268825e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -12690313.000000 Penalty: 5684.530762
	Iteration 6Q: 3 clusters Score -1.269031e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -12693413.000000 Penalty: 5684.530762
	Iteration 7F: 3 clusters Score -1.269341e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -12698007.000000 Penalty: 5684.530762
	Iteration 8F: 3 clusters Score -1.269801e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -12703690.000000 Penalty: 5684.530762
	Iteration 9F: 3 clusters Score -1.270369e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -12709673.000000 Penalty: 5684.530762
	Iteration 10F: 3 clusters Score -1.270967e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -12714662.000000 Penalty: 5684.530762
	Iteration 11Q: 3 clusters Score -1.271466e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -12717194.000000 Penalty: 5684.530762
	Iteration 12Q: 3 clusters Score -1.271719e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -12718267.000000 Penalty: 5684.530762
	Iteration 13Q: 3 clusters Score -1.271827e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -12718709.000000 Penalty: 5684.530762
	Iteration 14Q: 3 clusters Score -1.271871e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -12718971.000000 Penalty: 5684.530762
	Iteration 15Q: 3 clusters Score -1.271897e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -12719167.000000 Penalty: 5684.530762
	Iteration 16Q: 3 clusters Score -1.271917e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -12719315.000000 Penalty: 5684.530762
	Iteration 17Q: 3 clusters Score -1.271932e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -12719449.000000 Penalty: 5684.530762
	Iteration 18Q: 3 clusters Score -1.271945e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -12719619.000000 Penalty: 5684.530762
	Iteration 19Q: 3 clusters Score -1.271962e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -12719719.000000 Penalty: 5684.530762
	Iteration 20F: 3 clusters Score -1.271972e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -12719802.000000 Penalty: 5684.530762
	Iteration 21Q: 3 clusters Score -1.27198e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -12719910.000000 Penalty: 5684.530762
	Iteration 22Q: 3 clusters Score -1.271991e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 88500 members 
Entering Unmasked Estep 
Score: -12719951.000000 Penalty: 5684.530762
	Iteration 23Q: 3 clusters Score -1.271995e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -12720019.000000 Penalty: 5684.530762
	Iteration 24Q: 3 clusters Score -1.272002e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 88986 members 
Entering Unmasked Estep 
Score: -12720083.000000 Penalty: 5684.530762
	Iteration 25Q: 3 clusters Score -1.272008e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -12720151.000000 Penalty: 5684.530762
	Iteration 26Q: 3 clusters Score -1.272015e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -12720181.000000 Penalty: 5684.530762
	Iteration 27Q: 3 clusters Score -1.272018e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 89628 members 
Entering Unmasked Estep 
Score: -12720217.000000 Penalty: 5684.530762
	Iteration 28Q: 3 clusters Score -1.272022e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 89816 members 
Entering Unmasked Estep 
Score: -12720258.000000 Penalty: 5684.530762
	Iteration 29Q: 3 clusters Score -1.272026e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 89986 members 
Entering Unmasked Estep 
Score: -12720275.000000 Penalty: 5684.530762
	Iteration 30Q: 3 clusters Score -1.272028e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -12720291.000000 Penalty: 5684.530762
	Iteration 31Q: 3 clusters Score -1.272029e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -12720330.000000 Penalty: 5684.530762
	Iteration 32Q: 3 clusters Score -1.272033e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -12720346.000000 Penalty: 5684.530762
	Iteration 33Q: 3 clusters Score -1.272035e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 90553 members 
Entering Unmasked Estep 
Score: -12720338.000000 Penalty: 5684.530762
	Iteration 34Q: 3 clusters Score -1.272034e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -12720364.000000 Penalty: 5684.530762
	Iteration 35Q: 3 clusters Score -1.272036e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -12720367.000000 Penalty: 5684.530762
	Iteration 36Q: 3 clusters Score -1.272037e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -12720394.000000 Penalty: 5684.530762
	Iteration 37Q: 3 clusters Score -1.272039e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -12720405.000000 Penalty: 5684.530762
	Iteration 38Q: 3 clusters Score -1.27204e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 90989 members 
Entering Unmasked Estep 
Score: -12720455.000000 Penalty: 5684.530762
	Iteration 39Q: 3 clusters Score -1.272046e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -12720438.000000 Penalty: 5684.530762
	Iteration 40F: 3 clusters Score -1.272044e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -12720464.000000 Penalty: 5684.530762
	Iteration 41Q: 3 clusters Score -1.272046e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -12720466.000000 Penalty: 5684.530762
	Iteration 42Q: 3 clusters Score -1.272047e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -12720485.000000 Penalty: 5684.530762
	Iteration 43Q: 3 clusters Score -1.272048e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -12720489.000000 Penalty: 5684.530762
	Iteration 44Q: 3 clusters Score -1.272049e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -12720491.000000 Penalty: 5684.530762
	Iteration 45Q: 3 clusters Score -1.272049e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -12720517.000000 Penalty: 5684.530762
	Iteration 46Q: 3 clusters Score -1.272052e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -12720530.000000 Penalty: 5684.530762
	Iteration 47Q: 3 clusters Score -1.272053e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -12720562.000000 Penalty: 5684.530762
	Iteration 48Q: 3 clusters Score -1.272056e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -12720558.000000 Penalty: 5684.530762
	Iteration 49Q: 3 clusters Score -1.272056e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -12720552.000000 Penalty: 5684.530762
	Iteration 50Q: 3 clusters Score -1.272055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 91680 members 
Entering Unmasked Estep 
Score: -12720551.000000 Penalty: 5684.530762
	Iteration 51Q: 3 clusters Score -1.272055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -12720573.000000 Penalty: 5684.530762
	Iteration 52Q: 3 clusters Score -1.272057e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -12720578.000000 Penalty: 5684.530762
	Iteration 53Q: 3 clusters Score -1.272058e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -12720597.000000 Penalty: 5684.530762
	Iteration 54Q: 3 clusters Score -1.27206e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 91809 members 
Entering Unmasked Estep 
Score: -12720590.000000 Penalty: 5684.530762
	Iteration 55Q: 3 clusters Score -1.272059e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -12720597.000000 Penalty: 5684.530762
	Iteration 56Q: 3 clusters Score -1.27206e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
Score: -12720584.000000 Penalty: 5684.530762
	Iteration 57Q: 3 clusters Score -1.272058e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -12720585.000000 Penalty: 5684.530762
	Iteration 58Q: 3 clusters Score -1.272058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -12720601.000000 Penalty: 5684.530762
	Iteration 59Q: 3 clusters Score -1.27206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 91955 members 
Entering Unmasked Estep 
Score: -12720604.000000 Penalty: 5684.530762
	Iteration 60F: 3 clusters Score -1.27206e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 91984 members 
Entering Unmasked Estep 
Score: -12720605.000000 Penalty: 5684.530762
	Iteration 61Q: 3 clusters Score -1.27206e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -12720628.000000 Penalty: 5684.530762
	Iteration 62Q: 3 clusters Score -1.272063e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -12720635.000000 Penalty: 5684.530762
	Iteration 63Q: 3 clusters Score -1.272064e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 92082 members 
Entering Unmasked Estep 
Score: -12720637.000000 Penalty: 5684.530762
	Iteration 64Q: 3 clusters Score -1.272064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -12720623.000000 Penalty: 5684.530762
	Iteration 65Q: 3 clusters Score -1.272062e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 92135 members 
Entering Unmasked Estep 
Score: -12720639.000000 Penalty: 5684.530762
	Iteration 66Q: 3 clusters Score -1.272064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -12720633.000000 Penalty: 5684.530762
	Iteration 67Q: 3 clusters Score -1.272063e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -12720637.000000 Penalty: 5684.530762
	Iteration 68Q: 3 clusters Score -1.272064e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
Score: -12720634.000000 Penalty: 5684.530762
	Iteration 69Q: 3 clusters Score -1.272063e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 92217 members 
Entering Unmasked Estep 
Score: -12720629.000000 Penalty: 5684.530762
	Iteration 70Q: 3 clusters Score -1.272063e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 92240 members 
Entering Unmasked Estep 
Score: -12720654.000000 Penalty: 5684.530762
	Iteration 71Q: 3 clusters Score -1.272065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -12720670.000000 Penalty: 5684.530762
	Iteration 72Q: 3 clusters Score -1.272067e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 92281 members 
Entering Unmasked Estep 
Score: -12720668.000000 Penalty: 5684.530762
	Iteration 73Q: 3 clusters Score -1.272067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -12720672.000000 Penalty: 5684.530762
	Iteration 74Q: 3 clusters Score -1.272067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -12720661.000000 Penalty: 5684.530762
	Iteration 75Q: 3 clusters Score -1.272066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -12720678.000000 Penalty: 5684.530762
	Iteration 76Q: 3 clusters Score -1.272068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 92359 members 
Entering Unmasked Estep 
Score: -12720685.000000 Penalty: 5684.530762
	Iteration 77Q: 3 clusters Score -1.272068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -12720687.000000 Penalty: 5684.530762
	Iteration 78Q: 3 clusters Score -1.272069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -12720702.000000 Penalty: 5684.530762
	Iteration 79Q: 3 clusters Score -1.27207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -12720703.000000 Penalty: 5684.530762
	Iteration 80F: 3 clusters Score -1.27207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 92408 members 
Entering Unmasked Estep 
Score: -12720707.000000 Penalty: 5684.530762
	Iteration 81Q: 3 clusters Score -1.272071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -12720707.000000 Penalty: 5684.530762
	Iteration 82Q: 3 clusters Score -1.272071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -12720701.000000 Penalty: 5684.530762
	Iteration 83Q: 3 clusters Score -1.27207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 92423 members 
Entering Unmasked Estep 
Score: -12720703.000000 Penalty: 5684.530762
	Iteration 84Q: 3 clusters Score -1.27207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 92433 members 
Entering Unmasked Estep 
Score: -12720692.000000 Penalty: 5684.530762
	Iteration 85Q: 3 clusters Score -1.272069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -12720700.000000 Penalty: 5684.530762
	Iteration 86Q: 3 clusters Score -1.27207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 92453 members 
Entering Unmasked Estep 
Score: -12720701.000000 Penalty: 5684.530762
	Iteration 87Q: 3 clusters Score -1.27207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -12720694.000000 Penalty: 5684.530762
	Iteration 88Q: 3 clusters Score -1.272069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 92465 members 
Entering Unmasked Estep 
Score: -12720695.000000 Penalty: 5684.530762
	Iteration 89Q: 3 clusters Score -1.27207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -12720696.000000 Penalty: 5684.530762
	Iteration 90Q: 3 clusters Score -1.27207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -12720693.000000 Penalty: 5684.530762
	Iteration 91Q: 3 clusters Score -1.272069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 92488 members 
Entering Unmasked Estep 
Score: -12720683.000000 Penalty: 5684.530762
	Iteration 92Q: 3 clusters Score -1.272068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -12720693.000000 Penalty: 5684.530762
	Iteration 93Q: 3 clusters Score -1.272069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -12720701.000000 Penalty: 5684.530762
	Iteration 94Q: 3 clusters Score -1.27207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -12720701.000000 Penalty: 5684.530762
	Iteration 95Q: 3 clusters Score -1.27207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -12720703.000000 Penalty: 5684.530762
	Iteration 96Q: 3 clusters Score -1.27207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -12720710.000000 Penalty: 5684.530762
	Iteration 97Q: 3 clusters Score -1.272071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -12720710.000000 Penalty: 5684.530762
	Iteration 98F: 3 clusters Score -1.272071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -262653.406250 Penalty: 1886.630615
	Iteration 0F: 2 clusters Score -262653.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -259998.984375 Penalty: 3773.261230
	Iteration 0F: 3 clusters Score -259999 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -260420.296875 Penalty: 3773.261230
	Iteration 1F: 3 clusters Score -260420.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -260535.109375 Penalty: 3773.261230
	Iteration 2F: 3 clusters Score -260535.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -260610.765625 Penalty: 3773.261230
	Iteration 3Q: 3 clusters Score -260610.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -260659.078125 Penalty: 3773.261230
	Iteration 4Q: 3 clusters Score -260659.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -260696.093750 Penalty: 3773.261230
	Iteration 5Q: 3 clusters Score -260696.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -260717.109375 Penalty: 3773.261230
	Iteration 6Q: 3 clusters Score -260717.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -260744.843750 Penalty: 3773.261230
	Iteration 7Q: 3 clusters Score -260744.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -260761.921875 Penalty: 3773.261230
	Iteration 8Q: 3 clusters Score -260761.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -260777.484375 Penalty: 3773.261230
	Iteration 9Q: 3 clusters Score -260777.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -260793.156250 Penalty: 3773.261230
	Iteration 10Q: 3 clusters Score -260793.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -260810.500000 Penalty: 3773.261230
	Iteration 11Q: 3 clusters Score -260810.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -260822.515625 Penalty: 3773.261230
	Iteration 12Q: 3 clusters Score -260822.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -260834.531250 Penalty: 3773.261230
	Iteration 13Q: 3 clusters Score -260834.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -260853.031250 Penalty: 3773.261230
	Iteration 14Q: 3 clusters Score -260853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -260875.062500 Penalty: 3773.261230
	Iteration 15Q: 3 clusters Score -260875.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -260895.421875 Penalty: 3773.261230
	Iteration 16Q: 3 clusters Score -260895.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -260919.703125 Penalty: 3773.261230
	Iteration 17Q: 3 clusters Score -260919.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -260938.437500 Penalty: 3773.261230
	Iteration 18Q: 3 clusters Score -260938.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -260951.218750 Penalty: 3773.261230
	Iteration 19Q: 3 clusters Score -260951.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -260960.984375 Penalty: 3773.261230
	Iteration 20F: 3 clusters Score -260961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -260969.250000 Penalty: 3773.261230
	Iteration 21Q: 3 clusters Score -260969.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -260980.203125 Penalty: 3773.261230
	Iteration 22Q: 3 clusters Score -260980.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -260993.250000 Penalty: 3773.261230
	Iteration 23Q: 3 clusters Score -260993.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -261003.453125 Penalty: 3773.261230
	Iteration 24Q: 3 clusters Score -261003.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -261022.562500 Penalty: 3773.261230
	Iteration 25Q: 3 clusters Score -261022.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -261046.781250 Penalty: 3773.261230
	Iteration 26Q: 3 clusters Score -261046.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -261078.859375 Penalty: 3773.261230
	Iteration 27Q: 3 clusters Score -261078.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -261113.109375 Penalty: 3773.261230
	Iteration 28Q: 3 clusters Score -261113.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -261135.578125 Penalty: 3773.261230
	Iteration 29Q: 3 clusters Score -261135.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -261153.140625 Penalty: 3773.261230
	Iteration 30Q: 3 clusters Score -261153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -261158.109375 Penalty: 3773.261230
	Iteration 31Q: 3 clusters Score -261158.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -261166.312500 Penalty: 3773.261230
	Iteration 32Q: 3 clusters Score -261166.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -261183.062500 Penalty: 3773.261230
	Iteration 33Q: 3 clusters Score -261183.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -261197.328125 Penalty: 3773.261230
	Iteration 34Q: 3 clusters Score -261197.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -261217.234375 Penalty: 3773.261230
	Iteration 35Q: 3 clusters Score -261217.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -261234.687500 Penalty: 3773.261230
	Iteration 36Q: 3 clusters Score -261234.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -261256.812500 Penalty: 3773.261230
	Iteration 37Q: 3 clusters Score -261256.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -261276.171875 Penalty: 3773.261230
	Iteration 38Q: 3 clusters Score -261276.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -261306.234375 Penalty: 3773.261230
	Iteration 39Q: 3 clusters Score -261306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -261333.140625 Penalty: 3773.261230
	Iteration 40F: 3 clusters Score -261333.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -261369.718750 Penalty: 3773.261230
	Iteration 41Q: 3 clusters Score -261369.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -261402.906250 Penalty: 3773.261230
	Iteration 42Q: 3 clusters Score -261402.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -261427.718750 Penalty: 3773.261230
	Iteration 43Q: 3 clusters Score -261427.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -261453.812500 Penalty: 3773.261230
	Iteration 44Q: 3 clusters Score -261453.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -261482.671875 Penalty: 3773.261230
	Iteration 45Q: 3 clusters Score -261482.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -261496.140625 Penalty: 3773.261230
	Iteration 46Q: 3 clusters Score -261496.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -261511.609375 Penalty: 3773.261230
	Iteration 47Q: 3 clusters Score -261511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -261522.250000 Penalty: 3773.261230
	Iteration 48Q: 3 clusters Score -261522.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -261530.984375 Penalty: 3773.261230
	Iteration 49Q: 3 clusters Score -261531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -261543.828125 Penalty: 3773.261230
	Iteration 50Q: 3 clusters Score -261543.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -261554.593750 Penalty: 3773.261230
	Iteration 51Q: 3 clusters Score -261554.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -261562.078125 Penalty: 3773.261230
	Iteration 52Q: 3 clusters Score -261562.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -261567.734375 Penalty: 3773.261230
	Iteration 53Q: 3 clusters Score -261567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -261570.343750 Penalty: 3773.261230
	Iteration 54Q: 3 clusters Score -261570.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -261574.390625 Penalty: 3773.261230
	Iteration 55Q: 3 clusters Score -261574.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -261578.640625 Penalty: 3773.261230
	Iteration 56Q: 3 clusters Score -261578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -261579.484375 Penalty: 3773.261230
	Iteration 57Q: 3 clusters Score -261579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -261581.468750 Penalty: 3773.261230
	Iteration 58Q: 3 clusters Score -261581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -261583.640625 Penalty: 3773.261230
	Iteration 59Q: 3 clusters Score -261583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -261584.625000 Penalty: 3773.261230
	Iteration 60F: 3 clusters Score -261584.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -261585.656250 Penalty: 3773.261230
	Iteration 61Q: 3 clusters Score -261585.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -261585.656250 Penalty: 3773.261230
	Iteration 62F: 3 clusters Score -261585.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Entering Unmasked Estep 
Score: -1154084.875000 Penalty: 2245.517334
	Iteration 0F: 2 clusters Score -1154085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1147431.750000 Penalty: 4491.034668
	Iteration 0F: 3 clusters Score -1147432 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1149361.750000 Penalty: 4491.034668
	Iteration 1F: 3 clusters Score -1149362 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1149835.000000 Penalty: 4491.034668
	Iteration 2F: 3 clusters Score -1149835 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1150251.750000 Penalty: 4491.034668
	Iteration 3F: 3 clusters Score -1150252 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1150594.500000 Penalty: 4491.034668
	Iteration 4F: 3 clusters Score -1150594 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1150880.000000 Penalty: 4491.034668
	Iteration 5F: 3 clusters Score -1150880 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1151147.750000 Penalty: 4491.034668
	Iteration 6Q: 3 clusters Score -1151148 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1151374.250000 Penalty: 4491.034668
	Iteration 7Q: 3 clusters Score -1151374 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1151595.000000 Penalty: 4491.034668
	Iteration 8Q: 3 clusters Score -1151595 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1151789.625000 Penalty: 4491.034668
	Iteration 9Q: 3 clusters Score -1151790 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1151968.750000 Penalty: 4491.034668
	Iteration 10Q: 3 clusters Score -1151969 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1152123.375000 Penalty: 4491.034668
	Iteration 11Q: 3 clusters Score -1152123 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1152232.500000 Penalty: 4491.034668
	Iteration 12Q: 3 clusters Score -1152232 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1152294.500000 Penalty: 4491.034668
	Iteration 13Q: 3 clusters Score -1152294 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1152355.625000 Penalty: 4491.034668
	Iteration 14Q: 3 clusters Score -1152356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1152403.000000 Penalty: 4491.034668
	Iteration 15Q: 3 clusters Score -1152403 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1152435.875000 Penalty: 4491.034668
	Iteration 16Q: 3 clusters Score -1152436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1152453.500000 Penalty: 4491.034668
	Iteration 17Q: 3 clusters Score -1152454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1152466.625000 Penalty: 4491.034668
	Iteration 18Q: 3 clusters Score -1152467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1152474.000000 Penalty: 4491.034668
	Iteration 19Q: 3 clusters Score -1152474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1152483.875000 Penalty: 4491.034668
	Iteration 20F: 3 clusters Score -1152484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1152496.500000 Penalty: 4491.034668
	Iteration 21Q: 3 clusters Score -1152496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1152502.125000 Penalty: 4491.034668
	Iteration 22Q: 3 clusters Score -1152502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1152506.125000 Penalty: 4491.034668
	Iteration 23Q: 3 clusters Score -1152506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1152509.875000 Penalty: 4491.034668
	Iteration 24Q: 3 clusters Score -1152510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1152512.000000 Penalty: 4491.034668
	Iteration 25Q: 3 clusters Score -1152512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1152517.625000 Penalty: 4491.034668
	Iteration 26Q: 3 clusters Score -1152518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1152524.250000 Penalty: 4491.034668
	Iteration 27Q: 3 clusters Score -1152524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1152527.750000 Penalty: 4491.034668
	Iteration 28Q: 3 clusters Score -1152528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1152530.875000 Penalty: 4491.034668
	Iteration 29Q: 3 clusters Score -1152531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1152534.250000 Penalty: 4491.034668
	Iteration 30Q: 3 clusters Score -1152534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1152536.000000 Penalty: 4491.034668
	Iteration 31Q: 3 clusters Score -1152536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1152536.750000 Penalty: 4491.034668
	Iteration 32Q: 3 clusters Score -1152537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1152537.125000 Penalty: 4491.034668
	Iteration 33Q: 3 clusters Score -1152537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1152536.750000 Penalty: 4491.034668
	Iteration 34Q: 3 clusters Score -1152537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1152536.750000 Penalty: 4491.034668
	Iteration 35F: 3 clusters Score -1152537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Entering Unmasked Estep 
Score: -6357336.500000 Penalty: 2667.891357
	Iteration 0F: 2 clusters Score -6357336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -6325670.000000 Penalty: 5335.782715
	Iteration 0F: 3 clusters Score -6325670 nChanged 21765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -6337468.000000 Penalty: 5335.782715
	Iteration 1F: 3 clusters Score -6337468 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -6338018.000000 Penalty: 5335.782715
	Iteration 2Q: 3 clusters Score -6338018 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -6338580.500000 Penalty: 5335.782715
	Iteration 3Q: 3 clusters Score -6338580 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -6339080.500000 Penalty: 5335.782715
	Iteration 4Q: 3 clusters Score -6339080 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -6339749.500000 Penalty: 5335.782715
	Iteration 5Q: 3 clusters Score -6339750 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -6340585.000000 Penalty: 5335.782715
	Iteration 6Q: 3 clusters Score -6340585 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -6341556.000000 Penalty: 5335.782715
	Iteration 7Q: 3 clusters Score -6341556 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -6342624.500000 Penalty: 5335.782715
	Iteration 8Q: 3 clusters Score -6342624 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -6343745.500000 Penalty: 5335.782715
	Iteration 9Q: 3 clusters Score -6343746 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -6344980.000000 Penalty: 5335.782715
	Iteration 10Q: 3 clusters Score -6344980 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -6346159.000000 Penalty: 5335.782715
	Iteration 11Q: 3 clusters Score -6346159 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -6347220.500000 Penalty: 5335.782715
	Iteration 12Q: 3 clusters Score -6347220 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -6348174.000000 Penalty: 5335.782715
	Iteration 13Q: 3 clusters Score -6348174 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -6348849.500000 Penalty: 5335.782715
	Iteration 14Q: 3 clusters Score -6348850 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -6349412.000000 Penalty: 5335.782715
	Iteration 15Q: 3 clusters Score -6349412 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -6349951.500000 Penalty: 5335.782715
	Iteration 16Q: 3 clusters Score -6349952 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -6350437.500000 Penalty: 5335.782715
	Iteration 17Q: 3 clusters Score -6350438 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -6350828.000000 Penalty: 5335.782715
	Iteration 18Q: 3 clusters Score -6350828 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -6351252.500000 Penalty: 5335.782715
	Iteration 19Q: 3 clusters Score -6351252 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -6351664.000000 Penalty: 5335.782715
	Iteration 20F: 3 clusters Score -6351664 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -6351999.500000 Penalty: 5335.782715
	Iteration 21Q: 3 clusters Score -6352000 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -6352392.000000 Penalty: 5335.782715
	Iteration 22Q: 3 clusters Score -6352392 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -6352797.500000 Penalty: 5335.782715
	Iteration 23Q: 3 clusters Score -6352798 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -6353186.000000 Penalty: 5335.782715
	Iteration 24Q: 3 clusters Score -6353186 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6353485.000000 Penalty: 5335.782715
	Iteration 25Q: 3 clusters Score -6353485 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -6353798.000000 Penalty: 5335.782715
	Iteration 26Q: 3 clusters Score -6353798 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -6354053.000000 Penalty: 5335.782715
	Iteration 27Q: 3 clusters Score -6354053 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6354294.500000 Penalty: 5335.782715
	Iteration 28Q: 3 clusters Score -6354294 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6354454.500000 Penalty: 5335.782715
	Iteration 29Q: 3 clusters Score -6354454 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6354597.000000 Penalty: 5335.782715
	Iteration 30Q: 3 clusters Score -6354597 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6354696.000000 Penalty: 5335.782715
	Iteration 31Q: 3 clusters Score -6354696 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6354767.000000 Penalty: 5335.782715
	Iteration 32Q: 3 clusters Score -6354767 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6354848.000000 Penalty: 5335.782715
	Iteration 33Q: 3 clusters Score -6354848 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6354889.000000 Penalty: 5335.782715
	Iteration 34Q: 3 clusters Score -6354889 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6354934.000000 Penalty: 5335.782715
	Iteration 35Q: 3 clusters Score -6354934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6354962.500000 Penalty: 5335.782715
	Iteration 36Q: 3 clusters Score -6354962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6355016.000000 Penalty: 5335.782715
	Iteration 37Q: 3 clusters Score -6355016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6355032.500000 Penalty: 5335.782715
	Iteration 38Q: 3 clusters Score -6355032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6355049.500000 Penalty: 5335.782715
	Iteration 39Q: 3 clusters Score -6355050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6355068.500000 Penalty: 5335.782715
	Iteration 40F: 3 clusters Score -6355068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6355067.500000 Penalty: 5335.782715
	Iteration 41Q: 3 clusters Score -6355068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6355085.000000 Penalty: 5335.782715
	Iteration 42Q: 3 clusters Score -6355085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6355094.500000 Penalty: 5335.782715
	Iteration 43Q: 3 clusters Score -6355094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6355089.000000 Penalty: 5335.782715
	Iteration 44Q: 3 clusters Score -6355089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6355100.000000 Penalty: 5335.782715
	Iteration 45Q: 3 clusters Score -6355100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6355102.500000 Penalty: 5335.782715
	Iteration 46Q: 3 clusters Score -6355102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6355099.000000 Penalty: 5335.782715
	Iteration 47Q: 3 clusters Score -6355099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6355105.000000 Penalty: 5335.782715
	Iteration 48Q: 3 clusters Score -6355105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6355107.500000 Penalty: 5335.782715
	Iteration 49Q: 3 clusters Score -6355108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6355116.500000 Penalty: 5335.782715
	Iteration 50Q: 3 clusters Score -6355116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6355114.000000 Penalty: 5335.782715
	Iteration 51Q: 3 clusters Score -6355114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6355124.500000 Penalty: 5335.782715
	Iteration 52Q: 3 clusters Score -6355124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6355123.500000 Penalty: 5335.782715
	Iteration 53Q: 3 clusters Score -6355124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6355124.000000 Penalty: 5335.782715
	Iteration 54Q: 3 clusters Score -6355124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6355130.000000 Penalty: 5335.782715
	Iteration 55Q: 3 clusters Score -6355130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6355134.000000 Penalty: 5335.782715
	Iteration 56Q: 3 clusters Score -6355134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6355144.500000 Penalty: 5335.782715
	Iteration 57Q: 3 clusters Score -6355144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6355139.000000 Penalty: 5335.782715
	Iteration 58Q: 3 clusters Score -6355139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6355142.500000 Penalty: 5335.782715
	Iteration 59Q: 3 clusters Score -6355142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6355155.500000 Penalty: 5335.782715
	Iteration 60F: 3 clusters Score -6355156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6355157.500000 Penalty: 5335.782715
	Iteration 61Q: 3 clusters Score -6355158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6355154.500000 Penalty: 5335.782715
	Iteration 62Q: 3 clusters Score -6355154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6355158.000000 Penalty: 5335.782715
	Iteration 63Q: 3 clusters Score -6355158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6355158.000000 Penalty: 5335.782715
	Iteration 64F: 3 clusters Score -6355158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -175719.453125 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -175719.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -173443.234375 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -173443.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -173793.625000 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -173793.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -173906.250000 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -173906.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -173956.484375 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -173956.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -173992.234375 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -173992.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -174022.250000 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -174022.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -174043.484375 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -174043.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -174058.500000 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -174058.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -174082.781250 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -174082.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -174099.593750 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -174099.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -174118.234375 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -174118.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -174131.156250 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -174131.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -174145.765625 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -174145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -174157.234375 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -174157.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -174165.109375 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -174165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -174169.140625 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -174169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -174173.906250 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -174173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -174183.250000 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -174183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -174186.703125 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -174186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -174187.531250 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -174187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -174187.531250 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -174187.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Entering Unmasked Estep 
Score: -4126768.250000 Penalty: 2559.692871
	Iteration 0F: 2 clusters Score -4126768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4106072.750000 Penalty: 5119.385742
	Iteration 0F: 3 clusters Score -4106073 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4113369.500000 Penalty: 5119.385742
	Iteration 1F: 3 clusters Score -4113370 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -4113761.250000 Penalty: 5119.385742
	Iteration 2Q: 3 clusters Score -4113761 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4114130.500000 Penalty: 5119.385742
	Iteration 3Q: 3 clusters Score -4114130 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4114502.500000 Penalty: 5119.385742
	Iteration 4Q: 3 clusters Score -4114502 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4114988.250000 Penalty: 5119.385742
	Iteration 5Q: 3 clusters Score -4114988 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4115729.000000 Penalty: 5119.385742
	Iteration 6Q: 3 clusters Score -4115729 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -4116887.250000 Penalty: 5119.385742
	Iteration 7F: 3 clusters Score -4116887 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -4118567.750000 Penalty: 5119.385742
	Iteration 8F: 3 clusters Score -4118568 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -4120368.500000 Penalty: 5119.385742
	Iteration 9F: 3 clusters Score -4120368 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4121934.500000 Penalty: 5119.385742
	Iteration 10F: 3 clusters Score -4121934 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4123056.000000 Penalty: 5119.385742
	Iteration 11Q: 3 clusters Score -4123056 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4123724.750000 Penalty: 5119.385742
	Iteration 12Q: 3 clusters Score -4123725 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4124089.750000 Penalty: 5119.385742
	Iteration 13Q: 3 clusters Score -4124090 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4124259.500000 Penalty: 5119.385742
	Iteration 14Q: 3 clusters Score -4124260 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4124358.750000 Penalty: 5119.385742
	Iteration 15Q: 3 clusters Score -4124359 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4124401.500000 Penalty: 5119.385742
	Iteration 16Q: 3 clusters Score -4124402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4124445.750000 Penalty: 5119.385742
	Iteration 17Q: 3 clusters Score -4124446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4124472.250000 Penalty: 5119.385742
	Iteration 18Q: 3 clusters Score -4124472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4124495.750000 Penalty: 5119.385742
	Iteration 19Q: 3 clusters Score -4124496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4124510.000000 Penalty: 5119.385742
	Iteration 20F: 3 clusters Score -4124510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4124518.000000 Penalty: 5119.385742
	Iteration 21Q: 3 clusters Score -4124518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4124535.500000 Penalty: 5119.385742
	Iteration 22Q: 3 clusters Score -4124536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4124550.250000 Penalty: 5119.385742
	Iteration 23Q: 3 clusters Score -4124550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4124558.500000 Penalty: 5119.385742
	Iteration 24Q: 3 clusters Score -4124558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4124567.500000 Penalty: 5119.385742
	Iteration 25Q: 3 clusters Score -4124568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4124576.250000 Penalty: 5119.385742
	Iteration 26Q: 3 clusters Score -4124576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4124579.000000 Penalty: 5119.385742
	Iteration 27Q: 3 clusters Score -4124579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4124586.000000 Penalty: 5119.385742
	Iteration 28Q: 3 clusters Score -4124586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4124584.000000 Penalty: 5119.385742
	Iteration 29Q: 3 clusters Score -4124584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4124591.500000 Penalty: 5119.385742
	Iteration 30Q: 3 clusters Score -4124592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4124596.750000 Penalty: 5119.385742
	Iteration 31Q: 3 clusters Score -4124597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4124605.750000 Penalty: 5119.385742
	Iteration 32Q: 3 clusters Score -4124606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4124600.750000 Penalty: 5119.385742
	Iteration 33Q: 3 clusters Score -4124601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4124604.500000 Penalty: 5119.385742
	Iteration 34Q: 3 clusters Score -4124604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4124606.250000 Penalty: 5119.385742
	Iteration 35Q: 3 clusters Score -4124606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4124606.500000 Penalty: 5119.385742
	Iteration 36Q: 3 clusters Score -4124606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4124604.250000 Penalty: 5119.385742
	Iteration 37Q: 3 clusters Score -4124604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4124606.250000 Penalty: 5119.385742
	Iteration 38Q: 3 clusters Score -4124606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4124605.250000 Penalty: 5119.385742
	Iteration 39Q: 3 clusters Score -4124605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4124606.500000 Penalty: 5119.385742
	Iteration 40F: 3 clusters Score -4124606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4124606.750000 Penalty: 5119.385742
	Iteration 41Q: 3 clusters Score -4124607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4124606.500000 Penalty: 5119.385742
	Iteration 42Q: 3 clusters Score -4124606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4124611.250000 Penalty: 5119.385742
	Iteration 43Q: 3 clusters Score -4124611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4124608.250000 Penalty: 5119.385742
	Iteration 44Q: 3 clusters Score -4124608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4124609.250000 Penalty: 5119.385742
	Iteration 45Q: 3 clusters Score -4124609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4124612.250000 Penalty: 5119.385742
	Iteration 46Q: 3 clusters Score -4124612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4124618.000000 Penalty: 5119.385742
	Iteration 47Q: 3 clusters Score -4124618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4124614.000000 Penalty: 5119.385742
	Iteration 48Q: 3 clusters Score -4124614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4124614.000000 Penalty: 5119.385742
	Iteration 49F: 3 clusters Score -4124614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (178087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178087 members 
Entering Unmasked Estep 
Score: -23829166.000000 Penalty: 2998.326904
	Iteration 0F: 2 clusters Score -2.382917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 89340 members 
Entering Unmasked Estep 
Score: -23713722.000000 Penalty: 5996.653809
	Iteration 0F: 3 clusters Score -2.371372e+07 nChanged 85321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 94403 members 
Entering Unmasked Estep 
Score: -23763128.000000 Penalty: 5996.653809
	Iteration 1F: 3 clusters Score -2.376313e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 97711 members 
Entering Unmasked Estep 
Score: -23764582.000000 Penalty: 5996.653809
	Iteration 2Q: 3 clusters Score -2.376458e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -23766356.000000 Penalty: 5996.653809
	Iteration 3Q: 3 clusters Score -2.376636e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -23770704.000000 Penalty: 5996.653809
	Iteration 4Q: 3 clusters Score -2.37707e+07 nChanged 12362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 122951 members 
Entering Unmasked Estep 
Score: -23778870.000000 Penalty: 5996.653809
	Iteration 5F: 3 clusters Score -2.377887e+07 nChanged 15585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 138290 members 
Entering Unmasked Estep 
Score: -23792118.000000 Penalty: 5996.653809
	Iteration 6F: 3 clusters Score -2.379212e+07 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 154250 members 
Entering Unmasked Estep 
Score: -23807712.000000 Penalty: 5996.653809
	Iteration 7F: 3 clusters Score -2.380771e+07 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 166505 members 
Entering Unmasked Estep 
Score: -23819226.000000 Penalty: 5996.653809
	Iteration 8F: 3 clusters Score -2.381923e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 173545 members 
Entering Unmasked Estep 
Score: -23824186.000000 Penalty: 5996.653809
	Iteration 9Q: 3 clusters Score -2.382419e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 176312 members 
Entering Unmasked Estep 
Score: -23825752.000000 Penalty: 5996.653809
	Iteration 10Q: 3 clusters Score -2.382575e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 177257 members 
Entering Unmasked Estep 
Score: -23826276.000000 Penalty: 5996.653809
	Iteration 11Q: 3 clusters Score -2.382628e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 177534 members 
Entering Unmasked Estep 
Score: -23826454.000000 Penalty: 5996.653809
	Iteration 12Q: 3 clusters Score -2.382645e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 177635 members 
Entering Unmasked Estep 
Score: -23826584.000000 Penalty: 5996.653809
	Iteration 13Q: 3 clusters Score -2.382658e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 177680 members 
Entering Unmasked Estep 
Score: -23826626.000000 Penalty: 5996.653809
	Iteration 14Q: 3 clusters Score -2.382663e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 177701 members 
Entering Unmasked Estep 
Score: -23826646.000000 Penalty: 5996.653809
	Iteration 15Q: 3 clusters Score -2.382665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 177713 members 
Entering Unmasked Estep 
Score: -23826654.000000 Penalty: 5996.653809
	Iteration 16Q: 3 clusters Score -2.382665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 177719 members 
Entering Unmasked Estep 
Score: -23826676.000000 Penalty: 5996.653809
	Iteration 17Q: 3 clusters Score -2.382668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 177723 members 
Entering Unmasked Estep 
Score: -23826666.000000 Penalty: 5996.653809
	Iteration 18Q: 3 clusters Score -2.382667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 177730 members 
Entering Unmasked Estep 
Score: -23826640.000000 Penalty: 5996.653809
	Iteration 19Q: 3 clusters Score -2.382664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 177735 members 
Entering Unmasked Estep 
Score: -23826652.000000 Penalty: 5996.653809
	Iteration 20F: 3 clusters Score -2.382665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 177743 members 
Entering Unmasked Estep 
Score: -23826670.000000 Penalty: 5996.653809
	Iteration 21Q: 3 clusters Score -2.382667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 177743 members 
Entering Unmasked Estep 
Score: -23826676.000000 Penalty: 5996.653809
	Iteration 22Q: 3 clusters Score -2.382668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 177743 members 
Entering Unmasked Estep 
Score: -23826682.000000 Penalty: 5996.653809
	Iteration 23Q: 3 clusters Score -2.382668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 177746 members 
Entering Unmasked Estep 
Score: -23826686.000000 Penalty: 5996.653809
	Iteration 24Q: 3 clusters Score -2.382669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 177750 members 
Entering Unmasked Estep 
Score: -23826690.000000 Penalty: 5996.653809
	Iteration 25Q: 3 clusters Score -2.382669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 177754 members 
Entering Unmasked Estep 
Score: -23826700.000000 Penalty: 5996.653809
	Iteration 26Q: 3 clusters Score -2.38267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 177754 members 
Entering Unmasked Estep 
Score: -23826704.000000 Penalty: 5996.653809
	Iteration 27Q: 3 clusters Score -2.38267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 177752 members 
Entering Unmasked Estep 
Score: -23826710.000000 Penalty: 5996.653809
	Iteration 28Q: 3 clusters Score -2.382671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 177755 members 
Entering Unmasked Estep 
Score: -23826716.000000 Penalty: 5996.653809
	Iteration 29Q: 3 clusters Score -2.382672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 177757 members 
Entering Unmasked Estep 
Score: -23826714.000000 Penalty: 5996.653809
	Iteration 30Q: 3 clusters Score -2.382671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 177756 members 
Entering Unmasked Estep 
Score: -23826718.000000 Penalty: 5996.653809
	Iteration 31Q: 3 clusters Score -2.382672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 177756 members 
Entering Unmasked Estep 
Score: -23826718.000000 Penalty: 5996.653809
	Iteration 32F: 3 clusters Score -2.382672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Entering Unmasked Estep 
Score: -8039587.000000 Penalty: 2725.342529
	Iteration 0F: 2 clusters Score -8039587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7999587.500000 Penalty: 5450.685059
	Iteration 0F: 3 clusters Score -7999588 nChanged 27750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -8015188.500000 Penalty: 5450.685059
	Iteration 1F: 3 clusters Score -8015188 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -8015683.500000 Penalty: 5450.685059
	Iteration 2Q: 3 clusters Score -8015684 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -8016127.000000 Penalty: 5450.685059
	Iteration 3Q: 3 clusters Score -8016127 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -8016569.000000 Penalty: 5450.685059
	Iteration 4Q: 3 clusters Score -8016569 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -8017092.500000 Penalty: 5450.685059
	Iteration 5Q: 3 clusters Score -8017092 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -8017671.500000 Penalty: 5450.685059
	Iteration 6Q: 3 clusters Score -8017672 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -8018370.500000 Penalty: 5450.685059
	Iteration 7Q: 3 clusters Score -8018370 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -8019282.000000 Penalty: 5450.685059
	Iteration 8Q: 3 clusters Score -8019282 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -8020660.500000 Penalty: 5450.685059
	Iteration 9Q: 3 clusters Score -8020660 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -8022581.500000 Penalty: 5450.685059
	Iteration 10F: 3 clusters Score -8022582 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -8025176.000000 Penalty: 5450.685059
	Iteration 11F: 3 clusters Score -8025176 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -8027691.000000 Penalty: 5450.685059
	Iteration 12F: 3 clusters Score -8027691 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -8029405.000000 Penalty: 5450.685059
	Iteration 13Q: 3 clusters Score -8029405 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -8030278.000000 Penalty: 5450.685059
	Iteration 14Q: 3 clusters Score -8030278 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -8030770.000000 Penalty: 5450.685059
	Iteration 15Q: 3 clusters Score -8030770 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -8031194.000000 Penalty: 5450.685059
	Iteration 16Q: 3 clusters Score -8031194 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -8031526.500000 Penalty: 5450.685059
	Iteration 17Q: 3 clusters Score -8031526 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -8031860.500000 Penalty: 5450.685059
	Iteration 18Q: 3 clusters Score -8031860 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -8032168.000000 Penalty: 5450.685059
	Iteration 19Q: 3 clusters Score -8032168 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -8032474.500000 Penalty: 5450.685059
	Iteration 20F: 3 clusters Score -8032474 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -8032736.500000 Penalty: 5450.685059
	Iteration 21Q: 3 clusters Score -8032736 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -8033028.000000 Penalty: 5450.685059
	Iteration 22Q: 3 clusters Score -8033028 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -8033273.500000 Penalty: 5450.685059
	Iteration 23Q: 3 clusters Score -8033274 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -8033459.500000 Penalty: 5450.685059
	Iteration 24Q: 3 clusters Score -8033460 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -8033649.000000 Penalty: 5450.685059
	Iteration 25Q: 3 clusters Score -8033649 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -8033840.500000 Penalty: 5450.685059
	Iteration 26Q: 3 clusters Score -8033840 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -8034039.000000 Penalty: 5450.685059
	Iteration 27Q: 3 clusters Score -8034039 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8034242 nChanged 587
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8034416 nChanged 536
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Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8034598 nChanged 498
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Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8034751 nChanged 496
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Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8034884 nChanged 497
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Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8034952 nChanged 473
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Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8035114 nChanged 468
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Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8035246 nChanged 485
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Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8035373 nChanged 434
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Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8035524 nChanged 430
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Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8035638 nChanged 385
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Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8035719 nChanged 359
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Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8035788 nChanged 368
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Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8036005 nChanged 317
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Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8036168 nChanged 301
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Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8036427 nChanged 201
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Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8036531 nChanged 154
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Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8036576 nChanged 138
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Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 54974 members 
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Mstep: Class 2 contains 55089 members 
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Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3968 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8036814 nChanged 89
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Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8036856 nChanged 65
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Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 55627 members 
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	Iteration 63Q: 3 clusters Score -8036887 nChanged 59
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Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 55686 members 
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Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 55738 members 
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Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 55792 members 
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	Iteration 66Q: 3 clusters Score -8036908 nChanged 41
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Mstep: Class 1 contains 3405 members 
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	Iteration 67Q: 3 clusters Score -8036908 nChanged 35
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Mstep: Class 1 contains 3370 members 
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Mstep: Class 1 contains 3339 members 
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	Iteration 69Q: 3 clusters Score -8036922 nChanged 33
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Mstep: Class 1 contains 3306 members 
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	Iteration 70Q: 3 clusters Score -8036924 nChanged 31
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Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 55961 members 
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	Iteration 71Q: 3 clusters Score -8036915 nChanged 29
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Mstep: Class 1 contains 3246 members 
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	Iteration 72Q: 3 clusters Score -8036926 nChanged 26
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Mstep: Class 1 contains 3220 members 
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	Iteration 73Q: 3 clusters Score -8036941 nChanged 26
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Mstep: Class 2 contains 56042 members 
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Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 56065 members 
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	Iteration 75Q: 3 clusters Score -8036952 nChanged 17
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Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 56082 members 
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	Iteration 76Q: 3 clusters Score -8036951 nChanged 19
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Mstep: Class 1 contains 3135 members 
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	Iteration 77Q: 3 clusters Score -8036967 nChanged 15
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Mstep: Class 1 contains 3120 members 
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	Iteration 78Q: 3 clusters Score -8036954 nChanged 16
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Mstep: Class 1 contains 3104 members 
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	Iteration 79Q: 3 clusters Score -8036954 nChanged 13
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Mstep: Class 1 contains 3091 members 
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	Iteration 80F: 3 clusters Score -8036966 nChanged 14
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Mstep: Class 1 contains 3077 members 
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	Iteration 81Q: 3 clusters Score -8036964 nChanged 13
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Mstep: Class 1 contains 3064 members 
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	Iteration 82Q: 3 clusters Score -8036966 nChanged 16
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Mstep: Class 1 contains 3048 members 
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	Iteration 83Q: 3 clusters Score -8036962 nChanged 10
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Mstep: Class 1 contains 3038 members 
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	Iteration 84Q: 3 clusters Score -8036968 nChanged 6
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Mstep: Class 1 contains 3032 members 
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	Iteration 85Q: 3 clusters Score -8036962 nChanged 4
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Mstep: Class 1 contains 3028 members 
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	Iteration 86Q: 3 clusters Score -8036958 nChanged 5
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Mstep: Class 1 contains 3023 members 
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	Iteration 87Q: 3 clusters Score -8036959 nChanged 5
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Mstep: Class 1 contains 3018 members 
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	Iteration 88Q: 3 clusters Score -8036954 nChanged 7
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Mstep: Class 1 contains 3011 members 
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	Iteration 89Q: 3 clusters Score -8036958 nChanged 6
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Mstep: Class 1 contains 3005 members 
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	Iteration 90Q: 3 clusters Score -8036951 nChanged 9
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Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 56240 members 
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	Iteration 91Q: 3 clusters Score -8036950 nChanged 6
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Mstep: Class 1 contains 2990 members 
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	Iteration 92Q: 3 clusters Score -8036948 nChanged 6
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Mstep: Class 1 contains 2984 members 
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	Iteration 93Q: 3 clusters Score -8036950 nChanged 6
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Mstep: Class 1 contains 2978 members 
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	Iteration 94Q: 3 clusters Score -8036948 nChanged 5
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Mstep: Class 1 contains 2973 members 
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	Iteration 95Q: 3 clusters Score -8036961 nChanged 3
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Mstep: Class 1 contains 2970 members 
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	Iteration 96Q: 3 clusters Score -8036964 nChanged 4
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Mstep: Class 1 contains 2968 members 
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	Iteration 97Q: 3 clusters Score -8036964 nChanged 8
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	Iteration 98Q: 3 clusters Score -8036970 nChanged 3
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	Iteration 99Q: 3 clusters Score -8036969 nChanged 2
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	Iteration 100F: 3 clusters Score -8036966 nChanged 4
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	Iteration 101Q: 3 clusters Score -8036966 nChanged 2
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	Iteration 102Q: 3 clusters Score -8036968 nChanged 3
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	Iteration 103Q: 3 clusters Score -8036962 nChanged 9
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	Iteration 104Q: 3 clusters Score -8036962 nChanged 13
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Mstep: Class 1 contains 2926 members 
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	Iteration 105Q: 3 clusters Score -8036964 nChanged 15
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	Iteration 106Q: 3 clusters Score -8036968 nChanged 12
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	Iteration 107Q: 3 clusters Score -8036979 nChanged 16
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	Iteration 108Q: 3 clusters Score -8036984 nChanged 20
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	Iteration 109Q: 3 clusters Score -8036988 nChanged 15
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	Iteration 110Q: 3 clusters Score -8037000 nChanged 13
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	Iteration 111Q: 3 clusters Score -8037004 nChanged 16
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	Iteration 112Q: 3 clusters Score -8037002 nChanged 15
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	Iteration 113Q: 3 clusters Score -8037006 nChanged 17
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	Iteration 114Q: 3 clusters Score -8037016 nChanged 12
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	Iteration 115Q: 3 clusters Score -8037016 nChanged 14
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	Iteration 116Q: 3 clusters Score -8037022 nChanged 9
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	Iteration 117Q: 3 clusters Score -8037019 nChanged 9
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	Iteration 118Q: 3 clusters Score -8037017 nChanged 9
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	Iteration 119Q: 3 clusters Score -8037018 nChanged 10
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Score: -8037013.500000 Penalty: 5450.685059
	Iteration 120F: 3 clusters Score -8037014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -8037035.000000 Penalty: 5450.685059
	Iteration 121Q: 3 clusters Score -8037035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -8037021.500000 Penalty: 5450.685059
	Iteration 122Q: 3 clusters Score -8037022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -8037032.500000 Penalty: 5450.685059
	Iteration 123Q: 3 clusters Score -8037032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -8037027.000000 Penalty: 5450.685059
	Iteration 124Q: 3 clusters Score -8037027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -8037030.000000 Penalty: 5450.685059
	Iteration 125Q: 3 clusters Score -8037030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -8037033.500000 Penalty: 5450.685059
	Iteration 126Q: 3 clusters Score -8037034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -8037032.000000 Penalty: 5450.685059
	Iteration 127Q: 3 clusters Score -8037032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -8037034.500000 Penalty: 5450.685059
	Iteration 128Q: 3 clusters Score -8037034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -8037039.500000 Penalty: 5450.685059
	Iteration 129Q: 3 clusters Score -8037040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -8037041.000000 Penalty: 5450.685059
	Iteration 130Q: 3 clusters Score -8037041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -8037046.000000 Penalty: 5450.685059
	Iteration 131Q: 3 clusters Score -8037046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -8037051.500000 Penalty: 5450.685059
	Iteration 132Q: 3 clusters Score -8037052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -8037050.000000 Penalty: 5450.685059
	Iteration 133Q: 3 clusters Score -8037050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -8037048.000000 Penalty: 5450.685059
	Iteration 134Q: 3 clusters Score -8037048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -8037046.000000 Penalty: 5450.685059
	Iteration 135Q: 3 clusters Score -8037046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -8037047.500000 Penalty: 5450.685059
	Iteration 136Q: 3 clusters Score -8037048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -8037052.500000 Penalty: 5450.685059
	Iteration 137Q: 3 clusters Score -8037052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -8037061.000000 Penalty: 5450.685059
	Iteration 138Q: 3 clusters Score -8037061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -8037057.000000 Penalty: 5450.685059
	Iteration 139Q: 3 clusters Score -8037057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -8037069.000000 Penalty: 5450.685059
	Iteration 140F: 3 clusters Score -8037069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -8037075.000000 Penalty: 5450.685059
	Iteration 141Q: 3 clusters Score -8037075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -8037064.000000 Penalty: 5450.685059
	Iteration 142Q: 3 clusters Score -8037064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -8037073.500000 Penalty: 5450.685059
	Iteration 143Q: 3 clusters Score -8037074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -8037076.000000 Penalty: 5450.685059
	Iteration 144Q: 3 clusters Score -8037076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -8037083.500000 Penalty: 5450.685059
	Iteration 145Q: 3 clusters Score -8037084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -8037093.000000 Penalty: 5450.685059
	Iteration 146Q: 3 clusters Score -8037093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -8037090.500000 Penalty: 5450.685059
	Iteration 147Q: 3 clusters Score -8037090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -8037088.000000 Penalty: 5450.685059
	Iteration 148Q: 3 clusters Score -8037088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -8037096.000000 Penalty: 5450.685059
	Iteration 149Q: 3 clusters Score -8037096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -8037095.000000 Penalty: 5450.685059
	Iteration 150Q: 3 clusters Score -8037095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -8037098.000000 Penalty: 5450.685059
	Iteration 151Q: 3 clusters Score -8037098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -8037102.000000 Penalty: 5450.685059
	Iteration 152Q: 3 clusters Score -8037102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -8037106.000000 Penalty: 5450.685059
	Iteration 153Q: 3 clusters Score -8037106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -8037106.500000 Penalty: 5450.685059
	Iteration 154Q: 3 clusters Score -8037106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -8037105.500000 Penalty: 5450.685059
	Iteration 155Q: 3 clusters Score -8037106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -8037112.000000 Penalty: 5450.685059
	Iteration 156Q: 3 clusters Score -8037112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -8037112.500000 Penalty: 5450.685059
	Iteration 157Q: 3 clusters Score -8037112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -8037114.000000 Penalty: 5450.685059
	Iteration 158Q: 3 clusters Score -8037114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -8037119.500000 Penalty: 5450.685059
	Iteration 159Q: 3 clusters Score -8037120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -8037114.500000 Penalty: 5450.685059
	Iteration 160F: 3 clusters Score -8037114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -8037114.500000 Penalty: 5450.685059
	Iteration 161Q: 3 clusters Score -8037114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -8037124.500000 Penalty: 5450.685059
	Iteration 162Q: 3 clusters Score -8037124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -8037121.000000 Penalty: 5450.685059
	Iteration 163Q: 3 clusters Score -8037121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -8037116.500000 Penalty: 5450.685059
	Iteration 164Q: 3 clusters Score -8037116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -8037118.500000 Penalty: 5450.685059
	Iteration 165Q: 3 clusters Score -8037118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -8037124.000000 Penalty: 5450.685059
	Iteration 166Q: 3 clusters Score -8037124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -8037121.000000 Penalty: 5450.685059
	Iteration 167Q: 3 clusters Score -8037121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -8037123.000000 Penalty: 5450.685059
	Iteration 168Q: 3 clusters Score -8037123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -8037134.000000 Penalty: 5450.685059
	Iteration 169Q: 3 clusters Score -8037134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -8037130.500000 Penalty: 5450.685059
	Iteration 170Q: 3 clusters Score -8037130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -8037132.500000 Penalty: 5450.685059
	Iteration 171Q: 3 clusters Score -8037132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -8037132.500000 Penalty: 5450.685059
	Iteration 172F: 3 clusters Score -8037132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -34706.035156 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -34706.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33502.164062 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -33502.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33818.984375 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -33818.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33899.648438 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -33899.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33955.238281 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -33955.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34027.421875 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -34027.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34080.253906 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -34080.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34113.972656 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -34113.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34147.527344 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -34147.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34151.511719 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -34151.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34153.414062 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -34153.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34153.414062 Penalty: 2868.777344
	Iteration 10F: 3 clusters Score -34153.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176651 members 
Entering Unmasked Estep 
Score: -23831008.000000 Penalty: 2996.318848
	Iteration 0F: 2 clusters Score -2.383101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -23718040.000000 Penalty: 5992.637695
	Iteration 0F: 3 clusters Score -2.371804e+07 nChanged 84707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -23767748.000000 Penalty: 5992.637695
	Iteration 1F: 3 clusters Score -2.376775e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -23769182.000000 Penalty: 5992.637695
	Iteration 2Q: 3 clusters Score -2.376918e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -23771722.000000 Penalty: 5992.637695
	Iteration 3Q: 3 clusters Score -2.377172e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -23775832.000000 Penalty: 5992.637695
	Iteration 4Q: 3 clusters Score -2.377583e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -23782668.000000 Penalty: 5992.637695
	Iteration 5F: 3 clusters Score -2.378267e+07 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117260 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -23791932.000000 Penalty: 5992.637695
	Iteration 6F: 3 clusters Score -2.379193e+07 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127062 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -23802046.000000 Penalty: 5992.637695
	Iteration 7F: 3 clusters Score -2.380205e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135455 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -23811140.000000 Penalty: 5992.637695
	Iteration 8F: 3 clusters Score -2.381114e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141586 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -23817992.000000 Penalty: 5992.637695
	Iteration 9Q: 3 clusters Score -2.381799e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145572 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -23821656.000000 Penalty: 5992.637695
	Iteration 10Q: 3 clusters Score -2.382166e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148311 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -23823774.000000 Penalty: 5992.637695
	Iteration 11Q: 3 clusters Score -2.382377e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150517 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -23824898.000000 Penalty: 5992.637695
	Iteration 12Q: 3 clusters Score -2.38249e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152558 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -23825660.000000 Penalty: 5992.637695
	Iteration 13Q: 3 clusters Score -2.382566e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -23826212.000000 Penalty: 5992.637695
	Iteration 14Q: 3 clusters Score -2.382621e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156238 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -23826980.000000 Penalty: 5992.637695
	Iteration 15Q: 3 clusters Score -2.382698e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158091 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -23827652.000000 Penalty: 5992.637695
	Iteration 16Q: 3 clusters Score -2.382765e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159940 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -23828460.000000 Penalty: 5992.637695
	Iteration 17Q: 3 clusters Score -2.382846e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161781 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -23828872.000000 Penalty: 5992.637695
	Iteration 18Q: 3 clusters Score -2.382887e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163616 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -23829110.000000 Penalty: 5992.637695
	Iteration 19Q: 3 clusters Score -2.382911e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -23829490.000000 Penalty: 5992.637695
	Iteration 20F: 3 clusters Score -2.382949e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166984 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -23829622.000000 Penalty: 5992.637695
	Iteration 21Q: 3 clusters Score -2.382962e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168475 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -23829640.000000 Penalty: 5992.637695
	Iteration 22Q: 3 clusters Score -2.382964e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -23829726.000000 Penalty: 5992.637695
	Iteration 23Q: 3 clusters Score -2.382973e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170930 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -23829686.000000 Penalty: 5992.637695
	Iteration 24Q: 3 clusters Score -2.382969e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171843 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -23829528.000000 Penalty: 5992.637695
	Iteration 25Q: 3 clusters Score -2.382953e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172637 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -23829482.000000 Penalty: 5992.637695
	Iteration 26Q: 3 clusters Score -2.382948e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173310 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -23829436.000000 Penalty: 5992.637695
	Iteration 27Q: 3 clusters Score -2.382944e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173833 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -23829372.000000 Penalty: 5992.637695
	Iteration 28Q: 3 clusters Score -2.382937e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174224 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -23829316.000000 Penalty: 5992.637695
	Iteration 29Q: 3 clusters Score -2.382932e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174544 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -23829280.000000 Penalty: 5992.637695
	Iteration 30Q: 3 clusters Score -2.382928e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -23829312.000000 Penalty: 5992.637695
	Iteration 31Q: 3 clusters Score -2.382931e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174993 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -23829318.000000 Penalty: 5992.637695
	Iteration 32Q: 3 clusters Score -2.382932e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175150 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -23829266.000000 Penalty: 5992.637695
	Iteration 33Q: 3 clusters Score -2.382927e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175278 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -23829212.000000 Penalty: 5992.637695
	Iteration 34Q: 3 clusters Score -2.382921e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175369 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -23829170.000000 Penalty: 5992.637695
	Iteration 35Q: 3 clusters Score -2.382917e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175447 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -23829180.000000 Penalty: 5992.637695
	Iteration 36Q: 3 clusters Score -2.382918e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175523 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -23829182.000000 Penalty: 5992.637695
	Iteration 37Q: 3 clusters Score -2.382918e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175576 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -23829182.000000 Penalty: 5992.637695
	Iteration 38Q: 3 clusters Score -2.382918e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -23829146.000000 Penalty: 5992.637695
	Iteration 39Q: 3 clusters Score -2.382915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175653 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -23829156.000000 Penalty: 5992.637695
	Iteration 40F: 3 clusters Score -2.382916e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175678 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -23829178.000000 Penalty: 5992.637695
	Iteration 41Q: 3 clusters Score -2.382918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175701 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -23829144.000000 Penalty: 5992.637695
	Iteration 42Q: 3 clusters Score -2.382914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175717 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23829168.000000 Penalty: 5992.637695
	Iteration 43Q: 3 clusters Score -2.382917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175733 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -23829152.000000 Penalty: 5992.637695
	Iteration 44Q: 3 clusters Score -2.382915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175747 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -23829160.000000 Penalty: 5992.637695
	Iteration 45Q: 3 clusters Score -2.382916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175763 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -23829148.000000 Penalty: 5992.637695
	Iteration 46Q: 3 clusters Score -2.382915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175774 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -23829178.000000 Penalty: 5992.637695
	Iteration 47Q: 3 clusters Score -2.382918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175784 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23829174.000000 Penalty: 5992.637695
	Iteration 48Q: 3 clusters Score -2.382917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175799 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23829158.000000 Penalty: 5992.637695
	Iteration 49Q: 3 clusters Score -2.382916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175819 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23829152.000000 Penalty: 5992.637695
	Iteration 50Q: 3 clusters Score -2.382915e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23829142.000000 Penalty: 5992.637695
	Iteration 51Q: 3 clusters Score -2.382914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175857 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -23829152.000000 Penalty: 5992.637695
	Iteration 52Q: 3 clusters Score -2.382915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175870 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -23829118.000000 Penalty: 5992.637695
	Iteration 53Q: 3 clusters Score -2.382912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175878 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -23829120.000000 Penalty: 5992.637695
	Iteration 54Q: 3 clusters Score -2.382912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175889 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -23829100.000000 Penalty: 5992.637695
	Iteration 55Q: 3 clusters Score -2.38291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175897 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -23829088.000000 Penalty: 5992.637695
	Iteration 56Q: 3 clusters Score -2.382909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175906 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -23829070.000000 Penalty: 5992.637695
	Iteration 57Q: 3 clusters Score -2.382907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -23829072.000000 Penalty: 5992.637695
	Iteration 58Q: 3 clusters Score -2.382907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -23829072.000000 Penalty: 5992.637695
	Iteration 59Q: 3 clusters Score -2.382907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175913 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -23829072.000000 Penalty: 5992.637695
	Iteration 60F: 3 clusters Score -2.382907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -23829068.000000 Penalty: 5992.637695
	Iteration 61Q: 3 clusters Score -2.382907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -23829058.000000 Penalty: 5992.637695
	Iteration 62Q: 3 clusters Score -2.382906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175921 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -23829064.000000 Penalty: 5992.637695
	Iteration 63Q: 3 clusters Score -2.382906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175924 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -23829064.000000 Penalty: 5992.637695
	Iteration 64Q: 3 clusters Score -2.382906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175926 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -23829068.000000 Penalty: 5992.637695
	Iteration 65Q: 3 clusters Score -2.382907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175928 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23829058.000000 Penalty: 5992.637695
	Iteration 66Q: 3 clusters Score -2.382906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175933 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -23829060.000000 Penalty: 5992.637695
	Iteration 67Q: 3 clusters Score -2.382906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175937 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -23829050.000000 Penalty: 5992.637695
	Iteration 68Q: 3 clusters Score -2.382905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -23829062.000000 Penalty: 5992.637695
	Iteration 69Q: 3 clusters Score -2.382906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175942 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -23829054.000000 Penalty: 5992.637695
	Iteration 70Q: 3 clusters Score -2.382905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175944 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -23829066.000000 Penalty: 5992.637695
	Iteration 71Q: 3 clusters Score -2.382907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175945 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -23829052.000000 Penalty: 5992.637695
	Iteration 72Q: 3 clusters Score -2.382905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175945 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -23829052.000000 Penalty: 5992.637695
	Iteration 73F: 3 clusters Score -2.382905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159446 members 
Entering Unmasked Estep 
Score: -21410204.000000 Penalty: 2970.906250
	Iteration 0F: 2 clusters Score -2.14102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -21303672.000000 Penalty: 5941.812500
	Iteration 0F: 3 clusters Score -2.130367e+07 nChanged 76558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -21348774.000000 Penalty: 5941.812500
	Iteration 1F: 3 clusters Score -2.134877e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 89255 members 
Entering Unmasked Estep 
Score: -21350114.000000 Penalty: 5941.812500
	Iteration 2Q: 3 clusters Score -2.135011e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -21352684.000000 Penalty: 5941.812500
	Iteration 3Q: 3 clusters Score -2.135268e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 103044 members 
Entering Unmasked Estep 
Score: -21357028.000000 Penalty: 5941.812500
	Iteration 4F: 3 clusters Score -2.135703e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 114359 members 
Entering Unmasked Estep 
Score: -21365140.000000 Penalty: 5941.812500
	Iteration 5F: 3 clusters Score -2.136514e+07 nChanged 14008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 128267 members 
Entering Unmasked Estep 
Score: -21377124.000000 Penalty: 5941.812500
	Iteration 6F: 3 clusters Score -2.137712e+07 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 141934 members 
Entering Unmasked Estep 
Score: -21390700.000000 Penalty: 5941.812500
	Iteration 7F: 3 clusters Score -2.13907e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 151863 members 
Entering Unmasked Estep 
Score: -21400724.000000 Penalty: 5941.812500
	Iteration 8F: 3 clusters Score -2.140072e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 156656 members 
Entering Unmasked Estep 
Score: -21405188.000000 Penalty: 5941.812500
	Iteration 9Q: 3 clusters Score -2.140519e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 158350 members 
Entering Unmasked Estep 
Score: -21406710.000000 Penalty: 5941.812500
	Iteration 10Q: 3 clusters Score -2.140671e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 158851 members 
Entering Unmasked Estep 
Score: -21407190.000000 Penalty: 5941.812500
	Iteration 11Q: 3 clusters Score -2.140719e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 159010 members 
Entering Unmasked Estep 
Score: -21407392.000000 Penalty: 5941.812500
	Iteration 12Q: 3 clusters Score -2.140739e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 159069 members 
Entering Unmasked Estep 
Score: -21407458.000000 Penalty: 5941.812500
	Iteration 13Q: 3 clusters Score -2.140746e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 159103 members 
Entering Unmasked Estep 
Score: -21407514.000000 Penalty: 5941.812500
	Iteration 14Q: 3 clusters Score -2.140751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -21407534.000000 Penalty: 5941.812500
	Iteration 15Q: 3 clusters Score -2.140753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 159134 members 
Entering Unmasked Estep 
Score: -21407542.000000 Penalty: 5941.812500
	Iteration 16Q: 3 clusters Score -2.140754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -21407550.000000 Penalty: 5941.812500
	Iteration 17Q: 3 clusters Score -2.140755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 159154 members 
Entering Unmasked Estep 
Score: -21407568.000000 Penalty: 5941.812500
	Iteration 18Q: 3 clusters Score -2.140757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 159156 members 
Entering Unmasked Estep 
Score: -21407592.000000 Penalty: 5941.812500
	Iteration 19Q: 3 clusters Score -2.140759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 159161 members 
Entering Unmasked Estep 
Score: -21407606.000000 Penalty: 5941.812500
	Iteration 20F: 3 clusters Score -2.140761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 159164 members 
Entering Unmasked Estep 
Score: -21407596.000000 Penalty: 5941.812500
	Iteration 21Q: 3 clusters Score -2.14076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 159167 members 
Entering Unmasked Estep 
Score: -21407610.000000 Penalty: 5941.812500
	Iteration 22Q: 3 clusters Score -2.140761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 159166 members 
Entering Unmasked Estep 
Score: -21407630.000000 Penalty: 5941.812500
	Iteration 23Q: 3 clusters Score -2.140763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 159170 members 
Entering Unmasked Estep 
Score: -21407642.000000 Penalty: 5941.812500
	Iteration 24Q: 3 clusters Score -2.140764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 159172 members 
Entering Unmasked Estep 
Score: -21407648.000000 Penalty: 5941.812500
	Iteration 25Q: 3 clusters Score -2.140765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 159173 members 
Entering Unmasked Estep 
Score: -21407648.000000 Penalty: 5941.812500
	Iteration 26Q: 3 clusters Score -2.140765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 159173 members 
Entering Unmasked Estep 
Score: -21407648.000000 Penalty: 5941.812500
	Iteration 27F: 3 clusters Score -2.140765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -165804.375000 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -165804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -163662.234375 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -163662.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -163983.343750 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -163983.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -164076.671875 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -164076.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -164131.531250 Penalty: 3543.234375
	Iteration 3Q: 3 clusters Score -164131.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -164161.187500 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -164161.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -164177.406250 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -164177.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164186.906250 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -164186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -164193.156250 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -164193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -164203.171875 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -164203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -164213.125000 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -164213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -164218.218750 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -164218.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -164220.140625 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -164220.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -164220.140625 Penalty: 3543.234375
	Iteration 12F: 3 clusters Score -164220.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Entering Unmasked Estep 
Score: -3792752.750000 Penalty: 2538.533936
	Iteration 0F: 2 clusters Score -3792753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3773648.250000 Penalty: 5077.067871
	Iteration 0F: 3 clusters Score -3773648 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3780709.000000 Penalty: 5077.067871
	Iteration 1F: 3 clusters Score -3780709 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3781498.000000 Penalty: 5077.067871
	Iteration 2F: 3 clusters Score -3781498 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3782378.750000 Penalty: 5077.067871
	Iteration 3F: 3 clusters Score -3782379 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3783218.000000 Penalty: 5077.067871
	Iteration 4F: 3 clusters Score -3783218 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3784139.250000 Penalty: 5077.067871
	Iteration 5F: 3 clusters Score -3784139 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3785118.500000 Penalty: 5077.067871
	Iteration 6F: 3 clusters Score -3785118 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3786175.750000 Penalty: 5077.067871
	Iteration 7F: 3 clusters Score -3786176 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3787232.250000 Penalty: 5077.067871
	Iteration 8F: 3 clusters Score -3787232 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3788263.750000 Penalty: 5077.067871
	Iteration 9F: 3 clusters Score -3788264 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3789147.250000 Penalty: 5077.067871
	Iteration 10Q: 3 clusters Score -3789147 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3789878.750000 Penalty: 5077.067871
	Iteration 11Q: 3 clusters Score -3789879 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3790450.250000 Penalty: 5077.067871
	Iteration 12Q: 3 clusters Score -3790450 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3790882.000000 Penalty: 5077.067871
	Iteration 13Q: 3 clusters Score -3790882 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3791236.500000 Penalty: 5077.067871
	Iteration 14Q: 3 clusters Score -3791236 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3791486.750000 Penalty: 5077.067871
	Iteration 15Q: 3 clusters Score -3791487 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3791648.500000 Penalty: 5077.067871
	Iteration 16Q: 3 clusters Score -3791648 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3791749.000000 Penalty: 5077.067871
	Iteration 17Q: 3 clusters Score -3791749 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3791830.250000 Penalty: 5077.067871
	Iteration 18Q: 3 clusters Score -3791830 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3791872.750000 Penalty: 5077.067871
	Iteration 19Q: 3 clusters Score -3791873 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3791911.250000 Penalty: 5077.067871
	Iteration 20F: 3 clusters Score -3791911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -3791945.500000 Penalty: 5077.067871
	Iteration 21Q: 3 clusters Score -3791946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3791961.250000 Penalty: 5077.067871
	Iteration 22Q: 3 clusters Score -3791961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -3791972.750000 Penalty: 5077.067871
	Iteration 23Q: 3 clusters Score -3791973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3791986.750000 Penalty: 5077.067871
	Iteration 24Q: 3 clusters Score -3791987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3791997.500000 Penalty: 5077.067871
	Iteration 25Q: 3 clusters Score -3791998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3791999.750000 Penalty: 5077.067871
	Iteration 26Q: 3 clusters Score -3792000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3792001.750000 Penalty: 5077.067871
	Iteration 27Q: 3 clusters Score -3792002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3792005.750000 Penalty: 5077.067871
	Iteration 28Q: 3 clusters Score -3792006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3792009.500000 Penalty: 5077.067871
	Iteration 29Q: 3 clusters Score -3792010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3792010.000000 Penalty: 5077.067871
	Iteration 30Q: 3 clusters Score -3792010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3792019.750000 Penalty: 5077.067871
	Iteration 31Q: 3 clusters Score -3792020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3792023.000000 Penalty: 5077.067871
	Iteration 32Q: 3 clusters Score -3792023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3792022.750000 Penalty: 5077.067871
	Iteration 33Q: 3 clusters Score -3792023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3792014.750000 Penalty: 5077.067871
	Iteration 34Q: 3 clusters Score -3792015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3792015.500000 Penalty: 5077.067871
	Iteration 35Q: 3 clusters Score -3792016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3792018.250000 Penalty: 5077.067871
	Iteration 36Q: 3 clusters Score -3792018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3792022.750000 Penalty: 5077.067871
	Iteration 37Q: 3 clusters Score -3792023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3792029.250000 Penalty: 5077.067871
	Iteration 38Q: 3 clusters Score -3792029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3792031.250000 Penalty: 5077.067871
	Iteration 39Q: 3 clusters Score -3792031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3792036.000000 Penalty: 5077.067871
	Iteration 40F: 3 clusters Score -3792036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3792036.250000 Penalty: 5077.067871
	Iteration 41Q: 3 clusters Score -3792036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -3792033.750000 Penalty: 5077.067871
	Iteration 42Q: 3 clusters Score -3792034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3792033.000000 Penalty: 5077.067871
	Iteration 43Q: 3 clusters Score -3792033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3792043.250000 Penalty: 5077.067871
	Iteration 44Q: 3 clusters Score -3792043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3792039.500000 Penalty: 5077.067871
	Iteration 45Q: 3 clusters Score -3792040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3792039.000000 Penalty: 5077.067871
	Iteration 46Q: 3 clusters Score -3792039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3792042.500000 Penalty: 5077.067871
	Iteration 47Q: 3 clusters Score -3792042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3792042.500000 Penalty: 5077.067871
	Iteration 48F: 3 clusters Score -3792042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -160347.171875 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -160347.2 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 646 members 
Entering Unmasked Estep 
Score: -158213.750000 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -158213.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -158620.125000 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -158620.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158805.718750 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -158805.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -158945.468750 Penalty: 3560.936768
	Iteration 3F: 3 clusters Score -158945.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159051.765625 Penalty: 3560.936768
	Iteration 4Q: 3 clusters Score -159051.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159116.687500 Penalty: 3560.936768
	Iteration 5Q: 3 clusters Score -159116.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159163.984375 Penalty: 3560.936768
	Iteration 6Q: 3 clusters Score -159164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159196.375000 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -159196.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -159225.265625 Penalty: 3560.936768
	Iteration 8Q: 3 clusters Score -159225.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -159267.359375 Penalty: 3560.936768
	Iteration 9Q: 3 clusters Score -159267.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -159344.968750 Penalty: 3560.936768
	Iteration 10Q: 3 clusters Score -159345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159455.546875 Penalty: 3560.936768
	Iteration 11Q: 3 clusters Score -159455.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159623.484375 Penalty: 3560.936768
	Iteration 12Q: 3 clusters Score -159623.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159869.281250 Penalty: 3560.936768
	Iteration 13Q: 3 clusters Score -159869.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -160125.000000 Penalty: 3560.936768
	Iteration 14Q: 3 clusters Score -160125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -160404.718750 Penalty: 3560.936768
	Iteration 15Q: 3 clusters Score -160404.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -160594.656250 Penalty: 3560.936768
	Iteration 16Q: 3 clusters Score -160594.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160690.281250 Penalty: 3560.936768
	Iteration 17Q: 3 clusters Score -160690.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -160778.828125 Penalty: 3560.936768
	Iteration 18Q: 3 clusters Score -160778.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -160834.921875 Penalty: 3560.936768
	Iteration 19Q: 3 clusters Score -160834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -160851.546875 Penalty: 3560.936768
	Iteration 20F: 3 clusters Score -160851.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -160865.234375 Penalty: 3560.936768
	Iteration 21Q: 3 clusters Score -160865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160867.328125 Penalty: 3560.936768
	Iteration 22Q: 3 clusters Score -160867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -160869.546875 Penalty: 3560.936768
	Iteration 23Q: 3 clusters Score -160869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -160872.156250 Penalty: 3560.936768
	Iteration 24Q: 3 clusters Score -160872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -160872.156250 Penalty: 3560.936768
	Iteration 25F: 3 clusters Score -160872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8557 members 
Mstep: Class 4 contains 46987 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30374 members 
Mstep: Class 7 contains 178087 members 
Mstep: Class 8 contains 59236 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176651 members 
Mstep: Class 11 contains 159446 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 49428 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49193 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 186725 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Mstep: Class 23 contains 574 members 
Entering Unmasked Estep 
Score: -144353808.000000 Penalty: 79324.117188
Splitting cluster 14 changes total score from -144354992.000000 to -144353808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (49428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Entering Unmasked Estep 
Score: -6454763.000000 Penalty: 2680.451660
	Iteration 0F: 2 clusters Score -6454763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -6421537.500000 Penalty: 5360.903320
	Iteration 0F: 3 clusters Score -6421538 nChanged 23049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -6434537.500000 Penalty: 5360.903320
	Iteration 1F: 3 clusters Score -6434538 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6435209.500000 Penalty: 5360.903320
	Iteration 2Q: 3 clusters Score -6435210 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -6435892.000000 Penalty: 5360.903320
	Iteration 3Q: 3 clusters Score -6435892 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -6436692.000000 Penalty: 5360.903320
	Iteration 4Q: 3 clusters Score -6436692 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -6437579.000000 Penalty: 5360.903320
	Iteration 5Q: 3 clusters Score -6437579 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -6438723.500000 Penalty: 5360.903320
	Iteration 6Q: 3 clusters Score -6438724 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -6440070.500000 Penalty: 5360.903320
	Iteration 7F: 3 clusters Score -6440070 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -6441476.500000 Penalty: 5360.903320
	Iteration 8F: 3 clusters Score -6441476 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -6442840.000000 Penalty: 5360.903320
	Iteration 9F: 3 clusters Score -6442840 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -6444069.500000 Penalty: 5360.903320
	Iteration 10Q: 3 clusters Score -6444070 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -6445382.500000 Penalty: 5360.903320
	Iteration 11Q: 3 clusters Score -6445382 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -6446728.500000 Penalty: 5360.903320
	Iteration 12Q: 3 clusters Score -6446728 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -6448364.500000 Penalty: 5360.903320
	Iteration 13Q: 3 clusters Score -6448364 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -6450038.500000 Penalty: 5360.903320
	Iteration 14Q: 3 clusters Score -6450038 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -6451285.500000 Penalty: 5360.903320
	Iteration 15Q: 3 clusters Score -6451286 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -6451879.000000 Penalty: 5360.903320
	Iteration 16Q: 3 clusters Score -6451879 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -6452149.000000 Penalty: 5360.903320
	Iteration 17Q: 3 clusters Score -6452149 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -6452267.000000 Penalty: 5360.903320
	Iteration 18Q: 3 clusters Score -6452267 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -6452354.500000 Penalty: 5360.903320
	Iteration 19Q: 3 clusters Score -6452354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -6452410.000000 Penalty: 5360.903320
	Iteration 20F: 3 clusters Score -6452410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -6452432.000000 Penalty: 5360.903320
	Iteration 21Q: 3 clusters Score -6452432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -6452463.500000 Penalty: 5360.903320
	Iteration 22Q: 3 clusters Score -6452464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -6452478.000000 Penalty: 5360.903320
	Iteration 23Q: 3 clusters Score -6452478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -6452491.500000 Penalty: 5360.903320
	Iteration 24Q: 3 clusters Score -6452492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -6452508.500000 Penalty: 5360.903320
	Iteration 25Q: 3 clusters Score -6452508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -6452517.000000 Penalty: 5360.903320
	Iteration 26Q: 3 clusters Score -6452517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -6452531.500000 Penalty: 5360.903320
	Iteration 27Q: 3 clusters Score -6452532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -6452529.000000 Penalty: 5360.903320
	Iteration 28Q: 3 clusters Score -6452529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -6452534.000000 Penalty: 5360.903320
	Iteration 29Q: 3 clusters Score -6452534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -6452536.500000 Penalty: 5360.903320
	Iteration 30Q: 3 clusters Score -6452536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -6452534.500000 Penalty: 5360.903320
	Iteration 31Q: 3 clusters Score -6452534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -6452534.500000 Penalty: 5360.903320
	Iteration 32F: 3 clusters Score -6452534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -273372.250000 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -273372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -270776.531250 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -270776.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -271255.093750 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -271255.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -271356.781250 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -271356.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -271419.781250 Penalty: 3779.626709
	Iteration 3Q: 3 clusters Score -271419.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -271462.906250 Penalty: 3779.626709
	Iteration 4Q: 3 clusters Score -271462.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -271490.218750 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -271490.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -271517.062500 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -271517.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -271532.656250 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -271532.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -271546.343750 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -271546.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -271557.593750 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -271557.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -271578.375000 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -271578.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -271591.125000 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -271591.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -271604.937500 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -271604.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -271616.250000 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -271616.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -271632.343750 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -271632.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -271649.625000 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -271649.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -271660.062500 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -271660.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -271672.562500 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -271672.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -271690.875000 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -271690.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -271703.781250 Penalty: 3779.626709
	Iteration 19Q: 3 clusters Score -271703.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -271715.093750 Penalty: 3779.626709
	Iteration 20F: 3 clusters Score -271715.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -271723.093750 Penalty: 3779.626709
	Iteration 21Q: 3 clusters Score -271723.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -271732.937500 Penalty: 3779.626709
	Iteration 22Q: 3 clusters Score -271732.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -271742.875000 Penalty: 3779.626709
	Iteration 23Q: 3 clusters Score -271742.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -271749.656250 Penalty: 3779.626709
	Iteration 24Q: 3 clusters Score -271749.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -271752.750000 Penalty: 3779.626709
	Iteration 25Q: 3 clusters Score -271752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -271753.781250 Penalty: 3779.626709
	Iteration 26Q: 3 clusters Score -271753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -271755.500000 Penalty: 3779.626709
	Iteration 27Q: 3 clusters Score -271755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -271756.437500 Penalty: 3779.626709
	Iteration 28Q: 3 clusters Score -271756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -271757.250000 Penalty: 3779.626709
	Iteration 29Q: 3 clusters Score -271757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -271758.500000 Penalty: 3779.626709
	Iteration 30Q: 3 clusters Score -271758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -271760.875000 Penalty: 3779.626709
	Iteration 31Q: 3 clusters Score -271760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -271761.531250 Penalty: 3779.626709
	Iteration 32Q: 3 clusters Score -271761.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -271761.531250 Penalty: 3779.626709
	Iteration 33F: 3 clusters Score -271761.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -111057.078125 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -111057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109183.687500 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -109183.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109451.484375 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -109451.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109590.132812 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -109590.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109772.578125 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -109772.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110012.406250 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -110012.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110126.000000 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -110126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -110216.296875 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -110216.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -110269.781250 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -110269.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -110299.281250 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -110299.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -110312.625000 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -110312.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -110332.507812 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -110332.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110344.945312 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -110344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -110360.914062 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -110360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -110373.265625 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -110373.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -110388.750000 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -110388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -110400.609375 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -110400.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -110415.625000 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -110415.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -110430.906250 Penalty: 3360.581787
	Iteration 17Q: 3 clusters Score -110430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -110442.921875 Penalty: 3360.581787
	Iteration 18Q: 3 clusters Score -110442.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -110447.898438 Penalty: 3360.581787
	Iteration 19Q: 3 clusters Score -110447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -110450.273438 Penalty: 3360.581787
	Iteration 20F: 3 clusters Score -110450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -110459.343750 Penalty: 3360.581787
	Iteration 21Q: 3 clusters Score -110459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -110462.023438 Penalty: 3360.581787
	Iteration 22Q: 3 clusters Score -110462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -110470.226562 Penalty: 3360.581787
	Iteration 23Q: 3 clusters Score -110470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -110471.562500 Penalty: 3360.581787
	Iteration 24Q: 3 clusters Score -110471.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -110471.562500 Penalty: 3360.581787
	Iteration 25F: 3 clusters Score -110471.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Entering Unmasked Estep 
Score: -6655619.000000 Penalty: 2679.269775
	Iteration 0F: 2 clusters Score -6655619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -6622585.500000 Penalty: 5358.539551
	Iteration 0F: 3 clusters Score -6622586 nChanged 22615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -6635555.000000 Penalty: 5358.539551
	Iteration 1F: 3 clusters Score -6635555 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -6636448.000000 Penalty: 5358.539551
	Iteration 2Q: 3 clusters Score -6636448 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -6637512.500000 Penalty: 5358.539551
	Iteration 3Q: 3 clusters Score -6637512 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -6638764.000000 Penalty: 5358.539551
	Iteration 4F: 3 clusters Score -6638764 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -6640146.000000 Penalty: 5358.539551
	Iteration 5F: 3 clusters Score -6640146 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -6641714.500000 Penalty: 5358.539551
	Iteration 6F: 3 clusters Score -6641714 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -6643347.500000 Penalty: 5358.539551
	Iteration 7F: 3 clusters Score -6643348 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -6644961.000000 Penalty: 5358.539551
	Iteration 8F: 3 clusters Score -6644961 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -6646622.000000 Penalty: 5358.539551
	Iteration 9F: 3 clusters Score -6646622 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -6647844.500000 Penalty: 5358.539551
	Iteration 10Q: 3 clusters Score -6647844 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -6648686.500000 Penalty: 5358.539551
	Iteration 11Q: 3 clusters Score -6648686 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -6649084.500000 Penalty: 5358.539551
	Iteration 12Q: 3 clusters Score -6649084 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -6649370.000000 Penalty: 5358.539551
	Iteration 13Q: 3 clusters Score -6649370 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -6649542.000000 Penalty: 5358.539551
	Iteration 14Q: 3 clusters Score -6649542 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -6649674.000000 Penalty: 5358.539551
	Iteration 15Q: 3 clusters Score -6649674 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -6649811.500000 Penalty: 5358.539551
	Iteration 16Q: 3 clusters Score -6649812 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -6649919.500000 Penalty: 5358.539551
	Iteration 17Q: 3 clusters Score -6649920 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -6650027.000000 Penalty: 5358.539551
	Iteration 18Q: 3 clusters Score -6650027 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -6650139.000000 Penalty: 5358.539551
	Iteration 19Q: 3 clusters Score -6650139 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -6650229.500000 Penalty: 5358.539551
	Iteration 20F: 3 clusters Score -6650230 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -6650339.500000 Penalty: 5358.539551
	Iteration 21Q: 3 clusters Score -6650340 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -6650441.000000 Penalty: 5358.539551
	Iteration 22Q: 3 clusters Score -6650441 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -6650545.000000 Penalty: 5358.539551
	Iteration 23Q: 3 clusters Score -6650545 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -6650675.500000 Penalty: 5358.539551
	Iteration 24Q: 3 clusters Score -6650676 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -6650823.500000 Penalty: 5358.539551
	Iteration 25Q: 3 clusters Score -6650824 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -6650946.500000 Penalty: 5358.539551
	Iteration 26Q: 3 clusters Score -6650946 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -6651082.500000 Penalty: 5358.539551
	Iteration 27Q: 3 clusters Score -6651082 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -6651223.500000 Penalty: 5358.539551
	Iteration 28Q: 3 clusters Score -6651224 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -6651388.000000 Penalty: 5358.539551
	Iteration 29Q: 3 clusters Score -6651388 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -6651576.000000 Penalty: 5358.539551
	Iteration 30Q: 3 clusters Score -6651576 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -6651759.000000 Penalty: 5358.539551
	Iteration 31Q: 3 clusters Score -6651759 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -6651894.500000 Penalty: 5358.539551
	Iteration 32Q: 3 clusters Score -6651894 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -6652062.000000 Penalty: 5358.539551
	Iteration 33Q: 3 clusters Score -6652062 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -6652202.000000 Penalty: 5358.539551
	Iteration 34Q: 3 clusters Score -6652202 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -6652337.500000 Penalty: 5358.539551
	Iteration 35Q: 3 clusters Score -6652338 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -6652528.000000 Penalty: 5358.539551
	Iteration 36Q: 3 clusters Score -6652528 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -6652700.000000 Penalty: 5358.539551
	Iteration 37Q: 3 clusters Score -6652700 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -6652820.500000 Penalty: 5358.539551
	Iteration 38Q: 3 clusters Score -6652820 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -6653006.500000 Penalty: 5358.539551
	Iteration 39Q: 3 clusters Score -6653006 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -6653097.500000 Penalty: 5358.539551
	Iteration 40F: 3 clusters Score -6653098 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -6653220.000000 Penalty: 5358.539551
	Iteration 41Q: 3 clusters Score -6653220 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6653355.000000 Penalty: 5358.539551
	Iteration 42Q: 3 clusters Score -6653355 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6653428.500000 Penalty: 5358.539551
	Iteration 43Q: 3 clusters Score -6653428 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -6653487.000000 Penalty: 5358.539551
	Iteration 44Q: 3 clusters Score -6653487 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -6653513.000000 Penalty: 5358.539551
	Iteration 45Q: 3 clusters Score -6653513 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6653563.500000 Penalty: 5358.539551
	Iteration 46Q: 3 clusters Score -6653564 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6653638.000000 Penalty: 5358.539551
	Iteration 47Q: 3 clusters Score -6653638 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6653673.500000 Penalty: 5358.539551
	Iteration 48Q: 3 clusters Score -6653674 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6653714.500000 Penalty: 5358.539551
	Iteration 49Q: 3 clusters Score -6653714 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6653767.500000 Penalty: 5358.539551
	Iteration 50Q: 3 clusters Score -6653768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6653801.000000 Penalty: 5358.539551
	Iteration 51Q: 3 clusters Score -6653801 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6653823.000000 Penalty: 5358.539551
	Iteration 52Q: 3 clusters Score -6653823 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6653837.000000 Penalty: 5358.539551
	Iteration 53Q: 3 clusters Score -6653837 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6653856.000000 Penalty: 5358.539551
	Iteration 54Q: 3 clusters Score -6653856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6653857.000000 Penalty: 5358.539551
	Iteration 55Q: 3 clusters Score -6653857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6653870.000000 Penalty: 5358.539551
	Iteration 56Q: 3 clusters Score -6653870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6653886.000000 Penalty: 5358.539551
	Iteration 57Q: 3 clusters Score -6653886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6653892.000000 Penalty: 5358.539551
	Iteration 58Q: 3 clusters Score -6653892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6653902.500000 Penalty: 5358.539551
	Iteration 59Q: 3 clusters Score -6653902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6653927.500000 Penalty: 5358.539551
	Iteration 60F: 3 clusters Score -6653928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6653938.000000 Penalty: 5358.539551
	Iteration 61Q: 3 clusters Score -6653938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6653942.000000 Penalty: 5358.539551
	Iteration 62Q: 3 clusters Score -6653942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6653951.000000 Penalty: 5358.539551
	Iteration 63Q: 3 clusters Score -6653951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6653960.500000 Penalty: 5358.539551
	Iteration 64Q: 3 clusters Score -6653960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6653961.500000 Penalty: 5358.539551
	Iteration 65Q: 3 clusters Score -6653962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6653959.500000 Penalty: 5358.539551
	Iteration 66Q: 3 clusters Score -6653960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6653956.000000 Penalty: 5358.539551
	Iteration 67Q: 3 clusters Score -6653956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6653974.000000 Penalty: 5358.539551
	Iteration 68Q: 3 clusters Score -6653974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6653980.000000 Penalty: 5358.539551
	Iteration 69Q: 3 clusters Score -6653980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6653988.500000 Penalty: 5358.539551
	Iteration 70Q: 3 clusters Score -6653988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6653992.500000 Penalty: 5358.539551
	Iteration 71Q: 3 clusters Score -6653992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6653999.500000 Penalty: 5358.539551
	Iteration 72Q: 3 clusters Score -6654000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6653993.500000 Penalty: 5358.539551
	Iteration 73Q: 3 clusters Score -6653994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6653993.000000 Penalty: 5358.539551
	Iteration 74Q: 3 clusters Score -6653993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6653988.500000 Penalty: 5358.539551
	Iteration 75Q: 3 clusters Score -6653988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6653991.500000 Penalty: 5358.539551
	Iteration 76Q: 3 clusters Score -6653992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6654000.500000 Penalty: 5358.539551
	Iteration 77Q: 3 clusters Score -6654000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6654004.000000 Penalty: 5358.539551
	Iteration 78Q: 3 clusters Score -6654004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6654000.000000 Penalty: 5358.539551
	Iteration 79Q: 3 clusters Score -6654000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6653998.000000 Penalty: 5358.539551
	Iteration 80F: 3 clusters Score -6653998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6653999.000000 Penalty: 5358.539551
	Iteration 81Q: 3 clusters Score -6653999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6653990.500000 Penalty: 5358.539551
	Iteration 82Q: 3 clusters Score -6653990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6653999.500000 Penalty: 5358.539551
	Iteration 83Q: 3 clusters Score -6654000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6654008.000000 Penalty: 5358.539551
	Iteration 84Q: 3 clusters Score -6654008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6654004.500000 Penalty: 5358.539551
	Iteration 85Q: 3 clusters Score -6654004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6654004.500000 Penalty: 5358.539551
	Iteration 86F: 3 clusters Score -6654004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Entering Unmasked Estep 
Score: -482738.906250 Penalty: 2041.974609
	Iteration 0F: 2 clusters Score -482738.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -479003.625000 Penalty: 4083.949219
	Iteration 0F: 3 clusters Score -479003.6 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -479796.500000 Penalty: 4083.949219
	Iteration 1F: 3 clusters Score -479796.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -479969.750000 Penalty: 4083.949219
	Iteration 2F: 3 clusters Score -479969.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -480070.906250 Penalty: 4083.949219
	Iteration 3Q: 3 clusters Score -480070.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -480159.781250 Penalty: 4083.949219
	Iteration 4Q: 3 clusters Score -480159.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -480228.062500 Penalty: 4083.949219
	Iteration 5Q: 3 clusters Score -480228.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -480276.500000 Penalty: 4083.949219
	Iteration 6Q: 3 clusters Score -480276.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -480327.968750 Penalty: 4083.949219
	Iteration 7Q: 3 clusters Score -480328 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -480371.062500 Penalty: 4083.949219
	Iteration 8Q: 3 clusters Score -480371.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -480409.812500 Penalty: 4083.949219
	Iteration 9Q: 3 clusters Score -480409.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -480447.156250 Penalty: 4083.949219
	Iteration 10Q: 3 clusters Score -480447.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -480482.812500 Penalty: 4083.949219
	Iteration 11Q: 3 clusters Score -480482.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -480526.218750 Penalty: 4083.949219
	Iteration 12Q: 3 clusters Score -480526.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -480574.906250 Penalty: 4083.949219
	Iteration 13Q: 3 clusters Score -480574.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -480627.000000 Penalty: 4083.949219
	Iteration 14Q: 3 clusters Score -480627 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -480673.500000 Penalty: 4083.949219
	Iteration 15Q: 3 clusters Score -480673.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -480710.687500 Penalty: 4083.949219
	Iteration 16Q: 3 clusters Score -480710.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -480745.468750 Penalty: 4083.949219
	Iteration 17Q: 3 clusters Score -480745.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -480783.250000 Penalty: 4083.949219
	Iteration 18Q: 3 clusters Score -480783.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -480807.250000 Penalty: 4083.949219
	Iteration 19Q: 3 clusters Score -480807.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -480825.687500 Penalty: 4083.949219
	Iteration 20F: 3 clusters Score -480825.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -480841.562500 Penalty: 4083.949219
	Iteration 21Q: 3 clusters Score -480841.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -480853.187500 Penalty: 4083.949219
	Iteration 22Q: 3 clusters Score -480853.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -480868.187500 Penalty: 4083.949219
	Iteration 23Q: 3 clusters Score -480868.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -480890.125000 Penalty: 4083.949219
	Iteration 24Q: 3 clusters Score -480890.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -480913.250000 Penalty: 4083.949219
	Iteration 25Q: 3 clusters Score -480913.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -480936.593750 Penalty: 4083.949219
	Iteration 26Q: 3 clusters Score -480936.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -480958.468750 Penalty: 4083.949219
	Iteration 27Q: 3 clusters Score -480958.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -480978.750000 Penalty: 4083.949219
	Iteration 28Q: 3 clusters Score -480978.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -481000.875000 Penalty: 4083.949219
	Iteration 29Q: 3 clusters Score -481000.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -481017.218750 Penalty: 4083.949219
	Iteration 30Q: 3 clusters Score -481017.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -481035.125000 Penalty: 4083.949219
	Iteration 31Q: 3 clusters Score -481035.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -481056.218750 Penalty: 4083.949219
	Iteration 32Q: 3 clusters Score -481056.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -481070.750000 Penalty: 4083.949219
	Iteration 33Q: 3 clusters Score -481070.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -481079.062500 Penalty: 4083.949219
	Iteration 34Q: 3 clusters Score -481079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -481084.343750 Penalty: 4083.949219
	Iteration 35Q: 3 clusters Score -481084.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -481093.812500 Penalty: 4083.949219
	Iteration 36Q: 3 clusters Score -481093.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -481106.718750 Penalty: 4083.949219
	Iteration 37Q: 3 clusters Score -481106.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -481118.343750 Penalty: 4083.949219
	Iteration 38Q: 3 clusters Score -481118.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -481132.281250 Penalty: 4083.949219
	Iteration 39Q: 3 clusters Score -481132.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -481146.218750 Penalty: 4083.949219
	Iteration 40F: 3 clusters Score -481146.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -481154.437500 Penalty: 4083.949219
	Iteration 41Q: 3 clusters Score -481154.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -481161.562500 Penalty: 4083.949219
	Iteration 42Q: 3 clusters Score -481161.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -481170.187500 Penalty: 4083.949219
	Iteration 43Q: 3 clusters Score -481170.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -481181.656250 Penalty: 4083.949219
	Iteration 44Q: 3 clusters Score -481181.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -481192.062500 Penalty: 4083.949219
	Iteration 45Q: 3 clusters Score -481192.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -481198.343750 Penalty: 4083.949219
	Iteration 46Q: 3 clusters Score -481198.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -481200.375000 Penalty: 4083.949219
	Iteration 47Q: 3 clusters Score -481200.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -481201.437500 Penalty: 4083.949219
	Iteration 48Q: 3 clusters Score -481201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -481204.625000 Penalty: 4083.949219
	Iteration 49Q: 3 clusters Score -481204.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -481206.687500 Penalty: 4083.949219
	Iteration 50Q: 3 clusters Score -481206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -481208.437500 Penalty: 4083.949219
	Iteration 51Q: 3 clusters Score -481208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -481208.937500 Penalty: 4083.949219
	Iteration 52Q: 3 clusters Score -481208.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -481208.937500 Penalty: 4083.949219
	Iteration 53F: 3 clusters Score -481208.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186725 members 
Entering Unmasked Estep 
Score: -25049060.000000 Penalty: 3010.073242
	Iteration 0F: 2 clusters Score -2.504906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -24927360.000000 Penalty: 6020.146484
	Iteration 0F: 3 clusters Score -2.492736e+07 nChanged 89961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -24979648.000000 Penalty: 6020.146484
	Iteration 1F: 3 clusters Score -2.497965e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -24980676.000000 Penalty: 6020.146484
	Iteration 2Q: 3 clusters Score -2.498068e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -24982218.000000 Penalty: 6020.146484
	Iteration 3Q: 3 clusters Score -2.498222e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94351 members 
Mstep: Class 2 contains 92374 members 
Entering Unmasked Estep 
Score: -24984334.000000 Penalty: 6020.146484
	Iteration 4Q: 3 clusters Score -2.498433e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 90952 members 
Entering Unmasked Estep 
Score: -24987226.000000 Penalty: 6020.146484
	Iteration 5Q: 3 clusters Score -2.498723e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98286 members 
Mstep: Class 2 contains 88439 members 
Entering Unmasked Estep 
Score: -24992034.000000 Penalty: 6020.146484
	Iteration 6Q: 3 clusters Score -2.499203e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -24998712.000000 Penalty: 6020.146484
	Iteration 7F: 3 clusters Score -2.499871e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -25008318.000000 Penalty: 6020.146484
	Iteration 8F: 3 clusters Score -2.500832e+07 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112474 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -25018844.000000 Penalty: 6020.146484
	Iteration 9F: 3 clusters Score -2.501884e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116720 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -25026402.000000 Penalty: 6020.146484
	Iteration 10F: 3 clusters Score -2.50264e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119977 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -25029758.000000 Penalty: 6020.146484
	Iteration 11Q: 3 clusters Score -2.502976e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122852 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -25031410.000000 Penalty: 6020.146484
	Iteration 12Q: 3 clusters Score -2.503141e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125548 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -25032468.000000 Penalty: 6020.146484
	Iteration 13Q: 3 clusters Score -2.503247e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128142 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -25033372.000000 Penalty: 6020.146484
	Iteration 14Q: 3 clusters Score -2.503337e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130814 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -25034314.000000 Penalty: 6020.146484
	Iteration 15Q: 3 clusters Score -2.503431e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133441 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -25035078.000000 Penalty: 6020.146484
	Iteration 16Q: 3 clusters Score -2.503508e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -25035962.000000 Penalty: 6020.146484
	Iteration 17Q: 3 clusters Score -2.503596e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138719 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -25036860.000000 Penalty: 6020.146484
	Iteration 18Q: 3 clusters Score -2.503686e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141302 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -25037682.000000 Penalty: 6020.146484
	Iteration 19Q: 3 clusters Score -2.503768e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143892 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -25038218.000000 Penalty: 6020.146484
	Iteration 20F: 3 clusters Score -2.503822e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146375 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -25038954.000000 Penalty: 6020.146484
	Iteration 21Q: 3 clusters Score -2.503895e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148685 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -25039598.000000 Penalty: 6020.146484
	Iteration 22Q: 3 clusters Score -2.50396e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150903 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -25040172.000000 Penalty: 6020.146484
	Iteration 23Q: 3 clusters Score -2.504017e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153036 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -25040732.000000 Penalty: 6020.146484
	Iteration 24Q: 3 clusters Score -2.504073e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -25041080.000000 Penalty: 6020.146484
	Iteration 25Q: 3 clusters Score -2.504108e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156909 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -25041514.000000 Penalty: 6020.146484
	Iteration 26Q: 3 clusters Score -2.504151e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158740 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -25042050.000000 Penalty: 6020.146484
	Iteration 27Q: 3 clusters Score -2.504205e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160579 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -25042252.000000 Penalty: 6020.146484
	Iteration 28Q: 3 clusters Score -2.504225e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162407 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -25042642.000000 Penalty: 6020.146484
	Iteration 29Q: 3 clusters Score -2.504264e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -25043086.000000 Penalty: 6020.146484
	Iteration 30Q: 3 clusters Score -2.504309e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165918 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -25043478.000000 Penalty: 6020.146484
	Iteration 31Q: 3 clusters Score -2.504348e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167570 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -25043880.000000 Penalty: 6020.146484
	Iteration 32Q: 3 clusters Score -2.504388e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169093 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -25044130.000000 Penalty: 6020.146484
	Iteration 33Q: 3 clusters Score -2.504413e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170462 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -25044304.000000 Penalty: 6020.146484
	Iteration 34Q: 3 clusters Score -2.50443e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171769 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -25044476.000000 Penalty: 6020.146484
	Iteration 35Q: 3 clusters Score -2.504448e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172986 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -25044764.000000 Penalty: 6020.146484
	Iteration 36Q: 3 clusters Score -2.504476e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174186 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -25045046.000000 Penalty: 6020.146484
	Iteration 37Q: 3 clusters Score -2.504505e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175329 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -25045220.000000 Penalty: 6020.146484
	Iteration 38Q: 3 clusters Score -2.504522e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176324 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -25045442.000000 Penalty: 6020.146484
	Iteration 39Q: 3 clusters Score -2.504544e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177242 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -25045626.000000 Penalty: 6020.146484
	Iteration 40F: 3 clusters Score -2.504563e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178063 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -25045690.000000 Penalty: 6020.146484
	Iteration 41Q: 3 clusters Score -2.504569e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178825 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -25045812.000000 Penalty: 6020.146484
	Iteration 42Q: 3 clusters Score -2.504581e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179479 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -25045978.000000 Penalty: 6020.146484
	Iteration 43Q: 3 clusters Score -2.504598e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180067 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -25046136.000000 Penalty: 6020.146484
	Iteration 44Q: 3 clusters Score -2.504614e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180573 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -25046208.000000 Penalty: 6020.146484
	Iteration 45Q: 3 clusters Score -2.504621e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181029 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -25046284.000000 Penalty: 6020.146484
	Iteration 46Q: 3 clusters Score -2.504628e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181429 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -25046382.000000 Penalty: 6020.146484
	Iteration 47Q: 3 clusters Score -2.504638e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181773 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -25046504.000000 Penalty: 6020.146484
	Iteration 48Q: 3 clusters Score -2.50465e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182091 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -25046544.000000 Penalty: 6020.146484
	Iteration 49Q: 3 clusters Score -2.504654e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182359 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -25046592.000000 Penalty: 6020.146484
	Iteration 50Q: 3 clusters Score -2.504659e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182596 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -25046714.000000 Penalty: 6020.146484
	Iteration 51Q: 3 clusters Score -2.504671e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182790 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -25046786.000000 Penalty: 6020.146484
	Iteration 52Q: 3 clusters Score -2.504679e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182976 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -25046806.000000 Penalty: 6020.146484
	Iteration 53Q: 3 clusters Score -2.504681e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183147 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -25046834.000000 Penalty: 6020.146484
	Iteration 54Q: 3 clusters Score -2.504683e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183272 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -25046778.000000 Penalty: 6020.146484
	Iteration 55Q: 3 clusters Score -2.504678e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183376 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -25046784.000000 Penalty: 6020.146484
	Iteration 56Q: 3 clusters Score -2.504678e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183466 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -25046804.000000 Penalty: 6020.146484
	Iteration 57Q: 3 clusters Score -2.50468e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183544 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -25046802.000000 Penalty: 6020.146484
	Iteration 58Q: 3 clusters Score -2.50468e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183610 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -25046830.000000 Penalty: 6020.146484
	Iteration 59Q: 3 clusters Score -2.504683e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183662 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -25046814.000000 Penalty: 6020.146484
	Iteration 60F: 3 clusters Score -2.504681e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183713 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -25046852.000000 Penalty: 6020.146484
	Iteration 61Q: 3 clusters Score -2.504685e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183764 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -25046878.000000 Penalty: 6020.146484
	Iteration 62Q: 3 clusters Score -2.504688e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183801 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -25046874.000000 Penalty: 6020.146484
	Iteration 63Q: 3 clusters Score -2.504687e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183841 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -25046886.000000 Penalty: 6020.146484
	Iteration 64Q: 3 clusters Score -2.504689e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183872 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -25046922.000000 Penalty: 6020.146484
	Iteration 65Q: 3 clusters Score -2.504692e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183900 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -25046946.000000 Penalty: 6020.146484
	Iteration 66Q: 3 clusters Score -2.504695e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183923 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -25046948.000000 Penalty: 6020.146484
	Iteration 67Q: 3 clusters Score -2.504695e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183951 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -25046964.000000 Penalty: 6020.146484
	Iteration 68Q: 3 clusters Score -2.504696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183973 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25046930.000000 Penalty: 6020.146484
	Iteration 69Q: 3 clusters Score -2.504693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183983 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -25046934.000000 Penalty: 6020.146484
	Iteration 70Q: 3 clusters Score -2.504693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183991 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -25046924.000000 Penalty: 6020.146484
	Iteration 71Q: 3 clusters Score -2.504692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184001 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -25046908.000000 Penalty: 6020.146484
	Iteration 72Q: 3 clusters Score -2.504691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184013 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -25046924.000000 Penalty: 6020.146484
	Iteration 73Q: 3 clusters Score -2.504692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184023 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -25046942.000000 Penalty: 6020.146484
	Iteration 74Q: 3 clusters Score -2.504694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184032 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -25046936.000000 Penalty: 6020.146484
	Iteration 75Q: 3 clusters Score -2.504694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184038 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -25046944.000000 Penalty: 6020.146484
	Iteration 76Q: 3 clusters Score -2.504694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184047 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -25046958.000000 Penalty: 6020.146484
	Iteration 77Q: 3 clusters Score -2.504696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184053 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -25046946.000000 Penalty: 6020.146484
	Iteration 78Q: 3 clusters Score -2.504695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184062 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -25046958.000000 Penalty: 6020.146484
	Iteration 79Q: 3 clusters Score -2.504696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184081 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -25046962.000000 Penalty: 6020.146484
	Iteration 80F: 3 clusters Score -2.504696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184097 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -25046974.000000 Penalty: 6020.146484
	Iteration 81Q: 3 clusters Score -2.504697e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184124 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -25046982.000000 Penalty: 6020.146484
	Iteration 82Q: 3 clusters Score -2.504698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184142 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -25047018.000000 Penalty: 6020.146484
	Iteration 83Q: 3 clusters Score -2.504702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184155 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -25047030.000000 Penalty: 6020.146484
	Iteration 84Q: 3 clusters Score -2.504703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184167 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -25047030.000000 Penalty: 6020.146484
	Iteration 85Q: 3 clusters Score -2.504703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -25047034.000000 Penalty: 6020.146484
	Iteration 86Q: 3 clusters Score -2.504703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184185 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -25047024.000000 Penalty: 6020.146484
	Iteration 87Q: 3 clusters Score -2.504702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -25047028.000000 Penalty: 6020.146484
	Iteration 88Q: 3 clusters Score -2.504703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184198 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -25047036.000000 Penalty: 6020.146484
	Iteration 89Q: 3 clusters Score -2.504704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184206 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -25047038.000000 Penalty: 6020.146484
	Iteration 90Q: 3 clusters Score -2.504704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184211 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -25047042.000000 Penalty: 6020.146484
	Iteration 91Q: 3 clusters Score -2.504704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184212 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -25047044.000000 Penalty: 6020.146484
	Iteration 92Q: 3 clusters Score -2.504704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184212 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -25047028.000000 Penalty: 6020.146484
	Iteration 93Q: 3 clusters Score -2.504703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184216 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -25047028.000000 Penalty: 6020.146484
	Iteration 94Q: 3 clusters Score -2.504703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184223 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -25047036.000000 Penalty: 6020.146484
	Iteration 95Q: 3 clusters Score -2.504704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184227 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -25047032.000000 Penalty: 6020.146484
	Iteration 96Q: 3 clusters Score -2.504703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184232 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -25047044.000000 Penalty: 6020.146484
	Iteration 97Q: 3 clusters Score -2.504704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184236 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -25047032.000000 Penalty: 6020.146484
	Iteration 98Q: 3 clusters Score -2.504703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184241 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -25047042.000000 Penalty: 6020.146484
	Iteration 99Q: 3 clusters Score -2.504704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -25047022.000000 Penalty: 6020.146484
	Iteration 100F: 3 clusters Score -2.504702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184250 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -25047036.000000 Penalty: 6020.146484
	Iteration 101Q: 3 clusters Score -2.504704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184255 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -25047036.000000 Penalty: 6020.146484
	Iteration 102Q: 3 clusters Score -2.504704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184258 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -25047036.000000 Penalty: 6020.146484
	Iteration 103Q: 3 clusters Score -2.504704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184261 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -25047044.000000 Penalty: 6020.146484
	Iteration 104Q: 3 clusters Score -2.504704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184261 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -25047038.000000 Penalty: 6020.146484
	Iteration 105Q: 3 clusters Score -2.504704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184263 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -25047052.000000 Penalty: 6020.146484
	Iteration 106Q: 3 clusters Score -2.504705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184267 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -25047040.000000 Penalty: 6020.146484
	Iteration 107Q: 3 clusters Score -2.504704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184271 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -25047058.000000 Penalty: 6020.146484
	Iteration 108Q: 3 clusters Score -2.504706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184275 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -25047056.000000 Penalty: 6020.146484
	Iteration 109Q: 3 clusters Score -2.504706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184280 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -25047052.000000 Penalty: 6020.146484
	Iteration 110Q: 3 clusters Score -2.504705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184287 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -25047074.000000 Penalty: 6020.146484
	Iteration 111Q: 3 clusters Score -2.504707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184292 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -25047050.000000 Penalty: 6020.146484
	Iteration 112Q: 3 clusters Score -2.504705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184294 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -25047044.000000 Penalty: 6020.146484
	Iteration 113Q: 3 clusters Score -2.504704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184296 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -25047046.000000 Penalty: 6020.146484
	Iteration 114Q: 3 clusters Score -2.504705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184297 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -25047058.000000 Penalty: 6020.146484
	Iteration 115Q: 3 clusters Score -2.504706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184299 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -25047042.000000 Penalty: 6020.146484
	Iteration 116Q: 3 clusters Score -2.504704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184299 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -25047052.000000 Penalty: 6020.146484
	Iteration 117Q: 3 clusters Score -2.504705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184298 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -25047046.000000 Penalty: 6020.146484
	Iteration 118Q: 3 clusters Score -2.504705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184299 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -25047044.000000 Penalty: 6020.146484
	Iteration 119Q: 3 clusters Score -2.504704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184301 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -25047048.000000 Penalty: 6020.146484
	Iteration 120F: 3 clusters Score -2.504705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184301 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -25047054.000000 Penalty: 6020.146484
	Iteration 121Q: 3 clusters Score -2.504705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184303 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -25047066.000000 Penalty: 6020.146484
	Iteration 122Q: 3 clusters Score -2.504707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184303 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -25047066.000000 Penalty: 6020.146484
	Iteration 123F: 3 clusters Score -2.504707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -84628.976562 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -84628.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82939.109375 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -82939.11 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83212.257812 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -83212.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83300.796875 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -83300.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83337.875000 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -83337.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83369.398438 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -83369.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83405.914062 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -83405.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83448.179688 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -83448.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83484.320312 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -83484.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83510.343750 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -83510.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83526.523438 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -83526.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83535.515625 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -83535.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83543.765625 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -83543.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83556.390625 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -83556.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83572.242188 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -83572.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83588.445312 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -83588.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83603.695312 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -83603.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83611.351562 Penalty: 3249.335693
	Iteration 16Q: 3 clusters Score -83611.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83614.085938 Penalty: 3249.335693
	Iteration 17Q: 3 clusters Score -83614.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83617.781250 Penalty: 3249.335693
	Iteration 18Q: 3 clusters Score -83617.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83619.203125 Penalty: 3249.335693
	Iteration 19Q: 3 clusters Score -83619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -83620.976562 Penalty: 3249.335693
	Iteration 20F: 3 clusters Score -83620.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Entering Unmasked Estep 
Score: -1834228.500000 Penalty: 2373.491211
	Iteration 0F: 2 clusters Score -1834228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1823800.625000 Penalty: 4746.982422
	Iteration 0F: 3 clusters Score -1823801 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1826998.500000 Penalty: 4746.982422
	Iteration 1F: 3 clusters Score -1826998 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1827360.000000 Penalty: 4746.982422
	Iteration 2F: 3 clusters Score -1827360 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1827688.125000 Penalty: 4746.982422
	Iteration 3F: 3 clusters Score -1827688 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1827973.125000 Penalty: 4746.982422
	Iteration 4Q: 3 clusters Score -1827973 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1828266.875000 Penalty: 4746.982422
	Iteration 5Q: 3 clusters Score -1828267 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1828543.250000 Penalty: 4746.982422
	Iteration 6Q: 3 clusters Score -1828543 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1828765.625000 Penalty: 4746.982422
	Iteration 7Q: 3 clusters Score -1828766 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1828975.250000 Penalty: 4746.982422
	Iteration 8Q: 3 clusters Score -1828975 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1829185.125000 Penalty: 4746.982422
	Iteration 9Q: 3 clusters Score -1829185 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1829392.125000 Penalty: 4746.982422
	Iteration 10Q: 3 clusters Score -1829392 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1829633.500000 Penalty: 4746.982422
	Iteration 11Q: 3 clusters Score -1829634 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1829924.125000 Penalty: 4746.982422
	Iteration 12Q: 3 clusters Score -1829924 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1830249.625000 Penalty: 4746.982422
	Iteration 13Q: 3 clusters Score -1830250 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1830602.750000 Penalty: 4746.982422
	Iteration 14Q: 3 clusters Score -1830603 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1830960.250000 Penalty: 4746.982422
	Iteration 15Q: 3 clusters Score -1830960 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1831351.375000 Penalty: 4746.982422
	Iteration 16Q: 3 clusters Score -1831351 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1831711.250000 Penalty: 4746.982422
	Iteration 17Q: 3 clusters Score -1831711 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1831995.500000 Penalty: 4746.982422
	Iteration 18Q: 3 clusters Score -1831996 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1832263.875000 Penalty: 4746.982422
	Iteration 19Q: 3 clusters Score -1832264 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1832509.125000 Penalty: 4746.982422
	Iteration 20F: 3 clusters Score -1832509 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1832828.000000 Penalty: 4746.982422
	Iteration 21Q: 3 clusters Score -1832828 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1833057.750000 Penalty: 4746.982422
	Iteration 22Q: 3 clusters Score -1833058 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1833164.250000 Penalty: 4746.982422
	Iteration 23Q: 3 clusters Score -1833164 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1833230.500000 Penalty: 4746.982422
	Iteration 24Q: 3 clusters Score -1833230 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1833264.125000 Penalty: 4746.982422
	Iteration 25Q: 3 clusters Score -1833264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1833288.375000 Penalty: 4746.982422
	Iteration 26Q: 3 clusters Score -1833288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1833303.875000 Penalty: 4746.982422
	Iteration 27Q: 3 clusters Score -1833304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1833315.875000 Penalty: 4746.982422
	Iteration 28Q: 3 clusters Score -1833316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1833328.125000 Penalty: 4746.982422
	Iteration 29Q: 3 clusters Score -1833328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1833336.625000 Penalty: 4746.982422
	Iteration 30Q: 3 clusters Score -1833337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1833338.375000 Penalty: 4746.982422
	Iteration 31Q: 3 clusters Score -1833338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1833338.500000 Penalty: 4746.982422
	Iteration 32Q: 3 clusters Score -1833338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1833343.375000 Penalty: 4746.982422
	Iteration 33Q: 3 clusters Score -1833343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1833339.875000 Penalty: 4746.982422
	Iteration 34Q: 3 clusters Score -1833340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1833344.375000 Penalty: 4746.982422
	Iteration 35Q: 3 clusters Score -1833344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1833344.500000 Penalty: 4746.982422
	Iteration 36Q: 3 clusters Score -1833344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1833342.750000 Penalty: 4746.982422
	Iteration 37Q: 3 clusters Score -1833343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1833344.875000 Penalty: 4746.982422
	Iteration 38Q: 3 clusters Score -1833345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1833343.250000 Penalty: 4746.982422
	Iteration 39Q: 3 clusters Score -1833343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1833343.250000 Penalty: 4746.982422
	Iteration 40F: 3 clusters Score -1833343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8557 members 
Mstep: Class 4 contains 46987 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30374 members 
Mstep: Class 7 contains 178087 members 
Mstep: Class 8 contains 59236 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176651 members 
Mstep: Class 11 contains 159446 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49428 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49193 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 186725 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355008.000000 Penalty: 75875.242188
Iteration 319Q: 23 clusters Score -1.44355e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94908 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8554 members 
Mstep: Class 4 contains 46979 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30367 members 
Mstep: Class 7 contains 178104 members 
Mstep: Class 8 contains 59263 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176645 members 
Mstep: Class 11 contains 159427 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27895 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49215 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 186700 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355184.000000 Penalty: 75875.242188
Iteration 320F: 23 clusters Score -1.443552e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 2011 members 
Mstep: Class 3 contains 8548 members 
Mstep: Class 4 contains 46967 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30364 members 
Mstep: Class 7 contains 178102 members 
Mstep: Class 8 contains 59287 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176649 members 
Mstep: Class 11 contains 159414 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27896 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49439 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49228 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 186695 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355328.000000 Penalty: 75875.242188
Iteration 321Q: 23 clusters Score -1.443553e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 8545 members 
Mstep: Class 4 contains 46953 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30366 members 
Mstep: Class 7 contains 178122 members 
Mstep: Class 8 contains 59305 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176641 members 
Mstep: Class 11 contains 159403 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27896 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49442 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49233 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 186691 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355360.000000 Penalty: 75875.242188
Iteration 322Q: 23 clusters Score -1.443554e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 8543 members 
Mstep: Class 4 contains 46933 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30369 members 
Mstep: Class 7 contains 178143 members 
Mstep: Class 8 contains 59328 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176630 members 
Mstep: Class 11 contains 159390 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27900 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49443 members 
Mstep: Class 16 contains 2040 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49238 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 186676 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355312.000000 Penalty: 75875.242188
Iteration 323Q: 23 clusters Score -1.443553e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 8541 members 
Mstep: Class 4 contains 46922 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30371 members 
Mstep: Class 7 contains 178151 members 
Mstep: Class 8 contains 59351 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176621 members 
Mstep: Class 11 contains 159374 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27901 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49441 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49247 members 
Mstep: Class 19 contains 3768 members 
Mstep: Class 20 contains 186672 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355424.000000 Penalty: 75875.242188
Iteration 324Q: 23 clusters Score -1.443554e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 8539 members 
Mstep: Class 4 contains 46919 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30370 members 
Mstep: Class 7 contains 178155 members 
Mstep: Class 8 contains 59370 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176615 members 
Mstep: Class 11 contains 159382 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27904 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49446 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49250 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 186642 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355472.000000 Penalty: 75875.242188
Iteration 325Q: 23 clusters Score -1.443555e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 8535 members 
Mstep: Class 4 contains 46916 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30374 members 
Mstep: Class 7 contains 178156 members 
Mstep: Class 8 contains 59378 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176618 members 
Mstep: Class 11 contains 159391 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27902 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49443 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49254 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 186626 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355344.000000 Penalty: 75875.242188
Iteration 326Q: 23 clusters Score -1.443553e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 46914 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30371 members 
Mstep: Class 7 contains 178164 members 
Mstep: Class 8 contains 59392 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176620 members 
Mstep: Class 11 contains 159391 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27905 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49443 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49254 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 186610 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355456.000000 Penalty: 75875.242188
Iteration 327Q: 23 clusters Score -1.443555e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94886 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 8528 members 
Mstep: Class 4 contains 46906 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30368 members 
Mstep: Class 7 contains 178170 members 
Mstep: Class 8 contains 59413 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176615 members 
Mstep: Class 11 contains 159383 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27907 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49444 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49259 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 186607 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355472.000000 Penalty: 75875.242188
Iteration 328Q: 23 clusters Score -1.443555e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 2011 members 
Mstep: Class 3 contains 8523 members 
Mstep: Class 4 contains 46894 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30370 members 
Mstep: Class 7 contains 178170 members 
Mstep: Class 8 contains 59427 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176618 members 
Mstep: Class 11 contains 159363 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27917 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49448 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49265 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 186606 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355488.000000 Penalty: 75875.242188
Iteration 329Q: 23 clusters Score -1.443555e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 2011 members 
Mstep: Class 3 contains 8520 members 
Mstep: Class 4 contains 46885 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30372 members 
Mstep: Class 7 contains 178168 members 
Mstep: Class 8 contains 59440 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176619 members 
Mstep: Class 11 contains 159336 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27921 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49452 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49272 members 
Mstep: Class 19 contains 3768 members 
Mstep: Class 20 contains 186615 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 330Q: 23 clusters Score -1.443556e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94879 members 
Mstep: Class 2 contains 2011 members 
Mstep: Class 3 contains 8516 members 
Mstep: Class 4 contains 46876 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30373 members 
Mstep: Class 7 contains 178166 members 
Mstep: Class 8 contains 59456 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176617 members 
Mstep: Class 11 contains 159307 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27921 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49455 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49285 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186629 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355712.000000 Penalty: 75875.242188
Iteration 331Q: 23 clusters Score -1.443557e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 2011 members 
Mstep: Class 3 contains 8512 members 
Mstep: Class 4 contains 46868 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30373 members 
Mstep: Class 7 contains 178150 members 
Mstep: Class 8 contains 59467 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176615 members 
Mstep: Class 11 contains 159296 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27928 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49464 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49294 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186629 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 332Q: 23 clusters Score -1.443556e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8509 members 
Mstep: Class 4 contains 46861 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30371 members 
Mstep: Class 7 contains 178142 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176615 members 
Mstep: Class 11 contains 159292 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27928 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49467 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49303 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186633 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355568.000000 Penalty: 75875.242188
Iteration 333Q: 23 clusters Score -1.443556e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94879 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8504 members 
Mstep: Class 4 contains 46853 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30370 members 
Mstep: Class 7 contains 178141 members 
Mstep: Class 8 contains 59479 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176609 members 
Mstep: Class 11 contains 159289 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27931 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49312 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186641 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355616.000000 Penalty: 75875.242188
Iteration 334Q: 23 clusters Score -1.443556e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 46848 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30370 members 
Mstep: Class 7 contains 178132 members 
Mstep: Class 8 contains 59487 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176606 members 
Mstep: Class 11 contains 159294 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27931 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49322 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186646 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355456.000000 Penalty: 75875.242188
Iteration 335Q: 23 clusters Score -1.443555e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94873 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8498 members 
Mstep: Class 4 contains 46843 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30372 members 
Mstep: Class 7 contains 178131 members 
Mstep: Class 8 contains 59496 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176602 members 
Mstep: Class 11 contains 159293 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27938 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49327 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186637 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355536.000000 Penalty: 75875.242188
Iteration 336Q: 23 clusters Score -1.443555e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94866 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8492 members 
Mstep: Class 4 contains 46837 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30371 members 
Mstep: Class 7 contains 178134 members 
Mstep: Class 8 contains 59508 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176595 members 
Mstep: Class 11 contains 159298 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27940 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49337 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186629 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355504.000000 Penalty: 75875.242188
Iteration 337Q: 23 clusters Score -1.443555e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94862 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8486 members 
Mstep: Class 4 contains 46829 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30372 members 
Mstep: Class 7 contains 178128 members 
Mstep: Class 8 contains 59518 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176586 members 
Mstep: Class 11 contains 159309 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27942 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49475 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49343 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186628 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355504.000000 Penalty: 75875.242188
Iteration 338Q: 23 clusters Score -1.443555e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8480 members 
Mstep: Class 4 contains 46827 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30371 members 
Mstep: Class 7 contains 178130 members 
Mstep: Class 8 contains 59525 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176581 members 
Mstep: Class 11 contains 159316 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27945 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49473 members 
Mstep: Class 16 contains 2047 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49348 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186621 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355600.000000 Penalty: 75875.242188
Iteration 339Q: 23 clusters Score -1.443556e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 46818 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30372 members 
Mstep: Class 7 contains 178129 members 
Mstep: Class 8 contains 59533 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176581 members 
Mstep: Class 11 contains 159331 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27944 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49349 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186606 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355600.000000 Penalty: 75875.242188
Iteration 340F: 23 clusters Score -1.443556e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94858 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 46813 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30373 members 
Mstep: Class 7 contains 178139 members 
Mstep: Class 8 contains 59544 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176572 members 
Mstep: Class 11 contains 159341 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27945 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49351 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186589 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 341Q: 23 clusters Score -1.443557e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 46809 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30375 members 
Mstep: Class 7 contains 178141 members 
Mstep: Class 8 contains 59552 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176569 members 
Mstep: Class 11 contains 159354 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27945 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49353 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186571 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355632.000000 Penalty: 75875.242188
Iteration 342Q: 23 clusters Score -1.443556e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 46805 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30377 members 
Mstep: Class 7 contains 178139 members 
Mstep: Class 8 contains 59554 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176568 members 
Mstep: Class 11 contains 159368 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27946 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186554 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 343Q: 23 clusters Score -1.443557e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 46802 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30379 members 
Mstep: Class 7 contains 178144 members 
Mstep: Class 8 contains 59556 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176565 members 
Mstep: Class 11 contains 159379 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49370 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186531 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 344Q: 23 clusters Score -1.443557e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8473 members 
Mstep: Class 4 contains 46800 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30379 members 
Mstep: Class 7 contains 178146 members 
Mstep: Class 8 contains 59565 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176565 members 
Mstep: Class 11 contains 159387 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27950 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49377 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186510 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 345Q: 23 clusters Score -1.443556e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 46799 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178147 members 
Mstep: Class 8 contains 59570 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176565 members 
Mstep: Class 11 contains 159388 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49385 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186499 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355744.000000 Penalty: 75875.242188
Iteration 346Q: 23 clusters Score -1.443557e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 46796 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178150 members 
Mstep: Class 8 contains 59577 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176562 members 
Mstep: Class 11 contains 159387 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49384 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186491 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 347Q: 23 clusters Score -1.443557e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 46792 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178154 members 
Mstep: Class 8 contains 59580 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176561 members 
Mstep: Class 11 contains 159386 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27957 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49386 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186483 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355712.000000 Penalty: 75875.242188
Iteration 348Q: 23 clusters Score -1.443557e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 46789 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30383 members 
Mstep: Class 7 contains 178154 members 
Mstep: Class 8 contains 59584 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176560 members 
Mstep: Class 11 contains 159392 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27957 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49389 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186471 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355600.000000 Penalty: 75875.242188
Iteration 349Q: 23 clusters Score -1.443556e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94847 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 46789 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30383 members 
Mstep: Class 7 contains 178145 members 
Mstep: Class 8 contains 59591 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176563 members 
Mstep: Class 11 contains 159398 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27959 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49390 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186458 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355632.000000 Penalty: 75875.242188
Iteration 350Q: 23 clusters Score -1.443556e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 46788 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30385 members 
Mstep: Class 7 contains 178143 members 
Mstep: Class 8 contains 59597 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176566 members 
Mstep: Class 11 contains 159391 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27959 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49472 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49392 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186454 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 351Q: 23 clusters Score -1.443557e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94845 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 46785 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30384 members 
Mstep: Class 7 contains 178148 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176568 members 
Mstep: Class 11 contains 159394 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27960 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49393 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186443 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 352Q: 23 clusters Score -1.443557e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 46783 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30384 members 
Mstep: Class 7 contains 178148 members 
Mstep: Class 8 contains 59604 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176569 members 
Mstep: Class 11 contains 159406 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27959 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49395 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186431 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355744.000000 Penalty: 75875.242188
Iteration 353Q: 23 clusters Score -1.443557e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94847 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30384 members 
Mstep: Class 7 contains 178147 members 
Mstep: Class 8 contains 59609 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176568 members 
Mstep: Class 11 contains 159411 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27958 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49399 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186421 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 354Q: 23 clusters Score -1.443557e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30383 members 
Mstep: Class 7 contains 178142 members 
Mstep: Class 8 contains 59612 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176567 members 
Mstep: Class 11 contains 159421 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27957 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49402 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186411 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 355Q: 23 clusters Score -1.443557e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46775 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30384 members 
Mstep: Class 7 contains 178133 members 
Mstep: Class 8 contains 59619 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176571 members 
Mstep: Class 11 contains 159430 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27957 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49401 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186405 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355632.000000 Penalty: 75875.242188
Iteration 356Q: 23 clusters Score -1.443556e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46772 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30384 members 
Mstep: Class 7 contains 178130 members 
Mstep: Class 8 contains 59623 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176571 members 
Mstep: Class 11 contains 159432 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49403 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186405 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355632.000000 Penalty: 75875.242188
Iteration 357Q: 23 clusters Score -1.443556e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46771 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30384 members 
Mstep: Class 7 contains 178128 members 
Mstep: Class 8 contains 59628 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176569 members 
Mstep: Class 11 contains 159439 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49472 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49405 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186395 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 358Q: 23 clusters Score -1.443556e+08 nChanged 34
Entering ConstructFrom: 
Score: -144355648.000000 Penalty: 75875.242188
Entering ConstructFrom: 
Trying to split cluster 1 (94846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94846 members 
Entering Unmasked Estep 
Score: -12713476.000000 Penalty: 2842.082275
	Iteration 0F: 2 clusters Score -1.271348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -12649921.000000 Penalty: 5684.164551
	Iteration 0F: 3 clusters Score -1.264992e+07 nChanged 44847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -12675660.000000 Penalty: 5684.164551
	Iteration 1F: 3 clusters Score -1.267566e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -12676577.000000 Penalty: 5684.164551
	Iteration 2Q: 3 clusters Score -1.267658e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -12677770.000000 Penalty: 5684.164551
	Iteration 3Q: 3 clusters Score -1.267777e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -12679487.000000 Penalty: 5684.164551
	Iteration 4Q: 3 clusters Score -1.267949e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -12682115.000000 Penalty: 5684.164551
	Iteration 5F: 3 clusters Score -1.268212e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -12685728.000000 Penalty: 5684.164551
	Iteration 6F: 3 clusters Score -1.268573e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -12689809.000000 Penalty: 5684.164551
	Iteration 7F: 3 clusters Score -1.268981e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -12694298.000000 Penalty: 5684.164551
	Iteration 8F: 3 clusters Score -1.26943e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -12698864.000000 Penalty: 5684.164551
	Iteration 9F: 3 clusters Score -1.269886e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -12702632.000000 Penalty: 5684.164551
	Iteration 10Q: 3 clusters Score -1.270263e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -12704724.000000 Penalty: 5684.164551
	Iteration 11Q: 3 clusters Score -1.270472e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71462 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -12705712.000000 Penalty: 5684.164551
	Iteration 12Q: 3 clusters Score -1.270571e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -12706235.000000 Penalty: 5684.164551
	Iteration 13Q: 3 clusters Score -1.270624e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -12706646.000000 Penalty: 5684.164551
	Iteration 14Q: 3 clusters Score -1.270665e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -12707014.000000 Penalty: 5684.164551
	Iteration 15Q: 3 clusters Score -1.270701e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -12707326.000000 Penalty: 5684.164551
	Iteration 16Q: 3 clusters Score -1.270733e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -12707577.000000 Penalty: 5684.164551
	Iteration 17Q: 3 clusters Score -1.270758e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -12707916.000000 Penalty: 5684.164551
	Iteration 18Q: 3 clusters Score -1.270792e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -12708202.000000 Penalty: 5684.164551
	Iteration 19Q: 3 clusters Score -1.27082e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79926 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -12708523.000000 Penalty: 5684.164551
	Iteration 20F: 3 clusters Score -1.270852e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -12708767.000000 Penalty: 5684.164551
	Iteration 21Q: 3 clusters Score -1.270877e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81456 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -12708941.000000 Penalty: 5684.164551
	Iteration 22Q: 3 clusters Score -1.270894e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -12709086.000000 Penalty: 5684.164551
	Iteration 23Q: 3 clusters Score -1.270909e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -12709211.000000 Penalty: 5684.164551
	Iteration 24Q: 3 clusters Score -1.270921e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -12709366.000000 Penalty: 5684.164551
	Iteration 25Q: 3 clusters Score -1.270937e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -12709492.000000 Penalty: 5684.164551
	Iteration 26Q: 3 clusters Score -1.270949e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -12709604.000000 Penalty: 5684.164551
	Iteration 27Q: 3 clusters Score -1.27096e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85029 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -12709752.000000 Penalty: 5684.164551
	Iteration 28Q: 3 clusters Score -1.270975e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85550 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -12709906.000000 Penalty: 5684.164551
	Iteration 29Q: 3 clusters Score -1.270991e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86040 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -12710062.000000 Penalty: 5684.164551
	Iteration 30Q: 3 clusters Score -1.271006e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -12710185.000000 Penalty: 5684.164551
	Iteration 31Q: 3 clusters Score -1.271018e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -12710282.000000 Penalty: 5684.164551
	Iteration 32Q: 3 clusters Score -1.271028e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -12710335.000000 Penalty: 5684.164551
	Iteration 33Q: 3 clusters Score -1.271034e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -12710419.000000 Penalty: 5684.164551
	Iteration 34Q: 3 clusters Score -1.271042e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87831 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -12710454.000000 Penalty: 5684.164551
	Iteration 35Q: 3 clusters Score -1.271045e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -12710490.000000 Penalty: 5684.164551
	Iteration 36Q: 3 clusters Score -1.271049e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -12710592.000000 Penalty: 5684.164551
	Iteration 37Q: 3 clusters Score -1.271059e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -12710628.000000 Penalty: 5684.164551
	Iteration 38Q: 3 clusters Score -1.271063e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -12710645.000000 Penalty: 5684.164551
	Iteration 39Q: 3 clusters Score -1.271064e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -12710675.000000 Penalty: 5684.164551
	Iteration 40F: 3 clusters Score -1.271068e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -12710690.000000 Penalty: 5684.164551
	Iteration 41Q: 3 clusters Score -1.271069e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -12710697.000000 Penalty: 5684.164551
	Iteration 42Q: 3 clusters Score -1.27107e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -12710722.000000 Penalty: 5684.164551
	Iteration 43Q: 3 clusters Score -1.271072e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89632 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -12710814.000000 Penalty: 5684.164551
	Iteration 44Q: 3 clusters Score -1.271081e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -12710845.000000 Penalty: 5684.164551
	Iteration 45Q: 3 clusters Score -1.271084e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -12710893.000000 Penalty: 5684.164551
	Iteration 46Q: 3 clusters Score -1.271089e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -12710917.000000 Penalty: 5684.164551
	Iteration 47Q: 3 clusters Score -1.271092e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90249 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -12710919.000000 Penalty: 5684.164551
	Iteration 48Q: 3 clusters Score -1.271092e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -12710915.000000 Penalty: 5684.164551
	Iteration 49Q: 3 clusters Score -1.271092e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -12710943.000000 Penalty: 5684.164551
	Iteration 50Q: 3 clusters Score -1.271094e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -12710974.000000 Penalty: 5684.164551
	Iteration 51Q: 3 clusters Score -1.271097e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90665 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -12710965.000000 Penalty: 5684.164551
	Iteration 52Q: 3 clusters Score -1.271096e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -12710984.000000 Penalty: 5684.164551
	Iteration 53Q: 3 clusters Score -1.271098e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90842 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -12711024.000000 Penalty: 5684.164551
	Iteration 54Q: 3 clusters Score -1.271102e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -12711003.000000 Penalty: 5684.164551
	Iteration 55Q: 3 clusters Score -1.2711e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -12710999.000000 Penalty: 5684.164551
	Iteration 56Q: 3 clusters Score -1.2711e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -12711011.000000 Penalty: 5684.164551
	Iteration 57Q: 3 clusters Score -1.271101e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -12711034.000000 Penalty: 5684.164551
	Iteration 58Q: 3 clusters Score -1.271103e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91232 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -12711042.000000 Penalty: 5684.164551
	Iteration 59Q: 3 clusters Score -1.271104e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -12711061.000000 Penalty: 5684.164551
	Iteration 60F: 3 clusters Score -1.271106e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91339 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -12711054.000000 Penalty: 5684.164551
	Iteration 61Q: 3 clusters Score -1.271105e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -12711072.000000 Penalty: 5684.164551
	Iteration 62Q: 3 clusters Score -1.271107e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -12711090.000000 Penalty: 5684.164551
	Iteration 63Q: 3 clusters Score -1.271109e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -12711086.000000 Penalty: 5684.164551
	Iteration 64Q: 3 clusters Score -1.271109e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -12711097.000000 Penalty: 5684.164551
	Iteration 65Q: 3 clusters Score -1.27111e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -12711120.000000 Penalty: 5684.164551
	Iteration 66Q: 3 clusters Score -1.271112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -12711128.000000 Penalty: 5684.164551
	Iteration 67Q: 3 clusters Score -1.271113e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -12711102.000000 Penalty: 5684.164551
	Iteration 68Q: 3 clusters Score -1.27111e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -12711109.000000 Penalty: 5684.164551
	Iteration 69Q: 3 clusters Score -1.271111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -12711124.000000 Penalty: 5684.164551
	Iteration 70Q: 3 clusters Score -1.271112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91726 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -12711127.000000 Penalty: 5684.164551
	Iteration 71Q: 3 clusters Score -1.271113e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91758 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -12711141.000000 Penalty: 5684.164551
	Iteration 72Q: 3 clusters Score -1.271114e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -12711133.000000 Penalty: 5684.164551
	Iteration 73Q: 3 clusters Score -1.271113e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -12711144.000000 Penalty: 5684.164551
	Iteration 74Q: 3 clusters Score -1.271114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -12711159.000000 Penalty: 5684.164551
	Iteration 75Q: 3 clusters Score -1.271116e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -12711182.000000 Penalty: 5684.164551
	Iteration 76Q: 3 clusters Score -1.271118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -12711180.000000 Penalty: 5684.164551
	Iteration 77Q: 3 clusters Score -1.271118e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -12711178.000000 Penalty: 5684.164551
	Iteration 78Q: 3 clusters Score -1.271118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91978 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -12711187.000000 Penalty: 5684.164551
	Iteration 79Q: 3 clusters Score -1.271119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -12711196.000000 Penalty: 5684.164551
	Iteration 80F: 3 clusters Score -1.27112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -12711187.000000 Penalty: 5684.164551
	Iteration 81Q: 3 clusters Score -1.271119e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92048 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -12711183.000000 Penalty: 5684.164551
	Iteration 82Q: 3 clusters Score -1.271118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92069 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -12711191.000000 Penalty: 5684.164551
	Iteration 83Q: 3 clusters Score -1.271119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -12711192.000000 Penalty: 5684.164551
	Iteration 84Q: 3 clusters Score -1.271119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -12711203.000000 Penalty: 5684.164551
	Iteration 85Q: 3 clusters Score -1.27112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -12711203.000000 Penalty: 5684.164551
	Iteration 86Q: 3 clusters Score -1.27112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -12711211.000000 Penalty: 5684.164551
	Iteration 87Q: 3 clusters Score -1.271121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -12711212.000000 Penalty: 5684.164551
	Iteration 88Q: 3 clusters Score -1.271121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92162 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -12711204.000000 Penalty: 5684.164551
	Iteration 89Q: 3 clusters Score -1.27112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -12711199.000000 Penalty: 5684.164551
	Iteration 90Q: 3 clusters Score -1.27112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -12711196.000000 Penalty: 5684.164551
	Iteration 91Q: 3 clusters Score -1.27112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92202 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -12711213.000000 Penalty: 5684.164551
	Iteration 92Q: 3 clusters Score -1.271121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -12711202.000000 Penalty: 5684.164551
	Iteration 93Q: 3 clusters Score -1.27112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -12711192.000000 Penalty: 5684.164551
	Iteration 94Q: 3 clusters Score -1.271119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92254 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -12711211.000000 Penalty: 5684.164551
	Iteration 95Q: 3 clusters Score -1.271121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -12711219.000000 Penalty: 5684.164551
	Iteration 96Q: 3 clusters Score -1.271122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92286 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12711237.000000 Penalty: 5684.164551
	Iteration 97Q: 3 clusters Score -1.271124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -12711256.000000 Penalty: 5684.164551
	Iteration 98Q: 3 clusters Score -1.271126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -12711261.000000 Penalty: 5684.164551
	Iteration 99Q: 3 clusters Score -1.271126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -12711269.000000 Penalty: 5684.164551
	Iteration 100F: 3 clusters Score -1.271127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -12711271.000000 Penalty: 5684.164551
	Iteration 101Q: 3 clusters Score -1.271127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -12711272.000000 Penalty: 5684.164551
	Iteration 102Q: 3 clusters Score -1.271127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -12711275.000000 Penalty: 5684.164551
	Iteration 103Q: 3 clusters Score -1.271128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -12711279.000000 Penalty: 5684.164551
	Iteration 104Q: 3 clusters Score -1.271128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -12711281.000000 Penalty: 5684.164551
	Iteration 105Q: 3 clusters Score -1.271128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -12711280.000000 Penalty: 5684.164551
	Iteration 106Q: 3 clusters Score -1.271128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -12711280.000000 Penalty: 5684.164551
	Iteration 107F: 3 clusters Score -1.271128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -262928.218750 Penalty: 1886.876953
	Iteration 0F: 2 clusters Score -262928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -260315.906250 Penalty: 3773.753906
	Iteration 0F: 3 clusters Score -260315.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -260752.125000 Penalty: 3773.753906
	Iteration 1F: 3 clusters Score -260752.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -260898.234375 Penalty: 3773.753906
	Iteration 2F: 3 clusters Score -260898.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -260983.953125 Penalty: 3773.753906
	Iteration 3Q: 3 clusters Score -260984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -261042.250000 Penalty: 3773.753906
	Iteration 4Q: 3 clusters Score -261042.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -261074.890625 Penalty: 3773.753906
	Iteration 5Q: 3 clusters Score -261074.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -261094.484375 Penalty: 3773.753906
	Iteration 6Q: 3 clusters Score -261094.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -261127.968750 Penalty: 3773.753906
	Iteration 7Q: 3 clusters Score -261128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -261162.484375 Penalty: 3773.753906
	Iteration 8Q: 3 clusters Score -261162.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -261196.640625 Penalty: 3773.753906
	Iteration 9Q: 3 clusters Score -261196.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -261222.031250 Penalty: 3773.753906
	Iteration 10Q: 3 clusters Score -261222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -261240.875000 Penalty: 3773.753906
	Iteration 11Q: 3 clusters Score -261240.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -261258.406250 Penalty: 3773.753906
	Iteration 12Q: 3 clusters Score -261258.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -261274.359375 Penalty: 3773.753906
	Iteration 13Q: 3 clusters Score -261274.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -261295.093750 Penalty: 3773.753906
	Iteration 14Q: 3 clusters Score -261295.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -261318.734375 Penalty: 3773.753906
	Iteration 15Q: 3 clusters Score -261318.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -261347.718750 Penalty: 3773.753906
	Iteration 16Q: 3 clusters Score -261347.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -261372.218750 Penalty: 3773.753906
	Iteration 17Q: 3 clusters Score -261372.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -261399.468750 Penalty: 3773.753906
	Iteration 18Q: 3 clusters Score -261399.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -261424.546875 Penalty: 3773.753906
	Iteration 19Q: 3 clusters Score -261424.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -261450.859375 Penalty: 3773.753906
	Iteration 20F: 3 clusters Score -261450.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -261465.312500 Penalty: 3773.753906
	Iteration 21Q: 3 clusters Score -261465.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -261481.203125 Penalty: 3773.753906
	Iteration 22Q: 3 clusters Score -261481.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -261495.734375 Penalty: 3773.753906
	Iteration 23Q: 3 clusters Score -261495.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -261509.453125 Penalty: 3773.753906
	Iteration 24Q: 3 clusters Score -261509.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -261522.171875 Penalty: 3773.753906
	Iteration 25Q: 3 clusters Score -261522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -261531.843750 Penalty: 3773.753906
	Iteration 26Q: 3 clusters Score -261531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -261538.375000 Penalty: 3773.753906
	Iteration 27Q: 3 clusters Score -261538.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -261550.906250 Penalty: 3773.753906
	Iteration 28Q: 3 clusters Score -261550.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -261571.968750 Penalty: 3773.753906
	Iteration 29Q: 3 clusters Score -261572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -261593.906250 Penalty: 3773.753906
	Iteration 30Q: 3 clusters Score -261593.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -261614.484375 Penalty: 3773.753906
	Iteration 31Q: 3 clusters Score -261614.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -261634.093750 Penalty: 3773.753906
	Iteration 32Q: 3 clusters Score -261634.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -261652.859375 Penalty: 3773.753906
	Iteration 33Q: 3 clusters Score -261652.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -261666.593750 Penalty: 3773.753906
	Iteration 34Q: 3 clusters Score -261666.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -261673.453125 Penalty: 3773.753906
	Iteration 35Q: 3 clusters Score -261673.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -261678.890625 Penalty: 3773.753906
	Iteration 36Q: 3 clusters Score -261678.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -261687.125000 Penalty: 3773.753906
	Iteration 37Q: 3 clusters Score -261687.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -261697.437500 Penalty: 3773.753906
	Iteration 38Q: 3 clusters Score -261697.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -261705.265625 Penalty: 3773.753906
	Iteration 39Q: 3 clusters Score -261705.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -261710.218750 Penalty: 3773.753906
	Iteration 40F: 3 clusters Score -261710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -261712.125000 Penalty: 3773.753906
	Iteration 41Q: 3 clusters Score -261712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -261717.671875 Penalty: 3773.753906
	Iteration 42Q: 3 clusters Score -261717.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -261721.718750 Penalty: 3773.753906
	Iteration 43Q: 3 clusters Score -261721.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -261724.781250 Penalty: 3773.753906
	Iteration 44Q: 3 clusters Score -261724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -261727.937500 Penalty: 3773.753906
	Iteration 45Q: 3 clusters Score -261727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -261730.234375 Penalty: 3773.753906
	Iteration 46Q: 3 clusters Score -261730.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -261733.046875 Penalty: 3773.753906
	Iteration 47Q: 3 clusters Score -261733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -261735.718750 Penalty: 3773.753906
	Iteration 48Q: 3 clusters Score -261735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -261737.546875 Penalty: 3773.753906
	Iteration 49Q: 3 clusters Score -261737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -261739.343750 Penalty: 3773.753906
	Iteration 50Q: 3 clusters Score -261739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -261741.640625 Penalty: 3773.753906
	Iteration 51Q: 3 clusters Score -261741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -261742.687500 Penalty: 3773.753906
	Iteration 52Q: 3 clusters Score -261742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -261745.328125 Penalty: 3773.753906
	Iteration 53Q: 3 clusters Score -261745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -261746.859375 Penalty: 3773.753906
	Iteration 54Q: 3 clusters Score -261746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -261747.812500 Penalty: 3773.753906
	Iteration 55Q: 3 clusters Score -261747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -261747.812500 Penalty: 3773.753906
	Iteration 56F: 3 clusters Score -261747.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Entering Unmasked Estep 
Score: -1142222.375000 Penalty: 2242.953613
	Iteration 0F: 2 clusters Score -1142222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1135482.750000 Penalty: 4485.907227
	Iteration 0F: 3 clusters Score -1135483 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1137403.500000 Penalty: 4485.907227
	Iteration 1F: 3 clusters Score -1137404 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1137758.625000 Penalty: 4485.907227
	Iteration 2F: 3 clusters Score -1137759 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1138118.750000 Penalty: 4485.907227
	Iteration 3F: 3 clusters Score -1138119 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1138505.500000 Penalty: 4485.907227
	Iteration 4F: 3 clusters Score -1138506 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1138873.750000 Penalty: 4485.907227
	Iteration 5F: 3 clusters Score -1138874 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1139220.500000 Penalty: 4485.907227
	Iteration 6F: 3 clusters Score -1139220 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1139522.375000 Penalty: 4485.907227
	Iteration 7F: 3 clusters Score -1139522 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1139740.500000 Penalty: 4485.907227
	Iteration 8Q: 3 clusters Score -1139740 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1139933.125000 Penalty: 4485.907227
	Iteration 9Q: 3 clusters Score -1139933 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1140095.500000 Penalty: 4485.907227
	Iteration 10Q: 3 clusters Score -1140096 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1140224.375000 Penalty: 4485.907227
	Iteration 11Q: 3 clusters Score -1140224 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1140326.125000 Penalty: 4485.907227
	Iteration 12Q: 3 clusters Score -1140326 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1140404.750000 Penalty: 4485.907227
	Iteration 13Q: 3 clusters Score -1140405 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1140460.500000 Penalty: 4485.907227
	Iteration 14Q: 3 clusters Score -1140460 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1140515.125000 Penalty: 4485.907227
	Iteration 15Q: 3 clusters Score -1140515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1140552.000000 Penalty: 4485.907227
	Iteration 16Q: 3 clusters Score -1140552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1140579.250000 Penalty: 4485.907227
	Iteration 17Q: 3 clusters Score -1140579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1140591.125000 Penalty: 4485.907227
	Iteration 18Q: 3 clusters Score -1140591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1140603.625000 Penalty: 4485.907227
	Iteration 19Q: 3 clusters Score -1140604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1140611.625000 Penalty: 4485.907227
	Iteration 20F: 3 clusters Score -1140612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1140615.125000 Penalty: 4485.907227
	Iteration 21Q: 3 clusters Score -1140615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1140621.625000 Penalty: 4485.907227
	Iteration 22Q: 3 clusters Score -1140622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1140628.750000 Penalty: 4485.907227
	Iteration 23Q: 3 clusters Score -1140629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1140636.125000 Penalty: 4485.907227
	Iteration 24Q: 3 clusters Score -1140636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1140645.125000 Penalty: 4485.907227
	Iteration 25Q: 3 clusters Score -1140645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1140647.250000 Penalty: 4485.907227
	Iteration 26Q: 3 clusters Score -1140647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1140651.250000 Penalty: 4485.907227
	Iteration 27Q: 3 clusters Score -1140651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1140659.500000 Penalty: 4485.907227
	Iteration 28Q: 3 clusters Score -1140660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1140665.125000 Penalty: 4485.907227
	Iteration 29Q: 3 clusters Score -1140665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1140667.375000 Penalty: 4485.907227
	Iteration 30Q: 3 clusters Score -1140667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1140668.625000 Penalty: 4485.907227
	Iteration 31Q: 3 clusters Score -1140669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1140673.625000 Penalty: 4485.907227
	Iteration 32Q: 3 clusters Score -1140674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1140676.250000 Penalty: 4485.907227
	Iteration 33Q: 3 clusters Score -1140676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1140685.750000 Penalty: 4485.907227
	Iteration 34Q: 3 clusters Score -1140686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1140689.750000 Penalty: 4485.907227
	Iteration 35Q: 3 clusters Score -1140690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1140689.750000 Penalty: 4485.907227
	Iteration 36Q: 3 clusters Score -1140690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1140689.750000 Penalty: 4485.907227
	Iteration 37F: 3 clusters Score -1140690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Entering Unmasked Estep 
Score: -6327956.500000 Penalty: 2666.737793
	Iteration 0F: 2 clusters Score -6327956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -6296432.500000 Penalty: 5333.475586
	Iteration 0F: 3 clusters Score -6296432 nChanged 21546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -6308282.000000 Penalty: 5333.475586
	Iteration 1F: 3 clusters Score -6308282 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -6308705.500000 Penalty: 5333.475586
	Iteration 2Q: 3 clusters Score -6308706 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -6309149.000000 Penalty: 5333.475586
	Iteration 3Q: 3 clusters Score -6309149 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -6309527.000000 Penalty: 5333.475586
	Iteration 4Q: 3 clusters Score -6309527 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -6310123.000000 Penalty: 5333.475586
	Iteration 5Q: 3 clusters Score -6310123 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -6310950.000000 Penalty: 5333.475586
	Iteration 6Q: 3 clusters Score -6310950 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -6312329.000000 Penalty: 5333.475586
	Iteration 7F: 3 clusters Score -6312329 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -6314612.000000 Penalty: 5333.475586
	Iteration 8F: 3 clusters Score -6314612 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -6317851.500000 Penalty: 5333.475586
	Iteration 9F: 3 clusters Score -6317852 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -6321255.000000 Penalty: 5333.475586
	Iteration 10F: 3 clusters Score -6321255 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -6323717.000000 Penalty: 5333.475586
	Iteration 11F: 3 clusters Score -6323717 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -6324973.000000 Penalty: 5333.475586
	Iteration 12Q: 3 clusters Score -6324973 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -6325523.000000 Penalty: 5333.475586
	Iteration 13Q: 3 clusters Score -6325523 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -6325730.500000 Penalty: 5333.475586
	Iteration 14Q: 3 clusters Score -6325730 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -6325816.000000 Penalty: 5333.475586
	Iteration 15Q: 3 clusters Score -6325816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -6325854.500000 Penalty: 5333.475586
	Iteration 16Q: 3 clusters Score -6325854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -6325909.000000 Penalty: 5333.475586
	Iteration 17Q: 3 clusters Score -6325909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -6325932.500000 Penalty: 5333.475586
	Iteration 18Q: 3 clusters Score -6325932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -6325949.000000 Penalty: 5333.475586
	Iteration 19Q: 3 clusters Score -6325949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -6325959.000000 Penalty: 5333.475586
	Iteration 20F: 3 clusters Score -6325959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -6325981.000000 Penalty: 5333.475586
	Iteration 21Q: 3 clusters Score -6325981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -6325983.000000 Penalty: 5333.475586
	Iteration 22Q: 3 clusters Score -6325983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -6326003.500000 Penalty: 5333.475586
	Iteration 23Q: 3 clusters Score -6326004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -6325997.500000 Penalty: 5333.475586
	Iteration 24Q: 3 clusters Score -6325998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -6325999.000000 Penalty: 5333.475586
	Iteration 25Q: 3 clusters Score -6325999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -6326010.000000 Penalty: 5333.475586
	Iteration 26Q: 3 clusters Score -6326010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -6326016.000000 Penalty: 5333.475586
	Iteration 27Q: 3 clusters Score -6326016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -6326016.000000 Penalty: 5333.475586
	Iteration 28F: 3 clusters Score -6326016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -175719.453125 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -175719.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -173531.593750 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -173531.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -173884.156250 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -173884.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -173972.328125 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -173972.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -174017.046875 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -174017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -174046.265625 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -174046.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -174066.796875 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -174066.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -174080.062500 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -174080.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -174095.703125 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -174095.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -174108.468750 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -174108.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -174116.093750 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -174116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -174119.468750 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -174119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -174120.781250 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -174120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -174129.234375 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -174129.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174141.921875 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -174141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174147.750000 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -174147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174149.609375 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -174149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -174151.953125 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -174152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -174158.156250 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -174158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -174165.671875 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -174165.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -174170.328125 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -174170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -174172.046875 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -174172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -174172.531250 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -174172.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -174172.531250 Penalty: 3592.782471
	Iteration 22F: 3 clusters Score -174172.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Entering Unmasked Estep 
Score: -4127891.250000 Penalty: 2559.766357
	Iteration 0F: 2 clusters Score -4127891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -4107046.750000 Penalty: 5119.532715
	Iteration 0F: 3 clusters Score -4107047 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -4114587.500000 Penalty: 5119.532715
	Iteration 1F: 3 clusters Score -4114588 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -4115035.000000 Penalty: 5119.532715
	Iteration 2Q: 3 clusters Score -4115035 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4115428.000000 Penalty: 5119.532715
	Iteration 3Q: 3 clusters Score -4115428 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -4115831.250000 Penalty: 5119.532715
	Iteration 4Q: 3 clusters Score -4115831 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -4116278.500000 Penalty: 5119.532715
	Iteration 5Q: 3 clusters Score -4116278 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4116831.500000 Penalty: 5119.532715
	Iteration 6Q: 3 clusters Score -4116832 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4117554.250000 Penalty: 5119.532715
	Iteration 7Q: 3 clusters Score -4117554 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -4118522.000000 Penalty: 5119.532715
	Iteration 8F: 3 clusters Score -4118522 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -4119742.750000 Penalty: 5119.532715
	Iteration 9F: 3 clusters Score -4119743 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -4121228.500000 Penalty: 5119.532715
	Iteration 10F: 3 clusters Score -4121228 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4122406.500000 Penalty: 5119.532715
	Iteration 11F: 3 clusters Score -4122406 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4123069.250000 Penalty: 5119.532715
	Iteration 12Q: 3 clusters Score -4123069 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4123383.500000 Penalty: 5119.532715
	Iteration 13Q: 3 clusters Score -4123384 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -4123585.500000 Penalty: 5119.532715
	Iteration 14Q: 3 clusters Score -4123586 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -4123748.750000 Penalty: 5119.532715
	Iteration 15Q: 3 clusters Score -4123749 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4123875.750000 Penalty: 5119.532715
	Iteration 16Q: 3 clusters Score -4123876 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4123979.750000 Penalty: 5119.532715
	Iteration 17Q: 3 clusters Score -4123980 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -4124100.000000 Penalty: 5119.532715
	Iteration 18Q: 3 clusters Score -4124100 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -4124185.750000 Penalty: 5119.532715
	Iteration 19Q: 3 clusters Score -4124186 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4124302.500000 Penalty: 5119.532715
	Iteration 20F: 3 clusters Score -4124302 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -4124372.500000 Penalty: 5119.532715
	Iteration 21Q: 3 clusters Score -4124372 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -4124419.250000 Penalty: 5119.532715
	Iteration 22Q: 3 clusters Score -4124419 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -4124486.500000 Penalty: 5119.532715
	Iteration 23Q: 3 clusters Score -4124486 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -4124523.500000 Penalty: 5119.532715
	Iteration 24Q: 3 clusters Score -4124524 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4124569.250000 Penalty: 5119.532715
	Iteration 25Q: 3 clusters Score -4124569 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -4124603.500000 Penalty: 5119.532715
	Iteration 26Q: 3 clusters Score -4124604 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4124643.750000 Penalty: 5119.532715
	Iteration 27Q: 3 clusters Score -4124644 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -4124675.000000 Penalty: 5119.532715
	Iteration 28Q: 3 clusters Score -4124675 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -4124690.250000 Penalty: 5119.532715
	Iteration 29Q: 3 clusters Score -4124690 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -4124714.750000 Penalty: 5119.532715
	Iteration 30Q: 3 clusters Score -4124715 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -4124741.250000 Penalty: 5119.532715
	Iteration 31Q: 3 clusters Score -4124741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -4124757.500000 Penalty: 5119.532715
	Iteration 32Q: 3 clusters Score -4124758 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4124785.500000 Penalty: 5119.532715
	Iteration 33Q: 3 clusters Score -4124786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4124803.000000 Penalty: 5119.532715
	Iteration 34Q: 3 clusters Score -4124803 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4124825.000000 Penalty: 5119.532715
	Iteration 35Q: 3 clusters Score -4124825 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -4124840.750000 Penalty: 5119.532715
	Iteration 36Q: 3 clusters Score -4124841 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -4124855.250000 Penalty: 5119.532715
	Iteration 37Q: 3 clusters Score -4124855 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -4124882.000000 Penalty: 5119.532715
	Iteration 38Q: 3 clusters Score -4124882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4124899.750000 Penalty: 5119.532715
	Iteration 39Q: 3 clusters Score -4124900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4124907.000000 Penalty: 5119.532715
	Iteration 40F: 3 clusters Score -4124907 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -4124916.500000 Penalty: 5119.532715
	Iteration 41Q: 3 clusters Score -4124916 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4124934.750000 Penalty: 5119.532715
	Iteration 42Q: 3 clusters Score -4124935 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -4124950.250000 Penalty: 5119.532715
	Iteration 43Q: 3 clusters Score -4124950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4124959.000000 Penalty: 5119.532715
	Iteration 44Q: 3 clusters Score -4124959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4124964.500000 Penalty: 5119.532715
	Iteration 45Q: 3 clusters Score -4124964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -4124978.500000 Penalty: 5119.532715
	Iteration 46Q: 3 clusters Score -4124978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -4124993.000000 Penalty: 5119.532715
	Iteration 47Q: 3 clusters Score -4124993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4124997.250000 Penalty: 5119.532715
	Iteration 48Q: 3 clusters Score -4124997 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -4125010.750000 Penalty: 5119.532715
	Iteration 49Q: 3 clusters Score -4125011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4125025.500000 Penalty: 5119.532715
	Iteration 50Q: 3 clusters Score -4125026 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4125043.250000 Penalty: 5119.532715
	Iteration 51Q: 3 clusters Score -4125043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -4125055.000000 Penalty: 5119.532715
	Iteration 52Q: 3 clusters Score -4125055 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -4125076.500000 Penalty: 5119.532715
	Iteration 53Q: 3 clusters Score -4125076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4125085.250000 Penalty: 5119.532715
	Iteration 54Q: 3 clusters Score -4125085 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4125080.500000 Penalty: 5119.532715
	Iteration 55Q: 3 clusters Score -4125080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4125091.750000 Penalty: 5119.532715
	Iteration 56Q: 3 clusters Score -4125092 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4125120.250000 Penalty: 5119.532715
	Iteration 57Q: 3 clusters Score -4125120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4125131.500000 Penalty: 5119.532715
	Iteration 58Q: 3 clusters Score -4125132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4125138.750000 Penalty: 5119.532715
	Iteration 59Q: 3 clusters Score -4125139 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4125162.000000 Penalty: 5119.532715
	Iteration 60F: 3 clusters Score -4125162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4125172.500000 Penalty: 5119.532715
	Iteration 61Q: 3 clusters Score -4125172 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4125194.750000 Penalty: 5119.532715
	Iteration 62Q: 3 clusters Score -4125195 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4125213.000000 Penalty: 5119.532715
	Iteration 63Q: 3 clusters Score -4125213 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4125231.750000 Penalty: 5119.532715
	Iteration 64Q: 3 clusters Score -4125232 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4125255.000000 Penalty: 5119.532715
	Iteration 65Q: 3 clusters Score -4125255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4125257.750000 Penalty: 5119.532715
	Iteration 66Q: 3 clusters Score -4125258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4125270.500000 Penalty: 5119.532715
	Iteration 67Q: 3 clusters Score -4125270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4125291.000000 Penalty: 5119.532715
	Iteration 68Q: 3 clusters Score -4125291 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4125292.750000 Penalty: 5119.532715
	Iteration 69Q: 3 clusters Score -4125293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4125316.000000 Penalty: 5119.532715
	Iteration 70Q: 3 clusters Score -4125316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4125319.750000 Penalty: 5119.532715
	Iteration 71Q: 3 clusters Score -4125320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4125336.750000 Penalty: 5119.532715
	Iteration 72Q: 3 clusters Score -4125337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4125361.000000 Penalty: 5119.532715
	Iteration 73Q: 3 clusters Score -4125361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4125372.750000 Penalty: 5119.532715
	Iteration 74Q: 3 clusters Score -4125373 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4125383.500000 Penalty: 5119.532715
	Iteration 75Q: 3 clusters Score -4125384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4125390.500000 Penalty: 5119.532715
	Iteration 76Q: 3 clusters Score -4125390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4125395.000000 Penalty: 5119.532715
	Iteration 77Q: 3 clusters Score -4125395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4125405.000000 Penalty: 5119.532715
	Iteration 78Q: 3 clusters Score -4125405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4125410.250000 Penalty: 5119.532715
	Iteration 79Q: 3 clusters Score -4125410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4125406.750000 Penalty: 5119.532715
	Iteration 80F: 3 clusters Score -4125407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4125407.250000 Penalty: 5119.532715
	Iteration 81Q: 3 clusters Score -4125407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4125413.750000 Penalty: 5119.532715
	Iteration 82Q: 3 clusters Score -4125414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4125413.250000 Penalty: 5119.532715
	Iteration 83Q: 3 clusters Score -4125413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4125427.000000 Penalty: 5119.532715
	Iteration 84Q: 3 clusters Score -4125427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4125448.500000 Penalty: 5119.532715
	Iteration 85Q: 3 clusters Score -4125448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4125460.750000 Penalty: 5119.532715
	Iteration 86Q: 3 clusters Score -4125461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4125470.500000 Penalty: 5119.532715
	Iteration 87Q: 3 clusters Score -4125470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4125482.500000 Penalty: 5119.532715
	Iteration 88Q: 3 clusters Score -4125482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4125488.750000 Penalty: 5119.532715
	Iteration 89Q: 3 clusters Score -4125489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4125502.000000 Penalty: 5119.532715
	Iteration 90Q: 3 clusters Score -4125502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4125510.750000 Penalty: 5119.532715
	Iteration 91Q: 3 clusters Score -4125511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4125529.750000 Penalty: 5119.532715
	Iteration 92Q: 3 clusters Score -4125530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4125535.000000 Penalty: 5119.532715
	Iteration 93Q: 3 clusters Score -4125535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4125539.750000 Penalty: 5119.532715
	Iteration 94Q: 3 clusters Score -4125540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4125542.000000 Penalty: 5119.532715
	Iteration 95Q: 3 clusters Score -4125542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4125557.000000 Penalty: 5119.532715
	Iteration 96Q: 3 clusters Score -4125557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4125576.750000 Penalty: 5119.532715
	Iteration 97Q: 3 clusters Score -4125577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4125588.000000 Penalty: 5119.532715
	Iteration 98Q: 3 clusters Score -4125588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4125596.000000 Penalty: 5119.532715
	Iteration 99Q: 3 clusters Score -4125596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4125609.250000 Penalty: 5119.532715
	Iteration 100F: 3 clusters Score -4125609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4125621.250000 Penalty: 5119.532715
	Iteration 101Q: 3 clusters Score -4125621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4125621.500000 Penalty: 5119.532715
	Iteration 102Q: 3 clusters Score -4125622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4125626.500000 Penalty: 5119.532715
	Iteration 103Q: 3 clusters Score -4125626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4125634.750000 Penalty: 5119.532715
	Iteration 104Q: 3 clusters Score -4125635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4125640.750000 Penalty: 5119.532715
	Iteration 105Q: 3 clusters Score -4125641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4125642.250000 Penalty: 5119.532715
	Iteration 106Q: 3 clusters Score -4125642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4125646.500000 Penalty: 5119.532715
	Iteration 107Q: 3 clusters Score -4125646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4125644.250000 Penalty: 5119.532715
	Iteration 108Q: 3 clusters Score -4125644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4125647.000000 Penalty: 5119.532715
	Iteration 109Q: 3 clusters Score -4125647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4125651.000000 Penalty: 5119.532715
	Iteration 110Q: 3 clusters Score -4125651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4125653.000000 Penalty: 5119.532715
	Iteration 111Q: 3 clusters Score -4125653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4125653.000000 Penalty: 5119.532715
	Iteration 112Q: 3 clusters Score -4125653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4125654.750000 Penalty: 5119.532715
	Iteration 113Q: 3 clusters Score -4125655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4125651.750000 Penalty: 5119.532715
	Iteration 114Q: 3 clusters Score -4125652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4125654.250000 Penalty: 5119.532715
	Iteration 115Q: 3 clusters Score -4125654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4125654.250000 Penalty: 5119.532715
	Iteration 116Q: 3 clusters Score -4125654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4125654.000000 Penalty: 5119.532715
	Iteration 117Q: 3 clusters Score -4125654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4125657.500000 Penalty: 5119.532715
	Iteration 118Q: 3 clusters Score -4125658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4125658.000000 Penalty: 5119.532715
	Iteration 119Q: 3 clusters Score -4125658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4125667.000000 Penalty: 5119.532715
	Iteration 120F: 3 clusters Score -4125667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4125660.250000 Penalty: 5119.532715
	Iteration 121Q: 3 clusters Score -4125660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4125661.500000 Penalty: 5119.532715
	Iteration 122Q: 3 clusters Score -4125662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4125664.750000 Penalty: 5119.532715
	Iteration 123Q: 3 clusters Score -4125665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4125667.750000 Penalty: 5119.532715
	Iteration 124Q: 3 clusters Score -4125668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4125664.750000 Penalty: 5119.532715
	Iteration 125Q: 3 clusters Score -4125665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4125663.250000 Penalty: 5119.532715
	Iteration 126Q: 3 clusters Score -4125663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4125662.750000 Penalty: 5119.532715
	Iteration 127Q: 3 clusters Score -4125663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4125662.750000 Penalty: 5119.532715
	Iteration 128F: 3 clusters Score -4125663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (178124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178124 members 
Entering Unmasked Estep 
Score: -23834494.000000 Penalty: 2998.378174
	Iteration 0F: 2 clusters Score -2.383449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 89130 members 
Entering Unmasked Estep 
Score: -23719024.000000 Penalty: 5996.756348
	Iteration 0F: 3 clusters Score -2.371902e+07 nChanged 85198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -23768210.000000 Penalty: 5996.756348
	Iteration 1F: 3 clusters Score -2.376821e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -23768810.000000 Penalty: 5996.756348
	Iteration 2Q: 3 clusters Score -2.376881e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -23769456.000000 Penalty: 5996.756348
	Iteration 3Q: 3 clusters Score -2.376946e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -23770154.000000 Penalty: 5996.756348
	Iteration 4Q: 3 clusters Score -2.377015e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -23771026.000000 Penalty: 5996.756348
	Iteration 5Q: 3 clusters Score -2.377103e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -23771900.000000 Penalty: 5996.756348
	Iteration 6Q: 3 clusters Score -2.37719e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81108 members 
Mstep: Class 2 contains 97016 members 
Entering Unmasked Estep 
Score: -23773196.000000 Penalty: 5996.756348
	Iteration 7Q: 3 clusters Score -2.37732e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -23775134.000000 Penalty: 5996.756348
	Iteration 8Q: 3 clusters Score -2.377513e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -23778434.000000 Penalty: 5996.756348
	Iteration 9Q: 3 clusters Score -2.377843e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -23784000.000000 Penalty: 5996.756348
	Iteration 10F: 3 clusters Score -2.3784e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 126271 members 
Entering Unmasked Estep 
Score: -23792624.000000 Penalty: 5996.756348
	Iteration 11F: 3 clusters Score -2.379262e+07 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 137854 members 
Entering Unmasked Estep 
Score: -23803210.000000 Penalty: 5996.756348
	Iteration 12F: 3 clusters Score -2.380321e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 147808 members 
Entering Unmasked Estep 
Score: -23812892.000000 Penalty: 5996.756348
	Iteration 13F: 3 clusters Score -2.381289e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 155162 members 
Entering Unmasked Estep 
Score: -23819678.000000 Penalty: 5996.756348
	Iteration 14Q: 3 clusters Score -2.381968e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 160411 members 
Entering Unmasked Estep 
Score: -23823550.000000 Penalty: 5996.756348
	Iteration 15Q: 3 clusters Score -2.382355e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 164222 members 
Entering Unmasked Estep 
Score: -23825976.000000 Penalty: 5996.756348
	Iteration 16Q: 3 clusters Score -2.382598e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 167166 members 
Entering Unmasked Estep 
Score: -23827682.000000 Penalty: 5996.756348
	Iteration 17Q: 3 clusters Score -2.382768e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 169358 members 
Entering Unmasked Estep 
Score: -23828834.000000 Penalty: 5996.756348
	Iteration 18Q: 3 clusters Score -2.382883e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 171029 members 
Entering Unmasked Estep 
Score: -23829616.000000 Penalty: 5996.756348
	Iteration 19Q: 3 clusters Score -2.382962e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 172340 members 
Entering Unmasked Estep 
Score: -23830268.000000 Penalty: 5996.756348
	Iteration 20F: 3 clusters Score -2.383027e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 173391 members 
Entering Unmasked Estep 
Score: -23830768.000000 Penalty: 5996.756348
	Iteration 21Q: 3 clusters Score -2.383077e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 174196 members 
Entering Unmasked Estep 
Score: -23831138.000000 Penalty: 5996.756348
	Iteration 22Q: 3 clusters Score -2.383114e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 174794 members 
Entering Unmasked Estep 
Score: -23831386.000000 Penalty: 5996.756348
	Iteration 23Q: 3 clusters Score -2.383139e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 175239 members 
Entering Unmasked Estep 
Score: -23831514.000000 Penalty: 5996.756348
	Iteration 24Q: 3 clusters Score -2.383151e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 175599 members 
Entering Unmasked Estep 
Score: -23831674.000000 Penalty: 5996.756348
	Iteration 25Q: 3 clusters Score -2.383167e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 175866 members 
Entering Unmasked Estep 
Score: -23831768.000000 Penalty: 5996.756348
	Iteration 26Q: 3 clusters Score -2.383177e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 176079 members 
Entering Unmasked Estep 
Score: -23831870.000000 Penalty: 5996.756348
	Iteration 27Q: 3 clusters Score -2.383187e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 176237 members 
Entering Unmasked Estep 
Score: -23831900.000000 Penalty: 5996.756348
	Iteration 28Q: 3 clusters Score -2.38319e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 176352 members 
Entering Unmasked Estep 
Score: -23831954.000000 Penalty: 5996.756348
	Iteration 29Q: 3 clusters Score -2.383195e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 176446 members 
Entering Unmasked Estep 
Score: -23831986.000000 Penalty: 5996.756348
	Iteration 30Q: 3 clusters Score -2.383199e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 176522 members 
Entering Unmasked Estep 
Score: -23831980.000000 Penalty: 5996.756348
	Iteration 31Q: 3 clusters Score -2.383198e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 176600 members 
Entering Unmasked Estep 
Score: -23832046.000000 Penalty: 5996.756348
	Iteration 32Q: 3 clusters Score -2.383205e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 176647 members 
Entering Unmasked Estep 
Score: -23832036.000000 Penalty: 5996.756348
	Iteration 33Q: 3 clusters Score -2.383204e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 176692 members 
Entering Unmasked Estep 
Score: -23832048.000000 Penalty: 5996.756348
	Iteration 34Q: 3 clusters Score -2.383205e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 176732 members 
Entering Unmasked Estep 
Score: -23832076.000000 Penalty: 5996.756348
	Iteration 35Q: 3 clusters Score -2.383208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 176764 members 
Entering Unmasked Estep 
Score: -23832104.000000 Penalty: 5996.756348
	Iteration 36Q: 3 clusters Score -2.38321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 176782 members 
Entering Unmasked Estep 
Score: -23832150.000000 Penalty: 5996.756348
	Iteration 37Q: 3 clusters Score -2.383215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 176801 members 
Entering Unmasked Estep 
Score: -23832152.000000 Penalty: 5996.756348
	Iteration 38Q: 3 clusters Score -2.383215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 176818 members 
Entering Unmasked Estep 
Score: -23832164.000000 Penalty: 5996.756348
	Iteration 39Q: 3 clusters Score -2.383216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 176832 members 
Entering Unmasked Estep 
Score: -23832166.000000 Penalty: 5996.756348
	Iteration 40F: 3 clusters Score -2.383217e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -23832180.000000 Penalty: 5996.756348
	Iteration 41Q: 3 clusters Score -2.383218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 176865 members 
Entering Unmasked Estep 
Score: -23832184.000000 Penalty: 5996.756348
	Iteration 42Q: 3 clusters Score -2.383218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 176880 members 
Entering Unmasked Estep 
Score: -23832218.000000 Penalty: 5996.756348
	Iteration 43Q: 3 clusters Score -2.383222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 176900 members 
Entering Unmasked Estep 
Score: -23832204.000000 Penalty: 5996.756348
	Iteration 44Q: 3 clusters Score -2.38322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 176915 members 
Entering Unmasked Estep 
Score: -23832210.000000 Penalty: 5996.756348
	Iteration 45Q: 3 clusters Score -2.383221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 176932 members 
Entering Unmasked Estep 
Score: -23832200.000000 Penalty: 5996.756348
	Iteration 46Q: 3 clusters Score -2.38322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 176947 members 
Entering Unmasked Estep 
Score: -23832234.000000 Penalty: 5996.756348
	Iteration 47Q: 3 clusters Score -2.383223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 176964 members 
Entering Unmasked Estep 
Score: -23832236.000000 Penalty: 5996.756348
	Iteration 48Q: 3 clusters Score -2.383224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 176974 members 
Entering Unmasked Estep 
Score: -23832232.000000 Penalty: 5996.756348
	Iteration 49Q: 3 clusters Score -2.383223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 176981 members 
Entering Unmasked Estep 
Score: -23832222.000000 Penalty: 5996.756348
	Iteration 50Q: 3 clusters Score -2.383222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 176994 members 
Entering Unmasked Estep 
Score: -23832220.000000 Penalty: 5996.756348
	Iteration 51Q: 3 clusters Score -2.383222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 177007 members 
Entering Unmasked Estep 
Score: -23832206.000000 Penalty: 5996.756348
	Iteration 52Q: 3 clusters Score -2.383221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 177020 members 
Entering Unmasked Estep 
Score: -23832224.000000 Penalty: 5996.756348
	Iteration 53Q: 3 clusters Score -2.383222e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 177041 members 
Entering Unmasked Estep 
Score: -23832240.000000 Penalty: 5996.756348
	Iteration 54Q: 3 clusters Score -2.383224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 177054 members 
Entering Unmasked Estep 
Score: -23832230.000000 Penalty: 5996.756348
	Iteration 55Q: 3 clusters Score -2.383223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 177060 members 
Entering Unmasked Estep 
Score: -23832228.000000 Penalty: 5996.756348
	Iteration 56Q: 3 clusters Score -2.383223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 177063 members 
Entering Unmasked Estep 
Score: -23832226.000000 Penalty: 5996.756348
	Iteration 57Q: 3 clusters Score -2.383223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 177064 members 
Entering Unmasked Estep 
Score: -23832244.000000 Penalty: 5996.756348
	Iteration 58Q: 3 clusters Score -2.383224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 177067 members 
Entering Unmasked Estep 
Score: -23832236.000000 Penalty: 5996.756348
	Iteration 59Q: 3 clusters Score -2.383224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 177069 members 
Entering Unmasked Estep 
Score: -23832238.000000 Penalty: 5996.756348
	Iteration 60F: 3 clusters Score -2.383224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 177072 members 
Entering Unmasked Estep 
Score: -23832222.000000 Penalty: 5996.756348
	Iteration 61Q: 3 clusters Score -2.383222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 177073 members 
Entering Unmasked Estep 
Score: -23832222.000000 Penalty: 5996.756348
	Iteration 62Q: 3 clusters Score -2.383222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 177073 members 
Entering Unmasked Estep 
Score: -23832222.000000 Penalty: 5996.756348
	Iteration 63F: 3 clusters Score -2.383222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Entering Unmasked Estep 
Score: -8092682.500000 Penalty: 2726.995117
	Iteration 0F: 2 clusters Score -8092682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -8052768.500000 Penalty: 5453.990234
	Iteration 0F: 3 clusters Score -8052768 nChanged 27709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -8068290.500000 Penalty: 5453.990234
	Iteration 1F: 3 clusters Score -8068290 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -8069077.000000 Penalty: 5453.990234
	Iteration 2Q: 3 clusters Score -8069077 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -8070332.000000 Penalty: 5453.990234
	Iteration 3Q: 3 clusters Score -8070332 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -8072155.000000 Penalty: 5453.990234
	Iteration 4F: 3 clusters Score -8072155 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -8074973.500000 Penalty: 5453.990234
	Iteration 5F: 3 clusters Score -8074974 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -8079017.500000 Penalty: 5453.990234
	Iteration 6F: 3 clusters Score -8079018 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -8083534.500000 Penalty: 5453.990234
	Iteration 7F: 3 clusters Score -8083534 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -8087054.000000 Penalty: 5453.990234
	Iteration 8F: 3 clusters Score -8087054 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -8089049.000000 Penalty: 5453.990234
	Iteration 9Q: 3 clusters Score -8089049 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -8089758.000000 Penalty: 5453.990234
	Iteration 10Q: 3 clusters Score -8089758 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -8090009.000000 Penalty: 5453.990234
	Iteration 11Q: 3 clusters Score -8090009 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -8090099.000000 Penalty: 5453.990234
	Iteration 12Q: 3 clusters Score -8090099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -8090151.500000 Penalty: 5453.990234
	Iteration 13Q: 3 clusters Score -8090152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -8090192.000000 Penalty: 5453.990234
	Iteration 14Q: 3 clusters Score -8090192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -8090221.000000 Penalty: 5453.990234
	Iteration 15Q: 3 clusters Score -8090221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -8090247.000000 Penalty: 5453.990234
	Iteration 16Q: 3 clusters Score -8090247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -8090257.500000 Penalty: 5453.990234
	Iteration 17Q: 3 clusters Score -8090258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -8090258.500000 Penalty: 5453.990234
	Iteration 18Q: 3 clusters Score -8090258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -8090261.500000 Penalty: 5453.990234
	Iteration 19Q: 3 clusters Score -8090262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -8090261.500000 Penalty: 5453.990234
	Iteration 20F: 3 clusters Score -8090262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -34706.035156 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -34706.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33465.781250 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -33465.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33684.195312 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -33684.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33817.792969 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -33817.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34005.636719 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -34005.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34028.085938 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -34028.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34039.328125 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -34039.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34055.171875 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -34055.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34090.574219 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -34090.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34159.781250 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -34159.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34213.617188 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -34213.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34243.343750 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -34243.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34247.804688 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -34247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34252.449219 Penalty: 2868.777344
	Iteration 12F: 3 clusters Score -34252.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34265.855469 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -34265.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34282.121094 Penalty: 2868.777344
	Iteration 14Q: 3 clusters Score -34282.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34295.914062 Penalty: 2868.777344
	Iteration 15Q: 3 clusters Score -34295.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34307.273438 Penalty: 2868.777344
	Iteration 16Q: 3 clusters Score -34307.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34314.164062 Penalty: 2868.777344
	Iteration 17Q: 3 clusters Score -34314.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34327.574219 Penalty: 2868.777344
	Iteration 18Q: 3 clusters Score -34327.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34368.062500 Penalty: 2868.777344
	Iteration 19Q: 3 clusters Score -34368.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34389.390625 Penalty: 2868.777344
	Iteration 20F: 3 clusters Score -34389.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34396.273438 Penalty: 2868.777344
	Iteration 21Q: 3 clusters Score -34396.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34396.273438 Penalty: 2868.777344
	Iteration 22F: 3 clusters Score -34396.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176568 members 
Entering Unmasked Estep 
Score: -23820142.000000 Penalty: 2996.202393
	Iteration 0F: 2 clusters Score -2.382014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 88286 members 
Entering Unmasked Estep 
Score: -23707018.000000 Penalty: 5992.404785
	Iteration 0F: 3 clusters Score -2.370702e+07 nChanged 84976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -23756518.000000 Penalty: 5992.404785
	Iteration 1F: 3 clusters Score -2.375652e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -23757436.000000 Penalty: 5992.404785
	Iteration 2Q: 3 clusters Score -2.375744e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83224 members 
Mstep: Class 2 contains 93344 members 
Entering Unmasked Estep 
Score: -23758836.000000 Penalty: 5992.404785
	Iteration 3Q: 3 clusters Score -2.375884e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 96519 members 
Entering Unmasked Estep 
Score: -23760770.000000 Penalty: 5992.404785
	Iteration 4Q: 3 clusters Score -2.376077e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -23763700.000000 Penalty: 5992.404785
	Iteration 5Q: 3 clusters Score -2.37637e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 108312 members 
Entering Unmasked Estep 
Score: -23768636.000000 Penalty: 5992.404785
	Iteration 6F: 3 clusters Score -2.376864e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -23775672.000000 Penalty: 5992.404785
	Iteration 7F: 3 clusters Score -2.377567e+07 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 128064 members 
Entering Unmasked Estep 
Score: -23785358.000000 Penalty: 5992.404785
	Iteration 8F: 3 clusters Score -2.378536e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 139001 members 
Entering Unmasked Estep 
Score: -23795154.000000 Penalty: 5992.404785
	Iteration 9F: 3 clusters Score -2.379515e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 148658 members 
Entering Unmasked Estep 
Score: -23804002.000000 Penalty: 5992.404785
	Iteration 10F: 3 clusters Score -2.3804e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 156087 members 
Entering Unmasked Estep 
Score: -23810688.000000 Penalty: 5992.404785
	Iteration 11Q: 3 clusters Score -2.381069e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 161167 members 
Entering Unmasked Estep 
Score: -23814884.000000 Penalty: 5992.404785
	Iteration 12Q: 3 clusters Score -2.381488e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 164824 members 
Entering Unmasked Estep 
Score: -23816954.000000 Penalty: 5992.404785
	Iteration 13Q: 3 clusters Score -2.381695e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 167439 members 
Entering Unmasked Estep 
Score: -23817994.000000 Penalty: 5992.404785
	Iteration 14Q: 3 clusters Score -2.381799e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 169274 members 
Entering Unmasked Estep 
Score: -23818504.000000 Penalty: 5992.404785
	Iteration 15Q: 3 clusters Score -2.38185e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 170643 members 
Entering Unmasked Estep 
Score: -23818644.000000 Penalty: 5992.404785
	Iteration 16Q: 3 clusters Score -2.381864e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 171771 members 
Entering Unmasked Estep 
Score: -23818634.000000 Penalty: 5992.404785
	Iteration 17Q: 3 clusters Score -2.381863e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 172694 members 
Entering Unmasked Estep 
Score: -23818694.000000 Penalty: 5992.404785
	Iteration 18Q: 3 clusters Score -2.381869e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 173424 members 
Entering Unmasked Estep 
Score: -23818544.000000 Penalty: 5992.404785
	Iteration 19Q: 3 clusters Score -2.381854e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 173964 members 
Entering Unmasked Estep 
Score: -23818382.000000 Penalty: 5992.404785
	Iteration 20F: 3 clusters Score -2.381838e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 174372 members 
Entering Unmasked Estep 
Score: -23818304.000000 Penalty: 5992.404785
	Iteration 21Q: 3 clusters Score -2.38183e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 174685 members 
Entering Unmasked Estep 
Score: -23818264.000000 Penalty: 5992.404785
	Iteration 22Q: 3 clusters Score -2.381826e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 174937 members 
Entering Unmasked Estep 
Score: -23818336.000000 Penalty: 5992.404785
	Iteration 23Q: 3 clusters Score -2.381834e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 175117 members 
Entering Unmasked Estep 
Score: -23818312.000000 Penalty: 5992.404785
	Iteration 24Q: 3 clusters Score -2.381831e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 175259 members 
Entering Unmasked Estep 
Score: -23818316.000000 Penalty: 5992.404785
	Iteration 25Q: 3 clusters Score -2.381832e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 175364 members 
Entering Unmasked Estep 
Score: -23818290.000000 Penalty: 5992.404785
	Iteration 26Q: 3 clusters Score -2.381829e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 175457 members 
Entering Unmasked Estep 
Score: -23818292.000000 Penalty: 5992.404785
	Iteration 27Q: 3 clusters Score -2.381829e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 175523 members 
Entering Unmasked Estep 
Score: -23818284.000000 Penalty: 5992.404785
	Iteration 28Q: 3 clusters Score -2.381828e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 175587 members 
Entering Unmasked Estep 
Score: -23818242.000000 Penalty: 5992.404785
	Iteration 29Q: 3 clusters Score -2.381824e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 175634 members 
Entering Unmasked Estep 
Score: -23818234.000000 Penalty: 5992.404785
	Iteration 30Q: 3 clusters Score -2.381823e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -23818230.000000 Penalty: 5992.404785
	Iteration 31Q: 3 clusters Score -2.381823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -23818234.000000 Penalty: 5992.404785
	Iteration 32Q: 3 clusters Score -2.381823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 175721 members 
Entering Unmasked Estep 
Score: -23818204.000000 Penalty: 5992.404785
	Iteration 33Q: 3 clusters Score -2.38182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 175738 members 
Entering Unmasked Estep 
Score: -23818202.000000 Penalty: 5992.404785
	Iteration 34Q: 3 clusters Score -2.38182e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 175761 members 
Entering Unmasked Estep 
Score: -23818204.000000 Penalty: 5992.404785
	Iteration 35Q: 3 clusters Score -2.38182e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 175788 members 
Entering Unmasked Estep 
Score: -23818162.000000 Penalty: 5992.404785
	Iteration 36Q: 3 clusters Score -2.381816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 175802 members 
Entering Unmasked Estep 
Score: -23818166.000000 Penalty: 5992.404785
	Iteration 37Q: 3 clusters Score -2.381817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 175815 members 
Entering Unmasked Estep 
Score: -23818158.000000 Penalty: 5992.404785
	Iteration 38Q: 3 clusters Score -2.381816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 175826 members 
Entering Unmasked Estep 
Score: -23818170.000000 Penalty: 5992.404785
	Iteration 39Q: 3 clusters Score -2.381817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 175840 members 
Entering Unmasked Estep 
Score: -23818186.000000 Penalty: 5992.404785
	Iteration 40F: 3 clusters Score -2.381819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 175855 members 
Entering Unmasked Estep 
Score: -23818174.000000 Penalty: 5992.404785
	Iteration 41Q: 3 clusters Score -2.381817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 175861 members 
Entering Unmasked Estep 
Score: -23818162.000000 Penalty: 5992.404785
	Iteration 42Q: 3 clusters Score -2.381816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 175864 members 
Entering Unmasked Estep 
Score: -23818160.000000 Penalty: 5992.404785
	Iteration 43Q: 3 clusters Score -2.381816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 175867 members 
Entering Unmasked Estep 
Score: -23818158.000000 Penalty: 5992.404785
	Iteration 44Q: 3 clusters Score -2.381816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 175868 members 
Entering Unmasked Estep 
Score: -23818150.000000 Penalty: 5992.404785
	Iteration 45Q: 3 clusters Score -2.381815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 175869 members 
Entering Unmasked Estep 
Score: -23818150.000000 Penalty: 5992.404785
	Iteration 46Q: 3 clusters Score -2.381815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -23818154.000000 Penalty: 5992.404785
	Iteration 47Q: 3 clusters Score -2.381815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 175875 members 
Entering Unmasked Estep 
Score: -23818154.000000 Penalty: 5992.404785
	Iteration 48Q: 3 clusters Score -2.381815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 175876 members 
Entering Unmasked Estep 
Score: -23818160.000000 Penalty: 5992.404785
	Iteration 49Q: 3 clusters Score -2.381816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 175876 members 
Entering Unmasked Estep 
Score: -23818162.000000 Penalty: 5992.404785
	Iteration 50Q: 3 clusters Score -2.381816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 175876 members 
Entering Unmasked Estep 
Score: -23818162.000000 Penalty: 5992.404785
	Iteration 51F: 3 clusters Score -2.381816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159447 members 
Entering Unmasked Estep 
Score: -21409778.000000 Penalty: 2970.907715
	Iteration 0F: 2 clusters Score -2.140978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -21303632.000000 Penalty: 5941.815430
	Iteration 0F: 3 clusters Score -2.130363e+07 nChanged 76242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -21348370.000000 Penalty: 5941.815430
	Iteration 1F: 3 clusters Score -2.134837e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -21349792.000000 Penalty: 5941.815430
	Iteration 2Q: 3 clusters Score -2.134979e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86981 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -21352234.000000 Penalty: 5941.815430
	Iteration 3Q: 3 clusters Score -2.135223e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91534 members 
Mstep: Class 2 contains 67913 members 
Entering Unmasked Estep 
Score: -21356158.000000 Penalty: 5941.815430
	Iteration 4F: 3 clusters Score -2.135616e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -21363050.000000 Penalty: 5941.815430
	Iteration 5F: 3 clusters Score -2.136305e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106793 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -21373018.000000 Penalty: 5941.815430
	Iteration 6F: 3 clusters Score -2.137302e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115132 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -21384442.000000 Penalty: 5941.815430
	Iteration 7F: 3 clusters Score -2.138444e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120910 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -21392854.000000 Penalty: 5941.815430
	Iteration 8F: 3 clusters Score -2.139285e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124248 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -21396396.000000 Penalty: 5941.815430
	Iteration 9Q: 3 clusters Score -2.13964e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126683 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -21397722.000000 Penalty: 5941.815430
	Iteration 10Q: 3 clusters Score -2.139772e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128899 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -21398666.000000 Penalty: 5941.815430
	Iteration 11Q: 3 clusters Score -2.139867e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130938 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -21399356.000000 Penalty: 5941.815430
	Iteration 12Q: 3 clusters Score -2.139936e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132940 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -21399904.000000 Penalty: 5941.815430
	Iteration 13Q: 3 clusters Score -2.13999e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134883 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -21400618.000000 Penalty: 5941.815430
	Iteration 14Q: 3 clusters Score -2.140062e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136737 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -21401220.000000 Penalty: 5941.815430
	Iteration 15Q: 3 clusters Score -2.140122e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138510 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -21401894.000000 Penalty: 5941.815430
	Iteration 16Q: 3 clusters Score -2.140189e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140198 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -21402352.000000 Penalty: 5941.815430
	Iteration 17Q: 3 clusters Score -2.140235e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141807 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -21402910.000000 Penalty: 5941.815430
	Iteration 18Q: 3 clusters Score -2.140291e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143312 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -21403402.000000 Penalty: 5941.815430
	Iteration 19Q: 3 clusters Score -2.14034e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144772 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -21403820.000000 Penalty: 5941.815430
	Iteration 20F: 3 clusters Score -2.140382e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -21404208.000000 Penalty: 5941.815430
	Iteration 21Q: 3 clusters Score -2.140421e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147432 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -21404442.000000 Penalty: 5941.815430
	Iteration 22Q: 3 clusters Score -2.140444e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148628 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -21404860.000000 Penalty: 5941.815430
	Iteration 23Q: 3 clusters Score -2.140486e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149763 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -21405214.000000 Penalty: 5941.815430
	Iteration 24Q: 3 clusters Score -2.140521e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150816 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -21405528.000000 Penalty: 5941.815430
	Iteration 25Q: 3 clusters Score -2.140553e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151849 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -21405920.000000 Penalty: 5941.815430
	Iteration 26Q: 3 clusters Score -2.140592e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152754 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -21406238.000000 Penalty: 5941.815430
	Iteration 27Q: 3 clusters Score -2.140624e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153563 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -21406416.000000 Penalty: 5941.815430
	Iteration 28Q: 3 clusters Score -2.140642e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154210 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -21406584.000000 Penalty: 5941.815430
	Iteration 29Q: 3 clusters Score -2.140658e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154774 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -21406740.000000 Penalty: 5941.815430
	Iteration 30Q: 3 clusters Score -2.140674e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -21406896.000000 Penalty: 5941.815430
	Iteration 31Q: 3 clusters Score -2.14069e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155650 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -21406968.000000 Penalty: 5941.815430
	Iteration 32Q: 3 clusters Score -2.140697e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156000 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -21407042.000000 Penalty: 5941.815430
	Iteration 33Q: 3 clusters Score -2.140704e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156294 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -21407194.000000 Penalty: 5941.815430
	Iteration 34Q: 3 clusters Score -2.140719e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -21407290.000000 Penalty: 5941.815430
	Iteration 35Q: 3 clusters Score -2.140729e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156732 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -21407320.000000 Penalty: 5941.815430
	Iteration 36Q: 3 clusters Score -2.140732e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -21407310.000000 Penalty: 5941.815430
	Iteration 37Q: 3 clusters Score -2.140731e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157042 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -21407366.000000 Penalty: 5941.815430
	Iteration 38Q: 3 clusters Score -2.140737e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157172 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -21407350.000000 Penalty: 5941.815430
	Iteration 39Q: 3 clusters Score -2.140735e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -21407350.000000 Penalty: 5941.815430
	Iteration 40F: 3 clusters Score -2.140735e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157386 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -21407364.000000 Penalty: 5941.815430
	Iteration 41Q: 3 clusters Score -2.140736e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -21407398.000000 Penalty: 5941.815430
	Iteration 42Q: 3 clusters Score -2.14074e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157559 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -21407388.000000 Penalty: 5941.815430
	Iteration 43Q: 3 clusters Score -2.140739e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21407386.000000 Penalty: 5941.815430
	Iteration 44Q: 3 clusters Score -2.140739e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157680 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -21407414.000000 Penalty: 5941.815430
	Iteration 45Q: 3 clusters Score -2.140741e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157728 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -21407426.000000 Penalty: 5941.815430
	Iteration 46Q: 3 clusters Score -2.140743e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157764 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21407440.000000 Penalty: 5941.815430
	Iteration 47Q: 3 clusters Score -2.140744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157801 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -21407426.000000 Penalty: 5941.815430
	Iteration 48Q: 3 clusters Score -2.140743e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157839 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -21407452.000000 Penalty: 5941.815430
	Iteration 49Q: 3 clusters Score -2.140745e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157871 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -21407462.000000 Penalty: 5941.815430
	Iteration 50Q: 3 clusters Score -2.140746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157897 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -21407456.000000 Penalty: 5941.815430
	Iteration 51Q: 3 clusters Score -2.140746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -21407466.000000 Penalty: 5941.815430
	Iteration 52Q: 3 clusters Score -2.140747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157935 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -21407462.000000 Penalty: 5941.815430
	Iteration 53Q: 3 clusters Score -2.140746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157942 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -21407480.000000 Penalty: 5941.815430
	Iteration 54Q: 3 clusters Score -2.140748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157953 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -21407476.000000 Penalty: 5941.815430
	Iteration 55Q: 3 clusters Score -2.140748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -21407466.000000 Penalty: 5941.815430
	Iteration 56Q: 3 clusters Score -2.140747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157982 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -21407462.000000 Penalty: 5941.815430
	Iteration 57Q: 3 clusters Score -2.140746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -21407448.000000 Penalty: 5941.815430
	Iteration 58Q: 3 clusters Score -2.140745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -21407444.000000 Penalty: 5941.815430
	Iteration 59Q: 3 clusters Score -2.140744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158008 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -21407448.000000 Penalty: 5941.815430
	Iteration 60F: 3 clusters Score -2.140745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158011 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -21407448.000000 Penalty: 5941.815430
	Iteration 61Q: 3 clusters Score -2.140745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158018 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -21407456.000000 Penalty: 5941.815430
	Iteration 62Q: 3 clusters Score -2.140746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -21407474.000000 Penalty: 5941.815430
	Iteration 63Q: 3 clusters Score -2.140747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158038 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -21407466.000000 Penalty: 5941.815430
	Iteration 64Q: 3 clusters Score -2.140747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -21407468.000000 Penalty: 5941.815430
	Iteration 65Q: 3 clusters Score -2.140747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158053 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -21407472.000000 Penalty: 5941.815430
	Iteration 66Q: 3 clusters Score -2.140747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -21407482.000000 Penalty: 5941.815430
	Iteration 67Q: 3 clusters Score -2.140748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158069 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21407480.000000 Penalty: 5941.815430
	Iteration 68Q: 3 clusters Score -2.140748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -21407496.000000 Penalty: 5941.815430
	Iteration 69Q: 3 clusters Score -2.14075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158087 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -21407506.000000 Penalty: 5941.815430
	Iteration 70Q: 3 clusters Score -2.140751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158103 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -21407510.000000 Penalty: 5941.815430
	Iteration 71Q: 3 clusters Score -2.140751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158122 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -21407518.000000 Penalty: 5941.815430
	Iteration 72Q: 3 clusters Score -2.140752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158138 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21407516.000000 Penalty: 5941.815430
	Iteration 73Q: 3 clusters Score -2.140752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158153 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -21407498.000000 Penalty: 5941.815430
	Iteration 74Q: 3 clusters Score -2.14075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158168 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21407500.000000 Penalty: 5941.815430
	Iteration 75Q: 3 clusters Score -2.14075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158188 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21407512.000000 Penalty: 5941.815430
	Iteration 76Q: 3 clusters Score -2.140751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21407506.000000 Penalty: 5941.815430
	Iteration 77Q: 3 clusters Score -2.140751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21407520.000000 Penalty: 5941.815430
	Iteration 78Q: 3 clusters Score -2.140752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158239 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21407520.000000 Penalty: 5941.815430
	Iteration 79Q: 3 clusters Score -2.140752e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158267 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21407494.000000 Penalty: 5941.815430
	Iteration 80F: 3 clusters Score -2.140749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158286 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -21407518.000000 Penalty: 5941.815430
	Iteration 81Q: 3 clusters Score -2.140752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158305 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -21407524.000000 Penalty: 5941.815430
	Iteration 82Q: 3 clusters Score -2.140752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158319 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -21407536.000000 Penalty: 5941.815430
	Iteration 83Q: 3 clusters Score -2.140754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158327 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -21407544.000000 Penalty: 5941.815430
	Iteration 84Q: 3 clusters Score -2.140754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158339 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21407540.000000 Penalty: 5941.815430
	Iteration 85Q: 3 clusters Score -2.140754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158345 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -21407556.000000 Penalty: 5941.815430
	Iteration 86Q: 3 clusters Score -2.140756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21407558.000000 Penalty: 5941.815430
	Iteration 87Q: 3 clusters Score -2.140756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158352 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -21407568.000000 Penalty: 5941.815430
	Iteration 88Q: 3 clusters Score -2.140757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158355 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21407570.000000 Penalty: 5941.815430
	Iteration 89Q: 3 clusters Score -2.140757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158356 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -21407568.000000 Penalty: 5941.815430
	Iteration 90Q: 3 clusters Score -2.140757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158361 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21407564.000000 Penalty: 5941.815430
	Iteration 91Q: 3 clusters Score -2.140756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158366 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21407558.000000 Penalty: 5941.815430
	Iteration 92Q: 3 clusters Score -2.140756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158372 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -21407572.000000 Penalty: 5941.815430
	Iteration 93Q: 3 clusters Score -2.140757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158375 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -21407548.000000 Penalty: 5941.815430
	Iteration 94Q: 3 clusters Score -2.140755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158384 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21407554.000000 Penalty: 5941.815430
	Iteration 95Q: 3 clusters Score -2.140755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158396 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -21407554.000000 Penalty: 5941.815430
	Iteration 96Q: 3 clusters Score -2.140755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158406 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -21407556.000000 Penalty: 5941.815430
	Iteration 97Q: 3 clusters Score -2.140756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158416 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -21407574.000000 Penalty: 5941.815430
	Iteration 98Q: 3 clusters Score -2.140757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158429 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -21407584.000000 Penalty: 5941.815430
	Iteration 99Q: 3 clusters Score -2.140758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -21407578.000000 Penalty: 5941.815430
	Iteration 100F: 3 clusters Score -2.140758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -21407578.000000 Penalty: 5941.815430
	Iteration 101Q: 3 clusters Score -2.140758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158450 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -21407592.000000 Penalty: 5941.815430
	Iteration 102Q: 3 clusters Score -2.140759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158456 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21407594.000000 Penalty: 5941.815430
	Iteration 103Q: 3 clusters Score -2.140759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158461 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21407604.000000 Penalty: 5941.815430
	Iteration 104Q: 3 clusters Score -2.14076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158465 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -21407602.000000 Penalty: 5941.815430
	Iteration 105Q: 3 clusters Score -2.14076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21407594.000000 Penalty: 5941.815430
	Iteration 106Q: 3 clusters Score -2.140759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158477 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21407588.000000 Penalty: 5941.815430
	Iteration 107Q: 3 clusters Score -2.140759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -21407590.000000 Penalty: 5941.815430
	Iteration 108Q: 3 clusters Score -2.140759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158481 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21407588.000000 Penalty: 5941.815430
	Iteration 109Q: 3 clusters Score -2.140759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158483 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -21407600.000000 Penalty: 5941.815430
	Iteration 110Q: 3 clusters Score -2.14076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158484 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -21407608.000000 Penalty: 5941.815430
	Iteration 111Q: 3 clusters Score -2.140761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158484 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -21407608.000000 Penalty: 5941.815430
	Iteration 112F: 3 clusters Score -2.140761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -165804.375000 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -165804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -163637.046875 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -163637 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -163983.671875 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -163983.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -164074.093750 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -164074.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -164118.953125 Penalty: 3543.234375
	Iteration 3Q: 3 clusters Score -164119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -164151.375000 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -164151.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -164178.312500 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -164178.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -164195.468750 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -164195.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -164213.140625 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -164213.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164236.437500 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -164236.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -164250.890625 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -164250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -164260.390625 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -164260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -164263.843750 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -164263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -164270.796875 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -164270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -164273.187500 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -164273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164274.875000 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -164274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164274.875000 Penalty: 3543.234375
	Iteration 15F: 3 clusters Score -164274.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Entering Unmasked Estep 
Score: -3801546.250000 Penalty: 2539.111328
	Iteration 0F: 2 clusters Score -3801546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3782297.250000 Penalty: 5078.222656
	Iteration 0F: 3 clusters Score -3782297 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3789666.250000 Penalty: 5078.222656
	Iteration 1F: 3 clusters Score -3789666 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3790869.000000 Penalty: 5078.222656
	Iteration 2F: 3 clusters Score -3790869 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3792190.250000 Penalty: 5078.222656
	Iteration 3F: 3 clusters Score -3792190 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3793668.500000 Penalty: 5078.222656
	Iteration 4F: 3 clusters Score -3793668 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3795179.750000 Penalty: 5078.222656
	Iteration 5F: 3 clusters Score -3795180 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3796648.500000 Penalty: 5078.222656
	Iteration 6F: 3 clusters Score -3796648 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3797851.750000 Penalty: 5078.222656
	Iteration 7F: 3 clusters Score -3797852 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3798737.000000 Penalty: 5078.222656
	Iteration 8Q: 3 clusters Score -3798737 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3799381.250000 Penalty: 5078.222656
	Iteration 9Q: 3 clusters Score -3799381 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3799829.500000 Penalty: 5078.222656
	Iteration 10Q: 3 clusters Score -3799830 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3800131.250000 Penalty: 5078.222656
	Iteration 11Q: 3 clusters Score -3800131 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3800349.000000 Penalty: 5078.222656
	Iteration 12Q: 3 clusters Score -3800349 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3800494.000000 Penalty: 5078.222656
	Iteration 13Q: 3 clusters Score -3800494 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3800582.000000 Penalty: 5078.222656
	Iteration 14Q: 3 clusters Score -3800582 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3800636.500000 Penalty: 5078.222656
	Iteration 15Q: 3 clusters Score -3800636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3800676.250000 Penalty: 5078.222656
	Iteration 16Q: 3 clusters Score -3800676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3800715.500000 Penalty: 5078.222656
	Iteration 17Q: 3 clusters Score -3800716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3800740.250000 Penalty: 5078.222656
	Iteration 18Q: 3 clusters Score -3800740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3800752.000000 Penalty: 5078.222656
	Iteration 19Q: 3 clusters Score -3800752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3800763.250000 Penalty: 5078.222656
	Iteration 20F: 3 clusters Score -3800763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3800780.250000 Penalty: 5078.222656
	Iteration 21Q: 3 clusters Score -3800780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3800791.000000 Penalty: 5078.222656
	Iteration 22Q: 3 clusters Score -3800791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3800797.750000 Penalty: 5078.222656
	Iteration 23Q: 3 clusters Score -3800798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3800804.000000 Penalty: 5078.222656
	Iteration 24Q: 3 clusters Score -3800804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3800805.500000 Penalty: 5078.222656
	Iteration 25Q: 3 clusters Score -3800806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3800806.500000 Penalty: 5078.222656
	Iteration 26Q: 3 clusters Score -3800806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3800810.750000 Penalty: 5078.222656
	Iteration 27Q: 3 clusters Score -3800811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3800810.500000 Penalty: 5078.222656
	Iteration 28Q: 3 clusters Score -3800810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3800808.500000 Penalty: 5078.222656
	Iteration 29Q: 3 clusters Score -3800808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3800810.750000 Penalty: 5078.222656
	Iteration 30Q: 3 clusters Score -3800811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3800812.000000 Penalty: 5078.222656
	Iteration 31Q: 3 clusters Score -3800812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3800811.250000 Penalty: 5078.222656
	Iteration 32Q: 3 clusters Score -3800811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3800814.000000 Penalty: 5078.222656
	Iteration 33Q: 3 clusters Score -3800814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3800808.500000 Penalty: 5078.222656
	Iteration 34Q: 3 clusters Score -3800808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3800809.500000 Penalty: 5078.222656
	Iteration 35Q: 3 clusters Score -3800810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3800808.250000 Penalty: 5078.222656
	Iteration 36Q: 3 clusters Score -3800808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3800808.750000 Penalty: 5078.222656
	Iteration 37Q: 3 clusters Score -3800809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3800810.500000 Penalty: 5078.222656
	Iteration 38Q: 3 clusters Score -3800810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3800810.500000 Penalty: 5078.222656
	Iteration 39F: 3 clusters Score -3800810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -160347.171875 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -160347.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -158222.531250 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -158222.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158675.234375 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -158675.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -158855.078125 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -158855.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -159002.968750 Penalty: 3560.936768
	Iteration 3F: 3 clusters Score -159003 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159132.078125 Penalty: 3560.936768
	Iteration 4Q: 3 clusters Score -159132.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -159211.125000 Penalty: 3560.936768
	Iteration 5Q: 3 clusters Score -159211.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -159298.531250 Penalty: 3560.936768
	Iteration 6Q: 3 clusters Score -159298.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -159435.984375 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -159436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -159652.562500 Penalty: 3560.936768
	Iteration 8Q: 3 clusters Score -159652.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -159927.437500 Penalty: 3560.936768
	Iteration 9Q: 3 clusters Score -159927.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -160326.156250 Penalty: 3560.936768
	Iteration 10F: 3 clusters Score -160326.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -160490.312500 Penalty: 3560.936768
	Iteration 11Q: 3 clusters Score -160490.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -160622.546875 Penalty: 3560.936768
	Iteration 12Q: 3 clusters Score -160622.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -160766.937500 Penalty: 3560.936768
	Iteration 13Q: 3 clusters Score -160766.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -160900.187500 Penalty: 3560.936768
	Iteration 14Q: 3 clusters Score -160900.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -160974.390625 Penalty: 3560.936768
	Iteration 15Q: 3 clusters Score -160974.4 nChanged 11
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: -161010.656250 Penalty: 3560.936768
	Iteration 16Q: 3 clusters Score -161010.7 nChanged 12
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: -161039.421875 Penalty: 3560.936768
	Iteration 17Q: 3 clusters Score -161039.4 nChanged 15
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: -161078.234375 Penalty: 3560.936768
	Iteration 18Q: 3 clusters Score -161078.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -161120.234375 Penalty: 3560.936768
	Iteration 19Q: 3 clusters Score -161120.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -161163.187500 Penalty: 3560.936768
	Iteration 20F: 3 clusters Score -161163.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -161217.140625 Penalty: 3560.936768
	Iteration 21Q: 3 clusters Score -161217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -161244.687500 Penalty: 3560.936768
	Iteration 22Q: 3 clusters Score -161244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -161251.296875 Penalty: 3560.936768
	Iteration 23Q: 3 clusters Score -161251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -161251.296875 Penalty: 3560.936768
	Iteration 24F: 3 clusters Score -161251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30383 members 
Mstep: Class 7 contains 178124 members 
Mstep: Class 8 contains 59632 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176568 members 
Mstep: Class 11 contains 159447 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49409 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186390 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Mstep: Class 23 contains 450 members 
Entering Unmasked Estep 
Score: -144354848.000000 Penalty: 79324.117188
Splitting cluster 14 changes total score from -144355648.000000 to -144354848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (49471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Entering Unmasked Estep 
Score: -6460427.000000 Penalty: 2680.667236
	Iteration 0F: 2 clusters Score -6460427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -6427107.500000 Penalty: 5361.334473
	Iteration 0F: 3 clusters Score -6427108 nChanged 22807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -6439540.000000 Penalty: 5361.334473
	Iteration 1F: 3 clusters Score -6439540 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -6439967.500000 Penalty: 5361.334473
	Iteration 2Q: 3 clusters Score -6439968 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -6440347.500000 Penalty: 5361.334473
	Iteration 3Q: 3 clusters Score -6440348 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -6440775.000000 Penalty: 5361.334473
	Iteration 4Q: 3 clusters Score -6440775 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -6441162.500000 Penalty: 5361.334473
	Iteration 5Q: 3 clusters Score -6441162 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -6441479.500000 Penalty: 5361.334473
	Iteration 6Q: 3 clusters Score -6441480 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -6441819.000000 Penalty: 5361.334473
	Iteration 7Q: 3 clusters Score -6441819 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -6442184.000000 Penalty: 5361.334473
	Iteration 8Q: 3 clusters Score -6442184 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -6442564.000000 Penalty: 5361.334473
	Iteration 9Q: 3 clusters Score -6442564 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -6443112.500000 Penalty: 5361.334473
	Iteration 10Q: 3 clusters Score -6443112 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -6443855.500000 Penalty: 5361.334473
	Iteration 11Q: 3 clusters Score -6443856 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -6444918.500000 Penalty: 5361.334473
	Iteration 12Q: 3 clusters Score -6444918 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -6446369.500000 Penalty: 5361.334473
	Iteration 13Q: 3 clusters Score -6446370 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -6448402.500000 Penalty: 5361.334473
	Iteration 14F: 3 clusters Score -6448402 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -6450526.000000 Penalty: 5361.334473
	Iteration 15F: 3 clusters Score -6450526 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -6452560.000000 Penalty: 5361.334473
	Iteration 16Q: 3 clusters Score -6452560 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -6454236.500000 Penalty: 5361.334473
	Iteration 17Q: 3 clusters Score -6454236 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -6455414.000000 Penalty: 5361.334473
	Iteration 18Q: 3 clusters Score -6455414 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -6456271.500000 Penalty: 5361.334473
	Iteration 19Q: 3 clusters Score -6456272 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -6456868.000000 Penalty: 5361.334473
	Iteration 20F: 3 clusters Score -6456868 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -6457316.500000 Penalty: 5361.334473
	Iteration 21Q: 3 clusters Score -6457316 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -6457597.500000 Penalty: 5361.334473
	Iteration 22Q: 3 clusters Score -6457598 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -6457765.000000 Penalty: 5361.334473
	Iteration 23Q: 3 clusters Score -6457765 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -6457893.000000 Penalty: 5361.334473
	Iteration 24Q: 3 clusters Score -6457893 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -6457985.500000 Penalty: 5361.334473
	Iteration 25Q: 3 clusters Score -6457986 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -6458050.000000 Penalty: 5361.334473
	Iteration 26Q: 3 clusters Score -6458050 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -6458111.000000 Penalty: 5361.334473
	Iteration 27Q: 3 clusters Score -6458111 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -6458156.000000 Penalty: 5361.334473
	Iteration 28Q: 3 clusters Score -6458156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -6458187.500000 Penalty: 5361.334473
	Iteration 29Q: 3 clusters Score -6458188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -6458206.000000 Penalty: 5361.334473
	Iteration 30Q: 3 clusters Score -6458206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -6458230.500000 Penalty: 5361.334473
	Iteration 31Q: 3 clusters Score -6458230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -6458237.000000 Penalty: 5361.334473
	Iteration 32Q: 3 clusters Score -6458237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -6458258.500000 Penalty: 5361.334473
	Iteration 33Q: 3 clusters Score -6458258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -6458274.000000 Penalty: 5361.334473
	Iteration 34Q: 3 clusters Score -6458274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -6458291.000000 Penalty: 5361.334473
	Iteration 35Q: 3 clusters Score -6458291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -6458308.500000 Penalty: 5361.334473
	Iteration 36Q: 3 clusters Score -6458308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -6458325.000000 Penalty: 5361.334473
	Iteration 37Q: 3 clusters Score -6458325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -6458334.000000 Penalty: 5361.334473
	Iteration 38Q: 3 clusters Score -6458334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -6458357.000000 Penalty: 5361.334473
	Iteration 39Q: 3 clusters Score -6458357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -6458362.000000 Penalty: 5361.334473
	Iteration 40F: 3 clusters Score -6458362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -6458364.500000 Penalty: 5361.334473
	Iteration 41Q: 3 clusters Score -6458364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -6458374.500000 Penalty: 5361.334473
	Iteration 42Q: 3 clusters Score -6458374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -6458394.500000 Penalty: 5361.334473
	Iteration 43Q: 3 clusters Score -6458394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -6458402.000000 Penalty: 5361.334473
	Iteration 44Q: 3 clusters Score -6458402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -6458398.000000 Penalty: 5361.334473
	Iteration 45Q: 3 clusters Score -6458398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -6458415.500000 Penalty: 5361.334473
	Iteration 46Q: 3 clusters Score -6458416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -6458416.500000 Penalty: 5361.334473
	Iteration 47Q: 3 clusters Score -6458416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -6458419.500000 Penalty: 5361.334473
	Iteration 48Q: 3 clusters Score -6458420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -6458436.000000 Penalty: 5361.334473
	Iteration 49Q: 3 clusters Score -6458436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -6458432.500000 Penalty: 5361.334473
	Iteration 50Q: 3 clusters Score -6458432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -6458429.000000 Penalty: 5361.334473
	Iteration 51Q: 3 clusters Score -6458429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -6458440.500000 Penalty: 5361.334473
	Iteration 52Q: 3 clusters Score -6458440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -6458443.500000 Penalty: 5361.334473
	Iteration 53Q: 3 clusters Score -6458444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -6458456.500000 Penalty: 5361.334473
	Iteration 54Q: 3 clusters Score -6458456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -6458452.000000 Penalty: 5361.334473
	Iteration 55Q: 3 clusters Score -6458452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -6458460.500000 Penalty: 5361.334473
	Iteration 56Q: 3 clusters Score -6458460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -6458463.000000 Penalty: 5361.334473
	Iteration 57Q: 3 clusters Score -6458463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -6458462.500000 Penalty: 5361.334473
	Iteration 58Q: 3 clusters Score -6458462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -6458467.000000 Penalty: 5361.334473
	Iteration 59Q: 3 clusters Score -6458467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -6458468.000000 Penalty: 5361.334473
	Iteration 60F: 3 clusters Score -6458468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -6458467.500000 Penalty: 5361.334473
	Iteration 61Q: 3 clusters Score -6458468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -6458467.500000 Penalty: 5361.334473
	Iteration 62F: 3 clusters Score -6458468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -275570.437500 Penalty: 1891.751709
	Iteration 0F: 2 clusters Score -275570.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -272908.562500 Penalty: 3783.503418
	Iteration 0F: 3 clusters Score -272908.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -273359.968750 Penalty: 3783.503418
	Iteration 1F: 3 clusters Score -273360 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -273460.781250 Penalty: 3783.503418
	Iteration 2F: 3 clusters Score -273460.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -273516.093750 Penalty: 3783.503418
	Iteration 3Q: 3 clusters Score -273516.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -273550.281250 Penalty: 3783.503418
	Iteration 4Q: 3 clusters Score -273550.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -273578.031250 Penalty: 3783.503418
	Iteration 5Q: 3 clusters Score -273578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -273603.531250 Penalty: 3783.503418
	Iteration 6Q: 3 clusters Score -273603.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -273620.500000 Penalty: 3783.503418
	Iteration 7Q: 3 clusters Score -273620.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -273642.031250 Penalty: 3783.503418
	Iteration 8Q: 3 clusters Score -273642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -273677.593750 Penalty: 3783.503418
	Iteration 9Q: 3 clusters Score -273677.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -273711.718750 Penalty: 3783.503418
	Iteration 10Q: 3 clusters Score -273711.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -273740.562500 Penalty: 3783.503418
	Iteration 11Q: 3 clusters Score -273740.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -273768.718750 Penalty: 3783.503418
	Iteration 12Q: 3 clusters Score -273768.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -273787.718750 Penalty: 3783.503418
	Iteration 13Q: 3 clusters Score -273787.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -273807.031250 Penalty: 3783.503418
	Iteration 14Q: 3 clusters Score -273807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -273824.031250 Penalty: 3783.503418
	Iteration 15Q: 3 clusters Score -273824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -273846.125000 Penalty: 3783.503418
	Iteration 16Q: 3 clusters Score -273846.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -273878.250000 Penalty: 3783.503418
	Iteration 17Q: 3 clusters Score -273878.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -273907.875000 Penalty: 3783.503418
	Iteration 18Q: 3 clusters Score -273907.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -273936.531250 Penalty: 3783.503418
	Iteration 19Q: 3 clusters Score -273936.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -273952.875000 Penalty: 3783.503418
	Iteration 20F: 3 clusters Score -273952.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -273974.937500 Penalty: 3783.503418
	Iteration 21Q: 3 clusters Score -273974.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -273991.281250 Penalty: 3783.503418
	Iteration 22Q: 3 clusters Score -273991.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -274008.500000 Penalty: 3783.503418
	Iteration 23Q: 3 clusters Score -274008.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -274027.593750 Penalty: 3783.503418
	Iteration 24Q: 3 clusters Score -274027.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -274039.468750 Penalty: 3783.503418
	Iteration 25Q: 3 clusters Score -274039.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -274053.406250 Penalty: 3783.503418
	Iteration 26Q: 3 clusters Score -274053.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -274069.812500 Penalty: 3783.503418
	Iteration 27Q: 3 clusters Score -274069.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -274088.437500 Penalty: 3783.503418
	Iteration 28Q: 3 clusters Score -274088.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -274098.531250 Penalty: 3783.503418
	Iteration 29Q: 3 clusters Score -274098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -274101.125000 Penalty: 3783.503418
	Iteration 30Q: 3 clusters Score -274101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -274104.593750 Penalty: 3783.503418
	Iteration 31Q: 3 clusters Score -274104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -274104.593750 Penalty: 3783.503418
	Iteration 32F: 3 clusters Score -274104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -111057.078125 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -111057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -109227.296875 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -109227.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109529.531250 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -109529.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -109683.804688 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -109683.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109804.578125 Penalty: 3360.581787
	Iteration 3Q: 3 clusters Score -109804.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109945.093750 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -109945.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110095.179688 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -110095.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110177.015625 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -110177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110228.742188 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -110228.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110274.695312 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -110274.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -110308.570312 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -110308.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -110329.101562 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -110329.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110350.468750 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -110350.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110363.148438 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -110363.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -110376.546875 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -110376.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -110403.023438 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -110403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -110432.562500 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -110432.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -110460.531250 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -110460.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -110503.421875 Penalty: 3360.581787
	Iteration 17Q: 3 clusters Score -110503.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -110525.171875 Penalty: 3360.581787
	Iteration 18Q: 3 clusters Score -110525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -110538.929688 Penalty: 3360.581787
	Iteration 19Q: 3 clusters Score -110538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -110549.062500 Penalty: 3360.581787
	Iteration 20F: 3 clusters Score -110549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110553.695312 Penalty: 3360.581787
	Iteration 21Q: 3 clusters Score -110553.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -110556.054688 Penalty: 3360.581787
	Iteration 22Q: 3 clusters Score -110556.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -110560.257812 Penalty: 3360.581787
	Iteration 23Q: 3 clusters Score -110560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110563.617188 Penalty: 3360.581787
	Iteration 24Q: 3 clusters Score -110563.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110563.617188 Penalty: 3360.581787
	Iteration 25F: 3 clusters Score -110563.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Entering Unmasked Estep 
Score: -6684419.500000 Penalty: 2680.356201
	Iteration 0F: 2 clusters Score -6684420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -6651073.000000 Penalty: 5360.712402
	Iteration 0F: 3 clusters Score -6651073 nChanged 22891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -6664192.500000 Penalty: 5360.712402
	Iteration 1F: 3 clusters Score -6664192 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -6665319.500000 Penalty: 5360.712402
	Iteration 2Q: 3 clusters Score -6665320 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -6666864.500000 Penalty: 5360.712402
	Iteration 3F: 3 clusters Score -6666864 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -6668700.500000 Penalty: 5360.712402
	Iteration 4F: 3 clusters Score -6668700 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -6670664.000000 Penalty: 5360.712402
	Iteration 5F: 3 clusters Score -6670664 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -6672578.000000 Penalty: 5360.712402
	Iteration 6F: 3 clusters Score -6672578 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -6674361.500000 Penalty: 5360.712402
	Iteration 7F: 3 clusters Score -6674362 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -6675897.000000 Penalty: 5360.712402
	Iteration 8Q: 3 clusters Score -6675897 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -6676909.500000 Penalty: 5360.712402
	Iteration 9Q: 3 clusters Score -6676910 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -6677545.000000 Penalty: 5360.712402
	Iteration 10Q: 3 clusters Score -6677545 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -6677984.500000 Penalty: 5360.712402
	Iteration 11Q: 3 clusters Score -6677984 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -6678295.000000 Penalty: 5360.712402
	Iteration 12Q: 3 clusters Score -6678295 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -6678614.500000 Penalty: 5360.712402
	Iteration 13Q: 3 clusters Score -6678614 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -6678819.000000 Penalty: 5360.712402
	Iteration 14Q: 3 clusters Score -6678819 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -6679068.000000 Penalty: 5360.712402
	Iteration 15Q: 3 clusters Score -6679068 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -6679265.000000 Penalty: 5360.712402
	Iteration 16Q: 3 clusters Score -6679265 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -6679447.500000 Penalty: 5360.712402
	Iteration 17Q: 3 clusters Score -6679448 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -6679623.000000 Penalty: 5360.712402
	Iteration 18Q: 3 clusters Score -6679623 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -6679794.000000 Penalty: 5360.712402
	Iteration 19Q: 3 clusters Score -6679794 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -6679970.000000 Penalty: 5360.712402
	Iteration 20F: 3 clusters Score -6679970 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -6680157.000000 Penalty: 5360.712402
	Iteration 21Q: 3 clusters Score -6680157 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -6680310.000000 Penalty: 5360.712402
	Iteration 22Q: 3 clusters Score -6680310 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -6680478.500000 Penalty: 5360.712402
	Iteration 23Q: 3 clusters Score -6680478 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -6680677.000000 Penalty: 5360.712402
	Iteration 24Q: 3 clusters Score -6680677 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -6680854.500000 Penalty: 5360.712402
	Iteration 25Q: 3 clusters Score -6680854 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -6681024.500000 Penalty: 5360.712402
	Iteration 26Q: 3 clusters Score -6681024 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -6681154.000000 Penalty: 5360.712402
	Iteration 27Q: 3 clusters Score -6681154 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -6681287.000000 Penalty: 5360.712402
	Iteration 28Q: 3 clusters Score -6681287 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -6681458.500000 Penalty: 5360.712402
	Iteration 29Q: 3 clusters Score -6681458 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -6681629.500000 Penalty: 5360.712402
	Iteration 30Q: 3 clusters Score -6681630 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -6681801.500000 Penalty: 5360.712402
	Iteration 31Q: 3 clusters Score -6681802 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -6681947.500000 Penalty: 5360.712402
	Iteration 32Q: 3 clusters Score -6681948 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -6682052.500000 Penalty: 5360.712402
	Iteration 33Q: 3 clusters Score -6682052 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -6682152.500000 Penalty: 5360.712402
	Iteration 34Q: 3 clusters Score -6682152 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -6682224.000000 Penalty: 5360.712402
	Iteration 35Q: 3 clusters Score -6682224 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -6682291.000000 Penalty: 5360.712402
	Iteration 36Q: 3 clusters Score -6682291 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6682342.500000 Penalty: 5360.712402
	Iteration 37Q: 3 clusters Score -6682342 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6682434.000000 Penalty: 5360.712402
	Iteration 38Q: 3 clusters Score -6682434 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -6682453.000000 Penalty: 5360.712402
	Iteration 39Q: 3 clusters Score -6682453 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6682484.000000 Penalty: 5360.712402
	Iteration 40F: 3 clusters Score -6682484 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6682526.500000 Penalty: 5360.712402
	Iteration 41Q: 3 clusters Score -6682526 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6682573.000000 Penalty: 5360.712402
	Iteration 42Q: 3 clusters Score -6682573 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6682600.000000 Penalty: 5360.712402
	Iteration 43Q: 3 clusters Score -6682600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6682622.000000 Penalty: 5360.712402
	Iteration 44Q: 3 clusters Score -6682622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6682657.000000 Penalty: 5360.712402
	Iteration 45Q: 3 clusters Score -6682657 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6682647.000000 Penalty: 5360.712402
	Iteration 46Q: 3 clusters Score -6682647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6682647.000000 Penalty: 5360.712402
	Iteration 47Q: 3 clusters Score -6682647 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6682655.000000 Penalty: 5360.712402
	Iteration 48Q: 3 clusters Score -6682655 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6682676.000000 Penalty: 5360.712402
	Iteration 49Q: 3 clusters Score -6682676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6682693.000000 Penalty: 5360.712402
	Iteration 50Q: 3 clusters Score -6682693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6682714.500000 Penalty: 5360.712402
	Iteration 51Q: 3 clusters Score -6682714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6682713.500000 Penalty: 5360.712402
	Iteration 52Q: 3 clusters Score -6682714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6682734.000000 Penalty: 5360.712402
	Iteration 53Q: 3 clusters Score -6682734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6682735.500000 Penalty: 5360.712402
	Iteration 54Q: 3 clusters Score -6682736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6682751.000000 Penalty: 5360.712402
	Iteration 55Q: 3 clusters Score -6682751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6682766.500000 Penalty: 5360.712402
	Iteration 56Q: 3 clusters Score -6682766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6682757.500000 Penalty: 5360.712402
	Iteration 57Q: 3 clusters Score -6682758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6682767.000000 Penalty: 5360.712402
	Iteration 58Q: 3 clusters Score -6682767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6682770.000000 Penalty: 5360.712402
	Iteration 59Q: 3 clusters Score -6682770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6682775.000000 Penalty: 5360.712402
	Iteration 60F: 3 clusters Score -6682775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6682776.500000 Penalty: 5360.712402
	Iteration 61Q: 3 clusters Score -6682776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6682781.000000 Penalty: 5360.712402
	Iteration 62Q: 3 clusters Score -6682781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6682784.000000 Penalty: 5360.712402
	Iteration 63Q: 3 clusters Score -6682784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6682778.000000 Penalty: 5360.712402
	Iteration 64Q: 3 clusters Score -6682778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6682781.500000 Penalty: 5360.712402
	Iteration 65Q: 3 clusters Score -6682782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6682780.000000 Penalty: 5360.712402
	Iteration 66Q: 3 clusters Score -6682780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6682783.000000 Penalty: 5360.712402
	Iteration 67Q: 3 clusters Score -6682783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6682784.000000 Penalty: 5360.712402
	Iteration 68Q: 3 clusters Score -6682784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6682794.000000 Penalty: 5360.712402
	Iteration 69Q: 3 clusters Score -6682794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6682796.000000 Penalty: 5360.712402
	Iteration 70Q: 3 clusters Score -6682796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6682792.000000 Penalty: 5360.712402
	Iteration 71Q: 3 clusters Score -6682792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6682802.500000 Penalty: 5360.712402
	Iteration 72Q: 3 clusters Score -6682802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6682805.500000 Penalty: 5360.712402
	Iteration 73Q: 3 clusters Score -6682806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6682804.500000 Penalty: 5360.712402
	Iteration 74Q: 3 clusters Score -6682804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6682808.500000 Penalty: 5360.712402
	Iteration 75Q: 3 clusters Score -6682808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6682803.000000 Penalty: 5360.712402
	Iteration 76Q: 3 clusters Score -6682803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6682811.500000 Penalty: 5360.712402
	Iteration 77Q: 3 clusters Score -6682812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6682812.500000 Penalty: 5360.712402
	Iteration 78Q: 3 clusters Score -6682812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6682806.500000 Penalty: 5360.712402
	Iteration 79Q: 3 clusters Score -6682806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6682812.500000 Penalty: 5360.712402
	Iteration 80F: 3 clusters Score -6682812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6682819.000000 Penalty: 5360.712402
	Iteration 81Q: 3 clusters Score -6682819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6682822.500000 Penalty: 5360.712402
	Iteration 82Q: 3 clusters Score -6682822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6682824.500000 Penalty: 5360.712402
	Iteration 83Q: 3 clusters Score -6682824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6682823.500000 Penalty: 5360.712402
	Iteration 84Q: 3 clusters Score -6682824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6682817.500000 Penalty: 5360.712402
	Iteration 85Q: 3 clusters Score -6682818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6682819.500000 Penalty: 5360.712402
	Iteration 86Q: 3 clusters Score -6682820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6682819.500000 Penalty: 5360.712402
	Iteration 87F: 3 clusters Score -6682820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -483237.187500 Penalty: 2042.237793
	Iteration 0F: 2 clusters Score -483237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -479495.156250 Penalty: 4084.475586
	Iteration 0F: 3 clusters Score -479495.2 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -480284.750000 Penalty: 4084.475586
	Iteration 1F: 3 clusters Score -480284.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -480422.062500 Penalty: 4084.475586
	Iteration 2F: 3 clusters Score -480422.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -480510.031250 Penalty: 4084.475586
	Iteration 3Q: 3 clusters Score -480510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -480561.500000 Penalty: 4084.475586
	Iteration 4Q: 3 clusters Score -480561.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -480599.968750 Penalty: 4084.475586
	Iteration 5Q: 3 clusters Score -480600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -480635.187500 Penalty: 4084.475586
	Iteration 6Q: 3 clusters Score -480635.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -480675.812500 Penalty: 4084.475586
	Iteration 7Q: 3 clusters Score -480675.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -480719.906250 Penalty: 4084.475586
	Iteration 8Q: 3 clusters Score -480719.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -480782.093750 Penalty: 4084.475586
	Iteration 9Q: 3 clusters Score -480782.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -480840.968750 Penalty: 4084.475586
	Iteration 10Q: 3 clusters Score -480841 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -480892.312500 Penalty: 4084.475586
	Iteration 11Q: 3 clusters Score -480892.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -480936.812500 Penalty: 4084.475586
	Iteration 12Q: 3 clusters Score -480936.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -480983.187500 Penalty: 4084.475586
	Iteration 13Q: 3 clusters Score -480983.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -481023.750000 Penalty: 4084.475586
	Iteration 14Q: 3 clusters Score -481023.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -481056.812500 Penalty: 4084.475586
	Iteration 15Q: 3 clusters Score -481056.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -481079.906250 Penalty: 4084.475586
	Iteration 16Q: 3 clusters Score -481079.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -481100.000000 Penalty: 4084.475586
	Iteration 17Q: 3 clusters Score -481100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -481121.656250 Penalty: 4084.475586
	Iteration 18Q: 3 clusters Score -481121.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -481147.437500 Penalty: 4084.475586
	Iteration 19Q: 3 clusters Score -481147.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -481168.343750 Penalty: 4084.475586
	Iteration 20F: 3 clusters Score -481168.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -481191.906250 Penalty: 4084.475586
	Iteration 21Q: 3 clusters Score -481191.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -481213.250000 Penalty: 4084.475586
	Iteration 22Q: 3 clusters Score -481213.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -481226.843750 Penalty: 4084.475586
	Iteration 23Q: 3 clusters Score -481226.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -481237.156250 Penalty: 4084.475586
	Iteration 24Q: 3 clusters Score -481237.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -481249.937500 Penalty: 4084.475586
	Iteration 25Q: 3 clusters Score -481249.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -481256.437500 Penalty: 4084.475586
	Iteration 26Q: 3 clusters Score -481256.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -481262.156250 Penalty: 4084.475586
	Iteration 27Q: 3 clusters Score -481262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -481267.625000 Penalty: 4084.475586
	Iteration 28Q: 3 clusters Score -481267.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -481272.312500 Penalty: 4084.475586
	Iteration 29Q: 3 clusters Score -481272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -481275.531250 Penalty: 4084.475586
	Iteration 30Q: 3 clusters Score -481275.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -481279.656250 Penalty: 4084.475586
	Iteration 31Q: 3 clusters Score -481279.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -481286.968750 Penalty: 4084.475586
	Iteration 32Q: 3 clusters Score -481287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -481293.312500 Penalty: 4084.475586
	Iteration 33Q: 3 clusters Score -481293.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -481300.187500 Penalty: 4084.475586
	Iteration 34Q: 3 clusters Score -481300.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -481305.125000 Penalty: 4084.475586
	Iteration 35Q: 3 clusters Score -481305.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -481307.406250 Penalty: 4084.475586
	Iteration 36Q: 3 clusters Score -481307.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -481310.031250 Penalty: 4084.475586
	Iteration 37Q: 3 clusters Score -481310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -481311.531250 Penalty: 4084.475586
	Iteration 38Q: 3 clusters Score -481311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -481313.500000 Penalty: 4084.475586
	Iteration 39Q: 3 clusters Score -481313.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -481315.000000 Penalty: 4084.475586
	Iteration 40F: 3 clusters Score -481315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -481316.718750 Penalty: 4084.475586
	Iteration 41Q: 3 clusters Score -481316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -481317.562500 Penalty: 4084.475586
	Iteration 42Q: 3 clusters Score -481317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -481318.812500 Penalty: 4084.475586
	Iteration 43Q: 3 clusters Score -481318.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -481319.875000 Penalty: 4084.475586
	Iteration 44Q: 3 clusters Score -481319.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -481322.437500 Penalty: 4084.475586
	Iteration 45Q: 3 clusters Score -481322.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -481325.218750 Penalty: 4084.475586
	Iteration 46Q: 3 clusters Score -481325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -481327.093750 Penalty: 4084.475586
	Iteration 47Q: 3 clusters Score -481327.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -481328.718750 Penalty: 4084.475586
	Iteration 48Q: 3 clusters Score -481328.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -481332.531250 Penalty: 4084.475586
	Iteration 49Q: 3 clusters Score -481332.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -481334.937500 Penalty: 4084.475586
	Iteration 50Q: 3 clusters Score -481334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -481338.218750 Penalty: 4084.475586
	Iteration 51Q: 3 clusters Score -481338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -481341.000000 Penalty: 4084.475586
	Iteration 52Q: 3 clusters Score -481341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -481343.718750 Penalty: 4084.475586
	Iteration 53Q: 3 clusters Score -481343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -481345.593750 Penalty: 4084.475586
	Iteration 54Q: 3 clusters Score -481345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -481347.250000 Penalty: 4084.475586
	Iteration 55Q: 3 clusters Score -481347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -481347.000000 Penalty: 4084.475586
	Iteration 56Q: 3 clusters Score -481347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -481347.562500 Penalty: 4084.475586
	Iteration 57Q: 3 clusters Score -481347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -481348.437500 Penalty: 4084.475586
	Iteration 58Q: 3 clusters Score -481348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -481348.437500 Penalty: 4084.475586
	Iteration 59F: 3 clusters Score -481348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186390 members 
Entering Unmasked Estep 
Score: -25005250.000000 Penalty: 3009.627930
	Iteration 0F: 2 clusters Score -2.500525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -24884202.000000 Penalty: 6019.255859
	Iteration 0F: 3 clusters Score -2.48842e+07 nChanged 89491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -24937706.000000 Penalty: 6019.255859
	Iteration 1F: 3 clusters Score -2.493771e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -24940196.000000 Penalty: 6019.255859
	Iteration 2Q: 3 clusters Score -2.49402e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -24943922.000000 Penalty: 6019.255859
	Iteration 3Q: 3 clusters Score -2.494392e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 102347 members 
Entering Unmasked Estep 
Score: -24949306.000000 Penalty: 6019.255859
	Iteration 4F: 3 clusters Score -2.494931e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 104476 members 
Entering Unmasked Estep 
Score: -24956486.000000 Penalty: 6019.255859
	Iteration 5F: 3 clusters Score -2.495649e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 106207 members 
Entering Unmasked Estep 
Score: -24964966.000000 Penalty: 6019.255859
	Iteration 6F: 3 clusters Score -2.496497e+07 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
Score: -24973146.000000 Penalty: 6019.255859
	Iteration 7F: 3 clusters Score -2.497315e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -24979568.000000 Penalty: 6019.255859
	Iteration 8F: 3 clusters Score -2.497957e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -24982546.000000 Penalty: 6019.255859
	Iteration 9Q: 3 clusters Score -2.498255e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 107475 members 
Entering Unmasked Estep 
Score: -24983846.000000 Penalty: 6019.255859
	Iteration 10Q: 3 clusters Score -2.498385e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78692 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -24984316.000000 Penalty: 6019.255859
	Iteration 11Q: 3 clusters Score -2.498432e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 107983 members 
Entering Unmasked Estep 
Score: -24984514.000000 Penalty: 6019.255859
	Iteration 12Q: 3 clusters Score -2.498451e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 108286 members 
Entering Unmasked Estep 
Score: -24984766.000000 Penalty: 6019.255859
	Iteration 13Q: 3 clusters Score -2.498477e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 108578 members 
Entering Unmasked Estep 
Score: -24985058.000000 Penalty: 6019.255859
	Iteration 14Q: 3 clusters Score -2.498506e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 108905 members 
Entering Unmasked Estep 
Score: -24985208.000000 Penalty: 6019.255859
	Iteration 15Q: 3 clusters Score -2.498521e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -24985406.000000 Penalty: 6019.255859
	Iteration 16Q: 3 clusters Score -2.498541e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 109595 members 
Entering Unmasked Estep 
Score: -24985536.000000 Penalty: 6019.255859
	Iteration 17Q: 3 clusters Score -2.498554e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 110046 members 
Entering Unmasked Estep 
Score: -24985754.000000 Penalty: 6019.255859
	Iteration 18Q: 3 clusters Score -2.498575e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 110614 members 
Entering Unmasked Estep 
Score: -24986000.000000 Penalty: 6019.255859
	Iteration 19Q: 3 clusters Score -2.4986e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 111260 members 
Entering Unmasked Estep 
Score: -24986028.000000 Penalty: 6019.255859
	Iteration 20F: 3 clusters Score -2.498603e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74431 members 
Mstep: Class 2 contains 111959 members 
Entering Unmasked Estep 
Score: -24986176.000000 Penalty: 6019.255859
	Iteration 21Q: 3 clusters Score -2.498618e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 112763 members 
Entering Unmasked Estep 
Score: -24986394.000000 Penalty: 6019.255859
	Iteration 22Q: 3 clusters Score -2.498639e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 113644 members 
Entering Unmasked Estep 
Score: -24986548.000000 Penalty: 6019.255859
	Iteration 23Q: 3 clusters Score -2.498655e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71781 members 
Mstep: Class 2 contains 114609 members 
Entering Unmasked Estep 
Score: -24986746.000000 Penalty: 6019.255859
	Iteration 24Q: 3 clusters Score -2.498675e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70735 members 
Mstep: Class 2 contains 115655 members 
Entering Unmasked Estep 
Score: -24986900.000000 Penalty: 6019.255859
	Iteration 25Q: 3 clusters Score -2.49869e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 116763 members 
Entering Unmasked Estep 
Score: -24987052.000000 Penalty: 6019.255859
	Iteration 26Q: 3 clusters Score -2.498705e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 117992 members 
Entering Unmasked Estep 
Score: -24987228.000000 Penalty: 6019.255859
	Iteration 27Q: 3 clusters Score -2.498723e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
Score: -24987356.000000 Penalty: 6019.255859
	Iteration 28Q: 3 clusters Score -2.498736e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 120589 members 
Entering Unmasked Estep 
Score: -24987526.000000 Penalty: 6019.255859
	Iteration 29Q: 3 clusters Score -2.498753e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64328 members 
Mstep: Class 2 contains 122062 members 
Entering Unmasked Estep 
Score: -24987762.000000 Penalty: 6019.255859
	Iteration 30Q: 3 clusters Score -2.498776e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 123635 members 
Entering Unmasked Estep 
Score: -24988050.000000 Penalty: 6019.255859
	Iteration 31Q: 3 clusters Score -2.498805e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -24988378.000000 Penalty: 6019.255859
	Iteration 32Q: 3 clusters Score -2.498838e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 127032 members 
Entering Unmasked Estep 
Score: -24988672.000000 Penalty: 6019.255859
	Iteration 33Q: 3 clusters Score -2.498867e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 128801 members 
Entering Unmasked Estep 
Score: -24988902.000000 Penalty: 6019.255859
	Iteration 34Q: 3 clusters Score -2.49889e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -24989230.000000 Penalty: 6019.255859
	Iteration 35Q: 3 clusters Score -2.498923e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 132756 members 
Entering Unmasked Estep 
Score: -24989610.000000 Penalty: 6019.255859
	Iteration 36Q: 3 clusters Score -2.498961e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 134839 members 
Entering Unmasked Estep 
Score: -24989974.000000 Penalty: 6019.255859
	Iteration 37Q: 3 clusters Score -2.498997e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 136930 members 
Entering Unmasked Estep 
Score: -24990282.000000 Penalty: 6019.255859
	Iteration 38Q: 3 clusters Score -2.499028e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 139066 members 
Entering Unmasked Estep 
Score: -24990642.000000 Penalty: 6019.255859
	Iteration 39Q: 3 clusters Score -2.499064e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 141277 members 
Entering Unmasked Estep 
Score: -24991120.000000 Penalty: 6019.255859
	Iteration 40F: 3 clusters Score -2.499112e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 143532 members 
Entering Unmasked Estep 
Score: -24991590.000000 Penalty: 6019.255859
	Iteration 41Q: 3 clusters Score -2.499159e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 145863 members 
Entering Unmasked Estep 
Score: -24992172.000000 Penalty: 6019.255859
	Iteration 42Q: 3 clusters Score -2.499217e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 148286 members 
Entering Unmasked Estep 
Score: -24992760.000000 Penalty: 6019.255859
	Iteration 43Q: 3 clusters Score -2.499276e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 150789 members 
Entering Unmasked Estep 
Score: -24993448.000000 Penalty: 6019.255859
	Iteration 44Q: 3 clusters Score -2.499345e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 153349 members 
Entering Unmasked Estep 
Score: -24994026.000000 Penalty: 6019.255859
	Iteration 45Q: 3 clusters Score -2.499403e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 155851 members 
Entering Unmasked Estep 
Score: -24994698.000000 Penalty: 6019.255859
	Iteration 46Q: 3 clusters Score -2.49947e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 158295 members 
Entering Unmasked Estep 
Score: -24995244.000000 Penalty: 6019.255859
	Iteration 47Q: 3 clusters Score -2.499524e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -24995794.000000 Penalty: 6019.255859
	Iteration 48Q: 3 clusters Score -2.499579e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 162859 members 
Entering Unmasked Estep 
Score: -24996276.000000 Penalty: 6019.255859
	Iteration 49Q: 3 clusters Score -2.499628e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -24996736.000000 Penalty: 6019.255859
	Iteration 50Q: 3 clusters Score -2.499674e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 166972 members 
Entering Unmasked Estep 
Score: -24997316.000000 Penalty: 6019.255859
	Iteration 51Q: 3 clusters Score -2.499732e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 168870 members 
Entering Unmasked Estep 
Score: -24997854.000000 Penalty: 6019.255859
	Iteration 52Q: 3 clusters Score -2.499785e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 170670 members 
Entering Unmasked Estep 
Score: -24998294.000000 Penalty: 6019.255859
	Iteration 53Q: 3 clusters Score -2.499829e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 172344 members 
Entering Unmasked Estep 
Score: -24998686.000000 Penalty: 6019.255859
	Iteration 54Q: 3 clusters Score -2.499869e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 173873 members 
Entering Unmasked Estep 
Score: -24999110.000000 Penalty: 6019.255859
	Iteration 55Q: 3 clusters Score -2.499911e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 175295 members 
Entering Unmasked Estep 
Score: -24999430.000000 Penalty: 6019.255859
	Iteration 56Q: 3 clusters Score -2.499943e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 176646 members 
Entering Unmasked Estep 
Score: -24999884.000000 Penalty: 6019.255859
	Iteration 57Q: 3 clusters Score -2.499988e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 177870 members 
Entering Unmasked Estep 
Score: -25000198.000000 Penalty: 6019.255859
	Iteration 58Q: 3 clusters Score -2.50002e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 178950 members 
Entering Unmasked Estep 
Score: -25000490.000000 Penalty: 6019.255859
	Iteration 59Q: 3 clusters Score -2.500049e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 179888 members 
Entering Unmasked Estep 
Score: -25000794.000000 Penalty: 6019.255859
	Iteration 60F: 3 clusters Score -2.500079e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 180696 members 
Entering Unmasked Estep 
Score: -25001138.000000 Penalty: 6019.255859
	Iteration 61Q: 3 clusters Score -2.500114e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 181341 members 
Entering Unmasked Estep 
Score: -25001340.000000 Penalty: 6019.255859
	Iteration 62Q: 3 clusters Score -2.500134e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 181874 members 
Entering Unmasked Estep 
Score: -25001542.000000 Penalty: 6019.255859
	Iteration 63Q: 3 clusters Score -2.500154e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -25001706.000000 Penalty: 6019.255859
	Iteration 64Q: 3 clusters Score -2.500171e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 182690 members 
Entering Unmasked Estep 
Score: -25001888.000000 Penalty: 6019.255859
	Iteration 65Q: 3 clusters Score -2.500189e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 183021 members 
Entering Unmasked Estep 
Score: -25001990.000000 Penalty: 6019.255859
	Iteration 66Q: 3 clusters Score -2.500199e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 183330 members 
Entering Unmasked Estep 
Score: -25002076.000000 Penalty: 6019.255859
	Iteration 67Q: 3 clusters Score -2.500208e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 183593 members 
Entering Unmasked Estep 
Score: -25002222.000000 Penalty: 6019.255859
	Iteration 68Q: 3 clusters Score -2.500222e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 183800 members 
Entering Unmasked Estep 
Score: -25002192.000000 Penalty: 6019.255859
	Iteration 69Q: 3 clusters Score -2.500219e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 183977 members 
Entering Unmasked Estep 
Score: -25002270.000000 Penalty: 6019.255859
	Iteration 70Q: 3 clusters Score -2.500227e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 184131 members 
Entering Unmasked Estep 
Score: -25002346.000000 Penalty: 6019.255859
	Iteration 71Q: 3 clusters Score -2.500235e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 184245 members 
Entering Unmasked Estep 
Score: -25002366.000000 Penalty: 6019.255859
	Iteration 72Q: 3 clusters Score -2.500237e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 184344 members 
Entering Unmasked Estep 
Score: -25002418.000000 Penalty: 6019.255859
	Iteration 73Q: 3 clusters Score -2.500242e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 184418 members 
Entering Unmasked Estep 
Score: -25002442.000000 Penalty: 6019.255859
	Iteration 74Q: 3 clusters Score -2.500244e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 184475 members 
Entering Unmasked Estep 
Score: -25002476.000000 Penalty: 6019.255859
	Iteration 75Q: 3 clusters Score -2.500248e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 184521 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.500248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 184570 members 
Entering Unmasked Estep 
Score: -25002526.000000 Penalty: 6019.255859
	Iteration 77Q: 3 clusters Score -2.500253e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 184614 members 
Entering Unmasked Estep 
Score: -25002594.000000 Penalty: 6019.255859
	Iteration 78Q: 3 clusters Score -2.500259e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 184649 members 
Entering Unmasked Estep 
Score: -25002578.000000 Penalty: 6019.255859
	Iteration 79Q: 3 clusters Score -2.500258e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 184685 members 
Entering Unmasked Estep 
Score: -25002616.000000 Penalty: 6019.255859
	Iteration 80F: 3 clusters Score -2.500262e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 184720 members 
Entering Unmasked Estep 
Score: -25002590.000000 Penalty: 6019.255859
	Iteration 81Q: 3 clusters Score -2.500259e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 184745 members 
Entering Unmasked Estep 
Score: -25002590.000000 Penalty: 6019.255859
	Iteration 82Q: 3 clusters Score -2.500259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 184758 members 
Entering Unmasked Estep 
Score: -25002620.000000 Penalty: 6019.255859
	Iteration 83Q: 3 clusters Score -2.500262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 184777 members 
Entering Unmasked Estep 
Score: -25002598.000000 Penalty: 6019.255859
	Iteration 84Q: 3 clusters Score -2.50026e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 184810 members 
Entering Unmasked Estep 
Score: -25002610.000000 Penalty: 6019.255859
	Iteration 85Q: 3 clusters Score -2.500261e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 184836 members 
Entering Unmasked Estep 
Score: -25002600.000000 Penalty: 6019.255859
	Iteration 86Q: 3 clusters Score -2.50026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 184856 members 
Entering Unmasked Estep 
Score: -25002618.000000 Penalty: 6019.255859
	Iteration 87Q: 3 clusters Score -2.500262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 184864 members 
Entering Unmasked Estep 
Score: -25002596.000000 Penalty: 6019.255859
	Iteration 88Q: 3 clusters Score -2.50026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 184872 members 
Entering Unmasked Estep 
Score: -25002616.000000 Penalty: 6019.255859
	Iteration 89Q: 3 clusters Score -2.500262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 184881 members 
Entering Unmasked Estep 
Score: -25002624.000000 Penalty: 6019.255859
	Iteration 90Q: 3 clusters Score -2.500262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 184890 members 
Entering Unmasked Estep 
Score: -25002620.000000 Penalty: 6019.255859
	Iteration 91Q: 3 clusters Score -2.500262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 184898 members 
Entering Unmasked Estep 
Score: -25002624.000000 Penalty: 6019.255859
	Iteration 92Q: 3 clusters Score -2.500262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 184908 members 
Entering Unmasked Estep 
Score: -25002638.000000 Penalty: 6019.255859
	Iteration 93Q: 3 clusters Score -2.500264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 184914 members 
Entering Unmasked Estep 
Score: -25002640.000000 Penalty: 6019.255859
	Iteration 94Q: 3 clusters Score -2.500264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 184923 members 
Entering Unmasked Estep 
Score: -25002652.000000 Penalty: 6019.255859
	Iteration 95Q: 3 clusters Score -2.500265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 184934 members 
Entering Unmasked Estep 
Score: -25002656.000000 Penalty: 6019.255859
	Iteration 96Q: 3 clusters Score -2.500266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 184940 members 
Entering Unmasked Estep 
Score: -25002664.000000 Penalty: 6019.255859
	Iteration 97Q: 3 clusters Score -2.500266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 184950 members 
Entering Unmasked Estep 
Score: -25002660.000000 Penalty: 6019.255859
	Iteration 98Q: 3 clusters Score -2.500266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 184964 members 
Entering Unmasked Estep 
Score: -25002652.000000 Penalty: 6019.255859
	Iteration 99Q: 3 clusters Score -2.500265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 184973 members 
Entering Unmasked Estep 
Score: -25002654.000000 Penalty: 6019.255859
	Iteration 100F: 3 clusters Score -2.500265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 184982 members 
Entering Unmasked Estep 
Score: -25002648.000000 Penalty: 6019.255859
	Iteration 101Q: 3 clusters Score -2.500265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 184988 members 
Entering Unmasked Estep 
Score: -25002644.000000 Penalty: 6019.255859
	Iteration 102Q: 3 clusters Score -2.500264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 184991 members 
Entering Unmasked Estep 
Score: -25002656.000000 Penalty: 6019.255859
	Iteration 103Q: 3 clusters Score -2.500266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 184994 members 
Entering Unmasked Estep 
Score: -25002672.000000 Penalty: 6019.255859
	Iteration 104Q: 3 clusters Score -2.500267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 185001 members 
Entering Unmasked Estep 
Score: -25002668.000000 Penalty: 6019.255859
	Iteration 105Q: 3 clusters Score -2.500267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 185007 members 
Entering Unmasked Estep 
Score: -25002682.000000 Penalty: 6019.255859
	Iteration 106Q: 3 clusters Score -2.500268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 185014 members 
Entering Unmasked Estep 
Score: -25002670.000000 Penalty: 6019.255859
	Iteration 107Q: 3 clusters Score -2.500267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 185021 members 
Entering Unmasked Estep 
Score: -25002650.000000 Penalty: 6019.255859
	Iteration 108Q: 3 clusters Score -2.500265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 185031 members 
Entering Unmasked Estep 
Score: -25002666.000000 Penalty: 6019.255859
	Iteration 109Q: 3 clusters Score -2.500267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 185035 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.500267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 185040 members 
Entering Unmasked Estep 
Score: -25002684.000000 Penalty: 6019.255859
	Iteration 111Q: 3 clusters Score -2.500268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 185048 members 
Entering Unmasked Estep 
Score: -25002672.000000 Penalty: 6019.255859
	Iteration 112Q: 3 clusters Score -2.500267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 185051 members 
Entering Unmasked Estep 
Score: -25002666.000000 Penalty: 6019.255859
	Iteration 113Q: 3 clusters Score -2.500267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 185060 members 
Entering Unmasked Estep 
Score: -25002668.000000 Penalty: 6019.255859
	Iteration 114Q: 3 clusters Score -2.500267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 185065 members 
Entering Unmasked Estep 
Score: -25002678.000000 Penalty: 6019.255859
	Iteration 115Q: 3 clusters Score -2.500268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 185069 members 
Entering Unmasked Estep 
Score: -25002672.000000 Penalty: 6019.255859
	Iteration 116Q: 3 clusters Score -2.500267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 185076 members 
Entering Unmasked Estep 
Score: -25002690.000000 Penalty: 6019.255859
	Iteration 117Q: 3 clusters Score -2.500269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 185081 members 
Entering Unmasked Estep 
Score: -25002702.000000 Penalty: 6019.255859
	Iteration 118Q: 3 clusters Score -2.50027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 185090 members 
Entering Unmasked Estep 
Score: -25002680.000000 Penalty: 6019.255859
	Iteration 119Q: 3 clusters Score -2.500268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 185098 members 
Entering Unmasked Estep 
Score: -25002680.000000 Penalty: 6019.255859
	Iteration 120F: 3 clusters Score -2.500268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 185102 members 
Entering Unmasked Estep 
Score: -25002692.000000 Penalty: 6019.255859
	Iteration 121Q: 3 clusters Score -2.500269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 185106 members 
Entering Unmasked Estep 
Score: -25002704.000000 Penalty: 6019.255859
	Iteration 122Q: 3 clusters Score -2.50027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 185110 members 
Entering Unmasked Estep 
Score: -25002706.000000 Penalty: 6019.255859
	Iteration 123Q: 3 clusters Score -2.500271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 185115 members 
Entering Unmasked Estep 
Score: -25002718.000000 Penalty: 6019.255859
	Iteration 124Q: 3 clusters Score -2.500272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 185120 members 
Entering Unmasked Estep 
Score: -25002716.000000 Penalty: 6019.255859
	Iteration 125Q: 3 clusters Score -2.500272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 185127 members 
Entering Unmasked Estep 
Score: -25002712.000000 Penalty: 6019.255859
	Iteration 126Q: 3 clusters Score -2.500271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 185130 members 
Entering Unmasked Estep 
Score: -25002730.000000 Penalty: 6019.255859
	Iteration 127Q: 3 clusters Score -2.500273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 185137 members 
Entering Unmasked Estep 
Score: -25002736.000000 Penalty: 6019.255859
	Iteration 128Q: 3 clusters Score -2.500274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 185144 members 
Entering Unmasked Estep 
Score: -25002736.000000 Penalty: 6019.255859
	Iteration 129Q: 3 clusters Score -2.500274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 185155 members 
Entering Unmasked Estep 
Score: -25002742.000000 Penalty: 6019.255859
	Iteration 130Q: 3 clusters Score -2.500274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 185160 members 
Entering Unmasked Estep 
Score: -25002736.000000 Penalty: 6019.255859
	Iteration 131Q: 3 clusters Score -2.500274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 185166 members 
Entering Unmasked Estep 
Score: -25002758.000000 Penalty: 6019.255859
	Iteration 132Q: 3 clusters Score -2.500276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 185171 members 
Entering Unmasked Estep 
Score: -25002752.000000 Penalty: 6019.255859
	Iteration 133Q: 3 clusters Score -2.500275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 185176 members 
Entering Unmasked Estep 
Score: -25002764.000000 Penalty: 6019.255859
	Iteration 134Q: 3 clusters Score -2.500276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 185183 members 
Entering Unmasked Estep 
Score: -25002770.000000 Penalty: 6019.255859
	Iteration 135Q: 3 clusters Score -2.500277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 185187 members 
Entering Unmasked Estep 
Score: -25002750.000000 Penalty: 6019.255859
	Iteration 136Q: 3 clusters Score -2.500275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 185186 members 
Entering Unmasked Estep 
Score: -25002758.000000 Penalty: 6019.255859
	Iteration 137Q: 3 clusters Score -2.500276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 185187 members 
Entering Unmasked Estep 
Score: -25002750.000000 Penalty: 6019.255859
	Iteration 138Q: 3 clusters Score -2.500275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 185189 members 
Entering Unmasked Estep 
Score: -25002758.000000 Penalty: 6019.255859
	Iteration 139Q: 3 clusters Score -2.500276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 185188 members 
Entering Unmasked Estep 
Score: -25002752.000000 Penalty: 6019.255859
	Iteration 140F: 3 clusters Score -2.500275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 185191 members 
Entering Unmasked Estep 
Score: -25002784.000000 Penalty: 6019.255859
	Iteration 141Q: 3 clusters Score -2.500278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 185196 members 
Entering Unmasked Estep 
Score: -25002772.000000 Penalty: 6019.255859
	Iteration 142Q: 3 clusters Score -2.500277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 185196 members 
Entering Unmasked Estep 
Score: -25002766.000000 Penalty: 6019.255859
	Iteration 143Q: 3 clusters Score -2.500277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 185200 members 
Entering Unmasked Estep 
Score: -25002776.000000 Penalty: 6019.255859
	Iteration 144Q: 3 clusters Score -2.500278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 185209 members 
Entering Unmasked Estep 
Score: -25002784.000000 Penalty: 6019.255859
	Iteration 145Q: 3 clusters Score -2.500278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 185214 members 
Entering Unmasked Estep 
Score: -25002776.000000 Penalty: 6019.255859
	Iteration 146Q: 3 clusters Score -2.500278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 185218 members 
Entering Unmasked Estep 
Score: -25002780.000000 Penalty: 6019.255859
	Iteration 147Q: 3 clusters Score -2.500278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 185223 members 
Entering Unmasked Estep 
Score: -25002802.000000 Penalty: 6019.255859
	Iteration 148Q: 3 clusters Score -2.50028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 185223 members 
Entering Unmasked Estep 
Score: -25002784.000000 Penalty: 6019.255859
	Iteration 149Q: 3 clusters Score -2.500278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 185224 members 
Entering Unmasked Estep 
Score: -25002784.000000 Penalty: 6019.255859
	Iteration 150Q: 3 clusters Score -2.500278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 185224 members 
Entering Unmasked Estep 
Score: -25002780.000000 Penalty: 6019.255859
	Iteration 151Q: 3 clusters Score -2.500278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 185224 members 
Entering Unmasked Estep 
Score: -25002780.000000 Penalty: 6019.255859
	Iteration 152F: 3 clusters Score -2.500278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -84628.976562 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -84628.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82994.531250 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -82994.53 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83425.937500 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -83425.94 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83697.820312 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -83697.82 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -84095.757812 Penalty: 3249.335693
	Iteration 3F: 3 clusters Score -84095.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -84260.773438 Penalty: 3249.335693
	Iteration 4F: 3 clusters Score -84260.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -84333.109375 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -84333.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -84400.125000 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -84400.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84461.164062 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -84461.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -84486.906250 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -84486.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -84519.890625 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -84519.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -84532.265625 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -84532.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -84532.265625 Penalty: 3249.335693
	Iteration 11F: 3 clusters Score -84532.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Entering Unmasked Estep 
Score: -1834841.875000 Penalty: 2373.577637
	Iteration 0F: 2 clusters Score -1834842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1824406.750000 Penalty: 4747.155273
	Iteration 0F: 3 clusters Score -1824407 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1827938.000000 Penalty: 4747.155273
	Iteration 1F: 3 clusters Score -1827938 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1828562.625000 Penalty: 4747.155273
	Iteration 2F: 3 clusters Score -1828563 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1829119.000000 Penalty: 4747.155273
	Iteration 3F: 3 clusters Score -1829119 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1829635.375000 Penalty: 4747.155273
	Iteration 4F: 3 clusters Score -1829635 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1830116.375000 Penalty: 4747.155273
	Iteration 5F: 3 clusters Score -1830116 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1830562.875000 Penalty: 4747.155273
	Iteration 6F: 3 clusters Score -1830563 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1830930.000000 Penalty: 4747.155273
	Iteration 7Q: 3 clusters Score -1830930 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1831244.625000 Penalty: 4747.155273
	Iteration 8Q: 3 clusters Score -1831245 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1831508.625000 Penalty: 4747.155273
	Iteration 9Q: 3 clusters Score -1831509 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1831749.000000 Penalty: 4747.155273
	Iteration 10Q: 3 clusters Score -1831749 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1831980.000000 Penalty: 4747.155273
	Iteration 11Q: 3 clusters Score -1831980 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1832175.750000 Penalty: 4747.155273
	Iteration 12Q: 3 clusters Score -1832176 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1832373.000000 Penalty: 4747.155273
	Iteration 13Q: 3 clusters Score -1832373 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1832568.125000 Penalty: 4747.155273
	Iteration 14Q: 3 clusters Score -1832568 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1832761.375000 Penalty: 4747.155273
	Iteration 15Q: 3 clusters Score -1832761 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1832935.125000 Penalty: 4747.155273
	Iteration 16Q: 3 clusters Score -1832935 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1833057.500000 Penalty: 4747.155273
	Iteration 17Q: 3 clusters Score -1833058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1833175.125000 Penalty: 4747.155273
	Iteration 18Q: 3 clusters Score -1833175 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1833280.375000 Penalty: 4747.155273
	Iteration 19Q: 3 clusters Score -1833280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1833384.500000 Penalty: 4747.155273
	Iteration 20F: 3 clusters Score -1833384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1833449.125000 Penalty: 4747.155273
	Iteration 21Q: 3 clusters Score -1833449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1833509.625000 Penalty: 4747.155273
	Iteration 22Q: 3 clusters Score -1833510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1833553.250000 Penalty: 4747.155273
	Iteration 23Q: 3 clusters Score -1833553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1833594.750000 Penalty: 4747.155273
	Iteration 24Q: 3 clusters Score -1833595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1833650.875000 Penalty: 4747.155273
	Iteration 25Q: 3 clusters Score -1833651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1833693.750000 Penalty: 4747.155273
	Iteration 26Q: 3 clusters Score -1833694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1833721.250000 Penalty: 4747.155273
	Iteration 27Q: 3 clusters Score -1833721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1833755.500000 Penalty: 4747.155273
	Iteration 28Q: 3 clusters Score -1833756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1833795.625000 Penalty: 4747.155273
	Iteration 29Q: 3 clusters Score -1833796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1833825.750000 Penalty: 4747.155273
	Iteration 30Q: 3 clusters Score -1833826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1833854.375000 Penalty: 4747.155273
	Iteration 31Q: 3 clusters Score -1833854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1833868.500000 Penalty: 4747.155273
	Iteration 32Q: 3 clusters Score -1833868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1833886.125000 Penalty: 4747.155273
	Iteration 33Q: 3 clusters Score -1833886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1833897.500000 Penalty: 4747.155273
	Iteration 34Q: 3 clusters Score -1833898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1833909.250000 Penalty: 4747.155273
	Iteration 35Q: 3 clusters Score -1833909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1833913.500000 Penalty: 4747.155273
	Iteration 36Q: 3 clusters Score -1833914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1833916.375000 Penalty: 4747.155273
	Iteration 37Q: 3 clusters Score -1833916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1833921.625000 Penalty: 4747.155273
	Iteration 38Q: 3 clusters Score -1833922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1833923.625000 Penalty: 4747.155273
	Iteration 39Q: 3 clusters Score -1833924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1833927.250000 Penalty: 4747.155273
	Iteration 40F: 3 clusters Score -1833927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1833931.375000 Penalty: 4747.155273
	Iteration 41Q: 3 clusters Score -1833931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1833934.625000 Penalty: 4747.155273
	Iteration 42Q: 3 clusters Score -1833935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1833942.500000 Penalty: 4747.155273
	Iteration 43Q: 3 clusters Score -1833942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1833953.500000 Penalty: 4747.155273
	Iteration 44Q: 3 clusters Score -1833954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1833960.125000 Penalty: 4747.155273
	Iteration 45Q: 3 clusters Score -1833960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1833964.875000 Penalty: 4747.155273
	Iteration 46Q: 3 clusters Score -1833965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1833968.875000 Penalty: 4747.155273
	Iteration 47Q: 3 clusters Score -1833969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1833967.375000 Penalty: 4747.155273
	Iteration 48Q: 3 clusters Score -1833967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1833967.375000 Penalty: 4747.155273
	Iteration 49F: 3 clusters Score -1833967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30383 members 
Mstep: Class 7 contains 178124 members 
Mstep: Class 8 contains 59632 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176568 members 
Mstep: Class 11 contains 159447 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49409 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186390 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 359Q: 23 clusters Score -1.443557e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46767 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178124 members 
Mstep: Class 8 contains 59631 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176568 members 
Mstep: Class 11 contains 159451 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49472 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49411 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186391 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355728.000000 Penalty: 75875.242188
Iteration 360F: 23 clusters Score -1.443557e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46767 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178127 members 
Mstep: Class 8 contains 59630 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176570 members 
Mstep: Class 11 contains 159451 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49474 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49411 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186388 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 361Q: 23 clusters Score -1.443557e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46768 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30381 members 
Mstep: Class 7 contains 178126 members 
Mstep: Class 8 contains 59630 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176570 members 
Mstep: Class 11 contains 159453 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49475 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49409 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186387 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355632.000000 Penalty: 75875.242188
Iteration 362Q: 23 clusters Score -1.443556e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46767 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178127 members 
Mstep: Class 8 contains 59631 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176570 members 
Mstep: Class 11 contains 159455 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49407 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186385 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 363Q: 23 clusters Score -1.443557e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46764 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178127 members 
Mstep: Class 8 contains 59632 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176569 members 
Mstep: Class 11 contains 159457 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49407 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186385 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 364Q: 23 clusters Score -1.443557e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46761 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178132 members 
Mstep: Class 8 contains 59634 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176569 members 
Mstep: Class 11 contains 159458 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49407 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186381 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 365Q: 23 clusters Score -1.443556e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178132 members 
Mstep: Class 8 contains 59635 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176569 members 
Mstep: Class 11 contains 159456 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49408 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186383 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 366Q: 23 clusters Score -1.443557e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178133 members 
Mstep: Class 8 contains 59638 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176571 members 
Mstep: Class 11 contains 159453 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49476 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49408 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186384 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 367Q: 23 clusters Score -1.443557e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178133 members 
Mstep: Class 8 contains 59642 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176572 members 
Mstep: Class 11 contains 159453 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49476 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49408 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186382 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 368Q: 23 clusters Score -1.443557e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178135 members 
Mstep: Class 8 contains 59641 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176572 members 
Mstep: Class 11 contains 159455 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27953 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49476 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49408 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186378 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 369Q: 23 clusters Score -1.443557e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46757 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178134 members 
Mstep: Class 8 contains 59644 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176572 members 
Mstep: Class 11 contains 159454 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49476 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49409 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186376 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 370Q: 23 clusters Score -1.443556e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46757 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30381 members 
Mstep: Class 7 contains 178135 members 
Mstep: Class 8 contains 59645 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176572 members 
Mstep: Class 11 contains 159456 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49476 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49410 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186372 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 371Q: 23 clusters Score -1.443556e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46757 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30381 members 
Mstep: Class 7 contains 178135 members 
Mstep: Class 8 contains 59646 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176573 members 
Mstep: Class 11 contains 159461 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49476 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49412 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186363 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 372Q: 23 clusters Score -1.443557e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46757 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30381 members 
Mstep: Class 7 contains 178136 members 
Mstep: Class 8 contains 59647 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176572 members 
Mstep: Class 11 contains 159465 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49414 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186355 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 373Q: 23 clusters Score -1.443557e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178139 members 
Mstep: Class 8 contains 59648 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176573 members 
Mstep: Class 11 contains 159468 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49417 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186344 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355712.000000 Penalty: 75875.242188
Iteration 374Q: 23 clusters Score -1.443557e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30381 members 
Mstep: Class 7 contains 178141 members 
Mstep: Class 8 contains 59649 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176573 members 
Mstep: Class 11 contains 159474 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49418 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186336 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 375Q: 23 clusters Score -1.443557e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178146 members 
Mstep: Class 8 contains 59650 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176574 members 
Mstep: Class 11 contains 159477 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49478 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49419 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186326 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355712.000000 Penalty: 75875.242188
Iteration 376Q: 23 clusters Score -1.443557e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178153 members 
Mstep: Class 8 contains 59650 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176574 members 
Mstep: Class 11 contains 159477 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49422 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186319 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 377Q: 23 clusters Score -1.443557e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46750 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178157 members 
Mstep: Class 8 contains 59650 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176575 members 
Mstep: Class 11 contains 159478 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49479 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49423 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186312 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 378Q: 23 clusters Score -1.443557e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178161 members 
Mstep: Class 8 contains 59650 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176575 members 
Mstep: Class 11 contains 159481 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49480 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49421 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186308 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 379Q: 23 clusters Score -1.443557e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178162 members 
Mstep: Class 8 contains 59650 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176579 members 
Mstep: Class 11 contains 159480 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49481 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49419 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186307 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355712.000000 Penalty: 75875.242188
Iteration 380F: 23 clusters Score -1.443557e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46747 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30381 members 
Mstep: Class 7 contains 178164 members 
Mstep: Class 8 contains 59651 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176579 members 
Mstep: Class 11 contains 159480 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27950 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49482 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49418 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186307 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355744.000000 Penalty: 75875.242188
Iteration 381Q: 23 clusters Score -1.443557e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 2014 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 46747 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178166 members 
Mstep: Class 8 contains 59654 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176579 members 
Mstep: Class 11 contains 159472 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49483 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49419 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186310 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355712.000000 Penalty: 75875.242188
Iteration 382Q: 23 clusters Score -1.443557e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8467 members 
Mstep: Class 4 contains 46745 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178169 members 
Mstep: Class 8 contains 59656 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176582 members 
Mstep: Class 11 contains 159471 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49484 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49419 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186308 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 383Q: 23 clusters Score -1.443556e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46746 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178174 members 
Mstep: Class 8 contains 59661 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176581 members 
Mstep: Class 11 contains 159468 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49484 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49419 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186303 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 384Q: 23 clusters Score -1.443557e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178181 members 
Mstep: Class 8 contains 59664 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176580 members 
Mstep: Class 11 contains 159462 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49486 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49420 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186299 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355632.000000 Penalty: 75875.242188
Iteration 385Q: 23 clusters Score -1.443556e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178180 members 
Mstep: Class 8 contains 59668 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176579 members 
Mstep: Class 11 contains 159458 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49489 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49421 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186295 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355600.000000 Penalty: 75875.242188
Iteration 386Q: 23 clusters Score -1.443556e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46740 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178183 members 
Mstep: Class 8 contains 59674 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176578 members 
Mstep: Class 11 contains 159463 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49488 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49421 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186289 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 387Q: 23 clusters Score -1.443557e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46738 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178184 members 
Mstep: Class 8 contains 59680 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176579 members 
Mstep: Class 11 contains 159465 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49488 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49422 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186282 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355616.000000 Penalty: 75875.242188
Iteration 388Q: 23 clusters Score -1.443556e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46734 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178186 members 
Mstep: Class 8 contains 59683 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176578 members 
Mstep: Class 11 contains 159467 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27946 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49488 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49427 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186279 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 389Q: 23 clusters Score -1.443556e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46731 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30379 members 
Mstep: Class 7 contains 178176 members 
Mstep: Class 8 contains 59692 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176579 members 
Mstep: Class 11 contains 159471 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49489 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49434 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186269 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355520.000000 Penalty: 75875.242188
Iteration 390Q: 23 clusters Score -1.443555e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46726 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178172 members 
Mstep: Class 8 contains 59704 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176577 members 
Mstep: Class 11 contains 159469 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49490 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49437 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186264 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355536.000000 Penalty: 75875.242188
Iteration 391Q: 23 clusters Score -1.443555e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46723 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 178167 members 
Mstep: Class 8 contains 59714 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176577 members 
Mstep: Class 11 contains 159468 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49492 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49438 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186260 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 392Q: 23 clusters Score -1.443557e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46722 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30381 members 
Mstep: Class 7 contains 178166 members 
Mstep: Class 8 contains 59721 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176576 members 
Mstep: Class 11 contains 159472 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49492 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49441 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186249 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 393Q: 23 clusters Score -1.443557e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46721 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30381 members 
Mstep: Class 7 contains 178166 members 
Mstep: Class 8 contains 59727 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176583 members 
Mstep: Class 11 contains 159472 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27950 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49493 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49442 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186233 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 394Q: 23 clusters Score -1.443556e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94833 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46719 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178170 members 
Mstep: Class 8 contains 59733 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176582 members 
Mstep: Class 11 contains 159471 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49494 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49444 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186224 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355712.000000 Penalty: 75875.242188
Iteration 395Q: 23 clusters Score -1.443557e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46718 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30380 members 
Mstep: Class 7 contains 178168 members 
Mstep: Class 8 contains 59740 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176581 members 
Mstep: Class 11 contains 159473 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49494 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49449 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186216 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 396Q: 23 clusters Score -1.443556e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46717 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30381 members 
Mstep: Class 7 contains 178170 members 
Mstep: Class 8 contains 59748 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176584 members 
Mstep: Class 11 contains 159462 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49495 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49451 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186211 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 397Q: 23 clusters Score -1.443557e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46716 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30383 members 
Mstep: Class 7 contains 178175 members 
Mstep: Class 8 contains 59752 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176586 members 
Mstep: Class 11 contains 159457 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27946 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49496 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49453 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186203 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 398Q: 23 clusters Score -1.443557e+08 nChanged 33
Entering ConstructFrom: 
Score: -144355664.000000 Penalty: 75875.242188
Entering ConstructFrom: 
Trying to split cluster 1 (94829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Entering Unmasked Estep 
Score: -12711215.000000 Penalty: 2842.037842
	Iteration 0F: 2 clusters Score -1.271122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -12647497.000000 Penalty: 5684.075684
	Iteration 0F: 3 clusters Score -1.26475e+07 nChanged 44854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -12672877.000000 Penalty: 5684.075684
	Iteration 1F: 3 clusters Score -1.267288e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -12673423.000000 Penalty: 5684.075684
	Iteration 2Q: 3 clusters Score -1.267342e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -12674145.000000 Penalty: 5684.075684
	Iteration 3Q: 3 clusters Score -1.267414e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -12674907.000000 Penalty: 5684.075684
	Iteration 4Q: 3 clusters Score -1.267491e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -12676015.000000 Penalty: 5684.075684
	Iteration 5Q: 3 clusters Score -1.267602e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -12677661.000000 Penalty: 5684.075684
	Iteration 6Q: 3 clusters Score -1.267766e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -12680558.000000 Penalty: 5684.075684
	Iteration 7F: 3 clusters Score -1.268056e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -12685011.000000 Penalty: 5684.075684
	Iteration 8F: 3 clusters Score -1.268501e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -12691381.000000 Penalty: 5684.075684
	Iteration 9F: 3 clusters Score -1.269138e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -12698200.000000 Penalty: 5684.075684
	Iteration 10F: 3 clusters Score -1.26982e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 76755 members 
Entering Unmasked Estep 
Score: -12702999.000000 Penalty: 5684.075684
	Iteration 11F: 3 clusters Score -1.2703e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -12705032.000000 Penalty: 5684.075684
	Iteration 12Q: 3 clusters Score -1.270503e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -12705902.000000 Penalty: 5684.075684
	Iteration 13Q: 3 clusters Score -1.27059e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -12706367.000000 Penalty: 5684.075684
	Iteration 14Q: 3 clusters Score -1.270637e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 81792 members 
Entering Unmasked Estep 
Score: -12706642.000000 Penalty: 5684.075684
	Iteration 15Q: 3 clusters Score -1.270664e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -12706873.000000 Penalty: 5684.075684
	Iteration 16Q: 3 clusters Score -1.270687e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 83158 members 
Entering Unmasked Estep 
Score: -12707042.000000 Penalty: 5684.075684
	Iteration 17Q: 3 clusters Score -1.270704e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -12707173.000000 Penalty: 5684.075684
	Iteration 18Q: 3 clusters Score -1.270717e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 84359 members 
Entering Unmasked Estep 
Score: -12707337.000000 Penalty: 5684.075684
	Iteration 19Q: 3 clusters Score -1.270734e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -12707506.000000 Penalty: 5684.075684
	Iteration 20F: 3 clusters Score -1.270751e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -12707616.000000 Penalty: 5684.075684
	Iteration 21Q: 3 clusters Score -1.270762e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -12707779.000000 Penalty: 5684.075684
	Iteration 22Q: 3 clusters Score -1.270778e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -12707882.000000 Penalty: 5684.075684
	Iteration 23Q: 3 clusters Score -1.270788e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 86818 members 
Entering Unmasked Estep 
Score: -12708028.000000 Penalty: 5684.075684
	Iteration 24Q: 3 clusters Score -1.270803e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -12708079.000000 Penalty: 5684.075684
	Iteration 25Q: 3 clusters Score -1.270808e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -12708114.000000 Penalty: 5684.075684
	Iteration 26Q: 3 clusters Score -1.270811e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -12708154.000000 Penalty: 5684.075684
	Iteration 27Q: 3 clusters Score -1.270815e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -12708241.000000 Penalty: 5684.075684
	Iteration 28Q: 3 clusters Score -1.270824e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -12708279.000000 Penalty: 5684.075684
	Iteration 29Q: 3 clusters Score -1.270828e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -12708355.000000 Penalty: 5684.075684
	Iteration 30Q: 3 clusters Score -1.270836e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -12708409.000000 Penalty: 5684.075684
	Iteration 31Q: 3 clusters Score -1.270841e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -12708428.000000 Penalty: 5684.075684
	Iteration 32Q: 3 clusters Score -1.270843e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -12708451.000000 Penalty: 5684.075684
	Iteration 33Q: 3 clusters Score -1.270845e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -12708469.000000 Penalty: 5684.075684
	Iteration 34Q: 3 clusters Score -1.270847e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -12708502.000000 Penalty: 5684.075684
	Iteration 35Q: 3 clusters Score -1.27085e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -12708543.000000 Penalty: 5684.075684
	Iteration 36Q: 3 clusters Score -1.270854e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -12708597.000000 Penalty: 5684.075684
	Iteration 37Q: 3 clusters Score -1.27086e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -12708604.000000 Penalty: 5684.075684
	Iteration 38Q: 3 clusters Score -1.27086e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 90113 members 
Entering Unmasked Estep 
Score: -12708648.000000 Penalty: 5684.075684
	Iteration 39Q: 3 clusters Score -1.270865e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
Score: -12708651.000000 Penalty: 5684.075684
	Iteration 40F: 3 clusters Score -1.270865e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -12708664.000000 Penalty: 5684.075684
	Iteration 41Q: 3 clusters Score -1.270866e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -12708674.000000 Penalty: 5684.075684
	Iteration 42Q: 3 clusters Score -1.270867e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -12708696.000000 Penalty: 5684.075684
	Iteration 43Q: 3 clusters Score -1.27087e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -12708701.000000 Penalty: 5684.075684
	Iteration 44Q: 3 clusters Score -1.27087e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -12708731.000000 Penalty: 5684.075684
	Iteration 45Q: 3 clusters Score -1.270873e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -12708740.000000 Penalty: 5684.075684
	Iteration 46Q: 3 clusters Score -1.270874e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 90910 members 
Entering Unmasked Estep 
Score: -12708750.000000 Penalty: 5684.075684
	Iteration 47Q: 3 clusters Score -1.270875e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -12708726.000000 Penalty: 5684.075684
	Iteration 48Q: 3 clusters Score -1.270873e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -12708741.000000 Penalty: 5684.075684
	Iteration 49Q: 3 clusters Score -1.270874e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -12708734.000000 Penalty: 5684.075684
	Iteration 50Q: 3 clusters Score -1.270873e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -12708765.000000 Penalty: 5684.075684
	Iteration 51Q: 3 clusters Score -1.270876e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -12708768.000000 Penalty: 5684.075684
	Iteration 52Q: 3 clusters Score -1.270877e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 91317 members 
Entering Unmasked Estep 
Score: -12708795.000000 Penalty: 5684.075684
	Iteration 53Q: 3 clusters Score -1.27088e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -12708812.000000 Penalty: 5684.075684
	Iteration 54Q: 3 clusters Score -1.270881e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -12708822.000000 Penalty: 5684.075684
	Iteration 55Q: 3 clusters Score -1.270882e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -12708822.000000 Penalty: 5684.075684
	Iteration 56Q: 3 clusters Score -1.270882e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -12708847.000000 Penalty: 5684.075684
	Iteration 57Q: 3 clusters Score -1.270885e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -12708849.000000 Penalty: 5684.075684
	Iteration 58Q: 3 clusters Score -1.270885e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 91585 members 
Entering Unmasked Estep 
Score: -12708868.000000 Penalty: 5684.075684
	Iteration 59Q: 3 clusters Score -1.270887e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -12708870.000000 Penalty: 5684.075684
	Iteration 60F: 3 clusters Score -1.270887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 91650 members 
Entering Unmasked Estep 
Score: -12708865.000000 Penalty: 5684.075684
	Iteration 61Q: 3 clusters Score -1.270886e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -12708869.000000 Penalty: 5684.075684
	Iteration 62Q: 3 clusters Score -1.270887e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -12708881.000000 Penalty: 5684.075684
	Iteration 63Q: 3 clusters Score -1.270888e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -12708880.000000 Penalty: 5684.075684
	Iteration 64Q: 3 clusters Score -1.270888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -12708881.000000 Penalty: 5684.075684
	Iteration 65Q: 3 clusters Score -1.270888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
Score: -12708893.000000 Penalty: 5684.075684
	Iteration 66Q: 3 clusters Score -1.270889e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 91838 members 
Entering Unmasked Estep 
Score: -12708892.000000 Penalty: 5684.075684
	Iteration 67Q: 3 clusters Score -1.270889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -12708917.000000 Penalty: 5684.075684
	Iteration 68Q: 3 clusters Score -1.270892e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 91904 members 
Entering Unmasked Estep 
Score: -12708910.000000 Penalty: 5684.075684
	Iteration 69Q: 3 clusters Score -1.270891e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
Score: -12708918.000000 Penalty: 5684.075684
	Iteration 70Q: 3 clusters Score -1.270892e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -12708928.000000 Penalty: 5684.075684
	Iteration 71Q: 3 clusters Score -1.270893e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 91990 members 
Entering Unmasked Estep 
Score: -12708927.000000 Penalty: 5684.075684
	Iteration 72Q: 3 clusters Score -1.270893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -12708938.000000 Penalty: 5684.075684
	Iteration 73Q: 3 clusters Score -1.270894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -12708926.000000 Penalty: 5684.075684
	Iteration 74Q: 3 clusters Score -1.270893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 92048 members 
Entering Unmasked Estep 
Score: -12708913.000000 Penalty: 5684.075684
	Iteration 75Q: 3 clusters Score -1.270891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 92061 members 
Entering Unmasked Estep 
Score: -12708914.000000 Penalty: 5684.075684
	Iteration 76Q: 3 clusters Score -1.270891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 92075 members 
Entering Unmasked Estep 
Score: -12708899.000000 Penalty: 5684.075684
	Iteration 77Q: 3 clusters Score -1.27089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 92091 members 
Entering Unmasked Estep 
Score: -12708921.000000 Penalty: 5684.075684
	Iteration 78Q: 3 clusters Score -1.270892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -12708923.000000 Penalty: 5684.075684
	Iteration 79Q: 3 clusters Score -1.270892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -12708916.000000 Penalty: 5684.075684
	Iteration 80F: 3 clusters Score -1.270892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 92153 members 
Entering Unmasked Estep 
Score: -12708919.000000 Penalty: 5684.075684
	Iteration 81Q: 3 clusters Score -1.270892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 92177 members 
Entering Unmasked Estep 
Score: -12708933.000000 Penalty: 5684.075684
	Iteration 82Q: 3 clusters Score -1.270893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -12708944.000000 Penalty: 5684.075684
	Iteration 83Q: 3 clusters Score -1.270894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -12708968.000000 Penalty: 5684.075684
	Iteration 84Q: 3 clusters Score -1.270897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 92236 members 
Entering Unmasked Estep 
Score: -12708970.000000 Penalty: 5684.075684
	Iteration 85Q: 3 clusters Score -1.270897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -12708974.000000 Penalty: 5684.075684
	Iteration 86Q: 3 clusters Score -1.270897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -12708982.000000 Penalty: 5684.075684
	Iteration 87Q: 3 clusters Score -1.270898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 92281 members 
Entering Unmasked Estep 
Score: -12708978.000000 Penalty: 5684.075684
	Iteration 88Q: 3 clusters Score -1.270898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 92296 members 
Entering Unmasked Estep 
Score: -12708978.000000 Penalty: 5684.075684
	Iteration 89Q: 3 clusters Score -1.270898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -12708982.000000 Penalty: 5684.075684
	Iteration 90Q: 3 clusters Score -1.270898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 92316 members 
Entering Unmasked Estep 
Score: -12708996.000000 Penalty: 5684.075684
	Iteration 91Q: 3 clusters Score -1.2709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 92328 members 
Entering Unmasked Estep 
Score: -12708998.000000 Penalty: 5684.075684
	Iteration 92Q: 3 clusters Score -1.2709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -12709019.000000 Penalty: 5684.075684
	Iteration 93Q: 3 clusters Score -1.270902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -12709025.000000 Penalty: 5684.075684
	Iteration 94Q: 3 clusters Score -1.270902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -12709017.000000 Penalty: 5684.075684
	Iteration 95Q: 3 clusters Score -1.270902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -12709009.000000 Penalty: 5684.075684
	Iteration 96Q: 3 clusters Score -1.270901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -12709018.000000 Penalty: 5684.075684
	Iteration 97Q: 3 clusters Score -1.270902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -12709024.000000 Penalty: 5684.075684
	Iteration 98Q: 3 clusters Score -1.270902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -12709030.000000 Penalty: 5684.075684
	Iteration 99Q: 3 clusters Score -1.270903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -12709032.000000 Penalty: 5684.075684
	Iteration 100F: 3 clusters Score -1.270903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -12709032.000000 Penalty: 5684.075684
	Iteration 101Q: 3 clusters Score -1.270903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 92425 members 
Entering Unmasked Estep 
Score: -12709017.000000 Penalty: 5684.075684
	Iteration 102Q: 3 clusters Score -1.270902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -12709021.000000 Penalty: 5684.075684
	Iteration 103Q: 3 clusters Score -1.270902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 92433 members 
Entering Unmasked Estep 
Score: -12709019.000000 Penalty: 5684.075684
	Iteration 104Q: 3 clusters Score -1.270902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -12709014.000000 Penalty: 5684.075684
	Iteration 105Q: 3 clusters Score -1.270901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -12709014.000000 Penalty: 5684.075684
	Iteration 106Q: 3 clusters Score -1.270901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -12709016.000000 Penalty: 5684.075684
	Iteration 107Q: 3 clusters Score -1.270902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 92440 members 
Entering Unmasked Estep 
Score: -12709012.000000 Penalty: 5684.075684
	Iteration 108Q: 3 clusters Score -1.270901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -12709012.000000 Penalty: 5684.075684
	Iteration 109Q: 3 clusters Score -1.270901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -12709019.000000 Penalty: 5684.075684
	Iteration 110Q: 3 clusters Score -1.270902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 92442 members 
Entering Unmasked Estep 
Score: -12709024.000000 Penalty: 5684.075684
	Iteration 111Q: 3 clusters Score -1.270902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 92442 members 
Entering Unmasked Estep 
Score: -12709024.000000 Penalty: 5684.075684
	Iteration 112F: 3 clusters Score -1.270902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -262660.093750 Penalty: 1886.630615
	Iteration 0F: 2 clusters Score -262660.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -260015.687500 Penalty: 3773.261230
	Iteration 0F: 3 clusters Score -260015.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -260472.687500 Penalty: 3773.261230
	Iteration 1F: 3 clusters Score -260472.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -260596.625000 Penalty: 3773.261230
	Iteration 2F: 3 clusters Score -260596.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -260680.968750 Penalty: 3773.261230
	Iteration 3Q: 3 clusters Score -260681 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -260744.406250 Penalty: 3773.261230
	Iteration 4Q: 3 clusters Score -260744.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -260802.578125 Penalty: 3773.261230
	Iteration 5Q: 3 clusters Score -260802.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -260847.562500 Penalty: 3773.261230
	Iteration 6Q: 3 clusters Score -260847.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -260891.296875 Penalty: 3773.261230
	Iteration 7Q: 3 clusters Score -260891.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -260924.234375 Penalty: 3773.261230
	Iteration 8Q: 3 clusters Score -260924.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -260962.968750 Penalty: 3773.261230
	Iteration 9Q: 3 clusters Score -260963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -261000.453125 Penalty: 3773.261230
	Iteration 10Q: 3 clusters Score -261000.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -261041.656250 Penalty: 3773.261230
	Iteration 11Q: 3 clusters Score -261041.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -261084.437500 Penalty: 3773.261230
	Iteration 12Q: 3 clusters Score -261084.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -261132.328125 Penalty: 3773.261230
	Iteration 13Q: 3 clusters Score -261132.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -261182.656250 Penalty: 3773.261230
	Iteration 14Q: 3 clusters Score -261182.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -261244.031250 Penalty: 3773.261230
	Iteration 15Q: 3 clusters Score -261244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -261299.890625 Penalty: 3773.261230
	Iteration 16Q: 3 clusters Score -261299.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -261359.312500 Penalty: 3773.261230
	Iteration 17Q: 3 clusters Score -261359.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -261417.484375 Penalty: 3773.261230
	Iteration 18Q: 3 clusters Score -261417.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -261488.328125 Penalty: 3773.261230
	Iteration 19Q: 3 clusters Score -261488.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -261532.109375 Penalty: 3773.261230
	Iteration 20F: 3 clusters Score -261532.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -261575.765625 Penalty: 3773.261230
	Iteration 21Q: 3 clusters Score -261575.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -261620.703125 Penalty: 3773.261230
	Iteration 22Q: 3 clusters Score -261620.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -261657.125000 Penalty: 3773.261230
	Iteration 23Q: 3 clusters Score -261657.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -261681.656250 Penalty: 3773.261230
	Iteration 24Q: 3 clusters Score -261681.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -261700.750000 Penalty: 3773.261230
	Iteration 25Q: 3 clusters Score -261700.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -261717.703125 Penalty: 3773.261230
	Iteration 26Q: 3 clusters Score -261717.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -261737.578125 Penalty: 3773.261230
	Iteration 27Q: 3 clusters Score -261737.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -261752.421875 Penalty: 3773.261230
	Iteration 28Q: 3 clusters Score -261752.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -261767.328125 Penalty: 3773.261230
	Iteration 29Q: 3 clusters Score -261767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -261776.796875 Penalty: 3773.261230
	Iteration 30Q: 3 clusters Score -261776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -261784.796875 Penalty: 3773.261230
	Iteration 31Q: 3 clusters Score -261784.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -261790.765625 Penalty: 3773.261230
	Iteration 32Q: 3 clusters Score -261790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -261793.671875 Penalty: 3773.261230
	Iteration 33Q: 3 clusters Score -261793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -261795.515625 Penalty: 3773.261230
	Iteration 34Q: 3 clusters Score -261795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -261796.484375 Penalty: 3773.261230
	Iteration 35Q: 3 clusters Score -261796.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -261796.921875 Penalty: 3773.261230
	Iteration 36Q: 3 clusters Score -261796.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -261798.390625 Penalty: 3773.261230
	Iteration 37Q: 3 clusters Score -261798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -261798.390625 Penalty: 3773.261230
	Iteration 38F: 3 clusters Score -261798.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Entering Unmasked Estep 
Score: -1141813.125000 Penalty: 2242.865723
	Iteration 0F: 2 clusters Score -1141813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1135123.750000 Penalty: 4485.731445
	Iteration 0F: 3 clusters Score -1135124 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1137041.500000 Penalty: 4485.731445
	Iteration 1F: 3 clusters Score -1137042 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1137315.625000 Penalty: 4485.731445
	Iteration 2F: 3 clusters Score -1137316 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1137571.875000 Penalty: 4485.731445
	Iteration 3Q: 3 clusters Score -1137572 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1137832.500000 Penalty: 4485.731445
	Iteration 4Q: 3 clusters Score -1137832 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1138067.500000 Penalty: 4485.731445
	Iteration 5Q: 3 clusters Score -1138068 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1138300.375000 Penalty: 4485.731445
	Iteration 6Q: 3 clusters Score -1138300 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1138529.125000 Penalty: 4485.731445
	Iteration 7Q: 3 clusters Score -1138529 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1138762.750000 Penalty: 4485.731445
	Iteration 8Q: 3 clusters Score -1138763 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1138976.125000 Penalty: 4485.731445
	Iteration 9Q: 3 clusters Score -1138976 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1139146.625000 Penalty: 4485.731445
	Iteration 10Q: 3 clusters Score -1139147 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1139303.625000 Penalty: 4485.731445
	Iteration 11Q: 3 clusters Score -1139304 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1139462.125000 Penalty: 4485.731445
	Iteration 12Q: 3 clusters Score -1139462 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1139594.000000 Penalty: 4485.731445
	Iteration 13Q: 3 clusters Score -1139594 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1139705.250000 Penalty: 4485.731445
	Iteration 14Q: 3 clusters Score -1139705 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1139777.625000 Penalty: 4485.731445
	Iteration 15Q: 3 clusters Score -1139778 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1139837.500000 Penalty: 4485.731445
	Iteration 16Q: 3 clusters Score -1139838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1139884.375000 Penalty: 4485.731445
	Iteration 17Q: 3 clusters Score -1139884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1139925.000000 Penalty: 4485.731445
	Iteration 18Q: 3 clusters Score -1139925 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1139969.250000 Penalty: 4485.731445
	Iteration 19Q: 3 clusters Score -1139969 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1140007.750000 Penalty: 4485.731445
	Iteration 20F: 3 clusters Score -1140008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1140039.500000 Penalty: 4485.731445
	Iteration 21Q: 3 clusters Score -1140040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1140067.875000 Penalty: 4485.731445
	Iteration 22Q: 3 clusters Score -1140068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1140095.250000 Penalty: 4485.731445
	Iteration 23Q: 3 clusters Score -1140095 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1140118.000000 Penalty: 4485.731445
	Iteration 24Q: 3 clusters Score -1140118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1140139.500000 Penalty: 4485.731445
	Iteration 25Q: 3 clusters Score -1140140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1140165.250000 Penalty: 4485.731445
	Iteration 26Q: 3 clusters Score -1140165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1140180.375000 Penalty: 4485.731445
	Iteration 27Q: 3 clusters Score -1140180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1140195.250000 Penalty: 4485.731445
	Iteration 28Q: 3 clusters Score -1140195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1140203.500000 Penalty: 4485.731445
	Iteration 29Q: 3 clusters Score -1140204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1140214.250000 Penalty: 4485.731445
	Iteration 30Q: 3 clusters Score -1140214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1140222.375000 Penalty: 4485.731445
	Iteration 31Q: 3 clusters Score -1140222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1140225.500000 Penalty: 4485.731445
	Iteration 32Q: 3 clusters Score -1140226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1140228.000000 Penalty: 4485.731445
	Iteration 33Q: 3 clusters Score -1140228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1140231.500000 Penalty: 4485.731445
	Iteration 34Q: 3 clusters Score -1140232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1140233.250000 Penalty: 4485.731445
	Iteration 35Q: 3 clusters Score -1140233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1140241.500000 Penalty: 4485.731445
	Iteration 36Q: 3 clusters Score -1140242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1140241.625000 Penalty: 4485.731445
	Iteration 37Q: 3 clusters Score -1140242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1140243.375000 Penalty: 4485.731445
	Iteration 38Q: 3 clusters Score -1140243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1140243.750000 Penalty: 4485.731445
	Iteration 39Q: 3 clusters Score -1140244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1140249.000000 Penalty: 4485.731445
	Iteration 40F: 3 clusters Score -1140249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1140254.500000 Penalty: 4485.731445
	Iteration 41Q: 3 clusters Score -1140254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1140258.000000 Penalty: 4485.731445
	Iteration 42Q: 3 clusters Score -1140258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1140258.375000 Penalty: 4485.731445
	Iteration 43Q: 3 clusters Score -1140258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1140260.625000 Penalty: 4485.731445
	Iteration 44Q: 3 clusters Score -1140261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1140260.625000 Penalty: 4485.731445
	Iteration 45F: 3 clusters Score -1140261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Entering Unmasked Estep 
Score: -6320540.000000 Penalty: 2666.446289
	Iteration 0F: 2 clusters Score -6320540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -6288943.500000 Penalty: 5332.892578
	Iteration 0F: 3 clusters Score -6288944 nChanged 21575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -6300895.000000 Penalty: 5332.892578
	Iteration 1F: 3 clusters Score -6300895 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -6301328.000000 Penalty: 5332.892578
	Iteration 2Q: 3 clusters Score -6301328 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -6301754.000000 Penalty: 5332.892578
	Iteration 3Q: 3 clusters Score -6301754 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -6302143.000000 Penalty: 5332.892578
	Iteration 4Q: 3 clusters Score -6302143 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -6302632.000000 Penalty: 5332.892578
	Iteration 5Q: 3 clusters Score -6302632 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -6303131.000000 Penalty: 5332.892578
	Iteration 6Q: 3 clusters Score -6303131 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -6303739.500000 Penalty: 5332.892578
	Iteration 7Q: 3 clusters Score -6303740 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -6304504.500000 Penalty: 5332.892578
	Iteration 8Q: 3 clusters Score -6304504 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -6305467.000000 Penalty: 5332.892578
	Iteration 9Q: 3 clusters Score -6305467 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -6306575.500000 Penalty: 5332.892578
	Iteration 10Q: 3 clusters Score -6306576 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -6307709.500000 Penalty: 5332.892578
	Iteration 11Q: 3 clusters Score -6307710 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -6308966.500000 Penalty: 5332.892578
	Iteration 12Q: 3 clusters Score -6308966 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -6310092.500000 Penalty: 5332.892578
	Iteration 13Q: 3 clusters Score -6310092 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -6310979.500000 Penalty: 5332.892578
	Iteration 14Q: 3 clusters Score -6310980 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -6311655.000000 Penalty: 5332.892578
	Iteration 15Q: 3 clusters Score -6311655 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -6312148.500000 Penalty: 5332.892578
	Iteration 16Q: 3 clusters Score -6312148 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -6312476.000000 Penalty: 5332.892578
	Iteration 17Q: 3 clusters Score -6312476 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -6312737.500000 Penalty: 5332.892578
	Iteration 18Q: 3 clusters Score -6312738 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -6312982.500000 Penalty: 5332.892578
	Iteration 19Q: 3 clusters Score -6312982 nChanged 620
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6313166 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6313309 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -6313397.000000 Penalty: 5332.892578
	Iteration 22Q: 3 clusters Score -6313397 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6313491 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -6313607.500000 Penalty: 5332.892578
	Iteration 24Q: 3 clusters Score -6313608 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6313684 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -6313791.000000 Penalty: 5332.892578
	Iteration 26Q: 3 clusters Score -6313791 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -6313832.000000 Penalty: 5332.892578
	Iteration 27Q: 3 clusters Score -6313832 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -6313911.500000 Penalty: 5332.892578
	Iteration 28Q: 3 clusters Score -6313912 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6313960 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -6314052.000000 Penalty: 5332.892578
	Iteration 30Q: 3 clusters Score -6314052 nChanged 339
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6314102 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6314110 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -6314178.500000 Penalty: 5332.892578
	Iteration 33Q: 3 clusters Score -6314178 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -6314251.000000 Penalty: 5332.892578
	Iteration 34Q: 3 clusters Score -6314251 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -6314316.500000 Penalty: 5332.892578
	Iteration 35Q: 3 clusters Score -6314316 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6314380 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6314442 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6314501 nChanged 371
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6314580 nChanged 411
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6314657 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6314727 nChanged 383
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6314820 nChanged 396
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6314914 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6314988 nChanged 392
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6315050 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6315112 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -6315196.500000 Penalty: 5332.892578
	Iteration 47Q: 3 clusters Score -6315196 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6315262 nChanged 397
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6315357 nChanged 406
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6315454 nChanged 394
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6315556 nChanged 380
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6315645 nChanged 397
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6315720 nChanged 430
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Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6315832 nChanged 398
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6315934 nChanged 399
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Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6316028 nChanged 410
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6316139 nChanged 380
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6316218 nChanged 390
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6316308 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6316418 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6316542 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6316620 nChanged 337
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6316698 nChanged 339
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6316816 nChanged 343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6316896 nChanged 317
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Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 40704 members 
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	Iteration 66Q: 3 clusters Score -6316974 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6317044 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -6317153.000000 Penalty: 5332.892578
	Iteration 68Q: 3 clusters Score -6317153 nChanged 332
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Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -6317253.000000 Penalty: 5332.892578
	Iteration 69Q: 3 clusters Score -6317253 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6317335 nChanged 300
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Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6317460 nChanged 304
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Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6317544 nChanged 254
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Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6317682 nChanged 226
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Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6317767 nChanged 212
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Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6317838 nChanged 199
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Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6317905 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6317954 nChanged 176
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Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6317998 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6318049 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6318089 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6318097 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -6318157.500000 Penalty: 5332.892578
	Iteration 82Q: 3 clusters Score -6318158 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6318166 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6318158 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -6318195.000000 Penalty: 5332.892578
	Iteration 85Q: 3 clusters Score -6318195 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -6318219.000000 Penalty: 5332.892578
	Iteration 86Q: 3 clusters Score -6318219 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6318246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6318276 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6318297 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 44907 members 
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Score: -6318309.000000 Penalty: 5332.892578
	Iteration 90Q: 3 clusters Score -6318309 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -6318321.500000 Penalty: 5332.892578
	Iteration 91Q: 3 clusters Score -6318322 nChanged 53
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Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -6318349.000000 Penalty: 5332.892578
	Iteration 92Q: 3 clusters Score -6318349 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6318356 nChanged 44
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Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 45110 members 
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	Iteration 94Q: 3 clusters Score -6318366 nChanged 37
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Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -6318381.500000 Penalty: 5332.892578
	Iteration 95Q: 3 clusters Score -6318382 nChanged 29
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Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -6318396.000000 Penalty: 5332.892578
	Iteration 96Q: 3 clusters Score -6318396 nChanged 27
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Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -6318389.500000 Penalty: 5332.892578
	Iteration 97Q: 3 clusters Score -6318390 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6318384 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -6318393.500000 Penalty: 5332.892578
	Iteration 99Q: 3 clusters Score -6318394 nChanged 16
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Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6318394 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6318400 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6318399 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6318399 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6318412 nChanged 7
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Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6318414 nChanged 7
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Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6318413 nChanged 8
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Mstep: Class 1 contains 1403 members 
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	Iteration 107Q: 3 clusters Score -6318412 nChanged 10
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Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6318412 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -6318416.500000 Penalty: 5332.892578
	Iteration 109Q: 3 clusters Score -6318416 nChanged 5
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Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6318417 nChanged 3
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Mstep: Class 1 contains 1382 members 
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Entering Unmasked Estep 
Score: -6318418.500000 Penalty: 5332.892578
	Iteration 111Q: 3 clusters Score -6318418 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -6318422.500000 Penalty: 5332.892578
	Iteration 112Q: 3 clusters Score -6318422 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -6318422.500000 Penalty: 5332.892578
	Iteration 113Q: 3 clusters Score -6318422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -6318420.500000 Penalty: 5332.892578
	Iteration 114Q: 3 clusters Score -6318420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -6318421.000000 Penalty: 5332.892578
	Iteration 115Q: 3 clusters Score -6318421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -6318422.500000 Penalty: 5332.892578
	Iteration 116Q: 3 clusters Score -6318422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -6318422.500000 Penalty: 5332.892578
	Iteration 117Q: 3 clusters Score -6318422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -6318424.000000 Penalty: 5332.892578
	Iteration 118Q: 3 clusters Score -6318424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -6318422.000000 Penalty: 5332.892578
	Iteration 119Q: 3 clusters Score -6318422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -6318420.500000 Penalty: 5332.892578
	Iteration 120F: 3 clusters Score -6318420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -175719.453125 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -175719.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -173512.078125 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -173512.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -173841.343750 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -173841.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -173981.468750 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -173981.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -174049.734375 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -174049.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -174103.234375 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -174103.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -174142.796875 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -174142.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -174172.843750 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -174172.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -174207.578125 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -174207.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -174228.546875 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -174228.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -174248.453125 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -174248.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -174269.406250 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -174269.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -174286.734375 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -174286.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -174299.937500 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -174299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -174305.640625 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -174305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -174311.828125 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -174311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -174324.296875 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -174324.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -174331.187500 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -174331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -174342.343750 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -174342.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -174352.125000 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -174352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -174365.406250 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -174365.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -174380.062500 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -174380.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -174394.125000 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -174394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -174403.078125 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -174403.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -174408.218750 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -174408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -174414.046875 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -174414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -174421.171875 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -174421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -174431.796875 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -174431.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -174444.109375 Penalty: 3592.782471
	Iteration 27Q: 3 clusters Score -174444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -174451.671875 Penalty: 3592.782471
	Iteration 28Q: 3 clusters Score -174451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -174461.093750 Penalty: 3592.782471
	Iteration 29Q: 3 clusters Score -174461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -174470.875000 Penalty: 3592.782471
	Iteration 30Q: 3 clusters Score -174470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -174476.062500 Penalty: 3592.782471
	Iteration 31Q: 3 clusters Score -174476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -174484.046875 Penalty: 3592.782471
	Iteration 32Q: 3 clusters Score -174484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -174492.375000 Penalty: 3592.782471
	Iteration 33Q: 3 clusters Score -174492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -174495.515625 Penalty: 3592.782471
	Iteration 34Q: 3 clusters Score -174495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -174499.843750 Penalty: 3592.782471
	Iteration 35Q: 3 clusters Score -174499.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -174502.500000 Penalty: 3592.782471
	Iteration 36Q: 3 clusters Score -174502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -174506.156250 Penalty: 3592.782471
	Iteration 37Q: 3 clusters Score -174506.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -174510.000000 Penalty: 3592.782471
	Iteration 38Q: 3 clusters Score -174510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -174510.781250 Penalty: 3592.782471
	Iteration 39Q: 3 clusters Score -174510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -174510.781250 Penalty: 3592.782471
	Iteration 40F: 3 clusters Score -174510.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Entering Unmasked Estep 
Score: -4128008.250000 Penalty: 2559.774414
	Iteration 0F: 2 clusters Score -4128008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4107184.500000 Penalty: 5119.548828
	Iteration 0F: 3 clusters Score -4107184 nChanged 13743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -4114538.250000 Penalty: 5119.548828
	Iteration 1F: 3 clusters Score -4114538 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -4114997.750000 Penalty: 5119.548828
	Iteration 2Q: 3 clusters Score -4114998 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4115383.000000 Penalty: 5119.548828
	Iteration 3Q: 3 clusters Score -4115383 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -4115757.750000 Penalty: 5119.548828
	Iteration 4Q: 3 clusters Score -4115758 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -4116134.750000 Penalty: 5119.548828
	Iteration 5Q: 3 clusters Score -4116135 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4116575.500000 Penalty: 5119.548828
	Iteration 6Q: 3 clusters Score -4116576 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4117137.000000 Penalty: 5119.548828
	Iteration 7Q: 3 clusters Score -4117137 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -4117821.250000 Penalty: 5119.548828
	Iteration 8Q: 3 clusters Score -4117821 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4118731.250000 Penalty: 5119.548828
	Iteration 9Q: 3 clusters Score -4118731 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -4119852.750000 Penalty: 5119.548828
	Iteration 10F: 3 clusters Score -4119853 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4121157.250000 Penalty: 5119.548828
	Iteration 11F: 3 clusters Score -4121157 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -4122437.000000 Penalty: 5119.548828
	Iteration 12F: 3 clusters Score -4122437 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4123439.000000 Penalty: 5119.548828
	Iteration 13Q: 3 clusters Score -4123439 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4124254.000000 Penalty: 5119.548828
	Iteration 14Q: 3 clusters Score -4124254 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4124810.250000 Penalty: 5119.548828
	Iteration 15Q: 3 clusters Score -4124810 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4125144.750000 Penalty: 5119.548828
	Iteration 16Q: 3 clusters Score -4125145 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4125357.250000 Penalty: 5119.548828
	Iteration 17Q: 3 clusters Score -4125357 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4125504.250000 Penalty: 5119.548828
	Iteration 18Q: 3 clusters Score -4125504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4125603.250000 Penalty: 5119.548828
	Iteration 19Q: 3 clusters Score -4125603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4125652.250000 Penalty: 5119.548828
	Iteration 20F: 3 clusters Score -4125652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4125697.000000 Penalty: 5119.548828
	Iteration 21Q: 3 clusters Score -4125697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4125723.500000 Penalty: 5119.548828
	Iteration 22Q: 3 clusters Score -4125724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4125738.750000 Penalty: 5119.548828
	Iteration 23Q: 3 clusters Score -4125739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4125756.000000 Penalty: 5119.548828
	Iteration 24Q: 3 clusters Score -4125756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4125767.500000 Penalty: 5119.548828
	Iteration 25Q: 3 clusters Score -4125768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4125768.500000 Penalty: 5119.548828
	Iteration 26Q: 3 clusters Score -4125768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4125774.750000 Penalty: 5119.548828
	Iteration 27Q: 3 clusters Score -4125775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4125783.750000 Penalty: 5119.548828
	Iteration 28Q: 3 clusters Score -4125784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4125791.750000 Penalty: 5119.548828
	Iteration 29Q: 3 clusters Score -4125792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4125799.000000 Penalty: 5119.548828
	Iteration 30Q: 3 clusters Score -4125799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4125798.750000 Penalty: 5119.548828
	Iteration 31Q: 3 clusters Score -4125799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4125798.750000 Penalty: 5119.548828
	Iteration 32F: 3 clusters Score -4125799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (178180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178180 members 
Entering Unmasked Estep 
Score: -23842032.000000 Penalty: 2998.456299
	Iteration 0F: 2 clusters Score -2.384203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -23726854.000000 Penalty: 5996.912598
	Iteration 0F: 3 clusters Score -2.372685e+07 nChanged 85251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85921 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -23775950.000000 Penalty: 5996.912598
	Iteration 1F: 3 clusters Score -2.377595e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
Score: -23777058.000000 Penalty: 5996.912598
	Iteration 2Q: 3 clusters Score -2.377706e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -23778828.000000 Penalty: 5996.912598
	Iteration 3Q: 3 clusters Score -2.377883e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -23781082.000000 Penalty: 5996.912598
	Iteration 4Q: 3 clusters Score -2.378108e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 104915 members 
Entering Unmasked Estep 
Score: -23784308.000000 Penalty: 5996.912598
	Iteration 5Q: 3 clusters Score -2.378431e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 111765 members 
Entering Unmasked Estep 
Score: -23789714.000000 Penalty: 5996.912598
	Iteration 6Q: 3 clusters Score -2.378971e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 120497 members 
Entering Unmasked Estep 
Score: -23797738.000000 Penalty: 5996.912598
	Iteration 7F: 3 clusters Score -2.379774e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 130169 members 
Entering Unmasked Estep 
Score: -23807848.000000 Penalty: 5996.912598
	Iteration 8F: 3 clusters Score -2.380785e+07 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 138802 members 
Entering Unmasked Estep 
Score: -23817098.000000 Penalty: 5996.912598
	Iteration 9F: 3 clusters Score -2.38171e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 145550 members 
Entering Unmasked Estep 
Score: -23823802.000000 Penalty: 5996.912598
	Iteration 10F: 3 clusters Score -2.38238e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 150752 members 
Entering Unmasked Estep 
Score: -23828046.000000 Penalty: 5996.912598
	Iteration 11Q: 3 clusters Score -2.382805e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 155030 members 
Entering Unmasked Estep 
Score: -23830844.000000 Penalty: 5996.912598
	Iteration 12Q: 3 clusters Score -2.383084e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 158799 members 
Entering Unmasked Estep 
Score: -23832736.000000 Penalty: 5996.912598
	Iteration 13Q: 3 clusters Score -2.383274e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 162175 members 
Entering Unmasked Estep 
Score: -23834086.000000 Penalty: 5996.912598
	Iteration 14Q: 3 clusters Score -2.383409e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 165044 members 
Entering Unmasked Estep 
Score: -23835230.000000 Penalty: 5996.912598
	Iteration 15Q: 3 clusters Score -2.383523e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 167470 members 
Entering Unmasked Estep 
Score: -23836208.000000 Penalty: 5996.912598
	Iteration 16Q: 3 clusters Score -2.383621e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 169501 members 
Entering Unmasked Estep 
Score: -23837046.000000 Penalty: 5996.912598
	Iteration 17Q: 3 clusters Score -2.383705e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 171110 members 
Entering Unmasked Estep 
Score: -23837704.000000 Penalty: 5996.912598
	Iteration 18Q: 3 clusters Score -2.38377e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 172402 members 
Entering Unmasked Estep 
Score: -23838148.000000 Penalty: 5996.912598
	Iteration 19Q: 3 clusters Score -2.383815e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 173389 members 
Entering Unmasked Estep 
Score: -23838596.000000 Penalty: 5996.912598
	Iteration 20F: 3 clusters Score -2.38386e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 174154 members 
Entering Unmasked Estep 
Score: -23838808.000000 Penalty: 5996.912598
	Iteration 21Q: 3 clusters Score -2.383881e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 174735 members 
Entering Unmasked Estep 
Score: -23839012.000000 Penalty: 5996.912598
	Iteration 22Q: 3 clusters Score -2.383901e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 175175 members 
Entering Unmasked Estep 
Score: -23839228.000000 Penalty: 5996.912598
	Iteration 23Q: 3 clusters Score -2.383923e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 175531 members 
Entering Unmasked Estep 
Score: -23839370.000000 Penalty: 5996.912598
	Iteration 24Q: 3 clusters Score -2.383937e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 175803 members 
Entering Unmasked Estep 
Score: -23839396.000000 Penalty: 5996.912598
	Iteration 25Q: 3 clusters Score -2.38394e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 176014 members 
Entering Unmasked Estep 
Score: -23839482.000000 Penalty: 5996.912598
	Iteration 26Q: 3 clusters Score -2.383948e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 176165 members 
Entering Unmasked Estep 
Score: -23839510.000000 Penalty: 5996.912598
	Iteration 27Q: 3 clusters Score -2.383951e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 176291 members 
Entering Unmasked Estep 
Score: -23839520.000000 Penalty: 5996.912598
	Iteration 28Q: 3 clusters Score -2.383952e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 176392 members 
Entering Unmasked Estep 
Score: -23839550.000000 Penalty: 5996.912598
	Iteration 29Q: 3 clusters Score -2.383955e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 176470 members 
Entering Unmasked Estep 
Score: -23839546.000000 Penalty: 5996.912598
	Iteration 30Q: 3 clusters Score -2.383955e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 176542 members 
Entering Unmasked Estep 
Score: -23839574.000000 Penalty: 5996.912598
	Iteration 31Q: 3 clusters Score -2.383957e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 176610 members 
Entering Unmasked Estep 
Score: -23839566.000000 Penalty: 5996.912598
	Iteration 32Q: 3 clusters Score -2.383957e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -23839580.000000 Penalty: 5996.912598
	Iteration 33Q: 3 clusters Score -2.383958e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 176700 members 
Entering Unmasked Estep 
Score: -23839592.000000 Penalty: 5996.912598
	Iteration 34Q: 3 clusters Score -2.383959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 176734 members 
Entering Unmasked Estep 
Score: -23839604.000000 Penalty: 5996.912598
	Iteration 35Q: 3 clusters Score -2.38396e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 176766 members 
Entering Unmasked Estep 
Score: -23839630.000000 Penalty: 5996.912598
	Iteration 36Q: 3 clusters Score -2.383963e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 176790 members 
Entering Unmasked Estep 
Score: -23839648.000000 Penalty: 5996.912598
	Iteration 37Q: 3 clusters Score -2.383965e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 176811 members 
Entering Unmasked Estep 
Score: -23839626.000000 Penalty: 5996.912598
	Iteration 38Q: 3 clusters Score -2.383963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 176828 members 
Entering Unmasked Estep 
Score: -23839630.000000 Penalty: 5996.912598
	Iteration 39Q: 3 clusters Score -2.383963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 176838 members 
Entering Unmasked Estep 
Score: -23839652.000000 Penalty: 5996.912598
	Iteration 40F: 3 clusters Score -2.383965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 176843 members 
Entering Unmasked Estep 
Score: -23839654.000000 Penalty: 5996.912598
	Iteration 41Q: 3 clusters Score -2.383965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 176852 members 
Entering Unmasked Estep 
Score: -23839670.000000 Penalty: 5996.912598
	Iteration 42Q: 3 clusters Score -2.383967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 176863 members 
Entering Unmasked Estep 
Score: -23839668.000000 Penalty: 5996.912598
	Iteration 43Q: 3 clusters Score -2.383967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 176875 members 
Entering Unmasked Estep 
Score: -23839688.000000 Penalty: 5996.912598
	Iteration 44Q: 3 clusters Score -2.383969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 176889 members 
Entering Unmasked Estep 
Score: -23839686.000000 Penalty: 5996.912598
	Iteration 45Q: 3 clusters Score -2.383969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 176900 members 
Entering Unmasked Estep 
Score: -23839688.000000 Penalty: 5996.912598
	Iteration 46Q: 3 clusters Score -2.383969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 176907 members 
Entering Unmasked Estep 
Score: -23839678.000000 Penalty: 5996.912598
	Iteration 47Q: 3 clusters Score -2.383968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 176914 members 
Entering Unmasked Estep 
Score: -23839678.000000 Penalty: 5996.912598
	Iteration 48Q: 3 clusters Score -2.383968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 176921 members 
Entering Unmasked Estep 
Score: -23839676.000000 Penalty: 5996.912598
	Iteration 49Q: 3 clusters Score -2.383968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 176930 members 
Entering Unmasked Estep 
Score: -23839680.000000 Penalty: 5996.912598
	Iteration 50Q: 3 clusters Score -2.383968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 176937 members 
Entering Unmasked Estep 
Score: -23839654.000000 Penalty: 5996.912598
	Iteration 51Q: 3 clusters Score -2.383965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 176940 members 
Entering Unmasked Estep 
Score: -23839654.000000 Penalty: 5996.912598
	Iteration 52Q: 3 clusters Score -2.383965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 176949 members 
Entering Unmasked Estep 
Score: -23839650.000000 Penalty: 5996.912598
	Iteration 53Q: 3 clusters Score -2.383965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 176954 members 
Entering Unmasked Estep 
Score: -23839656.000000 Penalty: 5996.912598
	Iteration 54Q: 3 clusters Score -2.383966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 176957 members 
Entering Unmasked Estep 
Score: -23839666.000000 Penalty: 5996.912598
	Iteration 55Q: 3 clusters Score -2.383967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 176963 members 
Entering Unmasked Estep 
Score: -23839658.000000 Penalty: 5996.912598
	Iteration 56Q: 3 clusters Score -2.383966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 176967 members 
Entering Unmasked Estep 
Score: -23839658.000000 Penalty: 5996.912598
	Iteration 57Q: 3 clusters Score -2.383966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 176979 members 
Entering Unmasked Estep 
Score: -23839678.000000 Penalty: 5996.912598
	Iteration 58Q: 3 clusters Score -2.383968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 176981 members 
Entering Unmasked Estep 
Score: -23839680.000000 Penalty: 5996.912598
	Iteration 59Q: 3 clusters Score -2.383968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 176988 members 
Entering Unmasked Estep 
Score: -23839688.000000 Penalty: 5996.912598
	Iteration 60F: 3 clusters Score -2.383969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 176995 members 
Entering Unmasked Estep 
Score: -23839700.000000 Penalty: 5996.912598
	Iteration 61Q: 3 clusters Score -2.38397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 176999 members 
Entering Unmasked Estep 
Score: -23839706.000000 Penalty: 5996.912598
	Iteration 62Q: 3 clusters Score -2.383971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 177001 members 
Entering Unmasked Estep 
Score: -23839700.000000 Penalty: 5996.912598
	Iteration 63Q: 3 clusters Score -2.38397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 177001 members 
Entering Unmasked Estep 
Score: -23839700.000000 Penalty: 5996.912598
	Iteration 64F: 3 clusters Score -2.38397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Entering Unmasked Estep 
Score: -8109691.000000 Penalty: 2727.522705
	Iteration 0F: 2 clusters Score -8109691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -8069543.000000 Penalty: 5455.045410
	Iteration 0F: 3 clusters Score -8069543 nChanged 27903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -8084710.000000 Penalty: 5455.045410
	Iteration 1F: 3 clusters Score -8084710 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -8085259.000000 Penalty: 5455.045410
	Iteration 2Q: 3 clusters Score -8085259 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -8085799.500000 Penalty: 5455.045410
	Iteration 3Q: 3 clusters Score -8085800 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -8086401.000000 Penalty: 5455.045410
	Iteration 4Q: 3 clusters Score -8086401 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -8087038.000000 Penalty: 5455.045410
	Iteration 5Q: 3 clusters Score -8087038 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -8088009.500000 Penalty: 5455.045410
	Iteration 6Q: 3 clusters Score -8088010 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -8089693.500000 Penalty: 5455.045410
	Iteration 7F: 3 clusters Score -8089694 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -8092225.500000 Penalty: 5455.045410
	Iteration 8F: 3 clusters Score -8092226 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8095662.000000 Penalty: 5455.045410
	Iteration 9F: 3 clusters Score -8095662 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8099592.000000 Penalty: 5455.045410
	Iteration 10F: 3 clusters Score -8099592 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -8102733.500000 Penalty: 5455.045410
	Iteration 11F: 3 clusters Score -8102734 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -8104222.500000 Penalty: 5455.045410
	Iteration 12Q: 3 clusters Score -8104222 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -8104879.500000 Penalty: 5455.045410
	Iteration 13Q: 3 clusters Score -8104880 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -8105249.000000 Penalty: 5455.045410
	Iteration 14Q: 3 clusters Score -8105249 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -8105498.500000 Penalty: 5455.045410
	Iteration 15Q: 3 clusters Score -8105498 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -8105699.000000 Penalty: 5455.045410
	Iteration 16Q: 3 clusters Score -8105699 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -8105864.500000 Penalty: 5455.045410
	Iteration 17Q: 3 clusters Score -8105864 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -8105968.000000 Penalty: 5455.045410
	Iteration 18Q: 3 clusters Score -8105968 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -8106070.500000 Penalty: 5455.045410
	Iteration 19Q: 3 clusters Score -8106070 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -8106156.000000 Penalty: 5455.045410
	Iteration 20F: 3 clusters Score -8106156 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -8106205.000000 Penalty: 5455.045410
	Iteration 21Q: 3 clusters Score -8106205 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -8106300.500000 Penalty: 5455.045410
	Iteration 22Q: 3 clusters Score -8106300 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -8106355.500000 Penalty: 5455.045410
	Iteration 23Q: 3 clusters Score -8106356 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -8106440.500000 Penalty: 5455.045410
	Iteration 24Q: 3 clusters Score -8106440 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -8106477.500000 Penalty: 5455.045410
	Iteration 25Q: 3 clusters Score -8106478 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -8106535.000000 Penalty: 5455.045410
	Iteration 26Q: 3 clusters Score -8106535 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -8106577.000000 Penalty: 5455.045410
	Iteration 27Q: 3 clusters Score -8106577 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -8106639.000000 Penalty: 5455.045410
	Iteration 28Q: 3 clusters Score -8106639 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -8106686.500000 Penalty: 5455.045410
	Iteration 29Q: 3 clusters Score -8106686 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -8106729.500000 Penalty: 5455.045410
	Iteration 30Q: 3 clusters Score -8106730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -8106770.000000 Penalty: 5455.045410
	Iteration 31Q: 3 clusters Score -8106770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -8106815.000000 Penalty: 5455.045410
	Iteration 32Q: 3 clusters Score -8106815 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -8106847.000000 Penalty: 5455.045410
	Iteration 33Q: 3 clusters Score -8106847 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -8106861.500000 Penalty: 5455.045410
	Iteration 34Q: 3 clusters Score -8106862 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -8106877.500000 Penalty: 5455.045410
	Iteration 35Q: 3 clusters Score -8106878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -8106909.000000 Penalty: 5455.045410
	Iteration 36Q: 3 clusters Score -8106909 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -8106926.000000 Penalty: 5455.045410
	Iteration 37Q: 3 clusters Score -8106926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -8106943.500000 Penalty: 5455.045410
	Iteration 38Q: 3 clusters Score -8106944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -8106938.000000 Penalty: 5455.045410
	Iteration 39Q: 3 clusters Score -8106938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -8106957.500000 Penalty: 5455.045410
	Iteration 40F: 3 clusters Score -8106958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -8106989.000000 Penalty: 5455.045410
	Iteration 41Q: 3 clusters Score -8106989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -8106989.000000 Penalty: 5455.045410
	Iteration 42Q: 3 clusters Score -8106989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -8107003.500000 Penalty: 5455.045410
	Iteration 43Q: 3 clusters Score -8107004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -8107004.500000 Penalty: 5455.045410
	Iteration 44Q: 3 clusters Score -8107004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -8107012.500000 Penalty: 5455.045410
	Iteration 45Q: 3 clusters Score -8107012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -8107014.500000 Penalty: 5455.045410
	Iteration 46Q: 3 clusters Score -8107014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -8107024.000000 Penalty: 5455.045410
	Iteration 47Q: 3 clusters Score -8107024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -8107022.000000 Penalty: 5455.045410
	Iteration 48Q: 3 clusters Score -8107022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -8107046.500000 Penalty: 5455.045410
	Iteration 49Q: 3 clusters Score -8107046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -8107048.500000 Penalty: 5455.045410
	Iteration 50Q: 3 clusters Score -8107048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -8107057.000000 Penalty: 5455.045410
	Iteration 51Q: 3 clusters Score -8107057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -8107055.000000 Penalty: 5455.045410
	Iteration 52Q: 3 clusters Score -8107055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -8107058.500000 Penalty: 5455.045410
	Iteration 53Q: 3 clusters Score -8107058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -8107060.500000 Penalty: 5455.045410
	Iteration 54Q: 3 clusters Score -8107060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -8107060.500000 Penalty: 5455.045410
	Iteration 55Q: 3 clusters Score -8107060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -8107051.000000 Penalty: 5455.045410
	Iteration 56Q: 3 clusters Score -8107051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -8107043.000000 Penalty: 5455.045410
	Iteration 57Q: 3 clusters Score -8107043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -8107050.500000 Penalty: 5455.045410
	Iteration 58Q: 3 clusters Score -8107050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -8107059.500000 Penalty: 5455.045410
	Iteration 59Q: 3 clusters Score -8107060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -8107066.500000 Penalty: 5455.045410
	Iteration 60F: 3 clusters Score -8107066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -8107061.500000 Penalty: 5455.045410
	Iteration 61Q: 3 clusters Score -8107062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -8107069.500000 Penalty: 5455.045410
	Iteration 62Q: 3 clusters Score -8107070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -8107065.000000 Penalty: 5455.045410
	Iteration 63Q: 3 clusters Score -8107065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -8107071.000000 Penalty: 5455.045410
	Iteration 64Q: 3 clusters Score -8107071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -8107068.500000 Penalty: 5455.045410
	Iteration 65Q: 3 clusters Score -8107068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -8107062.500000 Penalty: 5455.045410
	Iteration 66Q: 3 clusters Score -8107062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -8107068.000000 Penalty: 5455.045410
	Iteration 67Q: 3 clusters Score -8107068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -8107072.000000 Penalty: 5455.045410
	Iteration 68Q: 3 clusters Score -8107072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -8107074.500000 Penalty: 5455.045410
	Iteration 69Q: 3 clusters Score -8107074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -8107075.500000 Penalty: 5455.045410
	Iteration 70Q: 3 clusters Score -8107076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -8107075.500000 Penalty: 5455.045410
	Iteration 71Q: 3 clusters Score -8107076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -8107082.500000 Penalty: 5455.045410
	Iteration 72Q: 3 clusters Score -8107082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -8107084.000000 Penalty: 5455.045410
	Iteration 73Q: 3 clusters Score -8107084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -8107079.500000 Penalty: 5455.045410
	Iteration 74Q: 3 clusters Score -8107080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -8107085.500000 Penalty: 5455.045410
	Iteration 75Q: 3 clusters Score -8107086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -8107099.000000 Penalty: 5455.045410
	Iteration 76Q: 3 clusters Score -8107099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -8107100.000000 Penalty: 5455.045410
	Iteration 77Q: 3 clusters Score -8107100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -8107099.500000 Penalty: 5455.045410
	Iteration 78Q: 3 clusters Score -8107100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -8107098.000000 Penalty: 5455.045410
	Iteration 79Q: 3 clusters Score -8107098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -8107108.500000 Penalty: 5455.045410
	Iteration 80F: 3 clusters Score -8107108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -8107119.000000 Penalty: 5455.045410
	Iteration 81Q: 3 clusters Score -8107119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -8107116.500000 Penalty: 5455.045410
	Iteration 82Q: 3 clusters Score -8107116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -8107121.000000 Penalty: 5455.045410
	Iteration 83Q: 3 clusters Score -8107121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -8107114.500000 Penalty: 5455.045410
	Iteration 84Q: 3 clusters Score -8107114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -8107123.500000 Penalty: 5455.045410
	Iteration 85Q: 3 clusters Score -8107124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -8107124.000000 Penalty: 5455.045410
	Iteration 86Q: 3 clusters Score -8107124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -8107133.000000 Penalty: 5455.045410
	Iteration 87Q: 3 clusters Score -8107133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -8107137.500000 Penalty: 5455.045410
	Iteration 88Q: 3 clusters Score -8107138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -8107133.500000 Penalty: 5455.045410
	Iteration 89Q: 3 clusters Score -8107134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -8107126.000000 Penalty: 5455.045410
	Iteration 90Q: 3 clusters Score -8107126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -8107132.500000 Penalty: 5455.045410
	Iteration 91Q: 3 clusters Score -8107132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -8107143.000000 Penalty: 5455.045410
	Iteration 92Q: 3 clusters Score -8107143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -8107150.000000 Penalty: 5455.045410
	Iteration 93Q: 3 clusters Score -8107150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -8107149.000000 Penalty: 5455.045410
	Iteration 94Q: 3 clusters Score -8107149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -8107154.000000 Penalty: 5455.045410
	Iteration 95Q: 3 clusters Score -8107154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -8107159.500000 Penalty: 5455.045410
	Iteration 96Q: 3 clusters Score -8107160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -8107168.500000 Penalty: 5455.045410
	Iteration 97Q: 3 clusters Score -8107168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -8107166.500000 Penalty: 5455.045410
	Iteration 98Q: 3 clusters Score -8107166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -8107162.500000 Penalty: 5455.045410
	Iteration 99Q: 3 clusters Score -8107162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -8107156.500000 Penalty: 5455.045410
	Iteration 100F: 3 clusters Score -8107156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -8107155.500000 Penalty: 5455.045410
	Iteration 101Q: 3 clusters Score -8107156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -8107153.500000 Penalty: 5455.045410
	Iteration 102Q: 3 clusters Score -8107154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -8107154.500000 Penalty: 5455.045410
	Iteration 103Q: 3 clusters Score -8107154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -8107151.000000 Penalty: 5455.045410
	Iteration 104Q: 3 clusters Score -8107151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -8107154.500000 Penalty: 5455.045410
	Iteration 105Q: 3 clusters Score -8107154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -8107154.000000 Penalty: 5455.045410
	Iteration 106Q: 3 clusters Score -8107154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -8107160.000000 Penalty: 5455.045410
	Iteration 107Q: 3 clusters Score -8107160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -8107157.500000 Penalty: 5455.045410
	Iteration 108Q: 3 clusters Score -8107158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -8107157.500000 Penalty: 5455.045410
	Iteration 109Q: 3 clusters Score -8107158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -8107153.500000 Penalty: 5455.045410
	Iteration 110Q: 3 clusters Score -8107154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -8107151.500000 Penalty: 5455.045410
	Iteration 111Q: 3 clusters Score -8107152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -8107149.000000 Penalty: 5455.045410
	Iteration 112Q: 3 clusters Score -8107149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -8107153.000000 Penalty: 5455.045410
	Iteration 113Q: 3 clusters Score -8107153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -8107155.500000 Penalty: 5455.045410
	Iteration 114Q: 3 clusters Score -8107156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -8107152.500000 Penalty: 5455.045410
	Iteration 115Q: 3 clusters Score -8107152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -8107156.000000 Penalty: 5455.045410
	Iteration 116Q: 3 clusters Score -8107156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -8107158.500000 Penalty: 5455.045410
	Iteration 117Q: 3 clusters Score -8107158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -8107158.500000 Penalty: 5455.045410
	Iteration 118F: 3 clusters Score -8107158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -34706.035156 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -34706.04 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 174 members 
Entering Unmasked Estep 
Score: -33432.253906 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -33432.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33809.812500 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -33809.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34035.515625 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -34035.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34142.062500 Penalty: 2868.777344
	Iteration 3F: 3 clusters Score -34142.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34185.652344 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -34185.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34212.281250 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -34212.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34234.976562 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -34234.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34247.738281 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -34247.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34261.949219 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -34261.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34272.484375 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -34272.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34281.886719 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -34281.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34293.996094 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -34294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34306.722656 Penalty: 2868.777344
	Iteration 12Q: 3 clusters Score -34306.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34306.722656 Penalty: 2868.777344
	Iteration 13F: 3 clusters Score -34306.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176589 members 
Entering Unmasked Estep 
Score: -23822900.000000 Penalty: 2996.231934
	Iteration 0F: 2 clusters Score -2.38229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88153 members 
Mstep: Class 2 contains 88436 members 
Entering Unmasked Estep 
Score: -23710180.000000 Penalty: 5992.463867
	Iteration 0F: 3 clusters Score -2.371018e+07 nChanged 84663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85988 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -23759510.000000 Penalty: 5992.463867
	Iteration 1F: 3 clusters Score -2.375951e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 91991 members 
Entering Unmasked Estep 
Score: -23760138.000000 Penalty: 5992.463867
	Iteration 2Q: 3 clusters Score -2.376014e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 94100 members 
Entering Unmasked Estep 
Score: -23761198.000000 Penalty: 5992.463867
	Iteration 3Q: 3 clusters Score -2.37612e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -23762616.000000 Penalty: 5992.463867
	Iteration 4Q: 3 clusters Score -2.376262e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 101867 members 
Entering Unmasked Estep 
Score: -23764664.000000 Penalty: 5992.463867
	Iteration 5Q: 3 clusters Score -2.376466e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -23768192.000000 Penalty: 5992.463867
	Iteration 6Q: 3 clusters Score -2.376819e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 118119 members 
Entering Unmasked Estep 
Score: -23773978.000000 Penalty: 5992.463867
	Iteration 7F: 3 clusters Score -2.377398e+07 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 130585 members 
Entering Unmasked Estep 
Score: -23783408.000000 Penalty: 5992.463867
	Iteration 8F: 3 clusters Score -2.378341e+07 nChanged 14669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 145222 members 
Entering Unmasked Estep 
Score: -23796242.000000 Penalty: 5992.463867
	Iteration 9F: 3 clusters Score -2.379624e+07 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 159148 members 
Entering Unmasked Estep 
Score: -23808806.000000 Penalty: 5992.463867
	Iteration 10F: 3 clusters Score -2.380881e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 168713 members 
Entering Unmasked Estep 
Score: -23815744.000000 Penalty: 5992.463867
	Iteration 11F: 3 clusters Score -2.381574e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 173316 members 
Entering Unmasked Estep 
Score: -23818470.000000 Penalty: 5992.463867
	Iteration 12Q: 3 clusters Score -2.381847e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 175099 members 
Entering Unmasked Estep 
Score: -23819520.000000 Penalty: 5992.463867
	Iteration 13Q: 3 clusters Score -2.381952e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 175700 members 
Entering Unmasked Estep 
Score: -23820000.000000 Penalty: 5992.463867
	Iteration 14Q: 3 clusters Score -2.382e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 175923 members 
Entering Unmasked Estep 
Score: -23820144.000000 Penalty: 5992.463867
	Iteration 15Q: 3 clusters Score -2.382014e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 176013 members 
Entering Unmasked Estep 
Score: -23820262.000000 Penalty: 5992.463867
	Iteration 16Q: 3 clusters Score -2.382026e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 176056 members 
Entering Unmasked Estep 
Score: -23820280.000000 Penalty: 5992.463867
	Iteration 17Q: 3 clusters Score -2.382028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 176082 members 
Entering Unmasked Estep 
Score: -23820330.000000 Penalty: 5992.463867
	Iteration 18Q: 3 clusters Score -2.382033e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 176092 members 
Entering Unmasked Estep 
Score: -23820322.000000 Penalty: 5992.463867
	Iteration 19Q: 3 clusters Score -2.382032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 176098 members 
Entering Unmasked Estep 
Score: -23820362.000000 Penalty: 5992.463867
	Iteration 20F: 3 clusters Score -2.382036e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 176109 members 
Entering Unmasked Estep 
Score: -23820348.000000 Penalty: 5992.463867
	Iteration 21Q: 3 clusters Score -2.382035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 176111 members 
Entering Unmasked Estep 
Score: -23820356.000000 Penalty: 5992.463867
	Iteration 22Q: 3 clusters Score -2.382036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 176111 members 
Entering Unmasked Estep 
Score: -23820392.000000 Penalty: 5992.463867
	Iteration 23Q: 3 clusters Score -2.382039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 176116 members 
Entering Unmasked Estep 
Score: -23820412.000000 Penalty: 5992.463867
	Iteration 24Q: 3 clusters Score -2.382041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 176124 members 
Entering Unmasked Estep 
Score: -23820430.000000 Penalty: 5992.463867
	Iteration 25Q: 3 clusters Score -2.382043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 176130 members 
Entering Unmasked Estep 
Score: -23820450.000000 Penalty: 5992.463867
	Iteration 26Q: 3 clusters Score -2.382045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -23820460.000000 Penalty: 5992.463867
	Iteration 27Q: 3 clusters Score -2.382046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 176135 members 
Entering Unmasked Estep 
Score: -23820474.000000 Penalty: 5992.463867
	Iteration 28Q: 3 clusters Score -2.382047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 176134 members 
Entering Unmasked Estep 
Score: -23820478.000000 Penalty: 5992.463867
	Iteration 29Q: 3 clusters Score -2.382048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 176136 members 
Entering Unmasked Estep 
Score: -23820458.000000 Penalty: 5992.463867
	Iteration 30Q: 3 clusters Score -2.382046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -23820456.000000 Penalty: 5992.463867
	Iteration 31Q: 3 clusters Score -2.382046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -23820458.000000 Penalty: 5992.463867
	Iteration 32Q: 3 clusters Score -2.382046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 176137 members 
Entering Unmasked Estep 
Score: -23820464.000000 Penalty: 5992.463867
	Iteration 33Q: 3 clusters Score -2.382046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 176137 members 
Entering Unmasked Estep 
Score: -23820468.000000 Penalty: 5992.463867
	Iteration 34Q: 3 clusters Score -2.382047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 176136 members 
Entering Unmasked Estep 
Score: -23820492.000000 Penalty: 5992.463867
	Iteration 35Q: 3 clusters Score -2.382049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 176137 members 
Entering Unmasked Estep 
Score: -23820490.000000 Penalty: 5992.463867
	Iteration 36Q: 3 clusters Score -2.382049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 176136 members 
Entering Unmasked Estep 
Score: -23820488.000000 Penalty: 5992.463867
	Iteration 37Q: 3 clusters Score -2.382049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 176133 members 
Entering Unmasked Estep 
Score: -23820502.000000 Penalty: 5992.463867
	Iteration 38Q: 3 clusters Score -2.38205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 176133 members 
Entering Unmasked Estep 
Score: -23820506.000000 Penalty: 5992.463867
	Iteration 39Q: 3 clusters Score -2.382051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 176129 members 
Entering Unmasked Estep 
Score: -23820520.000000 Penalty: 5992.463867
	Iteration 40F: 3 clusters Score -2.382052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 176130 members 
Entering Unmasked Estep 
Score: -23820524.000000 Penalty: 5992.463867
	Iteration 41Q: 3 clusters Score -2.382052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 176132 members 
Entering Unmasked Estep 
Score: -23820522.000000 Penalty: 5992.463867
	Iteration 42Q: 3 clusters Score -2.382052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 176135 members 
Entering Unmasked Estep 
Score: -23820504.000000 Penalty: 5992.463867
	Iteration 43Q: 3 clusters Score -2.38205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 176135 members 
Entering Unmasked Estep 
Score: -23820518.000000 Penalty: 5992.463867
	Iteration 44Q: 3 clusters Score -2.382052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 176135 members 
Entering Unmasked Estep 
Score: -23820516.000000 Penalty: 5992.463867
	Iteration 45Q: 3 clusters Score -2.382052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 176136 members 
Entering Unmasked Estep 
Score: -23820514.000000 Penalty: 5992.463867
	Iteration 46Q: 3 clusters Score -2.382051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 176136 members 
Entering Unmasked Estep 
Score: -23820510.000000 Penalty: 5992.463867
	Iteration 47Q: 3 clusters Score -2.382051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 176137 members 
Entering Unmasked Estep 
Score: -23820522.000000 Penalty: 5992.463867
	Iteration 48Q: 3 clusters Score -2.382052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 176135 members 
Entering Unmasked Estep 
Score: -23820518.000000 Penalty: 5992.463867
	Iteration 49Q: 3 clusters Score -2.382052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -23820530.000000 Penalty: 5992.463867
	Iteration 50Q: 3 clusters Score -2.382053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 176136 members 
Entering Unmasked Estep 
Score: -23820530.000000 Penalty: 5992.463867
	Iteration 51Q: 3 clusters Score -2.382053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 176136 members 
Entering Unmasked Estep 
Score: -23820530.000000 Penalty: 5992.463867
	Iteration 52F: 3 clusters Score -2.382053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159451 members 
Entering Unmasked Estep 
Score: -21410448.000000 Penalty: 2970.914062
	Iteration 0F: 2 clusters Score -2.141045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -21304298.000000 Penalty: 5941.828125
	Iteration 0F: 3 clusters Score -2.13043e+07 nChanged 76412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -21349014.000000 Penalty: 5941.828125
	Iteration 1F: 3 clusters Score -2.134901e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -21350920.000000 Penalty: 5941.828125
	Iteration 2Q: 3 clusters Score -2.135092e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 97805 members 
Entering Unmasked Estep 
Score: -21354328.000000 Penalty: 5941.828125
	Iteration 3Q: 3 clusters Score -2.135433e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -21360698.000000 Penalty: 5941.828125
	Iteration 4F: 3 clusters Score -2.13607e+07 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 120690 members 
Entering Unmasked Estep 
Score: -21371614.000000 Penalty: 5941.828125
	Iteration 5F: 3 clusters Score -2.137161e+07 nChanged 14639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 134997 members 
Entering Unmasked Estep 
Score: -21385638.000000 Penalty: 5941.828125
	Iteration 6F: 3 clusters Score -2.138564e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 146560 members 
Entering Unmasked Estep 
Score: -21397600.000000 Penalty: 5941.828125
	Iteration 7F: 3 clusters Score -2.13976e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 152975 members 
Entering Unmasked Estep 
Score: -21403640.000000 Penalty: 5941.828125
	Iteration 8Q: 3 clusters Score -2.140364e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 155864 members 
Entering Unmasked Estep 
Score: -21406190.000000 Penalty: 5941.828125
	Iteration 9Q: 3 clusters Score -2.140619e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 157078 members 
Entering Unmasked Estep 
Score: -21407132.000000 Penalty: 5941.828125
	Iteration 10Q: 3 clusters Score -2.140713e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 157621 members 
Entering Unmasked Estep 
Score: -21407606.000000 Penalty: 5941.828125
	Iteration 11Q: 3 clusters Score -2.140761e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 157887 members 
Entering Unmasked Estep 
Score: -21407832.000000 Penalty: 5941.828125
	Iteration 12Q: 3 clusters Score -2.140783e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 158046 members 
Entering Unmasked Estep 
Score: -21407964.000000 Penalty: 5941.828125
	Iteration 13Q: 3 clusters Score -2.140796e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 158171 members 
Entering Unmasked Estep 
Score: -21408044.000000 Penalty: 5941.828125
	Iteration 14Q: 3 clusters Score -2.140804e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 158256 members 
Entering Unmasked Estep 
Score: -21408058.000000 Penalty: 5941.828125
	Iteration 15Q: 3 clusters Score -2.140806e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 158307 members 
Entering Unmasked Estep 
Score: -21408096.000000 Penalty: 5941.828125
	Iteration 16Q: 3 clusters Score -2.14081e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 158348 members 
Entering Unmasked Estep 
Score: -21408142.000000 Penalty: 5941.828125
	Iteration 17Q: 3 clusters Score -2.140814e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 158383 members 
Entering Unmasked Estep 
Score: -21408172.000000 Penalty: 5941.828125
	Iteration 18Q: 3 clusters Score -2.140817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 158398 members 
Entering Unmasked Estep 
Score: -21408178.000000 Penalty: 5941.828125
	Iteration 19Q: 3 clusters Score -2.140818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 158420 members 
Entering Unmasked Estep 
Score: -21408196.000000 Penalty: 5941.828125
	Iteration 20F: 3 clusters Score -2.14082e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -21408188.000000 Penalty: 5941.828125
	Iteration 21Q: 3 clusters Score -2.140819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 158443 members 
Entering Unmasked Estep 
Score: -21408180.000000 Penalty: 5941.828125
	Iteration 22Q: 3 clusters Score -2.140818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 158458 members 
Entering Unmasked Estep 
Score: -21408180.000000 Penalty: 5941.828125
	Iteration 23Q: 3 clusters Score -2.140818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 158474 members 
Entering Unmasked Estep 
Score: -21408204.000000 Penalty: 5941.828125
	Iteration 24Q: 3 clusters Score -2.14082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 158483 members 
Entering Unmasked Estep 
Score: -21408206.000000 Penalty: 5941.828125
	Iteration 25Q: 3 clusters Score -2.140821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 158490 members 
Entering Unmasked Estep 
Score: -21408218.000000 Penalty: 5941.828125
	Iteration 26Q: 3 clusters Score -2.140822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 158492 members 
Entering Unmasked Estep 
Score: -21408214.000000 Penalty: 5941.828125
	Iteration 27Q: 3 clusters Score -2.140821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 158494 members 
Entering Unmasked Estep 
Score: -21408232.000000 Penalty: 5941.828125
	Iteration 28Q: 3 clusters Score -2.140823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 158498 members 
Entering Unmasked Estep 
Score: -21408228.000000 Penalty: 5941.828125
	Iteration 29Q: 3 clusters Score -2.140823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 158502 members 
Entering Unmasked Estep 
Score: -21408226.000000 Penalty: 5941.828125
	Iteration 30Q: 3 clusters Score -2.140823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 158507 members 
Entering Unmasked Estep 
Score: -21408220.000000 Penalty: 5941.828125
	Iteration 31Q: 3 clusters Score -2.140822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 158514 members 
Entering Unmasked Estep 
Score: -21408222.000000 Penalty: 5941.828125
	Iteration 32Q: 3 clusters Score -2.140822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 158521 members 
Entering Unmasked Estep 
Score: -21408228.000000 Penalty: 5941.828125
	Iteration 33Q: 3 clusters Score -2.140823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 158529 members 
Entering Unmasked Estep 
Score: -21408258.000000 Penalty: 5941.828125
	Iteration 34Q: 3 clusters Score -2.140826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 158531 members 
Entering Unmasked Estep 
Score: -21408246.000000 Penalty: 5941.828125
	Iteration 35Q: 3 clusters Score -2.140825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -21408244.000000 Penalty: 5941.828125
	Iteration 36Q: 3 clusters Score -2.140824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 158542 members 
Entering Unmasked Estep 
Score: -21408252.000000 Penalty: 5941.828125
	Iteration 37Q: 3 clusters Score -2.140825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 158548 members 
Entering Unmasked Estep 
Score: -21408254.000000 Penalty: 5941.828125
	Iteration 38Q: 3 clusters Score -2.140825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 158551 members 
Entering Unmasked Estep 
Score: -21408256.000000 Penalty: 5941.828125
	Iteration 39Q: 3 clusters Score -2.140826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 158552 members 
Entering Unmasked Estep 
Score: -21408260.000000 Penalty: 5941.828125
	Iteration 40F: 3 clusters Score -2.140826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -165804.375000 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -165804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -163677.437500 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -163677.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -164005.343750 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -164005.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164085.734375 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -164085.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -164137.875000 Penalty: 3543.234375
	Iteration 3Q: 3 clusters Score -164137.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -164173.656250 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -164173.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -164207.265625 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -164207.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -164229.531250 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -164229.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -164237.515625 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -164237.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -164247.734375 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -164247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -164251.468750 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -164251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -164251.796875 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -164251.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -164251.796875 Penalty: 3543.234375
	Iteration 11F: 3 clusters Score -164251.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Entering Unmasked Estep 
Score: -3800442.500000 Penalty: 2539.040039
	Iteration 0F: 2 clusters Score -3800442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3781124.500000 Penalty: 5078.080078
	Iteration 0F: 3 clusters Score -3781124 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3788032.500000 Penalty: 5078.080078
	Iteration 1F: 3 clusters Score -3788032 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3788874.000000 Penalty: 5078.080078
	Iteration 2F: 3 clusters Score -3788874 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3789705.250000 Penalty: 5078.080078
	Iteration 3F: 3 clusters Score -3789705 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3790484.750000 Penalty: 5078.080078
	Iteration 4F: 3 clusters Score -3790485 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3791278.750000 Penalty: 5078.080078
	Iteration 5F: 3 clusters Score -3791279 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3792116.500000 Penalty: 5078.080078
	Iteration 6F: 3 clusters Score -3792116 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3793078.000000 Penalty: 5078.080078
	Iteration 7F: 3 clusters Score -3793078 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3794115.000000 Penalty: 5078.080078
	Iteration 8F: 3 clusters Score -3794115 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3795184.500000 Penalty: 5078.080078
	Iteration 9F: 3 clusters Score -3795184 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3796209.000000 Penalty: 5078.080078
	Iteration 10F: 3 clusters Score -3796209 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3797089.250000 Penalty: 5078.080078
	Iteration 11Q: 3 clusters Score -3797089 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3797831.250000 Penalty: 5078.080078
	Iteration 12Q: 3 clusters Score -3797831 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3798383.750000 Penalty: 5078.080078
	Iteration 13Q: 3 clusters Score -3798384 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3798752.000000 Penalty: 5078.080078
	Iteration 14Q: 3 clusters Score -3798752 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3799060.000000 Penalty: 5078.080078
	Iteration 15Q: 3 clusters Score -3799060 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3799245.000000 Penalty: 5078.080078
	Iteration 16Q: 3 clusters Score -3799245 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3799383.500000 Penalty: 5078.080078
	Iteration 17Q: 3 clusters Score -3799384 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3799493.000000 Penalty: 5078.080078
	Iteration 18Q: 3 clusters Score -3799493 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3799549.750000 Penalty: 5078.080078
	Iteration 19Q: 3 clusters Score -3799550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3799583.500000 Penalty: 5078.080078
	Iteration 20F: 3 clusters Score -3799584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3799619.250000 Penalty: 5078.080078
	Iteration 21Q: 3 clusters Score -3799619 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3799639.750000 Penalty: 5078.080078
	Iteration 22Q: 3 clusters Score -3799640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3799663.500000 Penalty: 5078.080078
	Iteration 23Q: 3 clusters Score -3799664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3799660.500000 Penalty: 5078.080078
	Iteration 24Q: 3 clusters Score -3799660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3799672.000000 Penalty: 5078.080078
	Iteration 25Q: 3 clusters Score -3799672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3799675.750000 Penalty: 5078.080078
	Iteration 26Q: 3 clusters Score -3799676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3799678.250000 Penalty: 5078.080078
	Iteration 27Q: 3 clusters Score -3799678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3799692.500000 Penalty: 5078.080078
	Iteration 28Q: 3 clusters Score -3799692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3799698.500000 Penalty: 5078.080078
	Iteration 29Q: 3 clusters Score -3799698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3799705.750000 Penalty: 5078.080078
	Iteration 30Q: 3 clusters Score -3799706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3799714.000000 Penalty: 5078.080078
	Iteration 31Q: 3 clusters Score -3799714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3799715.750000 Penalty: 5078.080078
	Iteration 32Q: 3 clusters Score -3799716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3799712.500000 Penalty: 5078.080078
	Iteration 33Q: 3 clusters Score -3799712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3799721.250000 Penalty: 5078.080078
	Iteration 34Q: 3 clusters Score -3799721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3799720.250000 Penalty: 5078.080078
	Iteration 35Q: 3 clusters Score -3799720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3799719.000000 Penalty: 5078.080078
	Iteration 36Q: 3 clusters Score -3799719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3799721.250000 Penalty: 5078.080078
	Iteration 37Q: 3 clusters Score -3799721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3799721.000000 Penalty: 5078.080078
	Iteration 38Q: 3 clusters Score -3799721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3799721.250000 Penalty: 5078.080078
	Iteration 39Q: 3 clusters Score -3799721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3799724.500000 Penalty: 5078.080078
	Iteration 40F: 3 clusters Score -3799724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3799726.250000 Penalty: 5078.080078
	Iteration 41Q: 3 clusters Score -3799726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3799722.500000 Penalty: 5078.080078
	Iteration 42Q: 3 clusters Score -3799722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3799718.500000 Penalty: 5078.080078
	Iteration 43Q: 3 clusters Score -3799718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3799719.250000 Penalty: 5078.080078
	Iteration 44Q: 3 clusters Score -3799719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3799719.250000 Penalty: 5078.080078
	Iteration 45F: 3 clusters Score -3799719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -160347.171875 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -160347.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -158176.187500 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -158176.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -158582.046875 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -158582 nChanged 89
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: -158715.000000 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -158715 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -158822.593750 Penalty: 3560.936768
	Iteration 3F: 3 clusters Score -158822.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -158906.796875 Penalty: 3560.936768
	Iteration 4Q: 3 clusters Score -158906.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158960.609375 Penalty: 3560.936768
	Iteration 5Q: 3 clusters Score -158960.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -159009.781250 Penalty: 3560.936768
	Iteration 6Q: 3 clusters Score -159009.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -159044.953125 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -159045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -159079.062500 Penalty: 3560.936768
	Iteration 8Q: 3 clusters Score -159079.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -159107.921875 Penalty: 3560.936768
	Iteration 9Q: 3 clusters Score -159107.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -159158.593750 Penalty: 3560.936768
	Iteration 10Q: 3 clusters Score -159158.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -159264.468750 Penalty: 3560.936768
	Iteration 11Q: 3 clusters Score -159264.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -159471.578125 Penalty: 3560.936768
	Iteration 12Q: 3 clusters Score -159471.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -159992.015625 Penalty: 3560.936768
	Iteration 13F: 3 clusters Score -159992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -160420.203125 Penalty: 3560.936768
	Iteration 14F: 3 clusters Score -160420.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -160558.921875 Penalty: 3560.936768
	Iteration 15Q: 3 clusters Score -160558.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -160612.531250 Penalty: 3560.936768
	Iteration 16Q: 3 clusters Score -160612.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -160648.578125 Penalty: 3560.936768
	Iteration 17Q: 3 clusters Score -160648.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -160677.578125 Penalty: 3560.936768
	Iteration 18Q: 3 clusters Score -160677.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -160747.125000 Penalty: 3560.936768
	Iteration 19Q: 3 clusters Score -160747.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -160836.796875 Penalty: 3560.936768
	Iteration 20F: 3 clusters Score -160836.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -160889.609375 Penalty: 3560.936768
	Iteration 21Q: 3 clusters Score -160889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160907.937500 Penalty: 3560.936768
	Iteration 22Q: 3 clusters Score -160907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -160913.000000 Penalty: 3560.936768
	Iteration 23Q: 3 clusters Score -160913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -160914.578125 Penalty: 3560.936768
	Iteration 24Q: 3 clusters Score -160914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -160914.578125 Penalty: 3560.936768
	Iteration 25F: 3 clusters Score -160914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46714 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30384 members 
Mstep: Class 7 contains 178180 members 
Mstep: Class 8 contains 59759 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176589 members 
Mstep: Class 11 contains 159451 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49454 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186194 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Mstep: Class 23 contains 788 members 
Entering Unmasked Estep 
Score: -144354512.000000 Penalty: 79324.117188
Splitting cluster 14 changes total score from -144355664.000000 to -144354512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (49497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Entering Unmasked Estep 
Score: -6463837.000000 Penalty: 2680.797607
	Iteration 0F: 2 clusters Score -6463837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -6430576.500000 Penalty: 5361.595215
	Iteration 0F: 3 clusters Score -6430576 nChanged 22862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -6443553.000000 Penalty: 5361.595215
	Iteration 1F: 3 clusters Score -6443553 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -6444110.000000 Penalty: 5361.595215
	Iteration 2Q: 3 clusters Score -6444110 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -6444642.000000 Penalty: 5361.595215
	Iteration 3Q: 3 clusters Score -6444642 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -6445269.000000 Penalty: 5361.595215
	Iteration 4Q: 3 clusters Score -6445269 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -6446094.500000 Penalty: 5361.595215
	Iteration 5Q: 3 clusters Score -6446094 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -6447319.500000 Penalty: 5361.595215
	Iteration 6Q: 3 clusters Score -6447320 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -6449145.500000 Penalty: 5361.595215
	Iteration 7F: 3 clusters Score -6449146 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -6451696.000000 Penalty: 5361.595215
	Iteration 8F: 3 clusters Score -6451696 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -6454764.000000 Penalty: 5361.595215
	Iteration 9F: 3 clusters Score -6454764 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -6457538.500000 Penalty: 5361.595215
	Iteration 10F: 3 clusters Score -6457538 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -6459349.500000 Penalty: 5361.595215
	Iteration 11Q: 3 clusters Score -6459350 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -6460398.000000 Penalty: 5361.595215
	Iteration 12Q: 3 clusters Score -6460398 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -6460878.000000 Penalty: 5361.595215
	Iteration 13Q: 3 clusters Score -6460878 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -6461118.000000 Penalty: 5361.595215
	Iteration 14Q: 3 clusters Score -6461118 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -6461259.500000 Penalty: 5361.595215
	Iteration 15Q: 3 clusters Score -6461260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -6461356.500000 Penalty: 5361.595215
	Iteration 16Q: 3 clusters Score -6461356 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -6461423.500000 Penalty: 5361.595215
	Iteration 17Q: 3 clusters Score -6461424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -6461455.000000 Penalty: 5361.595215
	Iteration 18Q: 3 clusters Score -6461455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -6461485.500000 Penalty: 5361.595215
	Iteration 19Q: 3 clusters Score -6461486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -6461509.000000 Penalty: 5361.595215
	Iteration 20F: 3 clusters Score -6461509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -6461514.500000 Penalty: 5361.595215
	Iteration 21Q: 3 clusters Score -6461514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -6461535.000000 Penalty: 5361.595215
	Iteration 22Q: 3 clusters Score -6461535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -6461536.500000 Penalty: 5361.595215
	Iteration 23Q: 3 clusters Score -6461536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -6461547.500000 Penalty: 5361.595215
	Iteration 24Q: 3 clusters Score -6461548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -6461554.000000 Penalty: 5361.595215
	Iteration 25Q: 3 clusters Score -6461554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -6461559.500000 Penalty: 5361.595215
	Iteration 26Q: 3 clusters Score -6461560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -6461557.000000 Penalty: 5361.595215
	Iteration 27Q: 3 clusters Score -6461557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -6461567.000000 Penalty: 5361.595215
	Iteration 28Q: 3 clusters Score -6461567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -6461577.000000 Penalty: 5361.595215
	Iteration 29Q: 3 clusters Score -6461577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -6461582.000000 Penalty: 5361.595215
	Iteration 30Q: 3 clusters Score -6461582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -6461588.500000 Penalty: 5361.595215
	Iteration 31Q: 3 clusters Score -6461588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -6461595.500000 Penalty: 5361.595215
	Iteration 32Q: 3 clusters Score -6461596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -6461598.000000 Penalty: 5361.595215
	Iteration 33Q: 3 clusters Score -6461598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -6461604.500000 Penalty: 5361.595215
	Iteration 34Q: 3 clusters Score -6461604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -6461605.000000 Penalty: 5361.595215
	Iteration 35Q: 3 clusters Score -6461605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -6461616.000000 Penalty: 5361.595215
	Iteration 36Q: 3 clusters Score -6461616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -6461619.000000 Penalty: 5361.595215
	Iteration 37Q: 3 clusters Score -6461619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -6461623.000000 Penalty: 5361.595215
	Iteration 38Q: 3 clusters Score -6461623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -6461633.500000 Penalty: 5361.595215
	Iteration 39Q: 3 clusters Score -6461634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -6461632.000000 Penalty: 5361.595215
	Iteration 40F: 3 clusters Score -6461632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -6461626.000000 Penalty: 5361.595215
	Iteration 41Q: 3 clusters Score -6461626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -6461636.500000 Penalty: 5361.595215
	Iteration 42Q: 3 clusters Score -6461636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -6461643.500000 Penalty: 5361.595215
	Iteration 43Q: 3 clusters Score -6461644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -6461647.000000 Penalty: 5361.595215
	Iteration 44Q: 3 clusters Score -6461647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -6461643.500000 Penalty: 5361.595215
	Iteration 45Q: 3 clusters Score -6461644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -6461644.500000 Penalty: 5361.595215
	Iteration 46Q: 3 clusters Score -6461644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -6461655.000000 Penalty: 5361.595215
	Iteration 47Q: 3 clusters Score -6461655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -6461651.500000 Penalty: 5361.595215
	Iteration 48Q: 3 clusters Score -6461652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -6461654.000000 Penalty: 5361.595215
	Iteration 49Q: 3 clusters Score -6461654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -6461655.000000 Penalty: 5361.595215
	Iteration 50Q: 3 clusters Score -6461655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6461662.500000 Penalty: 5361.595215
	Iteration 51Q: 3 clusters Score -6461662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -6461656.500000 Penalty: 5361.595215
	Iteration 52Q: 3 clusters Score -6461656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -6461660.000000 Penalty: 5361.595215
	Iteration 53Q: 3 clusters Score -6461660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -6461660.000000 Penalty: 5361.595215
	Iteration 54F: 3 clusters Score -6461660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -275866.062500 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -275866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -273194.000000 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -273194 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -273678.718750 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -273678.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -273802.156250 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -273802.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -273847.437500 Penalty: 3783.986084
	Iteration 3Q: 3 clusters Score -273847.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -273880.218750 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -273880.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -273900.625000 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -273900.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -273913.468750 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -273913.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -273923.937500 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -273923.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -273928.187500 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -273928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -273934.000000 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -273934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -273938.593750 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -273938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -273944.343750 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -273944.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -273948.687500 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -273948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -273951.218750 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -273951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -273954.531250 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -273954.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -273958.656250 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -273958.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -273961.468750 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -273961.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -273966.062500 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -273966.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -273972.343750 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -273972.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -273979.500000 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -273979.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -273987.406250 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -273987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -273998.750000 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -273998.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -274009.218750 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -274009.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -274014.156250 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -274014.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -274019.531250 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -274019.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -274024.218750 Penalty: 3783.986084
	Iteration 25Q: 3 clusters Score -274024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -274026.406250 Penalty: 3783.986084
	Iteration 26Q: 3 clusters Score -274026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -274030.437500 Penalty: 3783.986084
	Iteration 27Q: 3 clusters Score -274030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -274036.437500 Penalty: 3783.986084
	Iteration 28Q: 3 clusters Score -274036.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -274045.750000 Penalty: 3783.986084
	Iteration 29Q: 3 clusters Score -274045.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -274054.218750 Penalty: 3783.986084
	Iteration 30Q: 3 clusters Score -274054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -274062.343750 Penalty: 3783.986084
	Iteration 31Q: 3 clusters Score -274062.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -274067.375000 Penalty: 3783.986084
	Iteration 32Q: 3 clusters Score -274067.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -274069.968750 Penalty: 3783.986084
	Iteration 33Q: 3 clusters Score -274070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -274071.406250 Penalty: 3783.986084
	Iteration 34Q: 3 clusters Score -274071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -274073.968750 Penalty: 3783.986084
	Iteration 35Q: 3 clusters Score -274074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -274075.875000 Penalty: 3783.986084
	Iteration 36Q: 3 clusters Score -274075.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -274080.968750 Penalty: 3783.986084
	Iteration 37Q: 3 clusters Score -274081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -274086.687500 Penalty: 3783.986084
	Iteration 38Q: 3 clusters Score -274086.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -274098.125000 Penalty: 3783.986084
	Iteration 39Q: 3 clusters Score -274098.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -274106.250000 Penalty: 3783.986084
	Iteration 40F: 3 clusters Score -274106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -274110.500000 Penalty: 3783.986084
	Iteration 41Q: 3 clusters Score -274110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -274112.625000 Penalty: 3783.986084
	Iteration 42Q: 3 clusters Score -274112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -274115.406250 Penalty: 3783.986084
	Iteration 43Q: 3 clusters Score -274115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -274116.812500 Penalty: 3783.986084
	Iteration 44Q: 3 clusters Score -274116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -274117.468750 Penalty: 3783.986084
	Iteration 45Q: 3 clusters Score -274117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -274118.468750 Penalty: 3783.986084
	Iteration 46Q: 3 clusters Score -274118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -274118.687500 Penalty: 3783.986084
	Iteration 47Q: 3 clusters Score -274118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -274119.656250 Penalty: 3783.986084
	Iteration 48Q: 3 clusters Score -274119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -274121.125000 Penalty: 3783.986084
	Iteration 49Q: 3 clusters Score -274121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -274121.937500 Penalty: 3783.986084
	Iteration 50Q: 3 clusters Score -274121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -274122.406250 Penalty: 3783.986084
	Iteration 51Q: 3 clusters Score -274122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -274122.968750 Penalty: 3783.986084
	Iteration 52Q: 3 clusters Score -274123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -274126.062500 Penalty: 3783.986084
	Iteration 53Q: 3 clusters Score -274126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -274129.593750 Penalty: 3783.986084
	Iteration 54Q: 3 clusters Score -274129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -274134.343750 Penalty: 3783.986084
	Iteration 55Q: 3 clusters Score -274134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -274134.812500 Penalty: 3783.986084
	Iteration 56Q: 3 clusters Score -274134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -274135.562500 Penalty: 3783.986084
	Iteration 57Q: 3 clusters Score -274135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -274137.250000 Penalty: 3783.986084
	Iteration 58Q: 3 clusters Score -274137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -274137.875000 Penalty: 3783.986084
	Iteration 59Q: 3 clusters Score -274137.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -274141.937500 Penalty: 3783.986084
	Iteration 60F: 3 clusters Score -274141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -274144.062500 Penalty: 3783.986084
	Iteration 61Q: 3 clusters Score -274144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -274145.187500 Penalty: 3783.986084
	Iteration 62Q: 3 clusters Score -274145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -274145.812500 Penalty: 3783.986084
	Iteration 63Q: 3 clusters Score -274145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -274146.343750 Penalty: 3783.986084
	Iteration 64Q: 3 clusters Score -274146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -274146.625000 Penalty: 3783.986084
	Iteration 65Q: 3 clusters Score -274146.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -274146.625000 Penalty: 3783.986084
	Iteration 66F: 3 clusters Score -274146.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -111057.078125 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -111057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109168.585938 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -109168.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109435.960938 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -109436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109585.359375 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -109585.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -109700.531250 Penalty: 3360.581787
	Iteration 3Q: 3 clusters Score -109700.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109876.734375 Penalty: 3360.581787
	Iteration 4F: 3 clusters Score -109876.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110076.195312 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -110076.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -110135.773438 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -110135.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110190.468750 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -110190.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110224.742188 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -110224.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110249.421875 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -110249.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110264.796875 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -110264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110278.382812 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -110278.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -110294.023438 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -110294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -110306.343750 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -110306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -110319.750000 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -110319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -110329.257812 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -110329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -110334.421875 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -110334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -110338.695312 Penalty: 3360.581787
	Iteration 17Q: 3 clusters Score -110338.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -110350.937500 Penalty: 3360.581787
	Iteration 18Q: 3 clusters Score -110350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -110358.132812 Penalty: 3360.581787
	Iteration 19Q: 3 clusters Score -110358.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -110367.750000 Penalty: 3360.581787
	Iteration 20F: 3 clusters Score -110367.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -110374.726562 Penalty: 3360.581787
	Iteration 21Q: 3 clusters Score -110374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -110381.507812 Penalty: 3360.581787
	Iteration 22Q: 3 clusters Score -110381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -110391.390625 Penalty: 3360.581787
	Iteration 23Q: 3 clusters Score -110391.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -110400.054688 Penalty: 3360.581787
	Iteration 24Q: 3 clusters Score -110400.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -110405.953125 Penalty: 3360.581787
	Iteration 25Q: 3 clusters Score -110406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -110409.492188 Penalty: 3360.581787
	Iteration 26Q: 3 clusters Score -110409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -110415.046875 Penalty: 3360.581787
	Iteration 27Q: 3 clusters Score -110415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -110417.531250 Penalty: 3360.581787
	Iteration 28Q: 3 clusters Score -110417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -110417.531250 Penalty: 3360.581787
	Iteration 29F: 3 clusters Score -110417.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Entering Unmasked Estep 
Score: -6690346.000000 Penalty: 2680.581787
	Iteration 0F: 2 clusters Score -6690346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -6656962.000000 Penalty: 5361.163574
	Iteration 0F: 3 clusters Score -6656962 nChanged 22827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -6669700.000000 Penalty: 5361.163574
	Iteration 1F: 3 clusters Score -6669700 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -6670631.000000 Penalty: 5361.163574
	Iteration 2Q: 3 clusters Score -6670631 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -6671862.500000 Penalty: 5361.163574
	Iteration 3F: 3 clusters Score -6671862 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -6673527.500000 Penalty: 5361.163574
	Iteration 4F: 3 clusters Score -6673528 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -6675757.000000 Penalty: 5361.163574
	Iteration 5F: 3 clusters Score -6675757 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -6678596.500000 Penalty: 5361.163574
	Iteration 6F: 3 clusters Score -6678596 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -6681465.500000 Penalty: 5361.163574
	Iteration 7F: 3 clusters Score -6681466 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -6683994.500000 Penalty: 5361.163574
	Iteration 8F: 3 clusters Score -6683994 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -6685658.500000 Penalty: 5361.163574
	Iteration 9Q: 3 clusters Score -6685658 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -6686456.500000 Penalty: 5361.163574
	Iteration 10Q: 3 clusters Score -6686456 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -6686928.000000 Penalty: 5361.163574
	Iteration 11Q: 3 clusters Score -6686928 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -6687239.500000 Penalty: 5361.163574
	Iteration 12Q: 3 clusters Score -6687240 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -6687477.000000 Penalty: 5361.163574
	Iteration 13Q: 3 clusters Score -6687477 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -6687676.500000 Penalty: 5361.163574
	Iteration 14Q: 3 clusters Score -6687676 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -6687862.500000 Penalty: 5361.163574
	Iteration 15Q: 3 clusters Score -6687862 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -6688027.000000 Penalty: 5361.163574
	Iteration 16Q: 3 clusters Score -6688027 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -6688110.500000 Penalty: 5361.163574
	Iteration 17Q: 3 clusters Score -6688110 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -6688208.500000 Penalty: 5361.163574
	Iteration 18Q: 3 clusters Score -6688208 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -6688263.000000 Penalty: 5361.163574
	Iteration 19Q: 3 clusters Score -6688263 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -6688299.000000 Penalty: 5361.163574
	Iteration 20F: 3 clusters Score -6688299 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -6688347.000000 Penalty: 5361.163574
	Iteration 21Q: 3 clusters Score -6688347 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -6688386.000000 Penalty: 5361.163574
	Iteration 22Q: 3 clusters Score -6688386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6688416.000000 Penalty: 5361.163574
	Iteration 23Q: 3 clusters Score -6688416 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -6688457.500000 Penalty: 5361.163574
	Iteration 24Q: 3 clusters Score -6688458 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -6688500.500000 Penalty: 5361.163574
	Iteration 25Q: 3 clusters Score -6688500 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -6688528.000000 Penalty: 5361.163574
	Iteration 26Q: 3 clusters Score -6688528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -6688538.000000 Penalty: 5361.163574
	Iteration 27Q: 3 clusters Score -6688538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -6688553.000000 Penalty: 5361.163574
	Iteration 28Q: 3 clusters Score -6688553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -6688571.000000 Penalty: 5361.163574
	Iteration 29Q: 3 clusters Score -6688571 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -6688584.500000 Penalty: 5361.163574
	Iteration 30Q: 3 clusters Score -6688584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -6688617.000000 Penalty: 5361.163574
	Iteration 31Q: 3 clusters Score -6688617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -6688614.000000 Penalty: 5361.163574
	Iteration 32Q: 3 clusters Score -6688614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -6688640.000000 Penalty: 5361.163574
	Iteration 33Q: 3 clusters Score -6688640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -6688650.000000 Penalty: 5361.163574
	Iteration 34Q: 3 clusters Score -6688650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -6688663.000000 Penalty: 5361.163574
	Iteration 35Q: 3 clusters Score -6688663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -6688654.000000 Penalty: 5361.163574
	Iteration 36Q: 3 clusters Score -6688654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -6688671.500000 Penalty: 5361.163574
	Iteration 37Q: 3 clusters Score -6688672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -6688677.500000 Penalty: 5361.163574
	Iteration 38Q: 3 clusters Score -6688678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -6688684.500000 Penalty: 5361.163574
	Iteration 39Q: 3 clusters Score -6688684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -6688681.000000 Penalty: 5361.163574
	Iteration 40F: 3 clusters Score -6688681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -6688681.500000 Penalty: 5361.163574
	Iteration 41Q: 3 clusters Score -6688682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -6688691.000000 Penalty: 5361.163574
	Iteration 42Q: 3 clusters Score -6688691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -6688695.500000 Penalty: 5361.163574
	Iteration 43Q: 3 clusters Score -6688696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -6688700.500000 Penalty: 5361.163574
	Iteration 44Q: 3 clusters Score -6688700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -6688704.500000 Penalty: 5361.163574
	Iteration 45Q: 3 clusters Score -6688704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -6688710.000000 Penalty: 5361.163574
	Iteration 46Q: 3 clusters Score -6688710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -6688708.500000 Penalty: 5361.163574
	Iteration 47Q: 3 clusters Score -6688708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -6688711.000000 Penalty: 5361.163574
	Iteration 48Q: 3 clusters Score -6688711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -6688714.500000 Penalty: 5361.163574
	Iteration 49Q: 3 clusters Score -6688714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -6688718.500000 Penalty: 5361.163574
	Iteration 50Q: 3 clusters Score -6688718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -6688714.500000 Penalty: 5361.163574
	Iteration 51Q: 3 clusters Score -6688714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -6688715.500000 Penalty: 5361.163574
	Iteration 52Q: 3 clusters Score -6688716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -6688719.000000 Penalty: 5361.163574
	Iteration 53Q: 3 clusters Score -6688719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -6688728.000000 Penalty: 5361.163574
	Iteration 54Q: 3 clusters Score -6688728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -6688725.500000 Penalty: 5361.163574
	Iteration 55Q: 3 clusters Score -6688726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -6688732.000000 Penalty: 5361.163574
	Iteration 56Q: 3 clusters Score -6688732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -6688732.500000 Penalty: 5361.163574
	Iteration 57Q: 3 clusters Score -6688732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -6688730.500000 Penalty: 5361.163574
	Iteration 58Q: 3 clusters Score -6688730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -6688734.500000 Penalty: 5361.163574
	Iteration 59Q: 3 clusters Score -6688734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -6688737.500000 Penalty: 5361.163574
	Iteration 60F: 3 clusters Score -6688738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -6688739.500000 Penalty: 5361.163574
	Iteration 61Q: 3 clusters Score -6688740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -6688736.500000 Penalty: 5361.163574
	Iteration 62Q: 3 clusters Score -6688736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -6688736.000000 Penalty: 5361.163574
	Iteration 63Q: 3 clusters Score -6688736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -6688736.000000 Penalty: 5361.163574
	Iteration 64F: 3 clusters Score -6688736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -483237.187500 Penalty: 2042.237793
	Iteration 0F: 2 clusters Score -483237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -479449.625000 Penalty: 4084.475586
	Iteration 0F: 3 clusters Score -479449.6 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -480282.500000 Penalty: 4084.475586
	Iteration 1F: 3 clusters Score -480282.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -480483.562500 Penalty: 4084.475586
	Iteration 2F: 3 clusters Score -480483.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -480631.500000 Penalty: 4084.475586
	Iteration 3F: 3 clusters Score -480631.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -480763.500000 Penalty: 4084.475586
	Iteration 4Q: 3 clusters Score -480763.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -480875.750000 Penalty: 4084.475586
	Iteration 5Q: 3 clusters Score -480875.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -480972.937500 Penalty: 4084.475586
	Iteration 6Q: 3 clusters Score -480972.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -481051.687500 Penalty: 4084.475586
	Iteration 7Q: 3 clusters Score -481051.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -481117.625000 Penalty: 4084.475586
	Iteration 8Q: 3 clusters Score -481117.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -481175.500000 Penalty: 4084.475586
	Iteration 9Q: 3 clusters Score -481175.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -481219.218750 Penalty: 4084.475586
	Iteration 10Q: 3 clusters Score -481219.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -481257.343750 Penalty: 4084.475586
	Iteration 11Q: 3 clusters Score -481257.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -481288.187500 Penalty: 4084.475586
	Iteration 12Q: 3 clusters Score -481288.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -481311.906250 Penalty: 4084.475586
	Iteration 13Q: 3 clusters Score -481311.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -481336.656250 Penalty: 4084.475586
	Iteration 14Q: 3 clusters Score -481336.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -481362.250000 Penalty: 4084.475586
	Iteration 15Q: 3 clusters Score -481362.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -481379.062500 Penalty: 4084.475586
	Iteration 16Q: 3 clusters Score -481379.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -481394.906250 Penalty: 4084.475586
	Iteration 17Q: 3 clusters Score -481394.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -481406.531250 Penalty: 4084.475586
	Iteration 18Q: 3 clusters Score -481406.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -481416.593750 Penalty: 4084.475586
	Iteration 19Q: 3 clusters Score -481416.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -481430.500000 Penalty: 4084.475586
	Iteration 20F: 3 clusters Score -481430.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -481445.281250 Penalty: 4084.475586
	Iteration 21Q: 3 clusters Score -481445.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -481459.500000 Penalty: 4084.475586
	Iteration 22Q: 3 clusters Score -481459.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -481470.531250 Penalty: 4084.475586
	Iteration 23Q: 3 clusters Score -481470.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -481478.093750 Penalty: 4084.475586
	Iteration 24Q: 3 clusters Score -481478.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -481483.625000 Penalty: 4084.475586
	Iteration 25Q: 3 clusters Score -481483.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -481485.937500 Penalty: 4084.475586
	Iteration 26Q: 3 clusters Score -481485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -481490.875000 Penalty: 4084.475586
	Iteration 27Q: 3 clusters Score -481490.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -481494.687500 Penalty: 4084.475586
	Iteration 28Q: 3 clusters Score -481494.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -481497.656250 Penalty: 4084.475586
	Iteration 29Q: 3 clusters Score -481497.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -481499.187500 Penalty: 4084.475586
	Iteration 30Q: 3 clusters Score -481499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -481499.156250 Penalty: 4084.475586
	Iteration 31Q: 3 clusters Score -481499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -481499.562500 Penalty: 4084.475586
	Iteration 32Q: 3 clusters Score -481499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -481500.656250 Penalty: 4084.475586
	Iteration 33Q: 3 clusters Score -481500.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -481501.187500 Penalty: 4084.475586
	Iteration 34Q: 3 clusters Score -481501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -481502.812500 Penalty: 4084.475586
	Iteration 35Q: 3 clusters Score -481502.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -481505.093750 Penalty: 4084.475586
	Iteration 36Q: 3 clusters Score -481505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -481504.906250 Penalty: 4084.475586
	Iteration 37Q: 3 clusters Score -481504.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -481506.406250 Penalty: 4084.475586
	Iteration 38Q: 3 clusters Score -481506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -481507.625000 Penalty: 4084.475586
	Iteration 39Q: 3 clusters Score -481507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -481508.656250 Penalty: 4084.475586
	Iteration 40F: 3 clusters Score -481508.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186194 members 
Entering Unmasked Estep 
Score: -24979248.000000 Penalty: 3009.366943
	Iteration 0F: 2 clusters Score -2.497925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93153 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -24858068.000000 Penalty: 6018.733887
	Iteration 0F: 3 clusters Score -2.485807e+07 nChanged 89848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -24910832.000000 Penalty: 6018.733887
	Iteration 1F: 3 clusters Score -2.491083e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91858 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -24912310.000000 Penalty: 6018.733887
	Iteration 2Q: 3 clusters Score -2.491231e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90472 members 
Mstep: Class 2 contains 95722 members 
Entering Unmasked Estep 
Score: -24914674.000000 Penalty: 6018.733887
	Iteration 3Q: 3 clusters Score -2.491467e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 98090 members 
Entering Unmasked Estep 
Score: -24918808.000000 Penalty: 6018.733887
	Iteration 4Q: 3 clusters Score -2.491881e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84695 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -24924842.000000 Penalty: 6018.733887
	Iteration 5F: 3 clusters Score -2.492484e+07 nChanged 12236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 106129 members 
Entering Unmasked Estep 
Score: -24932960.000000 Penalty: 6018.733887
	Iteration 6F: 3 clusters Score -2.493296e+07 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74548 members 
Mstep: Class 2 contains 111646 members 
Entering Unmasked Estep 
Score: -24943002.000000 Penalty: 6018.733887
	Iteration 7F: 3 clusters Score -2.4943e+07 nChanged 12604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 117032 members 
Entering Unmasked Estep 
Score: -24952694.000000 Penalty: 6018.733887
	Iteration 8F: 3 clusters Score -2.495269e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 121156 members 
Entering Unmasked Estep 
Score: -24959388.000000 Penalty: 6018.733887
	Iteration 9F: 3 clusters Score -2.495939e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 124086 members 
Entering Unmasked Estep 
Score: -24962018.000000 Penalty: 6018.733887
	Iteration 10Q: 3 clusters Score -2.496202e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 126600 members 
Entering Unmasked Estep 
Score: -24962956.000000 Penalty: 6018.733887
	Iteration 11Q: 3 clusters Score -2.496296e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 129002 members 
Entering Unmasked Estep 
Score: -24963666.000000 Penalty: 6018.733887
	Iteration 12Q: 3 clusters Score -2.496367e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 131477 members 
Entering Unmasked Estep 
Score: -24964198.000000 Penalty: 6018.733887
	Iteration 13Q: 3 clusters Score -2.49642e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 134038 members 
Entering Unmasked Estep 
Score: -24964836.000000 Penalty: 6018.733887
	Iteration 14Q: 3 clusters Score -2.496484e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 136645 members 
Entering Unmasked Estep 
Score: -24965590.000000 Penalty: 6018.733887
	Iteration 15Q: 3 clusters Score -2.496559e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -24966234.000000 Penalty: 6018.733887
	Iteration 16Q: 3 clusters Score -2.496623e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 141729 members 
Entering Unmasked Estep 
Score: -24966912.000000 Penalty: 6018.733887
	Iteration 17Q: 3 clusters Score -2.496691e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 144288 members 
Entering Unmasked Estep 
Score: -24967688.000000 Penalty: 6018.733887
	Iteration 18Q: 3 clusters Score -2.496769e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 146908 members 
Entering Unmasked Estep 
Score: -24968582.000000 Penalty: 6018.733887
	Iteration 19Q: 3 clusters Score -2.496858e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 149611 members 
Entering Unmasked Estep 
Score: -24969248.000000 Penalty: 6018.733887
	Iteration 20F: 3 clusters Score -2.496925e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 152270 members 
Entering Unmasked Estep 
Score: -24970014.000000 Penalty: 6018.733887
	Iteration 21Q: 3 clusters Score -2.497001e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 154911 members 
Entering Unmasked Estep 
Score: -24970846.000000 Penalty: 6018.733887
	Iteration 22Q: 3 clusters Score -2.497085e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 157510 members 
Entering Unmasked Estep 
Score: -24971492.000000 Penalty: 6018.733887
	Iteration 23Q: 3 clusters Score -2.497149e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 160210 members 
Entering Unmasked Estep 
Score: -24972438.000000 Penalty: 6018.733887
	Iteration 24Q: 3 clusters Score -2.497244e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 163000 members 
Entering Unmasked Estep 
Score: -24972896.000000 Penalty: 6018.733887
	Iteration 25Q: 3 clusters Score -2.49729e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 165639 members 
Entering Unmasked Estep 
Score: -24973482.000000 Penalty: 6018.733887
	Iteration 26Q: 3 clusters Score -2.497348e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 168110 members 
Entering Unmasked Estep 
Score: -24974082.000000 Penalty: 6018.733887
	Iteration 27Q: 3 clusters Score -2.497408e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 170333 members 
Entering Unmasked Estep 
Score: -24974592.000000 Penalty: 6018.733887
	Iteration 28Q: 3 clusters Score -2.497459e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 172289 members 
Entering Unmasked Estep 
Score: -24974926.000000 Penalty: 6018.733887
	Iteration 29Q: 3 clusters Score -2.497493e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 173941 members 
Entering Unmasked Estep 
Score: -24975234.000000 Penalty: 6018.733887
	Iteration 30Q: 3 clusters Score -2.497523e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 175429 members 
Entering Unmasked Estep 
Score: -24975574.000000 Penalty: 6018.733887
	Iteration 31Q: 3 clusters Score -2.497557e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 176777 members 
Entering Unmasked Estep 
Score: -24975868.000000 Penalty: 6018.733887
	Iteration 32Q: 3 clusters Score -2.497587e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 177911 members 
Entering Unmasked Estep 
Score: -24976086.000000 Penalty: 6018.733887
	Iteration 33Q: 3 clusters Score -2.497609e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 178893 members 
Entering Unmasked Estep 
Score: -24976210.000000 Penalty: 6018.733887
	Iteration 34Q: 3 clusters Score -2.497621e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 179765 members 
Entering Unmasked Estep 
Score: -24976434.000000 Penalty: 6018.733887
	Iteration 35Q: 3 clusters Score -2.497643e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 180523 members 
Entering Unmasked Estep 
Score: -24976604.000000 Penalty: 6018.733887
	Iteration 36Q: 3 clusters Score -2.49766e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 181139 members 
Entering Unmasked Estep 
Score: -24976658.000000 Penalty: 6018.733887
	Iteration 37Q: 3 clusters Score -2.497666e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 181621 members 
Entering Unmasked Estep 
Score: -24976816.000000 Penalty: 6018.733887
	Iteration 38Q: 3 clusters Score -2.497682e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 182043 members 
Entering Unmasked Estep 
Score: -24976960.000000 Penalty: 6018.733887
	Iteration 39Q: 3 clusters Score -2.497696e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 182386 members 
Entering Unmasked Estep 
Score: -24977010.000000 Penalty: 6018.733887
	Iteration 40F: 3 clusters Score -2.497701e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 182713 members 
Entering Unmasked Estep 
Score: -24977072.000000 Penalty: 6018.733887
	Iteration 41Q: 3 clusters Score -2.497707e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 182965 members 
Entering Unmasked Estep 
Score: -24977136.000000 Penalty: 6018.733887
	Iteration 42Q: 3 clusters Score -2.497714e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 183189 members 
Entering Unmasked Estep 
Score: -24977134.000000 Penalty: 6018.733887
	Iteration 43Q: 3 clusters Score -2.497713e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 183371 members 
Entering Unmasked Estep 
Score: -24977188.000000 Penalty: 6018.733887
	Iteration 44Q: 3 clusters Score -2.497719e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 183537 members 
Entering Unmasked Estep 
Score: -24977188.000000 Penalty: 6018.733887
	Iteration 45Q: 3 clusters Score -2.497719e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 183684 members 
Entering Unmasked Estep 
Score: -24977210.000000 Penalty: 6018.733887
	Iteration 46Q: 3 clusters Score -2.497721e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 183807 members 
Entering Unmasked Estep 
Score: -24977196.000000 Penalty: 6018.733887
	Iteration 47Q: 3 clusters Score -2.49772e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 183902 members 
Entering Unmasked Estep 
Score: -24977240.000000 Penalty: 6018.733887
	Iteration 48Q: 3 clusters Score -2.497724e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 183990 members 
Entering Unmasked Estep 
Score: -24977262.000000 Penalty: 6018.733887
	Iteration 49Q: 3 clusters Score -2.497726e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 184051 members 
Entering Unmasked Estep 
Score: -24977250.000000 Penalty: 6018.733887
	Iteration 50Q: 3 clusters Score -2.497725e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 184113 members 
Entering Unmasked Estep 
Score: -24977244.000000 Penalty: 6018.733887
	Iteration 51Q: 3 clusters Score -2.497724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 184162 members 
Entering Unmasked Estep 
Score: -24977290.000000 Penalty: 6018.733887
	Iteration 52Q: 3 clusters Score -2.497729e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 184199 members 
Entering Unmasked Estep 
Score: -24977304.000000 Penalty: 6018.733887
	Iteration 53Q: 3 clusters Score -2.49773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 184228 members 
Entering Unmasked Estep 
Score: -24977318.000000 Penalty: 6018.733887
	Iteration 54Q: 3 clusters Score -2.497732e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 184255 members 
Entering Unmasked Estep 
Score: -24977314.000000 Penalty: 6018.733887
	Iteration 55Q: 3 clusters Score -2.497731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 184280 members 
Entering Unmasked Estep 
Score: -24977354.000000 Penalty: 6018.733887
	Iteration 56Q: 3 clusters Score -2.497735e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 184302 members 
Entering Unmasked Estep 
Score: -24977318.000000 Penalty: 6018.733887
	Iteration 57Q: 3 clusters Score -2.497732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 184317 members 
Entering Unmasked Estep 
Score: -24977330.000000 Penalty: 6018.733887
	Iteration 58Q: 3 clusters Score -2.497733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 184325 members 
Entering Unmasked Estep 
Score: -24977342.000000 Penalty: 6018.733887
	Iteration 59Q: 3 clusters Score -2.497734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 184341 members 
Entering Unmasked Estep 
Score: -24977326.000000 Penalty: 6018.733887
	Iteration 60F: 3 clusters Score -2.497733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 184361 members 
Entering Unmasked Estep 
Score: -24977322.000000 Penalty: 6018.733887
	Iteration 61Q: 3 clusters Score -2.497732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 184379 members 
Entering Unmasked Estep 
Score: -24977348.000000 Penalty: 6018.733887
	Iteration 62Q: 3 clusters Score -2.497735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 184396 members 
Entering Unmasked Estep 
Score: -24977356.000000 Penalty: 6018.733887
	Iteration 63Q: 3 clusters Score -2.497736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 184413 members 
Entering Unmasked Estep 
Score: -24977330.000000 Penalty: 6018.733887
	Iteration 64Q: 3 clusters Score -2.497733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 184426 members 
Entering Unmasked Estep 
Score: -24977352.000000 Penalty: 6018.733887
	Iteration 65Q: 3 clusters Score -2.497735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 184438 members 
Entering Unmasked Estep 
Score: -24977354.000000 Penalty: 6018.733887
	Iteration 66Q: 3 clusters Score -2.497735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 184456 members 
Entering Unmasked Estep 
Score: -24977360.000000 Penalty: 6018.733887
	Iteration 67Q: 3 clusters Score -2.497736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 184470 members 
Entering Unmasked Estep 
Score: -24977380.000000 Penalty: 6018.733887
	Iteration 68Q: 3 clusters Score -2.497738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 184472 members 
Entering Unmasked Estep 
Score: -24977378.000000 Penalty: 6018.733887
	Iteration 69Q: 3 clusters Score -2.497738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 184482 members 
Entering Unmasked Estep 
Score: -24977376.000000 Penalty: 6018.733887
	Iteration 70Q: 3 clusters Score -2.497738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 184489 members 
Entering Unmasked Estep 
Score: -24977370.000000 Penalty: 6018.733887
	Iteration 71Q: 3 clusters Score -2.497737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 184497 members 
Entering Unmasked Estep 
Score: -24977386.000000 Penalty: 6018.733887
	Iteration 72Q: 3 clusters Score -2.497739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 184504 members 
Entering Unmasked Estep 
Score: -24977384.000000 Penalty: 6018.733887
	Iteration 73Q: 3 clusters Score -2.497738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 184514 members 
Entering Unmasked Estep 
Score: -24977382.000000 Penalty: 6018.733887
	Iteration 74Q: 3 clusters Score -2.497738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 184528 members 
Entering Unmasked Estep 
Score: -24977374.000000 Penalty: 6018.733887
	Iteration 75Q: 3 clusters Score -2.497737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 184534 members 
Entering Unmasked Estep 
Score: -24977378.000000 Penalty: 6018.733887
	Iteration 76Q: 3 clusters Score -2.497738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 184538 members 
Entering Unmasked Estep 
Score: -24977372.000000 Penalty: 6018.733887
	Iteration 77Q: 3 clusters Score -2.497737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 184540 members 
Entering Unmasked Estep 
Score: -24977384.000000 Penalty: 6018.733887
	Iteration 78Q: 3 clusters Score -2.497738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 184542 members 
Entering Unmasked Estep 
Score: -24977378.000000 Penalty: 6018.733887
	Iteration 79Q: 3 clusters Score -2.497738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 184545 members 
Entering Unmasked Estep 
Score: -24977398.000000 Penalty: 6018.733887
	Iteration 80F: 3 clusters Score -2.49774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 184545 members 
Entering Unmasked Estep 
Score: -24977380.000000 Penalty: 6018.733887
	Iteration 81Q: 3 clusters Score -2.497738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 184547 members 
Entering Unmasked Estep 
Score: -24977364.000000 Penalty: 6018.733887
	Iteration 82Q: 3 clusters Score -2.497736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 184550 members 
Entering Unmasked Estep 
Score: -24977346.000000 Penalty: 6018.733887
	Iteration 83Q: 3 clusters Score -2.497735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 184552 members 
Entering Unmasked Estep 
Score: -24977350.000000 Penalty: 6018.733887
	Iteration 84Q: 3 clusters Score -2.497735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 184555 members 
Entering Unmasked Estep 
Score: -24977350.000000 Penalty: 6018.733887
	Iteration 85Q: 3 clusters Score -2.497735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 184558 members 
Entering Unmasked Estep 
Score: -24977358.000000 Penalty: 6018.733887
	Iteration 86Q: 3 clusters Score -2.497736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 184561 members 
Entering Unmasked Estep 
Score: -24977370.000000 Penalty: 6018.733887
	Iteration 87Q: 3 clusters Score -2.497737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 184565 members 
Entering Unmasked Estep 
Score: -24977366.000000 Penalty: 6018.733887
	Iteration 88Q: 3 clusters Score -2.497737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 184567 members 
Entering Unmasked Estep 
Score: -24977372.000000 Penalty: 6018.733887
	Iteration 89Q: 3 clusters Score -2.497737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 184575 members 
Entering Unmasked Estep 
Score: -24977348.000000 Penalty: 6018.733887
	Iteration 90Q: 3 clusters Score -2.497735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 184580 members 
Entering Unmasked Estep 
Score: -24977350.000000 Penalty: 6018.733887
	Iteration 91Q: 3 clusters Score -2.497735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 184581 members 
Entering Unmasked Estep 
Score: -24977348.000000 Penalty: 6018.733887
	Iteration 92Q: 3 clusters Score -2.497735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 184583 members 
Entering Unmasked Estep 
Score: -24977352.000000 Penalty: 6018.733887
	Iteration 93Q: 3 clusters Score -2.497735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 184585 members 
Entering Unmasked Estep 
Score: -24977362.000000 Penalty: 6018.733887
	Iteration 94Q: 3 clusters Score -2.497736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 184588 members 
Entering Unmasked Estep 
Score: -24977356.000000 Penalty: 6018.733887
	Iteration 95Q: 3 clusters Score -2.497736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 184590 members 
Entering Unmasked Estep 
Score: -24977358.000000 Penalty: 6018.733887
	Iteration 96Q: 3 clusters Score -2.497736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 184590 members 
Entering Unmasked Estep 
Score: -24977356.000000 Penalty: 6018.733887
	Iteration 97Q: 3 clusters Score -2.497736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 184589 members 
Entering Unmasked Estep 
Score: -24977358.000000 Penalty: 6018.733887
	Iteration 98Q: 3 clusters Score -2.497736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 184588 members 
Entering Unmasked Estep 
Score: -24977376.000000 Penalty: 6018.733887
	Iteration 99Q: 3 clusters Score -2.497738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 184589 members 
Entering Unmasked Estep 
Score: -24977352.000000 Penalty: 6018.733887
	Iteration 100F: 3 clusters Score -2.497735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 184591 members 
Entering Unmasked Estep 
Score: -24977364.000000 Penalty: 6018.733887
	Iteration 101Q: 3 clusters Score -2.497736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 184592 members 
Entering Unmasked Estep 
Score: -24977372.000000 Penalty: 6018.733887
	Iteration 102Q: 3 clusters Score -2.497737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 184592 members 
Entering Unmasked Estep 
Score: -24977372.000000 Penalty: 6018.733887
	Iteration 103F: 3 clusters Score -2.497737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -84628.976562 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -84628.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82895.726562 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -82895.73 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83137.250000 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -83137.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83235.578125 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -83235.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83300.109375 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -83300.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83353.359375 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -83353.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83410.054688 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -83410.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83447.945312 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -83447.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83493.742188 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -83493.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83565.687500 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -83565.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83602.562500 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -83602.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83641.140625 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -83641.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83651.156250 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -83651.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83657.226562 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -83657.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83663.265625 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -83663.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83678.921875 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -83678.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83697.054688 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -83697.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83727.132812 Penalty: 3249.335693
	Iteration 16Q: 3 clusters Score -83727.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83738.140625 Penalty: 3249.335693
	Iteration 17Q: 3 clusters Score -83738.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83775.007812 Penalty: 3249.335693
	Iteration 18Q: 3 clusters Score -83775.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83795.015625 Penalty: 3249.335693
	Iteration 19Q: 3 clusters Score -83795.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -83824.226562 Penalty: 3249.335693
	Iteration 20F: 3 clusters Score -83824.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83840.710938 Penalty: 3249.335693
	Iteration 21Q: 3 clusters Score -83840.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -83862.710938 Penalty: 3249.335693
	Iteration 22Q: 3 clusters Score -83862.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83895.015625 Penalty: 3249.335693
	Iteration 23Q: 3 clusters Score -83895.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83942.328125 Penalty: 3249.335693
	Iteration 24Q: 3 clusters Score -83942.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84020.703125 Penalty: 3249.335693
	Iteration 25Q: 3 clusters Score -84020.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84180.296875 Penalty: 3249.335693
	Iteration 26Q: 3 clusters Score -84180.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84357.460938 Penalty: 3249.335693
	Iteration 27Q: 3 clusters Score -84357.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84417.750000 Penalty: 3249.335693
	Iteration 28Q: 3 clusters Score -84417.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84470.703125 Penalty: 3249.335693
	Iteration 29Q: 3 clusters Score -84470.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84497.890625 Penalty: 3249.335693
	Iteration 30Q: 3 clusters Score -84497.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84524.703125 Penalty: 3249.335693
	Iteration 31Q: 3 clusters Score -84524.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84556.273438 Penalty: 3249.335693
	Iteration 32Q: 3 clusters Score -84556.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84586.218750 Penalty: 3249.335693
	Iteration 33Q: 3 clusters Score -84586.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84608.101562 Penalty: 3249.335693
	Iteration 34Q: 3 clusters Score -84608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84616.539062 Penalty: 3249.335693
	Iteration 35Q: 3 clusters Score -84616.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84619.710938 Penalty: 3249.335693
	Iteration 36Q: 3 clusters Score -84619.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84622.210938 Penalty: 3249.335693
	Iteration 37Q: 3 clusters Score -84622.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84629.140625 Penalty: 3249.335693
	Iteration 38Q: 3 clusters Score -84629.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84634.773438 Penalty: 3249.335693
	Iteration 39Q: 3 clusters Score -84634.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84641.093750 Penalty: 3249.335693
	Iteration 40F: 3 clusters Score -84641.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -84648.703125 Penalty: 3249.335693
	Iteration 41Q: 3 clusters Score -84648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84650.507812 Penalty: 3249.335693
	Iteration 42Q: 3 clusters Score -84650.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84650.507812 Penalty: 3249.335693
	Iteration 43F: 3 clusters Score -84650.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46714 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30384 members 
Mstep: Class 7 contains 178180 members 
Mstep: Class 8 contains 59759 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176589 members 
Mstep: Class 11 contains 159451 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49454 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186194 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 14340 members 
Mstep: Class 23 contains 433 members 
Entering Unmasked Estep 
Score: -144353840.000000 Penalty: 79324.117188
Splitting cluster 21 changes total score from -144355664.000000 to -144353840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (14340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Entering Unmasked Estep 
Score: -1834752.500000 Penalty: 2373.560547
	Iteration 0F: 2 clusters Score -1834752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1824331.625000 Penalty: 4747.121094
	Iteration 0F: 3 clusters Score -1824332 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1827533.750000 Penalty: 4747.121094
	Iteration 1F: 3 clusters Score -1827534 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1827910.625000 Penalty: 4747.121094
	Iteration 2F: 3 clusters Score -1827911 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1828268.500000 Penalty: 4747.121094
	Iteration 3Q: 3 clusters Score -1828268 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1828689.875000 Penalty: 4747.121094
	Iteration 4Q: 3 clusters Score -1828690 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1829059.875000 Penalty: 4747.121094
	Iteration 5Q: 3 clusters Score -1829060 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1829348.375000 Penalty: 4747.121094
	Iteration 6Q: 3 clusters Score -1829348 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1829586.000000 Penalty: 4747.121094
	Iteration 7Q: 3 clusters Score -1829586 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1829782.500000 Penalty: 4747.121094
	Iteration 8Q: 3 clusters Score -1829782 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1829945.000000 Penalty: 4747.121094
	Iteration 9Q: 3 clusters Score -1829945 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1830094.750000 Penalty: 4747.121094
	Iteration 10Q: 3 clusters Score -1830095 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1830250.375000 Penalty: 4747.121094
	Iteration 11Q: 3 clusters Score -1830250 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1830403.375000 Penalty: 4747.121094
	Iteration 12Q: 3 clusters Score -1830403 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1830563.875000 Penalty: 4747.121094
	Iteration 13Q: 3 clusters Score -1830564 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1830738.000000 Penalty: 4747.121094
	Iteration 14Q: 3 clusters Score -1830738 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1830950.250000 Penalty: 4747.121094
	Iteration 15Q: 3 clusters Score -1830950 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1831211.375000 Penalty: 4747.121094
	Iteration 16Q: 3 clusters Score -1831211 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1831487.250000 Penalty: 4747.121094
	Iteration 17Q: 3 clusters Score -1831487 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1831780.750000 Penalty: 4747.121094
	Iteration 18Q: 3 clusters Score -1831781 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1832042.500000 Penalty: 4747.121094
	Iteration 19Q: 3 clusters Score -1832042 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1832309.500000 Penalty: 4747.121094
	Iteration 20F: 3 clusters Score -1832310 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1832578.500000 Penalty: 4747.121094
	Iteration 21Q: 3 clusters Score -1832578 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1832875.625000 Penalty: 4747.121094
	Iteration 22Q: 3 clusters Score -1832876 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1833158.750000 Penalty: 4747.121094
	Iteration 23Q: 3 clusters Score -1833159 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1833424.500000 Penalty: 4747.121094
	Iteration 24Q: 3 clusters Score -1833424 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1833618.750000 Penalty: 4747.121094
	Iteration 25Q: 3 clusters Score -1833619 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1833739.125000 Penalty: 4747.121094
	Iteration 26Q: 3 clusters Score -1833739 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1833802.375000 Penalty: 4747.121094
	Iteration 27Q: 3 clusters Score -1833802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1833835.500000 Penalty: 4747.121094
	Iteration 28Q: 3 clusters Score -1833836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1833854.625000 Penalty: 4747.121094
	Iteration 29Q: 3 clusters Score -1833855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1833868.750000 Penalty: 4747.121094
	Iteration 30Q: 3 clusters Score -1833869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1833878.500000 Penalty: 4747.121094
	Iteration 31Q: 3 clusters Score -1833878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1833885.750000 Penalty: 4747.121094
	Iteration 32Q: 3 clusters Score -1833886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1833895.875000 Penalty: 4747.121094
	Iteration 33Q: 3 clusters Score -1833896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1833897.375000 Penalty: 4747.121094
	Iteration 34Q: 3 clusters Score -1833897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1833898.875000 Penalty: 4747.121094
	Iteration 35Q: 3 clusters Score -1833899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1833901.375000 Penalty: 4747.121094
	Iteration 36Q: 3 clusters Score -1833901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1833900.000000 Penalty: 4747.121094
	Iteration 37Q: 3 clusters Score -1833900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1833900.625000 Penalty: 4747.121094
	Iteration 38Q: 3 clusters Score -1833901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1833900.125000 Penalty: 4747.121094
	Iteration 39Q: 3 clusters Score -1833900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1833901.875000 Penalty: 4747.121094
	Iteration 40F: 3 clusters Score -1833902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1833903.375000 Penalty: 4747.121094
	Iteration 41Q: 3 clusters Score -1833903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1833903.000000 Penalty: 4747.121094
	Iteration 42Q: 3 clusters Score -1833903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1833905.000000 Penalty: 4747.121094
	Iteration 43Q: 3 clusters Score -1833905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1833913.750000 Penalty: 4747.121094
	Iteration 44Q: 3 clusters Score -1833914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1833916.250000 Penalty: 4747.121094
	Iteration 45Q: 3 clusters Score -1833916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1833916.375000 Penalty: 4747.121094
	Iteration 46Q: 3 clusters Score -1833916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1833917.625000 Penalty: 4747.121094
	Iteration 47Q: 3 clusters Score -1833918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1833918.000000 Penalty: 4747.121094
	Iteration 48Q: 3 clusters Score -1833918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1833917.375000 Penalty: 4747.121094
	Iteration 49Q: 3 clusters Score -1833917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1833918.125000 Penalty: 4747.121094
	Iteration 50Q: 3 clusters Score -1833918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1833916.250000 Penalty: 4747.121094
	Iteration 51Q: 3 clusters Score -1833916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1833917.750000 Penalty: 4747.121094
	Iteration 52Q: 3 clusters Score -1833918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1833917.875000 Penalty: 4747.121094
	Iteration 53Q: 3 clusters Score -1833918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1833920.000000 Penalty: 4747.121094
	Iteration 54Q: 3 clusters Score -1833920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1833920.375000 Penalty: 4747.121094
	Iteration 55Q: 3 clusters Score -1833920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1833920.875000 Penalty: 4747.121094
	Iteration 56Q: 3 clusters Score -1833921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1833922.125000 Penalty: 4747.121094
	Iteration 57Q: 3 clusters Score -1833922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1833923.000000 Penalty: 4747.121094
	Iteration 58Q: 3 clusters Score -1833923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1833922.000000 Penalty: 4747.121094
	Iteration 59Q: 3 clusters Score -1833922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1833925.250000 Penalty: 4747.121094
	Iteration 60F: 3 clusters Score -1833925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1833923.750000 Penalty: 4747.121094
	Iteration 61Q: 3 clusters Score -1833924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1833926.375000 Penalty: 4747.121094
	Iteration 62Q: 3 clusters Score -1833926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1833927.375000 Penalty: 4747.121094
	Iteration 63Q: 3 clusters Score -1833927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1833926.000000 Penalty: 4747.121094
	Iteration 64Q: 3 clusters Score -1833926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1833925.500000 Penalty: 4747.121094
	Iteration 65Q: 3 clusters Score -1833926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1833927.125000 Penalty: 4747.121094
	Iteration 66Q: 3 clusters Score -1833927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1833927.375000 Penalty: 4747.121094
	Iteration 67Q: 3 clusters Score -1833927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1833928.500000 Penalty: 4747.121094
	Iteration 68Q: 3 clusters Score -1833928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1833928.500000 Penalty: 4747.121094
	Iteration 69F: 3 clusters Score -1833928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 46714 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30384 members 
Mstep: Class 7 contains 178180 members 
Mstep: Class 8 contains 59759 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176589 members 
Mstep: Class 11 contains 159451 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49454 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186194 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 399Q: 23 clusters Score -1.443557e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46710 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30385 members 
Mstep: Class 7 contains 178185 members 
Mstep: Class 8 contains 59762 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176589 members 
Mstep: Class 11 contains 159449 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49456 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186192 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 400F: 23 clusters Score -1.443557e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46709 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178186 members 
Mstep: Class 8 contains 59764 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176588 members 
Mstep: Class 11 contains 159448 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27950 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49462 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186185 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 401Q: 23 clusters Score -1.443556e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46708 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178186 members 
Mstep: Class 8 contains 59765 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176591 members 
Mstep: Class 11 contains 159446 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49499 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49466 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186178 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 402Q: 23 clusters Score -1.443556e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46707 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178191 members 
Mstep: Class 8 contains 59764 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176594 members 
Mstep: Class 11 contains 159437 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49467 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186179 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355568.000000 Penalty: 75875.242188
Iteration 403Q: 23 clusters Score -1.443556e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46707 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178193 members 
Mstep: Class 8 contains 59764 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176595 members 
Mstep: Class 11 contains 159434 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49503 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49468 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186177 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 404Q: 23 clusters Score -1.443556e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46705 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178195 members 
Mstep: Class 8 contains 59764 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176592 members 
Mstep: Class 11 contains 159436 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49503 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49469 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186179 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 405Q: 23 clusters Score -1.443556e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46704 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178198 members 
Mstep: Class 8 contains 59764 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176592 members 
Mstep: Class 11 contains 159434 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49503 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49469 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186178 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 406Q: 23 clusters Score -1.443556e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46703 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178199 members 
Mstep: Class 8 contains 59764 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176590 members 
Mstep: Class 11 contains 159433 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49503 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49470 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186177 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 407Q: 23 clusters Score -1.443556e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46702 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178200 members 
Mstep: Class 8 contains 59764 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176590 members 
Mstep: Class 11 contains 159432 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27950 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49472 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186175 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 408Q: 23 clusters Score -1.443556e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46701 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178201 members 
Mstep: Class 8 contains 59765 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176587 members 
Mstep: Class 11 contains 159429 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49476 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186175 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355616.000000 Penalty: 75875.242188
Iteration 409Q: 23 clusters Score -1.443556e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46701 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30385 members 
Mstep: Class 7 contains 178202 members 
Mstep: Class 8 contains 59768 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176582 members 
Mstep: Class 11 contains 159425 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49479 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186178 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355600.000000 Penalty: 75875.242188
Iteration 410Q: 23 clusters Score -1.443556e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46700 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178208 members 
Mstep: Class 8 contains 59771 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176578 members 
Mstep: Class 11 contains 159423 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49500 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49481 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186177 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355536.000000 Penalty: 75875.242188
Iteration 411Q: 23 clusters Score -1.443555e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46702 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30385 members 
Mstep: Class 7 contains 178206 members 
Mstep: Class 8 contains 59778 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176577 members 
Mstep: Class 11 contains 159418 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49485 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186174 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355600.000000 Penalty: 75875.242188
Iteration 412Q: 23 clusters Score -1.443556e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46702 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30385 members 
Mstep: Class 7 contains 178208 members 
Mstep: Class 8 contains 59784 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176574 members 
Mstep: Class 11 contains 159416 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49494 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186164 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355536.000000 Penalty: 75875.242188
Iteration 413Q: 23 clusters Score -1.443555e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46703 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30385 members 
Mstep: Class 7 contains 178205 members 
Mstep: Class 8 contains 59790 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176575 members 
Mstep: Class 11 contains 159416 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49498 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186156 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355616.000000 Penalty: 75875.242188
Iteration 414Q: 23 clusters Score -1.443556e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 46701 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178208 members 
Mstep: Class 8 contains 59797 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176572 members 
Mstep: Class 11 contains 159412 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49506 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186148 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355504.000000 Penalty: 75875.242188
Iteration 415Q: 23 clusters Score -1.443555e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8464 members 
Mstep: Class 4 contains 46699 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178208 members 
Mstep: Class 8 contains 59800 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176574 members 
Mstep: Class 11 contains 159413 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49503 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49508 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186143 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355504.000000 Penalty: 75875.242188
Iteration 416Q: 23 clusters Score -1.443555e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 46699 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178210 members 
Mstep: Class 8 contains 59804 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176570 members 
Mstep: Class 11 contains 159409 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49516 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186140 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355488.000000 Penalty: 75875.242188
Iteration 417Q: 23 clusters Score -1.443555e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 46700 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30386 members 
Mstep: Class 7 contains 178217 members 
Mstep: Class 8 contains 59804 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176566 members 
Mstep: Class 11 contains 159407 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49500 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49519 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186134 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355488.000000 Penalty: 75875.242188
Iteration 418Q: 23 clusters Score -1.443555e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94819 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 46698 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30388 members 
Mstep: Class 7 contains 178220 members 
Mstep: Class 8 contains 59806 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176564 members 
Mstep: Class 11 contains 159405 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27953 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49521 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186131 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355424.000000 Penalty: 75875.242188
Iteration 419Q: 23 clusters Score -1.443554e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 46697 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30389 members 
Mstep: Class 7 contains 178221 members 
Mstep: Class 8 contains 59808 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176564 members 
Mstep: Class 11 contains 159399 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49522 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186135 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355456.000000 Penalty: 75875.242188
Iteration 420F: 23 clusters Score -1.443555e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94815 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 46697 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30389 members 
Mstep: Class 7 contains 178222 members 
Mstep: Class 8 contains 59810 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176564 members 
Mstep: Class 11 contains 159394 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49527 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186135 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355472.000000 Penalty: 75875.242188
Iteration 421Q: 23 clusters Score -1.443555e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 46697 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30388 members 
Mstep: Class 7 contains 178220 members 
Mstep: Class 8 contains 59811 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176563 members 
Mstep: Class 11 contains 159394 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27950 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49535 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186132 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355424.000000 Penalty: 75875.242188
Iteration 422Q: 23 clusters Score -1.443554e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 46697 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30387 members 
Mstep: Class 7 contains 178223 members 
Mstep: Class 8 contains 59810 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176561 members 
Mstep: Class 11 contains 159392 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49542 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186127 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355472.000000 Penalty: 75875.242188
Iteration 423Q: 23 clusters Score -1.443555e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46696 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30388 members 
Mstep: Class 7 contains 178221 members 
Mstep: Class 8 contains 59811 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176563 members 
Mstep: Class 11 contains 159391 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49545 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186123 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355440.000000 Penalty: 75875.242188
Iteration 424Q: 23 clusters Score -1.443554e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46693 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30389 members 
Mstep: Class 7 contains 178222 members 
Mstep: Class 8 contains 59813 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176561 members 
Mstep: Class 11 contains 159396 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49547 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186118 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355424.000000 Penalty: 75875.242188
Iteration 425Q: 23 clusters Score -1.443554e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46693 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30391 members 
Mstep: Class 7 contains 178222 members 
Mstep: Class 8 contains 59816 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176560 members 
Mstep: Class 11 contains 159393 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49550 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186114 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355488.000000 Penalty: 75875.242188
Iteration 426Q: 23 clusters Score -1.443555e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46692 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30390 members 
Mstep: Class 7 contains 178225 members 
Mstep: Class 8 contains 59818 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176562 members 
Mstep: Class 11 contains 159387 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49556 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186110 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355440.000000 Penalty: 75875.242188
Iteration 427Q: 23 clusters Score -1.443554e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46693 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30388 members 
Mstep: Class 7 contains 178227 members 
Mstep: Class 8 contains 59818 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176561 members 
Mstep: Class 11 contains 159381 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49561 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186111 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355376.000000 Penalty: 75875.242188
Iteration 428Q: 23 clusters Score -1.443554e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46692 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30388 members 
Mstep: Class 7 contains 178229 members 
Mstep: Class 8 contains 59819 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176559 members 
Mstep: Class 11 contains 159378 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49570 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186104 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355392.000000 Penalty: 75875.242188
Iteration 429Q: 23 clusters Score -1.443554e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46690 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30389 members 
Mstep: Class 7 contains 178234 members 
Mstep: Class 8 contains 59821 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176560 members 
Mstep: Class 11 contains 159372 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49499 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49577 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186097 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355344.000000 Penalty: 75875.242188
Iteration 430Q: 23 clusters Score -1.443553e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46688 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30391 members 
Mstep: Class 7 contains 178240 members 
Mstep: Class 8 contains 59822 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176557 members 
Mstep: Class 11 contains 159364 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49498 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49581 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186097 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355328.000000 Penalty: 75875.242188
Iteration 431Q: 23 clusters Score -1.443553e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46688 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30392 members 
Mstep: Class 7 contains 178244 members 
Mstep: Class 8 contains 59823 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176555 members 
Mstep: Class 11 contains 159360 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49498 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49586 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186094 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355424.000000 Penalty: 75875.242188
Iteration 432Q: 23 clusters Score -1.443554e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46686 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30391 members 
Mstep: Class 7 contains 178245 members 
Mstep: Class 8 contains 59825 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176554 members 
Mstep: Class 11 contains 159357 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49591 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186094 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355440.000000 Penalty: 75875.242188
Iteration 433Q: 23 clusters Score -1.443554e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94810 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46686 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30392 members 
Mstep: Class 7 contains 178245 members 
Mstep: Class 8 contains 59824 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176559 members 
Mstep: Class 11 contains 159353 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49595 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186091 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355424.000000 Penalty: 75875.242188
Iteration 434Q: 23 clusters Score -1.443554e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46686 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178245 members 
Mstep: Class 8 contains 59823 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176563 members 
Mstep: Class 11 contains 159354 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49597 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186085 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355408.000000 Penalty: 75875.242188
Iteration 435Q: 23 clusters Score -1.443554e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46686 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 178246 members 
Mstep: Class 8 contains 59823 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176566 members 
Mstep: Class 11 contains 159355 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49599 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186077 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355376.000000 Penalty: 75875.242188
Iteration 436Q: 23 clusters Score -1.443554e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 46686 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178245 members 
Mstep: Class 8 contains 59823 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176568 members 
Mstep: Class 11 contains 159355 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49604 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186070 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355472.000000 Penalty: 75875.242188
Iteration 437Q: 23 clusters Score -1.443555e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94805 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 178244 members 
Mstep: Class 8 contains 59822 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176572 members 
Mstep: Class 11 contains 159355 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27953 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49611 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186064 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355488.000000 Penalty: 75875.242188
Iteration 438Q: 23 clusters Score -1.443555e+08 nChanged 35
Entering ConstructFrom: 
Score: -144355488.000000 Penalty: 75875.242188
Entering ConstructFrom: 
Trying to split cluster 1 (94803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Entering Unmasked Estep 
Score: -12707705.000000 Penalty: 2841.969971
	Iteration 0F: 2 clusters Score -1.27077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -12644306.000000 Penalty: 5683.939941
	Iteration 0F: 3 clusters Score -1.264431e+07 nChanged 44852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -12670369.000000 Penalty: 5683.939941
	Iteration 1F: 3 clusters Score -1.267037e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -12672015.000000 Penalty: 5683.939941
	Iteration 2Q: 3 clusters Score -1.267202e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -12674502.000000 Penalty: 5683.939941
	Iteration 3F: 3 clusters Score -1.26745e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -12678368.000000 Penalty: 5683.939941
	Iteration 4F: 3 clusters Score -1.267837e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -12684466.000000 Penalty: 5683.939941
	Iteration 5F: 3 clusters Score -1.268447e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -12691522.000000 Penalty: 5683.939941
	Iteration 6F: 3 clusters Score -1.269152e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -12697449.000000 Penalty: 5683.939941
	Iteration 7F: 3 clusters Score -1.269745e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -12701223.000000 Penalty: 5683.939941
	Iteration 8Q: 3 clusters Score -1.270122e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -12703298.000000 Penalty: 5683.939941
	Iteration 9Q: 3 clusters Score -1.27033e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -12704252.000000 Penalty: 5683.939941
	Iteration 10Q: 3 clusters Score -1.270425e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -12704605.000000 Penalty: 5683.939941
	Iteration 11Q: 3 clusters Score -1.27046e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -12704783.000000 Penalty: 5683.939941
	Iteration 12Q: 3 clusters Score -1.270478e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -12704859.000000 Penalty: 5683.939941
	Iteration 13Q: 3 clusters Score -1.270486e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -12704900.000000 Penalty: 5683.939941
	Iteration 14Q: 3 clusters Score -1.27049e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89707 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -12704975.000000 Penalty: 5683.939941
	Iteration 15Q: 3 clusters Score -1.270498e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -12705038.000000 Penalty: 5683.939941
	Iteration 16Q: 3 clusters Score -1.270504e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -12705074.000000 Penalty: 5683.939941
	Iteration 17Q: 3 clusters Score -1.270507e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -12705119.000000 Penalty: 5683.939941
	Iteration 18Q: 3 clusters Score -1.270512e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -12705140.000000 Penalty: 5683.939941
	Iteration 19Q: 3 clusters Score -1.270514e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -12705178.000000 Penalty: 5683.939941
	Iteration 20F: 3 clusters Score -1.270518e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -12705202.000000 Penalty: 5683.939941
	Iteration 21Q: 3 clusters Score -1.27052e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -12705197.000000 Penalty: 5683.939941
	Iteration 22Q: 3 clusters Score -1.27052e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -12705213.000000 Penalty: 5683.939941
	Iteration 23Q: 3 clusters Score -1.270521e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -12705206.000000 Penalty: 5683.939941
	Iteration 24Q: 3 clusters Score -1.270521e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -12705227.000000 Penalty: 5683.939941
	Iteration 25Q: 3 clusters Score -1.270523e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -12705230.000000 Penalty: 5683.939941
	Iteration 26Q: 3 clusters Score -1.270523e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -12705254.000000 Penalty: 5683.939941
	Iteration 27Q: 3 clusters Score -1.270525e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -12705256.000000 Penalty: 5683.939941
	Iteration 28Q: 3 clusters Score -1.270526e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91154 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -12705251.000000 Penalty: 5683.939941
	Iteration 29Q: 3 clusters Score -1.270525e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -12705303.000000 Penalty: 5683.939941
	Iteration 30Q: 3 clusters Score -1.27053e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91278 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -12705308.000000 Penalty: 5683.939941
	Iteration 31Q: 3 clusters Score -1.270531e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -12705305.000000 Penalty: 5683.939941
	Iteration 32Q: 3 clusters Score -1.27053e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -12705293.000000 Penalty: 5683.939941
	Iteration 33Q: 3 clusters Score -1.270529e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -12705307.000000 Penalty: 5683.939941
	Iteration 34Q: 3 clusters Score -1.270531e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -12705305.000000 Penalty: 5683.939941
	Iteration 35Q: 3 clusters Score -1.27053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -12705312.000000 Penalty: 5683.939941
	Iteration 36Q: 3 clusters Score -1.270531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -12705317.000000 Penalty: 5683.939941
	Iteration 37Q: 3 clusters Score -1.270532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -12705334.000000 Penalty: 5683.939941
	Iteration 38Q: 3 clusters Score -1.270533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -12705336.000000 Penalty: 5683.939941
	Iteration 39Q: 3 clusters Score -1.270534e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -12705337.000000 Penalty: 5683.939941
	Iteration 40F: 3 clusters Score -1.270534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -12705323.000000 Penalty: 5683.939941
	Iteration 41Q: 3 clusters Score -1.270532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91684 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -12705332.000000 Penalty: 5683.939941
	Iteration 42Q: 3 clusters Score -1.270533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -12705334.000000 Penalty: 5683.939941
	Iteration 43Q: 3 clusters Score -1.270533e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -12705336.000000 Penalty: 5683.939941
	Iteration 44Q: 3 clusters Score -1.270534e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91758 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -12705341.000000 Penalty: 5683.939941
	Iteration 45Q: 3 clusters Score -1.270534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91776 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -12705362.000000 Penalty: 5683.939941
	Iteration 46Q: 3 clusters Score -1.270536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -12705347.000000 Penalty: 5683.939941
	Iteration 47Q: 3 clusters Score -1.270535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91814 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -12705345.000000 Penalty: 5683.939941
	Iteration 48Q: 3 clusters Score -1.270534e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -12705366.000000 Penalty: 5683.939941
	Iteration 49Q: 3 clusters Score -1.270537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -12705384.000000 Penalty: 5683.939941
	Iteration 50Q: 3 clusters Score -1.270538e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -12705378.000000 Penalty: 5683.939941
	Iteration 51Q: 3 clusters Score -1.270538e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -12705401.000000 Penalty: 5683.939941
	Iteration 52Q: 3 clusters Score -1.27054e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -12705422.000000 Penalty: 5683.939941
	Iteration 53Q: 3 clusters Score -1.270542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91982 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -12705421.000000 Penalty: 5683.939941
	Iteration 54Q: 3 clusters Score -1.270542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -12705432.000000 Penalty: 5683.939941
	Iteration 55Q: 3 clusters Score -1.270543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -12705454.000000 Penalty: 5683.939941
	Iteration 56Q: 3 clusters Score -1.270545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92046 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -12705428.000000 Penalty: 5683.939941
	Iteration 57Q: 3 clusters Score -1.270543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -12705439.000000 Penalty: 5683.939941
	Iteration 58Q: 3 clusters Score -1.270544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -12705422.000000 Penalty: 5683.939941
	Iteration 59Q: 3 clusters Score -1.270542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -12705414.000000 Penalty: 5683.939941
	Iteration 60F: 3 clusters Score -1.270541e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -12705428.000000 Penalty: 5683.939941
	Iteration 61Q: 3 clusters Score -1.270543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -12705433.000000 Penalty: 5683.939941
	Iteration 62Q: 3 clusters Score -1.270543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92176 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -12705455.000000 Penalty: 5683.939941
	Iteration 63Q: 3 clusters Score -1.270546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -12705436.000000 Penalty: 5683.939941
	Iteration 64Q: 3 clusters Score -1.270544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -12705450.000000 Penalty: 5683.939941
	Iteration 65Q: 3 clusters Score -1.270545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -12705458.000000 Penalty: 5683.939941
	Iteration 66Q: 3 clusters Score -1.270546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92222 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -12705464.000000 Penalty: 5683.939941
	Iteration 67Q: 3 clusters Score -1.270546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -12705466.000000 Penalty: 5683.939941
	Iteration 68Q: 3 clusters Score -1.270547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -12705475.000000 Penalty: 5683.939941
	Iteration 69Q: 3 clusters Score -1.270548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92250 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -12705481.000000 Penalty: 5683.939941
	Iteration 70Q: 3 clusters Score -1.270548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92256 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -12705476.000000 Penalty: 5683.939941
	Iteration 71Q: 3 clusters Score -1.270548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -12705470.000000 Penalty: 5683.939941
	Iteration 72Q: 3 clusters Score -1.270547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -12705462.000000 Penalty: 5683.939941
	Iteration 73Q: 3 clusters Score -1.270546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -12705465.000000 Penalty: 5683.939941
	Iteration 74Q: 3 clusters Score -1.270546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -12705469.000000 Penalty: 5683.939941
	Iteration 75Q: 3 clusters Score -1.270547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -12705474.000000 Penalty: 5683.939941
	Iteration 76Q: 3 clusters Score -1.270547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -12705478.000000 Penalty: 5683.939941
	Iteration 77Q: 3 clusters Score -1.270548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92279 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -12705478.000000 Penalty: 5683.939941
	Iteration 78Q: 3 clusters Score -1.270548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -12705482.000000 Penalty: 5683.939941
	Iteration 79Q: 3 clusters Score -1.270548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -12705481.000000 Penalty: 5683.939941
	Iteration 80F: 3 clusters Score -1.270548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92284 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12705481.000000 Penalty: 5683.939941
	Iteration 81Q: 3 clusters Score -1.270548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92284 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12705481.000000 Penalty: 5683.939941
	Iteration 82F: 3 clusters Score -1.270548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -262531.000000 Penalty: 1886.507324
	Iteration 0F: 2 clusters Score -262531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -259906.453125 Penalty: 3773.014648
	Iteration 0F: 3 clusters Score -259906.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -260430.281250 Penalty: 3773.014648
	Iteration 1F: 3 clusters Score -260430.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -260661.906250 Penalty: 3773.014648
	Iteration 2F: 3 clusters Score -260661.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -260852.265625 Penalty: 3773.014648
	Iteration 3F: 3 clusters Score -260852.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -260990.859375 Penalty: 3773.014648
	Iteration 4F: 3 clusters Score -260990.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -261085.859375 Penalty: 3773.014648
	Iteration 5Q: 3 clusters Score -261085.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -261160.875000 Penalty: 3773.014648
	Iteration 6Q: 3 clusters Score -261160.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -261239.390625 Penalty: 3773.014648
	Iteration 7Q: 3 clusters Score -261239.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -261305.218750 Penalty: 3773.014648
	Iteration 8Q: 3 clusters Score -261305.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -261371.578125 Penalty: 3773.014648
	Iteration 9Q: 3 clusters Score -261371.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -261428.562500 Penalty: 3773.014648
	Iteration 10Q: 3 clusters Score -261428.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -261488.812500 Penalty: 3773.014648
	Iteration 11Q: 3 clusters Score -261488.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -261532.828125 Penalty: 3773.014648
	Iteration 12Q: 3 clusters Score -261532.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -261563.812500 Penalty: 3773.014648
	Iteration 13Q: 3 clusters Score -261563.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -261590.328125 Penalty: 3773.014648
	Iteration 14Q: 3 clusters Score -261590.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -261610.234375 Penalty: 3773.014648
	Iteration 15Q: 3 clusters Score -261610.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -261623.062500 Penalty: 3773.014648
	Iteration 16Q: 3 clusters Score -261623.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -261635.671875 Penalty: 3773.014648
	Iteration 17Q: 3 clusters Score -261635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -261648.328125 Penalty: 3773.014648
	Iteration 18Q: 3 clusters Score -261648.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -261655.609375 Penalty: 3773.014648
	Iteration 19Q: 3 clusters Score -261655.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -261662.781250 Penalty: 3773.014648
	Iteration 20F: 3 clusters Score -261662.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -261674.671875 Penalty: 3773.014648
	Iteration 21Q: 3 clusters Score -261674.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -261683.390625 Penalty: 3773.014648
	Iteration 22Q: 3 clusters Score -261683.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -261694.312500 Penalty: 3773.014648
	Iteration 23Q: 3 clusters Score -261694.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -261701.765625 Penalty: 3773.014648
	Iteration 24Q: 3 clusters Score -261701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -261705.984375 Penalty: 3773.014648
	Iteration 25Q: 3 clusters Score -261706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -261712.437500 Penalty: 3773.014648
	Iteration 26Q: 3 clusters Score -261712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -261715.953125 Penalty: 3773.014648
	Iteration 27Q: 3 clusters Score -261716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -261719.312500 Penalty: 3773.014648
	Iteration 28Q: 3 clusters Score -261719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -261723.453125 Penalty: 3773.014648
	Iteration 29Q: 3 clusters Score -261723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -261726.640625 Penalty: 3773.014648
	Iteration 30Q: 3 clusters Score -261726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -261730.531250 Penalty: 3773.014648
	Iteration 31Q: 3 clusters Score -261730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -261732.234375 Penalty: 3773.014648
	Iteration 32Q: 3 clusters Score -261732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -261735.281250 Penalty: 3773.014648
	Iteration 33Q: 3 clusters Score -261735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -261735.500000 Penalty: 3773.014648
	Iteration 34Q: 3 clusters Score -261735.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -261735.500000 Penalty: 3773.014648
	Iteration 35F: 3 clusters Score -261735.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Entering Unmasked Estep 
Score: -1141142.625000 Penalty: 2242.719238
	Iteration 0F: 2 clusters Score -1141143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1134449.875000 Penalty: 4485.438477
	Iteration 0F: 3 clusters Score -1134450 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1136455.750000 Penalty: 4485.438477
	Iteration 1F: 3 clusters Score -1136456 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1136885.750000 Penalty: 4485.438477
	Iteration 2F: 3 clusters Score -1136886 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1137193.250000 Penalty: 4485.438477
	Iteration 3F: 3 clusters Score -1137193 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1137500.750000 Penalty: 4485.438477
	Iteration 4F: 3 clusters Score -1137501 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1137749.875000 Penalty: 4485.438477
	Iteration 5F: 3 clusters Score -1137750 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1137980.125000 Penalty: 4485.438477
	Iteration 6Q: 3 clusters Score -1137980 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1138186.375000 Penalty: 4485.438477
	Iteration 7Q: 3 clusters Score -1138186 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1138340.875000 Penalty: 4485.438477
	Iteration 8Q: 3 clusters Score -1138341 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1138453.375000 Penalty: 4485.438477
	Iteration 9Q: 3 clusters Score -1138453 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1138544.250000 Penalty: 4485.438477
	Iteration 10Q: 3 clusters Score -1138544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1138627.000000 Penalty: 4485.438477
	Iteration 11Q: 3 clusters Score -1138627 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1138696.250000 Penalty: 4485.438477
	Iteration 12Q: 3 clusters Score -1138696 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1138771.125000 Penalty: 4485.438477
	Iteration 13Q: 3 clusters Score -1138771 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1138830.375000 Penalty: 4485.438477
	Iteration 14Q: 3 clusters Score -1138830 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1138887.875000 Penalty: 4485.438477
	Iteration 15Q: 3 clusters Score -1138888 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1138940.250000 Penalty: 4485.438477
	Iteration 16Q: 3 clusters Score -1138940 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1138988.000000 Penalty: 4485.438477
	Iteration 17Q: 3 clusters Score -1138988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1139027.625000 Penalty: 4485.438477
	Iteration 18Q: 3 clusters Score -1139028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1139070.625000 Penalty: 4485.438477
	Iteration 19Q: 3 clusters Score -1139071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1139101.000000 Penalty: 4485.438477
	Iteration 20F: 3 clusters Score -1139101 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1139136.250000 Penalty: 4485.438477
	Iteration 21Q: 3 clusters Score -1139136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1139162.250000 Penalty: 4485.438477
	Iteration 22Q: 3 clusters Score -1139162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1139191.875000 Penalty: 4485.438477
	Iteration 23Q: 3 clusters Score -1139192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1139230.500000 Penalty: 4485.438477
	Iteration 24Q: 3 clusters Score -1139230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1139257.750000 Penalty: 4485.438477
	Iteration 25Q: 3 clusters Score -1139258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1139283.750000 Penalty: 4485.438477
	Iteration 26Q: 3 clusters Score -1139284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1139316.625000 Penalty: 4485.438477
	Iteration 27Q: 3 clusters Score -1139317 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1139338.875000 Penalty: 4485.438477
	Iteration 28Q: 3 clusters Score -1139339 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1139362.250000 Penalty: 4485.438477
	Iteration 29Q: 3 clusters Score -1139362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1139387.375000 Penalty: 4485.438477
	Iteration 30Q: 3 clusters Score -1139387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1139410.500000 Penalty: 4485.438477
	Iteration 31Q: 3 clusters Score -1139410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1139427.625000 Penalty: 4485.438477
	Iteration 32Q: 3 clusters Score -1139428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1139444.625000 Penalty: 4485.438477
	Iteration 33Q: 3 clusters Score -1139445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1139453.000000 Penalty: 4485.438477
	Iteration 34Q: 3 clusters Score -1139453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1139469.500000 Penalty: 4485.438477
	Iteration 35Q: 3 clusters Score -1139470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1139480.750000 Penalty: 4485.438477
	Iteration 36Q: 3 clusters Score -1139481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1139500.875000 Penalty: 4485.438477
	Iteration 37Q: 3 clusters Score -1139501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1139520.625000 Penalty: 4485.438477
	Iteration 38Q: 3 clusters Score -1139521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1139534.500000 Penalty: 4485.438477
	Iteration 39Q: 3 clusters Score -1139534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1139543.000000 Penalty: 4485.438477
	Iteration 40F: 3 clusters Score -1139543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1139555.125000 Penalty: 4485.438477
	Iteration 41Q: 3 clusters Score -1139555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1139562.000000 Penalty: 4485.438477
	Iteration 42Q: 3 clusters Score -1139562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1139568.000000 Penalty: 4485.438477
	Iteration 43Q: 3 clusters Score -1139568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1139576.875000 Penalty: 4485.438477
	Iteration 44Q: 3 clusters Score -1139577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1139583.250000 Penalty: 4485.438477
	Iteration 45Q: 3 clusters Score -1139583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1139592.375000 Penalty: 4485.438477
	Iteration 46Q: 3 clusters Score -1139592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1139594.250000 Penalty: 4485.438477
	Iteration 47Q: 3 clusters Score -1139594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1139596.625000 Penalty: 4485.438477
	Iteration 48Q: 3 clusters Score -1139597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1139600.625000 Penalty: 4485.438477
	Iteration 49Q: 3 clusters Score -1139601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1139605.250000 Penalty: 4485.438477
	Iteration 50Q: 3 clusters Score -1139605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1139605.000000 Penalty: 4485.438477
	Iteration 51Q: 3 clusters Score -1139605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1139606.625000 Penalty: 4485.438477
	Iteration 52Q: 3 clusters Score -1139607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1139607.125000 Penalty: 4485.438477
	Iteration 53Q: 3 clusters Score -1139607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1139607.375000 Penalty: 4485.438477
	Iteration 54Q: 3 clusters Score -1139607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1139607.000000 Penalty: 4485.438477
	Iteration 55Q: 3 clusters Score -1139607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1139606.500000 Penalty: 4485.438477
	Iteration 56Q: 3 clusters Score -1139606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1139607.250000 Penalty: 4485.438477
	Iteration 57Q: 3 clusters Score -1139607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1139611.375000 Penalty: 4485.438477
	Iteration 58Q: 3 clusters Score -1139611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1139609.500000 Penalty: 4485.438477
	Iteration 59Q: 3 clusters Score -1139610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1139609.625000 Penalty: 4485.438477
	Iteration 60F: 3 clusters Score -1139610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Entering Unmasked Estep 
Score: -6316687.000000 Penalty: 2666.291992
	Iteration 0F: 2 clusters Score -6316687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -6285385.000000 Penalty: 5332.583984
	Iteration 0F: 3 clusters Score -6285385 nChanged 21514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -6297266.500000 Penalty: 5332.583984
	Iteration 1F: 3 clusters Score -6297266 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -6298018.500000 Penalty: 5332.583984
	Iteration 2Q: 3 clusters Score -6298018 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -6298975.000000 Penalty: 5332.583984
	Iteration 3Q: 3 clusters Score -6298975 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -6300296.000000 Penalty: 5332.583984
	Iteration 4F: 3 clusters Score -6300296 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -6302219.000000 Penalty: 5332.583984
	Iteration 5F: 3 clusters Score -6302219 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -6305047.000000 Penalty: 5332.583984
	Iteration 6F: 3 clusters Score -6305047 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -6308438.000000 Penalty: 5332.583984
	Iteration 7F: 3 clusters Score -6308438 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -6311465.500000 Penalty: 5332.583984
	Iteration 8F: 3 clusters Score -6311466 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6313229.000000 Penalty: 5332.583984
	Iteration 9Q: 3 clusters Score -6313229 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6314076.500000 Penalty: 5332.583984
	Iteration 10Q: 3 clusters Score -6314076 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6314407.000000 Penalty: 5332.583984
	Iteration 11Q: 3 clusters Score -6314407 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6314562.500000 Penalty: 5332.583984
	Iteration 12Q: 3 clusters Score -6314562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6314637.500000 Penalty: 5332.583984
	Iteration 13Q: 3 clusters Score -6314638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6314676.000000 Penalty: 5332.583984
	Iteration 14Q: 3 clusters Score -6314676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6314688.500000 Penalty: 5332.583984
	Iteration 15Q: 3 clusters Score -6314688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6314696.500000 Penalty: 5332.583984
	Iteration 16Q: 3 clusters Score -6314696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6314709.500000 Penalty: 5332.583984
	Iteration 17Q: 3 clusters Score -6314710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6314718.500000 Penalty: 5332.583984
	Iteration 18Q: 3 clusters Score -6314718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6314712.000000 Penalty: 5332.583984
	Iteration 19Q: 3 clusters Score -6314712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6314713.000000 Penalty: 5332.583984
	Iteration 20F: 3 clusters Score -6314713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6314716.000000 Penalty: 5332.583984
	Iteration 21Q: 3 clusters Score -6314716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6314716.000000 Penalty: 5332.583984
	Iteration 22F: 3 clusters Score -6314716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -175719.453125 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -175719.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -173483.531250 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -173483.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -173896.218750 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -173896.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174048.562500 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -174048.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -174130.359375 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -174130.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -174196.171875 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -174196.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -174256.500000 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -174256.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -174294.515625 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -174294.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -174335.171875 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -174335.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -174360.093750 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -174360.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -174374.015625 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -174374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -174379.453125 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -174379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -174383.921875 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -174383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -174393.953125 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -174394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -174408.234375 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -174408.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -174426.156250 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -174426.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -174437.750000 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -174437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -174452.359375 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -174452.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -174457.015625 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -174457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -174462.734375 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -174462.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -174471.953125 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -174472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -174479.406250 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -174479.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -174488.500000 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -174488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -174491.609375 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -174491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -174498.781250 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -174498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -174504.359375 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -174504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -174508.390625 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -174508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -174512.531250 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -174512.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -174516.140625 Penalty: 3592.782471
	Iteration 27Q: 3 clusters Score -174516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -174517.718750 Penalty: 3592.782471
	Iteration 28Q: 3 clusters Score -174517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -174517.718750 Penalty: 3592.782471
	Iteration 29F: 3 clusters Score -174517.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Entering Unmasked Estep 
Score: -4129714.500000 Penalty: 2559.880371
	Iteration 0F: 2 clusters Score -4129714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -4109022.000000 Penalty: 5119.760742
	Iteration 0F: 3 clusters Score -4109022 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4116281.750000 Penalty: 5119.760742
	Iteration 1F: 3 clusters Score -4116282 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -4116660.500000 Penalty: 5119.760742
	Iteration 2Q: 3 clusters Score -4116660 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4116974.500000 Penalty: 5119.760742
	Iteration 3Q: 3 clusters Score -4116974 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4117275.000000 Penalty: 5119.760742
	Iteration 4Q: 3 clusters Score -4117275 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4117644.000000 Penalty: 5119.760742
	Iteration 5Q: 3 clusters Score -4117644 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4118250.500000 Penalty: 5119.760742
	Iteration 6Q: 3 clusters Score -4118250 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -4119301.750000 Penalty: 5119.760742
	Iteration 7F: 3 clusters Score -4119302 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4120861.500000 Penalty: 5119.760742
	Iteration 8F: 3 clusters Score -4120862 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -4122912.500000 Penalty: 5119.760742
	Iteration 9F: 3 clusters Score -4122912 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -4124980.750000 Penalty: 5119.760742
	Iteration 10F: 3 clusters Score -4124981 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4126359.500000 Penalty: 5119.760742
	Iteration 11Q: 3 clusters Score -4126360 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -4126946.000000 Penalty: 5119.760742
	Iteration 12Q: 3 clusters Score -4126946 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -4127200.000000 Penalty: 5119.760742
	Iteration 13Q: 3 clusters Score -4127200 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -4127329.500000 Penalty: 5119.760742
	Iteration 14Q: 3 clusters Score -4127330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -4127389.250000 Penalty: 5119.760742
	Iteration 15Q: 3 clusters Score -4127389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4127443.750000 Penalty: 5119.760742
	Iteration 16Q: 3 clusters Score -4127444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4127473.500000 Penalty: 5119.760742
	Iteration 17Q: 3 clusters Score -4127474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4127483.500000 Penalty: 5119.760742
	Iteration 18Q: 3 clusters Score -4127484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -4127488.250000 Penalty: 5119.760742
	Iteration 19Q: 3 clusters Score -4127488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -4127488.250000 Penalty: 5119.760742
	Iteration 20F: 3 clusters Score -4127488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (178240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178240 members 
Entering Unmasked Estep 
Score: -23850078.000000 Penalty: 2998.539795
	Iteration 0F: 2 clusters Score -2.385008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -23734632.000000 Penalty: 5997.079590
	Iteration 0F: 3 clusters Score -2.373463e+07 nChanged 85425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 85578 members 
Entering Unmasked Estep 
Score: -23784706.000000 Penalty: 5997.079590
	Iteration 1F: 3 clusters Score -2.378471e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94581 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -23786176.000000 Penalty: 5997.079590
	Iteration 2Q: 3 clusters Score -2.378618e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -23787870.000000 Penalty: 5997.079590
	Iteration 3Q: 3 clusters Score -2.378787e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101622 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -23790566.000000 Penalty: 5997.079590
	Iteration 4Q: 3 clusters Score -2.379057e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -23794832.000000 Penalty: 5997.079590
	Iteration 5F: 3 clusters Score -2.379483e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115777 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -23801270.000000 Penalty: 5997.079590
	Iteration 6F: 3 clusters Score -2.380127e+07 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125919 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -23810250.000000 Penalty: 5997.079590
	Iteration 7F: 3 clusters Score -2.381025e+07 nChanged 13154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137151 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -23820990.000000 Penalty: 5997.079590
	Iteration 8F: 3 clusters Score -2.382099e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147255 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -23831422.000000 Penalty: 5997.079590
	Iteration 9F: 3 clusters Score -2.383142e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -23839288.000000 Penalty: 5997.079590
	Iteration 10Q: 3 clusters Score -2.383929e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -23844420.000000 Penalty: 5997.079590
	Iteration 11Q: 3 clusters Score -2.384442e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160127 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -23846680.000000 Penalty: 5997.079590
	Iteration 12Q: 3 clusters Score -2.384668e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161634 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -23847736.000000 Penalty: 5997.079590
	Iteration 13Q: 3 clusters Score -2.384774e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162882 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -23848128.000000 Penalty: 5997.079590
	Iteration 14Q: 3 clusters Score -2.384813e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -23848324.000000 Penalty: 5997.079590
	Iteration 15Q: 3 clusters Score -2.384832e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164933 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -23848616.000000 Penalty: 5997.079590
	Iteration 16Q: 3 clusters Score -2.384862e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -23848792.000000 Penalty: 5997.079590
	Iteration 17Q: 3 clusters Score -2.384879e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166569 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -23848906.000000 Penalty: 5997.079590
	Iteration 18Q: 3 clusters Score -2.384891e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167276 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -23848846.000000 Penalty: 5997.079590
	Iteration 19Q: 3 clusters Score -2.384885e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167866 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -23848798.000000 Penalty: 5997.079590
	Iteration 20F: 3 clusters Score -2.38488e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168396 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -23848788.000000 Penalty: 5997.079590
	Iteration 21Q: 3 clusters Score -2.384879e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168912 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -23848736.000000 Penalty: 5997.079590
	Iteration 22Q: 3 clusters Score -2.384874e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169377 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -23848748.000000 Penalty: 5997.079590
	Iteration 23Q: 3 clusters Score -2.384875e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169823 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -23848668.000000 Penalty: 5997.079590
	Iteration 24Q: 3 clusters Score -2.384867e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170255 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -23848712.000000 Penalty: 5997.079590
	Iteration 25Q: 3 clusters Score -2.384871e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -23848688.000000 Penalty: 5997.079590
	Iteration 26Q: 3 clusters Score -2.384869e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170980 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -23848672.000000 Penalty: 5997.079590
	Iteration 27Q: 3 clusters Score -2.384867e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171270 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -23848722.000000 Penalty: 5997.079590
	Iteration 28Q: 3 clusters Score -2.384872e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171527 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -23848682.000000 Penalty: 5997.079590
	Iteration 29Q: 3 clusters Score -2.384868e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171788 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -23848600.000000 Penalty: 5997.079590
	Iteration 30Q: 3 clusters Score -2.38486e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171993 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -23848614.000000 Penalty: 5997.079590
	Iteration 31Q: 3 clusters Score -2.384861e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172194 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -23848626.000000 Penalty: 5997.079590
	Iteration 32Q: 3 clusters Score -2.384863e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172394 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -23848626.000000 Penalty: 5997.079590
	Iteration 33Q: 3 clusters Score -2.384863e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172582 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -23848612.000000 Penalty: 5997.079590
	Iteration 34Q: 3 clusters Score -2.384861e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172769 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -23848556.000000 Penalty: 5997.079590
	Iteration 35Q: 3 clusters Score -2.384856e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -23848460.000000 Penalty: 5997.079590
	Iteration 36Q: 3 clusters Score -2.384846e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173149 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -23848410.000000 Penalty: 5997.079590
	Iteration 37Q: 3 clusters Score -2.384841e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173320 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -23848428.000000 Penalty: 5997.079590
	Iteration 38Q: 3 clusters Score -2.384843e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173492 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -23848394.000000 Penalty: 5997.079590
	Iteration 39Q: 3 clusters Score -2.384839e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173641 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -23848364.000000 Penalty: 5997.079590
	Iteration 40F: 3 clusters Score -2.384836e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173788 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -23848330.000000 Penalty: 5997.079590
	Iteration 41Q: 3 clusters Score -2.384833e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173934 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -23848300.000000 Penalty: 5997.079590
	Iteration 42Q: 3 clusters Score -2.38483e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174082 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -23848314.000000 Penalty: 5997.079590
	Iteration 43Q: 3 clusters Score -2.384831e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174231 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -23848310.000000 Penalty: 5997.079590
	Iteration 44Q: 3 clusters Score -2.384831e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174374 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -23848300.000000 Penalty: 5997.079590
	Iteration 45Q: 3 clusters Score -2.38483e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174495 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -23848282.000000 Penalty: 5997.079590
	Iteration 46Q: 3 clusters Score -2.384828e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174614 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -23848238.000000 Penalty: 5997.079590
	Iteration 47Q: 3 clusters Score -2.384824e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -23848248.000000 Penalty: 5997.079590
	Iteration 48Q: 3 clusters Score -2.384825e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174810 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -23848244.000000 Penalty: 5997.079590
	Iteration 49Q: 3 clusters Score -2.384824e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174910 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -23848202.000000 Penalty: 5997.079590
	Iteration 50Q: 3 clusters Score -2.38482e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174996 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -23848202.000000 Penalty: 5997.079590
	Iteration 51Q: 3 clusters Score -2.38482e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175064 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -23848192.000000 Penalty: 5997.079590
	Iteration 52Q: 3 clusters Score -2.384819e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175115 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -23848180.000000 Penalty: 5997.079590
	Iteration 53Q: 3 clusters Score -2.384818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175153 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -23848168.000000 Penalty: 5997.079590
	Iteration 54Q: 3 clusters Score -2.384817e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175191 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -23848158.000000 Penalty: 5997.079590
	Iteration 55Q: 3 clusters Score -2.384816e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175225 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -23848148.000000 Penalty: 5997.079590
	Iteration 56Q: 3 clusters Score -2.384815e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175258 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -23848152.000000 Penalty: 5997.079590
	Iteration 57Q: 3 clusters Score -2.384815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175290 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -23848146.000000 Penalty: 5997.079590
	Iteration 58Q: 3 clusters Score -2.384815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175317 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -23848150.000000 Penalty: 5997.079590
	Iteration 59Q: 3 clusters Score -2.384815e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175345 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -23848158.000000 Penalty: 5997.079590
	Iteration 60F: 3 clusters Score -2.384816e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175369 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -23848152.000000 Penalty: 5997.079590
	Iteration 61Q: 3 clusters Score -2.384815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175384 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -23848154.000000 Penalty: 5997.079590
	Iteration 62Q: 3 clusters Score -2.384815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -23848162.000000 Penalty: 5997.079590
	Iteration 63Q: 3 clusters Score -2.384816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175405 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -23848152.000000 Penalty: 5997.079590
	Iteration 64Q: 3 clusters Score -2.384815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175413 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -23848152.000000 Penalty: 5997.079590
	Iteration 65Q: 3 clusters Score -2.384815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175422 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -23848160.000000 Penalty: 5997.079590
	Iteration 66Q: 3 clusters Score -2.384816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -23848140.000000 Penalty: 5997.079590
	Iteration 67Q: 3 clusters Score -2.384814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175449 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -23848124.000000 Penalty: 5997.079590
	Iteration 68Q: 3 clusters Score -2.384812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175460 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -23848124.000000 Penalty: 5997.079590
	Iteration 69Q: 3 clusters Score -2.384812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175469 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -23848138.000000 Penalty: 5997.079590
	Iteration 70Q: 3 clusters Score -2.384814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175479 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -23848156.000000 Penalty: 5997.079590
	Iteration 71Q: 3 clusters Score -2.384816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175491 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -23848158.000000 Penalty: 5997.079590
	Iteration 72Q: 3 clusters Score -2.384816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175507 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -23848148.000000 Penalty: 5997.079590
	Iteration 73Q: 3 clusters Score -2.384815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175522 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -23848144.000000 Penalty: 5997.079590
	Iteration 74Q: 3 clusters Score -2.384814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -23848158.000000 Penalty: 5997.079590
	Iteration 75Q: 3 clusters Score -2.384816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175541 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -23848132.000000 Penalty: 5997.079590
	Iteration 76Q: 3 clusters Score -2.384813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175559 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -23848150.000000 Penalty: 5997.079590
	Iteration 77Q: 3 clusters Score -2.384815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175577 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -23848156.000000 Penalty: 5997.079590
	Iteration 78Q: 3 clusters Score -2.384816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175591 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -23848130.000000 Penalty: 5997.079590
	Iteration 79Q: 3 clusters Score -2.384813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175603 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -23848146.000000 Penalty: 5997.079590
	Iteration 80F: 3 clusters Score -2.384815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175613 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -23848152.000000 Penalty: 5997.079590
	Iteration 81Q: 3 clusters Score -2.384815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175622 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -23848146.000000 Penalty: 5997.079590
	Iteration 82Q: 3 clusters Score -2.384815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -23848154.000000 Penalty: 5997.079590
	Iteration 83Q: 3 clusters Score -2.384815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175633 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -23848128.000000 Penalty: 5997.079590
	Iteration 84Q: 3 clusters Score -2.384813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -23848134.000000 Penalty: 5997.079590
	Iteration 85Q: 3 clusters Score -2.384813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175642 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -23848138.000000 Penalty: 5997.079590
	Iteration 86Q: 3 clusters Score -2.384814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175649 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -23848130.000000 Penalty: 5997.079590
	Iteration 87Q: 3 clusters Score -2.384813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175661 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -23848132.000000 Penalty: 5997.079590
	Iteration 88Q: 3 clusters Score -2.384813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175668 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -23848138.000000 Penalty: 5997.079590
	Iteration 89Q: 3 clusters Score -2.384814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175677 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -23848108.000000 Penalty: 5997.079590
	Iteration 90Q: 3 clusters Score -2.384811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -23848112.000000 Penalty: 5997.079590
	Iteration 91Q: 3 clusters Score -2.384811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175696 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -23848110.000000 Penalty: 5997.079590
	Iteration 92Q: 3 clusters Score -2.384811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175700 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -23848110.000000 Penalty: 5997.079590
	Iteration 93Q: 3 clusters Score -2.384811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175706 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -23848114.000000 Penalty: 5997.079590
	Iteration 94Q: 3 clusters Score -2.384811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -23848118.000000 Penalty: 5997.079590
	Iteration 95Q: 3 clusters Score -2.384812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -23848116.000000 Penalty: 5997.079590
	Iteration 96Q: 3 clusters Score -2.384812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175721 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -23848126.000000 Penalty: 5997.079590
	Iteration 97Q: 3 clusters Score -2.384813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175722 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -23848122.000000 Penalty: 5997.079590
	Iteration 98Q: 3 clusters Score -2.384812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175725 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -23848108.000000 Penalty: 5997.079590
	Iteration 99Q: 3 clusters Score -2.384811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175729 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -23848122.000000 Penalty: 5997.079590
	Iteration 100F: 3 clusters Score -2.384812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175733 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -23848132.000000 Penalty: 5997.079590
	Iteration 101Q: 3 clusters Score -2.384813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175734 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -23848132.000000 Penalty: 5997.079590
	Iteration 102Q: 3 clusters Score -2.384813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175735 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -23848116.000000 Penalty: 5997.079590
	Iteration 103Q: 3 clusters Score -2.384812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175739 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -23848118.000000 Penalty: 5997.079590
	Iteration 104Q: 3 clusters Score -2.384812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175743 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -23848126.000000 Penalty: 5997.079590
	Iteration 105Q: 3 clusters Score -2.384813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175747 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -23848124.000000 Penalty: 5997.079590
	Iteration 106Q: 3 clusters Score -2.384812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175748 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -23848126.000000 Penalty: 5997.079590
	Iteration 107Q: 3 clusters Score -2.384813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175754 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -23848108.000000 Penalty: 5997.079590
	Iteration 108Q: 3 clusters Score -2.384811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175761 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -23848104.000000 Penalty: 5997.079590
	Iteration 109Q: 3 clusters Score -2.38481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175764 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -23848096.000000 Penalty: 5997.079590
	Iteration 110Q: 3 clusters Score -2.38481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -23848102.000000 Penalty: 5997.079590
	Iteration 111Q: 3 clusters Score -2.38481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175767 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -23848092.000000 Penalty: 5997.079590
	Iteration 112Q: 3 clusters Score -2.384809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175769 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23848104.000000 Penalty: 5997.079590
	Iteration 113Q: 3 clusters Score -2.38481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175773 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -23848098.000000 Penalty: 5997.079590
	Iteration 114Q: 3 clusters Score -2.38481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175780 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -23848092.000000 Penalty: 5997.079590
	Iteration 115Q: 3 clusters Score -2.384809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175784 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -23848108.000000 Penalty: 5997.079590
	Iteration 116Q: 3 clusters Score -2.384811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175791 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -23848100.000000 Penalty: 5997.079590
	Iteration 117Q: 3 clusters Score -2.38481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175797 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -23848082.000000 Penalty: 5997.079590
	Iteration 118Q: 3 clusters Score -2.384808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175801 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -23848068.000000 Penalty: 5997.079590
	Iteration 119Q: 3 clusters Score -2.384807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175803 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -23848070.000000 Penalty: 5997.079590
	Iteration 120F: 3 clusters Score -2.384807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175806 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -23848070.000000 Penalty: 5997.079590
	Iteration 121Q: 3 clusters Score -2.384807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175810 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -23848062.000000 Penalty: 5997.079590
	Iteration 122Q: 3 clusters Score -2.384806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175817 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -23848066.000000 Penalty: 5997.079590
	Iteration 123Q: 3 clusters Score -2.384807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175822 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -23848066.000000 Penalty: 5997.079590
	Iteration 124Q: 3 clusters Score -2.384807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175827 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -23848072.000000 Penalty: 5997.079590
	Iteration 125Q: 3 clusters Score -2.384807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175831 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -23848078.000000 Penalty: 5997.079590
	Iteration 126Q: 3 clusters Score -2.384808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175833 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -23848062.000000 Penalty: 5997.079590
	Iteration 127Q: 3 clusters Score -2.384806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175836 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -23848050.000000 Penalty: 5997.079590
	Iteration 128Q: 3 clusters Score -2.384805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175839 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -23848050.000000 Penalty: 5997.079590
	Iteration 129Q: 3 clusters Score -2.384805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175844 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -23848052.000000 Penalty: 5997.079590
	Iteration 130Q: 3 clusters Score -2.384805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175846 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -23848036.000000 Penalty: 5997.079590
	Iteration 131Q: 3 clusters Score -2.384804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175848 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -23848056.000000 Penalty: 5997.079590
	Iteration 132Q: 3 clusters Score -2.384806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175850 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -23848048.000000 Penalty: 5997.079590
	Iteration 133Q: 3 clusters Score -2.384805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175851 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -23848044.000000 Penalty: 5997.079590
	Iteration 134Q: 3 clusters Score -2.384804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175854 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -23848044.000000 Penalty: 5997.079590
	Iteration 135Q: 3 clusters Score -2.384804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175857 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -23848036.000000 Penalty: 5997.079590
	Iteration 136Q: 3 clusters Score -2.384804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175859 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -23848012.000000 Penalty: 5997.079590
	Iteration 137Q: 3 clusters Score -2.384801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175861 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -23848026.000000 Penalty: 5997.079590
	Iteration 138Q: 3 clusters Score -2.384803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175865 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -23848012.000000 Penalty: 5997.079590
	Iteration 139Q: 3 clusters Score -2.384801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175866 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -23848008.000000 Penalty: 5997.079590
	Iteration 140F: 3 clusters Score -2.384801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175872 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -23848004.000000 Penalty: 5997.079590
	Iteration 141Q: 3 clusters Score -2.3848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175881 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -23847992.000000 Penalty: 5997.079590
	Iteration 142Q: 3 clusters Score -2.384799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175888 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -23847988.000000 Penalty: 5997.079590
	Iteration 143Q: 3 clusters Score -2.384799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175897 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -23847998.000000 Penalty: 5997.079590
	Iteration 144Q: 3 clusters Score -2.3848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175905 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -23847988.000000 Penalty: 5997.079590
	Iteration 145Q: 3 clusters Score -2.384799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -23847992.000000 Penalty: 5997.079590
	Iteration 146Q: 3 clusters Score -2.384799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175929 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -23847990.000000 Penalty: 5997.079590
	Iteration 147Q: 3 clusters Score -2.384799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175932 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -23847980.000000 Penalty: 5997.079590
	Iteration 148Q: 3 clusters Score -2.384798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175934 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -23847978.000000 Penalty: 5997.079590
	Iteration 149Q: 3 clusters Score -2.384798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175938 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -23847988.000000 Penalty: 5997.079590
	Iteration 150Q: 3 clusters Score -2.384799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175940 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -23847972.000000 Penalty: 5997.079590
	Iteration 151Q: 3 clusters Score -2.384797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175945 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -23847970.000000 Penalty: 5997.079590
	Iteration 152Q: 3 clusters Score -2.384797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175949 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -23847996.000000 Penalty: 5997.079590
	Iteration 153Q: 3 clusters Score -2.3848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175953 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -23848022.000000 Penalty: 5997.079590
	Iteration 154Q: 3 clusters Score -2.384802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175958 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -23848000.000000 Penalty: 5997.079590
	Iteration 155Q: 3 clusters Score -2.3848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175963 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -23847990.000000 Penalty: 5997.079590
	Iteration 156Q: 3 clusters Score -2.384799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175970 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -23847986.000000 Penalty: 5997.079590
	Iteration 157Q: 3 clusters Score -2.384799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175974 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -23847996.000000 Penalty: 5997.079590
	Iteration 158Q: 3 clusters Score -2.3848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175980 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -23847992.000000 Penalty: 5997.079590
	Iteration 159Q: 3 clusters Score -2.384799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175983 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -23847990.000000 Penalty: 5997.079590
	Iteration 160F: 3 clusters Score -2.384799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175985 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -23848000.000000 Penalty: 5997.079590
	Iteration 161Q: 3 clusters Score -2.3848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175987 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -23848006.000000 Penalty: 5997.079590
	Iteration 162Q: 3 clusters Score -2.384801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175990 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -23848000.000000 Penalty: 5997.079590
	Iteration 163Q: 3 clusters Score -2.3848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175992 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -23847988.000000 Penalty: 5997.079590
	Iteration 164Q: 3 clusters Score -2.384799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175995 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -23847990.000000 Penalty: 5997.079590
	Iteration 165Q: 3 clusters Score -2.384799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175997 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -23848000.000000 Penalty: 5997.079590
	Iteration 166Q: 3 clusters Score -2.3848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176000 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -23848006.000000 Penalty: 5997.079590
	Iteration 167Q: 3 clusters Score -2.384801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176004 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -23848006.000000 Penalty: 5997.079590
	Iteration 168Q: 3 clusters Score -2.384801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176011 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -23848012.000000 Penalty: 5997.079590
	Iteration 169Q: 3 clusters Score -2.384801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176022 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -23848000.000000 Penalty: 5997.079590
	Iteration 170Q: 3 clusters Score -2.3848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -23847974.000000 Penalty: 5997.079590
	Iteration 171Q: 3 clusters Score -2.384797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176038 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -23847982.000000 Penalty: 5997.079590
	Iteration 172Q: 3 clusters Score -2.384798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176045 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -23847996.000000 Penalty: 5997.079590
	Iteration 173Q: 3 clusters Score -2.3848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176054 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -23848000.000000 Penalty: 5997.079590
	Iteration 174Q: 3 clusters Score -2.3848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176057 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -23848008.000000 Penalty: 5997.079590
	Iteration 175Q: 3 clusters Score -2.384801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176060 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -23848008.000000 Penalty: 5997.079590
	Iteration 176Q: 3 clusters Score -2.384801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176063 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -23848010.000000 Penalty: 5997.079590
	Iteration 177Q: 3 clusters Score -2.384801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176064 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -23847998.000000 Penalty: 5997.079590
	Iteration 178Q: 3 clusters Score -2.3848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176066 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -23848000.000000 Penalty: 5997.079590
	Iteration 179Q: 3 clusters Score -2.3848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176068 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -23848014.000000 Penalty: 5997.079590
	Iteration 180F: 3 clusters Score -2.384801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176069 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -23848018.000000 Penalty: 5997.079590
	Iteration 181Q: 3 clusters Score -2.384802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176070 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -23848006.000000 Penalty: 5997.079590
	Iteration 182Q: 3 clusters Score -2.384801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176072 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -23848016.000000 Penalty: 5997.079590
	Iteration 183Q: 3 clusters Score -2.384802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176073 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -23848016.000000 Penalty: 5997.079590
	Iteration 184Q: 3 clusters Score -2.384802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176074 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -23848006.000000 Penalty: 5997.079590
	Iteration 185Q: 3 clusters Score -2.384801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176075 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -23848002.000000 Penalty: 5997.079590
	Iteration 186Q: 3 clusters Score -2.3848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176075 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -23848002.000000 Penalty: 5997.079590
	Iteration 187F: 3 clusters Score -2.3848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Entering Unmasked Estep 
Score: -8118053.000000 Penalty: 2727.779785
	Iteration 0F: 2 clusters Score -8118053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -8078101.500000 Penalty: 5455.559570
	Iteration 0F: 3 clusters Score -8078102 nChanged 27612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -8093493.500000 Penalty: 5455.559570
	Iteration 1F: 3 clusters Score -8093494 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -8094031.500000 Penalty: 5455.559570
	Iteration 2Q: 3 clusters Score -8094032 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -8094621.500000 Penalty: 5455.559570
	Iteration 3Q: 3 clusters Score -8094622 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -8095197.500000 Penalty: 5455.559570
	Iteration 4Q: 3 clusters Score -8095198 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -8095943.500000 Penalty: 5455.559570
	Iteration 5Q: 3 clusters Score -8095944 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -8096865.000000 Penalty: 5455.559570
	Iteration 6Q: 3 clusters Score -8096865 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -8098386.500000 Penalty: 5455.559570
	Iteration 7F: 3 clusters Score -8098386 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -8100751.000000 Penalty: 5455.559570
	Iteration 8F: 3 clusters Score -8100751 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -8103936.500000 Penalty: 5455.559570
	Iteration 9F: 3 clusters Score -8103936 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -8107450.000000 Penalty: 5455.559570
	Iteration 10F: 3 clusters Score -8107450 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -8110346.000000 Penalty: 5455.559570
	Iteration 11F: 3 clusters Score -8110346 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -8112500.500000 Penalty: 5455.559570
	Iteration 12Q: 3 clusters Score -8112500 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -8113756.500000 Penalty: 5455.559570
	Iteration 13Q: 3 clusters Score -8113756 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -8114419.000000 Penalty: 5455.559570
	Iteration 14Q: 3 clusters Score -8114419 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -8114740.500000 Penalty: 5455.559570
	Iteration 15Q: 3 clusters Score -8114740 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -8114940.000000 Penalty: 5455.559570
	Iteration 16Q: 3 clusters Score -8114940 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -8115048.500000 Penalty: 5455.559570
	Iteration 17Q: 3 clusters Score -8115048 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -8115088.500000 Penalty: 5455.559570
	Iteration 18Q: 3 clusters Score -8115088 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -8115150.000000 Penalty: 5455.559570
	Iteration 19Q: 3 clusters Score -8115150 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -8115207.500000 Penalty: 5455.559570
	Iteration 20F: 3 clusters Score -8115208 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -8115247.000000 Penalty: 5455.559570
	Iteration 21Q: 3 clusters Score -8115247 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -8115288.000000 Penalty: 5455.559570
	Iteration 22Q: 3 clusters Score -8115288 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -8115321.500000 Penalty: 5455.559570
	Iteration 23Q: 3 clusters Score -8115322 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -8115350.000000 Penalty: 5455.559570
	Iteration 24Q: 3 clusters Score -8115350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -8115345.500000 Penalty: 5455.559570
	Iteration 25Q: 3 clusters Score -8115346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -8115375.000000 Penalty: 5455.559570
	Iteration 26Q: 3 clusters Score -8115375 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -8115371.500000 Penalty: 5455.559570
	Iteration 27Q: 3 clusters Score -8115372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -8115368.000000 Penalty: 5455.559570
	Iteration 28Q: 3 clusters Score -8115368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -8115388.500000 Penalty: 5455.559570
	Iteration 29Q: 3 clusters Score -8115388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -8115393.500000 Penalty: 5455.559570
	Iteration 30Q: 3 clusters Score -8115394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -8115392.500000 Penalty: 5455.559570
	Iteration 31Q: 3 clusters Score -8115392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -8115405.500000 Penalty: 5455.559570
	Iteration 32Q: 3 clusters Score -8115406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -8115384.000000 Penalty: 5455.559570
	Iteration 33Q: 3 clusters Score -8115384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -8115387.000000 Penalty: 5455.559570
	Iteration 34Q: 3 clusters Score -8115387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -8115392.000000 Penalty: 5455.559570
	Iteration 35Q: 3 clusters Score -8115392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -8115407.500000 Penalty: 5455.559570
	Iteration 36Q: 3 clusters Score -8115408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -8115423.000000 Penalty: 5455.559570
	Iteration 37Q: 3 clusters Score -8115423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -8115415.500000 Penalty: 5455.559570
	Iteration 38Q: 3 clusters Score -8115416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -8115408.500000 Penalty: 5455.559570
	Iteration 39Q: 3 clusters Score -8115408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -8115412.500000 Penalty: 5455.559570
	Iteration 40F: 3 clusters Score -8115412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -8115427.500000 Penalty: 5455.559570
	Iteration 41Q: 3 clusters Score -8115428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -8115426.500000 Penalty: 5455.559570
	Iteration 42Q: 3 clusters Score -8115426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -8115419.000000 Penalty: 5455.559570
	Iteration 43Q: 3 clusters Score -8115419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -8115425.000000 Penalty: 5455.559570
	Iteration 44Q: 3 clusters Score -8115425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -8115418.500000 Penalty: 5455.559570
	Iteration 45Q: 3 clusters Score -8115418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -8115430.000000 Penalty: 5455.559570
	Iteration 46Q: 3 clusters Score -8115430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -8115443.500000 Penalty: 5455.559570
	Iteration 47Q: 3 clusters Score -8115444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -8115436.500000 Penalty: 5455.559570
	Iteration 48Q: 3 clusters Score -8115436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -8115446.500000 Penalty: 5455.559570
	Iteration 49Q: 3 clusters Score -8115446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -8115451.000000 Penalty: 5455.559570
	Iteration 50Q: 3 clusters Score -8115451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -8115449.000000 Penalty: 5455.559570
	Iteration 51Q: 3 clusters Score -8115449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -8115448.000000 Penalty: 5455.559570
	Iteration 52Q: 3 clusters Score -8115448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -8115444.500000 Penalty: 5455.559570
	Iteration 53Q: 3 clusters Score -8115444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -8115445.500000 Penalty: 5455.559570
	Iteration 54Q: 3 clusters Score -8115446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -8115457.500000 Penalty: 5455.559570
	Iteration 55Q: 3 clusters Score -8115458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -8115453.500000 Penalty: 5455.559570
	Iteration 56Q: 3 clusters Score -8115454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -8115449.000000 Penalty: 5455.559570
	Iteration 57Q: 3 clusters Score -8115449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -8115445.000000 Penalty: 5455.559570
	Iteration 58Q: 3 clusters Score -8115445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -8115452.000000 Penalty: 5455.559570
	Iteration 59Q: 3 clusters Score -8115452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -8115460.000000 Penalty: 5455.559570
	Iteration 60F: 3 clusters Score -8115460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -8115462.500000 Penalty: 5455.559570
	Iteration 61Q: 3 clusters Score -8115462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -8115460.000000 Penalty: 5455.559570
	Iteration 62Q: 3 clusters Score -8115460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -8115479.500000 Penalty: 5455.559570
	Iteration 63Q: 3 clusters Score -8115480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -8115486.000000 Penalty: 5455.559570
	Iteration 64Q: 3 clusters Score -8115486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -8115486.500000 Penalty: 5455.559570
	Iteration 65Q: 3 clusters Score -8115486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -8115489.000000 Penalty: 5455.559570
	Iteration 66Q: 3 clusters Score -8115489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -8115482.500000 Penalty: 5455.559570
	Iteration 67Q: 3 clusters Score -8115482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -8115475.500000 Penalty: 5455.559570
	Iteration 68Q: 3 clusters Score -8115476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -8115497.000000 Penalty: 5455.559570
	Iteration 69Q: 3 clusters Score -8115497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -8115490.500000 Penalty: 5455.559570
	Iteration 70Q: 3 clusters Score -8115490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -8115497.000000 Penalty: 5455.559570
	Iteration 71Q: 3 clusters Score -8115497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -8115503.500000 Penalty: 5455.559570
	Iteration 72Q: 3 clusters Score -8115504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -8115503.500000 Penalty: 5455.559570
	Iteration 73Q: 3 clusters Score -8115504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -8115492.000000 Penalty: 5455.559570
	Iteration 74Q: 3 clusters Score -8115492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -8115495.500000 Penalty: 5455.559570
	Iteration 75Q: 3 clusters Score -8115496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -8115502.500000 Penalty: 5455.559570
	Iteration 76Q: 3 clusters Score -8115502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -8115508.000000 Penalty: 5455.559570
	Iteration 77Q: 3 clusters Score -8115508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -8115504.000000 Penalty: 5455.559570
	Iteration 78Q: 3 clusters Score -8115504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -8115508.500000 Penalty: 5455.559570
	Iteration 79Q: 3 clusters Score -8115508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -8115505.000000 Penalty: 5455.559570
	Iteration 80F: 3 clusters Score -8115505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -8115509.500000 Penalty: 5455.559570
	Iteration 81Q: 3 clusters Score -8115510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -8115515.500000 Penalty: 5455.559570
	Iteration 82Q: 3 clusters Score -8115516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -8115510.000000 Penalty: 5455.559570
	Iteration 83Q: 3 clusters Score -8115510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -8115517.000000 Penalty: 5455.559570
	Iteration 84Q: 3 clusters Score -8115517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -8115517.500000 Penalty: 5455.559570
	Iteration 85Q: 3 clusters Score -8115518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -8115536.000000 Penalty: 5455.559570
	Iteration 86Q: 3 clusters Score -8115536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -8115546.000000 Penalty: 5455.559570
	Iteration 87Q: 3 clusters Score -8115546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -8115541.500000 Penalty: 5455.559570
	Iteration 88Q: 3 clusters Score -8115542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -8115562.500000 Penalty: 5455.559570
	Iteration 89Q: 3 clusters Score -8115562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -8115567.000000 Penalty: 5455.559570
	Iteration 90Q: 3 clusters Score -8115567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -8115572.000000 Penalty: 5455.559570
	Iteration 91Q: 3 clusters Score -8115572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -8115570.500000 Penalty: 5455.559570
	Iteration 92Q: 3 clusters Score -8115570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -8115581.000000 Penalty: 5455.559570
	Iteration 93Q: 3 clusters Score -8115581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -8115583.000000 Penalty: 5455.559570
	Iteration 94Q: 3 clusters Score -8115583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -8115592.500000 Penalty: 5455.559570
	Iteration 95Q: 3 clusters Score -8115592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -8115589.500000 Penalty: 5455.559570
	Iteration 96Q: 3 clusters Score -8115590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -8115589.000000 Penalty: 5455.559570
	Iteration 97Q: 3 clusters Score -8115589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -8115591.500000 Penalty: 5455.559570
	Iteration 98Q: 3 clusters Score -8115592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -8115596.500000 Penalty: 5455.559570
	Iteration 99Q: 3 clusters Score -8115596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -8115597.500000 Penalty: 5455.559570
	Iteration 100F: 3 clusters Score -8115598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -8115593.000000 Penalty: 5455.559570
	Iteration 101Q: 3 clusters Score -8115593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -8115593.500000 Penalty: 5455.559570
	Iteration 102Q: 3 clusters Score -8115594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -8115583.500000 Penalty: 5455.559570
	Iteration 103Q: 3 clusters Score -8115584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -8115599.000000 Penalty: 5455.559570
	Iteration 104Q: 3 clusters Score -8115599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -8115595.000000 Penalty: 5455.559570
	Iteration 105Q: 3 clusters Score -8115595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -8115595.000000 Penalty: 5455.559570
	Iteration 106F: 3 clusters Score -8115595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -34706.035156 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -34706.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33488.035156 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -33488.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33741.710938 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -33741.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33831.601562 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -33831.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33928.574219 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -33928.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33972.652344 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -33972.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33995.398438 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -33995.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34016.554688 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -34016.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34027.457031 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -34027.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34027.457031 Penalty: 2868.777344
	Iteration 8F: 3 clusters Score -34027.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Entering Unmasked Estep 
Score: -23820676.000000 Penalty: 2996.208008
	Iteration 0F: 2 clusters Score -2.382068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -23707584.000000 Penalty: 5992.416016
	Iteration 0F: 3 clusters Score -2.370758e+07 nChanged 84793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -23757180.000000 Penalty: 5992.416016
	Iteration 1F: 3 clusters Score -2.375718e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -23758326.000000 Penalty: 5992.416016
	Iteration 2Q: 3 clusters Score -2.375833e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -23759886.000000 Penalty: 5992.416016
	Iteration 3Q: 3 clusters Score -2.375989e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 99508 members 
Entering Unmasked Estep 
Score: -23762466.000000 Penalty: 5992.416016
	Iteration 4Q: 3 clusters Score -2.376247e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -23766744.000000 Penalty: 5992.416016
	Iteration 5Q: 3 clusters Score -2.376674e+07 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 113678 members 
Entering Unmasked Estep 
Score: -23773286.000000 Penalty: 5992.416016
	Iteration 6F: 3 clusters Score -2.377329e+07 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 123419 members 
Entering Unmasked Estep 
Score: -23782908.000000 Penalty: 5992.416016
	Iteration 7F: 3 clusters Score -2.378291e+07 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 132379 members 
Entering Unmasked Estep 
Score: -23793270.000000 Penalty: 5992.416016
	Iteration 8F: 3 clusters Score -2.379327e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 138861 members 
Entering Unmasked Estep 
Score: -23801064.000000 Penalty: 5992.416016
	Iteration 9F: 3 clusters Score -2.380106e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 142863 members 
Entering Unmasked Estep 
Score: -23805752.000000 Penalty: 5992.416016
	Iteration 10Q: 3 clusters Score -2.380575e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -23807920.000000 Penalty: 5992.416016
	Iteration 11Q: 3 clusters Score -2.380792e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 148517 members 
Entering Unmasked Estep 
Score: -23809666.000000 Penalty: 5992.416016
	Iteration 12Q: 3 clusters Score -2.380967e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 150987 members 
Entering Unmasked Estep 
Score: -23811170.000000 Penalty: 5992.416016
	Iteration 13Q: 3 clusters Score -2.381117e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 153351 members 
Entering Unmasked Estep 
Score: -23812574.000000 Penalty: 5992.416016
	Iteration 14Q: 3 clusters Score -2.381257e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 155573 members 
Entering Unmasked Estep 
Score: -23814116.000000 Penalty: 5992.416016
	Iteration 15Q: 3 clusters Score -2.381412e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 157761 members 
Entering Unmasked Estep 
Score: -23815324.000000 Penalty: 5992.416016
	Iteration 16Q: 3 clusters Score -2.381532e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 159964 members 
Entering Unmasked Estep 
Score: -23816430.000000 Penalty: 5992.416016
	Iteration 17Q: 3 clusters Score -2.381643e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 162102 members 
Entering Unmasked Estep 
Score: -23817376.000000 Penalty: 5992.416016
	Iteration 18Q: 3 clusters Score -2.381738e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 164156 members 
Entering Unmasked Estep 
Score: -23817868.000000 Penalty: 5992.416016
	Iteration 19Q: 3 clusters Score -2.381787e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 166097 members 
Entering Unmasked Estep 
Score: -23818394.000000 Penalty: 5992.416016
	Iteration 20F: 3 clusters Score -2.381839e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 167911 members 
Entering Unmasked Estep 
Score: -23818750.000000 Penalty: 5992.416016
	Iteration 21Q: 3 clusters Score -2.381875e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 169471 members 
Entering Unmasked Estep 
Score: -23818936.000000 Penalty: 5992.416016
	Iteration 22Q: 3 clusters Score -2.381894e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 170840 members 
Entering Unmasked Estep 
Score: -23819198.000000 Penalty: 5992.416016
	Iteration 23Q: 3 clusters Score -2.38192e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 171946 members 
Entering Unmasked Estep 
Score: -23819128.000000 Penalty: 5992.416016
	Iteration 24Q: 3 clusters Score -2.381913e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 172805 members 
Entering Unmasked Estep 
Score: -23818936.000000 Penalty: 5992.416016
	Iteration 25Q: 3 clusters Score -2.381894e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 173522 members 
Entering Unmasked Estep 
Score: -23818942.000000 Penalty: 5992.416016
	Iteration 26Q: 3 clusters Score -2.381894e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 174076 members 
Entering Unmasked Estep 
Score: -23818850.000000 Penalty: 5992.416016
	Iteration 27Q: 3 clusters Score -2.381885e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 174527 members 
Entering Unmasked Estep 
Score: -23818804.000000 Penalty: 5992.416016
	Iteration 28Q: 3 clusters Score -2.38188e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 174842 members 
Entering Unmasked Estep 
Score: -23818700.000000 Penalty: 5992.416016
	Iteration 29Q: 3 clusters Score -2.38187e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 175081 members 
Entering Unmasked Estep 
Score: -23818720.000000 Penalty: 5992.416016
	Iteration 30Q: 3 clusters Score -2.381872e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 175263 members 
Entering Unmasked Estep 
Score: -23818750.000000 Penalty: 5992.416016
	Iteration 31Q: 3 clusters Score -2.381875e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 175397 members 
Entering Unmasked Estep 
Score: -23818724.000000 Penalty: 5992.416016
	Iteration 32Q: 3 clusters Score -2.381872e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 175497 members 
Entering Unmasked Estep 
Score: -23818702.000000 Penalty: 5992.416016
	Iteration 33Q: 3 clusters Score -2.38187e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 175580 members 
Entering Unmasked Estep 
Score: -23818670.000000 Penalty: 5992.416016
	Iteration 34Q: 3 clusters Score -2.381867e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 175649 members 
Entering Unmasked Estep 
Score: -23818670.000000 Penalty: 5992.416016
	Iteration 35Q: 3 clusters Score -2.381867e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 175702 members 
Entering Unmasked Estep 
Score: -23818702.000000 Penalty: 5992.416016
	Iteration 36Q: 3 clusters Score -2.38187e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 175741 members 
Entering Unmasked Estep 
Score: -23818708.000000 Penalty: 5992.416016
	Iteration 37Q: 3 clusters Score -2.381871e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 175781 members 
Entering Unmasked Estep 
Score: -23818676.000000 Penalty: 5992.416016
	Iteration 38Q: 3 clusters Score -2.381868e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 175823 members 
Entering Unmasked Estep 
Score: -23818690.000000 Penalty: 5992.416016
	Iteration 39Q: 3 clusters Score -2.381869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 175851 members 
Entering Unmasked Estep 
Score: -23818646.000000 Penalty: 5992.416016
	Iteration 40F: 3 clusters Score -2.381865e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 175874 members 
Entering Unmasked Estep 
Score: -23818632.000000 Penalty: 5992.416016
	Iteration 41Q: 3 clusters Score -2.381863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 175887 members 
Entering Unmasked Estep 
Score: -23818652.000000 Penalty: 5992.416016
	Iteration 42Q: 3 clusters Score -2.381865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 175895 members 
Entering Unmasked Estep 
Score: -23818644.000000 Penalty: 5992.416016
	Iteration 43Q: 3 clusters Score -2.381864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 175902 members 
Entering Unmasked Estep 
Score: -23818644.000000 Penalty: 5992.416016
	Iteration 44Q: 3 clusters Score -2.381864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 175913 members 
Entering Unmasked Estep 
Score: -23818640.000000 Penalty: 5992.416016
	Iteration 45Q: 3 clusters Score -2.381864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 175919 members 
Entering Unmasked Estep 
Score: -23818648.000000 Penalty: 5992.416016
	Iteration 46Q: 3 clusters Score -2.381865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 175927 members 
Entering Unmasked Estep 
Score: -23818648.000000 Penalty: 5992.416016
	Iteration 47Q: 3 clusters Score -2.381865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 175932 members 
Entering Unmasked Estep 
Score: -23818648.000000 Penalty: 5992.416016
	Iteration 48Q: 3 clusters Score -2.381865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 175938 members 
Entering Unmasked Estep 
Score: -23818662.000000 Penalty: 5992.416016
	Iteration 49Q: 3 clusters Score -2.381866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 175945 members 
Entering Unmasked Estep 
Score: -23818666.000000 Penalty: 5992.416016
	Iteration 50Q: 3 clusters Score -2.381867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 175947 members 
Entering Unmasked Estep 
Score: -23818666.000000 Penalty: 5992.416016
	Iteration 51Q: 3 clusters Score -2.381867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 175948 members 
Entering Unmasked Estep 
Score: -23818666.000000 Penalty: 5992.416016
	Iteration 52Q: 3 clusters Score -2.381867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 175948 members 
Entering Unmasked Estep 
Score: -23818678.000000 Penalty: 5992.416016
	Iteration 53Q: 3 clusters Score -2.381868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 175949 members 
Entering Unmasked Estep 
Score: -23818682.000000 Penalty: 5992.416016
	Iteration 54Q: 3 clusters Score -2.381868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 175951 members 
Entering Unmasked Estep 
Score: -23818680.000000 Penalty: 5992.416016
	Iteration 55Q: 3 clusters Score -2.381868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 175954 members 
Entering Unmasked Estep 
Score: -23818676.000000 Penalty: 5992.416016
	Iteration 56Q: 3 clusters Score -2.381868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 175954 members 
Entering Unmasked Estep 
Score: -23818680.000000 Penalty: 5992.416016
	Iteration 57Q: 3 clusters Score -2.381868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 175955 members 
Entering Unmasked Estep 
Score: -23818672.000000 Penalty: 5992.416016
	Iteration 58Q: 3 clusters Score -2.381867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 175955 members 
Entering Unmasked Estep 
Score: -23818672.000000 Penalty: 5992.416016
	Iteration 59F: 3 clusters Score -2.381867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159362 members 
Entering Unmasked Estep 
Score: -21398582.000000 Penalty: 2970.775391
	Iteration 0F: 2 clusters Score -2.139858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -21291900.000000 Penalty: 5941.550781
	Iteration 0F: 3 clusters Score -2.12919e+07 nChanged 76700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -21336774.000000 Penalty: 5941.550781
	Iteration 1F: 3 clusters Score -2.133677e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 79330 members 
Entering Unmasked Estep 
Score: -21337834.000000 Penalty: 5941.550781
	Iteration 2Q: 3 clusters Score -2.133783e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -21338822.000000 Penalty: 5941.550781
	Iteration 3Q: 3 clusters Score -2.133882e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -21340276.000000 Penalty: 5941.550781
	Iteration 4Q: 3 clusters Score -2.134028e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -21342110.000000 Penalty: 5941.550781
	Iteration 5Q: 3 clusters Score -2.134211e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -21344902.000000 Penalty: 5941.550781
	Iteration 6Q: 3 clusters Score -2.13449e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -21348750.000000 Penalty: 5941.550781
	Iteration 7Q: 3 clusters Score -2.134875e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -21353724.000000 Penalty: 5941.550781
	Iteration 8F: 3 clusters Score -2.135372e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -21360248.000000 Penalty: 5941.550781
	Iteration 9F: 3 clusters Score -2.136025e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -21367824.000000 Penalty: 5941.550781
	Iteration 10F: 3 clusters Score -2.136782e+07 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 81863 members 
Entering Unmasked Estep 
Score: -21374538.000000 Penalty: 5941.550781
	Iteration 11F: 3 clusters Score -2.137454e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -21378256.000000 Penalty: 5941.550781
	Iteration 12Q: 3 clusters Score -2.137826e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -21379644.000000 Penalty: 5941.550781
	Iteration 13Q: 3 clusters Score -2.137964e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73607 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -21380176.000000 Penalty: 5941.550781
	Iteration 14Q: 3 clusters Score -2.138018e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -21380536.000000 Penalty: 5941.550781
	Iteration 15Q: 3 clusters Score -2.138054e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -21380816.000000 Penalty: 5941.550781
	Iteration 16Q: 3 clusters Score -2.138082e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71222 members 
Mstep: Class 2 contains 88140 members 
Entering Unmasked Estep 
Score: -21381044.000000 Penalty: 5941.550781
	Iteration 17Q: 3 clusters Score -2.138104e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -21381262.000000 Penalty: 5941.550781
	Iteration 18Q: 3 clusters Score -2.138126e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -21381438.000000 Penalty: 5941.550781
	Iteration 19Q: 3 clusters Score -2.138144e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -21381580.000000 Penalty: 5941.550781
	Iteration 20F: 3 clusters Score -2.138158e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -21381678.000000 Penalty: 5941.550781
	Iteration 21Q: 3 clusters Score -2.138168e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -21381874.000000 Penalty: 5941.550781
	Iteration 22Q: 3 clusters Score -2.138187e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -21381980.000000 Penalty: 5941.550781
	Iteration 23Q: 3 clusters Score -2.138198e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -21382044.000000 Penalty: 5941.550781
	Iteration 24Q: 3 clusters Score -2.138204e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -21382152.000000 Penalty: 5941.550781
	Iteration 25Q: 3 clusters Score -2.138215e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -21382346.000000 Penalty: 5941.550781
	Iteration 26Q: 3 clusters Score -2.138235e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
Score: -21382406.000000 Penalty: 5941.550781
	Iteration 27Q: 3 clusters Score -2.138241e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -21382544.000000 Penalty: 5941.550781
	Iteration 28Q: 3 clusters Score -2.138254e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 98671 members 
Entering Unmasked Estep 
Score: -21382722.000000 Penalty: 5941.550781
	Iteration 29Q: 3 clusters Score -2.138272e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 99833 members 
Entering Unmasked Estep 
Score: -21382836.000000 Penalty: 5941.550781
	Iteration 30Q: 3 clusters Score -2.138284e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 101036 members 
Entering Unmasked Estep 
Score: -21383000.000000 Penalty: 5941.550781
	Iteration 31Q: 3 clusters Score -2.1383e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 102330 members 
Entering Unmasked Estep 
Score: -21383222.000000 Penalty: 5941.550781
	Iteration 32Q: 3 clusters Score -2.138322e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -21383452.000000 Penalty: 5941.550781
	Iteration 33Q: 3 clusters Score -2.138345e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 105047 members 
Entering Unmasked Estep 
Score: -21383498.000000 Penalty: 5941.550781
	Iteration 34Q: 3 clusters Score -2.13835e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -21383776.000000 Penalty: 5941.550781
	Iteration 35Q: 3 clusters Score -2.138378e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -21383880.000000 Penalty: 5941.550781
	Iteration 36Q: 3 clusters Score -2.138388e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -21384024.000000 Penalty: 5941.550781
	Iteration 37Q: 3 clusters Score -2.138402e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 110792 members 
Entering Unmasked Estep 
Score: -21384220.000000 Penalty: 5941.550781
	Iteration 38Q: 3 clusters Score -2.138422e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 112265 members 
Entering Unmasked Estep 
Score: -21384514.000000 Penalty: 5941.550781
	Iteration 39Q: 3 clusters Score -2.138451e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -21384740.000000 Penalty: 5941.550781
	Iteration 40F: 3 clusters Score -2.138474e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -21385084.000000 Penalty: 5941.550781
	Iteration 41Q: 3 clusters Score -2.138508e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 116797 members 
Entering Unmasked Estep 
Score: -21385370.000000 Penalty: 5941.550781
	Iteration 42Q: 3 clusters Score -2.138537e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -21385774.000000 Penalty: 5941.550781
	Iteration 43Q: 3 clusters Score -2.138577e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 119954 members 
Entering Unmasked Estep 
Score: -21386058.000000 Penalty: 5941.550781
	Iteration 44Q: 3 clusters Score -2.138606e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 121639 members 
Entering Unmasked Estep 
Score: -21386464.000000 Penalty: 5941.550781
	Iteration 45Q: 3 clusters Score -2.138646e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 123350 members 
Entering Unmasked Estep 
Score: -21386856.000000 Penalty: 5941.550781
	Iteration 46Q: 3 clusters Score -2.138686e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 125111 members 
Entering Unmasked Estep 
Score: -21387304.000000 Penalty: 5941.550781
	Iteration 47Q: 3 clusters Score -2.13873e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 126908 members 
Entering Unmasked Estep 
Score: -21387638.000000 Penalty: 5941.550781
	Iteration 48Q: 3 clusters Score -2.138764e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 128709 members 
Entering Unmasked Estep 
Score: -21388148.000000 Penalty: 5941.550781
	Iteration 49Q: 3 clusters Score -2.138815e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 130522 members 
Entering Unmasked Estep 
Score: -21388504.000000 Penalty: 5941.550781
	Iteration 50Q: 3 clusters Score -2.13885e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 132389 members 
Entering Unmasked Estep 
Score: -21389020.000000 Penalty: 5941.550781
	Iteration 51Q: 3 clusters Score -2.138902e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 134234 members 
Entering Unmasked Estep 
Score: -21389460.000000 Penalty: 5941.550781
	Iteration 52Q: 3 clusters Score -2.138946e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 136095 members 
Entering Unmasked Estep 
Score: -21390030.000000 Penalty: 5941.550781
	Iteration 53Q: 3 clusters Score -2.139003e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 137925 members 
Entering Unmasked Estep 
Score: -21390668.000000 Penalty: 5941.550781
	Iteration 54Q: 3 clusters Score -2.139067e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 139593 members 
Entering Unmasked Estep 
Score: -21391092.000000 Penalty: 5941.550781
	Iteration 55Q: 3 clusters Score -2.139109e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 141192 members 
Entering Unmasked Estep 
Score: -21391588.000000 Penalty: 5941.550781
	Iteration 56Q: 3 clusters Score -2.139159e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 142709 members 
Entering Unmasked Estep 
Score: -21392054.000000 Penalty: 5941.550781
	Iteration 57Q: 3 clusters Score -2.139205e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 144138 members 
Entering Unmasked Estep 
Score: -21392582.000000 Penalty: 5941.550781
	Iteration 58Q: 3 clusters Score -2.139258e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 145553 members 
Entering Unmasked Estep 
Score: -21393034.000000 Penalty: 5941.550781
	Iteration 59Q: 3 clusters Score -2.139303e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 146917 members 
Entering Unmasked Estep 
Score: -21393396.000000 Penalty: 5941.550781
	Iteration 60F: 3 clusters Score -2.13934e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 148214 members 
Entering Unmasked Estep 
Score: -21393696.000000 Penalty: 5941.550781
	Iteration 61Q: 3 clusters Score -2.13937e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 149429 members 
Entering Unmasked Estep 
Score: -21394026.000000 Penalty: 5941.550781
	Iteration 62Q: 3 clusters Score -2.139403e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 150544 members 
Entering Unmasked Estep 
Score: -21394420.000000 Penalty: 5941.550781
	Iteration 63Q: 3 clusters Score -2.139442e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 151532 members 
Entering Unmasked Estep 
Score: -21394698.000000 Penalty: 5941.550781
	Iteration 64Q: 3 clusters Score -2.13947e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 152404 members 
Entering Unmasked Estep 
Score: -21394890.000000 Penalty: 5941.550781
	Iteration 65Q: 3 clusters Score -2.139489e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 153181 members 
Entering Unmasked Estep 
Score: -21395188.000000 Penalty: 5941.550781
	Iteration 66Q: 3 clusters Score -2.139519e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 153885 members 
Entering Unmasked Estep 
Score: -21395338.000000 Penalty: 5941.550781
	Iteration 67Q: 3 clusters Score -2.139534e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 154502 members 
Entering Unmasked Estep 
Score: -21395510.000000 Penalty: 5941.550781
	Iteration 68Q: 3 clusters Score -2.139551e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 155017 members 
Entering Unmasked Estep 
Score: -21395570.000000 Penalty: 5941.550781
	Iteration 69Q: 3 clusters Score -2.139557e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 155458 members 
Entering Unmasked Estep 
Score: -21395740.000000 Penalty: 5941.550781
	Iteration 70Q: 3 clusters Score -2.139574e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 155848 members 
Entering Unmasked Estep 
Score: -21395864.000000 Penalty: 5941.550781
	Iteration 71Q: 3 clusters Score -2.139586e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 156164 members 
Entering Unmasked Estep 
Score: -21395970.000000 Penalty: 5941.550781
	Iteration 72Q: 3 clusters Score -2.139597e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 156434 members 
Entering Unmasked Estep 
Score: -21396006.000000 Penalty: 5941.550781
	Iteration 73Q: 3 clusters Score -2.139601e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 156672 members 
Entering Unmasked Estep 
Score: -21396078.000000 Penalty: 5941.550781
	Iteration 74Q: 3 clusters Score -2.139608e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -21396086.000000 Penalty: 5941.550781
	Iteration 75Q: 3 clusters Score -2.139609e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 157032 members 
Entering Unmasked Estep 
Score: -21396100.000000 Penalty: 5941.550781
	Iteration 76Q: 3 clusters Score -2.13961e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 157170 members 
Entering Unmasked Estep 
Score: -21396146.000000 Penalty: 5941.550781
	Iteration 77Q: 3 clusters Score -2.139615e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 157280 members 
Entering Unmasked Estep 
Score: -21396180.000000 Penalty: 5941.550781
	Iteration 78Q: 3 clusters Score -2.139618e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 157366 members 
Entering Unmasked Estep 
Score: -21396178.000000 Penalty: 5941.550781
	Iteration 79Q: 3 clusters Score -2.139618e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 157449 members 
Entering Unmasked Estep 
Score: -21396186.000000 Penalty: 5941.550781
	Iteration 80F: 3 clusters Score -2.139619e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 157525 members 
Entering Unmasked Estep 
Score: -21396218.000000 Penalty: 5941.550781
	Iteration 81Q: 3 clusters Score -2.139622e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 157590 members 
Entering Unmasked Estep 
Score: -21396218.000000 Penalty: 5941.550781
	Iteration 82Q: 3 clusters Score -2.139622e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 157651 members 
Entering Unmasked Estep 
Score: -21396248.000000 Penalty: 5941.550781
	Iteration 83Q: 3 clusters Score -2.139625e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 157706 members 
Entering Unmasked Estep 
Score: -21396254.000000 Penalty: 5941.550781
	Iteration 84Q: 3 clusters Score -2.139625e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -21396280.000000 Penalty: 5941.550781
	Iteration 85Q: 3 clusters Score -2.139628e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 157834 members 
Entering Unmasked Estep 
Score: -21396306.000000 Penalty: 5941.550781
	Iteration 86Q: 3 clusters Score -2.139631e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 157889 members 
Entering Unmasked Estep 
Score: -21396314.000000 Penalty: 5941.550781
	Iteration 87Q: 3 clusters Score -2.139631e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 157936 members 
Entering Unmasked Estep 
Score: -21396316.000000 Penalty: 5941.550781
	Iteration 88Q: 3 clusters Score -2.139632e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 157971 members 
Entering Unmasked Estep 
Score: -21396312.000000 Penalty: 5941.550781
	Iteration 89Q: 3 clusters Score -2.139631e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 158000 members 
Entering Unmasked Estep 
Score: -21396340.000000 Penalty: 5941.550781
	Iteration 90Q: 3 clusters Score -2.139634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 158018 members 
Entering Unmasked Estep 
Score: -21396328.000000 Penalty: 5941.550781
	Iteration 91Q: 3 clusters Score -2.139633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 158030 members 
Entering Unmasked Estep 
Score: -21396332.000000 Penalty: 5941.550781
	Iteration 92Q: 3 clusters Score -2.139633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
Score: -21396354.000000 Penalty: 5941.550781
	Iteration 93Q: 3 clusters Score -2.139635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 158063 members 
Entering Unmasked Estep 
Score: -21396352.000000 Penalty: 5941.550781
	Iteration 94Q: 3 clusters Score -2.139635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -21396366.000000 Penalty: 5941.550781
	Iteration 95Q: 3 clusters Score -2.139637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 158087 members 
Entering Unmasked Estep 
Score: -21396390.000000 Penalty: 5941.550781
	Iteration 96Q: 3 clusters Score -2.139639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 158095 members 
Entering Unmasked Estep 
Score: -21396400.000000 Penalty: 5941.550781
	Iteration 97Q: 3 clusters Score -2.13964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 158104 members 
Entering Unmasked Estep 
Score: -21396408.000000 Penalty: 5941.550781
	Iteration 98Q: 3 clusters Score -2.139641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 158112 members 
Entering Unmasked Estep 
Score: -21396384.000000 Penalty: 5941.550781
	Iteration 99Q: 3 clusters Score -2.139638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -21396384.000000 Penalty: 5941.550781
	Iteration 100F: 3 clusters Score -2.139638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 158146 members 
Entering Unmasked Estep 
Score: -21396376.000000 Penalty: 5941.550781
	Iteration 101Q: 3 clusters Score -2.139638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -21396366.000000 Penalty: 5941.550781
	Iteration 102Q: 3 clusters Score -2.139637e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 158189 members 
Entering Unmasked Estep 
Score: -21396366.000000 Penalty: 5941.550781
	Iteration 103Q: 3 clusters Score -2.139637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 158201 members 
Entering Unmasked Estep 
Score: -21396372.000000 Penalty: 5941.550781
	Iteration 104Q: 3 clusters Score -2.139637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 158207 members 
Entering Unmasked Estep 
Score: -21396362.000000 Penalty: 5941.550781
	Iteration 105Q: 3 clusters Score -2.139636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 158215 members 
Entering Unmasked Estep 
Score: -21396386.000000 Penalty: 5941.550781
	Iteration 106Q: 3 clusters Score -2.139639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 158222 members 
Entering Unmasked Estep 
Score: -21396400.000000 Penalty: 5941.550781
	Iteration 107Q: 3 clusters Score -2.13964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 158225 members 
Entering Unmasked Estep 
Score: -21396382.000000 Penalty: 5941.550781
	Iteration 108Q: 3 clusters Score -2.139638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 158228 members 
Entering Unmasked Estep 
Score: -21396380.000000 Penalty: 5941.550781
	Iteration 109Q: 3 clusters Score -2.139638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 158232 members 
Entering Unmasked Estep 
Score: -21396374.000000 Penalty: 5941.550781
	Iteration 110Q: 3 clusters Score -2.139637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 158235 members 
Entering Unmasked Estep 
Score: -21396386.000000 Penalty: 5941.550781
	Iteration 111Q: 3 clusters Score -2.139639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 158237 members 
Entering Unmasked Estep 
Score: -21396388.000000 Penalty: 5941.550781
	Iteration 112Q: 3 clusters Score -2.139639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 158239 members 
Entering Unmasked Estep 
Score: -21396400.000000 Penalty: 5941.550781
	Iteration 113Q: 3 clusters Score -2.13964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 158239 members 
Entering Unmasked Estep 
Score: -21396400.000000 Penalty: 5941.550781
	Iteration 114F: 3 clusters Score -2.13964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -165804.375000 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -165804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -163684.312500 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -163684.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -163988.109375 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -163988.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164065.218750 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -164065.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164113.531250 Penalty: 3543.234375
	Iteration 3Q: 3 clusters Score -164113.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -164146.500000 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -164146.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -164170.156250 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -164170.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -164196.640625 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -164196.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -164209.687500 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -164209.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -164221.250000 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -164221.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -164235.187500 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -164235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -164244.921875 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -164244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -164257.640625 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -164257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -164264.593750 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -164264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -164270.203125 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -164270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -164277.015625 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -164277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -164280.234375 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -164280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164282.328125 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -164282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -164286.906250 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -164286.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164293.640625 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -164293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -164296.593750 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -164296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -164296.593750 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -164296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Entering Unmasked Estep 
Score: -3801232.000000 Penalty: 2539.093262
	Iteration 0F: 2 clusters Score -3801232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3782008.000000 Penalty: 5078.186523
	Iteration 0F: 3 clusters Score -3782008 nChanged 12527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3789002.000000 Penalty: 5078.186523
	Iteration 1F: 3 clusters Score -3789002 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3789886.750000 Penalty: 5078.186523
	Iteration 2F: 3 clusters Score -3789887 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3790921.250000 Penalty: 5078.186523
	Iteration 3F: 3 clusters Score -3790921 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3791923.250000 Penalty: 5078.186523
	Iteration 4F: 3 clusters Score -3791923 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3792901.750000 Penalty: 5078.186523
	Iteration 5F: 3 clusters Score -3792902 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3793912.750000 Penalty: 5078.186523
	Iteration 6F: 3 clusters Score -3793913 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3795075.750000 Penalty: 5078.186523
	Iteration 7F: 3 clusters Score -3795076 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3796222.000000 Penalty: 5078.186523
	Iteration 8F: 3 clusters Score -3796222 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3797339.500000 Penalty: 5078.186523
	Iteration 9F: 3 clusters Score -3797340 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3798328.000000 Penalty: 5078.186523
	Iteration 10F: 3 clusters Score -3798328 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3799085.750000 Penalty: 5078.186523
	Iteration 11Q: 3 clusters Score -3799086 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3799574.250000 Penalty: 5078.186523
	Iteration 12Q: 3 clusters Score -3799574 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3799885.250000 Penalty: 5078.186523
	Iteration 13Q: 3 clusters Score -3799885 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3800063.500000 Penalty: 5078.186523
	Iteration 14Q: 3 clusters Score -3800064 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3800204.500000 Penalty: 5078.186523
	Iteration 15Q: 3 clusters Score -3800204 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3800293.500000 Penalty: 5078.186523
	Iteration 16Q: 3 clusters Score -3800294 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3800348.000000 Penalty: 5078.186523
	Iteration 17Q: 3 clusters Score -3800348 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3800377.250000 Penalty: 5078.186523
	Iteration 18Q: 3 clusters Score -3800377 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3800413.500000 Penalty: 5078.186523
	Iteration 19Q: 3 clusters Score -3800414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3800422.250000 Penalty: 5078.186523
	Iteration 20F: 3 clusters Score -3800422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3800429.750000 Penalty: 5078.186523
	Iteration 21Q: 3 clusters Score -3800430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3800439.750000 Penalty: 5078.186523
	Iteration 22Q: 3 clusters Score -3800440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3800445.750000 Penalty: 5078.186523
	Iteration 23Q: 3 clusters Score -3800446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3800456.000000 Penalty: 5078.186523
	Iteration 24Q: 3 clusters Score -3800456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3800456.750000 Penalty: 5078.186523
	Iteration 25Q: 3 clusters Score -3800457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3800463.750000 Penalty: 5078.186523
	Iteration 26Q: 3 clusters Score -3800464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3800469.250000 Penalty: 5078.186523
	Iteration 27Q: 3 clusters Score -3800469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3800467.500000 Penalty: 5078.186523
	Iteration 28Q: 3 clusters Score -3800468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3800476.250000 Penalty: 5078.186523
	Iteration 29Q: 3 clusters Score -3800476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3800484.000000 Penalty: 5078.186523
	Iteration 30Q: 3 clusters Score -3800484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3800490.250000 Penalty: 5078.186523
	Iteration 31Q: 3 clusters Score -3800490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3800489.250000 Penalty: 5078.186523
	Iteration 32Q: 3 clusters Score -3800489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3800493.750000 Penalty: 5078.186523
	Iteration 33Q: 3 clusters Score -3800494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3800498.500000 Penalty: 5078.186523
	Iteration 34Q: 3 clusters Score -3800498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3800492.750000 Penalty: 5078.186523
	Iteration 35Q: 3 clusters Score -3800493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3800498.000000 Penalty: 5078.186523
	Iteration 36Q: 3 clusters Score -3800498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3800500.750000 Penalty: 5078.186523
	Iteration 37Q: 3 clusters Score -3800501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3800501.250000 Penalty: 5078.186523
	Iteration 38Q: 3 clusters Score -3800501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3800503.250000 Penalty: 5078.186523
	Iteration 39Q: 3 clusters Score -3800503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3800503.250000 Penalty: 5078.186523
	Iteration 40F: 3 clusters Score -3800503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -160347.171875 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -160347.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158175.375000 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -158175.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158595.375000 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -158595.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158755.015625 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -158755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -158877.390625 Penalty: 3560.936768
	Iteration 3F: 3 clusters Score -158877.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -158967.953125 Penalty: 3560.936768
	Iteration 4Q: 3 clusters Score -158968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -159057.953125 Penalty: 3560.936768
	Iteration 5Q: 3 clusters Score -159058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -159111.171875 Penalty: 3560.936768
	Iteration 6Q: 3 clusters Score -159111.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159156.437500 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -159156.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159202.125000 Penalty: 3560.936768
	Iteration 8Q: 3 clusters Score -159202.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -159285.750000 Penalty: 3560.936768
	Iteration 9Q: 3 clusters Score -159285.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -159392.421875 Penalty: 3560.936768
	Iteration 10Q: 3 clusters Score -159392.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -159521.531250 Penalty: 3560.936768
	Iteration 11Q: 3 clusters Score -159521.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159684.093750 Penalty: 3560.936768
	Iteration 12Q: 3 clusters Score -159684.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -159966.421875 Penalty: 3560.936768
	Iteration 13Q: 3 clusters Score -159966.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -160494.015625 Penalty: 3560.936768
	Iteration 14Q: 3 clusters Score -160494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -160637.140625 Penalty: 3560.936768
	Iteration 15Q: 3 clusters Score -160637.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -160675.953125 Penalty: 3560.936768
	Iteration 16Q: 3 clusters Score -160676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -160705.078125 Penalty: 3560.936768
	Iteration 17Q: 3 clusters Score -160705.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -160739.390625 Penalty: 3560.936768
	Iteration 18Q: 3 clusters Score -160739.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160772.593750 Penalty: 3560.936768
	Iteration 19Q: 3 clusters Score -160772.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -160795.359375 Penalty: 3560.936768
	Iteration 20F: 3 clusters Score -160795.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -160825.859375 Penalty: 3560.936768
	Iteration 21Q: 3 clusters Score -160825.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -160881.859375 Penalty: 3560.936768
	Iteration 22Q: 3 clusters Score -160881.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -160932.796875 Penalty: 3560.936768
	Iteration 23Q: 3 clusters Score -160932.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -160969.437500 Penalty: 3560.936768
	Iteration 24Q: 3 clusters Score -160969.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -160985.578125 Penalty: 3560.936768
	Iteration 25Q: 3 clusters Score -160985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -160991.265625 Penalty: 3560.936768
	Iteration 26Q: 3 clusters Score -160991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -161002.765625 Penalty: 3560.936768
	Iteration 27Q: 3 clusters Score -161002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -161006.593750 Penalty: 3560.936768
	Iteration 28Q: 3 clusters Score -161006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -161009.281250 Penalty: 3560.936768
	Iteration 29Q: 3 clusters Score -161009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -161013.328125 Penalty: 3560.936768
	Iteration 30Q: 3 clusters Score -161013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -161017.156250 Penalty: 3560.936768
	Iteration 31Q: 3 clusters Score -161017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -161019.125000 Penalty: 3560.936768
	Iteration 32Q: 3 clusters Score -161019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -161023.640625 Penalty: 3560.936768
	Iteration 33Q: 3 clusters Score -161023.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -161031.328125 Penalty: 3560.936768
	Iteration 34Q: 3 clusters Score -161031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -161034.250000 Penalty: 3560.936768
	Iteration 35Q: 3 clusters Score -161034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161045.531250 Penalty: 3560.936768
	Iteration 36Q: 3 clusters Score -161045.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -161066.093750 Penalty: 3560.936768
	Iteration 37Q: 3 clusters Score -161066.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -161090.031250 Penalty: 3560.936768
	Iteration 38Q: 3 clusters Score -161090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -161136.296875 Penalty: 3560.936768
	Iteration 39Q: 3 clusters Score -161136.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -161183.625000 Penalty: 3560.936768
	Iteration 40F: 3 clusters Score -161183.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -161225.859375 Penalty: 3560.936768
	Iteration 41Q: 3 clusters Score -161225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161244.687500 Penalty: 3560.936768
	Iteration 42Q: 3 clusters Score -161244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -161251.296875 Penalty: 3560.936768
	Iteration 43Q: 3 clusters Score -161251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -161251.296875 Penalty: 3560.936768
	Iteration 44F: 3 clusters Score -161251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8461 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178240 members 
Mstep: Class 8 contains 59821 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176572 members 
Mstep: Class 11 contains 159362 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27953 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49618 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186054 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Mstep: Class 23 contains 862 members 
Entering Unmasked Estep 
Score: -144354576.000000 Penalty: 79324.117188
Splitting cluster 14 changes total score from -144355488.000000 to -144354576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (49501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Entering Unmasked Estep 
Score: -6464378.500000 Penalty: 2680.817383
	Iteration 0F: 2 clusters Score -6464378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -6431145.500000 Penalty: 5361.634766
	Iteration 0F: 3 clusters Score -6431146 nChanged 22777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -6443472.000000 Penalty: 5361.634766
	Iteration 1F: 3 clusters Score -6443472 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -6443930.500000 Penalty: 5361.634766
	Iteration 2Q: 3 clusters Score -6443930 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -6444377.500000 Penalty: 5361.634766
	Iteration 3Q: 3 clusters Score -6444378 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -6444794.500000 Penalty: 5361.634766
	Iteration 4Q: 3 clusters Score -6444794 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -6445229.000000 Penalty: 5361.634766
	Iteration 5Q: 3 clusters Score -6445229 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -6445671.500000 Penalty: 5361.634766
	Iteration 6Q: 3 clusters Score -6445672 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -6446208.000000 Penalty: 5361.634766
	Iteration 7Q: 3 clusters Score -6446208 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -6446846.500000 Penalty: 5361.634766
	Iteration 8Q: 3 clusters Score -6446846 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -6447628.500000 Penalty: 5361.634766
	Iteration 9Q: 3 clusters Score -6447628 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -6448563.500000 Penalty: 5361.634766
	Iteration 10Q: 3 clusters Score -6448564 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -6449762.500000 Penalty: 5361.634766
	Iteration 11Q: 3 clusters Score -6449762 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -6450958.500000 Penalty: 5361.634766
	Iteration 12F: 3 clusters Score -6450958 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -6452132.500000 Penalty: 5361.634766
	Iteration 13Q: 3 clusters Score -6452132 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -6453157.500000 Penalty: 5361.634766
	Iteration 14Q: 3 clusters Score -6453158 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -6454061.000000 Penalty: 5361.634766
	Iteration 15Q: 3 clusters Score -6454061 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -6455003.500000 Penalty: 5361.634766
	Iteration 16Q: 3 clusters Score -6455004 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -6455957.500000 Penalty: 5361.634766
	Iteration 17Q: 3 clusters Score -6455958 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -6457027.500000 Penalty: 5361.634766
	Iteration 18Q: 3 clusters Score -6457028 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -6458469.000000 Penalty: 5361.634766
	Iteration 19Q: 3 clusters Score -6458469 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -6459945.500000 Penalty: 5361.634766
	Iteration 20F: 3 clusters Score -6459946 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -6461082.500000 Penalty: 5361.634766
	Iteration 21Q: 3 clusters Score -6461082 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -6461631.500000 Penalty: 5361.634766
	Iteration 22Q: 3 clusters Score -6461632 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -6461835.500000 Penalty: 5361.634766
	Iteration 23Q: 3 clusters Score -6461836 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -6461943.500000 Penalty: 5361.634766
	Iteration 24Q: 3 clusters Score -6461944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -6462024.000000 Penalty: 5361.634766
	Iteration 25Q: 3 clusters Score -6462024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -6462063.500000 Penalty: 5361.634766
	Iteration 26Q: 3 clusters Score -6462064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -6462077.000000 Penalty: 5361.634766
	Iteration 27Q: 3 clusters Score -6462077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -6462091.000000 Penalty: 5361.634766
	Iteration 28Q: 3 clusters Score -6462091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -6462100.000000 Penalty: 5361.634766
	Iteration 29Q: 3 clusters Score -6462100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -6462110.000000 Penalty: 5361.634766
	Iteration 30Q: 3 clusters Score -6462110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -6462098.000000 Penalty: 5361.634766
	Iteration 31Q: 3 clusters Score -6462098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -6462105.500000 Penalty: 5361.634766
	Iteration 32Q: 3 clusters Score -6462106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -6462105.500000 Penalty: 5361.634766
	Iteration 33F: 3 clusters Score -6462106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -275866.062500 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -275866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -273223.500000 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -273223.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -273699.375000 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -273699.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -273816.250000 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -273816.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -273896.687500 Penalty: 3783.986084
	Iteration 3Q: 3 clusters Score -273896.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -273952.593750 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -273952.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -273999.125000 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -273999.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -274037.718750 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -274037.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -274061.937500 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -274061.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -274087.843750 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -274087.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -274112.718750 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -274112.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -274132.968750 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -274133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -274145.781250 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -274145.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -274158.375000 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -274158.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -274171.625000 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -274171.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -274180.562500 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -274180.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -274191.500000 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -274191.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -274203.593750 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -274203.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -274212.500000 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -274212.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -274222.406250 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -274222.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -274231.281250 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -274231.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -274250.031250 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -274250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -274266.250000 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -274266.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -274283.531250 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -274283.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -274293.718750 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -274293.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -274298.562500 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -274298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -274302.531250 Penalty: 3783.986084
	Iteration 25Q: 3 clusters Score -274302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -274305.468750 Penalty: 3783.986084
	Iteration 26Q: 3 clusters Score -274305.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -274311.812500 Penalty: 3783.986084
	Iteration 27Q: 3 clusters Score -274311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -274315.343750 Penalty: 3783.986084
	Iteration 28Q: 3 clusters Score -274315.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -274318.218750 Penalty: 3783.986084
	Iteration 29Q: 3 clusters Score -274318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -274325.031250 Penalty: 3783.986084
	Iteration 30Q: 3 clusters Score -274325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -274330.968750 Penalty: 3783.986084
	Iteration 31Q: 3 clusters Score -274331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -274341.125000 Penalty: 3783.986084
	Iteration 32Q: 3 clusters Score -274341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -274345.437500 Penalty: 3783.986084
	Iteration 33Q: 3 clusters Score -274345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -274348.468750 Penalty: 3783.986084
	Iteration 34Q: 3 clusters Score -274348.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -274351.093750 Penalty: 3783.986084
	Iteration 35Q: 3 clusters Score -274351.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -274353.125000 Penalty: 3783.986084
	Iteration 36Q: 3 clusters Score -274353.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -274357.468750 Penalty: 3783.986084
	Iteration 37Q: 3 clusters Score -274357.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -274360.750000 Penalty: 3783.986084
	Iteration 38Q: 3 clusters Score -274360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -274365.406250 Penalty: 3783.986084
	Iteration 39Q: 3 clusters Score -274365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -274369.531250 Penalty: 3783.986084
	Iteration 40F: 3 clusters Score -274369.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -274376.062500 Penalty: 3783.986084
	Iteration 41Q: 3 clusters Score -274376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -274378.906250 Penalty: 3783.986084
	Iteration 42Q: 3 clusters Score -274378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -274379.562500 Penalty: 3783.986084
	Iteration 43Q: 3 clusters Score -274379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -274379.562500 Penalty: 3783.986084
	Iteration 44F: 3 clusters Score -274379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -111057.078125 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -111057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -109211.023438 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -109211 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109635.929688 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -109635.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110008.937500 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -110008.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -110148.437500 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -110148.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -110231.609375 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -110231.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -110309.093750 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -110309.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -110352.351562 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -110352.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -110397.375000 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -110397.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -110437.406250 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -110437.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -110467.039062 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -110467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -110481.375000 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -110481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -110487.132812 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -110487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -110487.132812 Penalty: 3360.581787
	Iteration 12F: 3 clusters Score -110487.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Entering Unmasked Estep 
Score: -6712199.500000 Penalty: 2681.403076
	Iteration 0F: 2 clusters Score -6712200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -6678827.000000 Penalty: 5362.806152
	Iteration 0F: 3 clusters Score -6678827 nChanged 22904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -6691884.500000 Penalty: 5362.806152
	Iteration 1F: 3 clusters Score -6691884 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -6693061.500000 Penalty: 5362.806152
	Iteration 2F: 3 clusters Score -6693062 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -6694444.500000 Penalty: 5362.806152
	Iteration 3F: 3 clusters Score -6694444 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -6696073.000000 Penalty: 5362.806152
	Iteration 4F: 3 clusters Score -6696073 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -6697693.500000 Penalty: 5362.806152
	Iteration 5F: 3 clusters Score -6697694 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -6699259.000000 Penalty: 5362.806152
	Iteration 6F: 3 clusters Score -6699259 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -6700743.500000 Penalty: 5362.806152
	Iteration 7F: 3 clusters Score -6700744 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -6702110.000000 Penalty: 5362.806152
	Iteration 8F: 3 clusters Score -6702110 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -6703440.500000 Penalty: 5362.806152
	Iteration 9Q: 3 clusters Score -6703440 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -6704670.500000 Penalty: 5362.806152
	Iteration 10Q: 3 clusters Score -6704670 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -6705545.000000 Penalty: 5362.806152
	Iteration 11Q: 3 clusters Score -6705545 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -6706050.500000 Penalty: 5362.806152
	Iteration 12Q: 3 clusters Score -6706050 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -6706409.500000 Penalty: 5362.806152
	Iteration 13Q: 3 clusters Score -6706410 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -6706667.500000 Penalty: 5362.806152
	Iteration 14Q: 3 clusters Score -6706668 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -6706847.000000 Penalty: 5362.806152
	Iteration 15Q: 3 clusters Score -6706847 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -6707055.500000 Penalty: 5362.806152
	Iteration 16Q: 3 clusters Score -6707056 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -6707233.000000 Penalty: 5362.806152
	Iteration 17Q: 3 clusters Score -6707233 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -6707392.000000 Penalty: 5362.806152
	Iteration 18Q: 3 clusters Score -6707392 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -6707557.500000 Penalty: 5362.806152
	Iteration 19Q: 3 clusters Score -6707558 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -6707723.500000 Penalty: 5362.806152
	Iteration 20F: 3 clusters Score -6707724 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -6707886.500000 Penalty: 5362.806152
	Iteration 21Q: 3 clusters Score -6707886 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -6708079.500000 Penalty: 5362.806152
	Iteration 22Q: 3 clusters Score -6708080 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -6708228.500000 Penalty: 5362.806152
	Iteration 23Q: 3 clusters Score -6708228 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -6708399.000000 Penalty: 5362.806152
	Iteration 24Q: 3 clusters Score -6708399 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -6708512.000000 Penalty: 5362.806152
	Iteration 25Q: 3 clusters Score -6708512 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -6708616.000000 Penalty: 5362.806152
	Iteration 26Q: 3 clusters Score -6708616 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -6708772.500000 Penalty: 5362.806152
	Iteration 27Q: 3 clusters Score -6708772 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -6708907.500000 Penalty: 5362.806152
	Iteration 28Q: 3 clusters Score -6708908 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -6709078.500000 Penalty: 5362.806152
	Iteration 29Q: 3 clusters Score -6709078 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -6709223.000000 Penalty: 5362.806152
	Iteration 30Q: 3 clusters Score -6709223 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -6709385.000000 Penalty: 5362.806152
	Iteration 31Q: 3 clusters Score -6709385 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -6709558.000000 Penalty: 5362.806152
	Iteration 32Q: 3 clusters Score -6709558 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -6709709.000000 Penalty: 5362.806152
	Iteration 33Q: 3 clusters Score -6709709 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -6709828.500000 Penalty: 5362.806152
	Iteration 34Q: 3 clusters Score -6709828 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -6709940.000000 Penalty: 5362.806152
	Iteration 35Q: 3 clusters Score -6709940 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -6710004.000000 Penalty: 5362.806152
	Iteration 36Q: 3 clusters Score -6710004 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -6710074.500000 Penalty: 5362.806152
	Iteration 37Q: 3 clusters Score -6710074 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -6710145.500000 Penalty: 5362.806152
	Iteration 38Q: 3 clusters Score -6710146 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -6710182.000000 Penalty: 5362.806152
	Iteration 39Q: 3 clusters Score -6710182 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -6710222.500000 Penalty: 5362.806152
	Iteration 40F: 3 clusters Score -6710222 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -6710255.500000 Penalty: 5362.806152
	Iteration 41Q: 3 clusters Score -6710256 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -6710318.000000 Penalty: 5362.806152
	Iteration 42Q: 3 clusters Score -6710318 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -6710343.000000 Penalty: 5362.806152
	Iteration 43Q: 3 clusters Score -6710343 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -6710373.500000 Penalty: 5362.806152
	Iteration 44Q: 3 clusters Score -6710374 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -6710425.000000 Penalty: 5362.806152
	Iteration 45Q: 3 clusters Score -6710425 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -6710423.500000 Penalty: 5362.806152
	Iteration 46Q: 3 clusters Score -6710424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6710433.000000 Penalty: 5362.806152
	Iteration 47Q: 3 clusters Score -6710433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -6710450.000000 Penalty: 5362.806152
	Iteration 48Q: 3 clusters Score -6710450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -6710460.000000 Penalty: 5362.806152
	Iteration 49Q: 3 clusters Score -6710460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -6710468.500000 Penalty: 5362.806152
	Iteration 50Q: 3 clusters Score -6710468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -6710492.000000 Penalty: 5362.806152
	Iteration 51Q: 3 clusters Score -6710492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -6710496.000000 Penalty: 5362.806152
	Iteration 52Q: 3 clusters Score -6710496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -6710488.000000 Penalty: 5362.806152
	Iteration 53Q: 3 clusters Score -6710488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -6710498.000000 Penalty: 5362.806152
	Iteration 54Q: 3 clusters Score -6710498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -6710501.500000 Penalty: 5362.806152
	Iteration 55Q: 3 clusters Score -6710502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -6710520.000000 Penalty: 5362.806152
	Iteration 56Q: 3 clusters Score -6710520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -6710523.500000 Penalty: 5362.806152
	Iteration 57Q: 3 clusters Score -6710524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -6710534.500000 Penalty: 5362.806152
	Iteration 58Q: 3 clusters Score -6710534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -6710538.500000 Penalty: 5362.806152
	Iteration 59Q: 3 clusters Score -6710538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -6710543.000000 Penalty: 5362.806152
	Iteration 60F: 3 clusters Score -6710543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -6710543.000000 Penalty: 5362.806152
	Iteration 61Q: 3 clusters Score -6710543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -6710537.500000 Penalty: 5362.806152
	Iteration 62Q: 3 clusters Score -6710538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -6710547.000000 Penalty: 5362.806152
	Iteration 63Q: 3 clusters Score -6710547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -6710551.500000 Penalty: 5362.806152
	Iteration 64Q: 3 clusters Score -6710552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -6710547.500000 Penalty: 5362.806152
	Iteration 65Q: 3 clusters Score -6710548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -6710549.500000 Penalty: 5362.806152
	Iteration 66Q: 3 clusters Score -6710550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -6710553.500000 Penalty: 5362.806152
	Iteration 67Q: 3 clusters Score -6710554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -6710556.500000 Penalty: 5362.806152
	Iteration 68Q: 3 clusters Score -6710556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -6710552.500000 Penalty: 5362.806152
	Iteration 69Q: 3 clusters Score -6710552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -6710560.500000 Penalty: 5362.806152
	Iteration 70Q: 3 clusters Score -6710560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -6710552.500000 Penalty: 5362.806152
	Iteration 71Q: 3 clusters Score -6710552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -6710557.000000 Penalty: 5362.806152
	Iteration 72Q: 3 clusters Score -6710557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -6710559.500000 Penalty: 5362.806152
	Iteration 73Q: 3 clusters Score -6710560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -6710553.000000 Penalty: 5362.806152
	Iteration 74Q: 3 clusters Score -6710553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -6710563.000000 Penalty: 5362.806152
	Iteration 75Q: 3 clusters Score -6710563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -6710568.500000 Penalty: 5362.806152
	Iteration 76Q: 3 clusters Score -6710568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -6710564.000000 Penalty: 5362.806152
	Iteration 77Q: 3 clusters Score -6710564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -6710564.000000 Penalty: 5362.806152
	Iteration 78Q: 3 clusters Score -6710564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -6710567.500000 Penalty: 5362.806152
	Iteration 79Q: 3 clusters Score -6710568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -6710568.000000 Penalty: 5362.806152
	Iteration 80F: 3 clusters Score -6710568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -6710571.000000 Penalty: 5362.806152
	Iteration 81Q: 3 clusters Score -6710571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -6710566.000000 Penalty: 5362.806152
	Iteration 82Q: 3 clusters Score -6710566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -6710566.000000 Penalty: 5362.806152
	Iteration 83F: 3 clusters Score -6710566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -483237.187500 Penalty: 2042.237793
	Iteration 0F: 2 clusters Score -483237.2 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 1870 members 
Entering Unmasked Estep 
Score: -479585.437500 Penalty: 4084.475586
	Iteration 0F: 3 clusters Score -479585.4 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -480540.687500 Penalty: 4084.475586
	Iteration 1F: 3 clusters Score -480540.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -480818.093750 Penalty: 4084.475586
	Iteration 2F: 3 clusters Score -480818.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -481021.750000 Penalty: 4084.475586
	Iteration 3F: 3 clusters Score -481021.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -481186.812500 Penalty: 4084.475586
	Iteration 4F: 3 clusters Score -481186.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -481295.062500 Penalty: 4084.475586
	Iteration 5Q: 3 clusters Score -481295.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -481380.031250 Penalty: 4084.475586
	Iteration 6Q: 3 clusters Score -481380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -481439.593750 Penalty: 4084.475586
	Iteration 7Q: 3 clusters Score -481439.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -481480.500000 Penalty: 4084.475586
	Iteration 8Q: 3 clusters Score -481480.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -481511.343750 Penalty: 4084.475586
	Iteration 9Q: 3 clusters Score -481511.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -481529.406250 Penalty: 4084.475586
	Iteration 10Q: 3 clusters Score -481529.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -481546.187500 Penalty: 4084.475586
	Iteration 11Q: 3 clusters Score -481546.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -481565.625000 Penalty: 4084.475586
	Iteration 12Q: 3 clusters Score -481565.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -481579.875000 Penalty: 4084.475586
	Iteration 13Q: 3 clusters Score -481579.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -481592.312500 Penalty: 4084.475586
	Iteration 14Q: 3 clusters Score -481592.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -481604.625000 Penalty: 4084.475586
	Iteration 15Q: 3 clusters Score -481604.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -481611.718750 Penalty: 4084.475586
	Iteration 16Q: 3 clusters Score -481611.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -481619.125000 Penalty: 4084.475586
	Iteration 17Q: 3 clusters Score -481619.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -481622.937500 Penalty: 4084.475586
	Iteration 18Q: 3 clusters Score -481622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -481625.093750 Penalty: 4084.475586
	Iteration 19Q: 3 clusters Score -481625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -481628.343750 Penalty: 4084.475586
	Iteration 20F: 3 clusters Score -481628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -481629.968750 Penalty: 4084.475586
	Iteration 21Q: 3 clusters Score -481630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -481630.843750 Penalty: 4084.475586
	Iteration 22Q: 3 clusters Score -481630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -481633.375000 Penalty: 4084.475586
	Iteration 23Q: 3 clusters Score -481633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -481636.781250 Penalty: 4084.475586
	Iteration 24Q: 3 clusters Score -481636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -481639.156250 Penalty: 4084.475586
	Iteration 25Q: 3 clusters Score -481639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -481642.968750 Penalty: 4084.475586
	Iteration 26Q: 3 clusters Score -481643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -481645.437500 Penalty: 4084.475586
	Iteration 27Q: 3 clusters Score -481645.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -481648.750000 Penalty: 4084.475586
	Iteration 28Q: 3 clusters Score -481648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -481649.343750 Penalty: 4084.475586
	Iteration 29Q: 3 clusters Score -481649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -481650.281250 Penalty: 4084.475586
	Iteration 30Q: 3 clusters Score -481650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -481651.937500 Penalty: 4084.475586
	Iteration 31Q: 3 clusters Score -481651.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -481655.437500 Penalty: 4084.475586
	Iteration 32Q: 3 clusters Score -481655.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -481658.843750 Penalty: 4084.475586
	Iteration 33Q: 3 clusters Score -481658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -481662.875000 Penalty: 4084.475586
	Iteration 34Q: 3 clusters Score -481662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -481664.343750 Penalty: 4084.475586
	Iteration 35Q: 3 clusters Score -481664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -481667.593750 Penalty: 4084.475586
	Iteration 36Q: 3 clusters Score -481667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -481669.062500 Penalty: 4084.475586
	Iteration 37Q: 3 clusters Score -481669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -481669.906250 Penalty: 4084.475586
	Iteration 38Q: 3 clusters Score -481669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -481669.906250 Penalty: 4084.475586
	Iteration 39F: 3 clusters Score -481669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186054 members 
Entering Unmasked Estep 
Score: -24960848.000000 Penalty: 3009.180420
	Iteration 0F: 2 clusters Score -2.496085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -24840064.000000 Penalty: 6018.360840
	Iteration 0F: 3 clusters Score -2.484006e+07 nChanged 89155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 91954 members 
Entering Unmasked Estep 
Score: -24892548.000000 Penalty: 6018.360840
	Iteration 1F: 3 clusters Score -2.489255e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 91122 members 
Entering Unmasked Estep 
Score: -24893722.000000 Penalty: 6018.360840
	Iteration 2Q: 3 clusters Score -2.489372e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 89792 members 
Entering Unmasked Estep 
Score: -24894956.000000 Penalty: 6018.360840
	Iteration 3Q: 3 clusters Score -2.489496e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -24897494.000000 Penalty: 6018.360840
	Iteration 4Q: 3 clusters Score -2.489749e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -24901206.000000 Penalty: 6018.360840
	Iteration 5Q: 3 clusters Score -2.490121e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105837 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -24907462.000000 Penalty: 6018.360840
	Iteration 6F: 3 clusters Score -2.490746e+07 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -24916276.000000 Penalty: 6018.360840
	Iteration 7F: 3 clusters Score -2.491628e+07 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117864 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -24926656.000000 Penalty: 6018.360840
	Iteration 8F: 3 clusters Score -2.492666e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123621 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -24935866.000000 Penalty: 6018.360840
	Iteration 9F: 3 clusters Score -2.493587e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127769 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -24941116.000000 Penalty: 6018.360840
	Iteration 10Q: 3 clusters Score -2.494112e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131066 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -24943574.000000 Penalty: 6018.360840
	Iteration 11Q: 3 clusters Score -2.494357e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134080 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -24945030.000000 Penalty: 6018.360840
	Iteration 12Q: 3 clusters Score -2.494503e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137033 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -24946088.000000 Penalty: 6018.360840
	Iteration 13Q: 3 clusters Score -2.494609e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139993 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -24947196.000000 Penalty: 6018.360840
	Iteration 14Q: 3 clusters Score -2.49472e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142907 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -24948258.000000 Penalty: 6018.360840
	Iteration 15Q: 3 clusters Score -2.494826e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145741 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -24949324.000000 Penalty: 6018.360840
	Iteration 16Q: 3 clusters Score -2.494932e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148468 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -24950030.000000 Penalty: 6018.360840
	Iteration 17Q: 3 clusters Score -2.495003e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151195 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -24950988.000000 Penalty: 6018.360840
	Iteration 18Q: 3 clusters Score -2.495099e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153936 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -24951854.000000 Penalty: 6018.360840
	Iteration 19Q: 3 clusters Score -2.495185e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -24952716.000000 Penalty: 6018.360840
	Iteration 20F: 3 clusters Score -2.495272e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158963 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -24953560.000000 Penalty: 6018.360840
	Iteration 21Q: 3 clusters Score -2.495356e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161477 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -24954100.000000 Penalty: 6018.360840
	Iteration 22Q: 3 clusters Score -2.49541e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163986 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -24954812.000000 Penalty: 6018.360840
	Iteration 23Q: 3 clusters Score -2.495481e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166299 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -24955308.000000 Penalty: 6018.360840
	Iteration 24Q: 3 clusters Score -2.495531e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168449 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -24955810.000000 Penalty: 6018.360840
	Iteration 25Q: 3 clusters Score -2.495581e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170338 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -24956288.000000 Penalty: 6018.360840
	Iteration 26Q: 3 clusters Score -2.495629e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172000 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -24956536.000000 Penalty: 6018.360840
	Iteration 27Q: 3 clusters Score -2.495654e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173491 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -24956760.000000 Penalty: 6018.360840
	Iteration 28Q: 3 clusters Score -2.495676e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174819 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -24957054.000000 Penalty: 6018.360840
	Iteration 29Q: 3 clusters Score -2.495705e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176036 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -24957294.000000 Penalty: 6018.360840
	Iteration 30Q: 3 clusters Score -2.495729e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177133 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -24957548.000000 Penalty: 6018.360840
	Iteration 31Q: 3 clusters Score -2.495755e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178096 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -24957710.000000 Penalty: 6018.360840
	Iteration 32Q: 3 clusters Score -2.495771e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178977 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -24957824.000000 Penalty: 6018.360840
	Iteration 33Q: 3 clusters Score -2.495782e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179694 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -24957948.000000 Penalty: 6018.360840
	Iteration 34Q: 3 clusters Score -2.495795e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180358 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -24958092.000000 Penalty: 6018.360840
	Iteration 35Q: 3 clusters Score -2.495809e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180944 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -24958216.000000 Penalty: 6018.360840
	Iteration 36Q: 3 clusters Score -2.495822e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181393 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -24958390.000000 Penalty: 6018.360840
	Iteration 37Q: 3 clusters Score -2.495839e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181793 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -24958442.000000 Penalty: 6018.360840
	Iteration 38Q: 3 clusters Score -2.495844e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182125 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -24958588.000000 Penalty: 6018.360840
	Iteration 39Q: 3 clusters Score -2.495859e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182411 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -24958632.000000 Penalty: 6018.360840
	Iteration 40F: 3 clusters Score -2.495863e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182671 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -24958670.000000 Penalty: 6018.360840
	Iteration 41Q: 3 clusters Score -2.495867e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182897 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -24958704.000000 Penalty: 6018.360840
	Iteration 42Q: 3 clusters Score -2.49587e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183067 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -24958734.000000 Penalty: 6018.360840
	Iteration 43Q: 3 clusters Score -2.495873e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183212 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -24958776.000000 Penalty: 6018.360840
	Iteration 44Q: 3 clusters Score -2.495878e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183346 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -24958772.000000 Penalty: 6018.360840
	Iteration 45Q: 3 clusters Score -2.495877e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183446 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -24958804.000000 Penalty: 6018.360840
	Iteration 46Q: 3 clusters Score -2.49588e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183547 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -24958820.000000 Penalty: 6018.360840
	Iteration 47Q: 3 clusters Score -2.495882e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183625 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -24958840.000000 Penalty: 6018.360840
	Iteration 48Q: 3 clusters Score -2.495884e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183693 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -24958846.000000 Penalty: 6018.360840
	Iteration 49Q: 3 clusters Score -2.495885e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183754 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -24958850.000000 Penalty: 6018.360840
	Iteration 50Q: 3 clusters Score -2.495885e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183802 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -24958858.000000 Penalty: 6018.360840
	Iteration 51Q: 3 clusters Score -2.495886e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183850 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -24958866.000000 Penalty: 6018.360840
	Iteration 52Q: 3 clusters Score -2.495887e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183900 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -24958884.000000 Penalty: 6018.360840
	Iteration 53Q: 3 clusters Score -2.495888e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183949 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -24958884.000000 Penalty: 6018.360840
	Iteration 54Q: 3 clusters Score -2.495888e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183983 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -24958886.000000 Penalty: 6018.360840
	Iteration 55Q: 3 clusters Score -2.495889e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184003 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -24958914.000000 Penalty: 6018.360840
	Iteration 56Q: 3 clusters Score -2.495891e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184028 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -24958906.000000 Penalty: 6018.360840
	Iteration 57Q: 3 clusters Score -2.495891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184051 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -24958884.000000 Penalty: 6018.360840
	Iteration 58Q: 3 clusters Score -2.495888e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184070 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -24958880.000000 Penalty: 6018.360840
	Iteration 59Q: 3 clusters Score -2.495888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184080 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -24958884.000000 Penalty: 6018.360840
	Iteration 60F: 3 clusters Score -2.495888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184085 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -24958886.000000 Penalty: 6018.360840
	Iteration 61Q: 3 clusters Score -2.495889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184089 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -24958906.000000 Penalty: 6018.360840
	Iteration 62Q: 3 clusters Score -2.495891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184097 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -24958902.000000 Penalty: 6018.360840
	Iteration 63Q: 3 clusters Score -2.49589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184106 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -24958912.000000 Penalty: 6018.360840
	Iteration 64Q: 3 clusters Score -2.495891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184109 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -24958894.000000 Penalty: 6018.360840
	Iteration 65Q: 3 clusters Score -2.495889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -24958916.000000 Penalty: 6018.360840
	Iteration 66Q: 3 clusters Score -2.495892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184117 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -24958924.000000 Penalty: 6018.360840
	Iteration 67Q: 3 clusters Score -2.495892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184130 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -24958910.000000 Penalty: 6018.360840
	Iteration 68Q: 3 clusters Score -2.495891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184143 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -24958916.000000 Penalty: 6018.360840
	Iteration 69Q: 3 clusters Score -2.495892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184149 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -24958902.000000 Penalty: 6018.360840
	Iteration 70Q: 3 clusters Score -2.49589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184161 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -24958914.000000 Penalty: 6018.360840
	Iteration 71Q: 3 clusters Score -2.495891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184170 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -24958906.000000 Penalty: 6018.360840
	Iteration 72Q: 3 clusters Score -2.495891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184183 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -24958930.000000 Penalty: 6018.360840
	Iteration 73Q: 3 clusters Score -2.495893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184194 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -24958948.000000 Penalty: 6018.360840
	Iteration 74Q: 3 clusters Score -2.495895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184205 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -24958932.000000 Penalty: 6018.360840
	Iteration 75Q: 3 clusters Score -2.495893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184209 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -24958918.000000 Penalty: 6018.360840
	Iteration 76Q: 3 clusters Score -2.495892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184211 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -24958914.000000 Penalty: 6018.360840
	Iteration 77Q: 3 clusters Score -2.495891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184213 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -24958904.000000 Penalty: 6018.360840
	Iteration 78Q: 3 clusters Score -2.49589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184214 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -24958914.000000 Penalty: 6018.360840
	Iteration 79Q: 3 clusters Score -2.495891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184216 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -24958908.000000 Penalty: 6018.360840
	Iteration 80F: 3 clusters Score -2.495891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184218 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -24958918.000000 Penalty: 6018.360840
	Iteration 81Q: 3 clusters Score -2.495892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184218 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -24958918.000000 Penalty: 6018.360840
	Iteration 82F: 3 clusters Score -2.495892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -84628.976562 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -84628.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82992.210938 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -82992.21 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83209.484375 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -83209.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83297.359375 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -83297.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83332.335938 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -83332.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83343.109375 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -83343.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83356.546875 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -83356.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83368.789062 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -83368.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83382.273438 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -83382.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83407.273438 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -83407.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83450.375000 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -83450.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83530.000000 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -83530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83658.250000 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -83658.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83746.453125 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -83746.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83866.734375 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -83866.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83956.515625 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -83956.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84063.078125 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -84063.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84164.062500 Penalty: 3249.335693
	Iteration 16Q: 3 clusters Score -84164.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84228.421875 Penalty: 3249.335693
	Iteration 17Q: 3 clusters Score -84228.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84348.906250 Penalty: 3249.335693
	Iteration 18Q: 3 clusters Score -84348.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84525.515625 Penalty: 3249.335693
	Iteration 19Q: 3 clusters Score -84525.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84623.351562 Penalty: 3249.335693
	Iteration 20F: 3 clusters Score -84623.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84655.617188 Penalty: 3249.335693
	Iteration 21Q: 3 clusters Score -84655.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84670.757812 Penalty: 3249.335693
	Iteration 22Q: 3 clusters Score -84670.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84680.554688 Penalty: 3249.335693
	Iteration 23Q: 3 clusters Score -84680.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84683.976562 Penalty: 3249.335693
	Iteration 24Q: 3 clusters Score -84683.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84685.695312 Penalty: 3249.335693
	Iteration 25Q: 3 clusters Score -84685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84685.695312 Penalty: 3249.335693
	Iteration 26F: 3 clusters Score -84685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8461 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178240 members 
Mstep: Class 8 contains 59821 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176572 members 
Mstep: Class 11 contains 159362 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27953 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49618 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186054 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 14338 members 
Mstep: Class 23 contains 341 members 
Entering Unmasked Estep 
Score: -144353584.000000 Penalty: 79324.117188
Splitting cluster 21 changes total score from -144355488.000000 to -144353584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (14338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Entering Unmasked Estep 
Score: -1834479.000000 Penalty: 2373.525635
	Iteration 0F: 2 clusters Score -1834479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1824041.250000 Penalty: 4747.051270
	Iteration 0F: 3 clusters Score -1824041 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1827281.750000 Penalty: 4747.051270
	Iteration 1F: 3 clusters Score -1827282 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1827769.000000 Penalty: 4747.051270
	Iteration 2F: 3 clusters Score -1827769 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1828266.875000 Penalty: 4747.051270
	Iteration 3F: 3 clusters Score -1828267 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1828664.125000 Penalty: 4747.051270
	Iteration 4F: 3 clusters Score -1828664 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1829000.750000 Penalty: 4747.051270
	Iteration 5Q: 3 clusters Score -1829001 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1829363.375000 Penalty: 4747.051270
	Iteration 6Q: 3 clusters Score -1829363 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1829769.750000 Penalty: 4747.051270
	Iteration 7Q: 3 clusters Score -1829770 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1830227.125000 Penalty: 4747.051270
	Iteration 8Q: 3 clusters Score -1830227 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1830828.625000 Penalty: 4747.051270
	Iteration 9Q: 3 clusters Score -1830829 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1831482.750000 Penalty: 4747.051270
	Iteration 10Q: 3 clusters Score -1831483 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1832128.375000 Penalty: 4747.051270
	Iteration 11Q: 3 clusters Score -1832128 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1832660.000000 Penalty: 4747.051270
	Iteration 12Q: 3 clusters Score -1832660 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1833028.875000 Penalty: 4747.051270
	Iteration 13Q: 3 clusters Score -1833029 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1833299.500000 Penalty: 4747.051270
	Iteration 14Q: 3 clusters Score -1833300 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1833512.375000 Penalty: 4747.051270
	Iteration 15Q: 3 clusters Score -1833512 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1833599.125000 Penalty: 4747.051270
	Iteration 16Q: 3 clusters Score -1833599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1833656.000000 Penalty: 4747.051270
	Iteration 17Q: 3 clusters Score -1833656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1833699.375000 Penalty: 4747.051270
	Iteration 18Q: 3 clusters Score -1833699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1833733.125000 Penalty: 4747.051270
	Iteration 19Q: 3 clusters Score -1833733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1833755.000000 Penalty: 4747.051270
	Iteration 20F: 3 clusters Score -1833755 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1833771.875000 Penalty: 4747.051270
	Iteration 21Q: 3 clusters Score -1833772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1833782.250000 Penalty: 4747.051270
	Iteration 22Q: 3 clusters Score -1833782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1833792.125000 Penalty: 4747.051270
	Iteration 23Q: 3 clusters Score -1833792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1833799.875000 Penalty: 4747.051270
	Iteration 24Q: 3 clusters Score -1833800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1833808.625000 Penalty: 4747.051270
	Iteration 25Q: 3 clusters Score -1833809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1833812.250000 Penalty: 4747.051270
	Iteration 26Q: 3 clusters Score -1833812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1833821.000000 Penalty: 4747.051270
	Iteration 27Q: 3 clusters Score -1833821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1833830.125000 Penalty: 4747.051270
	Iteration 28Q: 3 clusters Score -1833830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1833834.875000 Penalty: 4747.051270
	Iteration 29Q: 3 clusters Score -1833835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1833836.000000 Penalty: 4747.051270
	Iteration 30Q: 3 clusters Score -1833836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1833836.625000 Penalty: 4747.051270
	Iteration 31Q: 3 clusters Score -1833837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1833834.625000 Penalty: 4747.051270
	Iteration 32Q: 3 clusters Score -1833835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1833833.625000 Penalty: 4747.051270
	Iteration 33Q: 3 clusters Score -1833834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1833834.375000 Penalty: 4747.051270
	Iteration 34Q: 3 clusters Score -1833834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1833837.000000 Penalty: 4747.051270
	Iteration 35Q: 3 clusters Score -1833837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1833837.500000 Penalty: 4747.051270
	Iteration 36Q: 3 clusters Score -1833838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1833839.375000 Penalty: 4747.051270
	Iteration 37Q: 3 clusters Score -1833839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1833838.750000 Penalty: 4747.051270
	Iteration 38Q: 3 clusters Score -1833839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1833840.750000 Penalty: 4747.051270
	Iteration 39Q: 3 clusters Score -1833841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1833843.000000 Penalty: 4747.051270
	Iteration 40F: 3 clusters Score -1833843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1833843.500000 Penalty: 4747.051270
	Iteration 41Q: 3 clusters Score -1833844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1833846.375000 Penalty: 4747.051270
	Iteration 42Q: 3 clusters Score -1833846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1833845.125000 Penalty: 4747.051270
	Iteration 43Q: 3 clusters Score -1833845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1833844.125000 Penalty: 4747.051270
	Iteration 44Q: 3 clusters Score -1833844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1833845.250000 Penalty: 4747.051270
	Iteration 45Q: 3 clusters Score -1833845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1833847.125000 Penalty: 4747.051270
	Iteration 46Q: 3 clusters Score -1833847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1833847.125000 Penalty: 4747.051270
	Iteration 47F: 3 clusters Score -1833847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8461 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178240 members 
Mstep: Class 8 contains 59821 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176572 members 
Mstep: Class 11 contains 159362 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27953 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49618 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186054 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355424.000000 Penalty: 75875.242188
Iteration 439Q: 23 clusters Score -1.443554e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8461 members 
Mstep: Class 4 contains 46686 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30399 members 
Mstep: Class 7 contains 178238 members 
Mstep: Class 8 contains 59819 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176569 members 
Mstep: Class 11 contains 159357 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49503 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49631 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186049 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355376.000000 Penalty: 75875.242188
Iteration 440F: 23 clusters Score -1.443554e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94797 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30400 members 
Mstep: Class 7 contains 178237 members 
Mstep: Class 8 contains 59819 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176568 members 
Mstep: Class 11 contains 159360 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49506 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49644 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186037 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355424.000000 Penalty: 75875.242188
Iteration 441Q: 23 clusters Score -1.443554e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94796 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30401 members 
Mstep: Class 7 contains 178235 members 
Mstep: Class 8 contains 59817 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176564 members 
Mstep: Class 11 contains 159363 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49508 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49650 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186036 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355408.000000 Penalty: 75875.242188
Iteration 442Q: 23 clusters Score -1.443554e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30403 members 
Mstep: Class 7 contains 178230 members 
Mstep: Class 8 contains 59816 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176561 members 
Mstep: Class 11 contains 159368 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49510 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49657 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186032 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355392.000000 Penalty: 75875.242188
Iteration 443Q: 23 clusters Score -1.443554e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 46686 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30401 members 
Mstep: Class 7 contains 178232 members 
Mstep: Class 8 contains 59818 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176556 members 
Mstep: Class 11 contains 159363 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49512 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49663 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186027 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355472.000000 Penalty: 75875.242188
Iteration 444Q: 23 clusters Score -1.443555e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94793 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30403 members 
Mstep: Class 7 contains 178232 members 
Mstep: Class 8 contains 59819 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176553 members 
Mstep: Class 11 contains 159363 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49513 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49674 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186017 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355472.000000 Penalty: 75875.242188
Iteration 445Q: 23 clusters Score -1.443555e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94792 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 46683 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30401 members 
Mstep: Class 7 contains 178233 members 
Mstep: Class 8 contains 59821 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176551 members 
Mstep: Class 11 contains 159363 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49514 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49681 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186013 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355536.000000 Penalty: 75875.242188
Iteration 446Q: 23 clusters Score -1.443555e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 46683 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30401 members 
Mstep: Class 7 contains 178235 members 
Mstep: Class 8 contains 59823 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176547 members 
Mstep: Class 11 contains 159363 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27957 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49514 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49686 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186008 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355568.000000 Penalty: 75875.242188
Iteration 447Q: 23 clusters Score -1.443556e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 46683 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30400 members 
Mstep: Class 7 contains 178235 members 
Mstep: Class 8 contains 59823 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176548 members 
Mstep: Class 11 contains 159363 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27958 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49514 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49693 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 186001 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355552.000000 Penalty: 75875.242188
Iteration 448Q: 23 clusters Score -1.443556e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8457 members 
Mstep: Class 4 contains 46683 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30399 members 
Mstep: Class 7 contains 178234 members 
Mstep: Class 8 contains 59823 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176550 members 
Mstep: Class 11 contains 159361 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27957 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49515 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49699 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185999 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355552.000000 Penalty: 75875.242188
Iteration 449Q: 23 clusters Score -1.443556e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8457 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178233 members 
Mstep: Class 8 contains 59825 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176548 members 
Mstep: Class 11 contains 159369 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27957 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49515 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49701 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185993 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355552.000000 Penalty: 75875.242188
Iteration 450Q: 23 clusters Score -1.443556e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8457 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 178233 members 
Mstep: Class 8 contains 59827 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176544 members 
Mstep: Class 11 contains 159371 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27958 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49515 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49702 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185994 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355520.000000 Penalty: 75875.242188
Iteration 451Q: 23 clusters Score -1.443555e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94785 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8456 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 178236 members 
Mstep: Class 8 contains 59827 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176543 members 
Mstep: Class 11 contains 159374 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27958 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49515 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49703 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185991 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 452Q: 23 clusters Score -1.443556e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94780 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8456 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30395 members 
Mstep: Class 7 contains 178245 members 
Mstep: Class 8 contains 59827 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176541 members 
Mstep: Class 11 contains 159376 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27959 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49517 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49703 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185985 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355616.000000 Penalty: 75875.242188
Iteration 453Q: 23 clusters Score -1.443556e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8456 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30395 members 
Mstep: Class 7 contains 178245 members 
Mstep: Class 8 contains 59826 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176540 members 
Mstep: Class 11 contains 159382 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27957 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49518 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49705 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185984 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 454Q: 23 clusters Score -1.443556e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30395 members 
Mstep: Class 7 contains 178247 members 
Mstep: Class 8 contains 59825 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176540 members 
Mstep: Class 11 contains 159379 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27956 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49520 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49705 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185984 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355536.000000 Penalty: 75875.242188
Iteration 455Q: 23 clusters Score -1.443555e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46681 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30395 members 
Mstep: Class 7 contains 178241 members 
Mstep: Class 8 contains 59826 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176543 members 
Mstep: Class 11 contains 159384 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49520 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49706 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185982 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 456Q: 23 clusters Score -1.443556e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46680 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178239 members 
Mstep: Class 8 contains 59831 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176542 members 
Mstep: Class 11 contains 159382 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49523 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49709 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185974 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355552.000000 Penalty: 75875.242188
Iteration 457Q: 23 clusters Score -1.443556e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46680 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30398 members 
Mstep: Class 7 contains 178238 members 
Mstep: Class 8 contains 59832 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176540 members 
Mstep: Class 11 contains 159380 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27956 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49527 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49712 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185969 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355600.000000 Penalty: 75875.242188
Iteration 458Q: 23 clusters Score -1.443556e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46681 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178234 members 
Mstep: Class 8 contains 59835 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176541 members 
Mstep: Class 11 contains 159379 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49529 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49715 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185968 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 459Q: 23 clusters Score -1.443557e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94773 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30395 members 
Mstep: Class 7 contains 178229 members 
Mstep: Class 8 contains 59843 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176542 members 
Mstep: Class 11 contains 159375 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49532 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49720 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185966 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 460F: 23 clusters Score -1.443556e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46681 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30393 members 
Mstep: Class 7 contains 178232 members 
Mstep: Class 8 contains 59846 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176542 members 
Mstep: Class 11 contains 159375 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27950 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49534 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49724 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185961 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355760.000000 Penalty: 75875.242188
Iteration 461Q: 23 clusters Score -1.443558e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46681 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178233 members 
Mstep: Class 8 contains 59849 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176539 members 
Mstep: Class 11 contains 159372 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49533 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49728 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185956 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355712.000000 Penalty: 75875.242188
Iteration 462Q: 23 clusters Score -1.443557e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178237 members 
Mstep: Class 8 contains 59856 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176534 members 
Mstep: Class 11 contains 159362 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49532 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49731 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185957 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 463Q: 23 clusters Score -1.443557e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46681 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178238 members 
Mstep: Class 8 contains 59859 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176534 members 
Mstep: Class 11 contains 159353 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27959 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49531 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49739 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185953 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355600.000000 Penalty: 75875.242188
Iteration 464Q: 23 clusters Score -1.443556e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30393 members 
Mstep: Class 7 contains 178241 members 
Mstep: Class 8 contains 59861 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176535 members 
Mstep: Class 11 contains 159350 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27962 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49531 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49740 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185949 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 465Q: 23 clusters Score -1.443556e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94761 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46683 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30391 members 
Mstep: Class 7 contains 178242 members 
Mstep: Class 8 contains 59864 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176536 members 
Mstep: Class 11 contains 159352 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27962 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49531 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49742 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185943 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355648.000000 Penalty: 75875.242188
Iteration 466Q: 23 clusters Score -1.443556e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30393 members 
Mstep: Class 7 contains 178243 members 
Mstep: Class 8 contains 59865 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176538 members 
Mstep: Class 11 contains 159351 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27963 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49532 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49750 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185931 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 467Q: 23 clusters Score -1.443557e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94761 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30393 members 
Mstep: Class 7 contains 178243 members 
Mstep: Class 8 contains 59868 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176535 members 
Mstep: Class 11 contains 159350 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27964 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49534 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49757 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185922 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355616.000000 Penalty: 75875.242188
Iteration 468Q: 23 clusters Score -1.443556e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94760 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46680 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30393 members 
Mstep: Class 7 contains 178241 members 
Mstep: Class 8 contains 59871 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176532 members 
Mstep: Class 11 contains 159350 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27964 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49535 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49768 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185915 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355616.000000 Penalty: 75875.242188
Iteration 469Q: 23 clusters Score -1.443556e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94758 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46679 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178244 members 
Mstep: Class 8 contains 59874 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176531 members 
Mstep: Class 11 contains 159349 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27964 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49535 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49779 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185903 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355616.000000 Penalty: 75875.242188
Iteration 470Q: 23 clusters Score -1.443556e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46680 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178252 members 
Mstep: Class 8 contains 59879 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176532 members 
Mstep: Class 11 contains 159344 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27964 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49537 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49788 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185884 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355632.000000 Penalty: 75875.242188
Iteration 471Q: 23 clusters Score -1.443556e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 46680 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178260 members 
Mstep: Class 8 contains 59883 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176533 members 
Mstep: Class 11 contains 159344 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27964 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49537 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49794 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185864 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355632.000000 Penalty: 75875.242188
Iteration 472Q: 23 clusters Score -1.443556e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46680 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178272 members 
Mstep: Class 8 contains 59885 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176530 members 
Mstep: Class 11 contains 159347 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27964 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49537 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49799 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185848 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 473Q: 23 clusters Score -1.443556e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46678 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178274 members 
Mstep: Class 8 contains 59890 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176529 members 
Mstep: Class 11 contains 159346 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27964 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49537 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49804 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185840 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 474Q: 23 clusters Score -1.443556e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94754 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46678 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178275 members 
Mstep: Class 8 contains 59892 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176530 members 
Mstep: Class 11 contains 159342 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27965 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49540 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49811 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185830 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355616.000000 Penalty: 75875.242188
Iteration 475Q: 23 clusters Score -1.443556e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94753 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46677 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30395 members 
Mstep: Class 7 contains 178271 members 
Mstep: Class 8 contains 59897 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176531 members 
Mstep: Class 11 contains 159343 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27968 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49541 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49813 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185822 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355616.000000 Penalty: 75875.242188
Iteration 476Q: 23 clusters Score -1.443556e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94750 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46678 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178270 members 
Mstep: Class 8 contains 59906 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176532 members 
Mstep: Class 11 contains 159343 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27971 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49542 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49817 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185808 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355680.000000 Penalty: 75875.242188
Iteration 477Q: 23 clusters Score -1.443557e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46678 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 178269 members 
Mstep: Class 8 contains 59912 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176531 members 
Mstep: Class 11 contains 159343 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27973 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49541 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49819 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185801 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355776.000000 Penalty: 75875.242188
Iteration 478Q: 23 clusters Score -1.443558e+08 nChanged 31
Entering ConstructFrom: 
Score: -144355776.000000 Penalty: 75875.242188
Entering ConstructFrom: 
Trying to split cluster 1 (94749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94749 members 
Entering Unmasked Estep 
Score: -12700521.000000 Penalty: 2841.828613
	Iteration 0F: 2 clusters Score -1.270052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -12636865.000000 Penalty: 5683.657227
	Iteration 0F: 3 clusters Score -1.263686e+07 nChanged 44664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -12662259.000000 Penalty: 5683.657227
	Iteration 1F: 3 clusters Score -1.266226e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -12663176.000000 Penalty: 5683.657227
	Iteration 2Q: 3 clusters Score -1.266318e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -12664215.000000 Penalty: 5683.657227
	Iteration 3Q: 3 clusters Score -1.266422e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -12665822.000000 Penalty: 5683.657227
	Iteration 4Q: 3 clusters Score -1.266582e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -12668293.000000 Penalty: 5683.657227
	Iteration 5Q: 3 clusters Score -1.266829e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -12672553.000000 Penalty: 5683.657227
	Iteration 6F: 3 clusters Score -1.267255e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -12678351.000000 Penalty: 5683.657227
	Iteration 7F: 3 clusters Score -1.267835e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -12684771.000000 Penalty: 5683.657227
	Iteration 8F: 3 clusters Score -1.268477e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -12690610.000000 Penalty: 5683.657227
	Iteration 9F: 3 clusters Score -1.269061e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90320 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -12694349.000000 Penalty: 5683.657227
	Iteration 10Q: 3 clusters Score -1.269435e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12696366.000000 Penalty: 5683.657227
	Iteration 11Q: 3 clusters Score -1.269637e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -12697257.000000 Penalty: 5683.657227
	Iteration 12Q: 3 clusters Score -1.269726e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12697605.000000 Penalty: 5683.657227
	Iteration 13Q: 3 clusters Score -1.26976e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -12697793.000000 Penalty: 5683.657227
	Iteration 14Q: 3 clusters Score -1.269779e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12697867.000000 Penalty: 5683.657227
	Iteration 15Q: 3 clusters Score -1.269787e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12697909.000000 Penalty: 5683.657227
	Iteration 16Q: 3 clusters Score -1.269791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94356 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12697953.000000 Penalty: 5683.657227
	Iteration 17Q: 3 clusters Score -1.269795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94370 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12697976.000000 Penalty: 5683.657227
	Iteration 18Q: 3 clusters Score -1.269798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12697998.000000 Penalty: 5683.657227
	Iteration 19Q: 3 clusters Score -1.2698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -12698012.000000 Penalty: 5683.657227
	Iteration 20F: 3 clusters Score -1.269801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12698014.000000 Penalty: 5683.657227
	Iteration 21Q: 3 clusters Score -1.269801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94406 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -12698015.000000 Penalty: 5683.657227
	Iteration 22Q: 3 clusters Score -1.269802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12698020.000000 Penalty: 5683.657227
	Iteration 23Q: 3 clusters Score -1.269802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12698023.000000 Penalty: 5683.657227
	Iteration 24Q: 3 clusters Score -1.269802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94411 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -12698029.000000 Penalty: 5683.657227
	Iteration 25Q: 3 clusters Score -1.269803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12698026.000000 Penalty: 5683.657227
	Iteration 26Q: 3 clusters Score -1.269803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94413 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -12698028.000000 Penalty: 5683.657227
	Iteration 27Q: 3 clusters Score -1.269803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94412 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12698029.000000 Penalty: 5683.657227
	Iteration 28Q: 3 clusters Score -1.269803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94412 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12698029.000000 Penalty: 5683.657227
	Iteration 29F: 3 clusters Score -1.269803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -262666.406250 Penalty: 1886.630615
	Iteration 0F: 2 clusters Score -262666.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -260019.593750 Penalty: 3773.261230
	Iteration 0F: 3 clusters Score -260019.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -260551.953125 Penalty: 3773.261230
	Iteration 1F: 3 clusters Score -260552 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -260704.093750 Penalty: 3773.261230
	Iteration 2F: 3 clusters Score -260704.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -260785.281250 Penalty: 3773.261230
	Iteration 3Q: 3 clusters Score -260785.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -260846.687500 Penalty: 3773.261230
	Iteration 4Q: 3 clusters Score -260846.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -260905.671875 Penalty: 3773.261230
	Iteration 5Q: 3 clusters Score -260905.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -260956.796875 Penalty: 3773.261230
	Iteration 6Q: 3 clusters Score -260956.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -261009.765625 Penalty: 3773.261230
	Iteration 7Q: 3 clusters Score -261009.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -261078.156250 Penalty: 3773.261230
	Iteration 8Q: 3 clusters Score -261078.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -261156.437500 Penalty: 3773.261230
	Iteration 9Q: 3 clusters Score -261156.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -261230.562500 Penalty: 3773.261230
	Iteration 10Q: 3 clusters Score -261230.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -261301.984375 Penalty: 3773.261230
	Iteration 11Q: 3 clusters Score -261302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -261370.796875 Penalty: 3773.261230
	Iteration 12Q: 3 clusters Score -261370.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -261423.718750 Penalty: 3773.261230
	Iteration 13Q: 3 clusters Score -261423.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -261472.843750 Penalty: 3773.261230
	Iteration 14Q: 3 clusters Score -261472.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -261511.359375 Penalty: 3773.261230
	Iteration 15Q: 3 clusters Score -261511.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -261541.875000 Penalty: 3773.261230
	Iteration 16Q: 3 clusters Score -261541.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -261577.171875 Penalty: 3773.261230
	Iteration 17Q: 3 clusters Score -261577.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -261629.953125 Penalty: 3773.261230
	Iteration 18Q: 3 clusters Score -261630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -261674.265625 Penalty: 3773.261230
	Iteration 19Q: 3 clusters Score -261674.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -261700.984375 Penalty: 3773.261230
	Iteration 20F: 3 clusters Score -261701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -261723.281250 Penalty: 3773.261230
	Iteration 21Q: 3 clusters Score -261723.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -261736.093750 Penalty: 3773.261230
	Iteration 22Q: 3 clusters Score -261736.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -261757.812500 Penalty: 3773.261230
	Iteration 23Q: 3 clusters Score -261757.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -261782.250000 Penalty: 3773.261230
	Iteration 24Q: 3 clusters Score -261782.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -261799.156250 Penalty: 3773.261230
	Iteration 25Q: 3 clusters Score -261799.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -261818.593750 Penalty: 3773.261230
	Iteration 26Q: 3 clusters Score -261818.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -261833.406250 Penalty: 3773.261230
	Iteration 27Q: 3 clusters Score -261833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -261849.281250 Penalty: 3773.261230
	Iteration 28Q: 3 clusters Score -261849.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -261859.265625 Penalty: 3773.261230
	Iteration 29Q: 3 clusters Score -261859.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -261863.859375 Penalty: 3773.261230
	Iteration 30Q: 3 clusters Score -261863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -261866.250000 Penalty: 3773.261230
	Iteration 31Q: 3 clusters Score -261866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -261867.468750 Penalty: 3773.261230
	Iteration 32Q: 3 clusters Score -261867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -261869.109375 Penalty: 3773.261230
	Iteration 33Q: 3 clusters Score -261869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261869.531250 Penalty: 3773.261230
	Iteration 34Q: 3 clusters Score -261869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261869.531250 Penalty: 3773.261230
	Iteration 35F: 3 clusters Score -261869.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Entering Unmasked Estep 
Score: -1140185.500000 Penalty: 2242.513916
	Iteration 0F: 2 clusters Score -1140186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1133426.125000 Penalty: 4485.027832
	Iteration 0F: 3 clusters Score -1133426 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1135251.250000 Penalty: 4485.027832
	Iteration 1F: 3 clusters Score -1135251 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1135515.500000 Penalty: 4485.027832
	Iteration 2F: 3 clusters Score -1135516 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1135700.000000 Penalty: 4485.027832
	Iteration 3F: 3 clusters Score -1135700 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1135845.875000 Penalty: 4485.027832
	Iteration 4Q: 3 clusters Score -1135846 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1135992.750000 Penalty: 4485.027832
	Iteration 5Q: 3 clusters Score -1135993 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1136141.750000 Penalty: 4485.027832
	Iteration 6Q: 3 clusters Score -1136142 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1136301.375000 Penalty: 4485.027832
	Iteration 7Q: 3 clusters Score -1136301 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1136464.750000 Penalty: 4485.027832
	Iteration 8Q: 3 clusters Score -1136465 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1136611.750000 Penalty: 4485.027832
	Iteration 9Q: 3 clusters Score -1136612 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1136763.250000 Penalty: 4485.027832
	Iteration 10Q: 3 clusters Score -1136763 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1136917.625000 Penalty: 4485.027832
	Iteration 11Q: 3 clusters Score -1136918 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1137081.250000 Penalty: 4485.027832
	Iteration 12Q: 3 clusters Score -1137081 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1137243.250000 Penalty: 4485.027832
	Iteration 13Q: 3 clusters Score -1137243 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1137397.625000 Penalty: 4485.027832
	Iteration 14Q: 3 clusters Score -1137398 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1137540.250000 Penalty: 4485.027832
	Iteration 15Q: 3 clusters Score -1137540 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1137665.625000 Penalty: 4485.027832
	Iteration 16Q: 3 clusters Score -1137666 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1137784.625000 Penalty: 4485.027832
	Iteration 17Q: 3 clusters Score -1137785 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1137909.625000 Penalty: 4485.027832
	Iteration 18Q: 3 clusters Score -1137910 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1138017.750000 Penalty: 4485.027832
	Iteration 19Q: 3 clusters Score -1138018 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1138121.625000 Penalty: 4485.027832
	Iteration 20F: 3 clusters Score -1138122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1138219.750000 Penalty: 4485.027832
	Iteration 21Q: 3 clusters Score -1138220 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1138295.125000 Penalty: 4485.027832
	Iteration 22Q: 3 clusters Score -1138295 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1138358.875000 Penalty: 4485.027832
	Iteration 23Q: 3 clusters Score -1138359 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1138406.375000 Penalty: 4485.027832
	Iteration 24Q: 3 clusters Score -1138406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1138444.875000 Penalty: 4485.027832
	Iteration 25Q: 3 clusters Score -1138445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1138475.000000 Penalty: 4485.027832
	Iteration 26Q: 3 clusters Score -1138475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1138503.125000 Penalty: 4485.027832
	Iteration 27Q: 3 clusters Score -1138503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1138527.500000 Penalty: 4485.027832
	Iteration 28Q: 3 clusters Score -1138528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1138552.750000 Penalty: 4485.027832
	Iteration 29Q: 3 clusters Score -1138553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1138568.875000 Penalty: 4485.027832
	Iteration 30Q: 3 clusters Score -1138569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1138578.250000 Penalty: 4485.027832
	Iteration 31Q: 3 clusters Score -1138578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1138598.875000 Penalty: 4485.027832
	Iteration 32Q: 3 clusters Score -1138599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1138606.625000 Penalty: 4485.027832
	Iteration 33Q: 3 clusters Score -1138607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1138617.000000 Penalty: 4485.027832
	Iteration 34Q: 3 clusters Score -1138617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1138624.500000 Penalty: 4485.027832
	Iteration 35Q: 3 clusters Score -1138624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1138637.625000 Penalty: 4485.027832
	Iteration 36Q: 3 clusters Score -1138638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1138648.875000 Penalty: 4485.027832
	Iteration 37Q: 3 clusters Score -1138649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1138651.625000 Penalty: 4485.027832
	Iteration 38Q: 3 clusters Score -1138652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1138656.750000 Penalty: 4485.027832
	Iteration 39Q: 3 clusters Score -1138657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1138657.000000 Penalty: 4485.027832
	Iteration 40F: 3 clusters Score -1138657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1138659.875000 Penalty: 4485.027832
	Iteration 41Q: 3 clusters Score -1138660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1138660.250000 Penalty: 4485.027832
	Iteration 42Q: 3 clusters Score -1138660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1138661.375000 Penalty: 4485.027832
	Iteration 43Q: 3 clusters Score -1138661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1138662.625000 Penalty: 4485.027832
	Iteration 44Q: 3 clusters Score -1138663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1138663.500000 Penalty: 4485.027832
	Iteration 45Q: 3 clusters Score -1138664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1138664.125000 Penalty: 4485.027832
	Iteration 46Q: 3 clusters Score -1138664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1138665.500000 Penalty: 4485.027832
	Iteration 47Q: 3 clusters Score -1138666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1138665.500000 Penalty: 4485.027832
	Iteration 48F: 3 clusters Score -1138666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Entering Unmasked Estep 
Score: -6315885.500000 Penalty: 2666.260498
	Iteration 0F: 2 clusters Score -6315886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -6284434.500000 Penalty: 5332.520996
	Iteration 0F: 3 clusters Score -6284434 nChanged 21463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -6296370.500000 Penalty: 5332.520996
	Iteration 1F: 3 clusters Score -6296370 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -6296814.500000 Penalty: 5332.520996
	Iteration 2Q: 3 clusters Score -6296814 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -6297250.500000 Penalty: 5332.520996
	Iteration 3Q: 3 clusters Score -6297250 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -6297717.000000 Penalty: 5332.520996
	Iteration 4Q: 3 clusters Score -6297717 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -6298366.500000 Penalty: 5332.520996
	Iteration 5Q: 3 clusters Score -6298366 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -6299420.000000 Penalty: 5332.520996
	Iteration 6Q: 3 clusters Score -6299420 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -6300999.500000 Penalty: 5332.520996
	Iteration 7F: 3 clusters Score -6301000 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -6303350.500000 Penalty: 5332.520996
	Iteration 8F: 3 clusters Score -6303350 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -6306328.500000 Penalty: 5332.520996
	Iteration 9F: 3 clusters Score -6306328 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -6309098.500000 Penalty: 5332.520996
	Iteration 10F: 3 clusters Score -6309098 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -6311085.500000 Penalty: 5332.520996
	Iteration 11Q: 3 clusters Score -6311086 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -6312296.500000 Penalty: 5332.520996
	Iteration 12Q: 3 clusters Score -6312296 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -6312901.000000 Penalty: 5332.520996
	Iteration 13Q: 3 clusters Score -6312901 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -6313229.500000 Penalty: 5332.520996
	Iteration 14Q: 3 clusters Score -6313230 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -6313382.000000 Penalty: 5332.520996
	Iteration 15Q: 3 clusters Score -6313382 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -6313459.000000 Penalty: 5332.520996
	Iteration 16Q: 3 clusters Score -6313459 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -6313528.000000 Penalty: 5332.520996
	Iteration 17Q: 3 clusters Score -6313528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -6313582.000000 Penalty: 5332.520996
	Iteration 18Q: 3 clusters Score -6313582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -6313638.000000 Penalty: 5332.520996
	Iteration 19Q: 3 clusters Score -6313638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -6313666.500000 Penalty: 5332.520996
	Iteration 20F: 3 clusters Score -6313666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -6313704.000000 Penalty: 5332.520996
	Iteration 21Q: 3 clusters Score -6313704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -6313720.000000 Penalty: 5332.520996
	Iteration 22Q: 3 clusters Score -6313720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -6313730.000000 Penalty: 5332.520996
	Iteration 23Q: 3 clusters Score -6313730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -6313758.500000 Penalty: 5332.520996
	Iteration 24Q: 3 clusters Score -6313758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -6313767.000000 Penalty: 5332.520996
	Iteration 25Q: 3 clusters Score -6313767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -6313766.500000 Penalty: 5332.520996
	Iteration 26Q: 3 clusters Score -6313766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -6313774.500000 Penalty: 5332.520996
	Iteration 27Q: 3 clusters Score -6313774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -6313777.500000 Penalty: 5332.520996
	Iteration 28Q: 3 clusters Score -6313778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -6313789.500000 Penalty: 5332.520996
	Iteration 29Q: 3 clusters Score -6313790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -6313790.500000 Penalty: 5332.520996
	Iteration 30Q: 3 clusters Score -6313790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -6313793.500000 Penalty: 5332.520996
	Iteration 31Q: 3 clusters Score -6313794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -6313799.500000 Penalty: 5332.520996
	Iteration 32Q: 3 clusters Score -6313800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -6313804.000000 Penalty: 5332.520996
	Iteration 33Q: 3 clusters Score -6313804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6313813.000000 Penalty: 5332.520996
	Iteration 34Q: 3 clusters Score -6313813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -6313822.500000 Penalty: 5332.520996
	Iteration 35Q: 3 clusters Score -6313822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -6313818.500000 Penalty: 5332.520996
	Iteration 36Q: 3 clusters Score -6313818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -6313825.000000 Penalty: 5332.520996
	Iteration 37Q: 3 clusters Score -6313825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -6313831.000000 Penalty: 5332.520996
	Iteration 38Q: 3 clusters Score -6313831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -6313832.000000 Penalty: 5332.520996
	Iteration 39Q: 3 clusters Score -6313832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -6313836.000000 Penalty: 5332.520996
	Iteration 40F: 3 clusters Score -6313836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -6313833.500000 Penalty: 5332.520996
	Iteration 41Q: 3 clusters Score -6313834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -6313831.500000 Penalty: 5332.520996
	Iteration 42Q: 3 clusters Score -6313832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -6313831.500000 Penalty: 5332.520996
	Iteration 43F: 3 clusters Score -6313832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -175719.453125 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -175719.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -173456.796875 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -173456.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -173848.484375 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -173848.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -173989.406250 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -173989.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -174070.781250 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -174070.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -174130.609375 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -174130.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -174175.765625 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -174175.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -174209.812500 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -174209.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -174242.984375 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -174243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -174270.390625 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -174270.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -174291.765625 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -174291.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -174307.171875 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -174307.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -174325.312500 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -174325.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -174345.203125 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -174345.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -174359.546875 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -174359.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -174377.843750 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -174377.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -174396.718750 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -174396.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174413.937500 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -174413.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -174432.765625 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -174432.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -174449.921875 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -174449.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -174462.031250 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -174462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -174473.328125 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -174473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -174481.562500 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -174481.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -174497.453125 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -174497.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -174512.703125 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -174512.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -174531.593750 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -174531.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -174549.765625 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -174549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -174568.625000 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -174568.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -174581.765625 Penalty: 3592.782471
	Iteration 27Q: 3 clusters Score -174581.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -174595.468750 Penalty: 3592.782471
	Iteration 28Q: 3 clusters Score -174595.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -174611.921875 Penalty: 3592.782471
	Iteration 29Q: 3 clusters Score -174611.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -174632.031250 Penalty: 3592.782471
	Iteration 30Q: 3 clusters Score -174632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174651.312500 Penalty: 3592.782471
	Iteration 31Q: 3 clusters Score -174651.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -174664.265625 Penalty: 3592.782471
	Iteration 32Q: 3 clusters Score -174664.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -174678.734375 Penalty: 3592.782471
	Iteration 33Q: 3 clusters Score -174678.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -174694.515625 Penalty: 3592.782471
	Iteration 34Q: 3 clusters Score -174694.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -174712.062500 Penalty: 3592.782471
	Iteration 35Q: 3 clusters Score -174712.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -174726.500000 Penalty: 3592.782471
	Iteration 36Q: 3 clusters Score -174726.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -174738.390625 Penalty: 3592.782471
	Iteration 37Q: 3 clusters Score -174738.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -174759.875000 Penalty: 3592.782471
	Iteration 38Q: 3 clusters Score -174759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -174772.843750 Penalty: 3592.782471
	Iteration 39Q: 3 clusters Score -174772.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -174783.390625 Penalty: 3592.782471
	Iteration 40F: 3 clusters Score -174783.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -174794.406250 Penalty: 3592.782471
	Iteration 41Q: 3 clusters Score -174794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -174807.015625 Penalty: 3592.782471
	Iteration 42Q: 3 clusters Score -174807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -174825.781250 Penalty: 3592.782471
	Iteration 43Q: 3 clusters Score -174825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -174849.546875 Penalty: 3592.782471
	Iteration 44Q: 3 clusters Score -174849.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -174886.343750 Penalty: 3592.782471
	Iteration 45Q: 3 clusters Score -174886.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -174957.531250 Penalty: 3592.782471
	Iteration 46Q: 3 clusters Score -174957.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -175025.359375 Penalty: 3592.782471
	Iteration 47Q: 3 clusters Score -175025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -175053.656250 Penalty: 3592.782471
	Iteration 48Q: 3 clusters Score -175053.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -175083.796875 Penalty: 3592.782471
	Iteration 49Q: 3 clusters Score -175083.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -175121.718750 Penalty: 3592.782471
	Iteration 50Q: 3 clusters Score -175121.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -175202.750000 Penalty: 3592.782471
	Iteration 51Q: 3 clusters Score -175202.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -175279.203125 Penalty: 3592.782471
	Iteration 52Q: 3 clusters Score -175279.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -175324.781250 Penalty: 3592.782471
	Iteration 53Q: 3 clusters Score -175324.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -175367.390625 Penalty: 3592.782471
	Iteration 54Q: 3 clusters Score -175367.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -175409.984375 Penalty: 3592.782471
	Iteration 55Q: 3 clusters Score -175410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -175478.203125 Penalty: 3592.782471
	Iteration 56Q: 3 clusters Score -175478.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -175523.578125 Penalty: 3592.782471
	Iteration 57Q: 3 clusters Score -175523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -175538.109375 Penalty: 3592.782471
	Iteration 58Q: 3 clusters Score -175538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -175539.390625 Penalty: 3592.782471
	Iteration 59Q: 3 clusters Score -175539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -175539.390625 Penalty: 3592.782471
	Iteration 60F: 3 clusters Score -175539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Entering Unmasked Estep 
Score: -4129707.250000 Penalty: 2559.880371
	Iteration 0F: 2 clusters Score -4129707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -4108871.500000 Penalty: 5119.760742
	Iteration 0F: 3 clusters Score -4108872 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4116225.500000 Penalty: 5119.760742
	Iteration 1F: 3 clusters Score -4116226 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4116675.250000 Penalty: 5119.760742
	Iteration 2Q: 3 clusters Score -4116675 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -4117069.500000 Penalty: 5119.760742
	Iteration 3Q: 3 clusters Score -4117070 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4117422.000000 Penalty: 5119.760742
	Iteration 4Q: 3 clusters Score -4117422 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -4117800.500000 Penalty: 5119.760742
	Iteration 5Q: 3 clusters Score -4117800 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -4118209.250000 Penalty: 5119.760742
	Iteration 6Q: 3 clusters Score -4118209 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4118733.500000 Penalty: 5119.760742
	Iteration 7Q: 3 clusters Score -4118734 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -4119445.000000 Penalty: 5119.760742
	Iteration 8Q: 3 clusters Score -4119445 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -4120406.250000 Penalty: 5119.760742
	Iteration 9F: 3 clusters Score -4120406 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -4121687.750000 Penalty: 5119.760742
	Iteration 10F: 3 clusters Score -4121688 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4123293.000000 Penalty: 5119.760742
	Iteration 11F: 3 clusters Score -4123293 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4124870.500000 Penalty: 5119.760742
	Iteration 12F: 3 clusters Score -4124870 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4126010.750000 Penalty: 5119.760742
	Iteration 13Q: 3 clusters Score -4126011 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4126627.000000 Penalty: 5119.760742
	Iteration 14Q: 3 clusters Score -4126627 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4126968.000000 Penalty: 5119.760742
	Iteration 15Q: 3 clusters Score -4126968 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4127162.500000 Penalty: 5119.760742
	Iteration 16Q: 3 clusters Score -4127162 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4127268.500000 Penalty: 5119.760742
	Iteration 17Q: 3 clusters Score -4127268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4127344.500000 Penalty: 5119.760742
	Iteration 18Q: 3 clusters Score -4127344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4127388.000000 Penalty: 5119.760742
	Iteration 19Q: 3 clusters Score -4127388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4127413.500000 Penalty: 5119.760742
	Iteration 20F: 3 clusters Score -4127414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4127435.750000 Penalty: 5119.760742
	Iteration 21Q: 3 clusters Score -4127436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4127453.250000 Penalty: 5119.760742
	Iteration 22Q: 3 clusters Score -4127453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4127458.000000 Penalty: 5119.760742
	Iteration 23Q: 3 clusters Score -4127458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4127472.750000 Penalty: 5119.760742
	Iteration 24Q: 3 clusters Score -4127473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4127474.000000 Penalty: 5119.760742
	Iteration 25Q: 3 clusters Score -4127474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4127477.500000 Penalty: 5119.760742
	Iteration 26Q: 3 clusters Score -4127478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4127479.250000 Penalty: 5119.760742
	Iteration 27Q: 3 clusters Score -4127479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4127479.250000 Penalty: 5119.760742
	Iteration 28F: 3 clusters Score -4127479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (178271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178271 members 
Entering Unmasked Estep 
Score: -23854230.000000 Penalty: 2998.582764
	Iteration 0F: 2 clusters Score -2.385423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -23738414.000000 Penalty: 5997.165527
	Iteration 0F: 3 clusters Score -2.373841e+07 nChanged 85511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -23788140.000000 Penalty: 5997.165527
	Iteration 1F: 3 clusters Score -2.378814e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -23788970.000000 Penalty: 5997.165527
	Iteration 2Q: 3 clusters Score -2.378897e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 93456 members 
Entering Unmasked Estep 
Score: -23790124.000000 Penalty: 5997.165527
	Iteration 3Q: 3 clusters Score -2.379012e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82908 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -23791594.000000 Penalty: 5997.165527
	Iteration 4Q: 3 clusters Score -2.379159e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 98249 members 
Entering Unmasked Estep 
Score: -23793814.000000 Penalty: 5997.165527
	Iteration 5Q: 3 clusters Score -2.379381e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 102218 members 
Entering Unmasked Estep 
Score: -23797678.000000 Penalty: 5997.165527
	Iteration 6Q: 3 clusters Score -2.379768e+07 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 107605 members 
Entering Unmasked Estep 
Score: -23803728.000000 Penalty: 5997.165527
	Iteration 7F: 3 clusters Score -2.380373e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 114072 members 
Entering Unmasked Estep 
Score: -23811466.000000 Penalty: 5997.165527
	Iteration 8F: 3 clusters Score -2.381147e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 120798 members 
Entering Unmasked Estep 
Score: -23819468.000000 Penalty: 5997.165527
	Iteration 9F: 3 clusters Score -2.381947e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 126789 members 
Entering Unmasked Estep 
Score: -23826338.000000 Penalty: 5997.165527
	Iteration 10F: 3 clusters Score -2.382634e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 131989 members 
Entering Unmasked Estep 
Score: -23831022.000000 Penalty: 5997.165527
	Iteration 11Q: 3 clusters Score -2.383102e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 136420 members 
Entering Unmasked Estep 
Score: -23834536.000000 Penalty: 5997.165527
	Iteration 12Q: 3 clusters Score -2.383454e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 140470 members 
Entering Unmasked Estep 
Score: -23836944.000000 Penalty: 5997.165527
	Iteration 13Q: 3 clusters Score -2.383694e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 144463 members 
Entering Unmasked Estep 
Score: -23839010.000000 Penalty: 5997.165527
	Iteration 14Q: 3 clusters Score -2.383901e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 148310 members 
Entering Unmasked Estep 
Score: -23840716.000000 Penalty: 5997.165527
	Iteration 15Q: 3 clusters Score -2.384072e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -23842472.000000 Penalty: 5997.165527
	Iteration 16Q: 3 clusters Score -2.384247e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 155825 members 
Entering Unmasked Estep 
Score: -23844002.000000 Penalty: 5997.165527
	Iteration 17Q: 3 clusters Score -2.3844e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -23845354.000000 Penalty: 5997.165527
	Iteration 18Q: 3 clusters Score -2.384535e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 162464 members 
Entering Unmasked Estep 
Score: -23846474.000000 Penalty: 5997.165527
	Iteration 19Q: 3 clusters Score -2.384647e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 165218 members 
Entering Unmasked Estep 
Score: -23847590.000000 Penalty: 5997.165527
	Iteration 20F: 3 clusters Score -2.384759e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 167568 members 
Entering Unmasked Estep 
Score: -23848530.000000 Penalty: 5997.165527
	Iteration 21Q: 3 clusters Score -2.384853e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 169485 members 
Entering Unmasked Estep 
Score: -23849224.000000 Penalty: 5997.165527
	Iteration 22Q: 3 clusters Score -2.384922e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -23849806.000000 Penalty: 5997.165527
	Iteration 23Q: 3 clusters Score -2.384981e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 172226 members 
Entering Unmasked Estep 
Score: -23850222.000000 Penalty: 5997.165527
	Iteration 24Q: 3 clusters Score -2.385022e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 173218 members 
Entering Unmasked Estep 
Score: -23850528.000000 Penalty: 5997.165527
	Iteration 25Q: 3 clusters Score -2.385053e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 173992 members 
Entering Unmasked Estep 
Score: -23850820.000000 Penalty: 5997.165527
	Iteration 26Q: 3 clusters Score -2.385082e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 174583 members 
Entering Unmasked Estep 
Score: -23851052.000000 Penalty: 5997.165527
	Iteration 27Q: 3 clusters Score -2.385105e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 175052 members 
Entering Unmasked Estep 
Score: -23851228.000000 Penalty: 5997.165527
	Iteration 28Q: 3 clusters Score -2.385123e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 175390 members 
Entering Unmasked Estep 
Score: -23851328.000000 Penalty: 5997.165527
	Iteration 29Q: 3 clusters Score -2.385133e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 175651 members 
Entering Unmasked Estep 
Score: -23851424.000000 Penalty: 5997.165527
	Iteration 30Q: 3 clusters Score -2.385142e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 175860 members 
Entering Unmasked Estep 
Score: -23851500.000000 Penalty: 5997.165527
	Iteration 31Q: 3 clusters Score -2.38515e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 176029 members 
Entering Unmasked Estep 
Score: -23851544.000000 Penalty: 5997.165527
	Iteration 32Q: 3 clusters Score -2.385154e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 176167 members 
Entering Unmasked Estep 
Score: -23851600.000000 Penalty: 5997.165527
	Iteration 33Q: 3 clusters Score -2.38516e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 176289 members 
Entering Unmasked Estep 
Score: -23851644.000000 Penalty: 5997.165527
	Iteration 34Q: 3 clusters Score -2.385164e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 176392 members 
Entering Unmasked Estep 
Score: -23851666.000000 Penalty: 5997.165527
	Iteration 35Q: 3 clusters Score -2.385167e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 176483 members 
Entering Unmasked Estep 
Score: -23851682.000000 Penalty: 5997.165527
	Iteration 36Q: 3 clusters Score -2.385168e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 176549 members 
Entering Unmasked Estep 
Score: -23851660.000000 Penalty: 5997.165527
	Iteration 37Q: 3 clusters Score -2.385166e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 176595 members 
Entering Unmasked Estep 
Score: -23851690.000000 Penalty: 5997.165527
	Iteration 38Q: 3 clusters Score -2.385169e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -23851702.000000 Penalty: 5997.165527
	Iteration 39Q: 3 clusters Score -2.38517e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 176666 members 
Entering Unmasked Estep 
Score: -23851710.000000 Penalty: 5997.165527
	Iteration 40F: 3 clusters Score -2.385171e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 176708 members 
Entering Unmasked Estep 
Score: -23851718.000000 Penalty: 5997.165527
	Iteration 41Q: 3 clusters Score -2.385172e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 176747 members 
Entering Unmasked Estep 
Score: -23851738.000000 Penalty: 5997.165527
	Iteration 42Q: 3 clusters Score -2.385174e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 176776 members 
Entering Unmasked Estep 
Score: -23851706.000000 Penalty: 5997.165527
	Iteration 43Q: 3 clusters Score -2.385171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 176796 members 
Entering Unmasked Estep 
Score: -23851734.000000 Penalty: 5997.165527
	Iteration 44Q: 3 clusters Score -2.385173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 176820 members 
Entering Unmasked Estep 
Score: -23851752.000000 Penalty: 5997.165527
	Iteration 45Q: 3 clusters Score -2.385175e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 176847 members 
Entering Unmasked Estep 
Score: -23851736.000000 Penalty: 5997.165527
	Iteration 46Q: 3 clusters Score -2.385174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -23851766.000000 Penalty: 5997.165527
	Iteration 47Q: 3 clusters Score -2.385177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 176880 members 
Entering Unmasked Estep 
Score: -23851788.000000 Penalty: 5997.165527
	Iteration 48Q: 3 clusters Score -2.385179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 176895 members 
Entering Unmasked Estep 
Score: -23851792.000000 Penalty: 5997.165527
	Iteration 49Q: 3 clusters Score -2.385179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 176909 members 
Entering Unmasked Estep 
Score: -23851804.000000 Penalty: 5997.165527
	Iteration 50Q: 3 clusters Score -2.38518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 176918 members 
Entering Unmasked Estep 
Score: -23851818.000000 Penalty: 5997.165527
	Iteration 51Q: 3 clusters Score -2.385182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 176925 members 
Entering Unmasked Estep 
Score: -23851830.000000 Penalty: 5997.165527
	Iteration 52Q: 3 clusters Score -2.385183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 176933 members 
Entering Unmasked Estep 
Score: -23851808.000000 Penalty: 5997.165527
	Iteration 53Q: 3 clusters Score -2.385181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -23851812.000000 Penalty: 5997.165527
	Iteration 54Q: 3 clusters Score -2.385181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 176953 members 
Entering Unmasked Estep 
Score: -23851808.000000 Penalty: 5997.165527
	Iteration 55Q: 3 clusters Score -2.385181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 176959 members 
Entering Unmasked Estep 
Score: -23851810.000000 Penalty: 5997.165527
	Iteration 56Q: 3 clusters Score -2.385181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 176963 members 
Entering Unmasked Estep 
Score: -23851828.000000 Penalty: 5997.165527
	Iteration 57Q: 3 clusters Score -2.385183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 176968 members 
Entering Unmasked Estep 
Score: -23851818.000000 Penalty: 5997.165527
	Iteration 58Q: 3 clusters Score -2.385182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 176971 members 
Entering Unmasked Estep 
Score: -23851818.000000 Penalty: 5997.165527
	Iteration 59Q: 3 clusters Score -2.385182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 176975 members 
Entering Unmasked Estep 
Score: -23851810.000000 Penalty: 5997.165527
	Iteration 60F: 3 clusters Score -2.385181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 176977 members 
Entering Unmasked Estep 
Score: -23851812.000000 Penalty: 5997.165527
	Iteration 61Q: 3 clusters Score -2.385181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 176977 members 
Entering Unmasked Estep 
Score: -23851796.000000 Penalty: 5997.165527
	Iteration 62Q: 3 clusters Score -2.38518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 176979 members 
Entering Unmasked Estep 
Score: -23851796.000000 Penalty: 5997.165527
	Iteration 63Q: 3 clusters Score -2.38518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 176982 members 
Entering Unmasked Estep 
Score: -23851804.000000 Penalty: 5997.165527
	Iteration 64Q: 3 clusters Score -2.38518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 176988 members 
Entering Unmasked Estep 
Score: -23851828.000000 Penalty: 5997.165527
	Iteration 65Q: 3 clusters Score -2.385183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 176990 members 
Entering Unmasked Estep 
Score: -23851846.000000 Penalty: 5997.165527
	Iteration 66Q: 3 clusters Score -2.385185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 176991 members 
Entering Unmasked Estep 
Score: -23851816.000000 Penalty: 5997.165527
	Iteration 67Q: 3 clusters Score -2.385182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 176990 members 
Entering Unmasked Estep 
Score: -23851830.000000 Penalty: 5997.165527
	Iteration 68Q: 3 clusters Score -2.385183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 176992 members 
Entering Unmasked Estep 
Score: -23851838.000000 Penalty: 5997.165527
	Iteration 69Q: 3 clusters Score -2.385184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 176993 members 
Entering Unmasked Estep 
Score: -23851842.000000 Penalty: 5997.165527
	Iteration 70Q: 3 clusters Score -2.385184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 176995 members 
Entering Unmasked Estep 
Score: -23851844.000000 Penalty: 5997.165527
	Iteration 71Q: 3 clusters Score -2.385184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 176995 members 
Entering Unmasked Estep 
Score: -23851844.000000 Penalty: 5997.165527
	Iteration 72F: 3 clusters Score -2.385184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Entering Unmasked Estep 
Score: -8130727.000000 Penalty: 2728.173340
	Iteration 0F: 2 clusters Score -8130727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -8090525.000000 Penalty: 5456.346680
	Iteration 0F: 3 clusters Score -8090525 nChanged 27811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -8106196.000000 Penalty: 5456.346680
	Iteration 1F: 3 clusters Score -8106196 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -8106794.500000 Penalty: 5456.346680
	Iteration 2Q: 3 clusters Score -8106794 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -8107455.500000 Penalty: 5456.346680
	Iteration 3Q: 3 clusters Score -8107456 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -8108149.500000 Penalty: 5456.346680
	Iteration 4Q: 3 clusters Score -8108150 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -8109129.000000 Penalty: 5456.346680
	Iteration 5Q: 3 clusters Score -8109129 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -8110366.000000 Penalty: 5456.346680
	Iteration 6Q: 3 clusters Score -8110366 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -8111886.500000 Penalty: 5456.346680
	Iteration 7Q: 3 clusters Score -8111886 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -8113871.500000 Penalty: 5456.346680
	Iteration 8F: 3 clusters Score -8113872 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -8116254.500000 Penalty: 5456.346680
	Iteration 9F: 3 clusters Score -8116254 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -8118794.500000 Penalty: 5456.346680
	Iteration 10F: 3 clusters Score -8118794 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -8120671.500000 Penalty: 5456.346680
	Iteration 11F: 3 clusters Score -8120672 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -8121689.500000 Penalty: 5456.346680
	Iteration 12Q: 3 clusters Score -8121690 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -8122118.000000 Penalty: 5456.346680
	Iteration 13Q: 3 clusters Score -8122118 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -8122350.000000 Penalty: 5456.346680
	Iteration 14Q: 3 clusters Score -8122350 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -8122513.500000 Penalty: 5456.346680
	Iteration 15Q: 3 clusters Score -8122514 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -8122617.000000 Penalty: 5456.346680
	Iteration 16Q: 3 clusters Score -8122617 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -8122749.500000 Penalty: 5456.346680
	Iteration 17Q: 3 clusters Score -8122750 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -8122871.500000 Penalty: 5456.346680
	Iteration 18Q: 3 clusters Score -8122872 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -8122939.500000 Penalty: 5456.346680
	Iteration 19Q: 3 clusters Score -8122940 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -8123000.500000 Penalty: 5456.346680
	Iteration 20F: 3 clusters Score -8123000 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -8123059.000000 Penalty: 5456.346680
	Iteration 21Q: 3 clusters Score -8123059 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -8123086.000000 Penalty: 5456.346680
	Iteration 22Q: 3 clusters Score -8123086 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -8123132.500000 Penalty: 5456.346680
	Iteration 23Q: 3 clusters Score -8123132 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -8123148.500000 Penalty: 5456.346680
	Iteration 24Q: 3 clusters Score -8123148 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -8123170.000000 Penalty: 5456.346680
	Iteration 25Q: 3 clusters Score -8123170 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -8123207.000000 Penalty: 5456.346680
	Iteration 26Q: 3 clusters Score -8123207 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -8123220.000000 Penalty: 5456.346680
	Iteration 27Q: 3 clusters Score -8123220 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -8123237.000000 Penalty: 5456.346680
	Iteration 28Q: 3 clusters Score -8123237 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -8123232.500000 Penalty: 5456.346680
	Iteration 29Q: 3 clusters Score -8123232 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -8123220.000000 Penalty: 5456.346680
	Iteration 30Q: 3 clusters Score -8123220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -8123211.500000 Penalty: 5456.346680
	Iteration 31Q: 3 clusters Score -8123212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -8123197.000000 Penalty: 5456.346680
	Iteration 32Q: 3 clusters Score -8123197 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -8123230.500000 Penalty: 5456.346680
	Iteration 33Q: 3 clusters Score -8123230 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -8123252.000000 Penalty: 5456.346680
	Iteration 34Q: 3 clusters Score -8123252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -8123250.500000 Penalty: 5456.346680
	Iteration 35Q: 3 clusters Score -8123250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -8123268.500000 Penalty: 5456.346680
	Iteration 36Q: 3 clusters Score -8123268 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -8123263.000000 Penalty: 5456.346680
	Iteration 37Q: 3 clusters Score -8123263 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -8123265.500000 Penalty: 5456.346680
	Iteration 38Q: 3 clusters Score -8123266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -8123288.500000 Penalty: 5456.346680
	Iteration 39Q: 3 clusters Score -8123288 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -8123283.500000 Penalty: 5456.346680
	Iteration 40F: 3 clusters Score -8123284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -8123280.000000 Penalty: 5456.346680
	Iteration 41Q: 3 clusters Score -8123280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -8123289.500000 Penalty: 5456.346680
	Iteration 42Q: 3 clusters Score -8123290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -8123291.000000 Penalty: 5456.346680
	Iteration 43Q: 3 clusters Score -8123291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -8123289.500000 Penalty: 5456.346680
	Iteration 44Q: 3 clusters Score -8123290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -8123271.500000 Penalty: 5456.346680
	Iteration 45Q: 3 clusters Score -8123272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -8123284.000000 Penalty: 5456.346680
	Iteration 46Q: 3 clusters Score -8123284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -8123305.500000 Penalty: 5456.346680
	Iteration 47Q: 3 clusters Score -8123306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -8123298.000000 Penalty: 5456.346680
	Iteration 48Q: 3 clusters Score -8123298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -8123293.500000 Penalty: 5456.346680
	Iteration 49Q: 3 clusters Score -8123294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -8123307.500000 Penalty: 5456.346680
	Iteration 50Q: 3 clusters Score -8123308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -8123299.000000 Penalty: 5456.346680
	Iteration 51Q: 3 clusters Score -8123299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -8123296.500000 Penalty: 5456.346680
	Iteration 52Q: 3 clusters Score -8123296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -8123297.000000 Penalty: 5456.346680
	Iteration 53Q: 3 clusters Score -8123297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -8123295.000000 Penalty: 5456.346680
	Iteration 54Q: 3 clusters Score -8123295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -8123288.000000 Penalty: 5456.346680
	Iteration 55Q: 3 clusters Score -8123288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -8123304.000000 Penalty: 5456.346680
	Iteration 56Q: 3 clusters Score -8123304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -8123291.000000 Penalty: 5456.346680
	Iteration 57Q: 3 clusters Score -8123291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -8123312.000000 Penalty: 5456.346680
	Iteration 58Q: 3 clusters Score -8123312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -8123315.500000 Penalty: 5456.346680
	Iteration 59Q: 3 clusters Score -8123316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -8123309.500000 Penalty: 5456.346680
	Iteration 60F: 3 clusters Score -8123310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -8123303.000000 Penalty: 5456.346680
	Iteration 61Q: 3 clusters Score -8123303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -8123298.500000 Penalty: 5456.346680
	Iteration 62Q: 3 clusters Score -8123298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -8123302.000000 Penalty: 5456.346680
	Iteration 63Q: 3 clusters Score -8123302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -8123293.000000 Penalty: 5456.346680
	Iteration 64Q: 3 clusters Score -8123293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -8123287.000000 Penalty: 5456.346680
	Iteration 65Q: 3 clusters Score -8123287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -8123281.000000 Penalty: 5456.346680
	Iteration 66Q: 3 clusters Score -8123281 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -8123290.000000 Penalty: 5456.346680
	Iteration 67Q: 3 clusters Score -8123290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -8123300.500000 Penalty: 5456.346680
	Iteration 68Q: 3 clusters Score -8123300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8123288.000000 Penalty: 5456.346680
	Iteration 69Q: 3 clusters Score -8123288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -8123289.000000 Penalty: 5456.346680
	Iteration 70Q: 3 clusters Score -8123289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -8123299.500000 Penalty: 5456.346680
	Iteration 71Q: 3 clusters Score -8123300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -8123312.000000 Penalty: 5456.346680
	Iteration 72Q: 3 clusters Score -8123312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -8123309.500000 Penalty: 5456.346680
	Iteration 73Q: 3 clusters Score -8123310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -8123309.500000 Penalty: 5456.346680
	Iteration 74Q: 3 clusters Score -8123310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -8123301.500000 Penalty: 5456.346680
	Iteration 75Q: 3 clusters Score -8123302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -8123316.000000 Penalty: 5456.346680
	Iteration 76Q: 3 clusters Score -8123316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -8123323.000000 Penalty: 5456.346680
	Iteration 77Q: 3 clusters Score -8123323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -8123344.000000 Penalty: 5456.346680
	Iteration 78Q: 3 clusters Score -8123344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -8123326.000000 Penalty: 5456.346680
	Iteration 79Q: 3 clusters Score -8123326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -8123319.000000 Penalty: 5456.346680
	Iteration 80F: 3 clusters Score -8123319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -8123321.000000 Penalty: 5456.346680
	Iteration 81Q: 3 clusters Score -8123321 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -8123321.500000 Penalty: 5456.346680
	Iteration 82Q: 3 clusters Score -8123322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -8123319.000000 Penalty: 5456.346680
	Iteration 83Q: 3 clusters Score -8123319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -8123313.000000 Penalty: 5456.346680
	Iteration 84Q: 3 clusters Score -8123313 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -8123307.500000 Penalty: 5456.346680
	Iteration 85Q: 3 clusters Score -8123308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -8123306.500000 Penalty: 5456.346680
	Iteration 86Q: 3 clusters Score -8123306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -8123313.000000 Penalty: 5456.346680
	Iteration 87Q: 3 clusters Score -8123313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -8123306.500000 Penalty: 5456.346680
	Iteration 88Q: 3 clusters Score -8123306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -8123305.500000 Penalty: 5456.346680
	Iteration 89Q: 3 clusters Score -8123306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -8123293.000000 Penalty: 5456.346680
	Iteration 90Q: 3 clusters Score -8123293 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -8123312.000000 Penalty: 5456.346680
	Iteration 91Q: 3 clusters Score -8123312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8123301.000000 Penalty: 5456.346680
	Iteration 92Q: 3 clusters Score -8123301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -8123316.500000 Penalty: 5456.346680
	Iteration 93Q: 3 clusters Score -8123316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -8123315.000000 Penalty: 5456.346680
	Iteration 94Q: 3 clusters Score -8123315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -8123323.500000 Penalty: 5456.346680
	Iteration 95Q: 3 clusters Score -8123324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -8123316.500000 Penalty: 5456.346680
	Iteration 96Q: 3 clusters Score -8123316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -8123318.500000 Penalty: 5456.346680
	Iteration 97Q: 3 clusters Score -8123318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -8123319.000000 Penalty: 5456.346680
	Iteration 98Q: 3 clusters Score -8123319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -8123325.000000 Penalty: 5456.346680
	Iteration 99Q: 3 clusters Score -8123325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -8123317.500000 Penalty: 5456.346680
	Iteration 100F: 3 clusters Score -8123318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -8123324.000000 Penalty: 5456.346680
	Iteration 101Q: 3 clusters Score -8123324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -8123314.000000 Penalty: 5456.346680
	Iteration 102Q: 3 clusters Score -8123314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -8123331.000000 Penalty: 5456.346680
	Iteration 103Q: 3 clusters Score -8123331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -8123324.000000 Penalty: 5456.346680
	Iteration 104Q: 3 clusters Score -8123324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -8123328.000000 Penalty: 5456.346680
	Iteration 105Q: 3 clusters Score -8123328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -8123334.500000 Penalty: 5456.346680
	Iteration 106Q: 3 clusters Score -8123334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -8123343.500000 Penalty: 5456.346680
	Iteration 107Q: 3 clusters Score -8123344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -8123341.500000 Penalty: 5456.346680
	Iteration 108Q: 3 clusters Score -8123342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -8123323.000000 Penalty: 5456.346680
	Iteration 109Q: 3 clusters Score -8123323 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -8123344.000000 Penalty: 5456.346680
	Iteration 110Q: 3 clusters Score -8123344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -8123350.500000 Penalty: 5456.346680
	Iteration 111Q: 3 clusters Score -8123350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -8123355.500000 Penalty: 5456.346680
	Iteration 112Q: 3 clusters Score -8123356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -8123348.500000 Penalty: 5456.346680
	Iteration 113Q: 3 clusters Score -8123348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -8123347.500000 Penalty: 5456.346680
	Iteration 114Q: 3 clusters Score -8123348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -8123363.500000 Penalty: 5456.346680
	Iteration 115Q: 3 clusters Score -8123364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -8123365.000000 Penalty: 5456.346680
	Iteration 116Q: 3 clusters Score -8123365 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -8123364.500000 Penalty: 5456.346680
	Iteration 117Q: 3 clusters Score -8123364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -8123348.000000 Penalty: 5456.346680
	Iteration 118Q: 3 clusters Score -8123348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -8123368.000000 Penalty: 5456.346680
	Iteration 119Q: 3 clusters Score -8123368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -8123381.000000 Penalty: 5456.346680
	Iteration 120F: 3 clusters Score -8123381 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -8123383.000000 Penalty: 5456.346680
	Iteration 121Q: 3 clusters Score -8123383 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -8123400.000000 Penalty: 5456.346680
	Iteration 122Q: 3 clusters Score -8123400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -8123423.000000 Penalty: 5456.346680
	Iteration 123Q: 3 clusters Score -8123423 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -8123426.000000 Penalty: 5456.346680
	Iteration 124Q: 3 clusters Score -8123426 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -8123412.500000 Penalty: 5456.346680
	Iteration 125Q: 3 clusters Score -8123412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -8123440.500000 Penalty: 5456.346680
	Iteration 126Q: 3 clusters Score -8123440 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -8123456.500000 Penalty: 5456.346680
	Iteration 127Q: 3 clusters Score -8123456 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -8123477.500000 Penalty: 5456.346680
	Iteration 128Q: 3 clusters Score -8123478 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -8123480.000000 Penalty: 5456.346680
	Iteration 129Q: 3 clusters Score -8123480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -8123496.000000 Penalty: 5456.346680
	Iteration 130Q: 3 clusters Score -8123496 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -8123510.500000 Penalty: 5456.346680
	Iteration 131Q: 3 clusters Score -8123510 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -8123533.000000 Penalty: 5456.346680
	Iteration 132Q: 3 clusters Score -8123533 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -8123540.500000 Penalty: 5456.346680
	Iteration 133Q: 3 clusters Score -8123540 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -8123544.000000 Penalty: 5456.346680
	Iteration 134Q: 3 clusters Score -8123544 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8123544 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -8123573.500000 Penalty: 5456.346680
	Iteration 136Q: 3 clusters Score -8123574 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -8123585.500000 Penalty: 5456.346680
	Iteration 137Q: 3 clusters Score -8123586 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -8123621.000000 Penalty: 5456.346680
	Iteration 138Q: 3 clusters Score -8123621 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -8123637.000000 Penalty: 5456.346680
	Iteration 139Q: 3 clusters Score -8123637 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -8123638.000000 Penalty: 5456.346680
	Iteration 140F: 3 clusters Score -8123638 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -8123663.500000 Penalty: 5456.346680
	Iteration 141Q: 3 clusters Score -8123664 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -8123664.000000 Penalty: 5456.346680
	Iteration 142Q: 3 clusters Score -8123664 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -8123685.500000 Penalty: 5456.346680
	Iteration 143Q: 3 clusters Score -8123686 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -8123704.000000 Penalty: 5456.346680
	Iteration 144Q: 3 clusters Score -8123704 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -8123756.000000 Penalty: 5456.346680
	Iteration 145Q: 3 clusters Score -8123756 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -8123768.500000 Penalty: 5456.346680
	Iteration 146Q: 3 clusters Score -8123768 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -8123805.500000 Penalty: 5456.346680
	Iteration 147Q: 3 clusters Score -8123806 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -8123830.500000 Penalty: 5456.346680
	Iteration 148Q: 3 clusters Score -8123830 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -8123860.500000 Penalty: 5456.346680
	Iteration 149Q: 3 clusters Score -8123860 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -8123919.000000 Penalty: 5456.346680
	Iteration 150Q: 3 clusters Score -8123919 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -8123981.500000 Penalty: 5456.346680
	Iteration 151Q: 3 clusters Score -8123982 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -8124026.500000 Penalty: 5456.346680
	Iteration 152Q: 3 clusters Score -8124026 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -8124111.500000 Penalty: 5456.346680
	Iteration 153Q: 3 clusters Score -8124112 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -8124138.500000 Penalty: 5456.346680
	Iteration 154Q: 3 clusters Score -8124138 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -8124195.500000 Penalty: 5456.346680
	Iteration 155Q: 3 clusters Score -8124196 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -8124281.500000 Penalty: 5456.346680
	Iteration 156Q: 3 clusters Score -8124282 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -8124389.500000 Penalty: 5456.346680
	Iteration 157Q: 3 clusters Score -8124390 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -8124445.500000 Penalty: 5456.346680
	Iteration 158Q: 3 clusters Score -8124446 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -8124537.500000 Penalty: 5456.346680
	Iteration 159Q: 3 clusters Score -8124538 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -8124624.000000 Penalty: 5456.346680
	Iteration 160F: 3 clusters Score -8124624 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -8124791.500000 Penalty: 5456.346680
	Iteration 161Q: 3 clusters Score -8124792 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -8124938.500000 Penalty: 5456.346680
	Iteration 162Q: 3 clusters Score -8124938 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -8125066.000000 Penalty: 5456.346680
	Iteration 163Q: 3 clusters Score -8125066 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -8125245.500000 Penalty: 5456.346680
	Iteration 164Q: 3 clusters Score -8125246 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -8125399.500000 Penalty: 5456.346680
	Iteration 165Q: 3 clusters Score -8125400 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -8125517.500000 Penalty: 5456.346680
	Iteration 166Q: 3 clusters Score -8125518 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -8125709.500000 Penalty: 5456.346680
	Iteration 167Q: 3 clusters Score -8125710 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -8125874.500000 Penalty: 5456.346680
	Iteration 168Q: 3 clusters Score -8125874 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -8126033.000000 Penalty: 5456.346680
	Iteration 169Q: 3 clusters Score -8126033 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -8126170.500000 Penalty: 5456.346680
	Iteration 170Q: 3 clusters Score -8126170 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -8126358.000000 Penalty: 5456.346680
	Iteration 171Q: 3 clusters Score -8126358 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -8126488.000000 Penalty: 5456.346680
	Iteration 172Q: 3 clusters Score -8126488 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -8126640.000000 Penalty: 5456.346680
	Iteration 173Q: 3 clusters Score -8126640 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -8126782.000000 Penalty: 5456.346680
	Iteration 174Q: 3 clusters Score -8126782 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8126931.000000 Penalty: 5456.346680
	Iteration 175Q: 3 clusters Score -8126931 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8127068.500000 Penalty: 5456.346680
	Iteration 176Q: 3 clusters Score -8127068 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -8127166.000000 Penalty: 5456.346680
	Iteration 177Q: 3 clusters Score -8127166 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8127270.500000 Penalty: 5456.346680
	Iteration 178Q: 3 clusters Score -8127270 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8127402.500000 Penalty: 5456.346680
	Iteration 179Q: 3 clusters Score -8127402 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8127488.000000 Penalty: 5456.346680
	Iteration 180F: 3 clusters Score -8127488 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -8127581.000000 Penalty: 5456.346680
	Iteration 181Q: 3 clusters Score -8127581 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -8127668.500000 Penalty: 5456.346680
	Iteration 182Q: 3 clusters Score -8127668 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8127752.500000 Penalty: 5456.346680
	Iteration 183Q: 3 clusters Score -8127752 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8127826.500000 Penalty: 5456.346680
	Iteration 184Q: 3 clusters Score -8127826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8127894.000000 Penalty: 5456.346680
	Iteration 185Q: 3 clusters Score -8127894 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8127956.000000 Penalty: 5456.346680
	Iteration 186Q: 3 clusters Score -8127956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8128017.000000 Penalty: 5456.346680
	Iteration 187Q: 3 clusters Score -8128017 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8128071.000000 Penalty: 5456.346680
	Iteration 188Q: 3 clusters Score -8128071 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8128118.000000 Penalty: 5456.346680
	Iteration 189Q: 3 clusters Score -8128118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8128148.000000 Penalty: 5456.346680
	Iteration 190Q: 3 clusters Score -8128148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8128172.500000 Penalty: 5456.346680
	Iteration 191Q: 3 clusters Score -8128172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8128187.000000 Penalty: 5456.346680
	Iteration 192Q: 3 clusters Score -8128187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8128202.500000 Penalty: 5456.346680
	Iteration 193Q: 3 clusters Score -8128202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8128223.500000 Penalty: 5456.346680
	Iteration 194Q: 3 clusters Score -8128224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8128235.500000 Penalty: 5456.346680
	Iteration 195Q: 3 clusters Score -8128236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8128265.000000 Penalty: 5456.346680
	Iteration 196Q: 3 clusters Score -8128265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8128283.000000 Penalty: 5456.346680
	Iteration 197Q: 3 clusters Score -8128283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8128288.500000 Penalty: 5456.346680
	Iteration 198Q: 3 clusters Score -8128288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8128294.000000 Penalty: 5456.346680
	Iteration 199Q: 3 clusters Score -8128294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8128305.500000 Penalty: 5456.346680
	Iteration 200F: 3 clusters Score -8128306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8128327.000000 Penalty: 5456.346680
	Iteration 201Q: 3 clusters Score -8128327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8128331.500000 Penalty: 5456.346680
	Iteration 202Q: 3 clusters Score -8128332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8128354.000000 Penalty: 5456.346680
	Iteration 203Q: 3 clusters Score -8128354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8128378.500000 Penalty: 5456.346680
	Iteration 204Q: 3 clusters Score -8128378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8128390.000000 Penalty: 5456.346680
	Iteration 205Q: 3 clusters Score -8128390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8128394.500000 Penalty: 5456.346680
	Iteration 206Q: 3 clusters Score -8128394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8128405.500000 Penalty: 5456.346680
	Iteration 207Q: 3 clusters Score -8128406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8128411.500000 Penalty: 5456.346680
	Iteration 208Q: 3 clusters Score -8128412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8128416.000000 Penalty: 5456.346680
	Iteration 209Q: 3 clusters Score -8128416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8128422.500000 Penalty: 5456.346680
	Iteration 210Q: 3 clusters Score -8128422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8128432.500000 Penalty: 5456.346680
	Iteration 211Q: 3 clusters Score -8128432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8128439.500000 Penalty: 5456.346680
	Iteration 212Q: 3 clusters Score -8128440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8128435.500000 Penalty: 5456.346680
	Iteration 213Q: 3 clusters Score -8128436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8128443.000000 Penalty: 5456.346680
	Iteration 214Q: 3 clusters Score -8128443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8128446.000000 Penalty: 5456.346680
	Iteration 215Q: 3 clusters Score -8128446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8128440.000000 Penalty: 5456.346680
	Iteration 216Q: 3 clusters Score -8128440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8128446.500000 Penalty: 5456.346680
	Iteration 217Q: 3 clusters Score -8128446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8128447.000000 Penalty: 5456.346680
	Iteration 218Q: 3 clusters Score -8128447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8128446.000000 Penalty: 5456.346680
	Iteration 219Q: 3 clusters Score -8128446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8128447.000000 Penalty: 5456.346680
	Iteration 220F: 3 clusters Score -8128447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8128448.000000 Penalty: 5456.346680
	Iteration 221Q: 3 clusters Score -8128448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8128442.000000 Penalty: 5456.346680
	Iteration 222Q: 3 clusters Score -8128442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8128444.500000 Penalty: 5456.346680
	Iteration 223Q: 3 clusters Score -8128444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8128445.500000 Penalty: 5456.346680
	Iteration 224Q: 3 clusters Score -8128446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8128448.000000 Penalty: 5456.346680
	Iteration 225Q: 3 clusters Score -8128448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8128448.000000 Penalty: 5456.346680
	Iteration 226F: 3 clusters Score -8128448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -34706.035156 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -34706.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33478.035156 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -33478.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33721.761719 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -33721.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33841.546875 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -33841.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33920.300781 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -33920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33949.390625 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -33949.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33974.757812 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -33974.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34017.628906 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -34017.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34073.066406 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -34073.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34108.492188 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -34108.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34148.417969 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -34148.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34155.425781 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -34155.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34157.355469 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -34157.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34157.355469 Penalty: 2868.777344
	Iteration 12F: 3 clusters Score -34157.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176525 members 
Entering Unmasked Estep 
Score: -23814318.000000 Penalty: 2996.142090
	Iteration 0F: 2 clusters Score -2.381432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -23701846.000000 Penalty: 5992.284180
	Iteration 0F: 3 clusters Score -2.370185e+07 nChanged 84678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83674 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -23751350.000000 Penalty: 5992.284180
	Iteration 1F: 3 clusters Score -2.375135e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 96051 members 
Entering Unmasked Estep 
Score: -23752854.000000 Penalty: 5992.284180
	Iteration 2Q: 3 clusters Score -2.375285e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -23755236.000000 Penalty: 5992.284180
	Iteration 3Q: 3 clusters Score -2.375524e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -23759730.000000 Penalty: 5992.284180
	Iteration 4F: 3 clusters Score -2.375973e+07 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 119377 members 
Entering Unmasked Estep 
Score: -23767334.000000 Penalty: 5992.284180
	Iteration 5F: 3 clusters Score -2.376733e+07 nChanged 14432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 132877 members 
Entering Unmasked Estep 
Score: -23778842.000000 Penalty: 5992.284180
	Iteration 6F: 3 clusters Score -2.377884e+07 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 146641 members 
Entering Unmasked Estep 
Score: -23792046.000000 Penalty: 5992.284180
	Iteration 7F: 3 clusters Score -2.379205e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 157329 members 
Entering Unmasked Estep 
Score: -23802272.000000 Penalty: 5992.284180
	Iteration 8F: 3 clusters Score -2.380227e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 163925 members 
Entering Unmasked Estep 
Score: -23808014.000000 Penalty: 5992.284180
	Iteration 9Q: 3 clusters Score -2.380801e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 167924 members 
Entering Unmasked Estep 
Score: -23810552.000000 Penalty: 5992.284180
	Iteration 10Q: 3 clusters Score -2.381055e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 170351 members 
Entering Unmasked Estep 
Score: -23811622.000000 Penalty: 5992.284180
	Iteration 11Q: 3 clusters Score -2.381162e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 171855 members 
Entering Unmasked Estep 
Score: -23811918.000000 Penalty: 5992.284180
	Iteration 12Q: 3 clusters Score -2.381192e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 172907 members 
Entering Unmasked Estep 
Score: -23812114.000000 Penalty: 5992.284180
	Iteration 13Q: 3 clusters Score -2.381211e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 173660 members 
Entering Unmasked Estep 
Score: -23812304.000000 Penalty: 5992.284180
	Iteration 14Q: 3 clusters Score -2.38123e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 174205 members 
Entering Unmasked Estep 
Score: -23812348.000000 Penalty: 5992.284180
	Iteration 15Q: 3 clusters Score -2.381235e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 174582 members 
Entering Unmasked Estep 
Score: -23812446.000000 Penalty: 5992.284180
	Iteration 16Q: 3 clusters Score -2.381245e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 174851 members 
Entering Unmasked Estep 
Score: -23812496.000000 Penalty: 5992.284180
	Iteration 17Q: 3 clusters Score -2.38125e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 175047 members 
Entering Unmasked Estep 
Score: -23812482.000000 Penalty: 5992.284180
	Iteration 18Q: 3 clusters Score -2.381248e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 175188 members 
Entering Unmasked Estep 
Score: -23812524.000000 Penalty: 5992.284180
	Iteration 19Q: 3 clusters Score -2.381252e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 175292 members 
Entering Unmasked Estep 
Score: -23812504.000000 Penalty: 5992.284180
	Iteration 20F: 3 clusters Score -2.38125e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 175373 members 
Entering Unmasked Estep 
Score: -23812456.000000 Penalty: 5992.284180
	Iteration 21Q: 3 clusters Score -2.381246e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 175434 members 
Entering Unmasked Estep 
Score: -23812416.000000 Penalty: 5992.284180
	Iteration 22Q: 3 clusters Score -2.381242e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 175488 members 
Entering Unmasked Estep 
Score: -23812422.000000 Penalty: 5992.284180
	Iteration 23Q: 3 clusters Score -2.381242e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 175529 members 
Entering Unmasked Estep 
Score: -23812414.000000 Penalty: 5992.284180
	Iteration 24Q: 3 clusters Score -2.381241e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 175553 members 
Entering Unmasked Estep 
Score: -23812404.000000 Penalty: 5992.284180
	Iteration 25Q: 3 clusters Score -2.38124e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 175578 members 
Entering Unmasked Estep 
Score: -23812408.000000 Penalty: 5992.284180
	Iteration 26Q: 3 clusters Score -2.381241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 175593 members 
Entering Unmasked Estep 
Score: -23812390.000000 Penalty: 5992.284180
	Iteration 27Q: 3 clusters Score -2.381239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -23812410.000000 Penalty: 5992.284180
	Iteration 28Q: 3 clusters Score -2.381241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 175627 members 
Entering Unmasked Estep 
Score: -23812404.000000 Penalty: 5992.284180
	Iteration 29Q: 3 clusters Score -2.38124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 175642 members 
Entering Unmasked Estep 
Score: -23812410.000000 Penalty: 5992.284180
	Iteration 30Q: 3 clusters Score -2.381241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 175654 members 
Entering Unmasked Estep 
Score: -23812384.000000 Penalty: 5992.284180
	Iteration 31Q: 3 clusters Score -2.381238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 175660 members 
Entering Unmasked Estep 
Score: -23812404.000000 Penalty: 5992.284180
	Iteration 32Q: 3 clusters Score -2.38124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 175667 members 
Entering Unmasked Estep 
Score: -23812406.000000 Penalty: 5992.284180
	Iteration 33Q: 3 clusters Score -2.381241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 175676 members 
Entering Unmasked Estep 
Score: -23812410.000000 Penalty: 5992.284180
	Iteration 34Q: 3 clusters Score -2.381241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 175682 members 
Entering Unmasked Estep 
Score: -23812386.000000 Penalty: 5992.284180
	Iteration 35Q: 3 clusters Score -2.381239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 175686 members 
Entering Unmasked Estep 
Score: -23812376.000000 Penalty: 5992.284180
	Iteration 36Q: 3 clusters Score -2.381238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 175690 members 
Entering Unmasked Estep 
Score: -23812384.000000 Penalty: 5992.284180
	Iteration 37Q: 3 clusters Score -2.381238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 175695 members 
Entering Unmasked Estep 
Score: -23812380.000000 Penalty: 5992.284180
	Iteration 38Q: 3 clusters Score -2.381238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 175699 members 
Entering Unmasked Estep 
Score: -23812388.000000 Penalty: 5992.284180
	Iteration 39Q: 3 clusters Score -2.381239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 175701 members 
Entering Unmasked Estep 
Score: -23812400.000000 Penalty: 5992.284180
	Iteration 40F: 3 clusters Score -2.38124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 175703 members 
Entering Unmasked Estep 
Score: -23812394.000000 Penalty: 5992.284180
	Iteration 41Q: 3 clusters Score -2.381239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 175706 members 
Entering Unmasked Estep 
Score: -23812388.000000 Penalty: 5992.284180
	Iteration 42Q: 3 clusters Score -2.381239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 175708 members 
Entering Unmasked Estep 
Score: -23812374.000000 Penalty: 5992.284180
	Iteration 43Q: 3 clusters Score -2.381237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 175710 members 
Entering Unmasked Estep 
Score: -23812374.000000 Penalty: 5992.284180
	Iteration 44Q: 3 clusters Score -2.381237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 175713 members 
Entering Unmasked Estep 
Score: -23812378.000000 Penalty: 5992.284180
	Iteration 45Q: 3 clusters Score -2.381238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 175715 members 
Entering Unmasked Estep 
Score: -23812388.000000 Penalty: 5992.284180
	Iteration 46Q: 3 clusters Score -2.381239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 175716 members 
Entering Unmasked Estep 
Score: -23812378.000000 Penalty: 5992.284180
	Iteration 47Q: 3 clusters Score -2.381238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 175719 members 
Entering Unmasked Estep 
Score: -23812384.000000 Penalty: 5992.284180
	Iteration 48Q: 3 clusters Score -2.381238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 175718 members 
Entering Unmasked Estep 
Score: -23812388.000000 Penalty: 5992.284180
	Iteration 49Q: 3 clusters Score -2.381239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 175718 members 
Entering Unmasked Estep 
Score: -23812388.000000 Penalty: 5992.284180
	Iteration 50F: 3 clusters Score -2.381239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159343 members 
Entering Unmasked Estep 
Score: -21396320.000000 Penalty: 2970.745850
	Iteration 0F: 2 clusters Score -2.139632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 79613 members 
Entering Unmasked Estep 
Score: -21289852.000000 Penalty: 5941.491699
	Iteration 0F: 3 clusters Score -2.128985e+07 nChanged 76407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -21334806.000000 Penalty: 5941.491699
	Iteration 1F: 3 clusters Score -2.133481e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -21336130.000000 Penalty: 5941.491699
	Iteration 2Q: 3 clusters Score -2.133613e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -21337790.000000 Penalty: 5941.491699
	Iteration 3Q: 3 clusters Score -2.133779e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -21340048.000000 Penalty: 5941.491699
	Iteration 4Q: 3 clusters Score -2.134005e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -21342774.000000 Penalty: 5941.491699
	Iteration 5Q: 3 clusters Score -2.134277e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -21346942.000000 Penalty: 5941.491699
	Iteration 6Q: 3 clusters Score -2.134694e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -21352826.000000 Penalty: 5941.491699
	Iteration 7F: 3 clusters Score -2.135283e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -21360892.000000 Penalty: 5941.491699
	Iteration 8F: 3 clusters Score -2.136089e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -21369158.000000 Penalty: 5941.491699
	Iteration 9F: 3 clusters Score -2.136916e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -21374408.000000 Penalty: 5941.491699
	Iteration 10F: 3 clusters Score -2.137441e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87417 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -21376424.000000 Penalty: 5941.491699
	Iteration 11Q: 3 clusters Score -2.137642e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -21377190.000000 Penalty: 5941.491699
	Iteration 12Q: 3 clusters Score -2.137719e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87537 members 
Mstep: Class 2 contains 71806 members 
Entering Unmasked Estep 
Score: -21377582.000000 Penalty: 5941.491699
	Iteration 13Q: 3 clusters Score -2.137758e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -21377844.000000 Penalty: 5941.491699
	Iteration 14Q: 3 clusters Score -2.137784e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -21378098.000000 Penalty: 5941.491699
	Iteration 15Q: 3 clusters Score -2.13781e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87984 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -21378440.000000 Penalty: 5941.491699
	Iteration 16Q: 3 clusters Score -2.137844e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -21378662.000000 Penalty: 5941.491699
	Iteration 17Q: 3 clusters Score -2.137866e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88615 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -21378780.000000 Penalty: 5941.491699
	Iteration 18Q: 3 clusters Score -2.137878e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -21378952.000000 Penalty: 5941.491699
	Iteration 19Q: 3 clusters Score -2.137895e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -21379074.000000 Penalty: 5941.491699
	Iteration 20F: 3 clusters Score -2.137907e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -21379242.000000 Penalty: 5941.491699
	Iteration 21Q: 3 clusters Score -2.137924e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -21379340.000000 Penalty: 5941.491699
	Iteration 22Q: 3 clusters Score -2.137934e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -21379510.000000 Penalty: 5941.491699
	Iteration 23Q: 3 clusters Score -2.137951e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -21379570.000000 Penalty: 5941.491699
	Iteration 24Q: 3 clusters Score -2.137957e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -21379584.000000 Penalty: 5941.491699
	Iteration 25Q: 3 clusters Score -2.137958e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -21379668.000000 Penalty: 5941.491699
	Iteration 26Q: 3 clusters Score -2.137967e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92739 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -21379758.000000 Penalty: 5941.491699
	Iteration 27Q: 3 clusters Score -2.137976e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -21379928.000000 Penalty: 5941.491699
	Iteration 28Q: 3 clusters Score -2.137993e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -21379930.000000 Penalty: 5941.491699
	Iteration 29Q: 3 clusters Score -2.137993e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -21380020.000000 Penalty: 5941.491699
	Iteration 30Q: 3 clusters Score -2.138002e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -21380034.000000 Penalty: 5941.491699
	Iteration 31Q: 3 clusters Score -2.138003e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -21380040.000000 Penalty: 5941.491699
	Iteration 32Q: 3 clusters Score -2.138004e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -21380070.000000 Penalty: 5941.491699
	Iteration 33Q: 3 clusters Score -2.138007e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -21380158.000000 Penalty: 5941.491699
	Iteration 34Q: 3 clusters Score -2.138016e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97963 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -21380198.000000 Penalty: 5941.491699
	Iteration 35Q: 3 clusters Score -2.13802e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -21380250.000000 Penalty: 5941.491699
	Iteration 36Q: 3 clusters Score -2.138025e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -21380388.000000 Penalty: 5941.491699
	Iteration 37Q: 3 clusters Score -2.138039e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100370 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -21380408.000000 Penalty: 5941.491699
	Iteration 38Q: 3 clusters Score -2.138041e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101153 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -21380494.000000 Penalty: 5941.491699
	Iteration 39Q: 3 clusters Score -2.138049e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102005 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -21380630.000000 Penalty: 5941.491699
	Iteration 40F: 3 clusters Score -2.138063e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -21380680.000000 Penalty: 5941.491699
	Iteration 41Q: 3 clusters Score -2.138068e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -21380820.000000 Penalty: 5941.491699
	Iteration 42Q: 3 clusters Score -2.138082e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -21380896.000000 Penalty: 5941.491699
	Iteration 43Q: 3 clusters Score -2.13809e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105590 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -21380958.000000 Penalty: 5941.491699
	Iteration 44Q: 3 clusters Score -2.138096e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106572 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -21380968.000000 Penalty: 5941.491699
	Iteration 45Q: 3 clusters Score -2.138097e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -21381130.000000 Penalty: 5941.491699
	Iteration 46Q: 3 clusters Score -2.138113e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108737 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -21381324.000000 Penalty: 5941.491699
	Iteration 47Q: 3 clusters Score -2.138132e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109823 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -21381402.000000 Penalty: 5941.491699
	Iteration 48Q: 3 clusters Score -2.13814e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110929 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -21381500.000000 Penalty: 5941.491699
	Iteration 49Q: 3 clusters Score -2.13815e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112026 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -21381656.000000 Penalty: 5941.491699
	Iteration 50Q: 3 clusters Score -2.138166e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113131 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -21381832.000000 Penalty: 5941.491699
	Iteration 51Q: 3 clusters Score -2.138183e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114315 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -21381992.000000 Penalty: 5941.491699
	Iteration 52Q: 3 clusters Score -2.138199e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115530 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -21382206.000000 Penalty: 5941.491699
	Iteration 53Q: 3 clusters Score -2.138221e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116732 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -21382446.000000 Penalty: 5941.491699
	Iteration 54Q: 3 clusters Score -2.138245e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118009 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -21382580.000000 Penalty: 5941.491699
	Iteration 55Q: 3 clusters Score -2.138258e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119286 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -21382846.000000 Penalty: 5941.491699
	Iteration 56Q: 3 clusters Score -2.138285e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120640 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -21383102.000000 Penalty: 5941.491699
	Iteration 57Q: 3 clusters Score -2.13831e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122007 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -21383378.000000 Penalty: 5941.491699
	Iteration 58Q: 3 clusters Score -2.138338e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123393 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -21383640.000000 Penalty: 5941.491699
	Iteration 59Q: 3 clusters Score -2.138364e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124817 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -21383956.000000 Penalty: 5941.491699
	Iteration 60F: 3 clusters Score -2.138396e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126267 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -21384408.000000 Penalty: 5941.491699
	Iteration 61Q: 3 clusters Score -2.138441e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127776 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -21384654.000000 Penalty: 5941.491699
	Iteration 62Q: 3 clusters Score -2.138465e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129332 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -21385008.000000 Penalty: 5941.491699
	Iteration 63Q: 3 clusters Score -2.138501e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130959 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -21385402.000000 Penalty: 5941.491699
	Iteration 64Q: 3 clusters Score -2.13854e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132575 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -21385794.000000 Penalty: 5941.491699
	Iteration 65Q: 3 clusters Score -2.138579e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134227 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -21386172.000000 Penalty: 5941.491699
	Iteration 66Q: 3 clusters Score -2.138617e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135890 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -21386610.000000 Penalty: 5941.491699
	Iteration 67Q: 3 clusters Score -2.138661e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137547 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -21387086.000000 Penalty: 5941.491699
	Iteration 68Q: 3 clusters Score -2.138709e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139211 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -21387498.000000 Penalty: 5941.491699
	Iteration 69Q: 3 clusters Score -2.13875e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140884 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -21388108.000000 Penalty: 5941.491699
	Iteration 70Q: 3 clusters Score -2.138811e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142500 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -21388574.000000 Penalty: 5941.491699
	Iteration 71Q: 3 clusters Score -2.138857e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144090 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -21389070.000000 Penalty: 5941.491699
	Iteration 72Q: 3 clusters Score -2.138907e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145585 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -21389516.000000 Penalty: 5941.491699
	Iteration 73Q: 3 clusters Score -2.138952e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146969 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -21389894.000000 Penalty: 5941.491699
	Iteration 74Q: 3 clusters Score -2.138989e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148222 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -21390348.000000 Penalty: 5941.491699
	Iteration 75Q: 3 clusters Score -2.139035e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149384 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -21390868.000000 Penalty: 5941.491699
	Iteration 76Q: 3 clusters Score -2.139087e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150469 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -21391266.000000 Penalty: 5941.491699
	Iteration 77Q: 3 clusters Score -2.139127e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151454 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -21391660.000000 Penalty: 5941.491699
	Iteration 78Q: 3 clusters Score -2.139166e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152338 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -21391966.000000 Penalty: 5941.491699
	Iteration 79Q: 3 clusters Score -2.139197e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153126 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -21392234.000000 Penalty: 5941.491699
	Iteration 80F: 3 clusters Score -2.139223e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153791 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -21392396.000000 Penalty: 5941.491699
	Iteration 81Q: 3 clusters Score -2.13924e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -21392664.000000 Penalty: 5941.491699
	Iteration 82Q: 3 clusters Score -2.139266e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154846 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -21392802.000000 Penalty: 5941.491699
	Iteration 83Q: 3 clusters Score -2.13928e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155275 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -21392996.000000 Penalty: 5941.491699
	Iteration 84Q: 3 clusters Score -2.1393e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155620 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -21393138.000000 Penalty: 5941.491699
	Iteration 85Q: 3 clusters Score -2.139314e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155910 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -21393210.000000 Penalty: 5941.491699
	Iteration 86Q: 3 clusters Score -2.139321e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156159 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -21393292.000000 Penalty: 5941.491699
	Iteration 87Q: 3 clusters Score -2.139329e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156361 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -21393396.000000 Penalty: 5941.491699
	Iteration 88Q: 3 clusters Score -2.13934e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156540 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -21393452.000000 Penalty: 5941.491699
	Iteration 89Q: 3 clusters Score -2.139345e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156674 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -21393510.000000 Penalty: 5941.491699
	Iteration 90Q: 3 clusters Score -2.139351e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156793 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -21393520.000000 Penalty: 5941.491699
	Iteration 91Q: 3 clusters Score -2.139352e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156898 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -21393544.000000 Penalty: 5941.491699
	Iteration 92Q: 3 clusters Score -2.139354e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156999 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -21393566.000000 Penalty: 5941.491699
	Iteration 93Q: 3 clusters Score -2.139357e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157074 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -21393610.000000 Penalty: 5941.491699
	Iteration 94Q: 3 clusters Score -2.139361e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157143 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -21393634.000000 Penalty: 5941.491699
	Iteration 95Q: 3 clusters Score -2.139363e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157218 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -21393670.000000 Penalty: 5941.491699
	Iteration 96Q: 3 clusters Score -2.139367e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -21393710.000000 Penalty: 5941.491699
	Iteration 97Q: 3 clusters Score -2.139371e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -21393700.000000 Penalty: 5941.491699
	Iteration 98Q: 3 clusters Score -2.13937e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157403 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -21393722.000000 Penalty: 5941.491699
	Iteration 99Q: 3 clusters Score -2.139372e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157451 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -21393762.000000 Penalty: 5941.491699
	Iteration 100F: 3 clusters Score -2.139376e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157497 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -21393774.000000 Penalty: 5941.491699
	Iteration 101Q: 3 clusters Score -2.139377e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157543 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -21393794.000000 Penalty: 5941.491699
	Iteration 102Q: 3 clusters Score -2.139379e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157583 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -21393814.000000 Penalty: 5941.491699
	Iteration 103Q: 3 clusters Score -2.139381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157614 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -21393816.000000 Penalty: 5941.491699
	Iteration 104Q: 3 clusters Score -2.139382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157636 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -21393822.000000 Penalty: 5941.491699
	Iteration 105Q: 3 clusters Score -2.139382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157653 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -21393836.000000 Penalty: 5941.491699
	Iteration 106Q: 3 clusters Score -2.139384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -21393834.000000 Penalty: 5941.491699
	Iteration 107Q: 3 clusters Score -2.139383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157675 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -21393846.000000 Penalty: 5941.491699
	Iteration 108Q: 3 clusters Score -2.139385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157690 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -21393842.000000 Penalty: 5941.491699
	Iteration 109Q: 3 clusters Score -2.139384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157706 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -21393852.000000 Penalty: 5941.491699
	Iteration 110Q: 3 clusters Score -2.139385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157727 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -21393864.000000 Penalty: 5941.491699
	Iteration 111Q: 3 clusters Score -2.139386e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157747 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21393854.000000 Penalty: 5941.491699
	Iteration 112Q: 3 clusters Score -2.139385e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157765 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -21393846.000000 Penalty: 5941.491699
	Iteration 113Q: 3 clusters Score -2.139385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157781 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -21393856.000000 Penalty: 5941.491699
	Iteration 114Q: 3 clusters Score -2.139386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157794 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -21393860.000000 Penalty: 5941.491699
	Iteration 115Q: 3 clusters Score -2.139386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157807 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -21393852.000000 Penalty: 5941.491699
	Iteration 116Q: 3 clusters Score -2.139385e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157823 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -21393880.000000 Penalty: 5941.491699
	Iteration 117Q: 3 clusters Score -2.139388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -21393884.000000 Penalty: 5941.491699
	Iteration 118Q: 3 clusters Score -2.139388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157859 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -21393868.000000 Penalty: 5941.491699
	Iteration 119Q: 3 clusters Score -2.139387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157876 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -21393896.000000 Penalty: 5941.491699
	Iteration 120F: 3 clusters Score -2.13939e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21393900.000000 Penalty: 5941.491699
	Iteration 121Q: 3 clusters Score -2.13939e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157922 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -21393926.000000 Penalty: 5941.491699
	Iteration 122Q: 3 clusters Score -2.139393e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157942 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -21393924.000000 Penalty: 5941.491699
	Iteration 123Q: 3 clusters Score -2.139392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157954 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -21393936.000000 Penalty: 5941.491699
	Iteration 124Q: 3 clusters Score -2.139394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157960 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -21393938.000000 Penalty: 5941.491699
	Iteration 125Q: 3 clusters Score -2.139394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157964 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21393938.000000 Penalty: 5941.491699
	Iteration 126Q: 3 clusters Score -2.139394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -21393938.000000 Penalty: 5941.491699
	Iteration 127Q: 3 clusters Score -2.139394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -21393926.000000 Penalty: 5941.491699
	Iteration 128Q: 3 clusters Score -2.139393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21393940.000000 Penalty: 5941.491699
	Iteration 129Q: 3 clusters Score -2.139394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -21393936.000000 Penalty: 5941.491699
	Iteration 130Q: 3 clusters Score -2.139394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -21393924.000000 Penalty: 5941.491699
	Iteration 131Q: 3 clusters Score -2.139392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157998 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -21393924.000000 Penalty: 5941.491699
	Iteration 132Q: 3 clusters Score -2.139392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158001 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -21393940.000000 Penalty: 5941.491699
	Iteration 133Q: 3 clusters Score -2.139394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158001 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -21393932.000000 Penalty: 5941.491699
	Iteration 134Q: 3 clusters Score -2.139393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158003 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -21393930.000000 Penalty: 5941.491699
	Iteration 135Q: 3 clusters Score -2.139393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158006 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -21393930.000000 Penalty: 5941.491699
	Iteration 136Q: 3 clusters Score -2.139393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -21393928.000000 Penalty: 5941.491699
	Iteration 137Q: 3 clusters Score -2.139393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158016 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -21393938.000000 Penalty: 5941.491699
	Iteration 138Q: 3 clusters Score -2.139394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158020 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -21393936.000000 Penalty: 5941.491699
	Iteration 139Q: 3 clusters Score -2.139394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158028 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -21393938.000000 Penalty: 5941.491699
	Iteration 140F: 3 clusters Score -2.139394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158041 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -21393930.000000 Penalty: 5941.491699
	Iteration 141Q: 3 clusters Score -2.139393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158051 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21393948.000000 Penalty: 5941.491699
	Iteration 142Q: 3 clusters Score -2.139395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158059 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21393962.000000 Penalty: 5941.491699
	Iteration 143Q: 3 clusters Score -2.139396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158064 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21393946.000000 Penalty: 5941.491699
	Iteration 144Q: 3 clusters Score -2.139395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158067 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -21393948.000000 Penalty: 5941.491699
	Iteration 145Q: 3 clusters Score -2.139395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158068 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -21393954.000000 Penalty: 5941.491699
	Iteration 146Q: 3 clusters Score -2.139395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -21393958.000000 Penalty: 5941.491699
	Iteration 147Q: 3 clusters Score -2.139396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158075 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -21393952.000000 Penalty: 5941.491699
	Iteration 148Q: 3 clusters Score -2.139395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158078 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -21393954.000000 Penalty: 5941.491699
	Iteration 149Q: 3 clusters Score -2.139395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158081 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -21393964.000000 Penalty: 5941.491699
	Iteration 150Q: 3 clusters Score -2.139396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158085 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21393964.000000 Penalty: 5941.491699
	Iteration 151Q: 3 clusters Score -2.139396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158086 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -21393972.000000 Penalty: 5941.491699
	Iteration 152Q: 3 clusters Score -2.139397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158086 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -21393966.000000 Penalty: 5941.491699
	Iteration 153Q: 3 clusters Score -2.139397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158088 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21393978.000000 Penalty: 5941.491699
	Iteration 154Q: 3 clusters Score -2.139398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158092 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21393980.000000 Penalty: 5941.491699
	Iteration 155Q: 3 clusters Score -2.139398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158091 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21393982.000000 Penalty: 5941.491699
	Iteration 156Q: 3 clusters Score -2.139398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158096 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21393982.000000 Penalty: 5941.491699
	Iteration 157Q: 3 clusters Score -2.139398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158099 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21393982.000000 Penalty: 5941.491699
	Iteration 158Q: 3 clusters Score -2.139398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158103 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -21393980.000000 Penalty: 5941.491699
	Iteration 159Q: 3 clusters Score -2.139398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158105 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -21393980.000000 Penalty: 5941.491699
	Iteration 160F: 3 clusters Score -2.139398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -165938.843750 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -165938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -163792.890625 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -163792.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -164083.312500 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -164083.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -164179.312500 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -164179.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -164210.265625 Penalty: 3543.625977
	Iteration 3Q: 3 clusters Score -164210.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -164237.078125 Penalty: 3543.625977
	Iteration 4Q: 3 clusters Score -164237.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -164253.265625 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -164253.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -164269.484375 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -164269.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -164279.453125 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -164279.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -164289.468750 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -164289.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -164297.156250 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -164297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -164301.000000 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -164301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -164305.312500 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -164305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -164311.531250 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -164311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -164313.953125 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -164314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -164313.953125 Penalty: 3543.625977
	Iteration 14F: 3 clusters Score -164314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Entering Unmasked Estep 
Score: -3804165.750000 Penalty: 2539.288330
	Iteration 0F: 2 clusters Score -3804166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3785058.000000 Penalty: 5078.576660
	Iteration 0F: 3 clusters Score -3785058 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3791924.250000 Penalty: 5078.576660
	Iteration 1F: 3 clusters Score -3791924 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3792454.750000 Penalty: 5078.576660
	Iteration 2F: 3 clusters Score -3792455 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3792966.750000 Penalty: 5078.576660
	Iteration 3Q: 3 clusters Score -3792967 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3793516.750000 Penalty: 5078.576660
	Iteration 4Q: 3 clusters Score -3793517 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -3794170.750000 Penalty: 5078.576660
	Iteration 5Q: 3 clusters Score -3794171 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3795034.250000 Penalty: 5078.576660
	Iteration 6F: 3 clusters Score -3795034 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3796218.000000 Penalty: 5078.576660
	Iteration 7F: 3 clusters Score -3796218 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3797697.250000 Penalty: 5078.576660
	Iteration 8F: 3 clusters Score -3797697 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3799304.250000 Penalty: 5078.576660
	Iteration 9F: 3 clusters Score -3799304 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3800731.250000 Penalty: 5078.576660
	Iteration 10F: 3 clusters Score -3800731 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3801740.750000 Penalty: 5078.576660
	Iteration 11Q: 3 clusters Score -3801741 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3802372.750000 Penalty: 5078.576660
	Iteration 12Q: 3 clusters Score -3802373 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3802768.750000 Penalty: 5078.576660
	Iteration 13Q: 3 clusters Score -3802769 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3803043.000000 Penalty: 5078.576660
	Iteration 14Q: 3 clusters Score -3803043 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3803173.000000 Penalty: 5078.576660
	Iteration 15Q: 3 clusters Score -3803173 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3803277.000000 Penalty: 5078.576660
	Iteration 16Q: 3 clusters Score -3803277 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3803309.250000 Penalty: 5078.576660
	Iteration 17Q: 3 clusters Score -3803309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3803331.250000 Penalty: 5078.576660
	Iteration 18Q: 3 clusters Score -3803331 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3803364.250000 Penalty: 5078.576660
	Iteration 19Q: 3 clusters Score -3803364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3803384.000000 Penalty: 5078.576660
	Iteration 20F: 3 clusters Score -3803384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3803382.250000 Penalty: 5078.576660
	Iteration 21Q: 3 clusters Score -3803382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3803381.250000 Penalty: 5078.576660
	Iteration 22Q: 3 clusters Score -3803381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3803386.000000 Penalty: 5078.576660
	Iteration 23Q: 3 clusters Score -3803386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3803387.750000 Penalty: 5078.576660
	Iteration 24Q: 3 clusters Score -3803388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3803386.500000 Penalty: 5078.576660
	Iteration 25Q: 3 clusters Score -3803386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3803391.750000 Penalty: 5078.576660
	Iteration 26Q: 3 clusters Score -3803392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3803396.500000 Penalty: 5078.576660
	Iteration 27Q: 3 clusters Score -3803396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3803398.750000 Penalty: 5078.576660
	Iteration 28Q: 3 clusters Score -3803399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3803405.250000 Penalty: 5078.576660
	Iteration 29Q: 3 clusters Score -3803405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3803409.000000 Penalty: 5078.576660
	Iteration 30Q: 3 clusters Score -3803409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3803420.000000 Penalty: 5078.576660
	Iteration 31Q: 3 clusters Score -3803420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3803426.000000 Penalty: 5078.576660
	Iteration 32Q: 3 clusters Score -3803426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3803428.750000 Penalty: 5078.576660
	Iteration 33Q: 3 clusters Score -3803429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3803433.750000 Penalty: 5078.576660
	Iteration 34Q: 3 clusters Score -3803434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3803436.250000 Penalty: 5078.576660
	Iteration 35Q: 3 clusters Score -3803436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3803439.500000 Penalty: 5078.576660
	Iteration 36Q: 3 clusters Score -3803440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3803436.750000 Penalty: 5078.576660
	Iteration 37Q: 3 clusters Score -3803437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3803438.000000 Penalty: 5078.576660
	Iteration 38Q: 3 clusters Score -3803438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3803438.000000 Penalty: 5078.576660
	Iteration 39F: 3 clusters Score -3803438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -160347.171875 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -160347.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -158201.765625 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -158201.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -158642.859375 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -158642.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -158912.484375 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -158912.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159095.343750 Penalty: 3560.936768
	Iteration 3F: 3 clusters Score -159095.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159301.578125 Penalty: 3560.936768
	Iteration 4F: 3 clusters Score -159301.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -159527.234375 Penalty: 3560.936768
	Iteration 5F: 3 clusters Score -159527.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159762.437500 Penalty: 3560.936768
	Iteration 6F: 3 clusters Score -159762.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -159953.218750 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -159953.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160245.906250 Penalty: 3560.936768
	Iteration 8Q: 3 clusters Score -160245.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160586.484375 Penalty: 3560.936768
	Iteration 9Q: 3 clusters Score -160586.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -160670.468750 Penalty: 3560.936768
	Iteration 10Q: 3 clusters Score -160670.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -160730.453125 Penalty: 3560.936768
	Iteration 11Q: 3 clusters Score -160730.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160764.968750 Penalty: 3560.936768
	Iteration 12Q: 3 clusters Score -160765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -160789.140625 Penalty: 3560.936768
	Iteration 13Q: 3 clusters Score -160789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -160811.734375 Penalty: 3560.936768
	Iteration 14Q: 3 clusters Score -160811.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -160833.109375 Penalty: 3560.936768
	Iteration 15Q: 3 clusters Score -160833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -160851.781250 Penalty: 3560.936768
	Iteration 16Q: 3 clusters Score -160851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -160862.703125 Penalty: 3560.936768
	Iteration 17Q: 3 clusters Score -160862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -160868.656250 Penalty: 3560.936768
	Iteration 18Q: 3 clusters Score -160868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -160872.750000 Penalty: 3560.936768
	Iteration 19Q: 3 clusters Score -160872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -160873.718750 Penalty: 3560.936768
	Iteration 20F: 3 clusters Score -160873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -160875.281250 Penalty: 3560.936768
	Iteration 21Q: 3 clusters Score -160875.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -160876.687500 Penalty: 3560.936768
	Iteration 22Q: 3 clusters Score -160876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -160876.687500 Penalty: 3560.936768
	Iteration 23F: 3 clusters Score -160876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46679 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178271 members 
Mstep: Class 8 contains 59916 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176525 members 
Mstep: Class 11 contains 159343 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27975 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 49541 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49822 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185792 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Mstep: Class 23 contains 742 members 
Entering Unmasked Estep 
Score: -144354560.000000 Penalty: 79324.117188
Splitting cluster 14 changes total score from -144355776.000000 to -144354560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (49541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Entering Unmasked Estep 
Score: -6469591.500000 Penalty: 2681.017822
	Iteration 0F: 2 clusters Score -6469592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -6436060.000000 Penalty: 5362.035645
	Iteration 0F: 3 clusters Score -6436060 nChanged 22806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -6448887.000000 Penalty: 5362.035645
	Iteration 1F: 3 clusters Score -6448887 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -6449371.500000 Penalty: 5362.035645
	Iteration 2Q: 3 clusters Score -6449372 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -6449846.000000 Penalty: 5362.035645
	Iteration 3Q: 3 clusters Score -6449846 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -6450421.500000 Penalty: 5362.035645
	Iteration 4Q: 3 clusters Score -6450422 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -6451260.000000 Penalty: 5362.035645
	Iteration 5Q: 3 clusters Score -6451260 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -6452528.000000 Penalty: 5362.035645
	Iteration 6F: 3 clusters Score -6452528 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -6454529.000000 Penalty: 5362.035645
	Iteration 7F: 3 clusters Score -6454529 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -6457513.500000 Penalty: 5362.035645
	Iteration 8F: 3 clusters Score -6457514 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -6461038.000000 Penalty: 5362.035645
	Iteration 9F: 3 clusters Score -6461038 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -6464180.000000 Penalty: 5362.035645
	Iteration 10F: 3 clusters Score -6464180 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -6466020.500000 Penalty: 5362.035645
	Iteration 11Q: 3 clusters Score -6466020 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -6466781.500000 Penalty: 5362.035645
	Iteration 12Q: 3 clusters Score -6466782 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -6467041.000000 Penalty: 5362.035645
	Iteration 13Q: 3 clusters Score -6467041 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -6467156.000000 Penalty: 5362.035645
	Iteration 14Q: 3 clusters Score -6467156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -6467218.500000 Penalty: 5362.035645
	Iteration 15Q: 3 clusters Score -6467218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -6467247.000000 Penalty: 5362.035645
	Iteration 16Q: 3 clusters Score -6467247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -6467270.000000 Penalty: 5362.035645
	Iteration 17Q: 3 clusters Score -6467270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -6467274.500000 Penalty: 5362.035645
	Iteration 18Q: 3 clusters Score -6467274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -6467283.000000 Penalty: 5362.035645
	Iteration 19Q: 3 clusters Score -6467283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -6467289.000000 Penalty: 5362.035645
	Iteration 20F: 3 clusters Score -6467289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -6467294.500000 Penalty: 5362.035645
	Iteration 21Q: 3 clusters Score -6467294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -6467312.500000 Penalty: 5362.035645
	Iteration 22Q: 3 clusters Score -6467312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -6467307.500000 Penalty: 5362.035645
	Iteration 23Q: 3 clusters Score -6467308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -6467309.000000 Penalty: 5362.035645
	Iteration 24Q: 3 clusters Score -6467309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -6467309.000000 Penalty: 5362.035645
	Iteration 25F: 3 clusters Score -6467309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -275866.062500 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -275866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -273258.343750 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -273258.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -273685.625000 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -273685.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -273827.156250 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -273827.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -273933.625000 Penalty: 3783.986084
	Iteration 3Q: 3 clusters Score -273933.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -273999.312500 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -273999.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -274035.062500 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -274035.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -274083.031250 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -274083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -274113.968750 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -274114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -274135.187500 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -274135.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -274152.218750 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -274152.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -274172.375000 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -274172.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -274190.375000 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -274190.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -274207.031250 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -274207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -274220.656250 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -274220.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -274236.781250 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -274236.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -274249.562500 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -274249.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -274260.718750 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -274260.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -274274.906250 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -274274.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -274285.187500 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -274285.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -274289.968750 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -274290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -274291.687500 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -274291.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -274295.687500 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -274295.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -274298.968750 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -274299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -274301.156250 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -274301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -274302.093750 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -274302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -274304.031250 Penalty: 3783.986084
	Iteration 25Q: 3 clusters Score -274304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -274306.656250 Penalty: 3783.986084
	Iteration 26Q: 3 clusters Score -274306.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -274309.875000 Penalty: 3783.986084
	Iteration 27Q: 3 clusters Score -274309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -274311.718750 Penalty: 3783.986084
	Iteration 28Q: 3 clusters Score -274311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -274314.687500 Penalty: 3783.986084
	Iteration 29Q: 3 clusters Score -274314.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -274315.812500 Penalty: 3783.986084
	Iteration 30Q: 3 clusters Score -274315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -274317.437500 Penalty: 3783.986084
	Iteration 31Q: 3 clusters Score -274317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -274318.937500 Penalty: 3783.986084
	Iteration 32Q: 3 clusters Score -274318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -274321.625000 Penalty: 3783.986084
	Iteration 33Q: 3 clusters Score -274321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -274322.437500 Penalty: 3783.986084
	Iteration 34Q: 3 clusters Score -274322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -274322.437500 Penalty: 3783.986084
	Iteration 35F: 3 clusters Score -274322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -111057.078125 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -111057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -109218.171875 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -109218.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109566.835938 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -109566.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -109862.906250 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -109862.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -110118.945312 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -110118.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -110179.585938 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -110179.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -110209.984375 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -110210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -110243.359375 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -110243.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -110270.796875 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -110270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -110288.289062 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -110288.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -110303.664062 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -110303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -110311.828125 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -110311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -110329.875000 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -110329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -110337.078125 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -110337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -110345.070312 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -110345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -110357.203125 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -110357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -110369.484375 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -110369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -110380.718750 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -110380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -110389.429688 Penalty: 3360.581787
	Iteration 17Q: 3 clusters Score -110389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -110395.101562 Penalty: 3360.581787
	Iteration 18Q: 3 clusters Score -110395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -110398.968750 Penalty: 3360.581787
	Iteration 19Q: 3 clusters Score -110399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -110400.398438 Penalty: 3360.581787
	Iteration 20F: 3 clusters Score -110400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -110405.187500 Penalty: 3360.581787
	Iteration 21Q: 3 clusters Score -110405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -110407.234375 Penalty: 3360.581787
	Iteration 22Q: 3 clusters Score -110407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -110407.234375 Penalty: 3360.581787
	Iteration 23F: 3 clusters Score -110407.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Entering Unmasked Estep 
Score: -6739690.000000 Penalty: 2682.420410
	Iteration 0F: 2 clusters Score -6739690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -6706208.500000 Penalty: 5364.840820
	Iteration 0F: 3 clusters Score -6706208 nChanged 22963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -6718938.000000 Penalty: 5364.840820
	Iteration 1F: 3 clusters Score -6718938 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -6719645.000000 Penalty: 5364.840820
	Iteration 2Q: 3 clusters Score -6719645 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -6720436.000000 Penalty: 5364.840820
	Iteration 3Q: 3 clusters Score -6720436 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -6721334.000000 Penalty: 5364.840820
	Iteration 4Q: 3 clusters Score -6721334 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -6722357.500000 Penalty: 5364.840820
	Iteration 5Q: 3 clusters Score -6722358 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -6723492.500000 Penalty: 5364.840820
	Iteration 6Q: 3 clusters Score -6723492 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -6724743.500000 Penalty: 5364.840820
	Iteration 7Q: 3 clusters Score -6724744 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -6726245.500000 Penalty: 5364.840820
	Iteration 8Q: 3 clusters Score -6726246 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -6727974.500000 Penalty: 5364.840820
	Iteration 9Q: 3 clusters Score -6727974 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -6729728.000000 Penalty: 5364.840820
	Iteration 10Q: 3 clusters Score -6729728 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -6731083.000000 Penalty: 5364.840820
	Iteration 11Q: 3 clusters Score -6731083 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -6731876.500000 Penalty: 5364.840820
	Iteration 12Q: 3 clusters Score -6731876 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -6732375.500000 Penalty: 5364.840820
	Iteration 13Q: 3 clusters Score -6732376 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -6732643.000000 Penalty: 5364.840820
	Iteration 14Q: 3 clusters Score -6732643 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -6732869.500000 Penalty: 5364.840820
	Iteration 15Q: 3 clusters Score -6732870 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -6733090.000000 Penalty: 5364.840820
	Iteration 16Q: 3 clusters Score -6733090 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -6733319.000000 Penalty: 5364.840820
	Iteration 17Q: 3 clusters Score -6733319 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -6733580.500000 Penalty: 5364.840820
	Iteration 18Q: 3 clusters Score -6733580 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -6733815.500000 Penalty: 5364.840820
	Iteration 19Q: 3 clusters Score -6733816 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -6734040.500000 Penalty: 5364.840820
	Iteration 20F: 3 clusters Score -6734040 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -6734260.500000 Penalty: 5364.840820
	Iteration 21Q: 3 clusters Score -6734260 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -6734478.000000 Penalty: 5364.840820
	Iteration 22Q: 3 clusters Score -6734478 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -6734696.500000 Penalty: 5364.840820
	Iteration 23Q: 3 clusters Score -6734696 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -6734853.000000 Penalty: 5364.840820
	Iteration 24Q: 3 clusters Score -6734853 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -6735036.000000 Penalty: 5364.840820
	Iteration 25Q: 3 clusters Score -6735036 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -6735142.000000 Penalty: 5364.840820
	Iteration 26Q: 3 clusters Score -6735142 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -6735278.500000 Penalty: 5364.840820
	Iteration 27Q: 3 clusters Score -6735278 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -6735424.500000 Penalty: 5364.840820
	Iteration 28Q: 3 clusters Score -6735424 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -6735562.000000 Penalty: 5364.840820
	Iteration 29Q: 3 clusters Score -6735562 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -6735717.000000 Penalty: 5364.840820
	Iteration 30Q: 3 clusters Score -6735717 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -6735840.000000 Penalty: 5364.840820
	Iteration 31Q: 3 clusters Score -6735840 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -6735981.000000 Penalty: 5364.840820
	Iteration 32Q: 3 clusters Score -6735981 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -6736121.500000 Penalty: 5364.840820
	Iteration 33Q: 3 clusters Score -6736122 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -6736221.500000 Penalty: 5364.840820
	Iteration 34Q: 3 clusters Score -6736222 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -6736340.500000 Penalty: 5364.840820
	Iteration 35Q: 3 clusters Score -6736340 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -6736481.500000 Penalty: 5364.840820
	Iteration 36Q: 3 clusters Score -6736482 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -6736575.000000 Penalty: 5364.840820
	Iteration 37Q: 3 clusters Score -6736575 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -6736640.500000 Penalty: 5364.840820
	Iteration 38Q: 3 clusters Score -6736640 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -6736740.000000 Penalty: 5364.840820
	Iteration 39Q: 3 clusters Score -6736740 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -6736817.000000 Penalty: 5364.840820
	Iteration 40F: 3 clusters Score -6736817 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -6736890.000000 Penalty: 5364.840820
	Iteration 41Q: 3 clusters Score -6736890 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -6736934.500000 Penalty: 5364.840820
	Iteration 42Q: 3 clusters Score -6736934 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -6736988.500000 Penalty: 5364.840820
	Iteration 43Q: 3 clusters Score -6736988 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -6737052.000000 Penalty: 5364.840820
	Iteration 44Q: 3 clusters Score -6737052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -6737091.500000 Penalty: 5364.840820
	Iteration 45Q: 3 clusters Score -6737092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -6737118.000000 Penalty: 5364.840820
	Iteration 46Q: 3 clusters Score -6737118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -6737148.000000 Penalty: 5364.840820
	Iteration 47Q: 3 clusters Score -6737148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -6737175.000000 Penalty: 5364.840820
	Iteration 48Q: 3 clusters Score -6737175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -6737183.000000 Penalty: 5364.840820
	Iteration 49Q: 3 clusters Score -6737183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -6737209.500000 Penalty: 5364.840820
	Iteration 50Q: 3 clusters Score -6737210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -6737231.500000 Penalty: 5364.840820
	Iteration 51Q: 3 clusters Score -6737232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -6737256.000000 Penalty: 5364.840820
	Iteration 52Q: 3 clusters Score -6737256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -6737282.000000 Penalty: 5364.840820
	Iteration 53Q: 3 clusters Score -6737282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -6737316.500000 Penalty: 5364.840820
	Iteration 54Q: 3 clusters Score -6737316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -6737329.500000 Penalty: 5364.840820
	Iteration 55Q: 3 clusters Score -6737330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -6737343.000000 Penalty: 5364.840820
	Iteration 56Q: 3 clusters Score -6737343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -6737351.000000 Penalty: 5364.840820
	Iteration 57Q: 3 clusters Score -6737351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -6737360.000000 Penalty: 5364.840820
	Iteration 58Q: 3 clusters Score -6737360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -6737366.000000 Penalty: 5364.840820
	Iteration 59Q: 3 clusters Score -6737366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -6737377.000000 Penalty: 5364.840820
	Iteration 60F: 3 clusters Score -6737377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -6737400.000000 Penalty: 5364.840820
	Iteration 61Q: 3 clusters Score -6737400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -6737403.000000 Penalty: 5364.840820
	Iteration 62Q: 3 clusters Score -6737403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -6737402.000000 Penalty: 5364.840820
	Iteration 63Q: 3 clusters Score -6737402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -6737401.000000 Penalty: 5364.840820
	Iteration 64Q: 3 clusters Score -6737401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -6737398.500000 Penalty: 5364.840820
	Iteration 65Q: 3 clusters Score -6737398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -6737401.500000 Penalty: 5364.840820
	Iteration 66Q: 3 clusters Score -6737402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -6737400.000000 Penalty: 5364.840820
	Iteration 67Q: 3 clusters Score -6737400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -6737406.000000 Penalty: 5364.840820
	Iteration 68Q: 3 clusters Score -6737406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -6737406.500000 Penalty: 5364.840820
	Iteration 69Q: 3 clusters Score -6737406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -6737405.500000 Penalty: 5364.840820
	Iteration 70Q: 3 clusters Score -6737406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -6737410.000000 Penalty: 5364.840820
	Iteration 71Q: 3 clusters Score -6737410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -6737407.000000 Penalty: 5364.840820
	Iteration 72Q: 3 clusters Score -6737407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -6737407.000000 Penalty: 5364.840820
	Iteration 73F: 3 clusters Score -6737407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -483237.187500 Penalty: 2042.237793
	Iteration 0F: 2 clusters Score -483237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -479435.781250 Penalty: 4084.475586
	Iteration 0F: 3 clusters Score -479435.8 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -480231.000000 Penalty: 4084.475586
	Iteration 1F: 3 clusters Score -480231 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -480438.312500 Penalty: 4084.475586
	Iteration 2F: 3 clusters Score -480438.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -480560.500000 Penalty: 4084.475586
	Iteration 3F: 3 clusters Score -480560.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -480644.156250 Penalty: 4084.475586
	Iteration 4Q: 3 clusters Score -480644.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -480724.125000 Penalty: 4084.475586
	Iteration 5Q: 3 clusters Score -480724.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -480826.468750 Penalty: 4084.475586
	Iteration 6Q: 3 clusters Score -480826.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -480903.812500 Penalty: 4084.475586
	Iteration 7Q: 3 clusters Score -480903.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -480971.687500 Penalty: 4084.475586
	Iteration 8Q: 3 clusters Score -480971.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -481035.718750 Penalty: 4084.475586
	Iteration 9Q: 3 clusters Score -481035.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -481101.812500 Penalty: 4084.475586
	Iteration 10Q: 3 clusters Score -481101.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -481156.937500 Penalty: 4084.475586
	Iteration 11Q: 3 clusters Score -481156.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -481213.937500 Penalty: 4084.475586
	Iteration 12Q: 3 clusters Score -481213.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -481274.062500 Penalty: 4084.475586
	Iteration 13Q: 3 clusters Score -481274.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -481335.812500 Penalty: 4084.475586
	Iteration 14Q: 3 clusters Score -481335.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -481397.125000 Penalty: 4084.475586
	Iteration 15Q: 3 clusters Score -481397.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -481445.250000 Penalty: 4084.475586
	Iteration 16Q: 3 clusters Score -481445.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -481490.093750 Penalty: 4084.475586
	Iteration 17Q: 3 clusters Score -481490.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -481531.093750 Penalty: 4084.475586
	Iteration 18Q: 3 clusters Score -481531.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -481568.750000 Penalty: 4084.475586
	Iteration 19Q: 3 clusters Score -481568.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -481590.937500 Penalty: 4084.475586
	Iteration 20F: 3 clusters Score -481590.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -481607.062500 Penalty: 4084.475586
	Iteration 21Q: 3 clusters Score -481607.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -481616.562500 Penalty: 4084.475586
	Iteration 22Q: 3 clusters Score -481616.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -481625.781250 Penalty: 4084.475586
	Iteration 23Q: 3 clusters Score -481625.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -481630.906250 Penalty: 4084.475586
	Iteration 24Q: 3 clusters Score -481630.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -481635.906250 Penalty: 4084.475586
	Iteration 25Q: 3 clusters Score -481635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -481638.687500 Penalty: 4084.475586
	Iteration 26Q: 3 clusters Score -481638.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -481640.406250 Penalty: 4084.475586
	Iteration 27Q: 3 clusters Score -481640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -481642.031250 Penalty: 4084.475586
	Iteration 28Q: 3 clusters Score -481642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -481642.500000 Penalty: 4084.475586
	Iteration 29Q: 3 clusters Score -481642.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -481642.500000 Penalty: 4084.475586
	Iteration 30F: 3 clusters Score -481642.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185792 members 
Entering Unmasked Estep 
Score: -24926082.000000 Penalty: 3008.831055
	Iteration 0F: 2 clusters Score -2.492608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -24804984.000000 Penalty: 6017.662109
	Iteration 0F: 3 clusters Score -2.480498e+07 nChanged 89570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 94118 members 
Entering Unmasked Estep 
Score: -24857564.000000 Penalty: 6017.662109
	Iteration 1F: 3 clusters Score -2.485756e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -24858492.000000 Penalty: 6017.662109
	Iteration 2Q: 3 clusters Score -2.485849e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 96395 members 
Entering Unmasked Estep 
Score: -24859598.000000 Penalty: 6017.662109
	Iteration 3Q: 3 clusters Score -2.48596e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -24861186.000000 Penalty: 6017.662109
	Iteration 4Q: 3 clusters Score -2.486119e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -24863618.000000 Penalty: 6017.662109
	Iteration 5Q: 3 clusters Score -2.486362e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -24867458.000000 Penalty: 6017.662109
	Iteration 6Q: 3 clusters Score -2.486746e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 112526 members 
Entering Unmasked Estep 
Score: -24874344.000000 Penalty: 6017.662109
	Iteration 7F: 3 clusters Score -2.487434e+07 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 120096 members 
Entering Unmasked Estep 
Score: -24883934.000000 Penalty: 6017.662109
	Iteration 8F: 3 clusters Score -2.488393e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 127575 members 
Entering Unmasked Estep 
Score: -24894942.000000 Penalty: 6017.662109
	Iteration 9F: 3 clusters Score -2.489494e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 133228 members 
Entering Unmasked Estep 
Score: -24903826.000000 Penalty: 6017.662109
	Iteration 10F: 3 clusters Score -2.490383e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 136994 members 
Entering Unmasked Estep 
Score: -24908250.000000 Penalty: 6017.662109
	Iteration 11Q: 3 clusters Score -2.490825e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 140144 members 
Entering Unmasked Estep 
Score: -24910156.000000 Penalty: 6017.662109
	Iteration 12Q: 3 clusters Score -2.491016e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 143095 members 
Entering Unmasked Estep 
Score: -24911566.000000 Penalty: 6017.662109
	Iteration 13Q: 3 clusters Score -2.491157e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 145902 members 
Entering Unmasked Estep 
Score: -24912788.000000 Penalty: 6017.662109
	Iteration 14Q: 3 clusters Score -2.491279e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -24913874.000000 Penalty: 6017.662109
	Iteration 15Q: 3 clusters Score -2.491387e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 151514 members 
Entering Unmasked Estep 
Score: -24915058.000000 Penalty: 6017.662109
	Iteration 16Q: 3 clusters Score -2.491506e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 154242 members 
Entering Unmasked Estep 
Score: -24916280.000000 Penalty: 6017.662109
	Iteration 17Q: 3 clusters Score -2.491628e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -24917318.000000 Penalty: 6017.662109
	Iteration 18Q: 3 clusters Score -2.491732e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 159408 members 
Entering Unmasked Estep 
Score: -24918262.000000 Penalty: 6017.662109
	Iteration 19Q: 3 clusters Score -2.491826e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 162051 members 
Entering Unmasked Estep 
Score: -24919058.000000 Penalty: 6017.662109
	Iteration 20F: 3 clusters Score -2.491906e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 164865 members 
Entering Unmasked Estep 
Score: -24920060.000000 Penalty: 6017.662109
	Iteration 21Q: 3 clusters Score -2.492006e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 167450 members 
Entering Unmasked Estep 
Score: -24920702.000000 Penalty: 6017.662109
	Iteration 22Q: 3 clusters Score -2.49207e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 169697 members 
Entering Unmasked Estep 
Score: -24921108.000000 Penalty: 6017.662109
	Iteration 23Q: 3 clusters Score -2.492111e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 171669 members 
Entering Unmasked Estep 
Score: -24921342.000000 Penalty: 6017.662109
	Iteration 24Q: 3 clusters Score -2.492134e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 173403 members 
Entering Unmasked Estep 
Score: -24921758.000000 Penalty: 6017.662109
	Iteration 25Q: 3 clusters Score -2.492176e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 174967 members 
Entering Unmasked Estep 
Score: -24922234.000000 Penalty: 6017.662109
	Iteration 26Q: 3 clusters Score -2.492223e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 176314 members 
Entering Unmasked Estep 
Score: -24922564.000000 Penalty: 6017.662109
	Iteration 27Q: 3 clusters Score -2.492256e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 177531 members 
Entering Unmasked Estep 
Score: -24922872.000000 Penalty: 6017.662109
	Iteration 28Q: 3 clusters Score -2.492287e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 178517 members 
Entering Unmasked Estep 
Score: -24923072.000000 Penalty: 6017.662109
	Iteration 29Q: 3 clusters Score -2.492307e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 179423 members 
Entering Unmasked Estep 
Score: -24923158.000000 Penalty: 6017.662109
	Iteration 30Q: 3 clusters Score -2.492316e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 180190 members 
Entering Unmasked Estep 
Score: -24923446.000000 Penalty: 6017.662109
	Iteration 31Q: 3 clusters Score -2.492345e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 180825 members 
Entering Unmasked Estep 
Score: -24923514.000000 Penalty: 6017.662109
	Iteration 32Q: 3 clusters Score -2.492351e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 181325 members 
Entering Unmasked Estep 
Score: -24923654.000000 Penalty: 6017.662109
	Iteration 33Q: 3 clusters Score -2.492365e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 181740 members 
Entering Unmasked Estep 
Score: -24923676.000000 Penalty: 6017.662109
	Iteration 34Q: 3 clusters Score -2.492368e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 182110 members 
Entering Unmasked Estep 
Score: -24923728.000000 Penalty: 6017.662109
	Iteration 35Q: 3 clusters Score -2.492373e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 182441 members 
Entering Unmasked Estep 
Score: -24923834.000000 Penalty: 6017.662109
	Iteration 36Q: 3 clusters Score -2.492383e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 182719 members 
Entering Unmasked Estep 
Score: -24923898.000000 Penalty: 6017.662109
	Iteration 37Q: 3 clusters Score -2.49239e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 182946 members 
Entering Unmasked Estep 
Score: -24923854.000000 Penalty: 6017.662109
	Iteration 38Q: 3 clusters Score -2.492385e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 183142 members 
Entering Unmasked Estep 
Score: -24923922.000000 Penalty: 6017.662109
	Iteration 39Q: 3 clusters Score -2.492392e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 183291 members 
Entering Unmasked Estep 
Score: -24923932.000000 Penalty: 6017.662109
	Iteration 40F: 3 clusters Score -2.492393e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 183414 members 
Entering Unmasked Estep 
Score: -24923930.000000 Penalty: 6017.662109
	Iteration 41Q: 3 clusters Score -2.492393e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 183518 members 
Entering Unmasked Estep 
Score: -24923914.000000 Penalty: 6017.662109
	Iteration 42Q: 3 clusters Score -2.492391e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 183595 members 
Entering Unmasked Estep 
Score: -24923960.000000 Penalty: 6017.662109
	Iteration 43Q: 3 clusters Score -2.492396e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 183648 members 
Entering Unmasked Estep 
Score: -24923988.000000 Penalty: 6017.662109
	Iteration 44Q: 3 clusters Score -2.492399e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 183698 members 
Entering Unmasked Estep 
Score: -24923998.000000 Penalty: 6017.662109
	Iteration 45Q: 3 clusters Score -2.4924e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 183755 members 
Entering Unmasked Estep 
Score: -24923952.000000 Penalty: 6017.662109
	Iteration 46Q: 3 clusters Score -2.492395e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 183812 members 
Entering Unmasked Estep 
Score: -24923994.000000 Penalty: 6017.662109
	Iteration 47Q: 3 clusters Score -2.492399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 183856 members 
Entering Unmasked Estep 
Score: -24923968.000000 Penalty: 6017.662109
	Iteration 48Q: 3 clusters Score -2.492397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 183885 members 
Entering Unmasked Estep 
Score: -24923994.000000 Penalty: 6017.662109
	Iteration 49Q: 3 clusters Score -2.492399e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 183915 members 
Entering Unmasked Estep 
Score: -24924002.000000 Penalty: 6017.662109
	Iteration 50Q: 3 clusters Score -2.4924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 183940 members 
Entering Unmasked Estep 
Score: -24924010.000000 Penalty: 6017.662109
	Iteration 51Q: 3 clusters Score -2.492401e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 183967 members 
Entering Unmasked Estep 
Score: -24924026.000000 Penalty: 6017.662109
	Iteration 52Q: 3 clusters Score -2.492403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 183990 members 
Entering Unmasked Estep 
Score: -24923990.000000 Penalty: 6017.662109
	Iteration 53Q: 3 clusters Score -2.492399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 184007 members 
Entering Unmasked Estep 
Score: -24924006.000000 Penalty: 6017.662109
	Iteration 54Q: 3 clusters Score -2.492401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 184029 members 
Entering Unmasked Estep 
Score: -24924020.000000 Penalty: 6017.662109
	Iteration 55Q: 3 clusters Score -2.492402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 184046 members 
Entering Unmasked Estep 
Score: -24924004.000000 Penalty: 6017.662109
	Iteration 56Q: 3 clusters Score -2.4924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 184056 members 
Entering Unmasked Estep 
Score: -24924008.000000 Penalty: 6017.662109
	Iteration 57Q: 3 clusters Score -2.492401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 184064 members 
Entering Unmasked Estep 
Score: -24924032.000000 Penalty: 6017.662109
	Iteration 58Q: 3 clusters Score -2.492403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 184076 members 
Entering Unmasked Estep 
Score: -24924028.000000 Penalty: 6017.662109
	Iteration 59Q: 3 clusters Score -2.492403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 184090 members 
Entering Unmasked Estep 
Score: -24924050.000000 Penalty: 6017.662109
	Iteration 60F: 3 clusters Score -2.492405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 184096 members 
Entering Unmasked Estep 
Score: -24924060.000000 Penalty: 6017.662109
	Iteration 61Q: 3 clusters Score -2.492406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 184101 members 
Entering Unmasked Estep 
Score: -24924060.000000 Penalty: 6017.662109
	Iteration 62Q: 3 clusters Score -2.492406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 184108 members 
Entering Unmasked Estep 
Score: -24924076.000000 Penalty: 6017.662109
	Iteration 63Q: 3 clusters Score -2.492408e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 184121 members 
Entering Unmasked Estep 
Score: -24924082.000000 Penalty: 6017.662109
	Iteration 64Q: 3 clusters Score -2.492408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 184137 members 
Entering Unmasked Estep 
Score: -24924096.000000 Penalty: 6017.662109
	Iteration 65Q: 3 clusters Score -2.49241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 184153 members 
Entering Unmasked Estep 
Score: -24924112.000000 Penalty: 6017.662109
	Iteration 66Q: 3 clusters Score -2.492411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 184170 members 
Entering Unmasked Estep 
Score: -24924110.000000 Penalty: 6017.662109
	Iteration 67Q: 3 clusters Score -2.492411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 184186 members 
Entering Unmasked Estep 
Score: -24924110.000000 Penalty: 6017.662109
	Iteration 68Q: 3 clusters Score -2.492411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 184196 members 
Entering Unmasked Estep 
Score: -24924100.000000 Penalty: 6017.662109
	Iteration 69Q: 3 clusters Score -2.49241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 184203 members 
Entering Unmasked Estep 
Score: -24924116.000000 Penalty: 6017.662109
	Iteration 70Q: 3 clusters Score -2.492412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 184207 members 
Entering Unmasked Estep 
Score: -24924102.000000 Penalty: 6017.662109
	Iteration 71Q: 3 clusters Score -2.49241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 184209 members 
Entering Unmasked Estep 
Score: -24924094.000000 Penalty: 6017.662109
	Iteration 72Q: 3 clusters Score -2.492409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 184216 members 
Entering Unmasked Estep 
Score: -24924100.000000 Penalty: 6017.662109
	Iteration 73Q: 3 clusters Score -2.49241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 184223 members 
Entering Unmasked Estep 
Score: -24924076.000000 Penalty: 6017.662109
	Iteration 74Q: 3 clusters Score -2.492408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 184226 members 
Entering Unmasked Estep 
Score: -24924086.000000 Penalty: 6017.662109
	Iteration 75Q: 3 clusters Score -2.492409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 184229 members 
Entering Unmasked Estep 
Score: -24924086.000000 Penalty: 6017.662109
	Iteration 76Q: 3 clusters Score -2.492409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 184232 members 
Entering Unmasked Estep 
Score: -24924092.000000 Penalty: 6017.662109
	Iteration 77Q: 3 clusters Score -2.492409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 184233 members 
Entering Unmasked Estep 
Score: -24924102.000000 Penalty: 6017.662109
	Iteration 78Q: 3 clusters Score -2.49241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 184234 members 
Entering Unmasked Estep 
Score: -24924090.000000 Penalty: 6017.662109
	Iteration 79Q: 3 clusters Score -2.492409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 184235 members 
Entering Unmasked Estep 
Score: -24924094.000000 Penalty: 6017.662109
	Iteration 80F: 3 clusters Score -2.492409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 184236 members 
Entering Unmasked Estep 
Score: -24924090.000000 Penalty: 6017.662109
	Iteration 81Q: 3 clusters Score -2.492409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 184241 members 
Entering Unmasked Estep 
Score: -24924094.000000 Penalty: 6017.662109
	Iteration 82Q: 3 clusters Score -2.492409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 184243 members 
Entering Unmasked Estep 
Score: -24924096.000000 Penalty: 6017.662109
	Iteration 83Q: 3 clusters Score -2.49241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 184243 members 
Entering Unmasked Estep 
Score: -24924096.000000 Penalty: 6017.662109
	Iteration 84F: 3 clusters Score -2.49241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -84628.976562 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -84628.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82968.835938 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -82968.84 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83224.507812 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -83224.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83323.726562 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -83323.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83410.835938 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -83410.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83478.421875 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -83478.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83527.054688 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -83527.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83583.117188 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -83583.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83609.367188 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -83609.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83626.921875 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -83626.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83638.054688 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -83638.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83641.539062 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -83641.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83642.023438 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -83642.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83643.531250 Penalty: 3249.335693
	Iteration 12F: 3 clusters Score -83643.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83677.789062 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -83677.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83704.890625 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -83704.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83716.921875 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -83716.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83724.179688 Penalty: 3249.335693
	Iteration 16Q: 3 clusters Score -83724.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -83733.625000 Penalty: 3249.335693
	Iteration 17Q: 3 clusters Score -83733.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83760.820312 Penalty: 3249.335693
	Iteration 18Q: 3 clusters Score -83760.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83825.437500 Penalty: 3249.335693
	Iteration 19Q: 3 clusters Score -83825.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83951.093750 Penalty: 3249.335693
	Iteration 20F: 3 clusters Score -83951.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84089.421875 Penalty: 3249.335693
	Iteration 21Q: 3 clusters Score -84089.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84257.960938 Penalty: 3249.335693
	Iteration 22Q: 3 clusters Score -84257.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84487.195312 Penalty: 3249.335693
	Iteration 23Q: 3 clusters Score -84487.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84768.578125 Penalty: 3249.335693
	Iteration 24Q: 3 clusters Score -84768.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84877.679688 Penalty: 3249.335693
	Iteration 25Q: 3 clusters Score -84877.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84899.281250 Penalty: 3249.335693
	Iteration 26Q: 3 clusters Score -84899.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84914.593750 Penalty: 3249.335693
	Iteration 27Q: 3 clusters Score -84914.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84915.710938 Penalty: 3249.335693
	Iteration 28Q: 3 clusters Score -84915.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84918.648438 Penalty: 3249.335693
	Iteration 29F: 3 clusters Score -84918.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84924.968750 Penalty: 3249.335693
	Iteration 30Q: 3 clusters Score -84924.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84924.968750 Penalty: 3249.335693
	Iteration 31F: 3 clusters Score -84924.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46679 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178271 members 
Mstep: Class 8 contains 59916 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176525 members 
Mstep: Class 11 contains 159343 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27975 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49541 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49822 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185792 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 14339 members 
Mstep: Class 23 contains 309 members 
Entering Unmasked Estep 
Score: -144354112.000000 Penalty: 79324.117188
Splitting cluster 21 changes total score from -144355776.000000 to -144354112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (14339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Entering Unmasked Estep 
Score: -1834586.250000 Penalty: 2373.543213
	Iteration 0F: 2 clusters Score -1834586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1824212.375000 Penalty: 4747.086426
	Iteration 0F: 3 clusters Score -1824212 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1827517.000000 Penalty: 4747.086426
	Iteration 1F: 3 clusters Score -1827517 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1827848.250000 Penalty: 4747.086426
	Iteration 2F: 3 clusters Score -1827848 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1828131.500000 Penalty: 4747.086426
	Iteration 3Q: 3 clusters Score -1828132 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1828391.875000 Penalty: 4747.086426
	Iteration 4Q: 3 clusters Score -1828392 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1828676.375000 Penalty: 4747.086426
	Iteration 5Q: 3 clusters Score -1828676 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1829069.375000 Penalty: 4747.086426
	Iteration 6Q: 3 clusters Score -1829069 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1829556.750000 Penalty: 4747.086426
	Iteration 7Q: 3 clusters Score -1829557 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1830081.000000 Penalty: 4747.086426
	Iteration 8F: 3 clusters Score -1830081 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1830707.750000 Penalty: 4747.086426
	Iteration 9F: 3 clusters Score -1830708 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1831360.250000 Penalty: 4747.086426
	Iteration 10F: 3 clusters Score -1831360 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1831904.500000 Penalty: 4747.086426
	Iteration 11Q: 3 clusters Score -1831904 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1832338.625000 Penalty: 4747.086426
	Iteration 12Q: 3 clusters Score -1832339 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1832672.250000 Penalty: 4747.086426
	Iteration 13Q: 3 clusters Score -1832672 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1832918.500000 Penalty: 4747.086426
	Iteration 14Q: 3 clusters Score -1832918 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1833144.500000 Penalty: 4747.086426
	Iteration 15Q: 3 clusters Score -1833144 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1833331.500000 Penalty: 4747.086426
	Iteration 16Q: 3 clusters Score -1833332 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1833461.875000 Penalty: 4747.086426
	Iteration 17Q: 3 clusters Score -1833462 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1833558.125000 Penalty: 4747.086426
	Iteration 18Q: 3 clusters Score -1833558 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1833620.125000 Penalty: 4747.086426
	Iteration 19Q: 3 clusters Score -1833620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1833657.500000 Penalty: 4747.086426
	Iteration 20F: 3 clusters Score -1833658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1833677.125000 Penalty: 4747.086426
	Iteration 21Q: 3 clusters Score -1833677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1833692.250000 Penalty: 4747.086426
	Iteration 22Q: 3 clusters Score -1833692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1833708.250000 Penalty: 4747.086426
	Iteration 23Q: 3 clusters Score -1833708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1833715.250000 Penalty: 4747.086426
	Iteration 24Q: 3 clusters Score -1833715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1833728.250000 Penalty: 4747.086426
	Iteration 25Q: 3 clusters Score -1833728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1833728.000000 Penalty: 4747.086426
	Iteration 26Q: 3 clusters Score -1833728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1833731.625000 Penalty: 4747.086426
	Iteration 27Q: 3 clusters Score -1833732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1833728.875000 Penalty: 4747.086426
	Iteration 28Q: 3 clusters Score -1833729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1833729.125000 Penalty: 4747.086426
	Iteration 29Q: 3 clusters Score -1833729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1833732.875000 Penalty: 4747.086426
	Iteration 30Q: 3 clusters Score -1833733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1833734.625000 Penalty: 4747.086426
	Iteration 31Q: 3 clusters Score -1833735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1833735.375000 Penalty: 4747.086426
	Iteration 32Q: 3 clusters Score -1833735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1833735.375000 Penalty: 4747.086426
	Iteration 33F: 3 clusters Score -1833735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46679 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178271 members 
Mstep: Class 8 contains 59916 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176525 members 
Mstep: Class 11 contains 159343 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27975 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49541 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49822 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185792 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355760.000000 Penalty: 75875.242188
Iteration 479Q: 23 clusters Score -1.443558e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46680 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30398 members 
Mstep: Class 7 contains 178272 members 
Mstep: Class 8 contains 59918 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176524 members 
Mstep: Class 11 contains 159341 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27976 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49541 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49825 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185786 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355808.000000 Penalty: 75875.242188
Iteration 480F: 23 clusters Score -1.443558e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46678 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30395 members 
Mstep: Class 7 contains 178270 members 
Mstep: Class 8 contains 59917 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176522 members 
Mstep: Class 11 contains 159350 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27977 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49542 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49835 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185775 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355792.000000 Penalty: 75875.242188
Iteration 481Q: 23 clusters Score -1.443558e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46677 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178271 members 
Mstep: Class 8 contains 59918 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176522 members 
Mstep: Class 11 contains 159352 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27978 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49542 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49835 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185772 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 482Q: 23 clusters Score -1.443557e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 46675 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30394 members 
Mstep: Class 7 contains 178270 members 
Mstep: Class 8 contains 59918 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176523 members 
Mstep: Class 11 contains 159357 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27980 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49542 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49835 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185767 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355744.000000 Penalty: 75875.242188
Iteration 483Q: 23 clusters Score -1.443557e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8453 members 
Mstep: Class 4 contains 46674 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178273 members 
Mstep: Class 8 contains 59921 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176523 members 
Mstep: Class 11 contains 159352 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27980 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49542 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49843 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185759 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355728.000000 Penalty: 75875.242188
Iteration 484Q: 23 clusters Score -1.443557e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94745 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 46674 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 178272 members 
Mstep: Class 8 contains 59923 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176523 members 
Mstep: Class 11 contains 159355 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27981 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49542 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49849 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185758 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355760.000000 Penalty: 75875.242188
Iteration 485Q: 23 clusters Score -1.443558e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 46675 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 178272 members 
Mstep: Class 8 contains 59927 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176523 members 
Mstep: Class 11 contains 159351 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27981 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49542 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49854 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185759 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355728.000000 Penalty: 75875.242188
Iteration 486Q: 23 clusters Score -1.443557e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94744 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 46674 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 178271 members 
Mstep: Class 8 contains 59931 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176525 members 
Mstep: Class 11 contains 159346 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27982 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49542 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49857 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185756 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 487Q: 23 clusters Score -1.443557e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 46674 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 178273 members 
Mstep: Class 8 contains 59934 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176524 members 
Mstep: Class 11 contains 159344 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27982 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49542 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49866 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185748 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 488Q: 23 clusters Score -1.443556e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94741 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 46674 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178266 members 
Mstep: Class 8 contains 59942 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176523 members 
Mstep: Class 11 contains 159346 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27983 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49542 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49874 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185742 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355600.000000 Penalty: 75875.242188
Iteration 489Q: 23 clusters Score -1.443556e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 46673 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178266 members 
Mstep: Class 8 contains 59940 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176521 members 
Mstep: Class 11 contains 159353 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27983 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49543 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49879 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185738 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355632.000000 Penalty: 75875.242188
Iteration 490Q: 23 clusters Score -1.443556e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 46675 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 178269 members 
Mstep: Class 8 contains 59941 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176521 members 
Mstep: Class 11 contains 159353 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27985 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49543 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49881 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185732 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 491Q: 23 clusters Score -1.443556e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 46678 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178270 members 
Mstep: Class 8 contains 59945 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176516 members 
Mstep: Class 11 contains 159357 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27987 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49543 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49882 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185724 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355584.000000 Penalty: 75875.242188
Iteration 492Q: 23 clusters Score -1.443556e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 2011 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 46678 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30398 members 
Mstep: Class 7 contains 178266 members 
Mstep: Class 8 contains 59948 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176517 members 
Mstep: Class 11 contains 159362 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49544 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49882 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185716 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355664.000000 Penalty: 75875.242188
Iteration 493Q: 23 clusters Score -1.443557e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94736 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 46677 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30398 members 
Mstep: Class 7 contains 178265 members 
Mstep: Class 8 contains 59955 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176518 members 
Mstep: Class 11 contains 159363 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27999 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49544 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49880 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185709 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355616.000000 Penalty: 75875.242188
Iteration 494Q: 23 clusters Score -1.443556e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94736 members 
Mstep: Class 2 contains 2014 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 46675 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 178257 members 
Mstep: Class 8 contains 59959 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176523 members 
Mstep: Class 11 contains 159364 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 27999 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49546 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49883 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185703 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355552.000000 Penalty: 75875.242188
Iteration 495Q: 23 clusters Score -1.443556e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 46675 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178255 members 
Mstep: Class 8 contains 59961 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176523 members 
Mstep: Class 11 contains 159367 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 27999 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49545 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49885 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185698 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355568.000000 Penalty: 75875.242188
Iteration 496Q: 23 clusters Score -1.443556e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 46673 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178256 members 
Mstep: Class 8 contains 59962 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176524 members 
Mstep: Class 11 contains 159362 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 28001 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49545 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49889 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185695 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 497Q: 23 clusters Score -1.443557e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 8420 members 
Mstep: Class 4 contains 46673 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178255 members 
Mstep: Class 8 contains 59964 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176524 members 
Mstep: Class 11 contains 159360 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 28002 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49545 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49892 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185695 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 498Q: 23 clusters Score -1.443557e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94731 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 8419 members 
Mstep: Class 4 contains 46674 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178256 members 
Mstep: Class 8 contains 59964 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176524 members 
Mstep: Class 11 contains 159353 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 28003 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49545 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49895 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185699 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355696.000000 Penalty: 75875.242188
Iteration 499Q: 23 clusters Score -1.443557e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 8416 members 
Mstep: Class 4 contains 46673 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 178256 members 
Mstep: Class 8 contains 59965 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 176522 members 
Mstep: Class 11 contains 159351 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 28002 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 49545 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 49898 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 185704 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144355712.000000 Penalty: 75875.242188
Iteration 500F: 23 clusters Score -1.443557e+08 nChanged 41
Maximum iterations exceeded
--- Evaluating fit on full set of 3286603 points ---
Entering Unmasked Estep 
Score: -427637600.000000 Penalty: 81869.273438
21->23 Clusters: Score -427637600.000000, best is -427661056.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1095534 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 52005 members 
Mstep: Class 3 contains 52375 members 
Mstep: Class 4 contains 52355 members 
Mstep: Class 5 contains 51869 members 
Mstep: Class 6 contains 52173 members 
Mstep: Class 7 contains 52293 members 
Mstep: Class 8 contains 52266 members 
Mstep: Class 9 contains 52483 members 
Mstep: Class 10 contains 52246 members 
Mstep: Class 11 contains 52137 members 
Mstep: Class 12 contains 51923 members 
Mstep: Class 13 contains 52222 members 
Mstep: Class 14 contains 52159 members 
Mstep: Class 15 contains 52268 members 
Mstep: Class 16 contains 51492 members 
Mstep: Class 17 contains 52247 members 
Mstep: Class 18 contains 52028 members 
Mstep: Class 19 contains 52409 members 
Mstep: Class 20 contains 52219 members 
Mstep: Class 21 contains 52444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1154.470581 but Gain 3448.875000
Score: -140251360.000000 Penalty: 68977.492188
Iteration 0F: 21 clusters Score -1.402514e+08 nChanged 1038064
Entering Unmasked Mstep 
Mstep: Class 0 contains 2030 members 
Mstep: Class 2 contains 61490 members 
Mstep: Class 3 contains 65602 members 
Mstep: Class 4 contains 129183 members 
Mstep: Class 5 contains 20543 members 
Mstep: Class 6 contains 75046 members 
Mstep: Class 7 contains 51918 members 
Mstep: Class 8 contains 44503 members 
Mstep: Class 9 contains 49227 members 
Mstep: Class 10 contains 70234 members 
Mstep: Class 11 contains 44655 members 
Mstep: Class 12 contains 96733 members 
Mstep: Class 13 contains 19378 members 
Mstep: Class 14 contains 35666 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 63671 members 
Mstep: Class 17 contains 73507 members 
Mstep: Class 18 contains 48908 members 
Mstep: Class 19 contains 31324 members 
Mstep: Class 20 contains 32382 members 
Mstep: Class 21 contains 42355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142772032.000000 Penalty: 68977.492188
Iteration 1F: 21 clusters Score -1.42772e+08 nChanged 340371
Entering Unmasked Mstep 
Mstep: Class 0 contains 1319 members 
Mstep: Class 2 contains 72282 members 
Mstep: Class 3 contains 61318 members 
Mstep: Class 4 contains 170070 members 
Mstep: Class 5 contains 14970 members 
Mstep: Class 6 contains 74627 members 
Mstep: Class 7 contains 38144 members 
Mstep: Class 8 contains 34094 members 
Mstep: Class 9 contains 31709 members 
Mstep: Class 10 contains 69222 members 
Mstep: Class 11 contains 43415 members 
Mstep: Class 12 contains 128592 members 
Mstep: Class 13 contains 12396 members 
Mstep: Class 14 contains 29574 members 
Mstep: Class 15 contains 32796 members 
Mstep: Class 16 contains 69341 members 
Mstep: Class 17 contains 62754 members 
Mstep: Class 18 contains 51623 members 
Mstep: Class 19 contains 24684 members 
Mstep: Class 20 contains 28458 members 
Mstep: Class 21 contains 44146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143249568.000000 Penalty: 68977.492188
Iteration 2F: 21 clusters Score -1.432496e+08 nChanged 254216
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 2 contains 79644 members 
Mstep: Class 3 contains 51301 members 
Mstep: Class 4 contains 242506 members 
Mstep: Class 5 contains 7693 members 
Mstep: Class 6 contains 78196 members 
Mstep: Class 7 contains 23729 members 
Mstep: Class 8 contains 23322 members 
Mstep: Class 9 contains 18818 members 
Mstep: Class 10 contains 64825 members 
Mstep: Class 11 contains 42478 members 
Mstep: Class 12 contains 151040 members 
Mstep: Class 13 contains 8155 members 
Mstep: Class 14 contains 20975 members 
Mstep: Class 15 contains 32162 members 
Mstep: Class 16 contains 69456 members 
Mstep: Class 17 contains 57032 members 
Mstep: Class 18 contains 46333 members 
Mstep: Class 19 contains 17273 members 
Mstep: Class 20 contains 20875 members 
Mstep: Class 21 contains 39297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143552304.000000 Penalty: 68977.492188
Iteration 3F: 21 clusters Score -1.435523e+08 nChanged 211570
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 80412 members 
Mstep: Class 3 contains 40193 members 
Mstep: Class 4 contains 330472 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 81297 members 
Mstep: Class 7 contains 13586 members 
Mstep: Class 8 contains 13762 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 54277 members 
Mstep: Class 11 contains 40411 members 
Mstep: Class 12 contains 164622 members 
Mstep: Class 13 contains 5627 members 
Mstep: Class 14 contains 12684 members 
Mstep: Class 15 contains 33732 members 
Mstep: Class 16 contains 66423 members 
Mstep: Class 17 contains 53215 members 
Mstep: Class 18 contains 35549 members 
Mstep: Class 19 contains 10580 members 
Mstep: Class 20 contains 13605 members 
Mstep: Class 21 contains 29937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143696992.000000 Penalty: 68977.492188
Iteration 4F: 21 clusters Score -1.43697e+08 nChanged 176873
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 2 contains 79512 members 
Mstep: Class 3 contains 31259 members 
Mstep: Class 4 contains 387623 members 
Mstep: Class 5 contains 2687 members 
Mstep: Class 6 contains 84196 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 7433 members 
Mstep: Class 9 contains 7568 members 
Mstep: Class 10 contains 43183 members 
Mstep: Class 11 contains 41418 members 
Mstep: Class 12 contains 175708 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 7564 members 
Mstep: Class 15 contains 33613 members 
Mstep: Class 16 contains 68659 members 
Mstep: Class 17 contains 51871 members 
Mstep: Class 18 contains 24689 members 
Mstep: Class 19 contains 5707 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 21654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143703440.000000 Penalty: 68977.492188
Iteration 5F: 21 clusters Score -1.437034e+08 nChanged 147842
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 86991 members 
Mstep: Class 3 contains 26653 members 
Mstep: Class 4 contains 367336 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 6 contains 88303 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 5207 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 36126 members 
Mstep: Class 11 contains 47784 members 
Mstep: Class 12 contains 200562 members 
Mstep: Class 13 contains 4450 members 
Mstep: Class 14 contains 5319 members 
Mstep: Class 15 contains 33747 members 
Mstep: Class 16 contains 80376 members 
Mstep: Class 17 contains 54690 members 
Mstep: Class 18 contains 18450 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 5923 members 
Mstep: Class 21 contains 16613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2413.926758 but Gain 3448.875000
Score: -143814944.000000 Penalty: 65528.617188
Iteration 6F: 20 clusters Score -1.438149e+08 nChanged 127578
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 96295 members 
Mstep: Class 3 contains 22003 members 
Mstep: Class 4 contains 344199 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 90082 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 6501 members 
Mstep: Class 10 contains 28865 members 
Mstep: Class 11 contains 54728 members 
Mstep: Class 12 contains 219236 members 
Mstep: Class 13 contains 4372 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 95469 members 
Mstep: Class 17 contains 57835 members 
Mstep: Class 18 contains 13644 members 
Mstep: Class 20 contains 4122 members 
Mstep: Class 21 contains 12230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2237.921387 but Gain 3448.875000
Score: -143911328.000000 Penalty: 62079.742188
Iteration 7F: 19 clusters Score -1.439113e+08 nChanged 116531
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 107260 members 
Mstep: Class 3 contains 17200 members 
Mstep: Class 4 contains 323151 members 
Mstep: Class 5 contains 2901 members 
Mstep: Class 6 contains 91562 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 6903 members 
Mstep: Class 10 contains 22200 members 
Mstep: Class 11 contains 61461 members 
Mstep: Class 12 contains 227277 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 28238 members 
Mstep: Class 16 contains 112337 members 
Mstep: Class 17 contains 62116 members 
Mstep: Class 18 contains 9884 members 
Mstep: Class 20 contains 2968 members 
Mstep: Class 21 contains 8986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2472.963135 but Gain 3448.875000
Score: -143992032.000000 Penalty: 58630.867188
Iteration 8F: 18 clusters Score -1.43992e+08 nChanged 104429
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 119275 members 
Mstep: Class 3 contains 12632 members 
Mstep: Class 4 contains 307401 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 91549 members 
Mstep: Class 8 contains 3170 members 
Mstep: Class 9 contains 7294 members 
Mstep: Class 10 contains 16864 members 
Mstep: Class 11 contains 67337 members 
Mstep: Class 12 contains 224693 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 2788 members 
Mstep: Class 15 contains 24771 members 
Mstep: Class 16 contains 129541 members 
Mstep: Class 17 contains 67145 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 21 contains 6747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3311.451660 but Gain 3448.871094
Score: -144057344.000000 Penalty: 55181.996094
Iteration 9F: 17 clusters Score -1.440573e+08 nChanged 91128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 131448 members 
Mstep: Class 3 contains 8897 members 
Mstep: Class 4 contains 294330 members 
Mstep: Class 5 contains 2995 members 
Mstep: Class 6 contains 90578 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 12934 members 
Mstep: Class 11 contains 72251 members 
Mstep: Class 12 contains 216804 members 
Mstep: Class 13 contains 4329 members 
Mstep: Class 15 contains 22016 members 
Mstep: Class 16 contains 144524 members 
Mstep: Class 17 contains 73645 members 
Mstep: Class 18 contains 5045 members 
Mstep: Class 21 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144102688.000000 Penalty: 55181.996094
Iteration 10F: 17 clusters Score -1.441027e+08 nChanged 76356
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 143309 members 
Mstep: Class 3 contains 6211 members 
Mstep: Class 4 contains 281637 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 88697 members 
Mstep: Class 8 contains 3012 members 
Mstep: Class 9 contains 7778 members 
Mstep: Class 10 contains 10057 members 
Mstep: Class 11 contains 76530 members 
Mstep: Class 12 contains 204819 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 157167 members 
Mstep: Class 17 contains 81237 members 
Mstep: Class 18 contains 3729 members 
Mstep: Class 21 contains 4165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3039.050537 but Gain 3448.875000
Score: -144138432.000000 Penalty: 51733.121094
Iteration 11F: 16 clusters Score -1.441384e+08 nChanged 69181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 154963 members 
Mstep: Class 3 contains 4366 members 
Mstep: Class 4 contains 270411 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 86359 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 8002 members 
Mstep: Class 11 contains 80493 members 
Mstep: Class 12 contains 192173 members 
Mstep: Class 13 contains 4232 members 
Mstep: Class 15 contains 18331 members 
Mstep: Class 16 contains 168955 members 
Mstep: Class 17 contains 89588 members 
Mstep: Class 21 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3340.500244 but Gain 3448.875000
Score: -144172752.000000 Penalty: 48284.246094
Iteration 12F: 15 clusters Score -1.441728e+08 nChanged 58721
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 165826 members 
Mstep: Class 4 contains 258004 members 
Mstep: Class 5 contains 3027 members 
Mstep: Class 6 contains 83888 members 
Mstep: Class 8 contains 3266 members 
Mstep: Class 9 contains 7926 members 
Mstep: Class 10 contains 6411 members 
Mstep: Class 11 contains 83951 members 
Mstep: Class 12 contains 181705 members 
Mstep: Class 13 contains 4183 members 
Mstep: Class 15 contains 17514 members 
Mstep: Class 16 contains 178462 members 
Mstep: Class 17 contains 98020 members 
Mstep: Class 21 contains 3334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144201440.000000 Penalty: 48284.246094
Iteration 13F: 15 clusters Score -1.442014e+08 nChanged 46997
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 172841 members 
Mstep: Class 4 contains 246746 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 81241 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7896 members 
Mstep: Class 10 contains 5245 members 
Mstep: Class 11 contains 86624 members 
Mstep: Class 12 contains 173538 members 
Mstep: Class 13 contains 4131 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 185194 members 
Mstep: Class 17 contains 105539 members 
Mstep: Class 21 contains 3226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144221312.000000 Penalty: 48284.246094
Iteration 14Q: 15 clusters Score -1.442213e+08 nChanged 40229
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 177703 members 
Mstep: Class 4 contains 236120 members 
Mstep: Class 5 contains 3033 members 
Mstep: Class 6 contains 78721 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 7815 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 88855 members 
Mstep: Class 12 contains 168269 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 15 contains 16442 members 
Mstep: Class 16 contains 190556 members 
Mstep: Class 17 contains 112787 members 
Mstep: Class 21 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144235584.000000 Penalty: 48284.246094
Iteration 15Q: 15 clusters Score -1.442356e+08 nChanged 34975
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 180530 members 
Mstep: Class 4 contains 226129 members 
Mstep: Class 5 contains 3033 members 
Mstep: Class 6 contains 76426 members 
Mstep: Class 8 contains 3679 members 
Mstep: Class 9 contains 7741 members 
Mstep: Class 10 contains 3699 members 
Mstep: Class 11 contains 90768 members 
Mstep: Class 12 contains 165556 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 15 contains 16183 members 
Mstep: Class 16 contains 194512 members 
Mstep: Class 17 contains 119970 members 
Mstep: Class 21 contains 3252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144247216.000000 Penalty: 48284.246094
Iteration 16Q: 15 clusters Score -1.442472e+08 nChanged 31113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 181274 members 
Mstep: Class 4 contains 217587 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 74251 members 
Mstep: Class 8 contains 3705 members 
Mstep: Class 9 contains 7654 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 92278 members 
Mstep: Class 12 contains 164943 members 
Mstep: Class 13 contains 4006 members 
Mstep: Class 15 contains 16046 members 
Mstep: Class 16 contains 197226 members 
Mstep: Class 17 contains 126884 members 
Mstep: Class 21 contains 3406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3419.193115 but Gain 3448.875000
Score: -144257920.000000 Penalty: 44835.371094
Iteration 17Q: 14 clusters Score -1.442579e+08 nChanged 31478
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 181012 members 
Mstep: Class 4 contains 210945 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 72348 members 
Mstep: Class 8 contains 3691 members 
Mstep: Class 9 contains 7559 members 
Mstep: Class 11 contains 93456 members 
Mstep: Class 12 contains 166041 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 15 contains 15985 members 
Mstep: Class 16 contains 199360 members 
Mstep: Class 17 contains 134454 members 
Mstep: Class 21 contains 3670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144270016.000000 Penalty: 44835.371094
Iteration 18Q: 14 clusters Score -1.4427e+08 nChanged 27684
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 179303 members 
Mstep: Class 4 contains 204439 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 70430 members 
Mstep: Class 8 contains 3661 members 
Mstep: Class 9 contains 7435 members 
Mstep: Class 11 contains 94348 members 
Mstep: Class 12 contains 167098 members 
Mstep: Class 13 contains 3928 members 
Mstep: Class 15 contains 15931 members 
Mstep: Class 16 contains 200391 members 
Mstep: Class 17 contains 141455 members 
Mstep: Class 21 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144278912.000000 Penalty: 44835.371094
Iteration 19Q: 14 clusters Score -1.442789e+08 nChanged 26511
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 176786 members 
Mstep: Class 4 contains 199164 members 
Mstep: Class 5 contains 3032 members 
Mstep: Class 6 contains 68701 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 7277 members 
Mstep: Class 11 contains 94975 members 
Mstep: Class 12 contains 168440 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 15 contains 15794 members 
Mstep: Class 16 contains 200836 members 
Mstep: Class 17 contains 148434 members 
Mstep: Class 21 contains 4585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144286176.000000 Penalty: 44835.371094
Iteration 20F: 14 clusters Score -1.442862e+08 nChanged 25730
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 173820 members 
Mstep: Class 4 contains 194768 members 
Mstep: Class 5 contains 3032 members 
Mstep: Class 6 contains 67153 members 
Mstep: Class 8 contains 3508 members 
Mstep: Class 9 contains 7113 members 
Mstep: Class 11 contains 95455 members 
Mstep: Class 12 contains 169814 members 
Mstep: Class 13 contains 3855 members 
Mstep: Class 15 contains 15595 members 
Mstep: Class 16 contains 200751 members 
Mstep: Class 17 contains 155352 members 
Mstep: Class 21 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144293712.000000 Penalty: 44835.371094
Iteration 21Q: 14 clusters Score -1.442937e+08 nChanged 24697
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 170628 members 
Mstep: Class 4 contains 191164 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 65750 members 
Mstep: Class 8 contains 3440 members 
Mstep: Class 9 contains 6948 members 
Mstep: Class 11 contains 95751 members 
Mstep: Class 12 contains 170809 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 200206 members 
Mstep: Class 17 contains 162459 members 
Mstep: Class 21 contains 6152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144301328.000000 Penalty: 44835.371094
Iteration 22Q: 14 clusters Score -1.443013e+08 nChanged 24793
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 166975 members 
Mstep: Class 4 contains 188399 members 
Mstep: Class 5 contains 3034 members 
Mstep: Class 6 contains 64529 members 
Mstep: Class 8 contains 3427 members 
Mstep: Class 9 contains 6767 members 
Mstep: Class 11 contains 95581 members 
Mstep: Class 12 contains 170664 members 
Mstep: Class 13 contains 3778 members 
Mstep: Class 15 contains 15132 members 
Mstep: Class 16 contains 199158 members 
Mstep: Class 17 contains 170942 members 
Mstep: Class 21 contains 7132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144307760.000000 Penalty: 44835.371094
Iteration 23Q: 14 clusters Score -1.443078e+08 nChanged 25294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 162865 members 
Mstep: Class 4 contains 186182 members 
Mstep: Class 5 contains 3037 members 
Mstep: Class 6 contains 63488 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 6581 members 
Mstep: Class 11 contains 95040 members 
Mstep: Class 12 contains 170025 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 15 contains 14923 members 
Mstep: Class 16 contains 197579 members 
Mstep: Class 17 contains 180406 members 
Mstep: Class 21 contains 8134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144311856.000000 Penalty: 44835.371094
Iteration 24Q: 14 clusters Score -1.443119e+08 nChanged 25838
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 158624 members 
Mstep: Class 4 contains 184742 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 62728 members 
Mstep: Class 8 contains 3704 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 11 contains 94348 members 
Mstep: Class 12 contains 168860 members 
Mstep: Class 13 contains 3670 members 
Mstep: Class 15 contains 14739 members 
Mstep: Class 16 contains 195462 members 
Mstep: Class 17 contains 189932 members 
Mstep: Class 21 contains 9253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144313664.000000 Penalty: 44835.371094
Iteration 25Q: 14 clusters Score -1.443137e+08 nChanged 25650
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 154997 members 
Mstep: Class 4 contains 183941 members 
Mstep: Class 5 contains 3039 members 
Mstep: Class 6 contains 62215 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 6280 members 
Mstep: Class 11 contains 93579 members 
Mstep: Class 12 contains 167652 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 15 contains 14572 members 
Mstep: Class 16 contains 193063 members 
Mstep: Class 17 contains 198308 members 
Mstep: Class 21 contains 10345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144313808.000000 Penalty: 44835.371094
Iteration 26Q: 14 clusters Score -1.443138e+08 nChanged 23912
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 152080 members 
Mstep: Class 4 contains 183795 members 
Mstep: Class 5 contains 3039 members 
Mstep: Class 6 contains 61883 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 6182 members 
Mstep: Class 11 contains 92919 members 
Mstep: Class 12 contains 166785 members 
Mstep: Class 13 contains 3584 members 
Mstep: Class 15 contains 14415 members 
Mstep: Class 16 contains 190962 members 
Mstep: Class 17 contains 204304 members 
Mstep: Class 21 contains 11467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144313888.000000 Penalty: 44835.371094
Iteration 27Q: 14 clusters Score -1.443139e+08 nChanged 21653
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 149816 members 
Mstep: Class 4 contains 184088 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 61664 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 11 contains 92398 members 
Mstep: Class 12 contains 166753 members 
Mstep: Class 13 contains 3578 members 
Mstep: Class 15 contains 14298 members 
Mstep: Class 16 contains 189344 members 
Mstep: Class 17 contains 207507 members 
Mstep: Class 21 contains 12642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144313328.000000 Penalty: 44835.371094
Iteration 28Q: 14 clusters Score -1.443133e+08 nChanged 18805
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 148120 members 
Mstep: Class 4 contains 184694 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 61340 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 6038 members 
Mstep: Class 11 contains 92118 members 
Mstep: Class 12 contains 167251 members 
Mstep: Class 13 contains 3577 members 
Mstep: Class 15 contains 14203 members 
Mstep: Class 16 contains 188361 members 
Mstep: Class 17 contains 208471 members 
Mstep: Class 21 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144312592.000000 Penalty: 44835.371094
Iteration 29Q: 14 clusters Score -1.443126e+08 nChanged 15925
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 147043 members 
Mstep: Class 4 contains 185549 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 60912 members 
Mstep: Class 8 contains 4587 members 
Mstep: Class 9 contains 5986 members 
Mstep: Class 11 contains 92008 members 
Mstep: Class 12 contains 168047 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 15 contains 14106 members 
Mstep: Class 16 contains 187907 members 
Mstep: Class 17 contains 207781 members 
Mstep: Class 21 contains 14977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144312784.000000 Penalty: 44835.371094
Iteration 30Q: 14 clusters Score -1.443128e+08 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 146297 members 
Mstep: Class 4 contains 186447 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 60421 members 
Mstep: Class 8 contains 4707 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 11 contains 91983 members 
Mstep: Class 12 contains 168963 members 
Mstep: Class 13 contains 3581 members 
Mstep: Class 15 contains 14059 members 
Mstep: Class 16 contains 188029 members 
Mstep: Class 17 contains 206042 members 
Mstep: Class 21 contains 16010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144313120.000000 Penalty: 44835.371094
Iteration 31Q: 14 clusters Score -1.443131e+08 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 145906 members 
Mstep: Class 4 contains 187191 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 59873 members 
Mstep: Class 8 contains 4835 members 
Mstep: Class 9 contains 5876 members 
Mstep: Class 11 contains 92155 members 
Mstep: Class 12 contains 169848 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 15 contains 14023 members 
Mstep: Class 16 contains 188384 members 
Mstep: Class 17 contains 203831 members 
Mstep: Class 21 contains 16955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144313600.000000 Penalty: 44835.371094
Iteration 32Q: 14 clusters Score -1.443136e+08 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 145662 members 
Mstep: Class 4 contains 187905 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 59314 members 
Mstep: Class 8 contains 4922 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 11 contains 92382 members 
Mstep: Class 12 contains 170647 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 15 contains 13980 members 
Mstep: Class 16 contains 188944 members 
Mstep: Class 17 contains 201538 members 
Mstep: Class 21 contains 17786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144314304.000000 Penalty: 44835.371094
Iteration 33Q: 14 clusters Score -1.443143e+08 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 145526 members 
Mstep: Class 4 contains 188593 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 58707 members 
Mstep: Class 8 contains 4987 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 11 contains 92698 members 
Mstep: Class 12 contains 171212 members 
Mstep: Class 13 contains 3611 members 
Mstep: Class 15 contains 13955 members 
Mstep: Class 16 contains 189637 members 
Mstep: Class 17 contains 199299 members 
Mstep: Class 21 contains 18548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144315216.000000 Penalty: 44835.371094
Iteration 34Q: 14 clusters Score -1.443152e+08 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 145437 members 
Mstep: Class 4 contains 189154 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 58134 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 5612 members 
Mstep: Class 11 contains 93061 members 
Mstep: Class 12 contains 171624 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 15 contains 13939 members 
Mstep: Class 16 contains 190331 members 
Mstep: Class 17 contains 197313 members 
Mstep: Class 21 contains 19213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144315936.000000 Penalty: 44835.371094
Iteration 35Q: 14 clusters Score -1.443159e+08 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 145326 members 
Mstep: Class 4 contains 189677 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 57589 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 11 contains 93380 members 
Mstep: Class 12 contains 171924 members 
Mstep: Class 13 contains 3619 members 
Mstep: Class 15 contains 13957 members 
Mstep: Class 16 contains 190933 members 
Mstep: Class 17 contains 195614 members 
Mstep: Class 21 contains 19819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144316432.000000 Penalty: 44835.371094
Iteration 36Q: 14 clusters Score -1.443164e+08 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 145250 members 
Mstep: Class 4 contains 190270 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 57042 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 11 contains 93659 members 
Mstep: Class 12 contains 172104 members 
Mstep: Class 13 contains 3623 members 
Mstep: Class 15 contains 13952 members 
Mstep: Class 16 contains 191501 members 
Mstep: Class 17 contains 194135 members 
Mstep: Class 21 contains 20341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144316512.000000 Penalty: 44835.371094
Iteration 37Q: 14 clusters Score -1.443165e+08 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 145215 members 
Mstep: Class 4 contains 190658 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 56553 members 
Mstep: Class 8 contains 5182 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 11 contains 93939 members 
Mstep: Class 12 contains 172267 members 
Mstep: Class 13 contains 3629 members 
Mstep: Class 15 contains 13962 members 
Mstep: Class 16 contains 192042 members 
Mstep: Class 17 contains 192922 members 
Mstep: Class 21 contains 20763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144317104.000000 Penalty: 44835.371094
Iteration 38Q: 14 clusters Score -1.443171e+08 nChanged 4627
Entering ConstructFrom: 
Score: -144317104.000000 Penalty: 44835.371094
Entering ConstructFrom: 
Trying to split cluster 2 (145200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145200 members 
Entering Unmasked Estep 
Score: -19498458.000000 Penalty: 2947.695068
	Iteration 0F: 2 clusters Score -1.949846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -19401392.000000 Penalty: 5895.390137
	Iteration 0F: 3 clusters Score -1.940139e+07 nChanged 69386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -19441630.000000 Penalty: 5895.390137
	Iteration 1F: 3 clusters Score -1.944163e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -19442624.000000 Penalty: 5895.390137
	Iteration 2Q: 3 clusters Score -1.944262e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -19444172.000000 Penalty: 5895.390137
	Iteration 3Q: 3 clusters Score -1.944417e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -19446816.000000 Penalty: 5895.390137
	Iteration 4Q: 3 clusters Score -1.944682e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -19450950.000000 Penalty: 5895.390137
	Iteration 5F: 3 clusters Score -1.945095e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
Score: -19457816.000000 Penalty: 5895.390137
	Iteration 6F: 3 clusters Score -1.945782e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 106137 members 
Entering Unmasked Estep 
Score: -19467406.000000 Penalty: 5895.390137
	Iteration 7F: 3 clusters Score -1.946741e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 115703 members 
Entering Unmasked Estep 
Score: -19477560.000000 Penalty: 5895.390137
	Iteration 8F: 3 clusters Score -1.947756e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 122941 members 
Entering Unmasked Estep 
Score: -19485696.000000 Penalty: 5895.390137
	Iteration 9F: 3 clusters Score -1.94857e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 127425 members 
Entering Unmasked Estep 
Score: -19490262.000000 Penalty: 5895.390137
	Iteration 10Q: 3 clusters Score -1.949026e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 130109 members 
Entering Unmasked Estep 
Score: -19492620.000000 Penalty: 5895.390137
	Iteration 11Q: 3 clusters Score -1.949262e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 132092 members 
Entering Unmasked Estep 
Score: -19494030.000000 Penalty: 5895.390137
	Iteration 12Q: 3 clusters Score -1.949403e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 133702 members 
Entering Unmasked Estep 
Score: -19495058.000000 Penalty: 5895.390137
	Iteration 13Q: 3 clusters Score -1.949506e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 135025 members 
Entering Unmasked Estep 
Score: -19495692.000000 Penalty: 5895.390137
	Iteration 14Q: 3 clusters Score -1.949569e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 136127 members 
Entering Unmasked Estep 
Score: -19496198.000000 Penalty: 5895.390137
	Iteration 15Q: 3 clusters Score -1.94962e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 137037 members 
Entering Unmasked Estep 
Score: -19496596.000000 Penalty: 5895.390137
	Iteration 16Q: 3 clusters Score -1.94966e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 137787 members 
Entering Unmasked Estep 
Score: -19496874.000000 Penalty: 5895.390137
	Iteration 17Q: 3 clusters Score -1.949687e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 138393 members 
Entering Unmasked Estep 
Score: -19497056.000000 Penalty: 5895.390137
	Iteration 18Q: 3 clusters Score -1.949706e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 138875 members 
Entering Unmasked Estep 
Score: -19497228.000000 Penalty: 5895.390137
	Iteration 19Q: 3 clusters Score -1.949723e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 139275 members 
Entering Unmasked Estep 
Score: -19497326.000000 Penalty: 5895.390137
	Iteration 20F: 3 clusters Score -1.949733e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 139594 members 
Entering Unmasked Estep 
Score: -19497418.000000 Penalty: 5895.390137
	Iteration 21Q: 3 clusters Score -1.949742e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 139842 members 
Entering Unmasked Estep 
Score: -19497446.000000 Penalty: 5895.390137
	Iteration 22Q: 3 clusters Score -1.949745e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -19497554.000000 Penalty: 5895.390137
	Iteration 23Q: 3 clusters Score -1.949755e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 140192 members 
Entering Unmasked Estep 
Score: -19497566.000000 Penalty: 5895.390137
	Iteration 24Q: 3 clusters Score -1.949757e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 140318 members 
Entering Unmasked Estep 
Score: -19497624.000000 Penalty: 5895.390137
	Iteration 25Q: 3 clusters Score -1.949762e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 140438 members 
Entering Unmasked Estep 
Score: -19497650.000000 Penalty: 5895.390137
	Iteration 26Q: 3 clusters Score -1.949765e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 140537 members 
Entering Unmasked Estep 
Score: -19497684.000000 Penalty: 5895.390137
	Iteration 27Q: 3 clusters Score -1.949768e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -19497712.000000 Penalty: 5895.390137
	Iteration 28Q: 3 clusters Score -1.949771e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 140698 members 
Entering Unmasked Estep 
Score: -19497706.000000 Penalty: 5895.390137
	Iteration 29Q: 3 clusters Score -1.949771e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 140754 members 
Entering Unmasked Estep 
Score: -19497732.000000 Penalty: 5895.390137
	Iteration 30Q: 3 clusters Score -1.949773e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 140806 members 
Entering Unmasked Estep 
Score: -19497712.000000 Penalty: 5895.390137
	Iteration 31Q: 3 clusters Score -1.949771e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 140852 members 
Entering Unmasked Estep 
Score: -19497706.000000 Penalty: 5895.390137
	Iteration 32Q: 3 clusters Score -1.949771e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 140893 members 
Entering Unmasked Estep 
Score: -19497704.000000 Penalty: 5895.390137
	Iteration 33Q: 3 clusters Score -1.94977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 140929 members 
Entering Unmasked Estep 
Score: -19497726.000000 Penalty: 5895.390137
	Iteration 34Q: 3 clusters Score -1.949773e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 140967 members 
Entering Unmasked Estep 
Score: -19497744.000000 Penalty: 5895.390137
	Iteration 35Q: 3 clusters Score -1.949774e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 140993 members 
Entering Unmasked Estep 
Score: -19497746.000000 Penalty: 5895.390137
	Iteration 36Q: 3 clusters Score -1.949775e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -19497774.000000 Penalty: 5895.390137
	Iteration 37Q: 3 clusters Score -1.949777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 141032 members 
Entering Unmasked Estep 
Score: -19497776.000000 Penalty: 5895.390137
	Iteration 38Q: 3 clusters Score -1.949778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 141043 members 
Entering Unmasked Estep 
Score: -19497790.000000 Penalty: 5895.390137
	Iteration 39Q: 3 clusters Score -1.949779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 141057 members 
Entering Unmasked Estep 
Score: -19497798.000000 Penalty: 5895.390137
	Iteration 40F: 3 clusters Score -1.94978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 141066 members 
Entering Unmasked Estep 
Score: -19497836.000000 Penalty: 5895.390137
	Iteration 41Q: 3 clusters Score -1.949784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 141079 members 
Entering Unmasked Estep 
Score: -19497840.000000 Penalty: 5895.390137
	Iteration 42Q: 3 clusters Score -1.949784e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 141092 members 
Entering Unmasked Estep 
Score: -19497848.000000 Penalty: 5895.390137
	Iteration 43Q: 3 clusters Score -1.949785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 141096 members 
Entering Unmasked Estep 
Score: -19497848.000000 Penalty: 5895.390137
	Iteration 44Q: 3 clusters Score -1.949785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 141111 members 
Entering Unmasked Estep 
Score: -19497830.000000 Penalty: 5895.390137
	Iteration 45Q: 3 clusters Score -1.949783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 141117 members 
Entering Unmasked Estep 
Score: -19497866.000000 Penalty: 5895.390137
	Iteration 46Q: 3 clusters Score -1.949787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 141128 members 
Entering Unmasked Estep 
Score: -19497844.000000 Penalty: 5895.390137
	Iteration 47Q: 3 clusters Score -1.949784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 141136 members 
Entering Unmasked Estep 
Score: -19497856.000000 Penalty: 5895.390137
	Iteration 48Q: 3 clusters Score -1.949786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 141141 members 
Entering Unmasked Estep 
Score: -19497840.000000 Penalty: 5895.390137
	Iteration 49Q: 3 clusters Score -1.949784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 141146 members 
Entering Unmasked Estep 
Score: -19497836.000000 Penalty: 5895.390137
	Iteration 50Q: 3 clusters Score -1.949784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 141148 members 
Entering Unmasked Estep 
Score: -19497838.000000 Penalty: 5895.390137
	Iteration 51Q: 3 clusters Score -1.949784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 141154 members 
Entering Unmasked Estep 
Score: -19497840.000000 Penalty: 5895.390137
	Iteration 52Q: 3 clusters Score -1.949784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 141158 members 
Entering Unmasked Estep 
Score: -19497840.000000 Penalty: 5895.390137
	Iteration 53Q: 3 clusters Score -1.949784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 141160 members 
Entering Unmasked Estep 
Score: -19497836.000000 Penalty: 5895.390137
	Iteration 54Q: 3 clusters Score -1.949784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 141166 members 
Entering Unmasked Estep 
Score: -19497822.000000 Penalty: 5895.390137
	Iteration 55Q: 3 clusters Score -1.949782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 141174 members 
Entering Unmasked Estep 
Score: -19497834.000000 Penalty: 5895.390137
	Iteration 56Q: 3 clusters Score -1.949783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 141184 members 
Entering Unmasked Estep 
Score: -19497848.000000 Penalty: 5895.390137
	Iteration 57Q: 3 clusters Score -1.949785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 141195 members 
Entering Unmasked Estep 
Score: -19497842.000000 Penalty: 5895.390137
	Iteration 58Q: 3 clusters Score -1.949784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 141200 members 
Entering Unmasked Estep 
Score: -19497844.000000 Penalty: 5895.390137
	Iteration 59Q: 3 clusters Score -1.949784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 141208 members 
Entering Unmasked Estep 
Score: -19497848.000000 Penalty: 5895.390137
	Iteration 60F: 3 clusters Score -1.949785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 141213 members 
Entering Unmasked Estep 
Score: -19497844.000000 Penalty: 5895.390137
	Iteration 61Q: 3 clusters Score -1.949784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 141217 members 
Entering Unmasked Estep 
Score: -19497868.000000 Penalty: 5895.390137
	Iteration 62Q: 3 clusters Score -1.949787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 141221 members 
Entering Unmasked Estep 
Score: -19497862.000000 Penalty: 5895.390137
	Iteration 63Q: 3 clusters Score -1.949786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 141226 members 
Entering Unmasked Estep 
Score: -19497856.000000 Penalty: 5895.390137
	Iteration 64Q: 3 clusters Score -1.949786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 141232 members 
Entering Unmasked Estep 
Score: -19497884.000000 Penalty: 5895.390137
	Iteration 65Q: 3 clusters Score -1.949788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 141234 members 
Entering Unmasked Estep 
Score: -19497872.000000 Penalty: 5895.390137
	Iteration 66Q: 3 clusters Score -1.949787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 141239 members 
Entering Unmasked Estep 
Score: -19497872.000000 Penalty: 5895.390137
	Iteration 67Q: 3 clusters Score -1.949787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 141243 members 
Entering Unmasked Estep 
Score: -19497880.000000 Penalty: 5895.390137
	Iteration 68Q: 3 clusters Score -1.949788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 141246 members 
Entering Unmasked Estep 
Score: -19497878.000000 Penalty: 5895.390137
	Iteration 69Q: 3 clusters Score -1.949788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 141251 members 
Entering Unmasked Estep 
Score: -19497892.000000 Penalty: 5895.390137
	Iteration 70Q: 3 clusters Score -1.949789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 141255 members 
Entering Unmasked Estep 
Score: -19497888.000000 Penalty: 5895.390137
	Iteration 71Q: 3 clusters Score -1.949789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 141259 members 
Entering Unmasked Estep 
Score: -19497884.000000 Penalty: 5895.390137
	Iteration 72Q: 3 clusters Score -1.949788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 141263 members 
Entering Unmasked Estep 
Score: -19497884.000000 Penalty: 5895.390137
	Iteration 73Q: 3 clusters Score -1.949788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 141265 members 
Entering Unmasked Estep 
Score: -19497890.000000 Penalty: 5895.390137
	Iteration 74Q: 3 clusters Score -1.949789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 141263 members 
Entering Unmasked Estep 
Score: -19497884.000000 Penalty: 5895.390137
	Iteration 75Q: 3 clusters Score -1.949788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 141264 members 
Entering Unmasked Estep 
Score: -19497892.000000 Penalty: 5895.390137
	Iteration 76Q: 3 clusters Score -1.949789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 141261 members 
Entering Unmasked Estep 
Score: -19497892.000000 Penalty: 5895.390137
	Iteration 77Q: 3 clusters Score -1.949789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 141259 members 
Entering Unmasked Estep 
Score: -19497904.000000 Penalty: 5895.390137
	Iteration 78Q: 3 clusters Score -1.94979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 141261 members 
Entering Unmasked Estep 
Score: -19497878.000000 Penalty: 5895.390137
	Iteration 79Q: 3 clusters Score -1.949788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 141260 members 
Entering Unmasked Estep 
Score: -19497876.000000 Penalty: 5895.390137
	Iteration 80F: 3 clusters Score -1.949788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 141258 members 
Entering Unmasked Estep 
Score: -19497882.000000 Penalty: 5895.390137
	Iteration 81Q: 3 clusters Score -1.949788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 141256 members 
Entering Unmasked Estep 
Score: -19497882.000000 Penalty: 5895.390137
	Iteration 82Q: 3 clusters Score -1.949788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 141256 members 
Entering Unmasked Estep 
Score: -19497882.000000 Penalty: 5895.390137
	Iteration 83F: 3 clusters Score -1.949788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (191026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191026 members 
Entering Unmasked Estep 
Score: -25615130.000000 Penalty: 3015.720947
	Iteration 0F: 2 clusters Score -2.561513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95333 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -25492000.000000 Penalty: 6031.441895
	Iteration 0F: 3 clusters Score -2.5492e+07 nChanged 91842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -25545828.000000 Penalty: 6031.441895
	Iteration 1F: 3 clusters Score -2.554583e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89399 members 
Mstep: Class 2 contains 101627 members 
Entering Unmasked Estep 
Score: -25547682.000000 Penalty: 6031.441895
	Iteration 2Q: 3 clusters Score -2.554768e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 105363 members 
Entering Unmasked Estep 
Score: -25550110.000000 Penalty: 6031.441895
	Iteration 3Q: 3 clusters Score -2.555011e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 110743 members 
Entering Unmasked Estep 
Score: -25553940.000000 Penalty: 6031.441895
	Iteration 4Q: 3 clusters Score -2.555394e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 118090 members 
Entering Unmasked Estep 
Score: -25559434.000000 Penalty: 6031.441895
	Iteration 5F: 3 clusters Score -2.555943e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 127382 members 
Entering Unmasked Estep 
Score: -25566736.000000 Penalty: 6031.441895
	Iteration 6F: 3 clusters Score -2.556674e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 138248 members 
Entering Unmasked Estep 
Score: -25575654.000000 Penalty: 6031.441895
	Iteration 7F: 3 clusters Score -2.557565e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 149367 members 
Entering Unmasked Estep 
Score: -25585060.000000 Penalty: 6031.441895
	Iteration 8F: 3 clusters Score -2.558506e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 159100 members 
Entering Unmasked Estep 
Score: -25593124.000000 Penalty: 6031.441895
	Iteration 9F: 3 clusters Score -2.559312e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 166534 members 
Entering Unmasked Estep 
Score: -25598650.000000 Penalty: 6031.441895
	Iteration 10Q: 3 clusters Score -2.559865e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 172169 members 
Entering Unmasked Estep 
Score: -25602142.000000 Penalty: 6031.441895
	Iteration 11Q: 3 clusters Score -2.560214e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 176543 members 
Entering Unmasked Estep 
Score: -25604654.000000 Penalty: 6031.441895
	Iteration 12Q: 3 clusters Score -2.560465e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 179960 members 
Entering Unmasked Estep 
Score: -25606552.000000 Penalty: 6031.441895
	Iteration 13Q: 3 clusters Score -2.560655e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 182642 members 
Entering Unmasked Estep 
Score: -25608068.000000 Penalty: 6031.441895
	Iteration 14Q: 3 clusters Score -2.560807e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 184723 members 
Entering Unmasked Estep 
Score: -25609330.000000 Penalty: 6031.441895
	Iteration 15Q: 3 clusters Score -2.560933e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 186313 members 
Entering Unmasked Estep 
Score: -25610166.000000 Penalty: 6031.441895
	Iteration 16Q: 3 clusters Score -2.561017e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 187457 members 
Entering Unmasked Estep 
Score: -25610866.000000 Penalty: 6031.441895
	Iteration 17Q: 3 clusters Score -2.561087e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 188253 members 
Entering Unmasked Estep 
Score: -25611348.000000 Penalty: 6031.441895
	Iteration 18Q: 3 clusters Score -2.561135e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 188797 members 
Entering Unmasked Estep 
Score: -25611650.000000 Penalty: 6031.441895
	Iteration 19Q: 3 clusters Score -2.561165e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 189173 members 
Entering Unmasked Estep 
Score: -25611810.000000 Penalty: 6031.441895
	Iteration 20F: 3 clusters Score -2.561181e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 189442 members 
Entering Unmasked Estep 
Score: -25611982.000000 Penalty: 6031.441895
	Iteration 21Q: 3 clusters Score -2.561198e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 189630 members 
Entering Unmasked Estep 
Score: -25612098.000000 Penalty: 6031.441895
	Iteration 22Q: 3 clusters Score -2.56121e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 189764 members 
Entering Unmasked Estep 
Score: -25612148.000000 Penalty: 6031.441895
	Iteration 23Q: 3 clusters Score -2.561215e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 189855 members 
Entering Unmasked Estep 
Score: -25612186.000000 Penalty: 6031.441895
	Iteration 24Q: 3 clusters Score -2.561219e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 189912 members 
Entering Unmasked Estep 
Score: -25612224.000000 Penalty: 6031.441895
	Iteration 25Q: 3 clusters Score -2.561222e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 189961 members 
Entering Unmasked Estep 
Score: -25612282.000000 Penalty: 6031.441895
	Iteration 26Q: 3 clusters Score -2.561228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 189990 members 
Entering Unmasked Estep 
Score: -25612286.000000 Penalty: 6031.441895
	Iteration 27Q: 3 clusters Score -2.561229e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 190009 members 
Entering Unmasked Estep 
Score: -25612322.000000 Penalty: 6031.441895
	Iteration 28Q: 3 clusters Score -2.561232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -25612330.000000 Penalty: 6031.441895
	Iteration 29Q: 3 clusters Score -2.561233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 190039 members 
Entering Unmasked Estep 
Score: -25612340.000000 Penalty: 6031.441895
	Iteration 30Q: 3 clusters Score -2.561234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 190054 members 
Entering Unmasked Estep 
Score: -25612362.000000 Penalty: 6031.441895
	Iteration 31Q: 3 clusters Score -2.561236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 190068 members 
Entering Unmasked Estep 
Score: -25612362.000000 Penalty: 6031.441895
	Iteration 32Q: 3 clusters Score -2.561236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 190081 members 
Entering Unmasked Estep 
Score: -25612374.000000 Penalty: 6031.441895
	Iteration 33Q: 3 clusters Score -2.561237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 190090 members 
Entering Unmasked Estep 
Score: -25612380.000000 Penalty: 6031.441895
	Iteration 34Q: 3 clusters Score -2.561238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 190101 members 
Entering Unmasked Estep 
Score: -25612406.000000 Penalty: 6031.441895
	Iteration 35Q: 3 clusters Score -2.561241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 190107 members 
Entering Unmasked Estep 
Score: -25612414.000000 Penalty: 6031.441895
	Iteration 36Q: 3 clusters Score -2.561241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 190116 members 
Entering Unmasked Estep 
Score: -25612398.000000 Penalty: 6031.441895
	Iteration 37Q: 3 clusters Score -2.56124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 190125 members 
Entering Unmasked Estep 
Score: -25612392.000000 Penalty: 6031.441895
	Iteration 38Q: 3 clusters Score -2.561239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 190128 members 
Entering Unmasked Estep 
Score: -25612378.000000 Penalty: 6031.441895
	Iteration 39Q: 3 clusters Score -2.561238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 190134 members 
Entering Unmasked Estep 
Score: -25612392.000000 Penalty: 6031.441895
	Iteration 40F: 3 clusters Score -2.561239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 190146 members 
Entering Unmasked Estep 
Score: -25612412.000000 Penalty: 6031.441895
	Iteration 41Q: 3 clusters Score -2.561241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 190156 members 
Entering Unmasked Estep 
Score: -25612418.000000 Penalty: 6031.441895
	Iteration 42Q: 3 clusters Score -2.561242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 190167 members 
Entering Unmasked Estep 
Score: -25612416.000000 Penalty: 6031.441895
	Iteration 43Q: 3 clusters Score -2.561242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 190174 members 
Entering Unmasked Estep 
Score: -25612424.000000 Penalty: 6031.441895
	Iteration 44Q: 3 clusters Score -2.561242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 190181 members 
Entering Unmasked Estep 
Score: -25612428.000000 Penalty: 6031.441895
	Iteration 45Q: 3 clusters Score -2.561243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 190188 members 
Entering Unmasked Estep 
Score: -25612444.000000 Penalty: 6031.441895
	Iteration 46Q: 3 clusters Score -2.561244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 190192 members 
Entering Unmasked Estep 
Score: -25612462.000000 Penalty: 6031.441895
	Iteration 47Q: 3 clusters Score -2.561246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 190193 members 
Entering Unmasked Estep 
Score: -25612460.000000 Penalty: 6031.441895
	Iteration 48Q: 3 clusters Score -2.561246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 190200 members 
Entering Unmasked Estep 
Score: -25612460.000000 Penalty: 6031.441895
	Iteration 49Q: 3 clusters Score -2.561246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 190202 members 
Entering Unmasked Estep 
Score: -25612462.000000 Penalty: 6031.441895
	Iteration 50Q: 3 clusters Score -2.561246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 190204 members 
Entering Unmasked Estep 
Score: -25612458.000000 Penalty: 6031.441895
	Iteration 51Q: 3 clusters Score -2.561246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 190206 members 
Entering Unmasked Estep 
Score: -25612458.000000 Penalty: 6031.441895
	Iteration 52Q: 3 clusters Score -2.561246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 190208 members 
Entering Unmasked Estep 
Score: -25612460.000000 Penalty: 6031.441895
	Iteration 53Q: 3 clusters Score -2.561246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 190210 members 
Entering Unmasked Estep 
Score: -25612472.000000 Penalty: 6031.441895
	Iteration 54Q: 3 clusters Score -2.561247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 190212 members 
Entering Unmasked Estep 
Score: -25612470.000000 Penalty: 6031.441895
	Iteration 55Q: 3 clusters Score -2.561247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 190212 members 
Entering Unmasked Estep 
Score: -25612472.000000 Penalty: 6031.441895
	Iteration 56Q: 3 clusters Score -2.561247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 190213 members 
Entering Unmasked Estep 
Score: -25612476.000000 Penalty: 6031.441895
	Iteration 57Q: 3 clusters Score -2.561248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 190213 members 
Entering Unmasked Estep 
Score: -25612476.000000 Penalty: 6031.441895
	Iteration 58F: 3 clusters Score -2.561248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -357588.375000 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -357588.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -354397.312500 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -354397.3 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -355994.625000 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -355994.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -357335.250000 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -357335.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -359037.500000 Penalty: 3978.705811
	Iteration 3F: 3 clusters Score -359037.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -360498.531250 Penalty: 3978.705811
	Iteration 4F: 3 clusters Score -360498.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -361275.281250 Penalty: 3978.705811
	Iteration 5F: 3 clusters Score -361275.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -361626.625000 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -361626.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -361673.093750 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -361673.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -361700.812500 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -361700.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -361717.250000 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -361717.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -361727.468750 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -361727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -361732.937500 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -361732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -361735.843750 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -361735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -361738.750000 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -361738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -361741.125000 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -361741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -361743.281250 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -361743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -361743.281250 Penalty: 3978.705811
	Iteration 16F: 3 clusters Score -361743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 145200 members 
Mstep: Class 4 contains 191026 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 56137 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 11 contains 94162 members 
Mstep: Class 12 contains 172370 members 
Mstep: Class 13 contains 3641 members 
Mstep: Class 15 contains 13975 members 
Mstep: Class 16 contains 192520 members 
Mstep: Class 17 contains 191926 members 
Mstep: Class 21 contains 21080 members 
Entering Unmasked Estep 
Score: -144320304.000000 Penalty: 48284.246094
Splitting cluster 5 changes total score from -144317104.000000 to -144320304.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (56137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Entering Unmasked Estep 
Score: -7335613.500000 Penalty: 2712.016602
	Iteration 0F: 2 clusters Score -7335614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -7297825.000000 Penalty: 5424.033203
	Iteration 0F: 3 clusters Score -7297825 nChanged 26042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -7312313.500000 Penalty: 5424.033203
	Iteration 1F: 3 clusters Score -7312314 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -7312825.000000 Penalty: 5424.033203
	Iteration 2Q: 3 clusters Score -7312825 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -7313357.000000 Penalty: 5424.033203
	Iteration 3Q: 3 clusters Score -7313357 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -7313840.500000 Penalty: 5424.033203
	Iteration 4Q: 3 clusters Score -7313840 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -7314401.500000 Penalty: 5424.033203
	Iteration 5Q: 3 clusters Score -7314402 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -7315031.000000 Penalty: 5424.033203
	Iteration 6Q: 3 clusters Score -7315031 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -7315901.500000 Penalty: 5424.033203
	Iteration 7Q: 3 clusters Score -7315902 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -7317061.500000 Penalty: 5424.033203
	Iteration 8Q: 3 clusters Score -7317062 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -7318690.000000 Penalty: 5424.033203
	Iteration 9Q: 3 clusters Score -7318690 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -7321052.500000 Penalty: 5424.033203
	Iteration 10F: 3 clusters Score -7321052 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -7324080.000000 Penalty: 5424.033203
	Iteration 11F: 3 clusters Score -7324080 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -7327396.500000 Penalty: 5424.033203
	Iteration 12F: 3 clusters Score -7327396 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -7329923.500000 Penalty: 5424.033203
	Iteration 13F: 3 clusters Score -7329924 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7331462.000000 Penalty: 5424.033203
	Iteration 14Q: 3 clusters Score -7331462 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7332303.000000 Penalty: 5424.033203
	Iteration 15Q: 3 clusters Score -7332303 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7332751.500000 Penalty: 5424.033203
	Iteration 16Q: 3 clusters Score -7332752 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7332968.500000 Penalty: 5424.033203
	Iteration 17Q: 3 clusters Score -7332968 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7333096.500000 Penalty: 5424.033203
	Iteration 18Q: 3 clusters Score -7333096 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7333183.500000 Penalty: 5424.033203
	Iteration 19Q: 3 clusters Score -7333184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7333237.000000 Penalty: 5424.033203
	Iteration 20F: 3 clusters Score -7333237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7333269.500000 Penalty: 5424.033203
	Iteration 21Q: 3 clusters Score -7333270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7333305.500000 Penalty: 5424.033203
	Iteration 22Q: 3 clusters Score -7333306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7333331.000000 Penalty: 5424.033203
	Iteration 23Q: 3 clusters Score -7333331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7333346.000000 Penalty: 5424.033203
	Iteration 24Q: 3 clusters Score -7333346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7333347.500000 Penalty: 5424.033203
	Iteration 25Q: 3 clusters Score -7333348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7333347.500000 Penalty: 5424.033203
	Iteration 26Q: 3 clusters Score -7333348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7333352.000000 Penalty: 5424.033203
	Iteration 27Q: 3 clusters Score -7333352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7333352.000000 Penalty: 5424.033203
	Iteration 28F: 3 clusters Score -7333352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -688415.250000 Penalty: 2122.085938
	Iteration 0F: 2 clusters Score -688415.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -683696.250000 Penalty: 4244.171875
	Iteration 0F: 3 clusters Score -683696.2 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -684826.750000 Penalty: 4244.171875
	Iteration 1F: 3 clusters Score -684826.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -685033.812500 Penalty: 4244.171875
	Iteration 2F: 3 clusters Score -685033.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -685157.062500 Penalty: 4244.171875
	Iteration 3F: 3 clusters Score -685157.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -685266.125000 Penalty: 4244.171875
	Iteration 4Q: 3 clusters Score -685266.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -685355.437500 Penalty: 4244.171875
	Iteration 5Q: 3 clusters Score -685355.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -685433.250000 Penalty: 4244.171875
	Iteration 6Q: 3 clusters Score -685433.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -685506.812500 Penalty: 4244.171875
	Iteration 7Q: 3 clusters Score -685506.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -685571.187500 Penalty: 4244.171875
	Iteration 8Q: 3 clusters Score -685571.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -685640.000000 Penalty: 4244.171875
	Iteration 9Q: 3 clusters Score -685640 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -685703.437500 Penalty: 4244.171875
	Iteration 10Q: 3 clusters Score -685703.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -685775.625000 Penalty: 4244.171875
	Iteration 11Q: 3 clusters Score -685775.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -685850.500000 Penalty: 4244.171875
	Iteration 12Q: 3 clusters Score -685850.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -685936.125000 Penalty: 4244.171875
	Iteration 13Q: 3 clusters Score -685936.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -686032.750000 Penalty: 4244.171875
	Iteration 14Q: 3 clusters Score -686032.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -686118.875000 Penalty: 4244.171875
	Iteration 15Q: 3 clusters Score -686118.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -686197.937500 Penalty: 4244.171875
	Iteration 16Q: 3 clusters Score -686197.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -686268.875000 Penalty: 4244.171875
	Iteration 17Q: 3 clusters Score -686268.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -686325.125000 Penalty: 4244.171875
	Iteration 18Q: 3 clusters Score -686325.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -686366.562500 Penalty: 4244.171875
	Iteration 19Q: 3 clusters Score -686366.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -686409.437500 Penalty: 4244.171875
	Iteration 20F: 3 clusters Score -686409.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -686447.250000 Penalty: 4244.171875
	Iteration 21Q: 3 clusters Score -686447.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -686478.250000 Penalty: 4244.171875
	Iteration 22Q: 3 clusters Score -686478.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -686497.250000 Penalty: 4244.171875
	Iteration 23Q: 3 clusters Score -686497.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -686517.187500 Penalty: 4244.171875
	Iteration 24Q: 3 clusters Score -686517.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -686529.250000 Penalty: 4244.171875
	Iteration 25Q: 3 clusters Score -686529.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -686542.062500 Penalty: 4244.171875
	Iteration 26Q: 3 clusters Score -686542.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -686554.750000 Penalty: 4244.171875
	Iteration 27Q: 3 clusters Score -686554.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -686565.937500 Penalty: 4244.171875
	Iteration 28Q: 3 clusters Score -686565.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -686575.187500 Penalty: 4244.171875
	Iteration 29Q: 3 clusters Score -686575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -686579.625000 Penalty: 4244.171875
	Iteration 30Q: 3 clusters Score -686579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -686581.375000 Penalty: 4244.171875
	Iteration 31Q: 3 clusters Score -686581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -686581.312500 Penalty: 4244.171875
	Iteration 32Q: 3 clusters Score -686581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -686582.437500 Penalty: 4244.171875
	Iteration 33Q: 3 clusters Score -686582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -686583.500000 Penalty: 4244.171875
	Iteration 34Q: 3 clusters Score -686583.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -686583.500000 Penalty: 4244.171875
	Iteration 35F: 3 clusters Score -686583.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Entering Unmasked Estep 
Score: -671319.687500 Penalty: 2123.559570
	Iteration 0F: 2 clusters Score -671319.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -666733.937500 Penalty: 4247.119141
	Iteration 0F: 3 clusters Score -666733.9 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -667940.750000 Penalty: 4247.119141
	Iteration 1F: 3 clusters Score -667940.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -668256.375000 Penalty: 4247.119141
	Iteration 2F: 3 clusters Score -668256.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -668552.937500 Penalty: 4247.119141
	Iteration 3F: 3 clusters Score -668552.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -668779.687500 Penalty: 4247.119141
	Iteration 4F: 3 clusters Score -668779.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -668978.562500 Penalty: 4247.119141
	Iteration 5F: 3 clusters Score -668978.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -669178.062500 Penalty: 4247.119141
	Iteration 6F: 3 clusters Score -669178.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -669325.437500 Penalty: 4247.119141
	Iteration 7Q: 3 clusters Score -669325.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -669442.437500 Penalty: 4247.119141
	Iteration 8Q: 3 clusters Score -669442.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -669530.000000 Penalty: 4247.119141
	Iteration 9Q: 3 clusters Score -669530 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -669606.812500 Penalty: 4247.119141
	Iteration 10Q: 3 clusters Score -669606.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -669677.250000 Penalty: 4247.119141
	Iteration 11Q: 3 clusters Score -669677.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -669734.937500 Penalty: 4247.119141
	Iteration 12Q: 3 clusters Score -669734.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -669787.187500 Penalty: 4247.119141
	Iteration 13Q: 3 clusters Score -669787.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -669820.625000 Penalty: 4247.119141
	Iteration 14Q: 3 clusters Score -669820.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -669845.062500 Penalty: 4247.119141
	Iteration 15Q: 3 clusters Score -669845.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -669865.437500 Penalty: 4247.119141
	Iteration 16Q: 3 clusters Score -669865.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -669890.625000 Penalty: 4247.119141
	Iteration 17Q: 3 clusters Score -669890.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -669906.500000 Penalty: 4247.119141
	Iteration 18Q: 3 clusters Score -669906.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -669913.437500 Penalty: 4247.119141
	Iteration 19Q: 3 clusters Score -669913.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -669926.562500 Penalty: 4247.119141
	Iteration 20F: 3 clusters Score -669926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -669934.187500 Penalty: 4247.119141
	Iteration 21Q: 3 clusters Score -669934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -669935.750000 Penalty: 4247.119141
	Iteration 22Q: 3 clusters Score -669935.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -669938.125000 Penalty: 4247.119141
	Iteration 23Q: 3 clusters Score -669938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -669937.500000 Penalty: 4247.119141
	Iteration 24Q: 3 clusters Score -669937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -669940.000000 Penalty: 4247.119141
	Iteration 25Q: 3 clusters Score -669940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -669942.375000 Penalty: 4247.119141
	Iteration 26Q: 3 clusters Score -669942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -669948.750000 Penalty: 4247.119141
	Iteration 27Q: 3 clusters Score -669948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -669952.437500 Penalty: 4247.119141
	Iteration 28Q: 3 clusters Score -669952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -669953.750000 Penalty: 4247.119141
	Iteration 29Q: 3 clusters Score -669953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -669958.375000 Penalty: 4247.119141
	Iteration 30Q: 3 clusters Score -669958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -669959.812500 Penalty: 4247.119141
	Iteration 31Q: 3 clusters Score -669959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -669963.375000 Penalty: 4247.119141
	Iteration 32Q: 3 clusters Score -669963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -669965.250000 Penalty: 4247.119141
	Iteration 33Q: 3 clusters Score -669965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -669965.875000 Penalty: 4247.119141
	Iteration 34Q: 3 clusters Score -669965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -669966.937500 Penalty: 4247.119141
	Iteration 35Q: 3 clusters Score -669966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -669967.375000 Penalty: 4247.119141
	Iteration 36Q: 3 clusters Score -669967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -669969.812500 Penalty: 4247.119141
	Iteration 37Q: 3 clusters Score -669969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -669972.812500 Penalty: 4247.119141
	Iteration 38Q: 3 clusters Score -669972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -669974.062500 Penalty: 4247.119141
	Iteration 39Q: 3 clusters Score -669974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -669974.062500 Penalty: 4247.119141
	Iteration 40F: 3 clusters Score -669974.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (94162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Entering Unmasked Estep 
Score: -12692854.000000 Penalty: 2840.287598
	Iteration 0F: 2 clusters Score -1.269285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -12629903.000000 Penalty: 5680.575195
	Iteration 0F: 3 clusters Score -1.26299e+07 nChanged 44360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -12655288.000000 Penalty: 5680.575195
	Iteration 1F: 3 clusters Score -1.265529e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -12656472.000000 Penalty: 5680.575195
	Iteration 2Q: 3 clusters Score -1.265647e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -12658219.000000 Penalty: 5680.575195
	Iteration 3Q: 3 clusters Score -1.265822e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -12660542.000000 Penalty: 5680.575195
	Iteration 4F: 3 clusters Score -1.266054e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -12663928.000000 Penalty: 5680.575195
	Iteration 5F: 3 clusters Score -1.266393e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -12668636.000000 Penalty: 5680.575195
	Iteration 6F: 3 clusters Score -1.266864e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -12674688.000000 Penalty: 5680.575195
	Iteration 7F: 3 clusters Score -1.267469e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -12681011.000000 Penalty: 5680.575195
	Iteration 8F: 3 clusters Score -1.268101e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -12685080.000000 Penalty: 5680.575195
	Iteration 9F: 3 clusters Score -1.268508e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -12686712.000000 Penalty: 5680.575195
	Iteration 10Q: 3 clusters Score -1.268671e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -12687300.000000 Penalty: 5680.575195
	Iteration 11Q: 3 clusters Score -1.26873e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -12687666.000000 Penalty: 5680.575195
	Iteration 12Q: 3 clusters Score -1.268767e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -12687942.000000 Penalty: 5680.575195
	Iteration 13Q: 3 clusters Score -1.268794e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -12688152.000000 Penalty: 5680.575195
	Iteration 14Q: 3 clusters Score -1.268815e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -12688252.000000 Penalty: 5680.575195
	Iteration 15Q: 3 clusters Score -1.268825e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -12688303.000000 Penalty: 5680.575195
	Iteration 16Q: 3 clusters Score -1.26883e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -12688391.000000 Penalty: 5680.575195
	Iteration 17Q: 3 clusters Score -1.268839e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -12688497.000000 Penalty: 5680.575195
	Iteration 18Q: 3 clusters Score -1.26885e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -12688533.000000 Penalty: 5680.575195
	Iteration 19Q: 3 clusters Score -1.268853e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -12688598.000000 Penalty: 5680.575195
	Iteration 20F: 3 clusters Score -1.26886e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -12688663.000000 Penalty: 5680.575195
	Iteration 21Q: 3 clusters Score -1.268866e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -12688729.000000 Penalty: 5680.575195
	Iteration 22Q: 3 clusters Score -1.268873e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -12688780.000000 Penalty: 5680.575195
	Iteration 23Q: 3 clusters Score -1.268878e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -12688838.000000 Penalty: 5680.575195
	Iteration 24Q: 3 clusters Score -1.268884e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -12688865.000000 Penalty: 5680.575195
	Iteration 25Q: 3 clusters Score -1.268886e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -12688855.000000 Penalty: 5680.575195
	Iteration 26Q: 3 clusters Score -1.268886e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -12688863.000000 Penalty: 5680.575195
	Iteration 27Q: 3 clusters Score -1.268886e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -12688864.000000 Penalty: 5680.575195
	Iteration 28Q: 3 clusters Score -1.268886e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -12688862.000000 Penalty: 5680.575195
	Iteration 29Q: 3 clusters Score -1.268886e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -12688845.000000 Penalty: 5680.575195
	Iteration 30Q: 3 clusters Score -1.268884e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -12688880.000000 Penalty: 5680.575195
	Iteration 31Q: 3 clusters Score -1.268888e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -12688859.000000 Penalty: 5680.575195
	Iteration 32Q: 3 clusters Score -1.268886e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -12688848.000000 Penalty: 5680.575195
	Iteration 33Q: 3 clusters Score -1.268885e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -12688861.000000 Penalty: 5680.575195
	Iteration 34Q: 3 clusters Score -1.268886e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -12688899.000000 Penalty: 5680.575195
	Iteration 35Q: 3 clusters Score -1.26889e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -12688918.000000 Penalty: 5680.575195
	Iteration 36Q: 3 clusters Score -1.268892e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -12688921.000000 Penalty: 5680.575195
	Iteration 37Q: 3 clusters Score -1.268892e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -12688932.000000 Penalty: 5680.575195
	Iteration 38Q: 3 clusters Score -1.268893e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -12688936.000000 Penalty: 5680.575195
	Iteration 39Q: 3 clusters Score -1.268894e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -12688914.000000 Penalty: 5680.575195
	Iteration 40F: 3 clusters Score -1.268891e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -12688953.000000 Penalty: 5680.575195
	Iteration 41Q: 3 clusters Score -1.268895e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -12688957.000000 Penalty: 5680.575195
	Iteration 42Q: 3 clusters Score -1.268896e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -12688981.000000 Penalty: 5680.575195
	Iteration 43Q: 3 clusters Score -1.268898e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -12689003.000000 Penalty: 5680.575195
	Iteration 44Q: 3 clusters Score -1.2689e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -12689021.000000 Penalty: 5680.575195
	Iteration 45Q: 3 clusters Score -1.268902e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -12688994.000000 Penalty: 5680.575195
	Iteration 46Q: 3 clusters Score -1.268899e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -12688980.000000 Penalty: 5680.575195
	Iteration 47Q: 3 clusters Score -1.268898e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -12688983.000000 Penalty: 5680.575195
	Iteration 48Q: 3 clusters Score -1.268898e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -12688987.000000 Penalty: 5680.575195
	Iteration 49Q: 3 clusters Score -1.268899e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -12688987.000000 Penalty: 5680.575195
	Iteration 50Q: 3 clusters Score -1.268899e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -12689024.000000 Penalty: 5680.575195
	Iteration 51Q: 3 clusters Score -1.268902e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -12689025.000000 Penalty: 5680.575195
	Iteration 52Q: 3 clusters Score -1.268902e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -12689059.000000 Penalty: 5680.575195
	Iteration 53Q: 3 clusters Score -1.268906e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -12689013.000000 Penalty: 5680.575195
	Iteration 54Q: 3 clusters Score -1.268901e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -12689010.000000 Penalty: 5680.575195
	Iteration 55Q: 3 clusters Score -1.268901e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -12689022.000000 Penalty: 5680.575195
	Iteration 56Q: 3 clusters Score -1.268902e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -12689048.000000 Penalty: 5680.575195
	Iteration 57Q: 3 clusters Score -1.268905e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -12689067.000000 Penalty: 5680.575195
	Iteration 58Q: 3 clusters Score -1.268907e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -12689051.000000 Penalty: 5680.575195
	Iteration 59Q: 3 clusters Score -1.268905e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -12689035.000000 Penalty: 5680.575195
	Iteration 60F: 3 clusters Score -1.268904e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -12689035.000000 Penalty: 5680.575195
	Iteration 61Q: 3 clusters Score -1.268904e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -12689024.000000 Penalty: 5680.575195
	Iteration 62Q: 3 clusters Score -1.268902e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -12689019.000000 Penalty: 5680.575195
	Iteration 63Q: 3 clusters Score -1.268902e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -12689023.000000 Penalty: 5680.575195
	Iteration 64Q: 3 clusters Score -1.268902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -12689024.000000 Penalty: 5680.575195
	Iteration 65Q: 3 clusters Score -1.268902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -12689030.000000 Penalty: 5680.575195
	Iteration 66Q: 3 clusters Score -1.268903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -12689030.000000 Penalty: 5680.575195
	Iteration 67Q: 3 clusters Score -1.268903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -12689016.000000 Penalty: 5680.575195
	Iteration 68Q: 3 clusters Score -1.268902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -12689031.000000 Penalty: 5680.575195
	Iteration 69Q: 3 clusters Score -1.268903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -12689040.000000 Penalty: 5680.575195
	Iteration 70Q: 3 clusters Score -1.268904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -12689039.000000 Penalty: 5680.575195
	Iteration 71Q: 3 clusters Score -1.268904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -12689040.000000 Penalty: 5680.575195
	Iteration 72Q: 3 clusters Score -1.268904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -12689046.000000 Penalty: 5680.575195
	Iteration 73Q: 3 clusters Score -1.268905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -12689046.000000 Penalty: 5680.575195
	Iteration 74F: 3 clusters Score -1.268905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (172370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172370 members 
Entering Unmasked Estep 
Score: -23247302.000000 Penalty: 2990.234863
	Iteration 0F: 2 clusters Score -2.32473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -23135566.000000 Penalty: 5980.469727
	Iteration 0F: 3 clusters Score -2.313557e+07 nChanged 82617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -23183442.000000 Penalty: 5980.469727
	Iteration 1F: 3 clusters Score -2.318344e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -23185040.000000 Penalty: 5980.469727
	Iteration 2Q: 3 clusters Score -2.318504e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -23187512.000000 Penalty: 5980.469727
	Iteration 3Q: 3 clusters Score -2.318751e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -23191608.000000 Penalty: 5980.469727
	Iteration 4Q: 3 clusters Score -2.319161e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92551 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -23197522.000000 Penalty: 5980.469727
	Iteration 5F: 3 clusters Score -2.319752e+07 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -23205522.000000 Penalty: 5980.469727
	Iteration 6F: 3 clusters Score -2.320552e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -23214232.000000 Penalty: 5980.469727
	Iteration 7F: 3 clusters Score -2.321423e+07 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102823 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -23221910.000000 Penalty: 5980.469727
	Iteration 8F: 3 clusters Score -2.322191e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105436 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -23226826.000000 Penalty: 5980.469727
	Iteration 9F: 3 clusters Score -2.322683e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 64871 members 
Entering Unmasked Estep 
Score: -23229204.000000 Penalty: 5980.469727
	Iteration 10Q: 3 clusters Score -2.32292e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109260 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -23230492.000000 Penalty: 5980.469727
	Iteration 11Q: 3 clusters Score -2.323049e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -23231312.000000 Penalty: 5980.469727
	Iteration 12Q: 3 clusters Score -2.323131e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112679 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -23231948.000000 Penalty: 5980.469727
	Iteration 13Q: 3 clusters Score -2.323195e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114421 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -23232592.000000 Penalty: 5980.469727
	Iteration 14Q: 3 clusters Score -2.323259e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116222 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -23233232.000000 Penalty: 5980.469727
	Iteration 15Q: 3 clusters Score -2.323323e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117987 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -23233814.000000 Penalty: 5980.469727
	Iteration 16Q: 3 clusters Score -2.323381e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119709 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -23234268.000000 Penalty: 5980.469727
	Iteration 17Q: 3 clusters Score -2.323427e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121366 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -23234736.000000 Penalty: 5980.469727
	Iteration 18Q: 3 clusters Score -2.323474e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123057 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -23235144.000000 Penalty: 5980.469727
	Iteration 19Q: 3 clusters Score -2.323514e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124693 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -23235532.000000 Penalty: 5980.469727
	Iteration 20F: 3 clusters Score -2.323553e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126254 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -23235872.000000 Penalty: 5980.469727
	Iteration 21Q: 3 clusters Score -2.323587e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127800 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -23236186.000000 Penalty: 5980.469727
	Iteration 22Q: 3 clusters Score -2.323619e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129367 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -23236568.000000 Penalty: 5980.469727
	Iteration 23Q: 3 clusters Score -2.323657e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130877 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -23236938.000000 Penalty: 5980.469727
	Iteration 24Q: 3 clusters Score -2.323694e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132418 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -23237258.000000 Penalty: 5980.469727
	Iteration 25Q: 3 clusters Score -2.323726e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133931 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -23237636.000000 Penalty: 5980.469727
	Iteration 26Q: 3 clusters Score -2.323764e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135417 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -23237950.000000 Penalty: 5980.469727
	Iteration 27Q: 3 clusters Score -2.323795e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136865 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -23238336.000000 Penalty: 5980.469727
	Iteration 28Q: 3 clusters Score -2.323834e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138313 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -23238708.000000 Penalty: 5980.469727
	Iteration 29Q: 3 clusters Score -2.323871e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139752 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -23239068.000000 Penalty: 5980.469727
	Iteration 30Q: 3 clusters Score -2.323907e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141229 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -23239472.000000 Penalty: 5980.469727
	Iteration 31Q: 3 clusters Score -2.323947e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142667 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -23239856.000000 Penalty: 5980.469727
	Iteration 32Q: 3 clusters Score -2.323986e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144117 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -23240258.000000 Penalty: 5980.469727
	Iteration 33Q: 3 clusters Score -2.324026e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145533 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -23240490.000000 Penalty: 5980.469727
	Iteration 34Q: 3 clusters Score -2.324049e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146889 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -23240904.000000 Penalty: 5980.469727
	Iteration 35Q: 3 clusters Score -2.32409e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148209 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -23241254.000000 Penalty: 5980.469727
	Iteration 36Q: 3 clusters Score -2.324125e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149489 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -23241586.000000 Penalty: 5980.469727
	Iteration 37Q: 3 clusters Score -2.324159e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150804 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -23241908.000000 Penalty: 5980.469727
	Iteration 38Q: 3 clusters Score -2.324191e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -23242254.000000 Penalty: 5980.469727
	Iteration 39Q: 3 clusters Score -2.324225e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -23242576.000000 Penalty: 5980.469727
	Iteration 40F: 3 clusters Score -2.324258e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -23242970.000000 Penalty: 5980.469727
	Iteration 41Q: 3 clusters Score -2.324297e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155749 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -23243358.000000 Penalty: 5980.469727
	Iteration 42Q: 3 clusters Score -2.324336e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156919 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -23243660.000000 Penalty: 5980.469727
	Iteration 43Q: 3 clusters Score -2.324366e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158100 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -23244084.000000 Penalty: 5980.469727
	Iteration 44Q: 3 clusters Score -2.324408e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159432 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -23244526.000000 Penalty: 5980.469727
	Iteration 45Q: 3 clusters Score -2.324453e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160727 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -23244766.000000 Penalty: 5980.469727
	Iteration 46Q: 3 clusters Score -2.324477e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161984 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -23245056.000000 Penalty: 5980.469727
	Iteration 47Q: 3 clusters Score -2.324506e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163213 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -23245366.000000 Penalty: 5980.469727
	Iteration 48Q: 3 clusters Score -2.324537e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164386 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -23245572.000000 Penalty: 5980.469727
	Iteration 49Q: 3 clusters Score -2.324557e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165430 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -23245742.000000 Penalty: 5980.469727
	Iteration 50Q: 3 clusters Score -2.324574e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166342 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -23245706.000000 Penalty: 5980.469727
	Iteration 51Q: 3 clusters Score -2.324571e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167091 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -23245686.000000 Penalty: 5980.469727
	Iteration 52Q: 3 clusters Score -2.324569e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167738 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -23245634.000000 Penalty: 5980.469727
	Iteration 53Q: 3 clusters Score -2.324563e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168271 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -23245752.000000 Penalty: 5980.469727
	Iteration 54Q: 3 clusters Score -2.324575e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -23245690.000000 Penalty: 5980.469727
	Iteration 55Q: 3 clusters Score -2.324569e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -23245646.000000 Penalty: 5980.469727
	Iteration 56Q: 3 clusters Score -2.324565e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169381 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -23245664.000000 Penalty: 5980.469727
	Iteration 57Q: 3 clusters Score -2.324566e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -23245650.000000 Penalty: 5980.469727
	Iteration 58Q: 3 clusters Score -2.324565e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169887 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -23245624.000000 Penalty: 5980.469727
	Iteration 59Q: 3 clusters Score -2.324562e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170073 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -23245582.000000 Penalty: 5980.469727
	Iteration 60F: 3 clusters Score -2.324558e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170231 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -23245570.000000 Penalty: 5980.469727
	Iteration 61Q: 3 clusters Score -2.324557e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170360 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -23245608.000000 Penalty: 5980.469727
	Iteration 62Q: 3 clusters Score -2.324561e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170463 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -23245660.000000 Penalty: 5980.469727
	Iteration 63Q: 3 clusters Score -2.324566e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170556 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -23245604.000000 Penalty: 5980.469727
	Iteration 64Q: 3 clusters Score -2.32456e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170624 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -23245610.000000 Penalty: 5980.469727
	Iteration 65Q: 3 clusters Score -2.324561e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -23245586.000000 Penalty: 5980.469727
	Iteration 66Q: 3 clusters Score -2.324559e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170744 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -23245568.000000 Penalty: 5980.469727
	Iteration 67Q: 3 clusters Score -2.324557e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170796 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -23245526.000000 Penalty: 5980.469727
	Iteration 68Q: 3 clusters Score -2.324553e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -23245552.000000 Penalty: 5980.469727
	Iteration 69Q: 3 clusters Score -2.324555e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170897 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -23245516.000000 Penalty: 5980.469727
	Iteration 70Q: 3 clusters Score -2.324552e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170932 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23245530.000000 Penalty: 5980.469727
	Iteration 71Q: 3 clusters Score -2.324553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170955 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -23245528.000000 Penalty: 5980.469727
	Iteration 72Q: 3 clusters Score -2.324553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170980 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -23245514.000000 Penalty: 5980.469727
	Iteration 73Q: 3 clusters Score -2.324551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -23245538.000000 Penalty: 5980.469727
	Iteration 74Q: 3 clusters Score -2.324554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171012 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -23245516.000000 Penalty: 5980.469727
	Iteration 75Q: 3 clusters Score -2.324552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -23245530.000000 Penalty: 5980.469727
	Iteration 76Q: 3 clusters Score -2.324553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171032 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -23245504.000000 Penalty: 5980.469727
	Iteration 77Q: 3 clusters Score -2.32455e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -23245500.000000 Penalty: 5980.469727
	Iteration 78Q: 3 clusters Score -2.32455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171060 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -23245524.000000 Penalty: 5980.469727
	Iteration 79Q: 3 clusters Score -2.324552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171073 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -23245492.000000 Penalty: 5980.469727
	Iteration 80F: 3 clusters Score -2.324549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171087 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -23245480.000000 Penalty: 5980.469727
	Iteration 81Q: 3 clusters Score -2.324548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171097 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -23245468.000000 Penalty: 5980.469727
	Iteration 82Q: 3 clusters Score -2.324547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171111 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -23245480.000000 Penalty: 5980.469727
	Iteration 83Q: 3 clusters Score -2.324548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171118 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -23245478.000000 Penalty: 5980.469727
	Iteration 84Q: 3 clusters Score -2.324548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -23245474.000000 Penalty: 5980.469727
	Iteration 85Q: 3 clusters Score -2.324547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171125 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -23245468.000000 Penalty: 5980.469727
	Iteration 86Q: 3 clusters Score -2.324547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171127 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -23245468.000000 Penalty: 5980.469727
	Iteration 87Q: 3 clusters Score -2.324547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171129 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -23245456.000000 Penalty: 5980.469727
	Iteration 88Q: 3 clusters Score -2.324546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171132 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -23245464.000000 Penalty: 5980.469727
	Iteration 89Q: 3 clusters Score -2.324546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171138 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -23245470.000000 Penalty: 5980.469727
	Iteration 90Q: 3 clusters Score -2.324547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171141 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -23245462.000000 Penalty: 5980.469727
	Iteration 91Q: 3 clusters Score -2.324546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171141 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -23245462.000000 Penalty: 5980.469727
	Iteration 92F: 3 clusters Score -2.324546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -468545.968750 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -468546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -465174.062500 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -465174.1 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -467133.781250 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -467133.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -468314.468750 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -468314.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -468918.093750 Penalty: 4067.207031
	Iteration 3F: 3 clusters Score -468918.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -469265.000000 Penalty: 4067.207031
	Iteration 4F: 3 clusters Score -469265 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -469447.156250 Penalty: 4067.207031
	Iteration 5Q: 3 clusters Score -469447.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -469541.187500 Penalty: 4067.207031
	Iteration 6Q: 3 clusters Score -469541.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -469584.781250 Penalty: 4067.207031
	Iteration 7Q: 3 clusters Score -469584.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -469603.250000 Penalty: 4067.207031
	Iteration 8Q: 3 clusters Score -469603.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -469613.187500 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -469613.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -469616.718750 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -469616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -469617.531250 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -469617.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -469617.531250 Penalty: 4067.207031
	Iteration 12F: 3 clusters Score -469617.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 145200 members 
Mstep: Class 3 contains 1175 members 
Mstep: Class 4 contains 191026 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 56137 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 11 contains 94162 members 
Mstep: Class 12 contains 172370 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 15 contains 13975 members 
Mstep: Class 16 contains 192520 members 
Mstep: Class 17 contains 191926 members 
Mstep: Class 21 contains 21080 members 
Entering Unmasked Estep 
Score: -144319936.000000 Penalty: 51733.121094
Splitting cluster 13 changes total score from -144317104.000000 to -144319936.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 15 (13975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Entering Unmasked Estep 
Score: -1772534.875000 Penalty: 2367.166260
	Iteration 0F: 2 clusters Score -1772535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1762284.375000 Penalty: 4734.332520
	Iteration 0F: 3 clusters Score -1762284 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1765945.875000 Penalty: 4734.332520
	Iteration 1F: 3 clusters Score -1765946 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1767081.375000 Penalty: 4734.332520
	Iteration 2F: 3 clusters Score -1767081 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1768150.375000 Penalty: 4734.332520
	Iteration 3F: 3 clusters Score -1768150 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1769104.875000 Penalty: 4734.332520
	Iteration 4F: 3 clusters Score -1769105 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1770050.875000 Penalty: 4734.332520
	Iteration 5F: 3 clusters Score -1770051 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1770852.125000 Penalty: 4734.332520
	Iteration 6F: 3 clusters Score -1770852 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1771489.000000 Penalty: 4734.332520
	Iteration 7F: 3 clusters Score -1771489 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1771911.750000 Penalty: 4734.332520
	Iteration 8Q: 3 clusters Score -1771912 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1772224.625000 Penalty: 4734.332520
	Iteration 9Q: 3 clusters Score -1772225 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1772500.125000 Penalty: 4734.332520
	Iteration 10Q: 3 clusters Score -1772500 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1772753.000000 Penalty: 4734.332520
	Iteration 11Q: 3 clusters Score -1772753 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1772946.750000 Penalty: 4734.332520
	Iteration 12Q: 3 clusters Score -1772947 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1773027.125000 Penalty: 4734.332520
	Iteration 13Q: 3 clusters Score -1773027 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1773109.875000 Penalty: 4734.332520
	Iteration 14Q: 3 clusters Score -1773110 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1773157.625000 Penalty: 4734.332520
	Iteration 15Q: 3 clusters Score -1773158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1773209.875000 Penalty: 4734.332520
	Iteration 16Q: 3 clusters Score -1773210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1773243.250000 Penalty: 4734.332520
	Iteration 17Q: 3 clusters Score -1773243 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1773265.875000 Penalty: 4734.332520
	Iteration 18Q: 3 clusters Score -1773266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1773278.250000 Penalty: 4734.332520
	Iteration 19Q: 3 clusters Score -1773278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1773300.500000 Penalty: 4734.332520
	Iteration 20F: 3 clusters Score -1773300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1773321.750000 Penalty: 4734.332520
	Iteration 21Q: 3 clusters Score -1773322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1773346.625000 Penalty: 4734.332520
	Iteration 22Q: 3 clusters Score -1773347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1773363.375000 Penalty: 4734.332520
	Iteration 23Q: 3 clusters Score -1773363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1773375.250000 Penalty: 4734.332520
	Iteration 24Q: 3 clusters Score -1773375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1773409.750000 Penalty: 4734.332520
	Iteration 25Q: 3 clusters Score -1773410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1773459.500000 Penalty: 4734.332520
	Iteration 26Q: 3 clusters Score -1773460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1773569.125000 Penalty: 4734.332520
	Iteration 27Q: 3 clusters Score -1773569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1773717.250000 Penalty: 4734.332520
	Iteration 28Q: 3 clusters Score -1773717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1773764.625000 Penalty: 4734.332520
	Iteration 29Q: 3 clusters Score -1773765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1773777.875000 Penalty: 4734.332520
	Iteration 30Q: 3 clusters Score -1773778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1773779.375000 Penalty: 4734.332520
	Iteration 31Q: 3 clusters Score -1773779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1773780.875000 Penalty: 4734.332520
	Iteration 32Q: 3 clusters Score -1773781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1773781.375000 Penalty: 4734.332520
	Iteration 33Q: 3 clusters Score -1773781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1773780.375000 Penalty: 4734.332520
	Iteration 34Q: 3 clusters Score -1773780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1773780.375000 Penalty: 4734.332520
	Iteration 35F: 3 clusters Score -1773780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 145200 members 
Mstep: Class 3 contains 1175 members 
Mstep: Class 4 contains 191026 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 56137 members 
Mstep: Class 7 contains 12721 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 11 contains 94162 members 
Mstep: Class 12 contains 172370 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 192520 members 
Mstep: Class 17 contains 191926 members 
Mstep: Class 21 contains 21080 members 
Entering Unmasked Estep 
Score: -144320240.000000 Penalty: 55181.996094
Splitting cluster 15 changes total score from -144317104.000000 to -144320240.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 16 (192520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192520 members 
Entering Unmasked Estep 
Score: -25720872.000000 Penalty: 3017.652832
	Iteration 0F: 2 clusters Score -2.572087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -25595282.000000 Penalty: 6035.305664
	Iteration 0F: 3 clusters Score -2.559528e+07 nChanged 92437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -25649896.000000 Penalty: 6035.305664
	Iteration 1F: 3 clusters Score -2.56499e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 97630 members 
Entering Unmasked Estep 
Score: -25651798.000000 Penalty: 6035.305664
	Iteration 2Q: 3 clusters Score -2.56518e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 99452 members 
Entering Unmasked Estep 
Score: -25655364.000000 Penalty: 6035.305664
	Iteration 3Q: 3 clusters Score -2.565536e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -25661404.000000 Penalty: 6035.305664
	Iteration 4F: 3 clusters Score -2.56614e+07 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 107392 members 
Entering Unmasked Estep 
Score: -25670246.000000 Penalty: 6035.305664
	Iteration 5F: 3 clusters Score -2.567025e+07 nChanged 14552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 114024 members 
Entering Unmasked Estep 
Score: -25680044.000000 Penalty: 6035.305664
	Iteration 6F: 3 clusters Score -2.568004e+07 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 120987 members 
Entering Unmasked Estep 
Score: -25689048.000000 Penalty: 6035.305664
	Iteration 7F: 3 clusters Score -2.568905e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 127246 members 
Entering Unmasked Estep 
Score: -25695830.000000 Penalty: 6035.305664
	Iteration 8F: 3 clusters Score -2.569583e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 132474 members 
Entering Unmasked Estep 
Score: -25700652.000000 Penalty: 6035.305664
	Iteration 9Q: 3 clusters Score -2.570065e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 137065 members 
Entering Unmasked Estep 
Score: -25704194.000000 Penalty: 6035.305664
	Iteration 10Q: 3 clusters Score -2.570419e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 141149 members 
Entering Unmasked Estep 
Score: -25706850.000000 Penalty: 6035.305664
	Iteration 11Q: 3 clusters Score -2.570685e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 144942 members 
Entering Unmasked Estep 
Score: -25708664.000000 Penalty: 6035.305664
	Iteration 12Q: 3 clusters Score -2.570866e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 148456 members 
Entering Unmasked Estep 
Score: -25710196.000000 Penalty: 6035.305664
	Iteration 13Q: 3 clusters Score -2.57102e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 151803 members 
Entering Unmasked Estep 
Score: -25711218.000000 Penalty: 6035.305664
	Iteration 14Q: 3 clusters Score -2.571122e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -25712348.000000 Penalty: 6035.305664
	Iteration 15Q: 3 clusters Score -2.571235e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 158004 members 
Entering Unmasked Estep 
Score: -25713188.000000 Penalty: 6035.305664
	Iteration 16Q: 3 clusters Score -2.571319e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 160784 members 
Entering Unmasked Estep 
Score: -25713918.000000 Penalty: 6035.305664
	Iteration 17Q: 3 clusters Score -2.571392e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 163369 members 
Entering Unmasked Estep 
Score: -25714706.000000 Penalty: 6035.305664
	Iteration 18Q: 3 clusters Score -2.571471e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 165691 members 
Entering Unmasked Estep 
Score: -25715212.000000 Penalty: 6035.305664
	Iteration 19Q: 3 clusters Score -2.571521e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 167786 members 
Entering Unmasked Estep 
Score: -25715800.000000 Penalty: 6035.305664
	Iteration 20F: 3 clusters Score -2.57158e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 169688 members 
Entering Unmasked Estep 
Score: -25716204.000000 Penalty: 6035.305664
	Iteration 21Q: 3 clusters Score -2.57162e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 171437 members 
Entering Unmasked Estep 
Score: -25716692.000000 Penalty: 6035.305664
	Iteration 22Q: 3 clusters Score -2.571669e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 172997 members 
Entering Unmasked Estep 
Score: -25717028.000000 Penalty: 6035.305664
	Iteration 23Q: 3 clusters Score -2.571703e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 174376 members 
Entering Unmasked Estep 
Score: -25717366.000000 Penalty: 6035.305664
	Iteration 24Q: 3 clusters Score -2.571737e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 175586 members 
Entering Unmasked Estep 
Score: -25717704.000000 Penalty: 6035.305664
	Iteration 25Q: 3 clusters Score -2.57177e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 176672 members 
Entering Unmasked Estep 
Score: -25718038.000000 Penalty: 6035.305664
	Iteration 26Q: 3 clusters Score -2.571804e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 177623 members 
Entering Unmasked Estep 
Score: -25718190.000000 Penalty: 6035.305664
	Iteration 27Q: 3 clusters Score -2.571819e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 178451 members 
Entering Unmasked Estep 
Score: -25718406.000000 Penalty: 6035.305664
	Iteration 28Q: 3 clusters Score -2.571841e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 179201 members 
Entering Unmasked Estep 
Score: -25718564.000000 Penalty: 6035.305664
	Iteration 29Q: 3 clusters Score -2.571856e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 179806 members 
Entering Unmasked Estep 
Score: -25718656.000000 Penalty: 6035.305664
	Iteration 30Q: 3 clusters Score -2.571866e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 180332 members 
Entering Unmasked Estep 
Score: -25718730.000000 Penalty: 6035.305664
	Iteration 31Q: 3 clusters Score -2.571873e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 180788 members 
Entering Unmasked Estep 
Score: -25718792.000000 Penalty: 6035.305664
	Iteration 32Q: 3 clusters Score -2.571879e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 181210 members 
Entering Unmasked Estep 
Score: -25718894.000000 Penalty: 6035.305664
	Iteration 33Q: 3 clusters Score -2.571889e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 181594 members 
Entering Unmasked Estep 
Score: -25718938.000000 Penalty: 6035.305664
	Iteration 34Q: 3 clusters Score -2.571894e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 181954 members 
Entering Unmasked Estep 
Score: -25719046.000000 Penalty: 6035.305664
	Iteration 35Q: 3 clusters Score -2.571905e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 182283 members 
Entering Unmasked Estep 
Score: -25719126.000000 Penalty: 6035.305664
	Iteration 36Q: 3 clusters Score -2.571913e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 182572 members 
Entering Unmasked Estep 
Score: -25719254.000000 Penalty: 6035.305664
	Iteration 37Q: 3 clusters Score -2.571925e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 182850 members 
Entering Unmasked Estep 
Score: -25719280.000000 Penalty: 6035.305664
	Iteration 38Q: 3 clusters Score -2.571928e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 183095 members 
Entering Unmasked Estep 
Score: -25719366.000000 Penalty: 6035.305664
	Iteration 39Q: 3 clusters Score -2.571937e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 183339 members 
Entering Unmasked Estep 
Score: -25719392.000000 Penalty: 6035.305664
	Iteration 40F: 3 clusters Score -2.571939e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 183561 members 
Entering Unmasked Estep 
Score: -25719414.000000 Penalty: 6035.305664
	Iteration 41Q: 3 clusters Score -2.571941e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 183763 members 
Entering Unmasked Estep 
Score: -25719410.000000 Penalty: 6035.305664
	Iteration 42Q: 3 clusters Score -2.571941e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 183944 members 
Entering Unmasked Estep 
Score: -25719458.000000 Penalty: 6035.305664
	Iteration 43Q: 3 clusters Score -2.571946e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 184128 members 
Entering Unmasked Estep 
Score: -25719440.000000 Penalty: 6035.305664
	Iteration 44Q: 3 clusters Score -2.571944e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 184287 members 
Entering Unmasked Estep 
Score: -25719516.000000 Penalty: 6035.305664
	Iteration 45Q: 3 clusters Score -2.571952e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 184423 members 
Entering Unmasked Estep 
Score: -25719528.000000 Penalty: 6035.305664
	Iteration 46Q: 3 clusters Score -2.571953e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 184535 members 
Entering Unmasked Estep 
Score: -25719516.000000 Penalty: 6035.305664
	Iteration 47Q: 3 clusters Score -2.571952e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 184635 members 
Entering Unmasked Estep 
Score: -25719514.000000 Penalty: 6035.305664
	Iteration 48Q: 3 clusters Score -2.571951e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 184726 members 
Entering Unmasked Estep 
Score: -25719558.000000 Penalty: 6035.305664
	Iteration 49Q: 3 clusters Score -2.571956e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 184812 members 
Entering Unmasked Estep 
Score: -25719544.000000 Penalty: 6035.305664
	Iteration 50Q: 3 clusters Score -2.571954e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 184902 members 
Entering Unmasked Estep 
Score: -25719538.000000 Penalty: 6035.305664
	Iteration 51Q: 3 clusters Score -2.571954e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 185004 members 
Entering Unmasked Estep 
Score: -25719516.000000 Penalty: 6035.305664
	Iteration 52Q: 3 clusters Score -2.571952e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 185090 members 
Entering Unmasked Estep 
Score: -25719534.000000 Penalty: 6035.305664
	Iteration 53Q: 3 clusters Score -2.571953e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 185164 members 
Entering Unmasked Estep 
Score: -25719544.000000 Penalty: 6035.305664
	Iteration 54Q: 3 clusters Score -2.571954e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 185221 members 
Entering Unmasked Estep 
Score: -25719522.000000 Penalty: 6035.305664
	Iteration 55Q: 3 clusters Score -2.571952e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 185264 members 
Entering Unmasked Estep 
Score: -25719534.000000 Penalty: 6035.305664
	Iteration 56Q: 3 clusters Score -2.571953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 185296 members 
Entering Unmasked Estep 
Score: -25719520.000000 Penalty: 6035.305664
	Iteration 57Q: 3 clusters Score -2.571952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 185320 members 
Entering Unmasked Estep 
Score: -25719520.000000 Penalty: 6035.305664
	Iteration 58Q: 3 clusters Score -2.571952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 185338 members 
Entering Unmasked Estep 
Score: -25719510.000000 Penalty: 6035.305664
	Iteration 59Q: 3 clusters Score -2.571951e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 185357 members 
Entering Unmasked Estep 
Score: -25719538.000000 Penalty: 6035.305664
	Iteration 60F: 3 clusters Score -2.571954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 185378 members 
Entering Unmasked Estep 
Score: -25719562.000000 Penalty: 6035.305664
	Iteration 61Q: 3 clusters Score -2.571956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 185402 members 
Entering Unmasked Estep 
Score: -25719580.000000 Penalty: 6035.305664
	Iteration 62Q: 3 clusters Score -2.571958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 185417 members 
Entering Unmasked Estep 
Score: -25719580.000000 Penalty: 6035.305664
	Iteration 63Q: 3 clusters Score -2.571958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 185429 members 
Entering Unmasked Estep 
Score: -25719572.000000 Penalty: 6035.305664
	Iteration 64Q: 3 clusters Score -2.571957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 185442 members 
Entering Unmasked Estep 
Score: -25719578.000000 Penalty: 6035.305664
	Iteration 65Q: 3 clusters Score -2.571958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 185446 members 
Entering Unmasked Estep 
Score: -25719572.000000 Penalty: 6035.305664
	Iteration 66Q: 3 clusters Score -2.571957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 185453 members 
Entering Unmasked Estep 
Score: -25719572.000000 Penalty: 6035.305664
	Iteration 67Q: 3 clusters Score -2.571957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 185463 members 
Entering Unmasked Estep 
Score: -25719570.000000 Penalty: 6035.305664
	Iteration 68Q: 3 clusters Score -2.571957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 185471 members 
Entering Unmasked Estep 
Score: -25719580.000000 Penalty: 6035.305664
	Iteration 69Q: 3 clusters Score -2.571958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 185483 members 
Entering Unmasked Estep 
Score: -25719564.000000 Penalty: 6035.305664
	Iteration 70Q: 3 clusters Score -2.571956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 185500 members 
Entering Unmasked Estep 
Score: -25719568.000000 Penalty: 6035.305664
	Iteration 71Q: 3 clusters Score -2.571957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 185512 members 
Entering Unmasked Estep 
Score: -25719560.000000 Penalty: 6035.305664
	Iteration 72Q: 3 clusters Score -2.571956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 185527 members 
Entering Unmasked Estep 
Score: -25719550.000000 Penalty: 6035.305664
	Iteration 73Q: 3 clusters Score -2.571955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 185540 members 
Entering Unmasked Estep 
Score: -25719562.000000 Penalty: 6035.305664
	Iteration 74Q: 3 clusters Score -2.571956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 185553 members 
Entering Unmasked Estep 
Score: -25719552.000000 Penalty: 6035.305664
	Iteration 75Q: 3 clusters Score -2.571955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 185565 members 
Entering Unmasked Estep 
Score: -25719548.000000 Penalty: 6035.305664
	Iteration 76Q: 3 clusters Score -2.571955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 185572 members 
Entering Unmasked Estep 
Score: -25719538.000000 Penalty: 6035.305664
	Iteration 77Q: 3 clusters Score -2.571954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 185577 members 
Entering Unmasked Estep 
Score: -25719560.000000 Penalty: 6035.305664
	Iteration 78Q: 3 clusters Score -2.571956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 185587 members 
Entering Unmasked Estep 
Score: -25719550.000000 Penalty: 6035.305664
	Iteration 79Q: 3 clusters Score -2.571955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 185597 members 
Entering Unmasked Estep 
Score: -25719576.000000 Penalty: 6035.305664
	Iteration 80F: 3 clusters Score -2.571958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 185601 members 
Entering Unmasked Estep 
Score: -25719572.000000 Penalty: 6035.305664
	Iteration 81Q: 3 clusters Score -2.571957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 185605 members 
Entering Unmasked Estep 
Score: -25719584.000000 Penalty: 6035.305664
	Iteration 82Q: 3 clusters Score -2.571958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 185612 members 
Entering Unmasked Estep 
Score: -25719586.000000 Penalty: 6035.305664
	Iteration 83Q: 3 clusters Score -2.571959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 185623 members 
Entering Unmasked Estep 
Score: -25719566.000000 Penalty: 6035.305664
	Iteration 84Q: 3 clusters Score -2.571957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 185635 members 
Entering Unmasked Estep 
Score: -25719552.000000 Penalty: 6035.305664
	Iteration 85Q: 3 clusters Score -2.571955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 185646 members 
Entering Unmasked Estep 
Score: -25719540.000000 Penalty: 6035.305664
	Iteration 86Q: 3 clusters Score -2.571954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 185652 members 
Entering Unmasked Estep 
Score: -25719546.000000 Penalty: 6035.305664
	Iteration 87Q: 3 clusters Score -2.571955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 185655 members 
Entering Unmasked Estep 
Score: -25719546.000000 Penalty: 6035.305664
	Iteration 88Q: 3 clusters Score -2.571955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 185658 members 
Entering Unmasked Estep 
Score: -25719534.000000 Penalty: 6035.305664
	Iteration 89Q: 3 clusters Score -2.571953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 185660 members 
Entering Unmasked Estep 
Score: -25719540.000000 Penalty: 6035.305664
	Iteration 90Q: 3 clusters Score -2.571954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 185664 members 
Entering Unmasked Estep 
Score: -25719546.000000 Penalty: 6035.305664
	Iteration 91Q: 3 clusters Score -2.571955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 185665 members 
Entering Unmasked Estep 
Score: -25719558.000000 Penalty: 6035.305664
	Iteration 92Q: 3 clusters Score -2.571956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 185665 members 
Entering Unmasked Estep 
Score: -25719558.000000 Penalty: 6035.305664
	Iteration 93F: 3 clusters Score -2.571956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (191926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191926 members 
Entering Unmasked Estep 
Score: -25717356.000000 Penalty: 3016.886719
	Iteration 0F: 2 clusters Score -2.571736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -25597974.000000 Penalty: 6033.773438
	Iteration 0F: 3 clusters Score -2.559797e+07 nChanged 92085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92444 members 
Mstep: Class 2 contains 99482 members 
Entering Unmasked Estep 
Score: -25651802.000000 Penalty: 6033.773438
	Iteration 1F: 3 clusters Score -2.56518e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90388 members 
Mstep: Class 2 contains 101538 members 
Entering Unmasked Estep 
Score: -25653230.000000 Penalty: 6033.773438
	Iteration 2Q: 3 clusters Score -2.565323e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 104779 members 
Entering Unmasked Estep 
Score: -25655110.000000 Penalty: 6033.773438
	Iteration 3Q: 3 clusters Score -2.565511e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 109713 members 
Entering Unmasked Estep 
Score: -25658236.000000 Penalty: 6033.773438
	Iteration 4Q: 3 clusters Score -2.565824e+07 nChanged 10492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 116901 members 
Entering Unmasked Estep 
Score: -25663622.000000 Penalty: 6033.773438
	Iteration 5F: 3 clusters Score -2.566362e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 126462 members 
Entering Unmasked Estep 
Score: -25672720.000000 Penalty: 6033.773438
	Iteration 6F: 3 clusters Score -2.567272e+07 nChanged 14756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 137524 members 
Entering Unmasked Estep 
Score: -25685480.000000 Penalty: 6033.773438
	Iteration 7F: 3 clusters Score -2.568548e+07 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -25699032.000000 Penalty: 6033.773438
	Iteration 8F: 3 clusters Score -2.569903e+07 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 152945 members 
Entering Unmasked Estep 
Score: -25709450.000000 Penalty: 6033.773438
	Iteration 9F: 3 clusters Score -2.570945e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 155878 members 
Entering Unmasked Estep 
Score: -25714422.000000 Penalty: 6033.773438
	Iteration 10Q: 3 clusters Score -2.571442e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 158212 members 
Entering Unmasked Estep 
Score: -25716326.000000 Penalty: 6033.773438
	Iteration 11Q: 3 clusters Score -2.571633e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 160485 members 
Entering Unmasked Estep 
Score: -25717122.000000 Penalty: 6033.773438
	Iteration 12Q: 3 clusters Score -2.571712e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 162654 members 
Entering Unmasked Estep 
Score: -25717668.000000 Penalty: 6033.773438
	Iteration 13Q: 3 clusters Score -2.571767e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 164637 members 
Entering Unmasked Estep 
Score: -25717908.000000 Penalty: 6033.773438
	Iteration 14Q: 3 clusters Score -2.571791e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 166536 members 
Entering Unmasked Estep 
Score: -25718042.000000 Penalty: 6033.773438
	Iteration 15Q: 3 clusters Score -2.571804e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 168319 members 
Entering Unmasked Estep 
Score: -25718238.000000 Penalty: 6033.773438
	Iteration 16Q: 3 clusters Score -2.571824e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 169936 members 
Entering Unmasked Estep 
Score: -25718394.000000 Penalty: 6033.773438
	Iteration 17Q: 3 clusters Score -2.571839e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 171442 members 
Entering Unmasked Estep 
Score: -25718180.000000 Penalty: 6033.773438
	Iteration 18Q: 3 clusters Score -2.571818e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 172799 members 
Entering Unmasked Estep 
Score: -25718028.000000 Penalty: 6033.773438
	Iteration 19Q: 3 clusters Score -2.571803e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 174038 members 
Entering Unmasked Estep 
Score: -25717854.000000 Penalty: 6033.773438
	Iteration 20F: 3 clusters Score -2.571785e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 175149 members 
Entering Unmasked Estep 
Score: -25717718.000000 Penalty: 6033.773438
	Iteration 21Q: 3 clusters Score -2.571772e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 176127 members 
Entering Unmasked Estep 
Score: -25717622.000000 Penalty: 6033.773438
	Iteration 22Q: 3 clusters Score -2.571762e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 177072 members 
Entering Unmasked Estep 
Score: -25717362.000000 Penalty: 6033.773438
	Iteration 23Q: 3 clusters Score -2.571736e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 177980 members 
Entering Unmasked Estep 
Score: -25717192.000000 Penalty: 6033.773438
	Iteration 24Q: 3 clusters Score -2.571719e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 178858 members 
Entering Unmasked Estep 
Score: -25717032.000000 Penalty: 6033.773438
	Iteration 25Q: 3 clusters Score -2.571703e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 179623 members 
Entering Unmasked Estep 
Score: -25716850.000000 Penalty: 6033.773438
	Iteration 26Q: 3 clusters Score -2.571685e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 180345 members 
Entering Unmasked Estep 
Score: -25716654.000000 Penalty: 6033.773438
	Iteration 27Q: 3 clusters Score -2.571665e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 180991 members 
Entering Unmasked Estep 
Score: -25716588.000000 Penalty: 6033.773438
	Iteration 28Q: 3 clusters Score -2.571659e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 181590 members 
Entering Unmasked Estep 
Score: -25716454.000000 Penalty: 6033.773438
	Iteration 29Q: 3 clusters Score -2.571645e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 182083 members 
Entering Unmasked Estep 
Score: -25716286.000000 Penalty: 6033.773438
	Iteration 30Q: 3 clusters Score -2.571629e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 182544 members 
Entering Unmasked Estep 
Score: -25716232.000000 Penalty: 6033.773438
	Iteration 31Q: 3 clusters Score -2.571623e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 182952 members 
Entering Unmasked Estep 
Score: -25716166.000000 Penalty: 6033.773438
	Iteration 32Q: 3 clusters Score -2.571617e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 183354 members 
Entering Unmasked Estep 
Score: -25716108.000000 Penalty: 6033.773438
	Iteration 33Q: 3 clusters Score -2.571611e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 183763 members 
Entering Unmasked Estep 
Score: -25716100.000000 Penalty: 6033.773438
	Iteration 34Q: 3 clusters Score -2.57161e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 184133 members 
Entering Unmasked Estep 
Score: -25716046.000000 Penalty: 6033.773438
	Iteration 35Q: 3 clusters Score -2.571605e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 184469 members 
Entering Unmasked Estep 
Score: -25716040.000000 Penalty: 6033.773438
	Iteration 36Q: 3 clusters Score -2.571604e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 184789 members 
Entering Unmasked Estep 
Score: -25715962.000000 Penalty: 6033.773438
	Iteration 37Q: 3 clusters Score -2.571596e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 185084 members 
Entering Unmasked Estep 
Score: -25715848.000000 Penalty: 6033.773438
	Iteration 38Q: 3 clusters Score -2.571585e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 185367 members 
Entering Unmasked Estep 
Score: -25715752.000000 Penalty: 6033.773438
	Iteration 39Q: 3 clusters Score -2.571575e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 185618 members 
Entering Unmasked Estep 
Score: -25715740.000000 Penalty: 6033.773438
	Iteration 40F: 3 clusters Score -2.571574e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 185858 members 
Entering Unmasked Estep 
Score: -25715744.000000 Penalty: 6033.773438
	Iteration 41Q: 3 clusters Score -2.571574e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 186087 members 
Entering Unmasked Estep 
Score: -25715680.000000 Penalty: 6033.773438
	Iteration 42Q: 3 clusters Score -2.571568e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 186308 members 
Entering Unmasked Estep 
Score: -25715604.000000 Penalty: 6033.773438
	Iteration 43Q: 3 clusters Score -2.57156e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 186518 members 
Entering Unmasked Estep 
Score: -25715550.000000 Penalty: 6033.773438
	Iteration 44Q: 3 clusters Score -2.571555e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 186716 members 
Entering Unmasked Estep 
Score: -25715444.000000 Penalty: 6033.773438
	Iteration 45Q: 3 clusters Score -2.571544e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 186906 members 
Entering Unmasked Estep 
Score: -25715420.000000 Penalty: 6033.773438
	Iteration 46Q: 3 clusters Score -2.571542e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 187094 members 
Entering Unmasked Estep 
Score: -25715398.000000 Penalty: 6033.773438
	Iteration 47Q: 3 clusters Score -2.57154e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 187298 members 
Entering Unmasked Estep 
Score: -25715430.000000 Penalty: 6033.773438
	Iteration 48Q: 3 clusters Score -2.571543e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 187470 members 
Entering Unmasked Estep 
Score: -25715404.000000 Penalty: 6033.773438
	Iteration 49Q: 3 clusters Score -2.57154e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 187631 members 
Entering Unmasked Estep 
Score: -25715350.000000 Penalty: 6033.773438
	Iteration 50Q: 3 clusters Score -2.571535e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 187772 members 
Entering Unmasked Estep 
Score: -25715338.000000 Penalty: 6033.773438
	Iteration 51Q: 3 clusters Score -2.571534e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 187922 members 
Entering Unmasked Estep 
Score: -25715322.000000 Penalty: 6033.773438
	Iteration 52Q: 3 clusters Score -2.571532e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 188072 members 
Entering Unmasked Estep 
Score: -25715294.000000 Penalty: 6033.773438
	Iteration 53Q: 3 clusters Score -2.571529e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 188200 members 
Entering Unmasked Estep 
Score: -25715310.000000 Penalty: 6033.773438
	Iteration 54Q: 3 clusters Score -2.571531e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 188328 members 
Entering Unmasked Estep 
Score: -25715282.000000 Penalty: 6033.773438
	Iteration 55Q: 3 clusters Score -2.571528e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 188460 members 
Entering Unmasked Estep 
Score: -25715310.000000 Penalty: 6033.773438
	Iteration 56Q: 3 clusters Score -2.571531e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 188584 members 
Entering Unmasked Estep 
Score: -25715302.000000 Penalty: 6033.773438
	Iteration 57Q: 3 clusters Score -2.57153e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 188709 members 
Entering Unmasked Estep 
Score: -25715244.000000 Penalty: 6033.773438
	Iteration 58Q: 3 clusters Score -2.571524e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 188822 members 
Entering Unmasked Estep 
Score: -25715238.000000 Penalty: 6033.773438
	Iteration 59Q: 3 clusters Score -2.571524e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 188935 members 
Entering Unmasked Estep 
Score: -25715132.000000 Penalty: 6033.773438
	Iteration 60F: 3 clusters Score -2.571513e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 189056 members 
Entering Unmasked Estep 
Score: -25715128.000000 Penalty: 6033.773438
	Iteration 61Q: 3 clusters Score -2.571513e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 189170 members 
Entering Unmasked Estep 
Score: -25715112.000000 Penalty: 6033.773438
	Iteration 62Q: 3 clusters Score -2.571511e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 189278 members 
Entering Unmasked Estep 
Score: -25715178.000000 Penalty: 6033.773438
	Iteration 63Q: 3 clusters Score -2.571518e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 189376 members 
Entering Unmasked Estep 
Score: -25715138.000000 Penalty: 6033.773438
	Iteration 64Q: 3 clusters Score -2.571514e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 189459 members 
Entering Unmasked Estep 
Score: -25715142.000000 Penalty: 6033.773438
	Iteration 65Q: 3 clusters Score -2.571514e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 189537 members 
Entering Unmasked Estep 
Score: -25715164.000000 Penalty: 6033.773438
	Iteration 66Q: 3 clusters Score -2.571516e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 189622 members 
Entering Unmasked Estep 
Score: -25715128.000000 Penalty: 6033.773438
	Iteration 67Q: 3 clusters Score -2.571513e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 189700 members 
Entering Unmasked Estep 
Score: -25715172.000000 Penalty: 6033.773438
	Iteration 68Q: 3 clusters Score -2.571517e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 189766 members 
Entering Unmasked Estep 
Score: -25715192.000000 Penalty: 6033.773438
	Iteration 69Q: 3 clusters Score -2.571519e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 189838 members 
Entering Unmasked Estep 
Score: -25715198.000000 Penalty: 6033.773438
	Iteration 70Q: 3 clusters Score -2.57152e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 189903 members 
Entering Unmasked Estep 
Score: -25715206.000000 Penalty: 6033.773438
	Iteration 71Q: 3 clusters Score -2.571521e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 189963 members 
Entering Unmasked Estep 
Score: -25715174.000000 Penalty: 6033.773438
	Iteration 72Q: 3 clusters Score -2.571517e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 190013 members 
Entering Unmasked Estep 
Score: -25715192.000000 Penalty: 6033.773438
	Iteration 73Q: 3 clusters Score -2.571519e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 190059 members 
Entering Unmasked Estep 
Score: -25715180.000000 Penalty: 6033.773438
	Iteration 74Q: 3 clusters Score -2.571518e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 190094 members 
Entering Unmasked Estep 
Score: -25715212.000000 Penalty: 6033.773438
	Iteration 75Q: 3 clusters Score -2.571521e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 190132 members 
Entering Unmasked Estep 
Score: -25715182.000000 Penalty: 6033.773438
	Iteration 76Q: 3 clusters Score -2.571518e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 190170 members 
Entering Unmasked Estep 
Score: -25715172.000000 Penalty: 6033.773438
	Iteration 77Q: 3 clusters Score -2.571517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 190204 members 
Entering Unmasked Estep 
Score: -25715188.000000 Penalty: 6033.773438
	Iteration 78Q: 3 clusters Score -2.571519e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 190235 members 
Entering Unmasked Estep 
Score: -25715196.000000 Penalty: 6033.773438
	Iteration 79Q: 3 clusters Score -2.57152e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 190272 members 
Entering Unmasked Estep 
Score: -25715192.000000 Penalty: 6033.773438
	Iteration 80F: 3 clusters Score -2.571519e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 190310 members 
Entering Unmasked Estep 
Score: -25715202.000000 Penalty: 6033.773438
	Iteration 81Q: 3 clusters Score -2.57152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 190336 members 
Entering Unmasked Estep 
Score: -25715214.000000 Penalty: 6033.773438
	Iteration 82Q: 3 clusters Score -2.571521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 190360 members 
Entering Unmasked Estep 
Score: -25715210.000000 Penalty: 6033.773438
	Iteration 83Q: 3 clusters Score -2.571521e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 190390 members 
Entering Unmasked Estep 
Score: -25715190.000000 Penalty: 6033.773438
	Iteration 84Q: 3 clusters Score -2.571519e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 190416 members 
Entering Unmasked Estep 
Score: -25715196.000000 Penalty: 6033.773438
	Iteration 85Q: 3 clusters Score -2.57152e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 190434 members 
Entering Unmasked Estep 
Score: -25715198.000000 Penalty: 6033.773438
	Iteration 86Q: 3 clusters Score -2.57152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 190451 members 
Entering Unmasked Estep 
Score: -25715182.000000 Penalty: 6033.773438
	Iteration 87Q: 3 clusters Score -2.571518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 190463 members 
Entering Unmasked Estep 
Score: -25715192.000000 Penalty: 6033.773438
	Iteration 88Q: 3 clusters Score -2.571519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 190474 members 
Entering Unmasked Estep 
Score: -25715186.000000 Penalty: 6033.773438
	Iteration 89Q: 3 clusters Score -2.571519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 190490 members 
Entering Unmasked Estep 
Score: -25715176.000000 Penalty: 6033.773438
	Iteration 90Q: 3 clusters Score -2.571518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 190515 members 
Entering Unmasked Estep 
Score: -25715174.000000 Penalty: 6033.773438
	Iteration 91Q: 3 clusters Score -2.571517e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 190534 members 
Entering Unmasked Estep 
Score: -25715196.000000 Penalty: 6033.773438
	Iteration 92Q: 3 clusters Score -2.57152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 190553 members 
Entering Unmasked Estep 
Score: -25715190.000000 Penalty: 6033.773438
	Iteration 93Q: 3 clusters Score -2.571519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 190568 members 
Entering Unmasked Estep 
Score: -25715200.000000 Penalty: 6033.773438
	Iteration 94Q: 3 clusters Score -2.57152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 190581 members 
Entering Unmasked Estep 
Score: -25715192.000000 Penalty: 6033.773438
	Iteration 95Q: 3 clusters Score -2.571519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 190591 members 
Entering Unmasked Estep 
Score: -25715190.000000 Penalty: 6033.773438
	Iteration 96Q: 3 clusters Score -2.571519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 190599 members 
Entering Unmasked Estep 
Score: -25715192.000000 Penalty: 6033.773438
	Iteration 97Q: 3 clusters Score -2.571519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 190602 members 
Entering Unmasked Estep 
Score: -25715182.000000 Penalty: 6033.773438
	Iteration 98Q: 3 clusters Score -2.571518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 190605 members 
Entering Unmasked Estep 
Score: -25715192.000000 Penalty: 6033.773438
	Iteration 99Q: 3 clusters Score -2.571519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 190608 members 
Entering Unmasked Estep 
Score: -25715190.000000 Penalty: 6033.773438
	Iteration 100F: 3 clusters Score -2.571519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 190610 members 
Entering Unmasked Estep 
Score: -25715188.000000 Penalty: 6033.773438
	Iteration 101Q: 3 clusters Score -2.571519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 190614 members 
Entering Unmasked Estep 
Score: -25715182.000000 Penalty: 6033.773438
	Iteration 102Q: 3 clusters Score -2.571518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 190617 members 
Entering Unmasked Estep 
Score: -25715196.000000 Penalty: 6033.773438
	Iteration 103Q: 3 clusters Score -2.57152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 190621 members 
Entering Unmasked Estep 
Score: -25715194.000000 Penalty: 6033.773438
	Iteration 104Q: 3 clusters Score -2.571519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 190626 members 
Entering Unmasked Estep 
Score: -25715168.000000 Penalty: 6033.773438
	Iteration 105Q: 3 clusters Score -2.571517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 190630 members 
Entering Unmasked Estep 
Score: -25715168.000000 Penalty: 6033.773438
	Iteration 106Q: 3 clusters Score -2.571517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 190636 members 
Entering Unmasked Estep 
Score: -25715194.000000 Penalty: 6033.773438
	Iteration 107Q: 3 clusters Score -2.571519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 190639 members 
Entering Unmasked Estep 
Score: -25715192.000000 Penalty: 6033.773438
	Iteration 108Q: 3 clusters Score -2.571519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 190644 members 
Entering Unmasked Estep 
Score: -25715198.000000 Penalty: 6033.773438
	Iteration 109Q: 3 clusters Score -2.57152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 190648 members 
Entering Unmasked Estep 
Score: -25715210.000000 Penalty: 6033.773438
	Iteration 110Q: 3 clusters Score -2.571521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 190653 members 
Entering Unmasked Estep 
Score: -25715204.000000 Penalty: 6033.773438
	Iteration 111Q: 3 clusters Score -2.57152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 190659 members 
Entering Unmasked Estep 
Score: -25715184.000000 Penalty: 6033.773438
	Iteration 112Q: 3 clusters Score -2.571518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 190665 members 
Entering Unmasked Estep 
Score: -25715200.000000 Penalty: 6033.773438
	Iteration 113Q: 3 clusters Score -2.57152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 190668 members 
Entering Unmasked Estep 
Score: -25715194.000000 Penalty: 6033.773438
	Iteration 114Q: 3 clusters Score -2.571519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 190673 members 
Entering Unmasked Estep 
Score: -25715192.000000 Penalty: 6033.773438
	Iteration 115Q: 3 clusters Score -2.571519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 190678 members 
Entering Unmasked Estep 
Score: -25715206.000000 Penalty: 6033.773438
	Iteration 116Q: 3 clusters Score -2.571521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 190684 members 
Entering Unmasked Estep 
Score: -25715208.000000 Penalty: 6033.773438
	Iteration 117Q: 3 clusters Score -2.571521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 190693 members 
Entering Unmasked Estep 
Score: -25715198.000000 Penalty: 6033.773438
	Iteration 118Q: 3 clusters Score -2.57152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 190699 members 
Entering Unmasked Estep 
Score: -25715190.000000 Penalty: 6033.773438
	Iteration 119Q: 3 clusters Score -2.571519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 190705 members 
Entering Unmasked Estep 
Score: -25715204.000000 Penalty: 6033.773438
	Iteration 120F: 3 clusters Score -2.57152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 190707 members 
Entering Unmasked Estep 
Score: -25715182.000000 Penalty: 6033.773438
	Iteration 121Q: 3 clusters Score -2.571518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 190710 members 
Entering Unmasked Estep 
Score: -25715186.000000 Penalty: 6033.773438
	Iteration 122Q: 3 clusters Score -2.571519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 190714 members 
Entering Unmasked Estep 
Score: -25715186.000000 Penalty: 6033.773438
	Iteration 123Q: 3 clusters Score -2.571519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 190717 members 
Entering Unmasked Estep 
Score: -25715190.000000 Penalty: 6033.773438
	Iteration 124Q: 3 clusters Score -2.571519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 190719 members 
Entering Unmasked Estep 
Score: -25715190.000000 Penalty: 6033.773438
	Iteration 125Q: 3 clusters Score -2.571519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 190721 members 
Entering Unmasked Estep 
Score: -25715188.000000 Penalty: 6033.773438
	Iteration 126Q: 3 clusters Score -2.571519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 190723 members 
Entering Unmasked Estep 
Score: -25715194.000000 Penalty: 6033.773438
	Iteration 127Q: 3 clusters Score -2.571519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 190724 members 
Entering Unmasked Estep 
Score: -25715192.000000 Penalty: 6033.773438
	Iteration 128Q: 3 clusters Score -2.571519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 190725 members 
Entering Unmasked Estep 
Score: -25715178.000000 Penalty: 6033.773438
	Iteration 129Q: 3 clusters Score -2.571518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 190725 members 
Entering Unmasked Estep 
Score: -25715178.000000 Penalty: 6033.773438
	Iteration 130F: 3 clusters Score -2.571518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Entering Unmasked Estep 
Score: -2876073.750000 Penalty: 2469.107910
	Iteration 0F: 2 clusters Score -2876074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2861103.750000 Penalty: 4938.215820
	Iteration 0F: 3 clusters Score -2861104 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2866586.000000 Penalty: 4938.215820
	Iteration 1F: 3 clusters Score -2866586 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2867158.000000 Penalty: 4938.215820
	Iteration 2F: 3 clusters Score -2867158 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2867712.250000 Penalty: 4938.215820
	Iteration 3F: 3 clusters Score -2867712 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2868346.500000 Penalty: 4938.215820
	Iteration 4F: 3 clusters Score -2868346 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2869163.750000 Penalty: 4938.215820
	Iteration 5F: 3 clusters Score -2869164 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2870127.500000 Penalty: 4938.215820
	Iteration 6F: 3 clusters Score -2870128 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2871246.250000 Penalty: 4938.215820
	Iteration 7F: 3 clusters Score -2871246 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2872235.750000 Penalty: 4938.215820
	Iteration 8F: 3 clusters Score -2872236 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2872969.750000 Penalty: 4938.215820
	Iteration 9Q: 3 clusters Score -2872970 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2873491.000000 Penalty: 4938.215820
	Iteration 10Q: 3 clusters Score -2873491 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2873862.250000 Penalty: 4938.215820
	Iteration 11Q: 3 clusters Score -2873862 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2874122.500000 Penalty: 4938.215820
	Iteration 12Q: 3 clusters Score -2874122 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2874295.500000 Penalty: 4938.215820
	Iteration 13Q: 3 clusters Score -2874296 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2874404.750000 Penalty: 4938.215820
	Iteration 14Q: 3 clusters Score -2874405 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2874480.750000 Penalty: 4938.215820
	Iteration 15Q: 3 clusters Score -2874481 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2874532.500000 Penalty: 4938.215820
	Iteration 16Q: 3 clusters Score -2874532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2874574.750000 Penalty: 4938.215820
	Iteration 17Q: 3 clusters Score -2874575 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2874625.500000 Penalty: 4938.215820
	Iteration 18Q: 3 clusters Score -2874626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2874682.250000 Penalty: 4938.215820
	Iteration 19Q: 3 clusters Score -2874682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2874717.500000 Penalty: 4938.215820
	Iteration 20F: 3 clusters Score -2874718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2874745.500000 Penalty: 4938.215820
	Iteration 21Q: 3 clusters Score -2874746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2874767.500000 Penalty: 4938.215820
	Iteration 22Q: 3 clusters Score -2874768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2874784.000000 Penalty: 4938.215820
	Iteration 23Q: 3 clusters Score -2874784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2874792.750000 Penalty: 4938.215820
	Iteration 24Q: 3 clusters Score -2874793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2874803.750000 Penalty: 4938.215820
	Iteration 25Q: 3 clusters Score -2874804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2874812.250000 Penalty: 4938.215820
	Iteration 26Q: 3 clusters Score -2874812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2874807.750000 Penalty: 4938.215820
	Iteration 27Q: 3 clusters Score -2874808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2874812.250000 Penalty: 4938.215820
	Iteration 28Q: 3 clusters Score -2874812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2874809.000000 Penalty: 4938.215820
	Iteration 29Q: 3 clusters Score -2874809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2874809.750000 Penalty: 4938.215820
	Iteration 30Q: 3 clusters Score -2874810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2874807.750000 Penalty: 4938.215820
	Iteration 31Q: 3 clusters Score -2874808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2874812.750000 Penalty: 4938.215820
	Iteration 32Q: 3 clusters Score -2874813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2874809.500000 Penalty: 4938.215820
	Iteration 33Q: 3 clusters Score -2874810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2874810.000000 Penalty: 4938.215820
	Iteration 34Q: 3 clusters Score -2874810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2874813.500000 Penalty: 4938.215820
	Iteration 35Q: 3 clusters Score -2874814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2874817.750000 Penalty: 4938.215820
	Iteration 36Q: 3 clusters Score -2874818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2874819.750000 Penalty: 4938.215820
	Iteration 37Q: 3 clusters Score -2874820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2874818.750000 Penalty: 4938.215820
	Iteration 38Q: 3 clusters Score -2874819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2874820.000000 Penalty: 4938.215820
	Iteration 39Q: 3 clusters Score -2874820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2874821.000000 Penalty: 4938.215820
	Iteration 40F: 3 clusters Score -2874821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2874821.750000 Penalty: 4938.215820
	Iteration 41Q: 3 clusters Score -2874822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2874824.500000 Penalty: 4938.215820
	Iteration 42Q: 3 clusters Score -2874824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2874824.750000 Penalty: 4938.215820
	Iteration 43Q: 3 clusters Score -2874825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2874824.750000 Penalty: 4938.215820
	Iteration 44F: 3 clusters Score -2874825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 145200 members 
Mstep: Class 4 contains 191026 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 56137 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 11 contains 94162 members 
Mstep: Class 12 contains 172370 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 192520 members 
Mstep: Class 17 contains 191926 members 
Mstep: Class 21 contains 21080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144321296.000000 Penalty: 55181.996094
Iteration 39Q: 17 clusters Score -1.443213e+08 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 145220 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 191299 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 55784 members 
Mstep: Class 7 contains 12498 members 
Mstep: Class 8 contains 5214 members 
Mstep: Class 9 contains 5139 members 
Mstep: Class 11 contains 93969 members 
Mstep: Class 12 contains 172494 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 193028 members 
Mstep: Class 17 contains 191206 members 
Mstep: Class 21 contains 21410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144323328.000000 Penalty: 55181.996094
Iteration 40F: 17 clusters Score -1.443233e+08 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 144546 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 190999 members 
Mstep: Class 5 contains 1079 members 
Mstep: Class 6 contains 55301 members 
Mstep: Class 7 contains 13572 members 
Mstep: Class 8 contains 5254 members 
Mstep: Class 9 contains 5041 members 
Mstep: Class 11 contains 93860 members 
Mstep: Class 12 contains 171931 members 
Mstep: Class 13 contains 3315 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 192678 members 
Mstep: Class 17 contains 191168 members 
Mstep: Class 21 contains 22400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144325264.000000 Penalty: 55181.996094
Iteration 41Q: 17 clusters Score -1.443253e+08 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 143946 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 190671 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 54816 members 
Mstep: Class 7 contains 14353 members 
Mstep: Class 8 contains 5280 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 11 contains 93852 members 
Mstep: Class 12 contains 171638 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 192510 members 
Mstep: Class 17 contains 190994 members 
Mstep: Class 21 contains 23360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144326080.000000 Penalty: 55181.996094
Iteration 42Q: 17 clusters Score -1.443261e+08 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 143474 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 190358 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 54307 members 
Mstep: Class 7 contains 14927 members 
Mstep: Class 8 contains 5295 members 
Mstep: Class 9 contains 4874 members 
Mstep: Class 11 contains 93940 members 
Mstep: Class 12 contains 171575 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 192388 members 
Mstep: Class 17 contains 190717 members 
Mstep: Class 21 contains 24263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144326800.000000 Penalty: 55181.996094
Iteration 43Q: 17 clusters Score -1.443268e+08 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 143006 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 190122 members 
Mstep: Class 5 contains 1084 members 
Mstep: Class 6 contains 53843 members 
Mstep: Class 7 contains 15353 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 4781 members 
Mstep: Class 11 contains 94035 members 
Mstep: Class 12 contains 171596 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 192411 members 
Mstep: Class 17 contains 190391 members 
Mstep: Class 21 contains 25034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144327008.000000 Penalty: 55181.996094
Iteration 44Q: 17 clusters Score -1.44327e+08 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 142518 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 189958 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 53404 members 
Mstep: Class 7 contains 15680 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 4703 members 
Mstep: Class 11 contains 94181 members 
Mstep: Class 12 contains 171602 members 
Mstep: Class 13 contains 4117 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 192522 members 
Mstep: Class 17 contains 190135 members 
Mstep: Class 21 contains 25697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144327216.000000 Penalty: 55181.996094
Iteration 45Q: 17 clusters Score -1.443272e+08 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 142024 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 189802 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 52960 members 
Mstep: Class 7 contains 15967 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 4642 members 
Mstep: Class 11 contains 94333 members 
Mstep: Class 12 contains 171646 members 
Mstep: Class 13 contains 4206 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 192659 members 
Mstep: Class 17 contains 189936 members 
Mstep: Class 21 contains 26303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328240.000000 Penalty: 55181.996094
Iteration 46Q: 17 clusters Score -1.443282e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 141564 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 189685 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 52552 members 
Mstep: Class 7 contains 16199 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 4575 members 
Mstep: Class 11 contains 94458 members 
Mstep: Class 12 contains 171688 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 15 contains 1298 members 
Mstep: Class 16 contains 192784 members 
Mstep: Class 17 contains 189821 members 
Mstep: Class 21 contains 26826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328464.000000 Penalty: 55181.996094
Iteration 47Q: 17 clusters Score -1.443285e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 141124 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 189617 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 52236 members 
Mstep: Class 7 contains 16393 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 11 contains 94626 members 
Mstep: Class 12 contains 171706 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 192897 members 
Mstep: Class 17 contains 189719 members 
Mstep: Class 21 contains 27254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328912.000000 Penalty: 55181.996094
Iteration 48Q: 17 clusters Score -1.443289e+08 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 140656 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 189557 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 51920 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 8 contains 5356 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 11 contains 94787 members 
Mstep: Class 12 contains 171751 members 
Mstep: Class 13 contains 4374 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 193103 members 
Mstep: Class 17 contains 189606 members 
Mstep: Class 21 contains 27653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329104.000000 Penalty: 55181.996094
Iteration 49Q: 17 clusters Score -1.443291e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 140196 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 189461 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 51640 members 
Mstep: Class 7 contains 16690 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 4374 members 
Mstep: Class 11 contains 94923 members 
Mstep: Class 12 contains 171771 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 193306 members 
Mstep: Class 17 contains 189592 members 
Mstep: Class 21 contains 28021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329104.000000 Penalty: 55181.996094
Iteration 50Q: 17 clusters Score -1.443291e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 139759 members 
Mstep: Class 3 contains 1433 members 
Mstep: Class 4 contains 189389 members 
Mstep: Class 5 contains 1141 members 
Mstep: Class 6 contains 51382 members 
Mstep: Class 7 contains 16817 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 4307 members 
Mstep: Class 11 contains 95078 members 
Mstep: Class 12 contains 171758 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 193501 members 
Mstep: Class 17 contains 189593 members 
Mstep: Class 21 contains 28338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329328.000000 Penalty: 55181.996094
Iteration 51Q: 17 clusters Score -1.443293e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 139329 members 
Mstep: Class 3 contains 1435 members 
Mstep: Class 4 contains 189333 members 
Mstep: Class 5 contains 1155 members 
Mstep: Class 6 contains 51166 members 
Mstep: Class 7 contains 16920 members 
Mstep: Class 8 contains 5366 members 
Mstep: Class 9 contains 4246 members 
Mstep: Class 11 contains 95194 members 
Mstep: Class 12 contains 171765 members 
Mstep: Class 13 contains 4491 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 193667 members 
Mstep: Class 17 contains 189624 members 
Mstep: Class 21 contains 28633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329008.000000 Penalty: 55181.996094
Iteration 52Q: 17 clusters Score -1.44329e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 138924 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 189251 members 
Mstep: Class 5 contains 1172 members 
Mstep: Class 6 contains 50961 members 
Mstep: Class 7 contains 17018 members 
Mstep: Class 8 contains 5375 members 
Mstep: Class 9 contains 4175 members 
Mstep: Class 11 contains 95342 members 
Mstep: Class 12 contains 171786 members 
Mstep: Class 13 contains 4512 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 193807 members 
Mstep: Class 17 contains 189674 members 
Mstep: Class 21 contains 28895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329200.000000 Penalty: 55181.996094
Iteration 53Q: 17 clusters Score -1.443292e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 138434 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 189206 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 50755 members 
Mstep: Class 7 contains 17126 members 
Mstep: Class 8 contains 5382 members 
Mstep: Class 9 contains 4113 members 
Mstep: Class 11 contains 95450 members 
Mstep: Class 12 contains 171822 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 193969 members 
Mstep: Class 17 contains 189803 members 
Mstep: Class 21 contains 29114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329504.000000 Penalty: 55181.996094
Iteration 54Q: 17 clusters Score -1.443295e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 138002 members 
Mstep: Class 3 contains 1450 members 
Mstep: Class 4 contains 189190 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 50584 members 
Mstep: Class 7 contains 17225 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 4061 members 
Mstep: Class 11 contains 95561 members 
Mstep: Class 12 contains 171837 members 
Mstep: Class 13 contains 4568 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 194129 members 
Mstep: Class 17 contains 189868 members 
Mstep: Class 21 contains 29303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329504.000000 Penalty: 55181.996094
Iteration 55Q: 17 clusters Score -1.443295e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 137527 members 
Mstep: Class 3 contains 1451 members 
Mstep: Class 4 contains 189204 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 50446 members 
Mstep: Class 7 contains 17311 members 
Mstep: Class 8 contains 5384 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 11 contains 95677 members 
Mstep: Class 12 contains 171833 members 
Mstep: Class 13 contains 4590 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 194295 members 
Mstep: Class 17 contains 189957 members 
Mstep: Class 21 contains 29466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329056.000000 Penalty: 55181.996094
Iteration 56Q: 17 clusters Score -1.443291e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 137063 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 189196 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 50317 members 
Mstep: Class 7 contains 17405 members 
Mstep: Class 8 contains 5382 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 11 contains 95777 members 
Mstep: Class 12 contains 171839 members 
Mstep: Class 13 contains 4612 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 194482 members 
Mstep: Class 17 contains 190078 members 
Mstep: Class 21 contains 29569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328896.000000 Penalty: 55181.996094
Iteration 57Q: 17 clusters Score -1.443289e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 136663 members 
Mstep: Class 3 contains 1460 members 
Mstep: Class 4 contains 189172 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 50174 members 
Mstep: Class 7 contains 17487 members 
Mstep: Class 8 contains 5384 members 
Mstep: Class 9 contains 3941 members 
Mstep: Class 11 contains 95866 members 
Mstep: Class 12 contains 171824 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 194664 members 
Mstep: Class 17 contains 190197 members 
Mstep: Class 21 contains 29669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328816.000000 Penalty: 55181.996094
Iteration 58Q: 17 clusters Score -1.443288e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 136205 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 189220 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 50041 members 
Mstep: Class 7 contains 17551 members 
Mstep: Class 8 contains 5384 members 
Mstep: Class 9 contains 3913 members 
Mstep: Class 11 contains 95942 members 
Mstep: Class 12 contains 171817 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 16 contains 194850 members 
Mstep: Class 17 contains 190304 members 
Mstep: Class 21 contains 29774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328720.000000 Penalty: 55181.996094
Iteration 59Q: 17 clusters Score -1.443287e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 135742 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 189251 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 49931 members 
Mstep: Class 7 contains 17612 members 
Mstep: Class 8 contains 5382 members 
Mstep: Class 9 contains 3893 members 
Mstep: Class 11 contains 96022 members 
Mstep: Class 12 contains 171803 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 195048 members 
Mstep: Class 17 contains 190419 members 
Mstep: Class 21 contains 29882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328592.000000 Penalty: 55181.996094
Iteration 60F: 17 clusters Score -1.443286e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 135264 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 189286 members 
Mstep: Class 5 contains 1192 members 
Mstep: Class 6 contains 49838 members 
Mstep: Class 7 contains 17661 members 
Mstep: Class 8 contains 5384 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 11 contains 96126 members 
Mstep: Class 12 contains 171801 members 
Mstep: Class 13 contains 4713 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 195242 members 
Mstep: Class 17 contains 190492 members 
Mstep: Class 21 contains 29991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328768.000000 Penalty: 55181.996094
Iteration 61Q: 17 clusters Score -1.443288e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 134762 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 189337 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49754 members 
Mstep: Class 7 contains 17710 members 
Mstep: Class 8 contains 5383 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 11 contains 96234 members 
Mstep: Class 12 contains 171804 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 195405 members 
Mstep: Class 17 contains 190590 members 
Mstep: Class 21 contains 30104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328688.000000 Penalty: 55181.996094
Iteration 62Q: 17 clusters Score -1.443287e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 134226 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 189425 members 
Mstep: Class 5 contains 1206 members 
Mstep: Class 6 contains 49693 members 
Mstep: Class 7 contains 17757 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 11 contains 96358 members 
Mstep: Class 12 contains 171814 members 
Mstep: Class 13 contains 4737 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 195562 members 
Mstep: Class 17 contains 190669 members 
Mstep: Class 21 contains 30200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328608.000000 Penalty: 55181.996094
Iteration 63Q: 17 clusters Score -1.443286e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 133697 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 189515 members 
Mstep: Class 5 contains 1206 members 
Mstep: Class 6 contains 49633 members 
Mstep: Class 7 contains 17794 members 
Mstep: Class 8 contains 5381 members 
Mstep: Class 9 contains 3819 members 
Mstep: Class 11 contains 96492 members 
Mstep: Class 12 contains 171809 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 195722 members 
Mstep: Class 17 contains 190779 members 
Mstep: Class 21 contains 30269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328800.000000 Penalty: 55181.996094
Iteration 64Q: 17 clusters Score -1.443288e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 133132 members 
Mstep: Class 3 contains 1492 members 
Mstep: Class 4 contains 189596 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 49573 members 
Mstep: Class 7 contains 17831 members 
Mstep: Class 8 contains 5375 members 
Mstep: Class 9 contains 3798 members 
Mstep: Class 11 contains 96614 members 
Mstep: Class 12 contains 171805 members 
Mstep: Class 13 contains 4749 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 195927 members 
Mstep: Class 17 contains 190915 members 
Mstep: Class 21 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329104.000000 Penalty: 55181.996094
Iteration 65Q: 17 clusters Score -1.443291e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 132526 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 189695 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49509 members 
Mstep: Class 7 contains 17865 members 
Mstep: Class 8 contains 5379 members 
Mstep: Class 9 contains 3777 members 
Mstep: Class 11 contains 96729 members 
Mstep: Class 12 contains 171838 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 196121 members 
Mstep: Class 17 contains 191038 members 
Mstep: Class 21 contains 30417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328704.000000 Penalty: 55181.996094
Iteration 66Q: 17 clusters Score -1.443287e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 131956 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 189764 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49433 members 
Mstep: Class 7 contains 17900 members 
Mstep: Class 8 contains 5377 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 11 contains 96836 members 
Mstep: Class 12 contains 171844 members 
Mstep: Class 13 contains 4756 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 196289 members 
Mstep: Class 17 contains 191257 members 
Mstep: Class 21 contains 30475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328464.000000 Penalty: 55181.996094
Iteration 67Q: 17 clusters Score -1.443285e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 131398 members 
Mstep: Class 3 contains 1512 members 
Mstep: Class 4 contains 189840 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49376 members 
Mstep: Class 7 contains 17936 members 
Mstep: Class 8 contains 5377 members 
Mstep: Class 9 contains 3724 members 
Mstep: Class 11 contains 96913 members 
Mstep: Class 12 contains 171837 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 196440 members 
Mstep: Class 17 contains 191495 members 
Mstep: Class 21 contains 30540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328336.000000 Penalty: 55181.996094
Iteration 68Q: 17 clusters Score -1.443283e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 130818 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 189966 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49324 members 
Mstep: Class 7 contains 17965 members 
Mstep: Class 8 contains 5378 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 11 contains 97043 members 
Mstep: Class 12 contains 171822 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 196602 members 
Mstep: Class 17 contains 191650 members 
Mstep: Class 21 contains 30599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328400.000000 Penalty: 55181.996094
Iteration 69Q: 17 clusters Score -1.443284e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 130255 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 190083 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49289 members 
Mstep: Class 7 contains 17986 members 
Mstep: Class 8 contains 5384 members 
Mstep: Class 9 contains 3674 members 
Mstep: Class 11 contains 97186 members 
Mstep: Class 12 contains 171821 members 
Mstep: Class 13 contains 4759 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 196753 members 
Mstep: Class 17 contains 191761 members 
Mstep: Class 21 contains 30663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328368.000000 Penalty: 55181.996094
Iteration 70Q: 17 clusters Score -1.443284e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 129730 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 190153 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49251 members 
Mstep: Class 7 contains 18006 members 
Mstep: Class 8 contains 5387 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 11 contains 97334 members 
Mstep: Class 12 contains 171831 members 
Mstep: Class 13 contains 4760 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 196913 members 
Mstep: Class 17 contains 191865 members 
Mstep: Class 21 contains 30724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328240.000000 Penalty: 55181.996094
Iteration 71Q: 17 clusters Score -1.443282e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 129207 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 190246 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49214 members 
Mstep: Class 7 contains 18034 members 
Mstep: Class 8 contains 5388 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 11 contains 97487 members 
Mstep: Class 12 contains 171839 members 
Mstep: Class 13 contains 4760 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 197059 members 
Mstep: Class 17 contains 191952 members 
Mstep: Class 21 contains 30787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328352.000000 Penalty: 55181.996094
Iteration 72Q: 17 clusters Score -1.443284e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 128747 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 190328 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49179 members 
Mstep: Class 7 contains 18055 members 
Mstep: Class 8 contains 5388 members 
Mstep: Class 9 contains 3612 members 
Mstep: Class 11 contains 97631 members 
Mstep: Class 12 contains 171845 members 
Mstep: Class 13 contains 4766 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 197170 members 
Mstep: Class 17 contains 192054 members 
Mstep: Class 21 contains 30828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328192.000000 Penalty: 55181.996094
Iteration 73Q: 17 clusters Score -1.443282e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 128242 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 190380 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49137 members 
Mstep: Class 7 contains 18075 members 
Mstep: Class 8 contains 5390 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 11 contains 97780 members 
Mstep: Class 12 contains 171875 members 
Mstep: Class 13 contains 4767 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 16 contains 197312 members 
Mstep: Class 17 contains 192172 members 
Mstep: Class 21 contains 30876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328544.000000 Penalty: 55181.996094
Iteration 74Q: 17 clusters Score -1.443285e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 127680 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 190468 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49105 members 
Mstep: Class 7 contains 18091 members 
Mstep: Class 8 contains 5389 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 11 contains 97942 members 
Mstep: Class 12 contains 171909 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 197455 members 
Mstep: Class 17 contains 192290 members 
Mstep: Class 21 contains 30921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328576.000000 Penalty: 55181.996094
Iteration 75Q: 17 clusters Score -1.443286e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 127151 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 190566 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49070 members 
Mstep: Class 7 contains 18108 members 
Mstep: Class 8 contains 5391 members 
Mstep: Class 9 contains 3551 members 
Mstep: Class 11 contains 98130 members 
Mstep: Class 12 contains 171918 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 197572 members 
Mstep: Class 17 contains 192396 members 
Mstep: Class 21 contains 30956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328400.000000 Penalty: 55181.996094
Iteration 76Q: 17 clusters Score -1.443284e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 126647 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 190645 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49060 members 
Mstep: Class 7 contains 18121 members 
Mstep: Class 8 contains 5392 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 11 contains 98335 members 
Mstep: Class 12 contains 171918 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 197695 members 
Mstep: Class 17 contains 192459 members 
Mstep: Class 21 contains 30997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328368.000000 Penalty: 55181.996094
Iteration 77Q: 17 clusters Score -1.443284e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 126117 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 190720 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49043 members 
Mstep: Class 7 contains 18141 members 
Mstep: Class 8 contains 5392 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 11 contains 98539 members 
Mstep: Class 12 contains 171949 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 197825 members 
Mstep: Class 17 contains 192525 members 
Mstep: Class 21 contains 31024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328080.000000 Penalty: 55181.996094
Iteration 78Q: 17 clusters Score -1.443281e+08 nChanged 1084
Entering ConstructFrom: 
Score: -144328080.000000 Penalty: 55181.996094
Entering ConstructFrom: 
Trying to split cluster 1 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -224247.765625 Penalty: 1865.957397
	Iteration 0F: 2 clusters Score -224247.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -221811.140625 Penalty: 3731.914795
	Iteration 0F: 3 clusters Score -221811.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -222884.734375 Penalty: 3731.914795
	Iteration 1F: 3 clusters Score -222884.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -223805.468750 Penalty: 3731.914795
	Iteration 2F: 3 clusters Score -223805.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -224230.875000 Penalty: 3731.914795
	Iteration 3F: 3 clusters Score -224230.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -224533.031250 Penalty: 3731.914795
	Iteration 4F: 3 clusters Score -224533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -224743.515625 Penalty: 3731.914795
	Iteration 5Q: 3 clusters Score -224743.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -224860.953125 Penalty: 3731.914795
	Iteration 6Q: 3 clusters Score -224861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -224928.375000 Penalty: 3731.914795
	Iteration 7Q: 3 clusters Score -224928.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -224965.593750 Penalty: 3731.914795
	Iteration 8Q: 3 clusters Score -224965.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -224983.609375 Penalty: 3731.914795
	Iteration 9Q: 3 clusters Score -224983.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -225001.984375 Penalty: 3731.914795
	Iteration 10Q: 3 clusters Score -225002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -225014.671875 Penalty: 3731.914795
	Iteration 11Q: 3 clusters Score -225014.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -225037.796875 Penalty: 3731.914795
	Iteration 12Q: 3 clusters Score -225037.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -225071.859375 Penalty: 3731.914795
	Iteration 13Q: 3 clusters Score -225071.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -225121.562500 Penalty: 3731.914795
	Iteration 14Q: 3 clusters Score -225121.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -225164.515625 Penalty: 3731.914795
	Iteration 15Q: 3 clusters Score -225164.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -225231.343750 Penalty: 3731.914795
	Iteration 16Q: 3 clusters Score -225231.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -225338.125000 Penalty: 3731.914795
	Iteration 17Q: 3 clusters Score -225338.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -225438.875000 Penalty: 3731.914795
	Iteration 18Q: 3 clusters Score -225438.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -225585.906250 Penalty: 3731.914795
	Iteration 19Q: 3 clusters Score -225585.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -225808.343750 Penalty: 3731.914795
	Iteration 20F: 3 clusters Score -225808.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -226128.437500 Penalty: 3731.914795
	Iteration 21Q: 3 clusters Score -226128.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -226534.390625 Penalty: 3731.914795
	Iteration 22Q: 3 clusters Score -226534.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -226642.390625 Penalty: 3731.914795
	Iteration 23Q: 3 clusters Score -226642.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -226670.187500 Penalty: 3731.914795
	Iteration 24Q: 3 clusters Score -226670.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -226713.796875 Penalty: 3731.914795
	Iteration 25Q: 3 clusters Score -226713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -226725.015625 Penalty: 3731.914795
	Iteration 26Q: 3 clusters Score -226725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -226725.984375 Penalty: 3731.914795
	Iteration 27Q: 3 clusters Score -226726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -226727.296875 Penalty: 3731.914795
	Iteration 28Q: 3 clusters Score -226727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -226727.296875 Penalty: 3731.914795
	Iteration 29F: 3 clusters Score -226727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 125591 members 
Mstep: Class 3 contains 1531 members 
Mstep: Class 4 contains 190800 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49014 members 
Mstep: Class 7 contains 18160 members 
Mstep: Class 8 contains 5393 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 98740 members 
Mstep: Class 12 contains 171979 members 
Mstep: Class 13 contains 4781 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 197945 members 
Mstep: Class 17 contains 192596 members 
Mstep: Class 21 contains 31055 members 
Entering Unmasked Estep 
Score: -144328800.000000 Penalty: 58630.867188
Splitting cluster 1 changes total score from -144328080.000000 to -144328800.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (125591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125591 members 
Entering Unmasked Estep 
Score: -16883360.000000 Penalty: 2911.714844
	Iteration 0F: 2 clusters Score -1.688336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -16799330.000000 Penalty: 5823.429688
	Iteration 0F: 3 clusters Score -1.679933e+07 nChanged 59728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -16833288.000000 Penalty: 5823.429688
	Iteration 1F: 3 clusters Score -1.683329e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -16834146.000000 Penalty: 5823.429688
	Iteration 2Q: 3 clusters Score -1.683415e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 65113 members 
Entering Unmasked Estep 
Score: -16835124.000000 Penalty: 5823.429688
	Iteration 3Q: 3 clusters Score -1.683512e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -16836536.000000 Penalty: 5823.429688
	Iteration 4Q: 3 clusters Score -1.683654e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -16838760.000000 Penalty: 5823.429688
	Iteration 5Q: 3 clusters Score -1.683876e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
Score: -16842644.000000 Penalty: 5823.429688
	Iteration 6F: 3 clusters Score -1.684264e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -16848250.000000 Penalty: 5823.429688
	Iteration 7F: 3 clusters Score -1.684825e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -16855626.000000 Penalty: 5823.429688
	Iteration 8F: 3 clusters Score -1.685563e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 91729 members 
Entering Unmasked Estep 
Score: -16863506.000000 Penalty: 5823.429688
	Iteration 9F: 3 clusters Score -1.686351e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -16869302.000000 Penalty: 5823.429688
	Iteration 10F: 3 clusters Score -1.68693e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -16872626.000000 Penalty: 5823.429688
	Iteration 11Q: 3 clusters Score -1.687263e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -16874486.000000 Penalty: 5823.429688
	Iteration 12Q: 3 clusters Score -1.687449e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -16875774.000000 Penalty: 5823.429688
	Iteration 13Q: 3 clusters Score -1.687577e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -16876778.000000 Penalty: 5823.429688
	Iteration 14Q: 3 clusters Score -1.687678e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 109713 members 
Entering Unmasked Estep 
Score: -16877672.000000 Penalty: 5823.429688
	Iteration 15Q: 3 clusters Score -1.687767e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 111427 members 
Entering Unmasked Estep 
Score: -16878376.000000 Penalty: 5823.429688
	Iteration 16Q: 3 clusters Score -1.687838e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 112998 members 
Entering Unmasked Estep 
Score: -16878926.000000 Penalty: 5823.429688
	Iteration 17Q: 3 clusters Score -1.687893e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -16879384.000000 Penalty: 5823.429688
	Iteration 18Q: 3 clusters Score -1.687938e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 115620 members 
Entering Unmasked Estep 
Score: -16879804.000000 Penalty: 5823.429688
	Iteration 19Q: 3 clusters Score -1.68798e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
Score: -16880224.000000 Penalty: 5823.429688
	Iteration 20F: 3 clusters Score -1.688022e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 117623 members 
Entering Unmasked Estep 
Score: -16880572.000000 Penalty: 5823.429688
	Iteration 21Q: 3 clusters Score -1.688057e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 118399 members 
Entering Unmasked Estep 
Score: -16880796.000000 Penalty: 5823.429688
	Iteration 22Q: 3 clusters Score -1.68808e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -16880988.000000 Penalty: 5823.429688
	Iteration 23Q: 3 clusters Score -1.688099e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 119569 members 
Entering Unmasked Estep 
Score: -16881210.000000 Penalty: 5823.429688
	Iteration 24Q: 3 clusters Score -1.688121e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 120065 members 
Entering Unmasked Estep 
Score: -16881372.000000 Penalty: 5823.429688
	Iteration 25Q: 3 clusters Score -1.688137e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 120492 members 
Entering Unmasked Estep 
Score: -16881538.000000 Penalty: 5823.429688
	Iteration 26Q: 3 clusters Score -1.688154e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 120816 members 
Entering Unmasked Estep 
Score: -16881666.000000 Penalty: 5823.429688
	Iteration 27Q: 3 clusters Score -1.688167e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 121086 members 
Entering Unmasked Estep 
Score: -16881740.000000 Penalty: 5823.429688
	Iteration 28Q: 3 clusters Score -1.688174e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 121320 members 
Entering Unmasked Estep 
Score: -16881824.000000 Penalty: 5823.429688
	Iteration 29Q: 3 clusters Score -1.688182e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 121517 members 
Entering Unmasked Estep 
Score: -16881872.000000 Penalty: 5823.429688
	Iteration 30Q: 3 clusters Score -1.688187e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 121669 members 
Entering Unmasked Estep 
Score: -16881872.000000 Penalty: 5823.429688
	Iteration 31Q: 3 clusters Score -1.688187e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 121813 members 
Entering Unmasked Estep 
Score: -16881920.000000 Penalty: 5823.429688
	Iteration 32Q: 3 clusters Score -1.688192e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 121923 members 
Entering Unmasked Estep 
Score: -16881926.000000 Penalty: 5823.429688
	Iteration 33Q: 3 clusters Score -1.688193e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 122021 members 
Entering Unmasked Estep 
Score: -16881966.000000 Penalty: 5823.429688
	Iteration 34Q: 3 clusters Score -1.688197e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 122104 members 
Entering Unmasked Estep 
Score: -16881988.000000 Penalty: 5823.429688
	Iteration 35Q: 3 clusters Score -1.688199e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -16881980.000000 Penalty: 5823.429688
	Iteration 36Q: 3 clusters Score -1.688198e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 122249 members 
Entering Unmasked Estep 
Score: -16882004.000000 Penalty: 5823.429688
	Iteration 37Q: 3 clusters Score -1.6882e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 122294 members 
Entering Unmasked Estep 
Score: -16882004.000000 Penalty: 5823.429688
	Iteration 38Q: 3 clusters Score -1.6882e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 122343 members 
Entering Unmasked Estep 
Score: -16881996.000000 Penalty: 5823.429688
	Iteration 39Q: 3 clusters Score -1.6882e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 122378 members 
Entering Unmasked Estep 
Score: -16882012.000000 Penalty: 5823.429688
	Iteration 40F: 3 clusters Score -1.688201e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 122407 members 
Entering Unmasked Estep 
Score: -16882008.000000 Penalty: 5823.429688
	Iteration 41Q: 3 clusters Score -1.688201e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 122434 members 
Entering Unmasked Estep 
Score: -16882058.000000 Penalty: 5823.429688
	Iteration 42Q: 3 clusters Score -1.688206e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 122480 members 
Entering Unmasked Estep 
Score: -16882068.000000 Penalty: 5823.429688
	Iteration 43Q: 3 clusters Score -1.688207e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 122518 members 
Entering Unmasked Estep 
Score: -16882066.000000 Penalty: 5823.429688
	Iteration 44Q: 3 clusters Score -1.688207e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 122556 members 
Entering Unmasked Estep 
Score: -16882072.000000 Penalty: 5823.429688
	Iteration 45Q: 3 clusters Score -1.688207e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 122583 members 
Entering Unmasked Estep 
Score: -16882070.000000 Penalty: 5823.429688
	Iteration 46Q: 3 clusters Score -1.688207e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -16882070.000000 Penalty: 5823.429688
	Iteration 47Q: 3 clusters Score -1.688207e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 122633 members 
Entering Unmasked Estep 
Score: -16882096.000000 Penalty: 5823.429688
	Iteration 48Q: 3 clusters Score -1.68821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 122660 members 
Entering Unmasked Estep 
Score: -16882096.000000 Penalty: 5823.429688
	Iteration 49Q: 3 clusters Score -1.68821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 122678 members 
Entering Unmasked Estep 
Score: -16882100.000000 Penalty: 5823.429688
	Iteration 50Q: 3 clusters Score -1.68821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 122688 members 
Entering Unmasked Estep 
Score: -16882086.000000 Penalty: 5823.429688
	Iteration 51Q: 3 clusters Score -1.688209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 122692 members 
Entering Unmasked Estep 
Score: -16882080.000000 Penalty: 5823.429688
	Iteration 52Q: 3 clusters Score -1.688208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 122699 members 
Entering Unmasked Estep 
Score: -16882090.000000 Penalty: 5823.429688
	Iteration 53Q: 3 clusters Score -1.688209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 122711 members 
Entering Unmasked Estep 
Score: -16882106.000000 Penalty: 5823.429688
	Iteration 54Q: 3 clusters Score -1.688211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 122729 members 
Entering Unmasked Estep 
Score: -16882084.000000 Penalty: 5823.429688
	Iteration 55Q: 3 clusters Score -1.688208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 122743 members 
Entering Unmasked Estep 
Score: -16882084.000000 Penalty: 5823.429688
	Iteration 56Q: 3 clusters Score -1.688208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -16882110.000000 Penalty: 5823.429688
	Iteration 57Q: 3 clusters Score -1.688211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 122760 members 
Entering Unmasked Estep 
Score: -16882090.000000 Penalty: 5823.429688
	Iteration 58Q: 3 clusters Score -1.688209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 122770 members 
Entering Unmasked Estep 
Score: -16882092.000000 Penalty: 5823.429688
	Iteration 59Q: 3 clusters Score -1.688209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 122786 members 
Entering Unmasked Estep 
Score: -16882118.000000 Penalty: 5823.429688
	Iteration 60F: 3 clusters Score -1.688212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 122796 members 
Entering Unmasked Estep 
Score: -16882122.000000 Penalty: 5823.429688
	Iteration 61Q: 3 clusters Score -1.688212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 122801 members 
Entering Unmasked Estep 
Score: -16882126.000000 Penalty: 5823.429688
	Iteration 62Q: 3 clusters Score -1.688213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 122809 members 
Entering Unmasked Estep 
Score: -16882112.000000 Penalty: 5823.429688
	Iteration 63Q: 3 clusters Score -1.688211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 122815 members 
Entering Unmasked Estep 
Score: -16882120.000000 Penalty: 5823.429688
	Iteration 64Q: 3 clusters Score -1.688212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 122822 members 
Entering Unmasked Estep 
Score: -16882118.000000 Penalty: 5823.429688
	Iteration 65Q: 3 clusters Score -1.688212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 122825 members 
Entering Unmasked Estep 
Score: -16882134.000000 Penalty: 5823.429688
	Iteration 66Q: 3 clusters Score -1.688213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 122829 members 
Entering Unmasked Estep 
Score: -16882114.000000 Penalty: 5823.429688
	Iteration 67Q: 3 clusters Score -1.688211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 122832 members 
Entering Unmasked Estep 
Score: -16882124.000000 Penalty: 5823.429688
	Iteration 68Q: 3 clusters Score -1.688212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 122834 members 
Entering Unmasked Estep 
Score: -16882122.000000 Penalty: 5823.429688
	Iteration 69Q: 3 clusters Score -1.688212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 122840 members 
Entering Unmasked Estep 
Score: -16882114.000000 Penalty: 5823.429688
	Iteration 70Q: 3 clusters Score -1.688211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 122844 members 
Entering Unmasked Estep 
Score: -16882114.000000 Penalty: 5823.429688
	Iteration 71Q: 3 clusters Score -1.688211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 122850 members 
Entering Unmasked Estep 
Score: -16882124.000000 Penalty: 5823.429688
	Iteration 72Q: 3 clusters Score -1.688212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 122853 members 
Entering Unmasked Estep 
Score: -16882118.000000 Penalty: 5823.429688
	Iteration 73Q: 3 clusters Score -1.688212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 122857 members 
Entering Unmasked Estep 
Score: -16882124.000000 Penalty: 5823.429688
	Iteration 74Q: 3 clusters Score -1.688212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 122865 members 
Entering Unmasked Estep 
Score: -16882138.000000 Penalty: 5823.429688
	Iteration 75Q: 3 clusters Score -1.688214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 122869 members 
Entering Unmasked Estep 
Score: -16882138.000000 Penalty: 5823.429688
	Iteration 76Q: 3 clusters Score -1.688214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -16882148.000000 Penalty: 5823.429688
	Iteration 77Q: 3 clusters Score -1.688215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -16882140.000000 Penalty: 5823.429688
	Iteration 78Q: 3 clusters Score -1.688214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -16882142.000000 Penalty: 5823.429688
	Iteration 79Q: 3 clusters Score -1.688214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 122875 members 
Entering Unmasked Estep 
Score: -16882148.000000 Penalty: 5823.429688
	Iteration 80F: 3 clusters Score -1.688215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -16882158.000000 Penalty: 5823.429688
	Iteration 81Q: 3 clusters Score -1.688216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -16882158.000000 Penalty: 5823.429688
	Iteration 82F: 3 clusters Score -1.688216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -191149.312500 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -191149.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -188911.437500 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -188911.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -189578.218750 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -189578.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -189846.437500 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -189846.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -189999.406250 Penalty: 3637.503418
	Iteration 3F: 3 clusters Score -189999.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -190099.593750 Penalty: 3637.503418
	Iteration 4Q: 3 clusters Score -190099.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -190192.093750 Penalty: 3637.503418
	Iteration 5Q: 3 clusters Score -190192.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -190255.328125 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -190255.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -190291.125000 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -190291.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -190316.359375 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -190316.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -190343.156250 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -190343.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -190356.500000 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -190356.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -190366.656250 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -190366.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -190369.265625 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -190369.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -190371.656250 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -190371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -190383.234375 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -190383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -190401.390625 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -190401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -190417.234375 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -190417.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -190422.734375 Penalty: 3637.503418
	Iteration 17Q: 3 clusters Score -190422.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -190434.031250 Penalty: 3637.503418
	Iteration 18Q: 3 clusters Score -190434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -190451.500000 Penalty: 3637.503418
	Iteration 19Q: 3 clusters Score -190451.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -190465.156250 Penalty: 3637.503418
	Iteration 20F: 3 clusters Score -190465.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -190480.015625 Penalty: 3637.503418
	Iteration 21Q: 3 clusters Score -190480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -190496.140625 Penalty: 3637.503418
	Iteration 22Q: 3 clusters Score -190496.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -190522.343750 Penalty: 3637.503418
	Iteration 23Q: 3 clusters Score -190522.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -190568.828125 Penalty: 3637.503418
	Iteration 24Q: 3 clusters Score -190568.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -190628.203125 Penalty: 3637.503418
	Iteration 25Q: 3 clusters Score -190628.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -190714.328125 Penalty: 3637.503418
	Iteration 26Q: 3 clusters Score -190714.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -190822.375000 Penalty: 3637.503418
	Iteration 27Q: 3 clusters Score -190822.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -190936.765625 Penalty: 3637.503418
	Iteration 28Q: 3 clusters Score -190936.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -191042.375000 Penalty: 3637.503418
	Iteration 29Q: 3 clusters Score -191042.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -191103.843750 Penalty: 3637.503418
	Iteration 30Q: 3 clusters Score -191103.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -191123.984375 Penalty: 3637.503418
	Iteration 31Q: 3 clusters Score -191124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -191136.312500 Penalty: 3637.503418
	Iteration 32Q: 3 clusters Score -191136.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -191143.171875 Penalty: 3637.503418
	Iteration 33Q: 3 clusters Score -191143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -191147.359375 Penalty: 3637.503418
	Iteration 34Q: 3 clusters Score -191147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -191148.156250 Penalty: 3637.503418
	Iteration 35Q: 3 clusters Score -191148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -191148.156250 Penalty: 3637.503418
	Iteration 36F: 3 clusters Score -191148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (190800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190800 members 
Entering Unmasked Estep 
Score: -25592276.000000 Penalty: 3015.427246
	Iteration 0F: 2 clusters Score -2.559228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -25469352.000000 Penalty: 6030.854492
	Iteration 0F: 3 clusters Score -2.546935e+07 nChanged 91906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92201 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -25524362.000000 Penalty: 6030.854492
	Iteration 1F: 3 clusters Score -2.552436e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
Score: -25525926.000000 Penalty: 6030.854492
	Iteration 2Q: 3 clusters Score -2.552593e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -25528176.000000 Penalty: 6030.854492
	Iteration 3Q: 3 clusters Score -2.552818e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 108238 members 
Entering Unmasked Estep 
Score: -25531304.000000 Penalty: 6030.854492
	Iteration 4Q: 3 clusters Score -2.55313e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 114808 members 
Entering Unmasked Estep 
Score: -25535816.000000 Penalty: 6030.854492
	Iteration 5Q: 3 clusters Score -2.553582e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -25542084.000000 Penalty: 6030.854492
	Iteration 6F: 3 clusters Score -2.554208e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 133997 members 
Entering Unmasked Estep 
Score: -25550596.000000 Penalty: 6030.854492
	Iteration 7F: 3 clusters Score -2.55506e+07 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 145407 members 
Entering Unmasked Estep 
Score: -25560738.000000 Penalty: 6030.854492
	Iteration 8F: 3 clusters Score -2.556074e+07 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 156514 members 
Entering Unmasked Estep 
Score: -25570300.000000 Penalty: 6030.854492
	Iteration 9F: 3 clusters Score -2.55703e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 166186 members 
Entering Unmasked Estep 
Score: -25578250.000000 Penalty: 6030.854492
	Iteration 10F: 3 clusters Score -2.557825e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 173800 members 
Entering Unmasked Estep 
Score: -25584446.000000 Penalty: 6030.854492
	Iteration 11Q: 3 clusters Score -2.558445e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 179275 members 
Entering Unmasked Estep 
Score: -25588848.000000 Penalty: 6030.854492
	Iteration 12Q: 3 clusters Score -2.558885e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 182907 members 
Entering Unmasked Estep 
Score: -25592064.000000 Penalty: 6030.854492
	Iteration 13Q: 3 clusters Score -2.559206e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 185020 members 
Entering Unmasked Estep 
Score: -25594298.000000 Penalty: 6030.854492
	Iteration 14Q: 3 clusters Score -2.55943e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 186161 members 
Entering Unmasked Estep 
Score: -25595594.000000 Penalty: 6030.854492
	Iteration 15Q: 3 clusters Score -2.559559e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 186707 members 
Entering Unmasked Estep 
Score: -25596080.000000 Penalty: 6030.854492
	Iteration 16Q: 3 clusters Score -2.559608e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 186968 members 
Entering Unmasked Estep 
Score: -25596312.000000 Penalty: 6030.854492
	Iteration 17Q: 3 clusters Score -2.559631e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 187118 members 
Entering Unmasked Estep 
Score: -25596412.000000 Penalty: 6030.854492
	Iteration 18Q: 3 clusters Score -2.559641e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 187188 members 
Entering Unmasked Estep 
Score: -25596492.000000 Penalty: 6030.854492
	Iteration 19Q: 3 clusters Score -2.559649e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 187252 members 
Entering Unmasked Estep 
Score: -25597010.000000 Penalty: 6030.854492
	Iteration 20F: 3 clusters Score -2.559701e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 187126 members 
Entering Unmasked Estep 
Score: -25597198.000000 Penalty: 6030.854492
	Iteration 21Q: 3 clusters Score -2.55972e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 187042 members 
Entering Unmasked Estep 
Score: -25597292.000000 Penalty: 6030.854492
	Iteration 22Q: 3 clusters Score -2.559729e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 186993 members 
Entering Unmasked Estep 
Score: -25597322.000000 Penalty: 6030.854492
	Iteration 23Q: 3 clusters Score -2.559732e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 186934 members 
Entering Unmasked Estep 
Score: -25597346.000000 Penalty: 6030.854492
	Iteration 24Q: 3 clusters Score -2.559735e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 186899 members 
Entering Unmasked Estep 
Score: -25597384.000000 Penalty: 6030.854492
	Iteration 25Q: 3 clusters Score -2.559738e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 186851 members 
Entering Unmasked Estep 
Score: -25597380.000000 Penalty: 6030.854492
	Iteration 26Q: 3 clusters Score -2.559738e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 186825 members 
Entering Unmasked Estep 
Score: -25597364.000000 Penalty: 6030.854492
	Iteration 27Q: 3 clusters Score -2.559736e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 186800 members 
Entering Unmasked Estep 
Score: -25597346.000000 Penalty: 6030.854492
	Iteration 28Q: 3 clusters Score -2.559735e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 186777 members 
Entering Unmasked Estep 
Score: -25597362.000000 Penalty: 6030.854492
	Iteration 29Q: 3 clusters Score -2.559736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 186763 members 
Entering Unmasked Estep 
Score: -25597358.000000 Penalty: 6030.854492
	Iteration 30Q: 3 clusters Score -2.559736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 186747 members 
Entering Unmasked Estep 
Score: -25597386.000000 Penalty: 6030.854492
	Iteration 31Q: 3 clusters Score -2.559739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 186732 members 
Entering Unmasked Estep 
Score: -25597406.000000 Penalty: 6030.854492
	Iteration 32Q: 3 clusters Score -2.559741e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 186726 members 
Entering Unmasked Estep 
Score: -25597400.000000 Penalty: 6030.854492
	Iteration 33Q: 3 clusters Score -2.55974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 186724 members 
Entering Unmasked Estep 
Score: -25597400.000000 Penalty: 6030.854492
	Iteration 34Q: 3 clusters Score -2.55974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 186720 members 
Entering Unmasked Estep 
Score: -25597418.000000 Penalty: 6030.854492
	Iteration 35Q: 3 clusters Score -2.559742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 186717 members 
Entering Unmasked Estep 
Score: -25597436.000000 Penalty: 6030.854492
	Iteration 36Q: 3 clusters Score -2.559744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 186710 members 
Entering Unmasked Estep 
Score: -25597444.000000 Penalty: 6030.854492
	Iteration 37Q: 3 clusters Score -2.559744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 186702 members 
Entering Unmasked Estep 
Score: -25597448.000000 Penalty: 6030.854492
	Iteration 38Q: 3 clusters Score -2.559745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 186696 members 
Entering Unmasked Estep 
Score: -25597436.000000 Penalty: 6030.854492
	Iteration 39Q: 3 clusters Score -2.559744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 186690 members 
Entering Unmasked Estep 
Score: -25597446.000000 Penalty: 6030.854492
	Iteration 40F: 3 clusters Score -2.559745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 186679 members 
Entering Unmasked Estep 
Score: -25597466.000000 Penalty: 6030.854492
	Iteration 41Q: 3 clusters Score -2.559747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 186677 members 
Entering Unmasked Estep 
Score: -25597460.000000 Penalty: 6030.854492
	Iteration 42Q: 3 clusters Score -2.559746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 186671 members 
Entering Unmasked Estep 
Score: -25597462.000000 Penalty: 6030.854492
	Iteration 43Q: 3 clusters Score -2.559746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 186663 members 
Entering Unmasked Estep 
Score: -25597464.000000 Penalty: 6030.854492
	Iteration 44Q: 3 clusters Score -2.559746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 186661 members 
Entering Unmasked Estep 
Score: -25597454.000000 Penalty: 6030.854492
	Iteration 45Q: 3 clusters Score -2.559745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 186655 members 
Entering Unmasked Estep 
Score: -25597450.000000 Penalty: 6030.854492
	Iteration 46Q: 3 clusters Score -2.559745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 186646 members 
Entering Unmasked Estep 
Score: -25597448.000000 Penalty: 6030.854492
	Iteration 47Q: 3 clusters Score -2.559745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 186641 members 
Entering Unmasked Estep 
Score: -25597458.000000 Penalty: 6030.854492
	Iteration 48Q: 3 clusters Score -2.559746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 186639 members 
Entering Unmasked Estep 
Score: -25597450.000000 Penalty: 6030.854492
	Iteration 49Q: 3 clusters Score -2.559745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 186639 members 
Entering Unmasked Estep 
Score: -25597450.000000 Penalty: 6030.854492
	Iteration 50Q: 3 clusters Score -2.559745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 186640 members 
Entering Unmasked Estep 
Score: -25597442.000000 Penalty: 6030.854492
	Iteration 51Q: 3 clusters Score -2.559744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 186640 members 
Entering Unmasked Estep 
Score: -25597442.000000 Penalty: 6030.854492
	Iteration 52F: 3 clusters Score -2.559744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 125591 members 
Mstep: Class 3 contains 1531 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 49014 members 
Mstep: Class 7 contains 18160 members 
Mstep: Class 8 contains 5393 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 98740 members 
Mstep: Class 12 contains 171979 members 
Mstep: Class 13 contains 4781 members 
Mstep: Class 14 contains 186640 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 197945 members 
Mstep: Class 17 contains 192596 members 
Mstep: Class 21 contains 31055 members 
Entering Unmasked Estep 
Score: -144333872.000000 Penalty: 62079.742188
Splitting cluster 4 changes total score from -144328080.000000 to -144333872.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -141157.875000 Penalty: 1757.925415
	Iteration 0F: 2 clusters Score -141157.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -139123.921875 Penalty: 3515.850830
	Iteration 0F: 3 clusters Score -139123.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -139648.703125 Penalty: 3515.850830
	Iteration 1F: 3 clusters Score -139648.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -140107.921875 Penalty: 3515.850830
	Iteration 2F: 3 clusters Score -140107.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -140447.203125 Penalty: 3515.850830
	Iteration 3F: 3 clusters Score -140447.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140868.906250 Penalty: 3515.850830
	Iteration 4F: 3 clusters Score -140868.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -141406.593750 Penalty: 3515.850830
	Iteration 5F: 3 clusters Score -141406.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -141863.203125 Penalty: 3515.850830
	Iteration 6F: 3 clusters Score -141863.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142128.281250 Penalty: 3515.850830
	Iteration 7Q: 3 clusters Score -142128.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -142210.812500 Penalty: 3515.850830
	Iteration 8Q: 3 clusters Score -142210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -142231.234375 Penalty: 3515.850830
	Iteration 9Q: 3 clusters Score -142231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -142235.953125 Penalty: 3515.850830
	Iteration 10Q: 3 clusters Score -142236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -142238.968750 Penalty: 3515.850830
	Iteration 11Q: 3 clusters Score -142239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -142240.968750 Penalty: 3515.850830
	Iteration 12Q: 3 clusters Score -142241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -142241.625000 Penalty: 3515.850830
	Iteration 13Q: 3 clusters Score -142241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -142241.890625 Penalty: 3515.850830
	Iteration 14Q: 3 clusters Score -142241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -142241.890625 Penalty: 3515.850830
	Iteration 15F: 3 clusters Score -142241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 125591 members 
Mstep: Class 3 contains 1531 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 49014 members 
Mstep: Class 7 contains 18160 members 
Mstep: Class 8 contains 5393 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 98740 members 
Mstep: Class 12 contains 171979 members 
Mstep: Class 13 contains 4781 members 
Mstep: Class 14 contains 186640 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 197945 members 
Mstep: Class 17 contains 192596 members 
Mstep: Class 18 contains 735 members 
Mstep: Class 21 contains 31055 members 
Entering Unmasked Estep 
Score: -144333200.000000 Penalty: 65528.617188
Splitting cluster 5 changes total score from -144328080.000000 to -144333200.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (49014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Entering Unmasked Estep 
Score: -6390883.000000 Penalty: 2678.365479
	Iteration 0F: 2 clusters Score -6390883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -6357885.000000 Penalty: 5356.730957
	Iteration 0F: 3 clusters Score -6357885 nChanged 22722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -6370310.000000 Penalty: 5356.730957
	Iteration 1F: 3 clusters Score -6370310 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -6370752.000000 Penalty: 5356.730957
	Iteration 2Q: 3 clusters Score -6370752 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -6371193.500000 Penalty: 5356.730957
	Iteration 3Q: 3 clusters Score -6371194 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -6371818.000000 Penalty: 5356.730957
	Iteration 4Q: 3 clusters Score -6371818 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -6372717.000000 Penalty: 5356.730957
	Iteration 5Q: 3 clusters Score -6372717 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -6374143.000000 Penalty: 5356.730957
	Iteration 6F: 3 clusters Score -6374143 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -6376436.000000 Penalty: 5356.730957
	Iteration 7F: 3 clusters Score -6376436 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -6379583.500000 Penalty: 5356.730957
	Iteration 8F: 3 clusters Score -6379584 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -6383044.500000 Penalty: 5356.730957
	Iteration 9F: 3 clusters Score -6383044 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -6385817.500000 Penalty: 5356.730957
	Iteration 10F: 3 clusters Score -6385818 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -6387450.000000 Penalty: 5356.730957
	Iteration 11Q: 3 clusters Score -6387450 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -6388089.500000 Penalty: 5356.730957
	Iteration 12Q: 3 clusters Score -6388090 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -6388391.000000 Penalty: 5356.730957
	Iteration 13Q: 3 clusters Score -6388391 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -6388488.500000 Penalty: 5356.730957
	Iteration 14Q: 3 clusters Score -6388488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -6388548.000000 Penalty: 5356.730957
	Iteration 15Q: 3 clusters Score -6388548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -6388572.500000 Penalty: 5356.730957
	Iteration 16Q: 3 clusters Score -6388572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -6388578.000000 Penalty: 5356.730957
	Iteration 17Q: 3 clusters Score -6388578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -6388584.000000 Penalty: 5356.730957
	Iteration 18Q: 3 clusters Score -6388584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -6388596.000000 Penalty: 5356.730957
	Iteration 19Q: 3 clusters Score -6388596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -6388599.000000 Penalty: 5356.730957
	Iteration 20F: 3 clusters Score -6388599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -6388608.000000 Penalty: 5356.730957
	Iteration 21Q: 3 clusters Score -6388608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -6388618.500000 Penalty: 5356.730957
	Iteration 22Q: 3 clusters Score -6388618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -6388626.500000 Penalty: 5356.730957
	Iteration 23Q: 3 clusters Score -6388626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -6388631.500000 Penalty: 5356.730957
	Iteration 24Q: 3 clusters Score -6388632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -6388635.500000 Penalty: 5356.730957
	Iteration 25Q: 3 clusters Score -6388636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -6388643.000000 Penalty: 5356.730957
	Iteration 26Q: 3 clusters Score -6388643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -6388649.500000 Penalty: 5356.730957
	Iteration 27Q: 3 clusters Score -6388650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -6388649.000000 Penalty: 5356.730957
	Iteration 28Q: 3 clusters Score -6388649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -6388647.000000 Penalty: 5356.730957
	Iteration 29Q: 3 clusters Score -6388647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -6388646.500000 Penalty: 5356.730957
	Iteration 30Q: 3 clusters Score -6388646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -6388648.000000 Penalty: 5356.730957
	Iteration 31Q: 3 clusters Score -6388648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -6388650.000000 Penalty: 5356.730957
	Iteration 32Q: 3 clusters Score -6388650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -6388648.500000 Penalty: 5356.730957
	Iteration 33Q: 3 clusters Score -6388648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -6388648.500000 Penalty: 5356.730957
	Iteration 34F: 3 clusters Score -6388648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Entering Unmasked Estep 
Score: -2332005.500000 Penalty: 2432.130127
	Iteration 0F: 2 clusters Score -2332006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2319202.250000 Penalty: 4864.260254
	Iteration 0F: 3 clusters Score -2319202 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2323778.000000 Penalty: 4864.260254
	Iteration 1F: 3 clusters Score -2323778 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2324476.250000 Penalty: 4864.260254
	Iteration 2F: 3 clusters Score -2324476 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2325070.500000 Penalty: 4864.260254
	Iteration 3F: 3 clusters Score -2325070 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2325634.500000 Penalty: 4864.260254
	Iteration 4F: 3 clusters Score -2325634 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2326225.500000 Penalty: 4864.260254
	Iteration 5F: 3 clusters Score -2326226 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2326840.500000 Penalty: 4864.260254
	Iteration 6F: 3 clusters Score -2326840 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2327384.500000 Penalty: 4864.260254
	Iteration 7F: 3 clusters Score -2327384 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2327812.500000 Penalty: 4864.260254
	Iteration 8Q: 3 clusters Score -2327812 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2328150.000000 Penalty: 4864.260254
	Iteration 9Q: 3 clusters Score -2328150 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2328415.500000 Penalty: 4864.260254
	Iteration 10Q: 3 clusters Score -2328416 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2328659.750000 Penalty: 4864.260254
	Iteration 11Q: 3 clusters Score -2328660 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2328891.750000 Penalty: 4864.260254
	Iteration 12Q: 3 clusters Score -2328892 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2329091.500000 Penalty: 4864.260254
	Iteration 13Q: 3 clusters Score -2329092 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2329288.750000 Penalty: 4864.260254
	Iteration 14Q: 3 clusters Score -2329289 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2329507.750000 Penalty: 4864.260254
	Iteration 15Q: 3 clusters Score -2329508 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2329756.500000 Penalty: 4864.260254
	Iteration 16Q: 3 clusters Score -2329756 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2330010.250000 Penalty: 4864.260254
	Iteration 17Q: 3 clusters Score -2330010 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2330233.250000 Penalty: 4864.260254
	Iteration 18Q: 3 clusters Score -2330233 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2330415.750000 Penalty: 4864.260254
	Iteration 19Q: 3 clusters Score -2330416 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2330560.250000 Penalty: 4864.260254
	Iteration 20F: 3 clusters Score -2330560 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2330689.750000 Penalty: 4864.260254
	Iteration 21Q: 3 clusters Score -2330690 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2330796.500000 Penalty: 4864.260254
	Iteration 22Q: 3 clusters Score -2330796 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2330910.000000 Penalty: 4864.260254
	Iteration 23Q: 3 clusters Score -2330910 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2330998.500000 Penalty: 4864.260254
	Iteration 24Q: 3 clusters Score -2330998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2331075.500000 Penalty: 4864.260254
	Iteration 25Q: 3 clusters Score -2331076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2331121.250000 Penalty: 4864.260254
	Iteration 26Q: 3 clusters Score -2331121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2331144.750000 Penalty: 4864.260254
	Iteration 27Q: 3 clusters Score -2331145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2331161.000000 Penalty: 4864.260254
	Iteration 28Q: 3 clusters Score -2331161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2331180.000000 Penalty: 4864.260254
	Iteration 29Q: 3 clusters Score -2331180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2331195.500000 Penalty: 4864.260254
	Iteration 30Q: 3 clusters Score -2331196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2331207.500000 Penalty: 4864.260254
	Iteration 31Q: 3 clusters Score -2331208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2331236.250000 Penalty: 4864.260254
	Iteration 32Q: 3 clusters Score -2331236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2331249.250000 Penalty: 4864.260254
	Iteration 33Q: 3 clusters Score -2331249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2331255.500000 Penalty: 4864.260254
	Iteration 34Q: 3 clusters Score -2331256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2331260.750000 Penalty: 4864.260254
	Iteration 35Q: 3 clusters Score -2331261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2331264.500000 Penalty: 4864.260254
	Iteration 36Q: 3 clusters Score -2331264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2331264.750000 Penalty: 4864.260254
	Iteration 37Q: 3 clusters Score -2331265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2331264.250000 Penalty: 4864.260254
	Iteration 38Q: 3 clusters Score -2331264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2331272.250000 Penalty: 4864.260254
	Iteration 39Q: 3 clusters Score -2331272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2331270.500000 Penalty: 4864.260254
	Iteration 40F: 3 clusters Score -2331270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2331276.750000 Penalty: 4864.260254
	Iteration 41Q: 3 clusters Score -2331277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2331279.000000 Penalty: 4864.260254
	Iteration 42Q: 3 clusters Score -2331279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2331279.000000 Penalty: 4864.260254
	Iteration 43Q: 3 clusters Score -2331279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2331282.000000 Penalty: 4864.260254
	Iteration 44Q: 3 clusters Score -2331282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2331283.000000 Penalty: 4864.260254
	Iteration 45Q: 3 clusters Score -2331283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2331284.750000 Penalty: 4864.260254
	Iteration 46Q: 3 clusters Score -2331285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2331284.000000 Penalty: 4864.260254
	Iteration 47Q: 3 clusters Score -2331284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2331284.250000 Penalty: 4864.260254
	Iteration 48Q: 3 clusters Score -2331284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2331284.250000 Penalty: 4864.260254
	Iteration 49F: 3 clusters Score -2331284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Entering Unmasked Estep 
Score: -713035.562500 Penalty: 2131.028564
	Iteration 0F: 2 clusters Score -713035.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -708245.000000 Penalty: 4262.057129
	Iteration 0F: 3 clusters Score -708245 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -709452.812500 Penalty: 4262.057129
	Iteration 1F: 3 clusters Score -709452.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -709685.687500 Penalty: 4262.057129
	Iteration 2F: 3 clusters Score -709685.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -709830.187500 Penalty: 4262.057129
	Iteration 3Q: 3 clusters Score -709830.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -709936.750000 Penalty: 4262.057129
	Iteration 4Q: 3 clusters Score -709936.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -710029.000000 Penalty: 4262.057129
	Iteration 5Q: 3 clusters Score -710029 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -710112.250000 Penalty: 4262.057129
	Iteration 6Q: 3 clusters Score -710112.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -710201.937500 Penalty: 4262.057129
	Iteration 7Q: 3 clusters Score -710201.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -710301.437500 Penalty: 4262.057129
	Iteration 8Q: 3 clusters Score -710301.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -710378.687500 Penalty: 4262.057129
	Iteration 9Q: 3 clusters Score -710378.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -710468.875000 Penalty: 4262.057129
	Iteration 10Q: 3 clusters Score -710468.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -710540.812500 Penalty: 4262.057129
	Iteration 11Q: 3 clusters Score -710540.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -710589.875000 Penalty: 4262.057129
	Iteration 12Q: 3 clusters Score -710589.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -710633.125000 Penalty: 4262.057129
	Iteration 13Q: 3 clusters Score -710633.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -710678.625000 Penalty: 4262.057129
	Iteration 14Q: 3 clusters Score -710678.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -710719.875000 Penalty: 4262.057129
	Iteration 15Q: 3 clusters Score -710719.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -710755.625000 Penalty: 4262.057129
	Iteration 16Q: 3 clusters Score -710755.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -710790.437500 Penalty: 4262.057129
	Iteration 17Q: 3 clusters Score -710790.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -710818.000000 Penalty: 4262.057129
	Iteration 18Q: 3 clusters Score -710818 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -710850.750000 Penalty: 4262.057129
	Iteration 19Q: 3 clusters Score -710850.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -710877.625000 Penalty: 4262.057129
	Iteration 20F: 3 clusters Score -710877.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -710913.937500 Penalty: 4262.057129
	Iteration 21Q: 3 clusters Score -710913.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -710949.437500 Penalty: 4262.057129
	Iteration 22Q: 3 clusters Score -710949.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -710987.000000 Penalty: 4262.057129
	Iteration 23Q: 3 clusters Score -710987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -711017.375000 Penalty: 4262.057129
	Iteration 24Q: 3 clusters Score -711017.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -711034.875000 Penalty: 4262.057129
	Iteration 25Q: 3 clusters Score -711034.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -711050.125000 Penalty: 4262.057129
	Iteration 26Q: 3 clusters Score -711050.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -711062.750000 Penalty: 4262.057129
	Iteration 27Q: 3 clusters Score -711062.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -711076.187500 Penalty: 4262.057129
	Iteration 28Q: 3 clusters Score -711076.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -711085.937500 Penalty: 4262.057129
	Iteration 29Q: 3 clusters Score -711085.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -711093.562500 Penalty: 4262.057129
	Iteration 30Q: 3 clusters Score -711093.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -711100.500000 Penalty: 4262.057129
	Iteration 31Q: 3 clusters Score -711100.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -711104.062500 Penalty: 4262.057129
	Iteration 32Q: 3 clusters Score -711104.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -711107.375000 Penalty: 4262.057129
	Iteration 33Q: 3 clusters Score -711107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -711107.875000 Penalty: 4262.057129
	Iteration 34Q: 3 clusters Score -711107.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -711110.437500 Penalty: 4262.057129
	Iteration 35Q: 3 clusters Score -711110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -711112.812500 Penalty: 4262.057129
	Iteration 36Q: 3 clusters Score -711112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -711113.437500 Penalty: 4262.057129
	Iteration 37Q: 3 clusters Score -711113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -711113.750000 Penalty: 4262.057129
	Iteration 38Q: 3 clusters Score -711113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -711115.187500 Penalty: 4262.057129
	Iteration 39Q: 3 clusters Score -711115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -711115.375000 Penalty: 4262.057129
	Iteration 40F: 3 clusters Score -711115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -711115.000000 Penalty: 4262.057129
	Iteration 41Q: 3 clusters Score -711115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -711115.000000 Penalty: 4262.057129
	Iteration 42F: 3 clusters Score -711115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Entering Unmasked Estep 
Score: -448236.187500 Penalty: 2024.233398
	Iteration 0F: 2 clusters Score -448236.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -444653.843750 Penalty: 4048.466797
	Iteration 0F: 3 clusters Score -444653.8 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -445430.562500 Penalty: 4048.466797
	Iteration 1F: 3 clusters Score -445430.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -445596.468750 Penalty: 4048.466797
	Iteration 2F: 3 clusters Score -445596.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -445689.875000 Penalty: 4048.466797
	Iteration 3Q: 3 clusters Score -445689.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -445765.750000 Penalty: 4048.466797
	Iteration 4Q: 3 clusters Score -445765.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -445825.000000 Penalty: 4048.466797
	Iteration 5Q: 3 clusters Score -445825 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -445874.718750 Penalty: 4048.466797
	Iteration 6Q: 3 clusters Score -445874.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -445923.250000 Penalty: 4048.466797
	Iteration 7Q: 3 clusters Score -445923.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -445966.656250 Penalty: 4048.466797
	Iteration 8Q: 3 clusters Score -445966.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -446008.343750 Penalty: 4048.466797
	Iteration 9Q: 3 clusters Score -446008.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -446050.031250 Penalty: 4048.466797
	Iteration 10Q: 3 clusters Score -446050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -446093.375000 Penalty: 4048.466797
	Iteration 11Q: 3 clusters Score -446093.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -446133.031250 Penalty: 4048.466797
	Iteration 12Q: 3 clusters Score -446133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -446164.312500 Penalty: 4048.466797
	Iteration 13Q: 3 clusters Score -446164.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -446192.281250 Penalty: 4048.466797
	Iteration 14Q: 3 clusters Score -446192.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -446215.031250 Penalty: 4048.466797
	Iteration 15Q: 3 clusters Score -446215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -446235.656250 Penalty: 4048.466797
	Iteration 16Q: 3 clusters Score -446235.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -446253.343750 Penalty: 4048.466797
	Iteration 17Q: 3 clusters Score -446253.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -446261.500000 Penalty: 4048.466797
	Iteration 18Q: 3 clusters Score -446261.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -446266.281250 Penalty: 4048.466797
	Iteration 19Q: 3 clusters Score -446266.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -446272.406250 Penalty: 4048.466797
	Iteration 20F: 3 clusters Score -446272.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -446279.187500 Penalty: 4048.466797
	Iteration 21Q: 3 clusters Score -446279.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -446288.750000 Penalty: 4048.466797
	Iteration 22Q: 3 clusters Score -446288.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -446298.875000 Penalty: 4048.466797
	Iteration 23Q: 3 clusters Score -446298.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -446306.718750 Penalty: 4048.466797
	Iteration 24Q: 3 clusters Score -446306.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -446312.781250 Penalty: 4048.466797
	Iteration 25Q: 3 clusters Score -446312.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -446319.281250 Penalty: 4048.466797
	Iteration 26Q: 3 clusters Score -446319.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -446327.468750 Penalty: 4048.466797
	Iteration 27Q: 3 clusters Score -446327.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -446332.843750 Penalty: 4048.466797
	Iteration 28Q: 3 clusters Score -446332.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -446335.593750 Penalty: 4048.466797
	Iteration 29Q: 3 clusters Score -446335.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -446340.593750 Penalty: 4048.466797
	Iteration 30Q: 3 clusters Score -446340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -446344.187500 Penalty: 4048.466797
	Iteration 31Q: 3 clusters Score -446344.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -446345.750000 Penalty: 4048.466797
	Iteration 32Q: 3 clusters Score -446345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -446346.625000 Penalty: 4048.466797
	Iteration 33Q: 3 clusters Score -446346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -446348.218750 Penalty: 4048.466797
	Iteration 34Q: 3 clusters Score -446348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -446349.437500 Penalty: 4048.466797
	Iteration 35Q: 3 clusters Score -446349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -446349.812500 Penalty: 4048.466797
	Iteration 36Q: 3 clusters Score -446349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -446350.062500 Penalty: 4048.466797
	Iteration 37Q: 3 clusters Score -446350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -446350.062500 Penalty: 4048.466797
	Iteration 38F: 3 clusters Score -446350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (98740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98740 members 
Entering Unmasked Estep 
Score: -13308382.000000 Penalty: 2852.060791
	Iteration 0F: 2 clusters Score -1.330838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -13242300.000000 Penalty: 5704.121582
	Iteration 0F: 3 clusters Score -1.32423e+07 nChanged 46693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -13268829.000000 Penalty: 5704.121582
	Iteration 1F: 3 clusters Score -1.326883e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -13269298.000000 Penalty: 5704.121582
	Iteration 2Q: 3 clusters Score -1.32693e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -13269876.000000 Penalty: 5704.121582
	Iteration 3Q: 3 clusters Score -1.326988e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -13270492.000000 Penalty: 5704.121582
	Iteration 4Q: 3 clusters Score -1.327049e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -13271275.000000 Penalty: 5704.121582
	Iteration 5Q: 3 clusters Score -1.327128e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -13272425.000000 Penalty: 5704.121582
	Iteration 6Q: 3 clusters Score -1.327242e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -13274146.000000 Penalty: 5704.121582
	Iteration 7Q: 3 clusters Score -1.327415e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -13276941.000000 Penalty: 5704.121582
	Iteration 8F: 3 clusters Score -1.327694e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -13281570.000000 Penalty: 5704.121582
	Iteration 9F: 3 clusters Score -1.328157e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -13288411.000000 Penalty: 5704.121582
	Iteration 10F: 3 clusters Score -1.328841e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -13295896.000000 Penalty: 5704.121582
	Iteration 11F: 3 clusters Score -1.32959e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 93908 members 
Entering Unmasked Estep 
Score: -13301356.000000 Penalty: 5704.121582
	Iteration 12F: 3 clusters Score -1.330136e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -13304153.000000 Penalty: 5704.121582
	Iteration 13Q: 3 clusters Score -1.330415e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
Score: -13305214.000000 Penalty: 5704.121582
	Iteration 14Q: 3 clusters Score -1.330521e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -13305573.000000 Penalty: 5704.121582
	Iteration 15Q: 3 clusters Score -1.330557e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
Score: -13305758.000000 Penalty: 5704.121582
	Iteration 16Q: 3 clusters Score -1.330576e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 98489 members 
Entering Unmasked Estep 
Score: -13305814.000000 Penalty: 5704.121582
	Iteration 17Q: 3 clusters Score -1.330581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 98502 members 
Entering Unmasked Estep 
Score: -13305836.000000 Penalty: 5704.121582
	Iteration 18Q: 3 clusters Score -1.330584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -13305854.000000 Penalty: 5704.121582
	Iteration 19Q: 3 clusters Score -1.330585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -13305880.000000 Penalty: 5704.121582
	Iteration 20F: 3 clusters Score -1.330588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 98517 members 
Entering Unmasked Estep 
Score: -13305874.000000 Penalty: 5704.121582
	Iteration 21Q: 3 clusters Score -1.330587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 98517 members 
Entering Unmasked Estep 
Score: -13305874.000000 Penalty: 5704.121582
	Iteration 22F: 3 clusters Score -1.330587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171979 members 
Entering Unmasked Estep 
Score: -23205156.000000 Penalty: 2989.671875
	Iteration 0F: 2 clusters Score -2.320516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 85829 members 
Entering Unmasked Estep 
Score: -23093902.000000 Penalty: 5979.343750
	Iteration 0F: 3 clusters Score -2.30939e+07 nChanged 82457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -23140942.000000 Penalty: 5979.343750
	Iteration 1F: 3 clusters Score -2.314094e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -23142044.000000 Penalty: 5979.343750
	Iteration 2Q: 3 clusters Score -2.314204e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -23143412.000000 Penalty: 5979.343750
	Iteration 3Q: 3 clusters Score -2.314341e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 74907 members 
Entering Unmasked Estep 
Score: -23145458.000000 Penalty: 5979.343750
	Iteration 4Q: 3 clusters Score -2.314546e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102963 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -23148462.000000 Penalty: 5979.343750
	Iteration 5Q: 3 clusters Score -2.314846e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -23153396.000000 Penalty: 5979.343750
	Iteration 6F: 3 clusters Score -2.31534e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122853 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -23161552.000000 Penalty: 5979.343750
	Iteration 7F: 3 clusters Score -2.316155e+07 nChanged 13874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136641 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -23172716.000000 Penalty: 5979.343750
	Iteration 8F: 3 clusters Score -2.317272e+07 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150651 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -23184990.000000 Penalty: 5979.343750
	Iteration 9F: 3 clusters Score -2.318499e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161634 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -23195050.000000 Penalty: 5979.343750
	Iteration 10F: 3 clusters Score -2.319505e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168002 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -23199924.000000 Penalty: 5979.343750
	Iteration 11Q: 3 clusters Score -2.319992e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170566 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -23201662.000000 Penalty: 5979.343750
	Iteration 12Q: 3 clusters Score -2.320166e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -23202232.000000 Penalty: 5979.343750
	Iteration 13Q: 3 clusters Score -2.320223e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171571 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -23202338.000000 Penalty: 5979.343750
	Iteration 14Q: 3 clusters Score -2.320234e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171639 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -23202442.000000 Penalty: 5979.343750
	Iteration 15Q: 3 clusters Score -2.320244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -23202458.000000 Penalty: 5979.343750
	Iteration 16Q: 3 clusters Score -2.320246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171677 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23202496.000000 Penalty: 5979.343750
	Iteration 17Q: 3 clusters Score -2.32025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171686 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23202502.000000 Penalty: 5979.343750
	Iteration 18Q: 3 clusters Score -2.32025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171700 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23202540.000000 Penalty: 5979.343750
	Iteration 19Q: 3 clusters Score -2.320254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171704 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23202562.000000 Penalty: 5979.343750
	Iteration 20F: 3 clusters Score -2.320256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171710 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23202568.000000 Penalty: 5979.343750
	Iteration 21Q: 3 clusters Score -2.320257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171712 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23202568.000000 Penalty: 5979.343750
	Iteration 22Q: 3 clusters Score -2.320257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171713 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23202562.000000 Penalty: 5979.343750
	Iteration 23Q: 3 clusters Score -2.320256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171714 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23202566.000000 Penalty: 5979.343750
	Iteration 24Q: 3 clusters Score -2.320257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171717 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23202572.000000 Penalty: 5979.343750
	Iteration 25Q: 3 clusters Score -2.320257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171721 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23202586.000000 Penalty: 5979.343750
	Iteration 26Q: 3 clusters Score -2.320259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171725 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23202576.000000 Penalty: 5979.343750
	Iteration 27Q: 3 clusters Score -2.320258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171728 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23202596.000000 Penalty: 5979.343750
	Iteration 28Q: 3 clusters Score -2.32026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171729 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23202602.000000 Penalty: 5979.343750
	Iteration 29Q: 3 clusters Score -2.32026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171728 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23202606.000000 Penalty: 5979.343750
	Iteration 30Q: 3 clusters Score -2.320261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171728 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23202606.000000 Penalty: 5979.343750
	Iteration 31F: 3 clusters Score -2.320261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Entering Unmasked Estep 
Score: -643673.937500 Penalty: 2101.156494
	Iteration 0F: 2 clusters Score -643673.9 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 2452 members 
Entering Unmasked Estep 
Score: -639360.437500 Penalty: 4202.312988
	Iteration 0F: 3 clusters Score -639360.4 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -640396.875000 Penalty: 4202.312988
	Iteration 1F: 3 clusters Score -640396.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -640644.312500 Penalty: 4202.312988
	Iteration 2F: 3 clusters Score -640644.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -640824.062500 Penalty: 4202.312988
	Iteration 3F: 3 clusters Score -640824.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -640968.750000 Penalty: 4202.312988
	Iteration 4Q: 3 clusters Score -640968.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -641104.750000 Penalty: 4202.312988
	Iteration 5Q: 3 clusters Score -641104.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -641251.875000 Penalty: 4202.312988
	Iteration 6Q: 3 clusters Score -641251.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -641388.875000 Penalty: 4202.312988
	Iteration 7Q: 3 clusters Score -641388.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -641537.437500 Penalty: 4202.312988
	Iteration 8Q: 3 clusters Score -641537.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -641671.062500 Penalty: 4202.312988
	Iteration 9Q: 3 clusters Score -641671.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -641808.187500 Penalty: 4202.312988
	Iteration 10Q: 3 clusters Score -641808.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -641936.625000 Penalty: 4202.312988
	Iteration 11Q: 3 clusters Score -641936.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -642033.000000 Penalty: 4202.312988
	Iteration 12Q: 3 clusters Score -642033 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -642096.312500 Penalty: 4202.312988
	Iteration 13Q: 3 clusters Score -642096.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -642135.812500 Penalty: 4202.312988
	Iteration 14Q: 3 clusters Score -642135.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -642172.062500 Penalty: 4202.312988
	Iteration 15Q: 3 clusters Score -642172.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -642216.812500 Penalty: 4202.312988
	Iteration 16Q: 3 clusters Score -642216.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -642265.000000 Penalty: 4202.312988
	Iteration 17Q: 3 clusters Score -642265 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -642317.437500 Penalty: 4202.312988
	Iteration 18Q: 3 clusters Score -642317.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -642370.562500 Penalty: 4202.312988
	Iteration 19Q: 3 clusters Score -642370.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -642432.875000 Penalty: 4202.312988
	Iteration 20F: 3 clusters Score -642432.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -642493.812500 Penalty: 4202.312988
	Iteration 21Q: 3 clusters Score -642493.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -642549.000000 Penalty: 4202.312988
	Iteration 22Q: 3 clusters Score -642549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -642587.687500 Penalty: 4202.312988
	Iteration 23Q: 3 clusters Score -642587.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -642628.000000 Penalty: 4202.312988
	Iteration 24Q: 3 clusters Score -642628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -642669.875000 Penalty: 4202.312988
	Iteration 25Q: 3 clusters Score -642669.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -642716.125000 Penalty: 4202.312988
	Iteration 26Q: 3 clusters Score -642716.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -642756.687500 Penalty: 4202.312988
	Iteration 27Q: 3 clusters Score -642756.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -642790.625000 Penalty: 4202.312988
	Iteration 28Q: 3 clusters Score -642790.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -642819.312500 Penalty: 4202.312988
	Iteration 29Q: 3 clusters Score -642819.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -642830.625000 Penalty: 4202.312988
	Iteration 30Q: 3 clusters Score -642830.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -642835.125000 Penalty: 4202.312988
	Iteration 31Q: 3 clusters Score -642835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -642837.312500 Penalty: 4202.312988
	Iteration 32Q: 3 clusters Score -642837.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -642840.312500 Penalty: 4202.312988
	Iteration 33Q: 3 clusters Score -642840.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -642845.187500 Penalty: 4202.312988
	Iteration 34Q: 3 clusters Score -642845.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -642849.750000 Penalty: 4202.312988
	Iteration 35Q: 3 clusters Score -642849.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -642856.625000 Penalty: 4202.312988
	Iteration 36Q: 3 clusters Score -642856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -642857.687500 Penalty: 4202.312988
	Iteration 37Q: 3 clusters Score -642857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -642859.687500 Penalty: 4202.312988
	Iteration 38Q: 3 clusters Score -642859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -642860.812500 Penalty: 4202.312988
	Iteration 39Q: 3 clusters Score -642860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -642863.437500 Penalty: 4202.312988
	Iteration 40F: 3 clusters Score -642863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -642863.812500 Penalty: 4202.312988
	Iteration 41Q: 3 clusters Score -642863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -642865.375000 Penalty: 4202.312988
	Iteration 42Q: 3 clusters Score -642865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -642865.000000 Penalty: 4202.312988
	Iteration 43Q: 3 clusters Score -642865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -642865.000000 Penalty: 4202.312988
	Iteration 44F: 3 clusters Score -642865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -171880.218750 Penalty: 1792.640259
	Iteration 0F: 2 clusters Score -171880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -169742.406250 Penalty: 3585.280518
	Iteration 0F: 3 clusters Score -169742.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -170154.578125 Penalty: 3585.280518
	Iteration 1F: 3 clusters Score -170154.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -170289.593750 Penalty: 3585.280518
	Iteration 2F: 3 clusters Score -170289.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -170419.265625 Penalty: 3585.280518
	Iteration 3F: 3 clusters Score -170419.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -170510.578125 Penalty: 3585.280518
	Iteration 4Q: 3 clusters Score -170510.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -170565.656250 Penalty: 3585.280518
	Iteration 5Q: 3 clusters Score -170565.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170613.859375 Penalty: 3585.280518
	Iteration 6Q: 3 clusters Score -170613.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -170668.156250 Penalty: 3585.280518
	Iteration 7Q: 3 clusters Score -170668.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -170737.296875 Penalty: 3585.280518
	Iteration 8Q: 3 clusters Score -170737.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -170800.359375 Penalty: 3585.280518
	Iteration 9Q: 3 clusters Score -170800.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -170851.218750 Penalty: 3585.280518
	Iteration 10Q: 3 clusters Score -170851.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -170900.750000 Penalty: 3585.280518
	Iteration 11Q: 3 clusters Score -170900.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -170932.921875 Penalty: 3585.280518
	Iteration 12Q: 3 clusters Score -170932.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -170965.953125 Penalty: 3585.280518
	Iteration 13Q: 3 clusters Score -170966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -170994.312500 Penalty: 3585.280518
	Iteration 14Q: 3 clusters Score -170994.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -171021.265625 Penalty: 3585.280518
	Iteration 15Q: 3 clusters Score -171021.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -171058.593750 Penalty: 3585.280518
	Iteration 16Q: 3 clusters Score -171058.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -171096.390625 Penalty: 3585.280518
	Iteration 17Q: 3 clusters Score -171096.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -171134.031250 Penalty: 3585.280518
	Iteration 18Q: 3 clusters Score -171134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -171169.718750 Penalty: 3585.280518
	Iteration 19Q: 3 clusters Score -171169.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -171205.078125 Penalty: 3585.280518
	Iteration 20F: 3 clusters Score -171205.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -171241.921875 Penalty: 3585.280518
	Iteration 21Q: 3 clusters Score -171241.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -171274.500000 Penalty: 3585.280518
	Iteration 22Q: 3 clusters Score -171274.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -171301.656250 Penalty: 3585.280518
	Iteration 23Q: 3 clusters Score -171301.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -171317.171875 Penalty: 3585.280518
	Iteration 24Q: 3 clusters Score -171317.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -171336.140625 Penalty: 3585.280518
	Iteration 25Q: 3 clusters Score -171336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -171354.046875 Penalty: 3585.280518
	Iteration 26Q: 3 clusters Score -171354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -171369.296875 Penalty: 3585.280518
	Iteration 27Q: 3 clusters Score -171369.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -171376.234375 Penalty: 3585.280518
	Iteration 28Q: 3 clusters Score -171376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -171380.171875 Penalty: 3585.280518
	Iteration 29Q: 3 clusters Score -171380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -171384.062500 Penalty: 3585.280518
	Iteration 30Q: 3 clusters Score -171384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -171390.421875 Penalty: 3585.280518
	Iteration 31Q: 3 clusters Score -171390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171391.765625 Penalty: 3585.280518
	Iteration 32Q: 3 clusters Score -171391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -171393.640625 Penalty: 3585.280518
	Iteration 33Q: 3 clusters Score -171393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -171397.343750 Penalty: 3585.280518
	Iteration 34Q: 3 clusters Score -171397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -171397.687500 Penalty: 3585.280518
	Iteration 35Q: 3 clusters Score -171397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -171399.390625 Penalty: 3585.280518
	Iteration 36Q: 3 clusters Score -171399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -171400.765625 Penalty: 3585.280518
	Iteration 37Q: 3 clusters Score -171400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -171400.765625 Penalty: 3585.280518
	Iteration 38F: 3 clusters Score -171400.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (197945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197945 members 
Entering Unmasked Estep 
Score: -26470082.000000 Penalty: 3024.544678
	Iteration 0F: 2 clusters Score -2.647008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99096 members 
Mstep: Class 2 contains 98849 members 
Entering Unmasked Estep 
Score: -26341228.000000 Penalty: 6049.089355
	Iteration 0F: 3 clusters Score -2.634123e+07 nChanged 95320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102996 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -26397368.000000 Penalty: 6049.089355
	Iteration 1F: 3 clusters Score -2.639737e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 92290 members 
Entering Unmasked Estep 
Score: -26399258.000000 Penalty: 6049.089355
	Iteration 2Q: 3 clusters Score -2.639926e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109828 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -26401698.000000 Penalty: 6049.089355
	Iteration 3Q: 3 clusters Score -2.64017e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116177 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -26406230.000000 Penalty: 6049.089355
	Iteration 4Q: 3 clusters Score -2.640623e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125419 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -26413662.000000 Penalty: 6049.089355
	Iteration 5F: 3 clusters Score -2.641366e+07 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137591 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -26424776.000000 Penalty: 6049.089355
	Iteration 6F: 3 clusters Score -2.642478e+07 nChanged 15723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150674 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -26438342.000000 Penalty: 6049.089355
	Iteration 7F: 3 clusters Score -2.643834e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161935 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -26450698.000000 Penalty: 6049.089355
	Iteration 8F: 3 clusters Score -2.64507e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169181 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -26458992.000000 Penalty: 6049.089355
	Iteration 9Q: 3 clusters Score -2.645899e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172900 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -26462680.000000 Penalty: 6049.089355
	Iteration 10Q: 3 clusters Score -2.646268e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175392 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -26464244.000000 Penalty: 6049.089355
	Iteration 11Q: 3 clusters Score -2.646424e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177356 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -26464882.000000 Penalty: 6049.089355
	Iteration 12Q: 3 clusters Score -2.646488e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178982 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -26465500.000000 Penalty: 6049.089355
	Iteration 13Q: 3 clusters Score -2.64655e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180445 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -26465862.000000 Penalty: 6049.089355
	Iteration 14Q: 3 clusters Score -2.646586e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181756 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -26466186.000000 Penalty: 6049.089355
	Iteration 15Q: 3 clusters Score -2.646619e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182839 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -26466620.000000 Penalty: 6049.089355
	Iteration 16Q: 3 clusters Score -2.646662e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183760 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -26466860.000000 Penalty: 6049.089355
	Iteration 17Q: 3 clusters Score -2.646686e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184545 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -26466958.000000 Penalty: 6049.089355
	Iteration 18Q: 3 clusters Score -2.646696e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185245 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -26467160.000000 Penalty: 6049.089355
	Iteration 19Q: 3 clusters Score -2.646716e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185877 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -26467302.000000 Penalty: 6049.089355
	Iteration 20F: 3 clusters Score -2.64673e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186418 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -26467416.000000 Penalty: 6049.089355
	Iteration 21Q: 3 clusters Score -2.646742e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186924 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -26467452.000000 Penalty: 6049.089355
	Iteration 22Q: 3 clusters Score -2.646745e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187421 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -26467538.000000 Penalty: 6049.089355
	Iteration 23Q: 3 clusters Score -2.646754e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187863 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -26467588.000000 Penalty: 6049.089355
	Iteration 24Q: 3 clusters Score -2.646759e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188275 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -26467604.000000 Penalty: 6049.089355
	Iteration 25Q: 3 clusters Score -2.64676e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188657 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -26467726.000000 Penalty: 6049.089355
	Iteration 26Q: 3 clusters Score -2.646773e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189003 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -26467734.000000 Penalty: 6049.089355
	Iteration 27Q: 3 clusters Score -2.646773e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189280 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -26467818.000000 Penalty: 6049.089355
	Iteration 28Q: 3 clusters Score -2.646782e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189529 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -26467864.000000 Penalty: 6049.089355
	Iteration 29Q: 3 clusters Score -2.646786e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189767 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -26467900.000000 Penalty: 6049.089355
	Iteration 30Q: 3 clusters Score -2.64679e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190021 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -26468000.000000 Penalty: 6049.089355
	Iteration 31Q: 3 clusters Score -2.6468e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190258 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -26467978.000000 Penalty: 6049.089355
	Iteration 32Q: 3 clusters Score -2.646798e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190455 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -26468014.000000 Penalty: 6049.089355
	Iteration 33Q: 3 clusters Score -2.646801e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190654 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -26468012.000000 Penalty: 6049.089355
	Iteration 34Q: 3 clusters Score -2.646801e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190835 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -26468074.000000 Penalty: 6049.089355
	Iteration 35Q: 3 clusters Score -2.646807e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191019 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -26468126.000000 Penalty: 6049.089355
	Iteration 36Q: 3 clusters Score -2.646813e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191183 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -26468148.000000 Penalty: 6049.089355
	Iteration 37Q: 3 clusters Score -2.646815e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191331 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -26468178.000000 Penalty: 6049.089355
	Iteration 38Q: 3 clusters Score -2.646818e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191453 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -26468168.000000 Penalty: 6049.089355
	Iteration 39Q: 3 clusters Score -2.646817e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191560 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -26468176.000000 Penalty: 6049.089355
	Iteration 40F: 3 clusters Score -2.646818e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -26468156.000000 Penalty: 6049.089355
	Iteration 41Q: 3 clusters Score -2.646816e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191768 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -26468132.000000 Penalty: 6049.089355
	Iteration 42Q: 3 clusters Score -2.646813e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191875 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -26468164.000000 Penalty: 6049.089355
	Iteration 43Q: 3 clusters Score -2.646816e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191960 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -26468210.000000 Penalty: 6049.089355
	Iteration 44Q: 3 clusters Score -2.646821e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192029 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -26468206.000000 Penalty: 6049.089355
	Iteration 45Q: 3 clusters Score -2.646821e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192096 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -26468202.000000 Penalty: 6049.089355
	Iteration 46Q: 3 clusters Score -2.64682e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192168 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -26468218.000000 Penalty: 6049.089355
	Iteration 47Q: 3 clusters Score -2.646822e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192249 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -26468224.000000 Penalty: 6049.089355
	Iteration 48Q: 3 clusters Score -2.646822e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192320 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -26468210.000000 Penalty: 6049.089355
	Iteration 49Q: 3 clusters Score -2.646821e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192383 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -26468220.000000 Penalty: 6049.089355
	Iteration 50Q: 3 clusters Score -2.646822e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192439 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -26468198.000000 Penalty: 6049.089355
	Iteration 51Q: 3 clusters Score -2.64682e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192494 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -26468204.000000 Penalty: 6049.089355
	Iteration 52Q: 3 clusters Score -2.64682e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192553 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -26468222.000000 Penalty: 6049.089355
	Iteration 53Q: 3 clusters Score -2.646822e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192604 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -26468256.000000 Penalty: 6049.089355
	Iteration 54Q: 3 clusters Score -2.646826e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192641 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -26468266.000000 Penalty: 6049.089355
	Iteration 55Q: 3 clusters Score -2.646827e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192667 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -26468258.000000 Penalty: 6049.089355
	Iteration 56Q: 3 clusters Score -2.646826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192691 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -26468236.000000 Penalty: 6049.089355
	Iteration 57Q: 3 clusters Score -2.646824e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192713 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -26468260.000000 Penalty: 6049.089355
	Iteration 58Q: 3 clusters Score -2.646826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192731 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -26468260.000000 Penalty: 6049.089355
	Iteration 59Q: 3 clusters Score -2.646826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192753 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -26468264.000000 Penalty: 6049.089355
	Iteration 60F: 3 clusters Score -2.646826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192770 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -26468274.000000 Penalty: 6049.089355
	Iteration 61Q: 3 clusters Score -2.646827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192792 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -26468278.000000 Penalty: 6049.089355
	Iteration 62Q: 3 clusters Score -2.646828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192815 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -26468294.000000 Penalty: 6049.089355
	Iteration 63Q: 3 clusters Score -2.646829e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192839 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -26468300.000000 Penalty: 6049.089355
	Iteration 64Q: 3 clusters Score -2.64683e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192863 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -26468300.000000 Penalty: 6049.089355
	Iteration 65Q: 3 clusters Score -2.64683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192880 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -26468306.000000 Penalty: 6049.089355
	Iteration 66Q: 3 clusters Score -2.646831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192895 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -26468280.000000 Penalty: 6049.089355
	Iteration 67Q: 3 clusters Score -2.646828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192915 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -26468282.000000 Penalty: 6049.089355
	Iteration 68Q: 3 clusters Score -2.646828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192935 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -26468304.000000 Penalty: 6049.089355
	Iteration 69Q: 3 clusters Score -2.64683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192955 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -26468320.000000 Penalty: 6049.089355
	Iteration 70Q: 3 clusters Score -2.646832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192969 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -26468306.000000 Penalty: 6049.089355
	Iteration 71Q: 3 clusters Score -2.646831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192980 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -26468310.000000 Penalty: 6049.089355
	Iteration 72Q: 3 clusters Score -2.646831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192998 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -26468324.000000 Penalty: 6049.089355
	Iteration 73Q: 3 clusters Score -2.646832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193018 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -26468324.000000 Penalty: 6049.089355
	Iteration 74Q: 3 clusters Score -2.646832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193030 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -26468320.000000 Penalty: 6049.089355
	Iteration 75Q: 3 clusters Score -2.646832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193047 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -26468322.000000 Penalty: 6049.089355
	Iteration 76Q: 3 clusters Score -2.646832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193060 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -26468344.000000 Penalty: 6049.089355
	Iteration 77Q: 3 clusters Score -2.646834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193074 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -26468360.000000 Penalty: 6049.089355
	Iteration 78Q: 3 clusters Score -2.646836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193086 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -26468372.000000 Penalty: 6049.089355
	Iteration 79Q: 3 clusters Score -2.646837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193102 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -26468376.000000 Penalty: 6049.089355
	Iteration 80F: 3 clusters Score -2.646838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193114 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -26468388.000000 Penalty: 6049.089355
	Iteration 81Q: 3 clusters Score -2.646839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193129 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -26468384.000000 Penalty: 6049.089355
	Iteration 82Q: 3 clusters Score -2.646838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193141 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -26468374.000000 Penalty: 6049.089355
	Iteration 83Q: 3 clusters Score -2.646837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193153 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -26468376.000000 Penalty: 6049.089355
	Iteration 84Q: 3 clusters Score -2.646838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193165 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -26468390.000000 Penalty: 6049.089355
	Iteration 85Q: 3 clusters Score -2.646839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193175 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -26468400.000000 Penalty: 6049.089355
	Iteration 86Q: 3 clusters Score -2.64684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193186 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -26468394.000000 Penalty: 6049.089355
	Iteration 87Q: 3 clusters Score -2.646839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193196 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -26468382.000000 Penalty: 6049.089355
	Iteration 88Q: 3 clusters Score -2.646838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193206 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -26468348.000000 Penalty: 6049.089355
	Iteration 89Q: 3 clusters Score -2.646835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193215 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -26468358.000000 Penalty: 6049.089355
	Iteration 90Q: 3 clusters Score -2.646836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193224 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -26468368.000000 Penalty: 6049.089355
	Iteration 91Q: 3 clusters Score -2.646837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193231 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -26468388.000000 Penalty: 6049.089355
	Iteration 92Q: 3 clusters Score -2.646839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193241 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -26468394.000000 Penalty: 6049.089355
	Iteration 93Q: 3 clusters Score -2.646839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193256 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -26468394.000000 Penalty: 6049.089355
	Iteration 94Q: 3 clusters Score -2.646839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193263 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -26468376.000000 Penalty: 6049.089355
	Iteration 95Q: 3 clusters Score -2.646838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193267 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -26468404.000000 Penalty: 6049.089355
	Iteration 96Q: 3 clusters Score -2.64684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193267 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -26468404.000000 Penalty: 6049.089355
	Iteration 97F: 3 clusters Score -2.64684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (192596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192596 members 
Entering Unmasked Estep 
Score: -25778534.000000 Penalty: 3017.750977
	Iteration 0F: 2 clusters Score -2.577853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -25656702.000000 Penalty: 6035.501953
	Iteration 0F: 3 clusters Score -2.56567e+07 nChanged 92890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97419 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -25710884.000000 Penalty: 6035.501953
	Iteration 1F: 3 clusters Score -2.571088e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -25711640.000000 Penalty: 6035.501953
	Iteration 2Q: 3 clusters Score -2.571164e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98311 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -25712480.000000 Penalty: 6035.501953
	Iteration 3Q: 3 clusters Score -2.571248e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -25713502.000000 Penalty: 6035.501953
	Iteration 4Q: 3 clusters Score -2.57135e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -25715104.000000 Penalty: 6035.501953
	Iteration 5Q: 3 clusters Score -2.57151e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -25717514.000000 Penalty: 6035.501953
	Iteration 6Q: 3 clusters Score -2.571751e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103611 members 
Mstep: Class 2 contains 88985 members 
Entering Unmasked Estep 
Score: -25721056.000000 Penalty: 6035.501953
	Iteration 7Q: 3 clusters Score -2.572106e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -25726544.000000 Penalty: 6035.501953
	Iteration 8Q: 3 clusters Score -2.572654e+07 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -25734032.000000 Penalty: 6035.501953
	Iteration 9F: 3 clusters Score -2.573403e+07 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -25742440.000000 Penalty: 6035.501953
	Iteration 10F: 3 clusters Score -2.574244e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112379 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -25749598.000000 Penalty: 6035.501953
	Iteration 11F: 3 clusters Score -2.57496e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -25753348.000000 Penalty: 6035.501953
	Iteration 12Q: 3 clusters Score -2.575335e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114317 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -25754984.000000 Penalty: 6035.501953
	Iteration 13Q: 3 clusters Score -2.575498e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114950 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -25755588.000000 Penalty: 6035.501953
	Iteration 14Q: 3 clusters Score -2.575559e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115407 members 
Mstep: Class 2 contains 77189 members 
Entering Unmasked Estep 
Score: -25755942.000000 Penalty: 6035.501953
	Iteration 15Q: 3 clusters Score -2.575594e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115741 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -25756278.000000 Penalty: 6035.501953
	Iteration 16Q: 3 clusters Score -2.575628e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115999 members 
Mstep: Class 2 contains 76597 members 
Entering Unmasked Estep 
Score: -25756604.000000 Penalty: 6035.501953
	Iteration 17Q: 3 clusters Score -2.57566e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116144 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -25756866.000000 Penalty: 6035.501953
	Iteration 18Q: 3 clusters Score -2.575687e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116203 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -25757166.000000 Penalty: 6035.501953
	Iteration 19Q: 3 clusters Score -2.575717e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116162 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -25757434.000000 Penalty: 6035.501953
	Iteration 20F: 3 clusters Score -2.575743e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115982 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -25757552.000000 Penalty: 6035.501953
	Iteration 21Q: 3 clusters Score -2.575755e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115750 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -25757998.000000 Penalty: 6035.501953
	Iteration 22Q: 3 clusters Score -2.5758e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115425 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -25758164.000000 Penalty: 6035.501953
	Iteration 23Q: 3 clusters Score -2.575816e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115037 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -25758328.000000 Penalty: 6035.501953
	Iteration 24Q: 3 clusters Score -2.575833e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114616 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -25758454.000000 Penalty: 6035.501953
	Iteration 25Q: 3 clusters Score -2.575845e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114237 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -25758668.000000 Penalty: 6035.501953
	Iteration 26Q: 3 clusters Score -2.575867e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -25758798.000000 Penalty: 6035.501953
	Iteration 27Q: 3 clusters Score -2.57588e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113291 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -25759016.000000 Penalty: 6035.501953
	Iteration 28Q: 3 clusters Score -2.575902e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112680 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -25759184.000000 Penalty: 6035.501953
	Iteration 29Q: 3 clusters Score -2.575918e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -25759478.000000 Penalty: 6035.501953
	Iteration 30Q: 3 clusters Score -2.575948e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111402 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -25759590.000000 Penalty: 6035.501953
	Iteration 31Q: 3 clusters Score -2.575959e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -25759762.000000 Penalty: 6035.501953
	Iteration 32Q: 3 clusters Score -2.575976e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -25759956.000000 Penalty: 6035.501953
	Iteration 33Q: 3 clusters Score -2.575996e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109236 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -25760126.000000 Penalty: 6035.501953
	Iteration 34Q: 3 clusters Score -2.576013e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108523 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -25760270.000000 Penalty: 6035.501953
	Iteration 35Q: 3 clusters Score -2.576027e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -25760304.000000 Penalty: 6035.501953
	Iteration 36Q: 3 clusters Score -2.57603e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107180 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -25760420.000000 Penalty: 6035.501953
	Iteration 37Q: 3 clusters Score -2.576042e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106524 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -25760634.000000 Penalty: 6035.501953
	Iteration 38Q: 3 clusters Score -2.576063e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105940 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -25760718.000000 Penalty: 6035.501953
	Iteration 39Q: 3 clusters Score -2.576072e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -25760816.000000 Penalty: 6035.501953
	Iteration 40F: 3 clusters Score -2.576082e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104818 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -25760938.000000 Penalty: 6035.501953
	Iteration 41Q: 3 clusters Score -2.576094e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -25760968.000000 Penalty: 6035.501953
	Iteration 42Q: 3 clusters Score -2.576097e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -25760958.000000 Penalty: 6035.501953
	Iteration 43Q: 3 clusters Score -2.576096e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 89450 members 
Entering Unmasked Estep 
Score: -25761040.000000 Penalty: 6035.501953
	Iteration 44Q: 3 clusters Score -2.576104e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102547 members 
Mstep: Class 2 contains 90049 members 
Entering Unmasked Estep 
Score: -25761140.000000 Penalty: 6035.501953
	Iteration 45Q: 3 clusters Score -2.576114e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101971 members 
Mstep: Class 2 contains 90625 members 
Entering Unmasked Estep 
Score: -25761192.000000 Penalty: 6035.501953
	Iteration 46Q: 3 clusters Score -2.576119e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101395 members 
Mstep: Class 2 contains 91201 members 
Entering Unmasked Estep 
Score: -25761222.000000 Penalty: 6035.501953
	Iteration 47Q: 3 clusters Score -2.576122e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100833 members 
Mstep: Class 2 contains 91763 members 
Entering Unmasked Estep 
Score: -25761246.000000 Penalty: 6035.501953
	Iteration 48Q: 3 clusters Score -2.576125e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -25761258.000000 Penalty: 6035.501953
	Iteration 49Q: 3 clusters Score -2.576126e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 92859 members 
Entering Unmasked Estep 
Score: -25761304.000000 Penalty: 6035.501953
	Iteration 50Q: 3 clusters Score -2.57613e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99205 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -25761334.000000 Penalty: 6035.501953
	Iteration 51Q: 3 clusters Score -2.576133e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -25761394.000000 Penalty: 6035.501953
	Iteration 52Q: 3 clusters Score -2.576139e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -25761456.000000 Penalty: 6035.501953
	Iteration 53Q: 3 clusters Score -2.576146e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97630 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -25761460.000000 Penalty: 6035.501953
	Iteration 54Q: 3 clusters Score -2.576146e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97068 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -25761456.000000 Penalty: 6035.501953
	Iteration 55Q: 3 clusters Score -2.576146e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -25761532.000000 Penalty: 6035.501953
	Iteration 56Q: 3 clusters Score -2.576153e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 96668 members 
Entering Unmasked Estep 
Score: -25761506.000000 Penalty: 6035.501953
	Iteration 57Q: 3 clusters Score -2.576151e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 97278 members 
Entering Unmasked Estep 
Score: -25761644.000000 Penalty: 6035.501953
	Iteration 58Q: 3 clusters Score -2.576164e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 97913 members 
Entering Unmasked Estep 
Score: -25761738.000000 Penalty: 6035.501953
	Iteration 59Q: 3 clusters Score -2.576174e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 98561 members 
Entering Unmasked Estep 
Score: -25761766.000000 Penalty: 6035.501953
	Iteration 60F: 3 clusters Score -2.576177e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 99233 members 
Entering Unmasked Estep 
Score: -25761950.000000 Penalty: 6035.501953
	Iteration 61Q: 3 clusters Score -2.576195e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 99985 members 
Entering Unmasked Estep 
Score: -25762052.000000 Penalty: 6035.501953
	Iteration 62Q: 3 clusters Score -2.576205e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91883 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -25762146.000000 Penalty: 6035.501953
	Iteration 63Q: 3 clusters Score -2.576215e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 101484 members 
Entering Unmasked Estep 
Score: -25762306.000000 Penalty: 6035.501953
	Iteration 64Q: 3 clusters Score -2.576231e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -25762278.000000 Penalty: 6035.501953
	Iteration 65Q: 3 clusters Score -2.576228e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 103112 members 
Entering Unmasked Estep 
Score: -25762342.000000 Penalty: 6035.501953
	Iteration 66Q: 3 clusters Score -2.576234e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 103942 members 
Entering Unmasked Estep 
Score: -25762382.000000 Penalty: 6035.501953
	Iteration 67Q: 3 clusters Score -2.576238e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 104845 members 
Entering Unmasked Estep 
Score: -25762476.000000 Penalty: 6035.501953
	Iteration 68Q: 3 clusters Score -2.576248e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86767 members 
Mstep: Class 2 contains 105829 members 
Entering Unmasked Estep 
Score: -25762504.000000 Penalty: 6035.501953
	Iteration 69Q: 3 clusters Score -2.57625e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 106868 members 
Entering Unmasked Estep 
Score: -25762672.000000 Penalty: 6035.501953
	Iteration 70Q: 3 clusters Score -2.576267e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 107904 members 
Entering Unmasked Estep 
Score: -25762848.000000 Penalty: 6035.501953
	Iteration 71Q: 3 clusters Score -2.576285e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 108930 members 
Entering Unmasked Estep 
Score: -25762956.000000 Penalty: 6035.501953
	Iteration 72Q: 3 clusters Score -2.576296e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 110035 members 
Entering Unmasked Estep 
Score: -25763074.000000 Penalty: 6035.501953
	Iteration 73Q: 3 clusters Score -2.576307e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 111239 members 
Entering Unmasked Estep 
Score: -25763280.000000 Penalty: 6035.501953
	Iteration 74Q: 3 clusters Score -2.576328e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 112473 members 
Entering Unmasked Estep 
Score: -25763640.000000 Penalty: 6035.501953
	Iteration 75Q: 3 clusters Score -2.576364e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 113785 members 
Entering Unmasked Estep 
Score: -25763870.000000 Penalty: 6035.501953
	Iteration 76Q: 3 clusters Score -2.576387e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -25764098.000000 Penalty: 6035.501953
	Iteration 77Q: 3 clusters Score -2.57641e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 116538 members 
Entering Unmasked Estep 
Score: -25764468.000000 Penalty: 6035.501953
	Iteration 78Q: 3 clusters Score -2.576447e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 118076 members 
Entering Unmasked Estep 
Score: -25764792.000000 Penalty: 6035.501953
	Iteration 79Q: 3 clusters Score -2.576479e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 119770 members 
Entering Unmasked Estep 
Score: -25765182.000000 Penalty: 6035.501953
	Iteration 80F: 3 clusters Score -2.576518e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 121581 members 
Entering Unmasked Estep 
Score: -25765730.000000 Penalty: 6035.501953
	Iteration 81Q: 3 clusters Score -2.576573e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -25766272.000000 Penalty: 6035.501953
	Iteration 82Q: 3 clusters Score -2.576627e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 125534 members 
Entering Unmasked Estep 
Score: -25766876.000000 Penalty: 6035.501953
	Iteration 83Q: 3 clusters Score -2.576688e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 127695 members 
Entering Unmasked Estep 
Score: -25767366.000000 Penalty: 6035.501953
	Iteration 84Q: 3 clusters Score -2.576737e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 129950 members 
Entering Unmasked Estep 
Score: -25767990.000000 Penalty: 6035.501953
	Iteration 85Q: 3 clusters Score -2.576799e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 132256 members 
Entering Unmasked Estep 
Score: -25768546.000000 Penalty: 6035.501953
	Iteration 86Q: 3 clusters Score -2.576855e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 134692 members 
Entering Unmasked Estep 
Score: -25769244.000000 Penalty: 6035.501953
	Iteration 87Q: 3 clusters Score -2.576924e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 137184 members 
Entering Unmasked Estep 
Score: -25769908.000000 Penalty: 6035.501953
	Iteration 88Q: 3 clusters Score -2.576991e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 139809 members 
Entering Unmasked Estep 
Score: -25770656.000000 Penalty: 6035.501953
	Iteration 89Q: 3 clusters Score -2.577066e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 142435 members 
Entering Unmasked Estep 
Score: -25771566.000000 Penalty: 6035.501953
	Iteration 90Q: 3 clusters Score -2.577157e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 145039 members 
Entering Unmasked Estep 
Score: -25772392.000000 Penalty: 6035.501953
	Iteration 91Q: 3 clusters Score -2.577239e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -25773226.000000 Penalty: 6035.501953
	Iteration 92Q: 3 clusters Score -2.577323e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 150075 members 
Entering Unmasked Estep 
Score: -25774076.000000 Penalty: 6035.501953
	Iteration 93Q: 3 clusters Score -2.577408e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 152516 members 
Entering Unmasked Estep 
Score: -25774932.000000 Penalty: 6035.501953
	Iteration 94Q: 3 clusters Score -2.577493e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 154722 members 
Entering Unmasked Estep 
Score: -25775538.000000 Penalty: 6035.501953
	Iteration 95Q: 3 clusters Score -2.577554e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 156857 members 
Entering Unmasked Estep 
Score: -25776218.000000 Penalty: 6035.501953
	Iteration 96Q: 3 clusters Score -2.577622e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 159133 members 
Entering Unmasked Estep 
Score: -25776986.000000 Penalty: 6035.501953
	Iteration 97Q: 3 clusters Score -2.577699e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 161416 members 
Entering Unmasked Estep 
Score: -25777352.000000 Penalty: 6035.501953
	Iteration 98Q: 3 clusters Score -2.577735e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 163661 members 
Entering Unmasked Estep 
Score: -25777648.000000 Penalty: 6035.501953
	Iteration 99Q: 3 clusters Score -2.577765e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 165668 members 
Entering Unmasked Estep 
Score: -25777930.000000 Penalty: 6035.501953
	Iteration 100F: 3 clusters Score -2.577793e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 167714 members 
Entering Unmasked Estep 
Score: -25778148.000000 Penalty: 6035.501953
	Iteration 101Q: 3 clusters Score -2.577815e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 169550 members 
Entering Unmasked Estep 
Score: -25778134.000000 Penalty: 6035.501953
	Iteration 102Q: 3 clusters Score -2.577813e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -25778238.000000 Penalty: 6035.501953
	Iteration 103Q: 3 clusters Score -2.577824e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 172795 members 
Entering Unmasked Estep 
Score: -25778110.000000 Penalty: 6035.501953
	Iteration 104Q: 3 clusters Score -2.577811e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 174244 members 
Entering Unmasked Estep 
Score: -25778120.000000 Penalty: 6035.501953
	Iteration 105Q: 3 clusters Score -2.577812e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 175597 members 
Entering Unmasked Estep 
Score: -25778098.000000 Penalty: 6035.501953
	Iteration 106Q: 3 clusters Score -2.57781e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 176833 members 
Entering Unmasked Estep 
Score: -25778040.000000 Penalty: 6035.501953
	Iteration 107Q: 3 clusters Score -2.577804e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 177908 members 
Entering Unmasked Estep 
Score: -25778102.000000 Penalty: 6035.501953
	Iteration 108Q: 3 clusters Score -2.57781e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 178841 members 
Entering Unmasked Estep 
Score: -25777886.000000 Penalty: 6035.501953
	Iteration 109Q: 3 clusters Score -2.577789e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 179668 members 
Entering Unmasked Estep 
Score: -25777796.000000 Penalty: 6035.501953
	Iteration 110Q: 3 clusters Score -2.57778e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 180396 members 
Entering Unmasked Estep 
Score: -25777744.000000 Penalty: 6035.501953
	Iteration 111Q: 3 clusters Score -2.577774e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 181088 members 
Entering Unmasked Estep 
Score: -25777646.000000 Penalty: 6035.501953
	Iteration 112Q: 3 clusters Score -2.577765e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 181747 members 
Entering Unmasked Estep 
Score: -25777536.000000 Penalty: 6035.501953
	Iteration 113Q: 3 clusters Score -2.577754e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 182341 members 
Entering Unmasked Estep 
Score: -25777492.000000 Penalty: 6035.501953
	Iteration 114Q: 3 clusters Score -2.577749e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 182922 members 
Entering Unmasked Estep 
Score: -25777384.000000 Penalty: 6035.501953
	Iteration 115Q: 3 clusters Score -2.577738e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 183459 members 
Entering Unmasked Estep 
Score: -25777352.000000 Penalty: 6035.501953
	Iteration 116Q: 3 clusters Score -2.577735e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 183919 members 
Entering Unmasked Estep 
Score: -25777274.000000 Penalty: 6035.501953
	Iteration 117Q: 3 clusters Score -2.577727e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 184371 members 
Entering Unmasked Estep 
Score: -25777262.000000 Penalty: 6035.501953
	Iteration 118Q: 3 clusters Score -2.577726e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 184776 members 
Entering Unmasked Estep 
Score: -25777284.000000 Penalty: 6035.501953
	Iteration 119Q: 3 clusters Score -2.577728e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 185154 members 
Entering Unmasked Estep 
Score: -25777168.000000 Penalty: 6035.501953
	Iteration 120F: 3 clusters Score -2.577717e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 185510 members 
Entering Unmasked Estep 
Score: -25777130.000000 Penalty: 6035.501953
	Iteration 121Q: 3 clusters Score -2.577713e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 185834 members 
Entering Unmasked Estep 
Score: -25777170.000000 Penalty: 6035.501953
	Iteration 122Q: 3 clusters Score -2.577717e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 186115 members 
Entering Unmasked Estep 
Score: -25777134.000000 Penalty: 6035.501953
	Iteration 123Q: 3 clusters Score -2.577713e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 186389 members 
Entering Unmasked Estep 
Score: -25777138.000000 Penalty: 6035.501953
	Iteration 124Q: 3 clusters Score -2.577714e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 186641 members 
Entering Unmasked Estep 
Score: -25777124.000000 Penalty: 6035.501953
	Iteration 125Q: 3 clusters Score -2.577712e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 186851 members 
Entering Unmasked Estep 
Score: -25777060.000000 Penalty: 6035.501953
	Iteration 126Q: 3 clusters Score -2.577706e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 187046 members 
Entering Unmasked Estep 
Score: -25777004.000000 Penalty: 6035.501953
	Iteration 127Q: 3 clusters Score -2.5777e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 187228 members 
Entering Unmasked Estep 
Score: -25777006.000000 Penalty: 6035.501953
	Iteration 128Q: 3 clusters Score -2.577701e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 187387 members 
Entering Unmasked Estep 
Score: -25776998.000000 Penalty: 6035.501953
	Iteration 129Q: 3 clusters Score -2.5777e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 187523 members 
Entering Unmasked Estep 
Score: -25776996.000000 Penalty: 6035.501953
	Iteration 130Q: 3 clusters Score -2.5777e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 187630 members 
Entering Unmasked Estep 
Score: -25776944.000000 Penalty: 6035.501953
	Iteration 131Q: 3 clusters Score -2.577694e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 187739 members 
Entering Unmasked Estep 
Score: -25776858.000000 Penalty: 6035.501953
	Iteration 132Q: 3 clusters Score -2.577686e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 187839 members 
Entering Unmasked Estep 
Score: -25776888.000000 Penalty: 6035.501953
	Iteration 133Q: 3 clusters Score -2.577689e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 187937 members 
Entering Unmasked Estep 
Score: -25776890.000000 Penalty: 6035.501953
	Iteration 134Q: 3 clusters Score -2.577689e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 188028 members 
Entering Unmasked Estep 
Score: -25776864.000000 Penalty: 6035.501953
	Iteration 135Q: 3 clusters Score -2.577686e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 188135 members 
Entering Unmasked Estep 
Score: -25776846.000000 Penalty: 6035.501953
	Iteration 136Q: 3 clusters Score -2.577685e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 188226 members 
Entering Unmasked Estep 
Score: -25776854.000000 Penalty: 6035.501953
	Iteration 137Q: 3 clusters Score -2.577685e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 188328 members 
Entering Unmasked Estep 
Score: -25776840.000000 Penalty: 6035.501953
	Iteration 138Q: 3 clusters Score -2.577684e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 188427 members 
Entering Unmasked Estep 
Score: -25776846.000000 Penalty: 6035.501953
	Iteration 139Q: 3 clusters Score -2.577685e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 188529 members 
Entering Unmasked Estep 
Score: -25776802.000000 Penalty: 6035.501953
	Iteration 140F: 3 clusters Score -2.57768e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 188624 members 
Entering Unmasked Estep 
Score: -25776786.000000 Penalty: 6035.501953
	Iteration 141Q: 3 clusters Score -2.577679e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 188720 members 
Entering Unmasked Estep 
Score: -25776716.000000 Penalty: 6035.501953
	Iteration 142Q: 3 clusters Score -2.577672e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 188801 members 
Entering Unmasked Estep 
Score: -25776684.000000 Penalty: 6035.501953
	Iteration 143Q: 3 clusters Score -2.577668e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 188892 members 
Entering Unmasked Estep 
Score: -25776656.000000 Penalty: 6035.501953
	Iteration 144Q: 3 clusters Score -2.577666e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 188983 members 
Entering Unmasked Estep 
Score: -25776668.000000 Penalty: 6035.501953
	Iteration 145Q: 3 clusters Score -2.577667e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 189076 members 
Entering Unmasked Estep 
Score: -25776672.000000 Penalty: 6035.501953
	Iteration 146Q: 3 clusters Score -2.577667e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 189170 members 
Entering Unmasked Estep 
Score: -25776668.000000 Penalty: 6035.501953
	Iteration 147Q: 3 clusters Score -2.577667e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 189254 members 
Entering Unmasked Estep 
Score: -25776654.000000 Penalty: 6035.501953
	Iteration 148Q: 3 clusters Score -2.577665e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 189326 members 
Entering Unmasked Estep 
Score: -25776614.000000 Penalty: 6035.501953
	Iteration 149Q: 3 clusters Score -2.577661e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 189394 members 
Entering Unmasked Estep 
Score: -25776600.000000 Penalty: 6035.501953
	Iteration 150Q: 3 clusters Score -2.57766e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 189454 members 
Entering Unmasked Estep 
Score: -25776590.000000 Penalty: 6035.501953
	Iteration 151Q: 3 clusters Score -2.577659e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 189519 members 
Entering Unmasked Estep 
Score: -25776618.000000 Penalty: 6035.501953
	Iteration 152Q: 3 clusters Score -2.577662e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 189576 members 
Entering Unmasked Estep 
Score: -25776592.000000 Penalty: 6035.501953
	Iteration 153Q: 3 clusters Score -2.577659e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 189624 members 
Entering Unmasked Estep 
Score: -25776612.000000 Penalty: 6035.501953
	Iteration 154Q: 3 clusters Score -2.577661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 189665 members 
Entering Unmasked Estep 
Score: -25776626.000000 Penalty: 6035.501953
	Iteration 155Q: 3 clusters Score -2.577663e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 189691 members 
Entering Unmasked Estep 
Score: -25776630.000000 Penalty: 6035.501953
	Iteration 156Q: 3 clusters Score -2.577663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 189714 members 
Entering Unmasked Estep 
Score: -25776624.000000 Penalty: 6035.501953
	Iteration 157Q: 3 clusters Score -2.577662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 189739 members 
Entering Unmasked Estep 
Score: -25776632.000000 Penalty: 6035.501953
	Iteration 158Q: 3 clusters Score -2.577663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 189756 members 
Entering Unmasked Estep 
Score: -25776604.000000 Penalty: 6035.501953
	Iteration 159Q: 3 clusters Score -2.57766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 189774 members 
Entering Unmasked Estep 
Score: -25776584.000000 Penalty: 6035.501953
	Iteration 160F: 3 clusters Score -2.577658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 189789 members 
Entering Unmasked Estep 
Score: -25776580.000000 Penalty: 6035.501953
	Iteration 161Q: 3 clusters Score -2.577658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 189799 members 
Entering Unmasked Estep 
Score: -25776584.000000 Penalty: 6035.501953
	Iteration 162Q: 3 clusters Score -2.577658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 189811 members 
Entering Unmasked Estep 
Score: -25776578.000000 Penalty: 6035.501953
	Iteration 163Q: 3 clusters Score -2.577658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 189827 members 
Entering Unmasked Estep 
Score: -25776592.000000 Penalty: 6035.501953
	Iteration 164Q: 3 clusters Score -2.577659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 189843 members 
Entering Unmasked Estep 
Score: -25776586.000000 Penalty: 6035.501953
	Iteration 165Q: 3 clusters Score -2.577659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 189862 members 
Entering Unmasked Estep 
Score: -25776584.000000 Penalty: 6035.501953
	Iteration 166Q: 3 clusters Score -2.577658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 189882 members 
Entering Unmasked Estep 
Score: -25776622.000000 Penalty: 6035.501953
	Iteration 167Q: 3 clusters Score -2.577662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 189901 members 
Entering Unmasked Estep 
Score: -25776598.000000 Penalty: 6035.501953
	Iteration 168Q: 3 clusters Score -2.57766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 189921 members 
Entering Unmasked Estep 
Score: -25776610.000000 Penalty: 6035.501953
	Iteration 169Q: 3 clusters Score -2.577661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 189934 members 
Entering Unmasked Estep 
Score: -25776622.000000 Penalty: 6035.501953
	Iteration 170Q: 3 clusters Score -2.577662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 189947 members 
Entering Unmasked Estep 
Score: -25776626.000000 Penalty: 6035.501953
	Iteration 171Q: 3 clusters Score -2.577663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 189957 members 
Entering Unmasked Estep 
Score: -25776644.000000 Penalty: 6035.501953
	Iteration 172Q: 3 clusters Score -2.577664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 189973 members 
Entering Unmasked Estep 
Score: -25776616.000000 Penalty: 6035.501953
	Iteration 173Q: 3 clusters Score -2.577662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 189994 members 
Entering Unmasked Estep 
Score: -25776576.000000 Penalty: 6035.501953
	Iteration 174Q: 3 clusters Score -2.577658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 190014 members 
Entering Unmasked Estep 
Score: -25776596.000000 Penalty: 6035.501953
	Iteration 175Q: 3 clusters Score -2.57766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 190032 members 
Entering Unmasked Estep 
Score: -25776592.000000 Penalty: 6035.501953
	Iteration 176Q: 3 clusters Score -2.577659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 190050 members 
Entering Unmasked Estep 
Score: -25776610.000000 Penalty: 6035.501953
	Iteration 177Q: 3 clusters Score -2.577661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 190065 members 
Entering Unmasked Estep 
Score: -25776638.000000 Penalty: 6035.501953
	Iteration 178Q: 3 clusters Score -2.577664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 190080 members 
Entering Unmasked Estep 
Score: -25776620.000000 Penalty: 6035.501953
	Iteration 179Q: 3 clusters Score -2.577662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 190088 members 
Entering Unmasked Estep 
Score: -25776606.000000 Penalty: 6035.501953
	Iteration 180F: 3 clusters Score -2.577661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 190099 members 
Entering Unmasked Estep 
Score: -25776620.000000 Penalty: 6035.501953
	Iteration 181Q: 3 clusters Score -2.577662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 190117 members 
Entering Unmasked Estep 
Score: -25776616.000000 Penalty: 6035.501953
	Iteration 182Q: 3 clusters Score -2.577662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 190134 members 
Entering Unmasked Estep 
Score: -25776636.000000 Penalty: 6035.501953
	Iteration 183Q: 3 clusters Score -2.577664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 190154 members 
Entering Unmasked Estep 
Score: -25776630.000000 Penalty: 6035.501953
	Iteration 184Q: 3 clusters Score -2.577663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 190172 members 
Entering Unmasked Estep 
Score: -25776618.000000 Penalty: 6035.501953
	Iteration 185Q: 3 clusters Score -2.577662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 190186 members 
Entering Unmasked Estep 
Score: -25776618.000000 Penalty: 6035.501953
	Iteration 186Q: 3 clusters Score -2.577662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 190202 members 
Entering Unmasked Estep 
Score: -25776632.000000 Penalty: 6035.501953
	Iteration 187Q: 3 clusters Score -2.577663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 190219 members 
Entering Unmasked Estep 
Score: -25776594.000000 Penalty: 6035.501953
	Iteration 188Q: 3 clusters Score -2.577659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 190235 members 
Entering Unmasked Estep 
Score: -25776592.000000 Penalty: 6035.501953
	Iteration 189Q: 3 clusters Score -2.577659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 190255 members 
Entering Unmasked Estep 
Score: -25776578.000000 Penalty: 6035.501953
	Iteration 190Q: 3 clusters Score -2.577658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 190274 members 
Entering Unmasked Estep 
Score: -25776550.000000 Penalty: 6035.501953
	Iteration 191Q: 3 clusters Score -2.577655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 190287 members 
Entering Unmasked Estep 
Score: -25776562.000000 Penalty: 6035.501953
	Iteration 192Q: 3 clusters Score -2.577656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 190299 members 
Entering Unmasked Estep 
Score: -25776548.000000 Penalty: 6035.501953
	Iteration 193Q: 3 clusters Score -2.577655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 190309 members 
Entering Unmasked Estep 
Score: -25776550.000000 Penalty: 6035.501953
	Iteration 194Q: 3 clusters Score -2.577655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 190320 members 
Entering Unmasked Estep 
Score: -25776564.000000 Penalty: 6035.501953
	Iteration 195Q: 3 clusters Score -2.577656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 190333 members 
Entering Unmasked Estep 
Score: -25776548.000000 Penalty: 6035.501953
	Iteration 196Q: 3 clusters Score -2.577655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 190348 members 
Entering Unmasked Estep 
Score: -25776546.000000 Penalty: 6035.501953
	Iteration 197Q: 3 clusters Score -2.577655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 190357 members 
Entering Unmasked Estep 
Score: -25776554.000000 Penalty: 6035.501953
	Iteration 198Q: 3 clusters Score -2.577655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 190362 members 
Entering Unmasked Estep 
Score: -25776544.000000 Penalty: 6035.501953
	Iteration 199Q: 3 clusters Score -2.577654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 190373 members 
Entering Unmasked Estep 
Score: -25776560.000000 Penalty: 6035.501953
	Iteration 200F: 3 clusters Score -2.577656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 190390 members 
Entering Unmasked Estep 
Score: -25776574.000000 Penalty: 6035.501953
	Iteration 201Q: 3 clusters Score -2.577657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 190404 members 
Entering Unmasked Estep 
Score: -25776558.000000 Penalty: 6035.501953
	Iteration 202Q: 3 clusters Score -2.577656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 190415 members 
Entering Unmasked Estep 
Score: -25776556.000000 Penalty: 6035.501953
	Iteration 203Q: 3 clusters Score -2.577656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 190428 members 
Entering Unmasked Estep 
Score: -25776574.000000 Penalty: 6035.501953
	Iteration 204Q: 3 clusters Score -2.577657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 190441 members 
Entering Unmasked Estep 
Score: -25776576.000000 Penalty: 6035.501953
	Iteration 205Q: 3 clusters Score -2.577658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 190449 members 
Entering Unmasked Estep 
Score: -25776560.000000 Penalty: 6035.501953
	Iteration 206Q: 3 clusters Score -2.577656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 190454 members 
Entering Unmasked Estep 
Score: -25776546.000000 Penalty: 6035.501953
	Iteration 207Q: 3 clusters Score -2.577655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 190464 members 
Entering Unmasked Estep 
Score: -25776536.000000 Penalty: 6035.501953
	Iteration 208Q: 3 clusters Score -2.577654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 190474 members 
Entering Unmasked Estep 
Score: -25776538.000000 Penalty: 6035.501953
	Iteration 209Q: 3 clusters Score -2.577654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 190483 members 
Entering Unmasked Estep 
Score: -25776550.000000 Penalty: 6035.501953
	Iteration 210Q: 3 clusters Score -2.577655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 190497 members 
Entering Unmasked Estep 
Score: -25776560.000000 Penalty: 6035.501953
	Iteration 211Q: 3 clusters Score -2.577656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 190509 members 
Entering Unmasked Estep 
Score: -25776544.000000 Penalty: 6035.501953
	Iteration 212Q: 3 clusters Score -2.577654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 190522 members 
Entering Unmasked Estep 
Score: -25776538.000000 Penalty: 6035.501953
	Iteration 213Q: 3 clusters Score -2.577654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 190533 members 
Entering Unmasked Estep 
Score: -25776538.000000 Penalty: 6035.501953
	Iteration 214Q: 3 clusters Score -2.577654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 190541 members 
Entering Unmasked Estep 
Score: -25776560.000000 Penalty: 6035.501953
	Iteration 215Q: 3 clusters Score -2.577656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 190548 members 
Entering Unmasked Estep 
Score: -25776544.000000 Penalty: 6035.501953
	Iteration 216Q: 3 clusters Score -2.577654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 190556 members 
Entering Unmasked Estep 
Score: -25776554.000000 Penalty: 6035.501953
	Iteration 217Q: 3 clusters Score -2.577655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 190564 members 
Entering Unmasked Estep 
Score: -25776534.000000 Penalty: 6035.501953
	Iteration 218Q: 3 clusters Score -2.577653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 190571 members 
Entering Unmasked Estep 
Score: -25776546.000000 Penalty: 6035.501953
	Iteration 219Q: 3 clusters Score -2.577655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 190578 members 
Entering Unmasked Estep 
Score: -25776536.000000 Penalty: 6035.501953
	Iteration 220F: 3 clusters Score -2.577654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 190580 members 
Entering Unmasked Estep 
Score: -25776536.000000 Penalty: 6035.501953
	Iteration 221Q: 3 clusters Score -2.577654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 190581 members 
Entering Unmasked Estep 
Score: -25776540.000000 Penalty: 6035.501953
	Iteration 222Q: 3 clusters Score -2.577654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 190583 members 
Entering Unmasked Estep 
Score: -25776528.000000 Penalty: 6035.501953
	Iteration 223Q: 3 clusters Score -2.577653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 190587 members 
Entering Unmasked Estep 
Score: -25776532.000000 Penalty: 6035.501953
	Iteration 224Q: 3 clusters Score -2.577653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 190591 members 
Entering Unmasked Estep 
Score: -25776532.000000 Penalty: 6035.501953
	Iteration 225Q: 3 clusters Score -2.577653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 190593 members 
Entering Unmasked Estep 
Score: -25776534.000000 Penalty: 6035.501953
	Iteration 226Q: 3 clusters Score -2.577653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 190594 members 
Entering Unmasked Estep 
Score: -25776532.000000 Penalty: 6035.501953
	Iteration 227Q: 3 clusters Score -2.577653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 190597 members 
Entering Unmasked Estep 
Score: -25776522.000000 Penalty: 6035.501953
	Iteration 228Q: 3 clusters Score -2.577652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 190598 members 
Entering Unmasked Estep 
Score: -25776540.000000 Penalty: 6035.501953
	Iteration 229Q: 3 clusters Score -2.577654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 190600 members 
Entering Unmasked Estep 
Score: -25776528.000000 Penalty: 6035.501953
	Iteration 230Q: 3 clusters Score -2.577653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 190603 members 
Entering Unmasked Estep 
Score: -25776532.000000 Penalty: 6035.501953
	Iteration 231Q: 3 clusters Score -2.577653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 190605 members 
Entering Unmasked Estep 
Score: -25776536.000000 Penalty: 6035.501953
	Iteration 232Q: 3 clusters Score -2.577654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 190608 members 
Entering Unmasked Estep 
Score: -25776534.000000 Penalty: 6035.501953
	Iteration 233Q: 3 clusters Score -2.577653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 190610 members 
Entering Unmasked Estep 
Score: -25776532.000000 Penalty: 6035.501953
	Iteration 234Q: 3 clusters Score -2.577653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 190610 members 
Entering Unmasked Estep 
Score: -25776532.000000 Penalty: 6035.501953
	Iteration 235F: 3 clusters Score -2.577653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Entering Unmasked Estep 
Score: -4217712.000000 Penalty: 2565.191895
	Iteration 0F: 2 clusters Score -4217712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -4196403.500000 Penalty: 5130.383789
	Iteration 0F: 3 clusters Score -4196404 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -4204000.500000 Penalty: 5130.383789
	Iteration 1F: 3 clusters Score -4204000 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -4204535.500000 Penalty: 5130.383789
	Iteration 2Q: 3 clusters Score -4204536 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4205124.000000 Penalty: 5130.383789
	Iteration 3Q: 3 clusters Score -4205124 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4205906.000000 Penalty: 5130.383789
	Iteration 4Q: 3 clusters Score -4205906 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4206750.500000 Penalty: 5130.383789
	Iteration 5F: 3 clusters Score -4206750 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4207725.000000 Penalty: 5130.383789
	Iteration 6F: 3 clusters Score -4207725 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4208899.500000 Penalty: 5130.383789
	Iteration 7F: 3 clusters Score -4208900 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4210181.000000 Penalty: 5130.383789
	Iteration 8F: 3 clusters Score -4210181 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -4211433.500000 Penalty: 5130.383789
	Iteration 9F: 3 clusters Score -4211434 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -4212432.500000 Penalty: 5130.383789
	Iteration 10F: 3 clusters Score -4212432 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4213058.500000 Penalty: 5130.383789
	Iteration 11Q: 3 clusters Score -4213058 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4213364.000000 Penalty: 5130.383789
	Iteration 12Q: 3 clusters Score -4213364 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -4213561.500000 Penalty: 5130.383789
	Iteration 13Q: 3 clusters Score -4213562 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -4213688.500000 Penalty: 5130.383789
	Iteration 14Q: 3 clusters Score -4213688 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -4213814.500000 Penalty: 5130.383789
	Iteration 15Q: 3 clusters Score -4213814 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -4213914.500000 Penalty: 5130.383789
	Iteration 16Q: 3 clusters Score -4213914 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -4214022.000000 Penalty: 5130.383789
	Iteration 17Q: 3 clusters Score -4214022 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -4214115.000000 Penalty: 5130.383789
	Iteration 18Q: 3 clusters Score -4214115 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -4214209.000000 Penalty: 5130.383789
	Iteration 19Q: 3 clusters Score -4214209 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4214292.000000 Penalty: 5130.383789
	Iteration 20F: 3 clusters Score -4214292 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -4214383.000000 Penalty: 5130.383789
	Iteration 21Q: 3 clusters Score -4214383 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -4214479.000000 Penalty: 5130.383789
	Iteration 22Q: 3 clusters Score -4214479 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -4214544.500000 Penalty: 5130.383789
	Iteration 23Q: 3 clusters Score -4214544 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4214630.000000 Penalty: 5130.383789
	Iteration 24Q: 3 clusters Score -4214630 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -4214706.500000 Penalty: 5130.383789
	Iteration 25Q: 3 clusters Score -4214706 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -4214775.000000 Penalty: 5130.383789
	Iteration 26Q: 3 clusters Score -4214775 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -4214837.500000 Penalty: 5130.383789
	Iteration 27Q: 3 clusters Score -4214838 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -4214888.000000 Penalty: 5130.383789
	Iteration 28Q: 3 clusters Score -4214888 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4214954.000000 Penalty: 5130.383789
	Iteration 29Q: 3 clusters Score -4214954 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -4215009.500000 Penalty: 5130.383789
	Iteration 30Q: 3 clusters Score -4215010 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -4215064.500000 Penalty: 5130.383789
	Iteration 31Q: 3 clusters Score -4215064 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -4215128.500000 Penalty: 5130.383789
	Iteration 32Q: 3 clusters Score -4215128 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4215190.500000 Penalty: 5130.383789
	Iteration 33Q: 3 clusters Score -4215190 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4215269.000000 Penalty: 5130.383789
	Iteration 34Q: 3 clusters Score -4215269 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4215332.000000 Penalty: 5130.383789
	Iteration 35Q: 3 clusters Score -4215332 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4215407.500000 Penalty: 5130.383789
	Iteration 36Q: 3 clusters Score -4215408 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4215502.000000 Penalty: 5130.383789
	Iteration 37Q: 3 clusters Score -4215502 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4215557.000000 Penalty: 5130.383789
	Iteration 38Q: 3 clusters Score -4215557 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4215612.500000 Penalty: 5130.383789
	Iteration 39Q: 3 clusters Score -4215612 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4215691.500000 Penalty: 5130.383789
	Iteration 40F: 3 clusters Score -4215692 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4215733.500000 Penalty: 5130.383789
	Iteration 41Q: 3 clusters Score -4215734 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4215761.000000 Penalty: 5130.383789
	Iteration 42Q: 3 clusters Score -4215761 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4215804.500000 Penalty: 5130.383789
	Iteration 43Q: 3 clusters Score -4215804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4215817.000000 Penalty: 5130.383789
	Iteration 44Q: 3 clusters Score -4215817 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4215831.000000 Penalty: 5130.383789
	Iteration 45Q: 3 clusters Score -4215831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4215854.500000 Penalty: 5130.383789
	Iteration 46Q: 3 clusters Score -4215854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4215870.000000 Penalty: 5130.383789
	Iteration 47Q: 3 clusters Score -4215870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4215875.000000 Penalty: 5130.383789
	Iteration 48Q: 3 clusters Score -4215875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4215891.000000 Penalty: 5130.383789
	Iteration 49Q: 3 clusters Score -4215891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4215896.000000 Penalty: 5130.383789
	Iteration 50Q: 3 clusters Score -4215896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4215901.000000 Penalty: 5130.383789
	Iteration 51Q: 3 clusters Score -4215901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4215912.500000 Penalty: 5130.383789
	Iteration 52Q: 3 clusters Score -4215912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4215926.500000 Penalty: 5130.383789
	Iteration 53Q: 3 clusters Score -4215926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4215940.000000 Penalty: 5130.383789
	Iteration 54Q: 3 clusters Score -4215940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4215949.000000 Penalty: 5130.383789
	Iteration 55Q: 3 clusters Score -4215949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4215961.500000 Penalty: 5130.383789
	Iteration 56Q: 3 clusters Score -4215962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4215971.000000 Penalty: 5130.383789
	Iteration 57Q: 3 clusters Score -4215971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4215981.000000 Penalty: 5130.383789
	Iteration 58Q: 3 clusters Score -4215981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4215984.500000 Penalty: 5130.383789
	Iteration 59Q: 3 clusters Score -4215984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4215986.000000 Penalty: 5130.383789
	Iteration 60F: 3 clusters Score -4215986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4215991.000000 Penalty: 5130.383789
	Iteration 61Q: 3 clusters Score -4215991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4215993.000000 Penalty: 5130.383789
	Iteration 62Q: 3 clusters Score -4215993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4215995.500000 Penalty: 5130.383789
	Iteration 63Q: 3 clusters Score -4215996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4216001.000000 Penalty: 5130.383789
	Iteration 64Q: 3 clusters Score -4216001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4215997.000000 Penalty: 5130.383789
	Iteration 65Q: 3 clusters Score -4215997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4215999.500000 Penalty: 5130.383789
	Iteration 66Q: 3 clusters Score -4216000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4215993.000000 Penalty: 5130.383789
	Iteration 67Q: 3 clusters Score -4215993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4216001.500000 Penalty: 5130.383789
	Iteration 68Q: 3 clusters Score -4216002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4216008.000000 Penalty: 5130.383789
	Iteration 69Q: 3 clusters Score -4216008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4216013.500000 Penalty: 5130.383789
	Iteration 70Q: 3 clusters Score -4216014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4216015.000000 Penalty: 5130.383789
	Iteration 71Q: 3 clusters Score -4216015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4216021.500000 Penalty: 5130.383789
	Iteration 72Q: 3 clusters Score -4216022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4216017.000000 Penalty: 5130.383789
	Iteration 73Q: 3 clusters Score -4216017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4216020.500000 Penalty: 5130.383789
	Iteration 74Q: 3 clusters Score -4216020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4216019.000000 Penalty: 5130.383789
	Iteration 75Q: 3 clusters Score -4216019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4216017.500000 Penalty: 5130.383789
	Iteration 76Q: 3 clusters Score -4216018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4216019.500000 Penalty: 5130.383789
	Iteration 77Q: 3 clusters Score -4216020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4216020.500000 Penalty: 5130.383789
	Iteration 78Q: 3 clusters Score -4216020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4216020.500000 Penalty: 5130.383789
	Iteration 79F: 3 clusters Score -4216020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 125591 members 
Mstep: Class 3 contains 1531 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 49014 members 
Mstep: Class 7 contains 18160 members 
Mstep: Class 8 contains 5393 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 11 contains 98740 members 
Mstep: Class 12 contains 171979 members 
Mstep: Class 13 contains 4781 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 197945 members 
Mstep: Class 17 contains 192596 members 
Mstep: Class 21 contains 31055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144333648.000000 Penalty: 65528.617188
Iteration 79Q: 20 clusters Score -1.443336e+08 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 125262 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 49012 members 
Mstep: Class 7 contains 18211 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 735 members 
Mstep: Class 11 contains 99037 members 
Mstep: Class 12 contains 172076 members 
Mstep: Class 13 contains 4790 members 
Mstep: Class 14 contains 185802 members 
Mstep: Class 15 contains 1385 members 
Mstep: Class 16 contains 198199 members 
Mstep: Class 17 contains 192921 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 21 contains 31107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144334032.000000 Penalty: 65528.617188
Iteration 80F: 20 clusters Score -1.44334e+08 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 124264 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 4295 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 48950 members 
Mstep: Class 7 contains 18219 members 
Mstep: Class 8 contains 5412 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 712 members 
Mstep: Class 11 contains 98892 members 
Mstep: Class 12 contains 171827 members 
Mstep: Class 13 contains 4796 members 
Mstep: Class 14 contains 187926 members 
Mstep: Class 15 contains 1393 members 
Mstep: Class 16 contains 197923 members 
Mstep: Class 17 contains 192476 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 21 contains 31053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144333600.000000 Penalty: 65528.617188
Iteration 81Q: 20 clusters Score -1.443336e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 123299 members 
Mstep: Class 3 contains 1544 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 48882 members 
Mstep: Class 7 contains 18235 members 
Mstep: Class 8 contains 5404 members 
Mstep: Class 9 contains 3463 members 
Mstep: Class 10 contains 696 members 
Mstep: Class 11 contains 98856 members 
Mstep: Class 12 contains 171721 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 189598 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 197696 members 
Mstep: Class 17 contains 192107 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 21 contains 31021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144333088.000000 Penalty: 65528.617188
Iteration 82Q: 20 clusters Score -1.443331e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 122351 members 
Mstep: Class 3 contains 1546 members 
Mstep: Class 4 contains 4518 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 48808 members 
Mstep: Class 7 contains 18246 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 688 members 
Mstep: Class 11 contains 98862 members 
Mstep: Class 12 contains 171685 members 
Mstep: Class 13 contains 4818 members 
Mstep: Class 14 contains 190974 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 197519 members 
Mstep: Class 17 contains 191849 members 
Mstep: Class 18 contains 828 members 
Mstep: Class 21 contains 31000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144332880.000000 Penalty: 65528.617188
Iteration 83Q: 20 clusters Score -1.443329e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 121458 members 
Mstep: Class 3 contains 1549 members 
Mstep: Class 4 contains 4611 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 48737 members 
Mstep: Class 7 contains 18245 members 
Mstep: Class 8 contains 5395 members 
Mstep: Class 9 contains 3438 members 
Mstep: Class 10 contains 687 members 
Mstep: Class 11 contains 98912 members 
Mstep: Class 12 contains 171708 members 
Mstep: Class 13 contains 4834 members 
Mstep: Class 14 contains 192101 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 16 contains 197391 members 
Mstep: Class 17 contains 191662 members 
Mstep: Class 18 contains 828 members 
Mstep: Class 21 contains 30980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144332992.000000 Penalty: 65528.617188
Iteration 84Q: 20 clusters Score -1.44333e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 120555 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 48679 members 
Mstep: Class 7 contains 18263 members 
Mstep: Class 8 contains 5388 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 688 members 
Mstep: Class 11 contains 99016 members 
Mstep: Class 12 contains 171754 members 
Mstep: Class 13 contains 4847 members 
Mstep: Class 14 contains 193069 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 197299 members 
Mstep: Class 17 contains 191490 members 
Mstep: Class 18 contains 828 members 
Mstep: Class 21 contains 30963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144332992.000000 Penalty: 65528.617188
Iteration 85Q: 20 clusters Score -1.44333e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 119709 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 48615 members 
Mstep: Class 7 contains 18282 members 
Mstep: Class 8 contains 5377 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 687 members 
Mstep: Class 11 contains 99121 members 
Mstep: Class 12 contains 171786 members 
Mstep: Class 13 contains 4853 members 
Mstep: Class 14 contains 193946 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 197253 members 
Mstep: Class 17 contains 191333 members 
Mstep: Class 18 contains 828 members 
Mstep: Class 21 contains 30952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144333296.000000 Penalty: 65528.617188
Iteration 86Q: 20 clusters Score -1.443333e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 118848 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 48554 members 
Mstep: Class 7 contains 18294 members 
Mstep: Class 8 contains 5368 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 99237 members 
Mstep: Class 12 contains 171812 members 
Mstep: Class 13 contains 4854 members 
Mstep: Class 14 contains 194749 members 
Mstep: Class 15 contains 1436 members 
Mstep: Class 16 contains 197251 members 
Mstep: Class 17 contains 191208 members 
Mstep: Class 18 contains 829 members 
Mstep: Class 21 contains 30949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144333008.000000 Penalty: 65528.617188
Iteration 87Q: 20 clusters Score -1.44333e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 117939 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 48481 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 684 members 
Mstep: Class 11 contains 99388 members 
Mstep: Class 12 contains 171854 members 
Mstep: Class 13 contains 4855 members 
Mstep: Class 14 contains 195439 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 197274 members 
Mstep: Class 17 contains 191162 members 
Mstep: Class 18 contains 830 members 
Mstep: Class 21 contains 30942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144332336.000000 Penalty: 65528.617188
Iteration 88Q: 20 clusters Score -1.443323e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 117044 members 
Mstep: Class 3 contains 1540 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 48403 members 
Mstep: Class 7 contains 18349 members 
Mstep: Class 8 contains 5348 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 683 members 
Mstep: Class 11 contains 99574 members 
Mstep: Class 12 contains 171895 members 
Mstep: Class 13 contains 4854 members 
Mstep: Class 14 contains 195989 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 197371 members 
Mstep: Class 17 contains 191133 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 21 contains 30927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144332368.000000 Penalty: 65528.617188
Iteration 89Q: 20 clusters Score -1.443324e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 116106 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 5317 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 48322 members 
Mstep: Class 7 contains 18367 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 683 members 
Mstep: Class 11 contains 99802 members 
Mstep: Class 12 contains 171956 members 
Mstep: Class 13 contains 4856 members 
Mstep: Class 14 contains 196486 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 16 contains 197460 members 
Mstep: Class 17 contains 191146 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 21 contains 30931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144332272.000000 Penalty: 65528.617188
Iteration 90Q: 20 clusters Score -1.443323e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 115181 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 48238 members 
Mstep: Class 7 contains 18387 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 3360 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 11 contains 100053 members 
Mstep: Class 12 contains 172006 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 196979 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 16 contains 197538 members 
Mstep: Class 17 contains 191165 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 21 contains 30925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144331632.000000 Penalty: 65528.617188
Iteration 91Q: 20 clusters Score -1.443316e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 114274 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 5573 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 48163 members 
Mstep: Class 7 contains 18408 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 3353 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 11 contains 100352 members 
Mstep: Class 12 contains 172069 members 
Mstep: Class 13 contains 4863 members 
Mstep: Class 14 contains 197307 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 16 contains 197646 members 
Mstep: Class 17 contains 191205 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 21 contains 30927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144331536.000000 Penalty: 65528.617188
Iteration 92Q: 20 clusters Score -1.443315e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 113351 members 
Mstep: Class 3 contains 1544 members 
Mstep: Class 4 contains 5706 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 48101 members 
Mstep: Class 7 contains 18427 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 3349 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 100677 members 
Mstep: Class 12 contains 172122 members 
Mstep: Class 13 contains 4869 members 
Mstep: Class 14 contains 197583 members 
Mstep: Class 15 contains 1442 members 
Mstep: Class 16 contains 197765 members 
Mstep: Class 17 contains 191268 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 21 contains 30929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144331040.000000 Penalty: 65528.617188
Iteration 93Q: 20 clusters Score -1.44331e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 112438 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 4 contains 5843 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 48036 members 
Mstep: Class 7 contains 18436 members 
Mstep: Class 8 contains 5290 members 
Mstep: Class 9 contains 3347 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 101035 members 
Mstep: Class 12 contains 172182 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 197792 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 197917 members 
Mstep: Class 17 contains 191312 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 21 contains 30938 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 20 clusters Score -1.443311e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 111500 members 
Mstep: Class 3 contains 1546 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 47977 members 
Mstep: Class 7 contains 18453 members 
Mstep: Class 8 contains 5273 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 101417 members 
Mstep: Class 12 contains 172224 members 
Mstep: Class 13 contains 4873 members 
Mstep: Class 14 contains 197987 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 198081 members 
Mstep: Class 17 contains 191374 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 21 contains 30950 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 20 clusters Score -1.443309e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 110618 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 4 contains 6114 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 47923 members 
Mstep: Class 7 contains 18469 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 101785 members 
Mstep: Class 12 contains 172246 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 198189 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 16 contains 198221 members 
Mstep: Class 17 contains 191428 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 21 contains 30966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144330960.000000 Penalty: 65528.617188
Iteration 96Q: 20 clusters Score -1.44331e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 109737 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 4 contains 6273 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 47886 members 
Mstep: Class 7 contains 18470 members 
Mstep: Class 8 contains 5247 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 102168 members 
Mstep: Class 12 contains 172307 members 
Mstep: Class 13 contains 4879 members 
Mstep: Class 14 contains 198296 members 
Mstep: Class 15 contains 1459 members 
Mstep: Class 16 contains 198373 members 
Mstep: Class 17 contains 191490 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 21 contains 30964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144330640.000000 Penalty: 65528.617188
Iteration 97Q: 20 clusters Score -1.443306e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 108866 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 47846 members 
Mstep: Class 7 contains 18474 members 
Mstep: Class 8 contains 5239 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 102605 members 
Mstep: Class 12 contains 172377 members 
Mstep: Class 13 contains 4888 members 
Mstep: Class 14 contains 198272 members 
Mstep: Class 15 contains 1459 members 
Mstep: Class 16 contains 198558 members 
Mstep: Class 17 contains 191557 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 21 contains 30974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 20 clusters Score -1.443305e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 108026 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 6596 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 47788 members 
Mstep: Class 7 contains 18480 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 103033 members 
Mstep: Class 12 contains 172426 members 
Mstep: Class 13 contains 4890 members 
Mstep: Class 14 contains 198284 members 
Mstep: Class 15 contains 1460 members 
Mstep: Class 16 contains 198717 members 
Mstep: Class 17 contains 191635 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 21 contains 30987 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 20 clusters Score -1.443302e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 107166 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 6774 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 47738 members 
Mstep: Class 7 contains 18492 members 
Mstep: Class 8 contains 5214 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 103511 members 
Mstep: Class 12 contains 172428 members 
Mstep: Class 13 contains 4892 members 
Mstep: Class 14 contains 198258 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 198859 members 
Mstep: Class 17 contains 191743 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 21 contains 31013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144330224.000000 Penalty: 65528.617188
Iteration 100F: 20 clusters Score -1.443302e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 106341 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 6950 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47682 members 
Mstep: Class 7 contains 18502 members 
Mstep: Class 8 contains 5213 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 103965 members 
Mstep: Class 12 contains 172410 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 14 contains 198240 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 199034 members 
Mstep: Class 17 contains 191829 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 21 contains 31025 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 20 clusters Score -1.443301e+08 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 105531 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 7151 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 47629 members 
Mstep: Class 7 contains 18517 members 
Mstep: Class 8 contains 5211 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 104410 members 
Mstep: Class 12 contains 172396 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 198196 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 199228 members 
Mstep: Class 17 contains 191874 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 21 contains 31039 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 20 clusters Score -1.443302e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 104743 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 47586 members 
Mstep: Class 7 contains 18525 members 
Mstep: Class 8 contains 5211 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 104869 members 
Mstep: Class 12 contains 172383 members 
Mstep: Class 13 contains 4910 members 
Mstep: Class 14 contains 198169 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 199408 members 
Mstep: Class 17 contains 191892 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 21 contains 31052 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 20 clusters Score -1.443303e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 103935 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 7515 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 47546 members 
Mstep: Class 7 contains 18528 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 105322 members 
Mstep: Class 12 contains 172384 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 198122 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 199613 members 
Mstep: Class 17 contains 191931 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 21 contains 31058 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 20 clusters Score -1.443299e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 103159 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 7711 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 47501 members 
Mstep: Class 7 contains 18541 members 
Mstep: Class 8 contains 5205 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 105801 members 
Mstep: Class 12 contains 172398 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 198008 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 199824 members 
Mstep: Class 17 contains 191936 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 21 contains 31073 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 20 clusters Score -1.443296e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 102359 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 7889 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47476 members 
Mstep: Class 7 contains 18552 members 
Mstep: Class 8 contains 5198 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 106307 members 
Mstep: Class 12 contains 172418 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 197921 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 199988 members 
Mstep: Class 17 contains 191953 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 21 contains 31092 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -1.443298e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 101535 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 8080 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47446 members 
Mstep: Class 7 contains 18568 members 
Mstep: Class 8 contains 5196 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 106837 members 
Mstep: Class 12 contains 172422 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 197863 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 200118 members 
Mstep: Class 17 contains 191992 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 21 contains 31094 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -1.443296e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 100741 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 8314 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47422 members 
Mstep: Class 7 contains 18583 members 
Mstep: Class 8 contains 5193 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 107334 members 
Mstep: Class 12 contains 172418 members 
Mstep: Class 13 contains 4938 members 
Mstep: Class 14 contains 197753 members 
Mstep: Class 15 contains 1464 members 
Mstep: Class 16 contains 200244 members 
Mstep: Class 17 contains 192048 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 21 contains 31098 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -1.443295e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 99944 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 8561 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47393 members 
Mstep: Class 7 contains 18602 members 
Mstep: Class 8 contains 5187 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 107846 members 
Mstep: Class 12 contains 172434 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 197556 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 200418 members 
Mstep: Class 17 contains 192093 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 21 contains 31107 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -1.443293e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 99185 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 8799 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47349 members 
Mstep: Class 7 contains 18617 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 108396 members 
Mstep: Class 12 contains 172432 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 197338 members 
Mstep: Class 15 contains 1467 members 
Mstep: Class 16 contains 200600 members 
Mstep: Class 17 contains 192131 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31107 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -1.443294e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 98402 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 9047 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47323 members 
Mstep: Class 7 contains 18620 members 
Mstep: Class 8 contains 5174 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 108954 members 
Mstep: Class 12 contains 172413 members 
Mstep: Class 13 contains 4950 members 
Mstep: Class 14 contains 197139 members 
Mstep: Class 15 contains 1468 members 
Mstep: Class 16 contains 200779 members 
Mstep: Class 17 contains 192164 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31118 members 
Entering Unmasked Estep 
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Iteration 111Q: 20 clusters Score -1.443292e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 97611 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 9301 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47292 members 
Mstep: Class 7 contains 18622 members 
Mstep: Class 8 contains 5169 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 109541 members 
Mstep: Class 12 contains 172405 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 196924 members 
Mstep: Class 15 contains 1469 members 
Mstep: Class 16 contains 200945 members 
Mstep: Class 17 contains 192200 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31117 members 
Entering Unmasked Estep 
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Iteration 112Q: 20 clusters Score -1.443292e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 96841 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 9567 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47259 members 
Mstep: Class 7 contains 18628 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 110131 members 
Mstep: Class 12 contains 172389 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 196696 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 201103 members 
Mstep: Class 17 contains 192227 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31119 members 
Entering Unmasked Estep 
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Iteration 113Q: 20 clusters Score -1.443291e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 96045 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 4 contains 9837 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47239 members 
Mstep: Class 7 contains 18631 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 110745 members 
Mstep: Class 12 contains 172414 members 
Mstep: Class 13 contains 4959 members 
Mstep: Class 14 contains 196430 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 201241 members 
Mstep: Class 17 contains 192256 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31119 members 
Entering Unmasked Estep 
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Iteration 114Q: 20 clusters Score -1.443296e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 95282 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 10108 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47218 members 
Mstep: Class 7 contains 18637 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 111358 members 
Mstep: Class 12 contains 172422 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 196129 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 201398 members 
Mstep: Class 17 contains 192279 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329328.000000 Penalty: 65528.617188
Iteration 115Q: 20 clusters Score -1.443293e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 94558 members 
Mstep: Class 3 contains 1563 members 
Mstep: Class 4 contains 10381 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47190 members 
Mstep: Class 7 contains 18633 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 111946 members 
Mstep: Class 12 contains 172430 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 195859 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 201530 members 
Mstep: Class 17 contains 192305 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329424.000000 Penalty: 65528.617188
Iteration 116Q: 20 clusters Score -1.443294e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 93811 members 
Mstep: Class 3 contains 1568 members 
Mstep: Class 4 contains 10658 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47156 members 
Mstep: Class 7 contains 18635 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 3318 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 112593 members 
Mstep: Class 12 contains 172433 members 
Mstep: Class 13 contains 4968 members 
Mstep: Class 14 contains 195648 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 201605 members 
Mstep: Class 17 contains 192293 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329440.000000 Penalty: 65528.617188
Iteration 117Q: 20 clusters Score -1.443294e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 93085 members 
Mstep: Class 3 contains 1570 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47143 members 
Mstep: Class 7 contains 18642 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 113182 members 
Mstep: Class 12 contains 172443 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 195404 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 201688 members 
Mstep: Class 17 contains 192287 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329360.000000 Penalty: 65528.617188
Iteration 118Q: 20 clusters Score -1.443294e+08 nChanged 2208
Entering ConstructFrom: 
Score: -144329360.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -135455.500000 Penalty: 1731.289429
	Iteration 0F: 2 clusters Score -135455.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -133480.437500 Penalty: 3462.578857
	Iteration 0F: 3 clusters Score -133480.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -133817.468750 Penalty: 3462.578857
	Iteration 1F: 3 clusters Score -133817.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133940.046875 Penalty: 3462.578857
	Iteration 2F: 3 clusters Score -133940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -134005.265625 Penalty: 3462.578857
	Iteration 3Q: 3 clusters Score -134005.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -134042.218750 Penalty: 3462.578857
	Iteration 4Q: 3 clusters Score -134042.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134080.500000 Penalty: 3462.578857
	Iteration 5Q: 3 clusters Score -134080.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134101.421875 Penalty: 3462.578857
	Iteration 6Q: 3 clusters Score -134101.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -134120.625000 Penalty: 3462.578857
	Iteration 7Q: 3 clusters Score -134120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -134130.906250 Penalty: 3462.578857
	Iteration 8Q: 3 clusters Score -134130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134144.234375 Penalty: 3462.578857
	Iteration 9Q: 3 clusters Score -134144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134151.968750 Penalty: 3462.578857
	Iteration 10Q: 3 clusters Score -134152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -134165.593750 Penalty: 3462.578857
	Iteration 11Q: 3 clusters Score -134165.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134185.609375 Penalty: 3462.578857
	Iteration 12Q: 3 clusters Score -134185.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -134243.578125 Penalty: 3462.578857
	Iteration 13Q: 3 clusters Score -134243.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134318.359375 Penalty: 3462.578857
	Iteration 14Q: 3 clusters Score -134318.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134395.531250 Penalty: 3462.578857
	Iteration 15Q: 3 clusters Score -134395.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134473.671875 Penalty: 3462.578857
	Iteration 16Q: 3 clusters Score -134473.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134645.890625 Penalty: 3462.578857
	Iteration 17Q: 3 clusters Score -134645.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135049.578125 Penalty: 3462.578857
	Iteration 18F: 3 clusters Score -135049.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135235.078125 Penalty: 3462.578857
	Iteration 19F: 3 clusters Score -135235.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135378.734375 Penalty: 3462.578857
	Iteration 20F: 3 clusters Score -135378.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -135467.687500 Penalty: 3462.578857
	Iteration 21Q: 3 clusters Score -135467.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -135518.781250 Penalty: 3462.578857
	Iteration 22Q: 3 clusters Score -135518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -135527.781250 Penalty: 3462.578857
	Iteration 23Q: 3 clusters Score -135527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135530.734375 Penalty: 3462.578857
	Iteration 24Q: 3 clusters Score -135530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135530.734375 Penalty: 3462.578857
	Iteration 25F: 3 clusters Score -135530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 92396 members 
Mstep: Class 3 contains 1576 members 
Mstep: Class 4 contains 11245 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47126 members 
Mstep: Class 7 contains 18640 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 113769 members 
Mstep: Class 12 contains 172450 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 195178 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 201792 members 
Mstep: Class 17 contains 192249 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 688 members 
Mstep: Class 21 contains 31109 members 
Entering Unmasked Estep 
Score: -144327664.000000 Penalty: 68977.492188
Splitting cluster 1 changes total score from -144329360.000000 to -144327664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (92396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Entering Unmasked Estep 
Score: -12447312.000000 Penalty: 2835.592041
	Iteration 0F: 2 clusters Score -1.244731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -12385460.000000 Penalty: 5671.184082
	Iteration 0F: 3 clusters Score -1.238546e+07 nChanged 43838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -12410440.000000 Penalty: 5671.184082
	Iteration 1F: 3 clusters Score -1.241044e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -12411127.000000 Penalty: 5671.184082
	Iteration 2Q: 3 clusters Score -1.241113e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -12412124.000000 Penalty: 5671.184082
	Iteration 3Q: 3 clusters Score -1.241212e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -12413602.000000 Penalty: 5671.184082
	Iteration 4Q: 3 clusters Score -1.24136e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -12415675.000000 Penalty: 5671.184082
	Iteration 5Q: 3 clusters Score -1.241568e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -12419104.000000 Penalty: 5671.184082
	Iteration 6F: 3 clusters Score -1.24191e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -12424167.000000 Penalty: 5671.184082
	Iteration 7F: 3 clusters Score -1.242417e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -12430233.000000 Penalty: 5671.184082
	Iteration 8F: 3 clusters Score -1.243023e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -12435469.000000 Penalty: 5671.184082
	Iteration 9F: 3 clusters Score -1.243547e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -12439324.000000 Penalty: 5671.184082
	Iteration 10Q: 3 clusters Score -1.243932e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -12441498.000000 Penalty: 5671.184082
	Iteration 11Q: 3 clusters Score -1.24415e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 81316 members 
Entering Unmasked Estep 
Score: -12442652.000000 Penalty: 5671.184082
	Iteration 12Q: 3 clusters Score -1.244265e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -12443359.000000 Penalty: 5671.184082
	Iteration 13Q: 3 clusters Score -1.244336e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 83431 members 
Entering Unmasked Estep 
Score: -12443843.000000 Penalty: 5671.184082
	Iteration 14Q: 3 clusters Score -1.244384e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 84240 members 
Entering Unmasked Estep 
Score: -12444149.000000 Penalty: 5671.184082
	Iteration 15Q: 3 clusters Score -1.244415e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -12444453.000000 Penalty: 5671.184082
	Iteration 16Q: 3 clusters Score -1.244445e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 85573 members 
Entering Unmasked Estep 
Score: -12444689.000000 Penalty: 5671.184082
	Iteration 17Q: 3 clusters Score -1.244469e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -12444854.000000 Penalty: 5671.184082
	Iteration 18Q: 3 clusters Score -1.244485e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -12445067.000000 Penalty: 5671.184082
	Iteration 19Q: 3 clusters Score -1.244507e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -12445257.000000 Penalty: 5671.184082
	Iteration 20F: 3 clusters Score -1.244526e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -12445387.000000 Penalty: 5671.184082
	Iteration 21Q: 3 clusters Score -1.244539e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -12445475.000000 Penalty: 5671.184082
	Iteration 22Q: 3 clusters Score -1.244548e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -12445547.000000 Penalty: 5671.184082
	Iteration 23Q: 3 clusters Score -1.244555e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -12445608.000000 Penalty: 5671.184082
	Iteration 24Q: 3 clusters Score -1.244561e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 88379 members 
Entering Unmasked Estep 
Score: -12445684.000000 Penalty: 5671.184082
	Iteration 25Q: 3 clusters Score -1.244568e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 88537 members 
Entering Unmasked Estep 
Score: -12445708.000000 Penalty: 5671.184082
	Iteration 26Q: 3 clusters Score -1.244571e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -12445736.000000 Penalty: 5671.184082
	Iteration 27Q: 3 clusters Score -1.244574e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -12445751.000000 Penalty: 5671.184082
	Iteration 28Q: 3 clusters Score -1.244575e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -12445760.000000 Penalty: 5671.184082
	Iteration 29Q: 3 clusters Score -1.244576e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -12445796.000000 Penalty: 5671.184082
	Iteration 30Q: 3 clusters Score -1.24458e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 88996 members 
Entering Unmasked Estep 
Score: -12445840.000000 Penalty: 5671.184082
	Iteration 31Q: 3 clusters Score -1.244584e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -12445869.000000 Penalty: 5671.184082
	Iteration 32Q: 3 clusters Score -1.244587e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 89118 members 
Entering Unmasked Estep 
Score: -12445885.000000 Penalty: 5671.184082
	Iteration 33Q: 3 clusters Score -1.244588e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 89178 members 
Entering Unmasked Estep 
Score: -12445899.000000 Penalty: 5671.184082
	Iteration 34Q: 3 clusters Score -1.24459e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -12445934.000000 Penalty: 5671.184082
	Iteration 35Q: 3 clusters Score -1.244593e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -12445957.000000 Penalty: 5671.184082
	Iteration 36Q: 3 clusters Score -1.244596e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -12445986.000000 Penalty: 5671.184082
	Iteration 37Q: 3 clusters Score -1.244599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -12445988.000000 Penalty: 5671.184082
	Iteration 38Q: 3 clusters Score -1.244599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -12445989.000000 Penalty: 5671.184082
	Iteration 39Q: 3 clusters Score -1.244599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 89367 members 
Entering Unmasked Estep 
Score: -12446005.000000 Penalty: 5671.184082
	Iteration 40F: 3 clusters Score -1.2446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -12446010.000000 Penalty: 5671.184082
	Iteration 41Q: 3 clusters Score -1.244601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -12446017.000000 Penalty: 5671.184082
	Iteration 42Q: 3 clusters Score -1.244602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -12446008.000000 Penalty: 5671.184082
	Iteration 43Q: 3 clusters Score -1.244601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -12446017.000000 Penalty: 5671.184082
	Iteration 44Q: 3 clusters Score -1.244602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 89423 members 
Entering Unmasked Estep 
Score: -12446015.000000 Penalty: 5671.184082
	Iteration 45Q: 3 clusters Score -1.244602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -12446031.000000 Penalty: 5671.184082
	Iteration 46Q: 3 clusters Score -1.244603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -12446028.000000 Penalty: 5671.184082
	Iteration 47Q: 3 clusters Score -1.244603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -12446036.000000 Penalty: 5671.184082
	Iteration 48Q: 3 clusters Score -1.244604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -12446038.000000 Penalty: 5671.184082
	Iteration 49Q: 3 clusters Score -1.244604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -12446032.000000 Penalty: 5671.184082
	Iteration 50Q: 3 clusters Score -1.244603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -12446037.000000 Penalty: 5671.184082
	Iteration 51Q: 3 clusters Score -1.244604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -12446040.000000 Penalty: 5671.184082
	Iteration 52Q: 3 clusters Score -1.244604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -12446046.000000 Penalty: 5671.184082
	Iteration 53Q: 3 clusters Score -1.244605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 89455 members 
Entering Unmasked Estep 
Score: -12446049.000000 Penalty: 5671.184082
	Iteration 54Q: 3 clusters Score -1.244605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 89455 members 
Entering Unmasked Estep 
Score: -12446047.000000 Penalty: 5671.184082
	Iteration 55Q: 3 clusters Score -1.244605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -12446050.000000 Penalty: 5671.184082
	Iteration 56Q: 3 clusters Score -1.244605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -12446035.000000 Penalty: 5671.184082
	Iteration 57Q: 3 clusters Score -1.244604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 89463 members 
Entering Unmasked Estep 
Score: -12446037.000000 Penalty: 5671.184082
	Iteration 58Q: 3 clusters Score -1.244604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 89467 members 
Entering Unmasked Estep 
Score: -12446034.000000 Penalty: 5671.184082
	Iteration 59Q: 3 clusters Score -1.244603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -12446038.000000 Penalty: 5671.184082
	Iteration 60F: 3 clusters Score -1.244604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -12446042.000000 Penalty: 5671.184082
	Iteration 61Q: 3 clusters Score -1.244604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -12446043.000000 Penalty: 5671.184082
	Iteration 62Q: 3 clusters Score -1.244604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 89479 members 
Entering Unmasked Estep 
Score: -12446036.000000 Penalty: 5671.184082
	Iteration 63Q: 3 clusters Score -1.244604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -12446042.000000 Penalty: 5671.184082
	Iteration 64Q: 3 clusters Score -1.244604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -12446041.000000 Penalty: 5671.184082
	Iteration 65Q: 3 clusters Score -1.244604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 89501 members 
Entering Unmasked Estep 
Score: -12446041.000000 Penalty: 5671.184082
	Iteration 66Q: 3 clusters Score -1.244604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -12446032.000000 Penalty: 5671.184082
	Iteration 67Q: 3 clusters Score -1.244603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
Score: -12446032.000000 Penalty: 5671.184082
	Iteration 68Q: 3 clusters Score -1.244603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 89530 members 
Entering Unmasked Estep 
Score: -12446032.000000 Penalty: 5671.184082
	Iteration 69Q: 3 clusters Score -1.244603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 89540 members 
Entering Unmasked Estep 
Score: -12446028.000000 Penalty: 5671.184082
	Iteration 70Q: 3 clusters Score -1.244603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -12446016.000000 Penalty: 5671.184082
	Iteration 71Q: 3 clusters Score -1.244602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -12446016.000000 Penalty: 5671.184082
	Iteration 72Q: 3 clusters Score -1.244602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -12446005.000000 Penalty: 5671.184082
	Iteration 73Q: 3 clusters Score -1.2446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -12445992.000000 Penalty: 5671.184082
	Iteration 74Q: 3 clusters Score -1.244599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 89585 members 
Entering Unmasked Estep 
Score: -12445990.000000 Penalty: 5671.184082
	Iteration 75Q: 3 clusters Score -1.244599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -12446001.000000 Penalty: 5671.184082
	Iteration 76Q: 3 clusters Score -1.2446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 89597 members 
Entering Unmasked Estep 
Score: -12446007.000000 Penalty: 5671.184082
	Iteration 77Q: 3 clusters Score -1.244601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 89598 members 
Entering Unmasked Estep 
Score: -12446005.000000 Penalty: 5671.184082
	Iteration 78Q: 3 clusters Score -1.2446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -12446001.000000 Penalty: 5671.184082
	Iteration 79Q: 3 clusters Score -1.2446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -12446004.000000 Penalty: 5671.184082
	Iteration 80F: 3 clusters Score -1.2446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -12446001.000000 Penalty: 5671.184082
	Iteration 81Q: 3 clusters Score -1.2446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 89603 members 
Entering Unmasked Estep 
Score: -12446012.000000 Penalty: 5671.184082
	Iteration 82Q: 3 clusters Score -1.244601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -12446008.000000 Penalty: 5671.184082
	Iteration 83Q: 3 clusters Score -1.244601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -12446014.000000 Penalty: 5671.184082
	Iteration 84Q: 3 clusters Score -1.244601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -12446017.000000 Penalty: 5671.184082
	Iteration 85Q: 3 clusters Score -1.244602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -12446017.000000 Penalty: 5671.184082
	Iteration 86F: 3 clusters Score -1.244602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -196635.843750 Penalty: 1825.936035
	Iteration 0F: 2 clusters Score -196635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -194526.125000 Penalty: 3651.872070
	Iteration 0F: 3 clusters Score -194526.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -195167.343750 Penalty: 3651.872070
	Iteration 1F: 3 clusters Score -195167.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -195540.781250 Penalty: 3651.872070
	Iteration 2F: 3 clusters Score -195540.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -196013.109375 Penalty: 3651.872070
	Iteration 3F: 3 clusters Score -196013.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -196371.093750 Penalty: 3651.872070
	Iteration 4F: 3 clusters Score -196371.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196555.968750 Penalty: 3651.872070
	Iteration 5Q: 3 clusters Score -196556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -196642.578125 Penalty: 3651.872070
	Iteration 6Q: 3 clusters Score -196642.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -196707.250000 Penalty: 3651.872070
	Iteration 7Q: 3 clusters Score -196707.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -196730.203125 Penalty: 3651.872070
	Iteration 8Q: 3 clusters Score -196730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -196745.390625 Penalty: 3651.872070
	Iteration 9Q: 3 clusters Score -196745.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -196758.921875 Penalty: 3651.872070
	Iteration 10Q: 3 clusters Score -196758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -196764.421875 Penalty: 3651.872070
	Iteration 11Q: 3 clusters Score -196764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -196766.015625 Penalty: 3651.872070
	Iteration 12Q: 3 clusters Score -196766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -196767.500000 Penalty: 3651.872070
	Iteration 13F: 3 clusters Score -196767.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -196773.046875 Penalty: 3651.872070
	Iteration 14Q: 3 clusters Score -196773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -196775.921875 Penalty: 3651.872070
	Iteration 15Q: 3 clusters Score -196775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196779.312500 Penalty: 3651.872070
	Iteration 16Q: 3 clusters Score -196779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -196780.875000 Penalty: 3651.872070
	Iteration 17Q: 3 clusters Score -196780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -196782.421875 Penalty: 3651.872070
	Iteration 18Q: 3 clusters Score -196782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -196785.296875 Penalty: 3651.872070
	Iteration 19Q: 3 clusters Score -196785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196788.000000 Penalty: 3651.872070
	Iteration 20F: 3 clusters Score -196788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -196789.703125 Penalty: 3651.872070
	Iteration 21Q: 3 clusters Score -196789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196790.640625 Penalty: 3651.872070
	Iteration 22Q: 3 clusters Score -196790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196790.640625 Penalty: 3651.872070
	Iteration 23F: 3 clusters Score -196790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 92396 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 11245 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47126 members 
Mstep: Class 7 contains 18640 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 113769 members 
Mstep: Class 12 contains 172450 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 195178 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 201792 members 
Mstep: Class 17 contains 192249 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 762 members 
Mstep: Class 21 contains 31109 members 
Entering Unmasked Estep 
Score: -144328032.000000 Penalty: 68977.492188
Splitting cluster 3 changes total score from -144329360.000000 to -144328032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Entering Unmasked Estep 
Score: -1541943.625000 Penalty: 2313.264404
	Iteration 0F: 2 clusters Score -1541944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1533508.625000 Penalty: 4626.528809
	Iteration 0F: 3 clusters Score -1533509 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1536011.375000 Penalty: 4626.528809
	Iteration 1F: 3 clusters Score -1536011 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1536302.875000 Penalty: 4626.528809
	Iteration 2F: 3 clusters Score -1536303 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1536496.250000 Penalty: 4626.528809
	Iteration 3Q: 3 clusters Score -1536496 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1536651.250000 Penalty: 4626.528809
	Iteration 4Q: 3 clusters Score -1536651 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1536799.875000 Penalty: 4626.528809
	Iteration 5Q: 3 clusters Score -1536800 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1536963.500000 Penalty: 4626.528809
	Iteration 6Q: 3 clusters Score -1536964 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1537162.250000 Penalty: 4626.528809
	Iteration 7Q: 3 clusters Score -1537162 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1537497.625000 Penalty: 4626.528809
	Iteration 8Q: 3 clusters Score -1537498 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1538029.500000 Penalty: 4626.528809
	Iteration 9F: 3 clusters Score -1538030 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1538796.375000 Penalty: 4626.528809
	Iteration 10F: 3 clusters Score -1538796 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1539565.625000 Penalty: 4626.528809
	Iteration 11F: 3 clusters Score -1539566 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1540100.625000 Penalty: 4626.528809
	Iteration 12F: 3 clusters Score -1540101 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1540388.125000 Penalty: 4626.528809
	Iteration 13Q: 3 clusters Score -1540388 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1540530.500000 Penalty: 4626.528809
	Iteration 14Q: 3 clusters Score -1540530 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1540608.375000 Penalty: 4626.528809
	Iteration 15Q: 3 clusters Score -1540608 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1540668.125000 Penalty: 4626.528809
	Iteration 16Q: 3 clusters Score -1540668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1540690.500000 Penalty: 4626.528809
	Iteration 17Q: 3 clusters Score -1540690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1540709.625000 Penalty: 4626.528809
	Iteration 18Q: 3 clusters Score -1540710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1540722.625000 Penalty: 4626.528809
	Iteration 19Q: 3 clusters Score -1540723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1540725.375000 Penalty: 4626.528809
	Iteration 20F: 3 clusters Score -1540725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1540739.000000 Penalty: 4626.528809
	Iteration 21Q: 3 clusters Score -1540739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1540746.750000 Penalty: 4626.528809
	Iteration 22Q: 3 clusters Score -1540747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1540752.125000 Penalty: 4626.528809
	Iteration 23Q: 3 clusters Score -1540752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1540760.125000 Penalty: 4626.528809
	Iteration 24Q: 3 clusters Score -1540760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1540765.750000 Penalty: 4626.528809
	Iteration 25Q: 3 clusters Score -1540766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1540766.125000 Penalty: 4626.528809
	Iteration 26Q: 3 clusters Score -1540766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1540769.250000 Penalty: 4626.528809
	Iteration 27Q: 3 clusters Score -1540769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1540773.250000 Penalty: 4626.528809
	Iteration 28Q: 3 clusters Score -1540773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1540770.000000 Penalty: 4626.528809
	Iteration 29Q: 3 clusters Score -1540770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1540769.000000 Penalty: 4626.528809
	Iteration 30Q: 3 clusters Score -1540769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1540771.625000 Penalty: 4626.528809
	Iteration 31Q: 3 clusters Score -1540772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1540774.500000 Penalty: 4626.528809
	Iteration 32Q: 3 clusters Score -1540774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1540774.500000 Penalty: 4626.528809
	Iteration 33Q: 3 clusters Score -1540774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1540773.875000 Penalty: 4626.528809
	Iteration 34Q: 3 clusters Score -1540774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1540773.875000 Penalty: 4626.528809
	Iteration 35F: 3 clusters Score -1540774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -60070.035156 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -60070.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58582.367188 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -58582.37 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58775.750000 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -58775.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58865.093750 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -58865.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58914.093750 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -58914.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58983.789062 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -58983.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59061.625000 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -59061.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59108.218750 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -59108.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59127.699219 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -59127.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59145.906250 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -59145.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59161.144531 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -59161.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59170.585938 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -59170.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59187.398438 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -59187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59189.054688 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -59189.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59189.054688 Penalty: 3080.457520
	Iteration 13F: 3 clusters Score -59189.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Entering Unmasked Estep 
Score: -6142457.500000 Penalty: 2668.623779
	Iteration 0F: 2 clusters Score -6142458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -6110706.500000 Penalty: 5337.247559
	Iteration 0F: 3 clusters Score -6110706 nChanged 21694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -6122613.500000 Penalty: 5337.247559
	Iteration 1F: 3 clusters Score -6122614 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -6123360.500000 Penalty: 5337.247559
	Iteration 2Q: 3 clusters Score -6123360 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -6124120.500000 Penalty: 5337.247559
	Iteration 3Q: 3 clusters Score -6124120 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -6125246.000000 Penalty: 5337.247559
	Iteration 4F: 3 clusters Score -6125246 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -6126901.500000 Penalty: 5337.247559
	Iteration 5F: 3 clusters Score -6126902 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -6129208.500000 Penalty: 5337.247559
	Iteration 6F: 3 clusters Score -6129208 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -6131861.500000 Penalty: 5337.247559
	Iteration 7F: 3 clusters Score -6131862 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -6134499.500000 Penalty: 5337.247559
	Iteration 8F: 3 clusters Score -6134500 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -6136610.500000 Penalty: 5337.247559
	Iteration 9F: 3 clusters Score -6136610 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6138290.000000 Penalty: 5337.247559
	Iteration 10Q: 3 clusters Score -6138290 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6139253.500000 Penalty: 5337.247559
	Iteration 11Q: 3 clusters Score -6139254 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6139688.000000 Penalty: 5337.247559
	Iteration 12Q: 3 clusters Score -6139688 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6140001.000000 Penalty: 5337.247559
	Iteration 13Q: 3 clusters Score -6140001 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6140184.000000 Penalty: 5337.247559
	Iteration 14Q: 3 clusters Score -6140184 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6140319.500000 Penalty: 5337.247559
	Iteration 15Q: 3 clusters Score -6140320 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6140452.000000 Penalty: 5337.247559
	Iteration 16Q: 3 clusters Score -6140452 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6140552.000000 Penalty: 5337.247559
	Iteration 17Q: 3 clusters Score -6140552 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6140625.000000 Penalty: 5337.247559
	Iteration 18Q: 3 clusters Score -6140625 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6140664.500000 Penalty: 5337.247559
	Iteration 19Q: 3 clusters Score -6140664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6140688.000000 Penalty: 5337.247559
	Iteration 20F: 3 clusters Score -6140688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6140713.000000 Penalty: 5337.247559
	Iteration 21Q: 3 clusters Score -6140713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6140728.500000 Penalty: 5337.247559
	Iteration 22Q: 3 clusters Score -6140728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6140726.500000 Penalty: 5337.247559
	Iteration 23Q: 3 clusters Score -6140726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6140732.500000 Penalty: 5337.247559
	Iteration 24Q: 3 clusters Score -6140732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6140727.000000 Penalty: 5337.247559
	Iteration 25Q: 3 clusters Score -6140727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6140745.000000 Penalty: 5337.247559
	Iteration 26Q: 3 clusters Score -6140745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6140737.500000 Penalty: 5337.247559
	Iteration 27Q: 3 clusters Score -6140738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6140743.000000 Penalty: 5337.247559
	Iteration 28Q: 3 clusters Score -6140743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6140753.000000 Penalty: 5337.247559
	Iteration 29Q: 3 clusters Score -6140753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6140758.500000 Penalty: 5337.247559
	Iteration 30Q: 3 clusters Score -6140758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6140761.500000 Penalty: 5337.247559
	Iteration 31Q: 3 clusters Score -6140762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6140761.000000 Penalty: 5337.247559
	Iteration 32Q: 3 clusters Score -6140761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6140760.500000 Penalty: 5337.247559
	Iteration 33Q: 3 clusters Score -6140760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6140763.500000 Penalty: 5337.247559
	Iteration 34Q: 3 clusters Score -6140764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6140762.500000 Penalty: 5337.247559
	Iteration 35Q: 3 clusters Score -6140762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6140762.500000 Penalty: 5337.247559
	Iteration 36F: 3 clusters Score -6140762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Entering Unmasked Estep 
Score: -2397203.250000 Penalty: 2438.600098
	Iteration 0F: 2 clusters Score -2397203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2384113.750000 Penalty: 4877.200195
	Iteration 0F: 3 clusters Score -2384114 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2389000.500000 Penalty: 4877.200195
	Iteration 1F: 3 clusters Score -2389000 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2389771.750000 Penalty: 4877.200195
	Iteration 2F: 3 clusters Score -2389772 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2390304.250000 Penalty: 4877.200195
	Iteration 3F: 3 clusters Score -2390304 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2390745.250000 Penalty: 4877.200195
	Iteration 4F: 3 clusters Score -2390745 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2391122.000000 Penalty: 4877.200195
	Iteration 5Q: 3 clusters Score -2391122 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2391556.250000 Penalty: 4877.200195
	Iteration 6Q: 3 clusters Score -2391556 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2392034.250000 Penalty: 4877.200195
	Iteration 7Q: 3 clusters Score -2392034 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2392620.000000 Penalty: 4877.200195
	Iteration 8F: 3 clusters Score -2392620 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2393227.250000 Penalty: 4877.200195
	Iteration 9F: 3 clusters Score -2393227 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2393817.750000 Penalty: 4877.200195
	Iteration 10Q: 3 clusters Score -2393818 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2394324.250000 Penalty: 4877.200195
	Iteration 11Q: 3 clusters Score -2394324 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2394745.000000 Penalty: 4877.200195
	Iteration 12Q: 3 clusters Score -2394745 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2395120.750000 Penalty: 4877.200195
	Iteration 13Q: 3 clusters Score -2395121 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2395403.250000 Penalty: 4877.200195
	Iteration 14Q: 3 clusters Score -2395403 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2395639.250000 Penalty: 4877.200195
	Iteration 15Q: 3 clusters Score -2395639 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2395833.250000 Penalty: 4877.200195
	Iteration 16Q: 3 clusters Score -2395833 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2395961.000000 Penalty: 4877.200195
	Iteration 17Q: 3 clusters Score -2395961 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2396084.750000 Penalty: 4877.200195
	Iteration 18Q: 3 clusters Score -2396085 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2396201.250000 Penalty: 4877.200195
	Iteration 19Q: 3 clusters Score -2396201 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2396305.500000 Penalty: 4877.200195
	Iteration 20F: 3 clusters Score -2396306 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2396442.250000 Penalty: 4877.200195
	Iteration 21Q: 3 clusters Score -2396442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2396513.750000 Penalty: 4877.200195
	Iteration 22Q: 3 clusters Score -2396514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2396553.000000 Penalty: 4877.200195
	Iteration 23Q: 3 clusters Score -2396553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2396573.500000 Penalty: 4877.200195
	Iteration 24Q: 3 clusters Score -2396574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2396584.750000 Penalty: 4877.200195
	Iteration 25Q: 3 clusters Score -2396585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2396607.250000 Penalty: 4877.200195
	Iteration 26Q: 3 clusters Score -2396607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2396610.250000 Penalty: 4877.200195
	Iteration 27Q: 3 clusters Score -2396610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2396620.000000 Penalty: 4877.200195
	Iteration 28Q: 3 clusters Score -2396620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2396622.000000 Penalty: 4877.200195
	Iteration 29Q: 3 clusters Score -2396622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2396619.750000 Penalty: 4877.200195
	Iteration 30Q: 3 clusters Score -2396620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2396619.750000 Penalty: 4877.200195
	Iteration 31F: 3 clusters Score -2396620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Entering Unmasked Estep 
Score: -678179.687500 Penalty: 2118.919434
	Iteration 0F: 2 clusters Score -678179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -673576.000000 Penalty: 4237.838867
	Iteration 0F: 3 clusters Score -673576 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -674609.750000 Penalty: 4237.838867
	Iteration 1F: 3 clusters Score -674609.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -674815.687500 Penalty: 4237.838867
	Iteration 2F: 3 clusters Score -674815.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -674922.125000 Penalty: 4237.838867
	Iteration 3Q: 3 clusters Score -674922.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -674990.437500 Penalty: 4237.838867
	Iteration 4Q: 3 clusters Score -674990.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -675043.750000 Penalty: 4237.838867
	Iteration 5Q: 3 clusters Score -675043.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -675085.500000 Penalty: 4237.838867
	Iteration 6Q: 3 clusters Score -675085.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -675117.875000 Penalty: 4237.838867
	Iteration 7Q: 3 clusters Score -675117.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -675146.812500 Penalty: 4237.838867
	Iteration 8Q: 3 clusters Score -675146.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -675174.062500 Penalty: 4237.838867
	Iteration 9Q: 3 clusters Score -675174.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -675202.250000 Penalty: 4237.838867
	Iteration 10Q: 3 clusters Score -675202.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -675223.875000 Penalty: 4237.838867
	Iteration 11Q: 3 clusters Score -675223.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -675252.062500 Penalty: 4237.838867
	Iteration 12Q: 3 clusters Score -675252.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -675288.937500 Penalty: 4237.838867
	Iteration 13Q: 3 clusters Score -675288.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -675326.125000 Penalty: 4237.838867
	Iteration 14Q: 3 clusters Score -675326.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -675359.187500 Penalty: 4237.838867
	Iteration 15Q: 3 clusters Score -675359.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -675382.625000 Penalty: 4237.838867
	Iteration 16Q: 3 clusters Score -675382.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -675398.125000 Penalty: 4237.838867
	Iteration 17Q: 3 clusters Score -675398.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -675413.875000 Penalty: 4237.838867
	Iteration 18Q: 3 clusters Score -675413.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -675427.312500 Penalty: 4237.838867
	Iteration 19Q: 3 clusters Score -675427.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -675444.312500 Penalty: 4237.838867
	Iteration 20F: 3 clusters Score -675444.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -675456.625000 Penalty: 4237.838867
	Iteration 21Q: 3 clusters Score -675456.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -675473.687500 Penalty: 4237.838867
	Iteration 22Q: 3 clusters Score -675473.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -675493.812500 Penalty: 4237.838867
	Iteration 23Q: 3 clusters Score -675493.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -675518.687500 Penalty: 4237.838867
	Iteration 24Q: 3 clusters Score -675518.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -675538.937500 Penalty: 4237.838867
	Iteration 25Q: 3 clusters Score -675538.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -675563.687500 Penalty: 4237.838867
	Iteration 26Q: 3 clusters Score -675563.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -675589.875000 Penalty: 4237.838867
	Iteration 27Q: 3 clusters Score -675589.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -675620.500000 Penalty: 4237.838867
	Iteration 28Q: 3 clusters Score -675620.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -675661.812500 Penalty: 4237.838867
	Iteration 29Q: 3 clusters Score -675661.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -675714.562500 Penalty: 4237.838867
	Iteration 30Q: 3 clusters Score -675714.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -675782.812500 Penalty: 4237.838867
	Iteration 31Q: 3 clusters Score -675782.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -675848.937500 Penalty: 4237.838867
	Iteration 32Q: 3 clusters Score -675848.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -675926.562500 Penalty: 4237.838867
	Iteration 33Q: 3 clusters Score -675926.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -675997.062500 Penalty: 4237.838867
	Iteration 34Q: 3 clusters Score -675997.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -676050.812500 Penalty: 4237.838867
	Iteration 35Q: 3 clusters Score -676050.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -676104.250000 Penalty: 4237.838867
	Iteration 36Q: 3 clusters Score -676104.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -676149.937500 Penalty: 4237.838867
	Iteration 37Q: 3 clusters Score -676149.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -676186.937500 Penalty: 4237.838867
	Iteration 38Q: 3 clusters Score -676186.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -676228.187500 Penalty: 4237.838867
	Iteration 39Q: 3 clusters Score -676228.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -676265.500000 Penalty: 4237.838867
	Iteration 40F: 3 clusters Score -676265.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -676298.250000 Penalty: 4237.838867
	Iteration 41Q: 3 clusters Score -676298.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -676331.750000 Penalty: 4237.838867
	Iteration 42Q: 3 clusters Score -676331.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -676355.562500 Penalty: 4237.838867
	Iteration 43Q: 3 clusters Score -676355.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -676378.500000 Penalty: 4237.838867
	Iteration 44Q: 3 clusters Score -676378.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -676398.375000 Penalty: 4237.838867
	Iteration 45Q: 3 clusters Score -676398.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -676417.437500 Penalty: 4237.838867
	Iteration 46Q: 3 clusters Score -676417.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -676442.562500 Penalty: 4237.838867
	Iteration 47Q: 3 clusters Score -676442.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -676457.562500 Penalty: 4237.838867
	Iteration 48Q: 3 clusters Score -676457.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -676465.625000 Penalty: 4237.838867
	Iteration 49Q: 3 clusters Score -676465.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -676475.375000 Penalty: 4237.838867
	Iteration 50Q: 3 clusters Score -676475.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -676485.500000 Penalty: 4237.838867
	Iteration 51Q: 3 clusters Score -676485.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -676490.750000 Penalty: 4237.838867
	Iteration 52Q: 3 clusters Score -676490.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -676494.937500 Penalty: 4237.838867
	Iteration 53Q: 3 clusters Score -676494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -676495.562500 Penalty: 4237.838867
	Iteration 54Q: 3 clusters Score -676495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -676499.437500 Penalty: 4237.838867
	Iteration 55Q: 3 clusters Score -676499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -676501.000000 Penalty: 4237.838867
	Iteration 56Q: 3 clusters Score -676501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -676502.250000 Penalty: 4237.838867
	Iteration 57Q: 3 clusters Score -676502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -676504.500000 Penalty: 4237.838867
	Iteration 58Q: 3 clusters Score -676504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -676507.812500 Penalty: 4237.838867
	Iteration 59Q: 3 clusters Score -676507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -676510.375000 Penalty: 4237.838867
	Iteration 60F: 3 clusters Score -676510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -676511.312500 Penalty: 4237.838867
	Iteration 61Q: 3 clusters Score -676511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -676512.875000 Penalty: 4237.838867
	Iteration 62Q: 3 clusters Score -676512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -676513.750000 Penalty: 4237.838867
	Iteration 63Q: 3 clusters Score -676513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -676514.937500 Penalty: 4237.838867
	Iteration 64Q: 3 clusters Score -676514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -676517.187500 Penalty: 4237.838867
	Iteration 65Q: 3 clusters Score -676517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -676521.750000 Penalty: 4237.838867
	Iteration 66Q: 3 clusters Score -676521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -676528.000000 Penalty: 4237.838867
	Iteration 67Q: 3 clusters Score -676528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -676532.750000 Penalty: 4237.838867
	Iteration 68Q: 3 clusters Score -676532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -676534.312500 Penalty: 4237.838867
	Iteration 69Q: 3 clusters Score -676534.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -676534.312500 Penalty: 4237.838867
	Iteration 70F: 3 clusters Score -676534.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -423945.812500 Penalty: 2010.490479
	Iteration 0F: 2 clusters Score -423945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -420477.343750 Penalty: 4020.980957
	Iteration 0F: 3 clusters Score -420477.3 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -421180.281250 Penalty: 4020.980957
	Iteration 1F: 3 clusters Score -421180.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -421373.156250 Penalty: 4020.980957
	Iteration 2F: 3 clusters Score -421373.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -421502.000000 Penalty: 4020.980957
	Iteration 3F: 3 clusters Score -421502 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -421622.937500 Penalty: 4020.980957
	Iteration 4Q: 3 clusters Score -421622.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -421733.187500 Penalty: 4020.980957
	Iteration 5Q: 3 clusters Score -421733.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -421823.656250 Penalty: 4020.980957
	Iteration 6Q: 3 clusters Score -421823.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -421913.687500 Penalty: 4020.980957
	Iteration 7Q: 3 clusters Score -421913.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -421992.906250 Penalty: 4020.980957
	Iteration 8Q: 3 clusters Score -421992.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -422061.781250 Penalty: 4020.980957
	Iteration 9Q: 3 clusters Score -422061.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -422111.406250 Penalty: 4020.980957
	Iteration 10Q: 3 clusters Score -422111.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -422149.218750 Penalty: 4020.980957
	Iteration 11Q: 3 clusters Score -422149.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -422179.937500 Penalty: 4020.980957
	Iteration 12Q: 3 clusters Score -422179.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -422218.156250 Penalty: 4020.980957
	Iteration 13Q: 3 clusters Score -422218.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -422239.281250 Penalty: 4020.980957
	Iteration 14Q: 3 clusters Score -422239.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -422256.406250 Penalty: 4020.980957
	Iteration 15Q: 3 clusters Score -422256.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -422269.125000 Penalty: 4020.980957
	Iteration 16Q: 3 clusters Score -422269.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -422280.000000 Penalty: 4020.980957
	Iteration 17Q: 3 clusters Score -422280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -422291.281250 Penalty: 4020.980957
	Iteration 18Q: 3 clusters Score -422291.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -422300.937500 Penalty: 4020.980957
	Iteration 19Q: 3 clusters Score -422300.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -422310.468750 Penalty: 4020.980957
	Iteration 20F: 3 clusters Score -422310.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -422323.156250 Penalty: 4020.980957
	Iteration 21Q: 3 clusters Score -422323.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -422332.531250 Penalty: 4020.980957
	Iteration 22Q: 3 clusters Score -422332.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -422339.812500 Penalty: 4020.980957
	Iteration 23Q: 3 clusters Score -422339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -422348.187500 Penalty: 4020.980957
	Iteration 24Q: 3 clusters Score -422348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -422351.656250 Penalty: 4020.980957
	Iteration 25Q: 3 clusters Score -422351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -422353.375000 Penalty: 4020.980957
	Iteration 26Q: 3 clusters Score -422353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -422355.375000 Penalty: 4020.980957
	Iteration 27Q: 3 clusters Score -422355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -422356.781250 Penalty: 4020.980957
	Iteration 28Q: 3 clusters Score -422356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -422357.687500 Penalty: 4020.980957
	Iteration 29Q: 3 clusters Score -422357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -422358.312500 Penalty: 4020.980957
	Iteration 30Q: 3 clusters Score -422358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -422358.312500 Penalty: 4020.980957
	Iteration 31Q: 3 clusters Score -422358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -422358.312500 Penalty: 4020.980957
	Iteration 32F: 3 clusters Score -422358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -81617.312500 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -81617.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80046.812500 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -80046.81 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80701.664062 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -80701.66 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81269.039062 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -81269.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -82134.890625 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -82134.89 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -82397.039062 Penalty: 3234.958008
	Iteration 4F: 3 clusters Score -82397.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -82505.156250 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -82505.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82565.296875 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -82565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -82578.523438 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -82578.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -82586.953125 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -82586.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -82591.070312 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -82591.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -82591.070312 Penalty: 3234.958008
	Iteration 10F: 3 clusters Score -82591.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 92396 members 
Mstep: Class 3 contains 1576 members 
Mstep: Class 4 contains 11245 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47126 members 
Mstep: Class 7 contains 18640 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 77 members 
Mstep: Class 11 contains 113769 members 
Mstep: Class 12 contains 172450 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 195178 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 201792 members 
Mstep: Class 17 contains 192249 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 603 members 
Mstep: Class 21 contains 31109 members 
Entering Unmasked Estep 
Score: -144328528.000000 Penalty: 68977.492188
Splitting cluster 10 changes total score from -144329360.000000 to -144328528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (113769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113769 members 
Entering Unmasked Estep 
Score: -15319052.000000 Penalty: 2887.197510
	Iteration 0F: 2 clusters Score -1.531905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -15242797.000000 Penalty: 5774.395020
	Iteration 0F: 3 clusters Score -1.52428e+07 nChanged 54060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -15274197.000000 Penalty: 5774.395020
	Iteration 1F: 3 clusters Score -1.52742e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -15274935.000000 Penalty: 5774.395020
	Iteration 2Q: 3 clusters Score -1.527494e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -15275653.000000 Penalty: 5774.395020
	Iteration 3Q: 3 clusters Score -1.527565e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -15276472.000000 Penalty: 5774.395020
	Iteration 4Q: 3 clusters Score -1.527647e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -15277548.000000 Penalty: 5774.395020
	Iteration 5Q: 3 clusters Score -1.527755e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -15279017.000000 Penalty: 5774.395020
	Iteration 6Q: 3 clusters Score -1.527902e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -15280962.000000 Penalty: 5774.395020
	Iteration 7Q: 3 clusters Score -1.528096e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 72120 members 
Entering Unmasked Estep 
Score: -15283859.000000 Penalty: 5774.395020
	Iteration 8F: 3 clusters Score -1.528386e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -15288252.000000 Penalty: 5774.395020
	Iteration 9F: 3 clusters Score -1.528825e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -15294142.000000 Penalty: 5774.395020
	Iteration 10F: 3 clusters Score -1.529414e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 92561 members 
Entering Unmasked Estep 
Score: -15300640.000000 Penalty: 5774.395020
	Iteration 11F: 3 clusters Score -1.530064e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -15306194.000000 Penalty: 5774.395020
	Iteration 12F: 3 clusters Score -1.530619e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -15310021.000000 Penalty: 5774.395020
	Iteration 13Q: 3 clusters Score -1.531002e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
Score: -15312510.000000 Penalty: 5774.395020
	Iteration 14Q: 3 clusters Score -1.531251e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 107019 members 
Entering Unmasked Estep 
Score: -15313937.000000 Penalty: 5774.395020
	Iteration 15Q: 3 clusters Score -1.531394e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 108139 members 
Entering Unmasked Estep 
Score: -15314786.000000 Penalty: 5774.395020
	Iteration 16Q: 3 clusters Score -1.531479e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 108930 members 
Entering Unmasked Estep 
Score: -15315342.000000 Penalty: 5774.395020
	Iteration 17Q: 3 clusters Score -1.531534e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 109505 members 
Entering Unmasked Estep 
Score: -15315668.000000 Penalty: 5774.395020
	Iteration 18Q: 3 clusters Score -1.531567e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 109955 members 
Entering Unmasked Estep 
Score: -15315898.000000 Penalty: 5774.395020
	Iteration 19Q: 3 clusters Score -1.53159e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 110299 members 
Entering Unmasked Estep 
Score: -15316061.000000 Penalty: 5774.395020
	Iteration 20F: 3 clusters Score -1.531606e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 110598 members 
Entering Unmasked Estep 
Score: -15316236.000000 Penalty: 5774.395020
	Iteration 21Q: 3 clusters Score -1.531624e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 110835 members 
Entering Unmasked Estep 
Score: -15316382.000000 Penalty: 5774.395020
	Iteration 22Q: 3 clusters Score -1.531638e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 111051 members 
Entering Unmasked Estep 
Score: -15316467.000000 Penalty: 5774.395020
	Iteration 23Q: 3 clusters Score -1.531647e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -15316538.000000 Penalty: 5774.395020
	Iteration 24Q: 3 clusters Score -1.531654e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 111336 members 
Entering Unmasked Estep 
Score: -15316561.000000 Penalty: 5774.395020
	Iteration 25Q: 3 clusters Score -1.531656e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 111444 members 
Entering Unmasked Estep 
Score: -15316618.000000 Penalty: 5774.395020
	Iteration 26Q: 3 clusters Score -1.531662e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 111531 members 
Entering Unmasked Estep 
Score: -15316651.000000 Penalty: 5774.395020
	Iteration 27Q: 3 clusters Score -1.531665e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 111623 members 
Entering Unmasked Estep 
Score: -15316655.000000 Penalty: 5774.395020
	Iteration 28Q: 3 clusters Score -1.531666e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 111705 members 
Entering Unmasked Estep 
Score: -15316685.000000 Penalty: 5774.395020
	Iteration 29Q: 3 clusters Score -1.531668e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 111784 members 
Entering Unmasked Estep 
Score: -15316714.000000 Penalty: 5774.395020
	Iteration 30Q: 3 clusters Score -1.531671e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 111861 members 
Entering Unmasked Estep 
Score: -15316722.000000 Penalty: 5774.395020
	Iteration 31Q: 3 clusters Score -1.531672e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 111925 members 
Entering Unmasked Estep 
Score: -15316751.000000 Penalty: 5774.395020
	Iteration 32Q: 3 clusters Score -1.531675e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 111977 members 
Entering Unmasked Estep 
Score: -15316729.000000 Penalty: 5774.395020
	Iteration 33Q: 3 clusters Score -1.531673e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 112018 members 
Entering Unmasked Estep 
Score: -15316760.000000 Penalty: 5774.395020
	Iteration 34Q: 3 clusters Score -1.531676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -15316764.000000 Penalty: 5774.395020
	Iteration 35Q: 3 clusters Score -1.531676e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 112085 members 
Entering Unmasked Estep 
Score: -15316770.000000 Penalty: 5774.395020
	Iteration 36Q: 3 clusters Score -1.531677e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 112114 members 
Entering Unmasked Estep 
Score: -15316773.000000 Penalty: 5774.395020
	Iteration 37Q: 3 clusters Score -1.531677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 112141 members 
Entering Unmasked Estep 
Score: -15316765.000000 Penalty: 5774.395020
	Iteration 38Q: 3 clusters Score -1.531676e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 112167 members 
Entering Unmasked Estep 
Score: -15316785.000000 Penalty: 5774.395020
	Iteration 39Q: 3 clusters Score -1.531678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -15316775.000000 Penalty: 5774.395020
	Iteration 40F: 3 clusters Score -1.531678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -15316800.000000 Penalty: 5774.395020
	Iteration 41Q: 3 clusters Score -1.53168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 112234 members 
Entering Unmasked Estep 
Score: -15316784.000000 Penalty: 5774.395020
	Iteration 42Q: 3 clusters Score -1.531678e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 112258 members 
Entering Unmasked Estep 
Score: -15316792.000000 Penalty: 5774.395020
	Iteration 43Q: 3 clusters Score -1.531679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 112273 members 
Entering Unmasked Estep 
Score: -15316785.000000 Penalty: 5774.395020
	Iteration 44Q: 3 clusters Score -1.531678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 112285 members 
Entering Unmasked Estep 
Score: -15316794.000000 Penalty: 5774.395020
	Iteration 45Q: 3 clusters Score -1.531679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 112290 members 
Entering Unmasked Estep 
Score: -15316802.000000 Penalty: 5774.395020
	Iteration 46Q: 3 clusters Score -1.53168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 112294 members 
Entering Unmasked Estep 
Score: -15316822.000000 Penalty: 5774.395020
	Iteration 47Q: 3 clusters Score -1.531682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 112296 members 
Entering Unmasked Estep 
Score: -15316807.000000 Penalty: 5774.395020
	Iteration 48Q: 3 clusters Score -1.531681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 112298 members 
Entering Unmasked Estep 
Score: -15316816.000000 Penalty: 5774.395020
	Iteration 49Q: 3 clusters Score -1.531682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 112306 members 
Entering Unmasked Estep 
Score: -15316807.000000 Penalty: 5774.395020
	Iteration 50Q: 3 clusters Score -1.531681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 112310 members 
Entering Unmasked Estep 
Score: -15316819.000000 Penalty: 5774.395020
	Iteration 51Q: 3 clusters Score -1.531682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 112315 members 
Entering Unmasked Estep 
Score: -15316813.000000 Penalty: 5774.395020
	Iteration 52Q: 3 clusters Score -1.531681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 112321 members 
Entering Unmasked Estep 
Score: -15316809.000000 Penalty: 5774.395020
	Iteration 53Q: 3 clusters Score -1.531681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 112325 members 
Entering Unmasked Estep 
Score: -15316820.000000 Penalty: 5774.395020
	Iteration 54Q: 3 clusters Score -1.531682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 112327 members 
Entering Unmasked Estep 
Score: -15316807.000000 Penalty: 5774.395020
	Iteration 55Q: 3 clusters Score -1.531681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 112328 members 
Entering Unmasked Estep 
Score: -15316809.000000 Penalty: 5774.395020
	Iteration 56Q: 3 clusters Score -1.531681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -15316811.000000 Penalty: 5774.395020
	Iteration 57Q: 3 clusters Score -1.531681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -15316811.000000 Penalty: 5774.395020
	Iteration 58F: 3 clusters Score -1.531681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (172450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172450 members 
Entering Unmasked Estep 
Score: -23267024.000000 Penalty: 2990.349854
	Iteration 0F: 2 clusters Score -2.326702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85996 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -23155176.000000 Penalty: 5980.699707
	Iteration 0F: 3 clusters Score -2.315518e+07 nChanged 82859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -23202788.000000 Penalty: 5980.699707
	Iteration 1F: 3 clusters Score -2.320279e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 91617 members 
Entering Unmasked Estep 
Score: -23203584.000000 Penalty: 5980.699707
	Iteration 2Q: 3 clusters Score -2.320358e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 94620 members 
Entering Unmasked Estep 
Score: -23204810.000000 Penalty: 5980.699707
	Iteration 3Q: 3 clusters Score -2.320481e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 99302 members 
Entering Unmasked Estep 
Score: -23206786.000000 Penalty: 5980.699707
	Iteration 4Q: 3 clusters Score -2.320679e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -23210172.000000 Penalty: 5980.699707
	Iteration 5Q: 3 clusters Score -2.321017e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 116977 members 
Entering Unmasked Estep 
Score: -23216514.000000 Penalty: 5980.699707
	Iteration 6F: 3 clusters Score -2.321651e+07 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 131157 members 
Entering Unmasked Estep 
Score: -23227532.000000 Penalty: 5980.699707
	Iteration 7F: 3 clusters Score -2.322753e+07 nChanged 16088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 147237 members 
Entering Unmasked Estep 
Score: -23242510.000000 Penalty: 5980.699707
	Iteration 8F: 3 clusters Score -2.324251e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 160985 members 
Entering Unmasked Estep 
Score: -23255506.000000 Penalty: 5980.699707
	Iteration 9F: 3 clusters Score -2.325551e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 168333 members 
Entering Unmasked Estep 
Score: -23261250.000000 Penalty: 5980.699707
	Iteration 10Q: 3 clusters Score -2.326125e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 170906 members 
Entering Unmasked Estep 
Score: -23263292.000000 Penalty: 5980.699707
	Iteration 11Q: 3 clusters Score -2.326329e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 171672 members 
Entering Unmasked Estep 
Score: -23263918.000000 Penalty: 5980.699707
	Iteration 12Q: 3 clusters Score -2.326392e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171905 members 
Entering Unmasked Estep 
Score: -23264172.000000 Penalty: 5980.699707
	Iteration 13Q: 3 clusters Score -2.326417e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 171982 members 
Entering Unmasked Estep 
Score: -23264260.000000 Penalty: 5980.699707
	Iteration 14Q: 3 clusters Score -2.326426e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 172019 members 
Entering Unmasked Estep 
Score: -23264332.000000 Penalty: 5980.699707
	Iteration 15Q: 3 clusters Score -2.326433e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 172032 members 
Entering Unmasked Estep 
Score: -23264348.000000 Penalty: 5980.699707
	Iteration 16Q: 3 clusters Score -2.326435e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 172044 members 
Entering Unmasked Estep 
Score: -23264368.000000 Penalty: 5980.699707
	Iteration 17Q: 3 clusters Score -2.326437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 172052 members 
Entering Unmasked Estep 
Score: -23264390.000000 Penalty: 5980.699707
	Iteration 18Q: 3 clusters Score -2.326439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 172064 members 
Entering Unmasked Estep 
Score: -23264414.000000 Penalty: 5980.699707
	Iteration 19Q: 3 clusters Score -2.326441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 172074 members 
Entering Unmasked Estep 
Score: -23264432.000000 Penalty: 5980.699707
	Iteration 20F: 3 clusters Score -2.326443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 172076 members 
Entering Unmasked Estep 
Score: -23264432.000000 Penalty: 5980.699707
	Iteration 21Q: 3 clusters Score -2.326443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 172076 members 
Entering Unmasked Estep 
Score: -23264440.000000 Penalty: 5980.699707
	Iteration 22Q: 3 clusters Score -2.326444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 172078 members 
Entering Unmasked Estep 
Score: -23264434.000000 Penalty: 5980.699707
	Iteration 23Q: 3 clusters Score -2.326443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 172078 members 
Entering Unmasked Estep 
Score: -23264440.000000 Penalty: 5980.699707
	Iteration 24Q: 3 clusters Score -2.326444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 172077 members 
Entering Unmasked Estep 
Score: -23264436.000000 Penalty: 5980.699707
	Iteration 25Q: 3 clusters Score -2.326444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 172077 members 
Entering Unmasked Estep 
Score: -23264436.000000 Penalty: 5980.699707
	Iteration 26F: 3 clusters Score -2.326444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Entering Unmasked Estep 
Score: -670785.125000 Penalty: 2111.120605
	Iteration 0F: 2 clusters Score -670785.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -666246.812500 Penalty: 4222.241211
	Iteration 0F: 3 clusters Score -666246.8 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -667351.750000 Penalty: 4222.241211
	Iteration 1F: 3 clusters Score -667351.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -667614.000000 Penalty: 4222.241211
	Iteration 2F: 3 clusters Score -667614 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -667802.562500 Penalty: 4222.241211
	Iteration 3F: 3 clusters Score -667802.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -667996.750000 Penalty: 4222.241211
	Iteration 4Q: 3 clusters Score -667996.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -668222.187500 Penalty: 4222.241211
	Iteration 5F: 3 clusters Score -668222.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -668469.062500 Penalty: 4222.241211
	Iteration 6F: 3 clusters Score -668469.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -668680.250000 Penalty: 4222.241211
	Iteration 7Q: 3 clusters Score -668680.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -668893.750000 Penalty: 4222.241211
	Iteration 8Q: 3 clusters Score -668893.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -669106.312500 Penalty: 4222.241211
	Iteration 9Q: 3 clusters Score -669106.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -669318.062500 Penalty: 4222.241211
	Iteration 10Q: 3 clusters Score -669318.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -669494.812500 Penalty: 4222.241211
	Iteration 11Q: 3 clusters Score -669494.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -669616.500000 Penalty: 4222.241211
	Iteration 12Q: 3 clusters Score -669616.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -669719.312500 Penalty: 4222.241211
	Iteration 13Q: 3 clusters Score -669719.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -669788.062500 Penalty: 4222.241211
	Iteration 14Q: 3 clusters Score -669788.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -669838.812500 Penalty: 4222.241211
	Iteration 15Q: 3 clusters Score -669838.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -669876.437500 Penalty: 4222.241211
	Iteration 16Q: 3 clusters Score -669876.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -669894.625000 Penalty: 4222.241211
	Iteration 17Q: 3 clusters Score -669894.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -669912.750000 Penalty: 4222.241211
	Iteration 18Q: 3 clusters Score -669912.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -669925.375000 Penalty: 4222.241211
	Iteration 19Q: 3 clusters Score -669925.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -669939.812500 Penalty: 4222.241211
	Iteration 20F: 3 clusters Score -669939.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -669950.937500 Penalty: 4222.241211
	Iteration 21Q: 3 clusters Score -669950.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -669960.312500 Penalty: 4222.241211
	Iteration 22Q: 3 clusters Score -669960.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -669967.937500 Penalty: 4222.241211
	Iteration 23Q: 3 clusters Score -669967.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -669975.250000 Penalty: 4222.241211
	Iteration 24Q: 3 clusters Score -669975.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -669980.375000 Penalty: 4222.241211
	Iteration 25Q: 3 clusters Score -669980.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -669985.000000 Penalty: 4222.241211
	Iteration 26Q: 3 clusters Score -669985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -669986.625000 Penalty: 4222.241211
	Iteration 27Q: 3 clusters Score -669986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -669987.125000 Penalty: 4222.241211
	Iteration 28Q: 3 clusters Score -669987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -669989.562500 Penalty: 4222.241211
	Iteration 29Q: 3 clusters Score -669989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -669989.437500 Penalty: 4222.241211
	Iteration 30Q: 3 clusters Score -669989.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -669992.562500 Penalty: 4222.241211
	Iteration 31Q: 3 clusters Score -669992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -669992.625000 Penalty: 4222.241211
	Iteration 32Q: 3 clusters Score -669992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -669995.187500 Penalty: 4222.241211
	Iteration 33Q: 3 clusters Score -669995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -669996.625000 Penalty: 4222.241211
	Iteration 34Q: 3 clusters Score -669996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -669996.875000 Penalty: 4222.241211
	Iteration 35Q: 3 clusters Score -669996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -669997.812500 Penalty: 4222.241211
	Iteration 36Q: 3 clusters Score -669997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -669999.187500 Penalty: 4222.241211
	Iteration 37Q: 3 clusters Score -669999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -669999.187500 Penalty: 4222.241211
	Iteration 38F: 3 clusters Score -669999.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (195178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195178 members 
Entering Unmasked Estep 
Score: -26165090.000000 Penalty: 3021.053467
	Iteration 0F: 2 clusters Score -2.616509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -26039814.000000 Penalty: 6042.106934
	Iteration 0F: 3 clusters Score -2.603981e+07 nChanged 93740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99976 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -26095488.000000 Penalty: 6042.106934
	Iteration 1F: 3 clusters Score -2.609549e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101330 members 
Mstep: Class 2 contains 93848 members 
Entering Unmasked Estep 
Score: -26097080.000000 Penalty: 6042.106934
	Iteration 2Q: 3 clusters Score -2.609708e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -26099208.000000 Penalty: 6042.106934
	Iteration 3Q: 3 clusters Score -2.609921e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -26102170.000000 Penalty: 6042.106934
	Iteration 4Q: 3 clusters Score -2.610217e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110313 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -26106320.000000 Penalty: 6042.106934
	Iteration 5Q: 3 clusters Score -2.610632e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115343 members 
Mstep: Class 2 contains 79835 members 
Entering Unmasked Estep 
Score: -26110764.000000 Penalty: 6042.106934
	Iteration 6F: 3 clusters Score -2.611076e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121179 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -26116404.000000 Penalty: 6042.106934
	Iteration 7F: 3 clusters Score -2.61164e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127483 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -26122976.000000 Penalty: 6042.106934
	Iteration 8F: 3 clusters Score -2.612298e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133607 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -26129526.000000 Penalty: 6042.106934
	Iteration 9F: 3 clusters Score -2.612953e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138782 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -26136086.000000 Penalty: 6042.106934
	Iteration 10Q: 3 clusters Score -2.613609e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142908 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -26140950.000000 Penalty: 6042.106934
	Iteration 11Q: 3 clusters Score -2.614095e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146409 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -26143990.000000 Penalty: 6042.106934
	Iteration 12Q: 3 clusters Score -2.614399e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149671 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -26145632.000000 Penalty: 6042.106934
	Iteration 13Q: 3 clusters Score -2.614563e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -26147102.000000 Penalty: 6042.106934
	Iteration 14Q: 3 clusters Score -2.61471e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -26148364.000000 Penalty: 6042.106934
	Iteration 15Q: 3 clusters Score -2.614836e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -26149678.000000 Penalty: 6042.106934
	Iteration 16Q: 3 clusters Score -2.614968e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162674 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -26150962.000000 Penalty: 6042.106934
	Iteration 17Q: 3 clusters Score -2.615096e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165899 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -26152080.000000 Penalty: 6042.106934
	Iteration 18Q: 3 clusters Score -2.615208e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169077 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -26153054.000000 Penalty: 6042.106934
	Iteration 19Q: 3 clusters Score -2.615305e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172145 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -26154206.000000 Penalty: 6042.106934
	Iteration 20F: 3 clusters Score -2.615421e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175087 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -26155284.000000 Penalty: 6042.106934
	Iteration 21Q: 3 clusters Score -2.615528e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177948 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -26156282.000000 Penalty: 6042.106934
	Iteration 22Q: 3 clusters Score -2.615628e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180622 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -26157404.000000 Penalty: 6042.106934
	Iteration 23Q: 3 clusters Score -2.61574e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183045 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -26158400.000000 Penalty: 6042.106934
	Iteration 24Q: 3 clusters Score -2.61584e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185140 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -26159170.000000 Penalty: 6042.106934
	Iteration 25Q: 3 clusters Score -2.615917e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186892 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -26159984.000000 Penalty: 6042.106934
	Iteration 26Q: 3 clusters Score -2.615998e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188344 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -26160578.000000 Penalty: 6042.106934
	Iteration 27Q: 3 clusters Score -2.616058e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189507 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -26160948.000000 Penalty: 6042.106934
	Iteration 28Q: 3 clusters Score -2.616095e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190417 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -26161224.000000 Penalty: 6042.106934
	Iteration 29Q: 3 clusters Score -2.616122e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191160 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -26161526.000000 Penalty: 6042.106934
	Iteration 30Q: 3 clusters Score -2.616153e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191755 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -26161752.000000 Penalty: 6042.106934
	Iteration 31Q: 3 clusters Score -2.616175e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192203 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -26161852.000000 Penalty: 6042.106934
	Iteration 32Q: 3 clusters Score -2.616185e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192535 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -26161946.000000 Penalty: 6042.106934
	Iteration 33Q: 3 clusters Score -2.616195e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192780 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -26162052.000000 Penalty: 6042.106934
	Iteration 34Q: 3 clusters Score -2.616205e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192994 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -26162102.000000 Penalty: 6042.106934
	Iteration 35Q: 3 clusters Score -2.61621e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193150 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -26162144.000000 Penalty: 6042.106934
	Iteration 36Q: 3 clusters Score -2.616214e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193284 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -26162238.000000 Penalty: 6042.106934
	Iteration 37Q: 3 clusters Score -2.616224e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193406 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -26162250.000000 Penalty: 6042.106934
	Iteration 38Q: 3 clusters Score -2.616225e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193504 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -26162318.000000 Penalty: 6042.106934
	Iteration 39Q: 3 clusters Score -2.616232e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193574 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -26162332.000000 Penalty: 6042.106934
	Iteration 40F: 3 clusters Score -2.616233e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193643 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -26162406.000000 Penalty: 6042.106934
	Iteration 41Q: 3 clusters Score -2.616241e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193693 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -26162402.000000 Penalty: 6042.106934
	Iteration 42Q: 3 clusters Score -2.61624e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193736 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -26162424.000000 Penalty: 6042.106934
	Iteration 43Q: 3 clusters Score -2.616242e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193772 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -26162466.000000 Penalty: 6042.106934
	Iteration 44Q: 3 clusters Score -2.616247e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193805 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -26162440.000000 Penalty: 6042.106934
	Iteration 45Q: 3 clusters Score -2.616244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193840 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -26162476.000000 Penalty: 6042.106934
	Iteration 46Q: 3 clusters Score -2.616248e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193871 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -26162474.000000 Penalty: 6042.106934
	Iteration 47Q: 3 clusters Score -2.616247e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193895 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -26162466.000000 Penalty: 6042.106934
	Iteration 48Q: 3 clusters Score -2.616247e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193915 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -26162502.000000 Penalty: 6042.106934
	Iteration 49Q: 3 clusters Score -2.61625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193931 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -26162510.000000 Penalty: 6042.106934
	Iteration 50Q: 3 clusters Score -2.616251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193950 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -26162504.000000 Penalty: 6042.106934
	Iteration 51Q: 3 clusters Score -2.61625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193959 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -26162496.000000 Penalty: 6042.106934
	Iteration 52Q: 3 clusters Score -2.61625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193968 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -26162506.000000 Penalty: 6042.106934
	Iteration 53Q: 3 clusters Score -2.616251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193978 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -26162540.000000 Penalty: 6042.106934
	Iteration 54Q: 3 clusters Score -2.616254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193991 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -26162524.000000 Penalty: 6042.106934
	Iteration 55Q: 3 clusters Score -2.616252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194005 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -26162542.000000 Penalty: 6042.106934
	Iteration 56Q: 3 clusters Score -2.616254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194014 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -26162540.000000 Penalty: 6042.106934
	Iteration 57Q: 3 clusters Score -2.616254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194028 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -26162558.000000 Penalty: 6042.106934
	Iteration 58Q: 3 clusters Score -2.616256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194040 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -26162558.000000 Penalty: 6042.106934
	Iteration 59Q: 3 clusters Score -2.616256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194055 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -26162590.000000 Penalty: 6042.106934
	Iteration 60F: 3 clusters Score -2.616259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194067 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -26162592.000000 Penalty: 6042.106934
	Iteration 61Q: 3 clusters Score -2.616259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194067 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -26162594.000000 Penalty: 6042.106934
	Iteration 62Q: 3 clusters Score -2.616259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194068 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -26162586.000000 Penalty: 6042.106934
	Iteration 63Q: 3 clusters Score -2.616259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194075 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -26162608.000000 Penalty: 6042.106934
	Iteration 64Q: 3 clusters Score -2.616261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194078 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -26162610.000000 Penalty: 6042.106934
	Iteration 65Q: 3 clusters Score -2.616261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194080 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -26162614.000000 Penalty: 6042.106934
	Iteration 66Q: 3 clusters Score -2.616261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194082 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -26162618.000000 Penalty: 6042.106934
	Iteration 67Q: 3 clusters Score -2.616262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194083 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -26162620.000000 Penalty: 6042.106934
	Iteration 68Q: 3 clusters Score -2.616262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194083 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -26162620.000000 Penalty: 6042.106934
	Iteration 69F: 3 clusters Score -2.616262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -182946.562500 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -182946.6 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 731 members 
Entering Unmasked Estep 
Score: -180676.625000 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -180676.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181144.546875 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -181144.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -181333.656250 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -181333.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -181449.625000 Penalty: 3617.674072
	Iteration 3F: 3 clusters Score -181449.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -181556.765625 Penalty: 3617.674072
	Iteration 4F: 3 clusters Score -181556.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -181655.343750 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -181655.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -181759.937500 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -181759.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -181824.046875 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -181824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -181897.093750 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -181897.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -181942.984375 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -181943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -181986.484375 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -181986.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -182039.343750 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -182039.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -182098.875000 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -182098.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -182223.703125 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -182223.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -182377.296875 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -182377.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -182541.671875 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -182541.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -182674.468750 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -182674.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -182723.843750 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -182723.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -182757.312500 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -182757.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -182786.015625 Penalty: 3617.674072
	Iteration 19Q: 3 clusters Score -182786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -182802.156250 Penalty: 3617.674072
	Iteration 20F: 3 clusters Score -182802.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -182814.000000 Penalty: 3617.674072
	Iteration 21Q: 3 clusters Score -182814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -182819.359375 Penalty: 3617.674072
	Iteration 22Q: 3 clusters Score -182819.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -182821.859375 Penalty: 3617.674072
	Iteration 23Q: 3 clusters Score -182821.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -182822.859375 Penalty: 3617.674072
	Iteration 24Q: 3 clusters Score -182822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -182822.859375 Penalty: 3617.674072
	Iteration 25F: 3 clusters Score -182822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (201792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201792 members 
Entering Unmasked Estep 
Score: -26984450.000000 Penalty: 3029.318115
	Iteration 0F: 2 clusters Score -2.698445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100638 members 
Mstep: Class 2 contains 101154 members 
Entering Unmasked Estep 
Score: -26854356.000000 Penalty: 6058.636230
	Iteration 0F: 3 clusters Score -2.685436e+07 nChanged 97191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 105333 members 
Entering Unmasked Estep 
Score: -26911208.000000 Penalty: 6058.636230
	Iteration 1F: 3 clusters Score -2.691121e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 108180 members 
Entering Unmasked Estep 
Score: -26912670.000000 Penalty: 6058.636230
	Iteration 2Q: 3 clusters Score -2.691267e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 112498 members 
Entering Unmasked Estep 
Score: -26914678.000000 Penalty: 6058.636230
	Iteration 3Q: 3 clusters Score -2.691468e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 118854 members 
Entering Unmasked Estep 
Score: -26917864.000000 Penalty: 6058.636230
	Iteration 4Q: 3 clusters Score -2.691786e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 128153 members 
Entering Unmasked Estep 
Score: -26922950.000000 Penalty: 6058.636230
	Iteration 5F: 3 clusters Score -2.692295e+07 nChanged 13220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 140847 members 
Entering Unmasked Estep 
Score: -26931520.000000 Penalty: 6058.636230
	Iteration 6F: 3 clusters Score -2.693152e+07 nChanged 15855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -26943660.000000 Penalty: 6058.636230
	Iteration 7F: 3 clusters Score -2.694366e+07 nChanged 16453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 172807 members 
Entering Unmasked Estep 
Score: -26956948.000000 Penalty: 6058.636230
	Iteration 8F: 3 clusters Score -2.695695e+07 nChanged 13342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 186117 members 
Entering Unmasked Estep 
Score: -26968364.000000 Penalty: 6058.636230
	Iteration 9F: 3 clusters Score -2.696836e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 194578 members 
Entering Unmasked Estep 
Score: -26975540.000000 Penalty: 6058.636230
	Iteration 10Q: 3 clusters Score -2.697554e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 198742 members 
Entering Unmasked Estep 
Score: -26979118.000000 Penalty: 6058.636230
	Iteration 11Q: 3 clusters Score -2.697912e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 200412 members 
Entering Unmasked Estep 
Score: -26980494.000000 Penalty: 6058.636230
	Iteration 12Q: 3 clusters Score -2.698049e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 201017 members 
Entering Unmasked Estep 
Score: -26981162.000000 Penalty: 6058.636230
	Iteration 13Q: 3 clusters Score -2.698116e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 201254 members 
Entering Unmasked Estep 
Score: -26981368.000000 Penalty: 6058.636230
	Iteration 14Q: 3 clusters Score -2.698137e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 201353 members 
Entering Unmasked Estep 
Score: -26981488.000000 Penalty: 6058.636230
	Iteration 15Q: 3 clusters Score -2.698149e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 201391 members 
Entering Unmasked Estep 
Score: -26981560.000000 Penalty: 6058.636230
	Iteration 16Q: 3 clusters Score -2.698156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 201407 members 
Entering Unmasked Estep 
Score: -26981592.000000 Penalty: 6058.636230
	Iteration 17Q: 3 clusters Score -2.698159e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 201422 members 
Entering Unmasked Estep 
Score: -26981610.000000 Penalty: 6058.636230
	Iteration 18Q: 3 clusters Score -2.698161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 201438 members 
Entering Unmasked Estep 
Score: -26981628.000000 Penalty: 6058.636230
	Iteration 19Q: 3 clusters Score -2.698163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 201444 members 
Entering Unmasked Estep 
Score: -26981636.000000 Penalty: 6058.636230
	Iteration 20F: 3 clusters Score -2.698164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 201454 members 
Entering Unmasked Estep 
Score: -26981652.000000 Penalty: 6058.636230
	Iteration 21Q: 3 clusters Score -2.698165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 201459 members 
Entering Unmasked Estep 
Score: -26981682.000000 Penalty: 6058.636230
	Iteration 22Q: 3 clusters Score -2.698168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 201458 members 
Entering Unmasked Estep 
Score: -26981696.000000 Penalty: 6058.636230
	Iteration 23Q: 3 clusters Score -2.69817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 201459 members 
Entering Unmasked Estep 
Score: -26981704.000000 Penalty: 6058.636230
	Iteration 24Q: 3 clusters Score -2.69817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 201460 members 
Entering Unmasked Estep 
Score: -26981712.000000 Penalty: 6058.636230
	Iteration 25Q: 3 clusters Score -2.698171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 201462 members 
Entering Unmasked Estep 
Score: -26981724.000000 Penalty: 6058.636230
	Iteration 26Q: 3 clusters Score -2.698172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 201463 members 
Entering Unmasked Estep 
Score: -26981720.000000 Penalty: 6058.636230
	Iteration 27Q: 3 clusters Score -2.698172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 201463 members 
Entering Unmasked Estep 
Score: -26981720.000000 Penalty: 6058.636230
	Iteration 28F: 3 clusters Score -2.698172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (192249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192249 members 
Entering Unmasked Estep 
Score: -25733088.000000 Penalty: 3017.303711
	Iteration 0F: 2 clusters Score -2.573309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 95894 members 
Entering Unmasked Estep 
Score: -25611588.000000 Penalty: 6034.607422
	Iteration 0F: 3 clusters Score -2.561159e+07 nChanged 92476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -25666044.000000 Penalty: 6034.607422
	Iteration 1F: 3 clusters Score -2.566604e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -25667386.000000 Penalty: 6034.607422
	Iteration 2Q: 3 clusters Score -2.566739e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107142 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -25669266.000000 Penalty: 6034.607422
	Iteration 3Q: 3 clusters Score -2.566927e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113108 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -25672420.000000 Penalty: 6034.607422
	Iteration 4Q: 3 clusters Score -2.567242e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121661 members 
Mstep: Class 2 contains 70588 members 
Entering Unmasked Estep 
Score: -25677114.000000 Penalty: 6034.607422
	Iteration 5F: 3 clusters Score -2.567711e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133367 members 
Mstep: Class 2 contains 58882 members 
Entering Unmasked Estep 
Score: -25685064.000000 Penalty: 6034.607422
	Iteration 6F: 3 clusters Score -2.568506e+07 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147740 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -25696768.000000 Penalty: 6034.607422
	Iteration 7F: 3 clusters Score -2.569677e+07 nChanged 15121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162785 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -25710072.000000 Penalty: 6034.607422
	Iteration 8F: 3 clusters Score -2.571007e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175286 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -25719970.000000 Penalty: 6034.607422
	Iteration 9F: 3 clusters Score -2.571997e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182885 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -25725524.000000 Penalty: 6034.607422
	Iteration 10Q: 3 clusters Score -2.572552e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186786 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -25728016.000000 Penalty: 6034.607422
	Iteration 11Q: 3 clusters Score -2.572802e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188739 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -25729116.000000 Penalty: 6034.607422
	Iteration 12Q: 3 clusters Score -2.572912e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189668 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -25729624.000000 Penalty: 6034.607422
	Iteration 13Q: 3 clusters Score -2.572962e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190146 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -25729880.000000 Penalty: 6034.607422
	Iteration 14Q: 3 clusters Score -2.572988e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190421 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -25730006.000000 Penalty: 6034.607422
	Iteration 15Q: 3 clusters Score -2.573001e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190618 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -25730166.000000 Penalty: 6034.607422
	Iteration 16Q: 3 clusters Score -2.573017e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190743 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -25730326.000000 Penalty: 6034.607422
	Iteration 17Q: 3 clusters Score -2.573033e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190845 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -25730380.000000 Penalty: 6034.607422
	Iteration 18Q: 3 clusters Score -2.573038e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190907 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -25730364.000000 Penalty: 6034.607422
	Iteration 19Q: 3 clusters Score -2.573036e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190954 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -25730402.000000 Penalty: 6034.607422
	Iteration 20F: 3 clusters Score -2.57304e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190998 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -25730404.000000 Penalty: 6034.607422
	Iteration 21Q: 3 clusters Score -2.57304e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191035 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -25730406.000000 Penalty: 6034.607422
	Iteration 22Q: 3 clusters Score -2.573041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191062 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -25730414.000000 Penalty: 6034.607422
	Iteration 23Q: 3 clusters Score -2.573041e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191084 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -25730434.000000 Penalty: 6034.607422
	Iteration 24Q: 3 clusters Score -2.573043e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191107 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -25730432.000000 Penalty: 6034.607422
	Iteration 25Q: 3 clusters Score -2.573043e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191128 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -25730432.000000 Penalty: 6034.607422
	Iteration 26Q: 3 clusters Score -2.573043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191146 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -25730444.000000 Penalty: 6034.607422
	Iteration 27Q: 3 clusters Score -2.573044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191160 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -25730452.000000 Penalty: 6034.607422
	Iteration 28Q: 3 clusters Score -2.573045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191169 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -25730474.000000 Penalty: 6034.607422
	Iteration 29Q: 3 clusters Score -2.573047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191177 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -25730498.000000 Penalty: 6034.607422
	Iteration 30Q: 3 clusters Score -2.57305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191180 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -25730496.000000 Penalty: 6034.607422
	Iteration 31Q: 3 clusters Score -2.57305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191185 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -25730516.000000 Penalty: 6034.607422
	Iteration 32Q: 3 clusters Score -2.573052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191186 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -25730506.000000 Penalty: 6034.607422
	Iteration 33Q: 3 clusters Score -2.573051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191189 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -25730508.000000 Penalty: 6034.607422
	Iteration 34Q: 3 clusters Score -2.573051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191190 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -25730504.000000 Penalty: 6034.607422
	Iteration 35Q: 3 clusters Score -2.57305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191191 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -25730486.000000 Penalty: 6034.607422
	Iteration 36Q: 3 clusters Score -2.573049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191192 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -25730494.000000 Penalty: 6034.607422
	Iteration 37Q: 3 clusters Score -2.573049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191193 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -25730496.000000 Penalty: 6034.607422
	Iteration 38Q: 3 clusters Score -2.57305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191193 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -25730496.000000 Penalty: 6034.607422
	Iteration 39F: 3 clusters Score -2.57305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -99993.234375 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -99993.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98228.171875 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -98228.17 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -98567.570312 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -98567.57 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98723.554688 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -98723.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -98836.265625 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -98836.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98922.781250 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -98922.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98992.296875 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -98992.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -99058.828125 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -99058.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -99123.429688 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -99123.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99202.898438 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -99202.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -99274.796875 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -99274.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -99358.234375 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -99358.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -99454.132812 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -99454.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99606.593750 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -99606.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99676.820312 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -99676.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99731.945312 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -99731.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -99826.468750 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -99826.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99926.804688 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -99926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99944.437500 Penalty: 3336.211914
	Iteration 17Q: 3 clusters Score -99944.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99954.531250 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -99954.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99960.750000 Penalty: 3336.211914
	Iteration 19Q: 3 clusters Score -99960.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -99964.367188 Penalty: 3336.211914
	Iteration 20F: 3 clusters Score -99964.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -99968.578125 Penalty: 3336.211914
	Iteration 21Q: 3 clusters Score -99968.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -99968.578125 Penalty: 3336.211914
	Iteration 22F: 3 clusters Score -99968.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Entering Unmasked Estep 
Score: -4224717.500000 Penalty: 2565.622559
	Iteration 0F: 2 clusters Score -4224718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4203414.000000 Penalty: 5131.245117
	Iteration 0F: 3 clusters Score -4203414 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4211007.500000 Penalty: 5131.245117
	Iteration 1F: 3 clusters Score -4211008 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4211432.500000 Penalty: 5131.245117
	Iteration 2Q: 3 clusters Score -4211432 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4211783.500000 Penalty: 5131.245117
	Iteration 3Q: 3 clusters Score -4211784 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -4212161.500000 Penalty: 5131.245117
	Iteration 4Q: 3 clusters Score -4212162 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4212588.000000 Penalty: 5131.245117
	Iteration 5Q: 3 clusters Score -4212588 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4213140.000000 Penalty: 5131.245117
	Iteration 6Q: 3 clusters Score -4213140 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -4213960.000000 Penalty: 5131.245117
	Iteration 7Q: 3 clusters Score -4213960 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -4215099.000000 Penalty: 5131.245117
	Iteration 8F: 3 clusters Score -4215099 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -4216664.000000 Penalty: 5131.245117
	Iteration 9F: 3 clusters Score -4216664 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -4218325.500000 Penalty: 5131.245117
	Iteration 10F: 3 clusters Score -4218326 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4219915.500000 Penalty: 5131.245117
	Iteration 11F: 3 clusters Score -4219916 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4221111.000000 Penalty: 5131.245117
	Iteration 12Q: 3 clusters Score -4221111 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4221825.500000 Penalty: 5131.245117
	Iteration 13Q: 3 clusters Score -4221826 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4222252.000000 Penalty: 5131.245117
	Iteration 14Q: 3 clusters Score -4222252 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4222511.500000 Penalty: 5131.245117
	Iteration 15Q: 3 clusters Score -4222512 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4222675.000000 Penalty: 5131.245117
	Iteration 16Q: 3 clusters Score -4222675 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4222774.000000 Penalty: 5131.245117
	Iteration 17Q: 3 clusters Score -4222774 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4222843.000000 Penalty: 5131.245117
	Iteration 18Q: 3 clusters Score -4222843 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4222881.000000 Penalty: 5131.245117
	Iteration 19Q: 3 clusters Score -4222881 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4222931.500000 Penalty: 5131.245117
	Iteration 20F: 3 clusters Score -4222932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4222955.500000 Penalty: 5131.245117
	Iteration 21Q: 3 clusters Score -4222956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4222982.500000 Penalty: 5131.245117
	Iteration 22Q: 3 clusters Score -4222982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4222985.000000 Penalty: 5131.245117
	Iteration 23Q: 3 clusters Score -4222985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4222994.000000 Penalty: 5131.245117
	Iteration 24Q: 3 clusters Score -4222994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4223002.000000 Penalty: 5131.245117
	Iteration 25Q: 3 clusters Score -4223002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4222996.000000 Penalty: 5131.245117
	Iteration 26Q: 3 clusters Score -4222996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4223011.000000 Penalty: 5131.245117
	Iteration 27Q: 3 clusters Score -4223011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4223014.500000 Penalty: 5131.245117
	Iteration 28Q: 3 clusters Score -4223014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4223021.500000 Penalty: 5131.245117
	Iteration 29Q: 3 clusters Score -4223022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4223028.500000 Penalty: 5131.245117
	Iteration 30Q: 3 clusters Score -4223028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4223036.000000 Penalty: 5131.245117
	Iteration 31Q: 3 clusters Score -4223036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4223038.000000 Penalty: 5131.245117
	Iteration 32Q: 3 clusters Score -4223038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4223038.000000 Penalty: 5131.245117
	Iteration 33Q: 3 clusters Score -4223038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4223040.500000 Penalty: 5131.245117
	Iteration 34Q: 3 clusters Score -4223040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4223035.500000 Penalty: 5131.245117
	Iteration 35Q: 3 clusters Score -4223036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4223035.500000 Penalty: 5131.245117
	Iteration 36Q: 3 clusters Score -4223036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4223032.000000 Penalty: 5131.245117
	Iteration 37Q: 3 clusters Score -4223032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4223031.500000 Penalty: 5131.245117
	Iteration 38Q: 3 clusters Score -4223032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4223028.500000 Penalty: 5131.245117
	Iteration 39Q: 3 clusters Score -4223028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4223033.500000 Penalty: 5131.245117
	Iteration 40F: 3 clusters Score -4223034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4223041.500000 Penalty: 5131.245117
	Iteration 41Q: 3 clusters Score -4223042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4223038.000000 Penalty: 5131.245117
	Iteration 42Q: 3 clusters Score -4223038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4223038.000000 Penalty: 5131.245117
	Iteration 43Q: 3 clusters Score -4223038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4223038.000000 Penalty: 5131.245117
	Iteration 44F: 3 clusters Score -4223038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 92396 members 
Mstep: Class 3 contains 1576 members 
Mstep: Class 4 contains 11245 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47126 members 
Mstep: Class 7 contains 18640 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 113769 members 
Mstep: Class 12 contains 172450 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 195178 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 201792 members 
Mstep: Class 17 contains 192249 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329376.000000 Penalty: 65528.617188
Iteration 119Q: 20 clusters Score -1.443294e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 91689 members 
Mstep: Class 3 contains 1578 members 
Mstep: Class 4 contains 11550 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47108 members 
Mstep: Class 7 contains 18646 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 114345 members 
Mstep: Class 12 contains 172464 members 
Mstep: Class 13 contains 4981 members 
Mstep: Class 14 contains 194976 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 201867 members 
Mstep: Class 17 contains 192211 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329184.000000 Penalty: 65528.617188
Iteration 120F: 20 clusters Score -1.443292e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 90942 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47073 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 5121 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 114860 members 
Mstep: Class 12 contains 172471 members 
Mstep: Class 13 contains 4989 members 
Mstep: Class 14 contains 194848 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 201955 members 
Mstep: Class 17 contains 192189 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 21 contains 31100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329056.000000 Penalty: 65528.617188
Iteration 121Q: 20 clusters Score -1.443291e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 90193 members 
Mstep: Class 3 contains 1583 members 
Mstep: Class 4 contains 12177 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47037 members 
Mstep: Class 7 contains 18666 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 115393 members 
Mstep: Class 12 contains 172464 members 
Mstep: Class 13 contains 4993 members 
Mstep: Class 14 contains 194673 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 202059 members 
Mstep: Class 17 contains 192193 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 21 contains 31094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329168.000000 Penalty: 65528.617188
Iteration 122Q: 20 clusters Score -1.443292e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 89415 members 
Mstep: Class 3 contains 1585 members 
Mstep: Class 4 contains 12492 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 47010 members 
Mstep: Class 7 contains 18676 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 115968 members 
Mstep: Class 12 contains 172480 members 
Mstep: Class 13 contains 5000 members 
Mstep: Class 14 contains 194453 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 202184 members 
Mstep: Class 17 contains 192163 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329264.000000 Penalty: 65528.617188
Iteration 123Q: 20 clusters Score -1.443293e+08 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 88673 members 
Mstep: Class 3 contains 1587 members 
Mstep: Class 4 contains 12803 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46967 members 
Mstep: Class 7 contains 18684 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 116570 members 
Mstep: Class 12 contains 172515 members 
Mstep: Class 13 contains 5004 members 
Mstep: Class 14 contains 194176 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 202305 members 
Mstep: Class 17 contains 192156 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329008.000000 Penalty: 65528.617188
Iteration 124Q: 20 clusters Score -1.44329e+08 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 87976 members 
Mstep: Class 3 contains 1592 members 
Mstep: Class 4 contains 13117 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46926 members 
Mstep: Class 7 contains 18702 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 117154 members 
Mstep: Class 12 contains 172542 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 193901 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 202398 members 
Mstep: Class 17 contains 192141 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328960.000000 Penalty: 65528.617188
Iteration 125Q: 20 clusters Score -1.44329e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 87269 members 
Mstep: Class 3 contains 1596 members 
Mstep: Class 4 contains 13455 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46896 members 
Mstep: Class 7 contains 18715 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 117780 members 
Mstep: Class 12 contains 172553 members 
Mstep: Class 13 contains 5023 members 
Mstep: Class 14 contains 193556 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 202528 members 
Mstep: Class 17 contains 192085 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328752.000000 Penalty: 65528.617188
Iteration 126Q: 20 clusters Score -1.443288e+08 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 86537 members 
Mstep: Class 3 contains 1599 members 
Mstep: Class 4 contains 13820 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46866 members 
Mstep: Class 7 contains 18724 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 118406 members 
Mstep: Class 12 contains 172572 members 
Mstep: Class 13 contains 5045 members 
Mstep: Class 14 contains 193222 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 202650 members 
Mstep: Class 17 contains 192018 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328848.000000 Penalty: 65528.617188
Iteration 127Q: 20 clusters Score -1.443288e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 85873 members 
Mstep: Class 3 contains 1600 members 
Mstep: Class 4 contains 14196 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46831 members 
Mstep: Class 7 contains 18731 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 119065 members 
Mstep: Class 12 contains 172606 members 
Mstep: Class 13 contains 5058 members 
Mstep: Class 14 contains 192854 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 202730 members 
Mstep: Class 17 contains 191917 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328240.000000 Penalty: 65528.617188
Iteration 128Q: 20 clusters Score -1.443282e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 85187 members 
Mstep: Class 3 contains 1601 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46798 members 
Mstep: Class 7 contains 18733 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 119765 members 
Mstep: Class 12 contains 172645 members 
Mstep: Class 13 contains 5073 members 
Mstep: Class 14 contains 192442 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 202815 members 
Mstep: Class 17 contains 191797 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328464.000000 Penalty: 65528.617188
Iteration 129Q: 20 clusters Score -1.443285e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 84476 members 
Mstep: Class 3 contains 1603 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46766 members 
Mstep: Class 7 contains 18730 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 120481 members 
Mstep: Class 12 contains 172682 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 192097 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 202894 members 
Mstep: Class 17 contains 191651 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328416.000000 Penalty: 65528.617188
Iteration 130Q: 20 clusters Score -1.443284e+08 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 83759 members 
Mstep: Class 3 contains 1604 members 
Mstep: Class 4 contains 15383 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46741 members 
Mstep: Class 7 contains 18714 members 
Mstep: Class 8 contains 5103 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 121225 members 
Mstep: Class 12 contains 172716 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 191744 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 202963 members 
Mstep: Class 17 contains 191499 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328480.000000 Penalty: 65528.617188
Iteration 131Q: 20 clusters Score -1.443285e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 83006 members 
Mstep: Class 3 contains 1603 members 
Mstep: Class 4 contains 15818 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 18715 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 121989 members 
Mstep: Class 12 contains 172732 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 191381 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 203033 members 
Mstep: Class 17 contains 191342 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328368.000000 Penalty: 65528.617188
Iteration 132Q: 20 clusters Score -1.443284e+08 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 82180 members 
Mstep: Class 3 contains 1603 members 
Mstep: Class 4 contains 16247 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46673 members 
Mstep: Class 7 contains 18719 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 122794 members 
Mstep: Class 12 contains 172756 members 
Mstep: Class 13 contains 5126 members 
Mstep: Class 14 contains 190949 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 203124 members 
Mstep: Class 17 contains 191251 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31124 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 20 clusters Score -1.443282e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 81329 members 
Mstep: Class 3 contains 1608 members 
Mstep: Class 4 contains 16698 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46644 members 
Mstep: Class 7 contains 18734 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 123606 members 
Mstep: Class 12 contains 172779 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 190542 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 203168 members 
Mstep: Class 17 contains 191131 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328320.000000 Penalty: 65528.617188
Iteration 134Q: 20 clusters Score -1.443283e+08 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 80497 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 17149 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46616 members 
Mstep: Class 7 contains 18739 members 
Mstep: Class 8 contains 5103 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 124458 members 
Mstep: Class 12 contains 172800 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 190122 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 203191 members 
Mstep: Class 17 contains 191013 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328080.000000 Penalty: 65528.617188
Iteration 135Q: 20 clusters Score -1.443281e+08 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 79621 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 17628 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46596 members 
Mstep: Class 7 contains 18739 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 125302 members 
Mstep: Class 12 contains 172851 members 
Mstep: Class 13 contains 5173 members 
Mstep: Class 14 contains 189732 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 203178 members 
Mstep: Class 17 contains 190900 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144327968.000000 Penalty: 65528.617188
Iteration 136Q: 20 clusters Score -1.44328e+08 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 78702 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 18137 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46584 members 
Mstep: Class 7 contains 18743 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 126205 members 
Mstep: Class 12 contains 172882 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 189333 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 203178 members 
Mstep: Class 17 contains 190765 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328032.000000 Penalty: 65528.617188
Iteration 137Q: 20 clusters Score -1.44328e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 77777 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 18680 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46584 members 
Mstep: Class 7 contains 18752 members 
Mstep: Class 8 contains 5103 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 127078 members 
Mstep: Class 12 contains 172914 members 
Mstep: Class 13 contains 5198 members 
Mstep: Class 14 contains 188890 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 203210 members 
Mstep: Class 17 contains 190623 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31217 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 20 clusters Score -1.443282e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 76815 members 
Mstep: Class 3 contains 1636 members 
Mstep: Class 4 contains 19213 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46571 members 
Mstep: Class 7 contains 18761 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 128053 members 
Mstep: Class 12 contains 172933 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 188387 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 203261 members 
Mstep: Class 17 contains 190495 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31217 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 20 clusters Score -1.443282e+08 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 75839 members 
Mstep: Class 3 contains 1637 members 
Mstep: Class 4 contains 19774 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46559 members 
Mstep: Class 7 contains 18775 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 129038 members 
Mstep: Class 12 contains 172959 members 
Mstep: Class 13 contains 5228 members 
Mstep: Class 14 contains 187841 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 203312 members 
Mstep: Class 17 contains 190356 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144327872.000000 Penalty: 65528.617188
Iteration 140F: 20 clusters Score -1.443279e+08 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 74789 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 20388 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46553 members 
Mstep: Class 7 contains 18789 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 3285 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 130088 members 
Mstep: Class 12 contains 172990 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 187215 members 
Mstep: Class 15 contains 1474 members 
Mstep: Class 16 contains 203410 members 
Mstep: Class 17 contains 190220 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144327936.000000 Penalty: 65528.617188
Iteration 141Q: 20 clusters Score -1.443279e+08 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 73773 members 
Mstep: Class 3 contains 1640 members 
Mstep: Class 4 contains 21025 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46533 members 
Mstep: Class 7 contains 18802 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 3281 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 131113 members 
Mstep: Class 12 contains 172995 members 
Mstep: Class 13 contains 5253 members 
Mstep: Class 14 contains 186553 members 
Mstep: Class 15 contains 1475 members 
Mstep: Class 16 contains 203517 members 
Mstep: Class 17 contains 190088 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31249 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 20 clusters Score -1.443285e+08 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 72706 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 21642 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46511 members 
Mstep: Class 7 contains 18821 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 3279 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 132107 members 
Mstep: Class 12 contains 173019 members 
Mstep: Class 13 contains 5280 members 
Mstep: Class 14 contains 186024 members 
Mstep: Class 15 contains 1475 members 
Mstep: Class 16 contains 203590 members 
Mstep: Class 17 contains 189951 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328368.000000 Penalty: 65528.617188
Iteration 143Q: 20 clusters Score -1.443284e+08 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 71603 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 22289 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46491 members 
Mstep: Class 7 contains 18828 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 133092 members 
Mstep: Class 12 contains 173019 members 
Mstep: Class 13 contains 5299 members 
Mstep: Class 14 contains 185498 members 
Mstep: Class 15 contains 1476 members 
Mstep: Class 16 contains 203653 members 
Mstep: Class 17 contains 189860 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328288.000000 Penalty: 65528.617188
Iteration 144Q: 20 clusters Score -1.443283e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 70429 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 23011 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46465 members 
Mstep: Class 7 contains 18841 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 134080 members 
Mstep: Class 12 contains 172999 members 
Mstep: Class 13 contains 5321 members 
Mstep: Class 14 contains 184975 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203713 members 
Mstep: Class 17 contains 189773 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328176.000000 Penalty: 65528.617188
Iteration 145Q: 20 clusters Score -1.443282e+08 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 69256 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 23774 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46439 members 
Mstep: Class 7 contains 18855 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 3263 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 135062 members 
Mstep: Class 12 contains 172957 members 
Mstep: Class 13 contains 5343 members 
Mstep: Class 14 contains 184417 members 
Mstep: Class 15 contains 1478 members 
Mstep: Class 16 contains 203750 members 
Mstep: Class 17 contains 189700 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328144.000000 Penalty: 65528.617188
Iteration 146Q: 20 clusters Score -1.443281e+08 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 68009 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 24577 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46407 members 
Mstep: Class 7 contains 18867 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 3259 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 136153 members 
Mstep: Class 12 contains 172906 members 
Mstep: Class 13 contains 5363 members 
Mstep: Class 14 contains 183759 members 
Mstep: Class 15 contains 1478 members 
Mstep: Class 16 contains 203842 members 
Mstep: Class 17 contains 189631 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328096.000000 Penalty: 65528.617188
Iteration 147Q: 20 clusters Score -1.443281e+08 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 66669 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 25424 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46384 members 
Mstep: Class 7 contains 18881 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 137218 members 
Mstep: Class 12 contains 172870 members 
Mstep: Class 13 contains 5371 members 
Mstep: Class 14 contains 183222 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203886 members 
Mstep: Class 17 contains 189568 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328896.000000 Penalty: 65528.617188
Iteration 148Q: 20 clusters Score -1.443289e+08 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 65202 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 26286 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46353 members 
Mstep: Class 7 contains 18895 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 138306 members 
Mstep: Class 12 contains 172822 members 
Mstep: Class 13 contains 5384 members 
Mstep: Class 14 contains 182749 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203892 members 
Mstep: Class 17 contains 189573 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 21 contains 31435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329344.000000 Penalty: 65528.617188
Iteration 149Q: 20 clusters Score -1.443293e+08 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 63720 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 27173 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46312 members 
Mstep: Class 7 contains 18902 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 3248 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 139454 members 
Mstep: Class 12 contains 172789 members 
Mstep: Class 13 contains 5404 members 
Mstep: Class 14 contains 182206 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203909 members 
Mstep: Class 17 contains 189585 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 21 contains 31459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329840.000000 Penalty: 65528.617188
Iteration 150Q: 20 clusters Score -1.443298e+08 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 62202 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 28108 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46291 members 
Mstep: Class 7 contains 18911 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 3246 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 140543 members 
Mstep: Class 12 contains 172737 members 
Mstep: Class 13 contains 5428 members 
Mstep: Class 14 contains 181682 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203922 members 
Mstep: Class 17 contains 189598 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 21 contains 31500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144330032.000000 Penalty: 65528.617188
Iteration 151Q: 20 clusters Score -1.4433e+08 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 60649 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 29040 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46276 members 
Mstep: Class 7 contains 18916 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 3244 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 141656 members 
Mstep: Class 12 contains 172716 members 
Mstep: Class 13 contains 5448 members 
Mstep: Class 14 contains 181117 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203877 members 
Mstep: Class 17 contains 189684 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 21 contains 31548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144330640.000000 Penalty: 65528.617188
Iteration 152Q: 20 clusters Score -1.443306e+08 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 59050 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 30036 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46266 members 
Mstep: Class 7 contains 18922 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 3242 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 142835 members 
Mstep: Class 12 contains 172700 members 
Mstep: Class 13 contains 5466 members 
Mstep: Class 14 contains 180468 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203862 members 
Mstep: Class 17 contains 189767 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 21 contains 31567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144331008.000000 Penalty: 65528.617188
Iteration 153Q: 20 clusters Score -1.44331e+08 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 57418 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 31104 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46256 members 
Mstep: Class 7 contains 18941 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 144122 members 
Mstep: Class 12 contains 172684 members 
Mstep: Class 13 contains 5493 members 
Mstep: Class 14 contains 179682 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203857 members 
Mstep: Class 17 contains 189814 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 21 contains 31587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144331760.000000 Penalty: 65528.617188
Iteration 154Q: 20 clusters Score -1.443318e+08 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 55747 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 32219 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46245 members 
Mstep: Class 7 contains 18941 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 145504 members 
Mstep: Class 12 contains 172664 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 178828 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203807 members 
Mstep: Class 17 contains 189857 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 21 contains 31616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144332416.000000 Penalty: 65528.617188
Iteration 155Q: 20 clusters Score -1.443324e+08 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 54047 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 33374 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 46252 members 
Mstep: Class 7 contains 18949 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 147064 members 
Mstep: Class 12 contains 172620 members 
Mstep: Class 13 contains 5569 members 
Mstep: Class 14 contains 177857 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203691 members 
Mstep: Class 17 contains 189920 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31645 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 156Q: 20 clusters Score -1.443339e+08 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 52350 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 34528 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46277 members 
Mstep: Class 7 contains 18952 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 148616 members 
Mstep: Class 12 contains 172548 members 
Mstep: Class 13 contains 5598 members 
Mstep: Class 14 contains 176822 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203629 members 
Mstep: Class 17 contains 190016 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144334576.000000 Penalty: 65528.617188
Iteration 157Q: 20 clusters Score -1.443346e+08 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 50717 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 35709 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46318 members 
Mstep: Class 7 contains 18971 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 3235 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 150155 members 
Mstep: Class 12 contains 172483 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 175750 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203506 members 
Mstep: Class 17 contains 190094 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 31668 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 158Q: 20 clusters Score -1.443356e+08 nChanged 7766
Entering ConstructFrom: 
Score: -144335616.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -135455.500000 Penalty: 1731.289429
	Iteration 0F: 2 clusters Score -135455.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -133456.031250 Penalty: 3462.578857
	Iteration 0F: 3 clusters Score -133456 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133766.203125 Penalty: 3462.578857
	Iteration 1F: 3 clusters Score -133766.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133887.140625 Penalty: 3462.578857
	Iteration 2F: 3 clusters Score -133887.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134015.296875 Penalty: 3462.578857
	Iteration 3Q: 3 clusters Score -134015.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -134197.203125 Penalty: 3462.578857
	Iteration 4Q: 3 clusters Score -134197.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -134466.468750 Penalty: 3462.578857
	Iteration 5F: 3 clusters Score -134466.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134848.078125 Penalty: 3462.578857
	Iteration 6F: 3 clusters Score -134848.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135088.125000 Penalty: 3462.578857
	Iteration 7F: 3 clusters Score -135088.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135212.265625 Penalty: 3462.578857
	Iteration 8Q: 3 clusters Score -135212.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -135318.531250 Penalty: 3462.578857
	Iteration 9Q: 3 clusters Score -135318.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -135418.312500 Penalty: 3462.578857
	Iteration 10Q: 3 clusters Score -135418.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -135531.484375 Penalty: 3462.578857
	Iteration 11Q: 3 clusters Score -135531.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -135629.593750 Penalty: 3462.578857
	Iteration 12Q: 3 clusters Score -135629.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -135694.078125 Penalty: 3462.578857
	Iteration 13Q: 3 clusters Score -135694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -135749.484375 Penalty: 3462.578857
	Iteration 14Q: 3 clusters Score -135749.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -135801.843750 Penalty: 3462.578857
	Iteration 15Q: 3 clusters Score -135801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -135829.703125 Penalty: 3462.578857
	Iteration 16Q: 3 clusters Score -135829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -135842.921875 Penalty: 3462.578857
	Iteration 17Q: 3 clusters Score -135842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -135842.921875 Penalty: 3462.578857
	Iteration 18F: 3 clusters Score -135842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 49220 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 36847 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46354 members 
Mstep: Class 7 contains 18967 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 151654 members 
Mstep: Class 12 contains 172386 members 
Mstep: Class 13 contains 5657 members 
Mstep: Class 14 contains 174767 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203379 members 
Mstep: Class 17 contains 190138 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 795 members 
Mstep: Class 21 contains 31680 members 
Entering Unmasked Estep 
Score: -144335600.000000 Penalty: 68977.492188
Splitting cluster 1 changes total score from -144335616.000000 to -144335600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (49220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Entering Unmasked Estep 
Score: -6654136.000000 Penalty: 2679.405762
	Iteration 0F: 2 clusters Score -6654136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -6620766.500000 Penalty: 5358.811523
	Iteration 0F: 3 clusters Score -6620766 nChanged 22803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -6633057.500000 Penalty: 5358.811523
	Iteration 1F: 3 clusters Score -6633058 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -6633568.500000 Penalty: 5358.811523
	Iteration 2Q: 3 clusters Score -6633568 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -6634053.000000 Penalty: 5358.811523
	Iteration 3Q: 3 clusters Score -6634053 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -6634572.500000 Penalty: 5358.811523
	Iteration 4Q: 3 clusters Score -6634572 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -6635187.500000 Penalty: 5358.811523
	Iteration 5Q: 3 clusters Score -6635188 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -6636127.000000 Penalty: 5358.811523
	Iteration 6Q: 3 clusters Score -6636127 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -6637699.500000 Penalty: 5358.811523
	Iteration 7F: 3 clusters Score -6637700 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -6640104.000000 Penalty: 5358.811523
	Iteration 8F: 3 clusters Score -6640104 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -6643520.500000 Penalty: 5358.811523
	Iteration 9F: 3 clusters Score -6643520 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -6647240.500000 Penalty: 5358.811523
	Iteration 10F: 3 clusters Score -6647240 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6649851.500000 Penalty: 5358.811523
	Iteration 11F: 3 clusters Score -6649852 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6651127.000000 Penalty: 5358.811523
	Iteration 12Q: 3 clusters Score -6651127 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6651708.000000 Penalty: 5358.811523
	Iteration 13Q: 3 clusters Score -6651708 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6651999.000000 Penalty: 5358.811523
	Iteration 14Q: 3 clusters Score -6651999 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6652158.000000 Penalty: 5358.811523
	Iteration 15Q: 3 clusters Score -6652158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6652251.000000 Penalty: 5358.811523
	Iteration 16Q: 3 clusters Score -6652251 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6652329.500000 Penalty: 5358.811523
	Iteration 17Q: 3 clusters Score -6652330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6652357.500000 Penalty: 5358.811523
	Iteration 18Q: 3 clusters Score -6652358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6652396.500000 Penalty: 5358.811523
	Iteration 19Q: 3 clusters Score -6652396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6652420.000000 Penalty: 5358.811523
	Iteration 20F: 3 clusters Score -6652420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6652419.000000 Penalty: 5358.811523
	Iteration 21Q: 3 clusters Score -6652419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6652409.000000 Penalty: 5358.811523
	Iteration 22Q: 3 clusters Score -6652409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6652419.000000 Penalty: 5358.811523
	Iteration 23Q: 3 clusters Score -6652419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6652421.500000 Penalty: 5358.811523
	Iteration 24Q: 3 clusters Score -6652422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6652427.000000 Penalty: 5358.811523
	Iteration 25Q: 3 clusters Score -6652427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6652428.000000 Penalty: 5358.811523
	Iteration 26Q: 3 clusters Score -6652428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6652429.500000 Penalty: 5358.811523
	Iteration 27Q: 3 clusters Score -6652430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6652439.000000 Penalty: 5358.811523
	Iteration 28Q: 3 clusters Score -6652439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6652443.500000 Penalty: 5358.811523
	Iteration 29Q: 3 clusters Score -6652444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6652449.000000 Penalty: 5358.811523
	Iteration 30Q: 3 clusters Score -6652449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6652448.500000 Penalty: 5358.811523
	Iteration 31Q: 3 clusters Score -6652448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6652449.500000 Penalty: 5358.811523
	Iteration 32Q: 3 clusters Score -6652450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6652443.500000 Penalty: 5358.811523
	Iteration 33Q: 3 clusters Score -6652444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6652450.500000 Penalty: 5358.811523
	Iteration 34Q: 3 clusters Score -6652450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6652442.500000 Penalty: 5358.811523
	Iteration 35Q: 3 clusters Score -6652442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6652443.500000 Penalty: 5358.811523
	Iteration 36Q: 3 clusters Score -6652444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6652447.500000 Penalty: 5358.811523
	Iteration 37Q: 3 clusters Score -6652448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6652446.000000 Penalty: 5358.811523
	Iteration 38Q: 3 clusters Score -6652446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6652449.500000 Penalty: 5358.811523
	Iteration 39Q: 3 clusters Score -6652450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6652452.500000 Penalty: 5358.811523
	Iteration 40F: 3 clusters Score -6652452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6652453.000000 Penalty: 5358.811523
	Iteration 41Q: 3 clusters Score -6652453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6652453.000000 Penalty: 5358.811523
	Iteration 42F: 3 clusters Score -6652453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -206101.484375 Penalty: 1837.766113
	Iteration 0F: 2 clusters Score -206101.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -203814.203125 Penalty: 3675.532227
	Iteration 0F: 3 clusters Score -203814.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -204403.781250 Penalty: 3675.532227
	Iteration 1F: 3 clusters Score -204403.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -204640.453125 Penalty: 3675.532227
	Iteration 2F: 3 clusters Score -204640.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -204911.281250 Penalty: 3675.532227
	Iteration 3F: 3 clusters Score -204911.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -205104.578125 Penalty: 3675.532227
	Iteration 4F: 3 clusters Score -205104.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -205251.187500 Penalty: 3675.532227
	Iteration 5Q: 3 clusters Score -205251.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -205375.500000 Penalty: 3675.532227
	Iteration 6Q: 3 clusters Score -205375.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -205495.140625 Penalty: 3675.532227
	Iteration 7Q: 3 clusters Score -205495.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -205650.765625 Penalty: 3675.532227
	Iteration 8Q: 3 clusters Score -205650.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -205827.765625 Penalty: 3675.532227
	Iteration 9Q: 3 clusters Score -205827.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -205933.484375 Penalty: 3675.532227
	Iteration 10Q: 3 clusters Score -205933.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -205988.656250 Penalty: 3675.532227
	Iteration 11Q: 3 clusters Score -205988.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -206032.656250 Penalty: 3675.532227
	Iteration 12Q: 3 clusters Score -206032.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -206061.609375 Penalty: 3675.532227
	Iteration 13Q: 3 clusters Score -206061.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -206100.140625 Penalty: 3675.532227
	Iteration 14Q: 3 clusters Score -206100.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -206118.437500 Penalty: 3675.532227
	Iteration 15Q: 3 clusters Score -206118.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -206124.296875 Penalty: 3675.532227
	Iteration 16Q: 3 clusters Score -206124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -206128.875000 Penalty: 3675.532227
	Iteration 17Q: 3 clusters Score -206128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -206130.656250 Penalty: 3675.532227
	Iteration 18F: 3 clusters Score -206130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -206133.890625 Penalty: 3675.532227
	Iteration 19Q: 3 clusters Score -206133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -206135.609375 Penalty: 3675.532227
	Iteration 20F: 3 clusters Score -206135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -206136.640625 Penalty: 3675.532227
	Iteration 21Q: 3 clusters Score -206136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -206138.546875 Penalty: 3675.532227
	Iteration 22Q: 3 clusters Score -206138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -206138.546875 Penalty: 3675.532227
	Iteration 23F: 3 clusters Score -206138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 49220 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 36847 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46354 members 
Mstep: Class 7 contains 18967 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 151654 members 
Mstep: Class 12 contains 172386 members 
Mstep: Class 13 contains 5657 members 
Mstep: Class 14 contains 174767 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203379 members 
Mstep: Class 17 contains 190138 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 21 contains 31680 members 
Entering Unmasked Estep 
Score: -144335408.000000 Penalty: 68977.492188
Splitting cluster 3 changes total score from -144335616.000000 to -144335408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (36847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Entering Unmasked Estep 
Score: -5017318.000000 Penalty: 2607.603271
	Iteration 0F: 2 clusters Score -5017318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 21193 members 
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Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 23758 members 
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Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 25688 members 
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Mstep: Class 1 contains 10521 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8655 members 
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Mstep: Class 1 contains 8283 members 
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Mstep: Class 1 contains 7866 members 
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Mstep: Class 1 contains 7495 members 
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Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 29739 members 
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Mstep: Class 1 contains 6717 members 
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Mstep: Class 1 contains 6326 members 
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Mstep: Class 1 contains 5930 members 
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Mstep: Class 1 contains 5537 members 
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Mstep: Class 1 contains 4765 members 
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Mstep: Class 1 contains 3748 members 
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Mstep: Class 1 contains 2752 members 
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	Iteration 56Q: 3 clusters Score -5014410 nChanged 191
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5014682 nChanged 116
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Mstep: Class 1 contains 1779 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1654 members 
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	Iteration 62Q: 3 clusters Score -5014780 nChanged 108
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5014836 nChanged 93
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Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 35382 members 
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Mstep: Class 1 contains 1400 members 
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	Iteration 65Q: 3 clusters Score -5014878 nChanged 58
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	Iteration 67Q: 3 clusters Score -5014917 nChanged 36
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	Iteration 69Q: 3 clusters Score -5014943 nChanged 29
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	Iteration 70Q: 3 clusters Score -5014964 nChanged 23
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	Iteration 71Q: 3 clusters Score -5014977 nChanged 28
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	Iteration 72Q: 3 clusters Score -5014984 nChanged 23
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	Iteration 76Q: 3 clusters Score -5015018 nChanged 15
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	Iteration 79Q: 3 clusters Score -5015038 nChanged 11
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	Iteration 80F: 3 clusters Score -5015044 nChanged 7
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	Iteration 81Q: 3 clusters Score -5015050 nChanged 3
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	Iteration 83Q: 3 clusters Score -5015050 nChanged 7
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	Iteration 84Q: 3 clusters Score -5015054 nChanged 6
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	Iteration 85Q: 3 clusters Score -5015055 nChanged 8
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	Iteration 86Q: 3 clusters Score -5015062 nChanged 6
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	Iteration 87Q: 3 clusters Score -5015072 nChanged 6
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	Iteration 89Q: 3 clusters Score -5015071 nChanged 11
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	Iteration 90Q: 3 clusters Score -5015072 nChanged 6
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	Iteration 91Q: 3 clusters Score -5015070 nChanged 8
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	Iteration 92Q: 3 clusters Score -5015070 nChanged 9
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Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -5015073.000000 Penalty: 5215.206543
	Iteration 93Q: 3 clusters Score -5015073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -5015074.500000 Penalty: 5215.206543
	Iteration 94Q: 3 clusters Score -5015074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -5015076.000000 Penalty: 5215.206543
	Iteration 95Q: 3 clusters Score -5015076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -5015078.000000 Penalty: 5215.206543
	Iteration 96Q: 3 clusters Score -5015078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -5015081.000000 Penalty: 5215.206543
	Iteration 97Q: 3 clusters Score -5015081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -5015089.500000 Penalty: 5215.206543
	Iteration 98Q: 3 clusters Score -5015090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -5015089.500000 Penalty: 5215.206543
	Iteration 99F: 3 clusters Score -5015090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -60191.269531 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -60191.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58743.031250 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -58743.03 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58985.980469 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -58985.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -59251.382812 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -59251.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59374.066406 Penalty: 3081.452637
	Iteration 3F: 3 clusters Score -59374.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -59447.480469 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -59447.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -59594.394531 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -59594.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -59757.203125 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -59757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -59810.449219 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -59810.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -59824.835938 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -59824.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -59828.535156 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -59828.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -59837.128906 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -59837.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -59848.070312 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -59848.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -59861.078125 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -59861.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -59861.078125 Penalty: 3081.452637
	Iteration 13F: 3 clusters Score -59861.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Entering Unmasked Estep 
Score: -6040308.500000 Penalty: 2664.527588
	Iteration 0F: 2 clusters Score -6040308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -6009137.500000 Penalty: 5329.055176
	Iteration 0F: 3 clusters Score -6009138 nChanged 21315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -6020647.500000 Penalty: 5329.055176
	Iteration 1F: 3 clusters Score -6020648 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -6021248.000000 Penalty: 5329.055176
	Iteration 2Q: 3 clusters Score -6021248 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -6021799.500000 Penalty: 5329.055176
	Iteration 3Q: 3 clusters Score -6021800 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -6022416.000000 Penalty: 5329.055176
	Iteration 4Q: 3 clusters Score -6022416 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -6023111.500000 Penalty: 5329.055176
	Iteration 5Q: 3 clusters Score -6023112 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -6024052.000000 Penalty: 5329.055176
	Iteration 6Q: 3 clusters Score -6024052 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -6025347.000000 Penalty: 5329.055176
	Iteration 7Q: 3 clusters Score -6025347 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -6026770.000000 Penalty: 5329.055176
	Iteration 8Q: 3 clusters Score -6026770 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -6028387.000000 Penalty: 5329.055176
	Iteration 9F: 3 clusters Score -6028387 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -6029821.000000 Penalty: 5329.055176
	Iteration 10F: 3 clusters Score -6029821 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -6031091.500000 Penalty: 5329.055176
	Iteration 11Q: 3 clusters Score -6031092 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -6032008.000000 Penalty: 5329.055176
	Iteration 12Q: 3 clusters Score -6032008 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -6032700.000000 Penalty: 5329.055176
	Iteration 13Q: 3 clusters Score -6032700 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -6033237.000000 Penalty: 5329.055176
	Iteration 14Q: 3 clusters Score -6033237 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -6033655.000000 Penalty: 5329.055176
	Iteration 15Q: 3 clusters Score -6033655 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -6034041.500000 Penalty: 5329.055176
	Iteration 16Q: 3 clusters Score -6034042 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -6034367.000000 Penalty: 5329.055176
	Iteration 17Q: 3 clusters Score -6034367 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -6034651.500000 Penalty: 5329.055176
	Iteration 18Q: 3 clusters Score -6034652 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -6034950.500000 Penalty: 5329.055176
	Iteration 19Q: 3 clusters Score -6034950 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -6035205.000000 Penalty: 5329.055176
	Iteration 20F: 3 clusters Score -6035205 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -6035441.000000 Penalty: 5329.055176
	Iteration 21Q: 3 clusters Score -6035441 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -6035707.000000 Penalty: 5329.055176
	Iteration 22Q: 3 clusters Score -6035707 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -6035933.000000 Penalty: 5329.055176
	Iteration 23Q: 3 clusters Score -6035933 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -6036173.000000 Penalty: 5329.055176
	Iteration 24Q: 3 clusters Score -6036173 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -6036363.000000 Penalty: 5329.055176
	Iteration 25Q: 3 clusters Score -6036363 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -6036568.000000 Penalty: 5329.055176
	Iteration 26Q: 3 clusters Score -6036568 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -6036785.000000 Penalty: 5329.055176
	Iteration 27Q: 3 clusters Score -6036785 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -6036960.000000 Penalty: 5329.055176
	Iteration 28Q: 3 clusters Score -6036960 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -6037103.000000 Penalty: 5329.055176
	Iteration 29Q: 3 clusters Score -6037103 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -6037235.500000 Penalty: 5329.055176
	Iteration 30Q: 3 clusters Score -6037236 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -6037346.000000 Penalty: 5329.055176
	Iteration 31Q: 3 clusters Score -6037346 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -6037442.500000 Penalty: 5329.055176
	Iteration 32Q: 3 clusters Score -6037442 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -6037494.500000 Penalty: 5329.055176
	Iteration 33Q: 3 clusters Score -6037494 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -6037552.500000 Penalty: 5329.055176
	Iteration 34Q: 3 clusters Score -6037552 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6037607.500000 Penalty: 5329.055176
	Iteration 35Q: 3 clusters Score -6037608 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6037655.000000 Penalty: 5329.055176
	Iteration 36Q: 3 clusters Score -6037655 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6037706.500000 Penalty: 5329.055176
	Iteration 37Q: 3 clusters Score -6037706 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6037750.500000 Penalty: 5329.055176
	Iteration 38Q: 3 clusters Score -6037750 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6037801.000000 Penalty: 5329.055176
	Iteration 39Q: 3 clusters Score -6037801 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6037850.000000 Penalty: 5329.055176
	Iteration 40F: 3 clusters Score -6037850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6037866.500000 Penalty: 5329.055176
	Iteration 41Q: 3 clusters Score -6037866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6037887.000000 Penalty: 5329.055176
	Iteration 42Q: 3 clusters Score -6037887 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6037897.500000 Penalty: 5329.055176
	Iteration 43Q: 3 clusters Score -6037898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6037936.500000 Penalty: 5329.055176
	Iteration 44Q: 3 clusters Score -6037936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6037977.000000 Penalty: 5329.055176
	Iteration 45Q: 3 clusters Score -6037977 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6038001.500000 Penalty: 5329.055176
	Iteration 46Q: 3 clusters Score -6038002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6038016.500000 Penalty: 5329.055176
	Iteration 47Q: 3 clusters Score -6038016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6038035.000000 Penalty: 5329.055176
	Iteration 48Q: 3 clusters Score -6038035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6038047.500000 Penalty: 5329.055176
	Iteration 49Q: 3 clusters Score -6038048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6038059.500000 Penalty: 5329.055176
	Iteration 50Q: 3 clusters Score -6038060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6038071.000000 Penalty: 5329.055176
	Iteration 51Q: 3 clusters Score -6038071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6038084.000000 Penalty: 5329.055176
	Iteration 52Q: 3 clusters Score -6038084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6038074.000000 Penalty: 5329.055176
	Iteration 53Q: 3 clusters Score -6038074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6038076.000000 Penalty: 5329.055176
	Iteration 54Q: 3 clusters Score -6038076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6038076.500000 Penalty: 5329.055176
	Iteration 55Q: 3 clusters Score -6038076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6038084.500000 Penalty: 5329.055176
	Iteration 56Q: 3 clusters Score -6038084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6038084.000000 Penalty: 5329.055176
	Iteration 57Q: 3 clusters Score -6038084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6038088.500000 Penalty: 5329.055176
	Iteration 58Q: 3 clusters Score -6038088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6038083.500000 Penalty: 5329.055176
	Iteration 59Q: 3 clusters Score -6038084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6038083.000000 Penalty: 5329.055176
	Iteration 60F: 3 clusters Score -6038083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6038091.500000 Penalty: 5329.055176
	Iteration 61Q: 3 clusters Score -6038092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6038096.500000 Penalty: 5329.055176
	Iteration 62Q: 3 clusters Score -6038096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6038098.500000 Penalty: 5329.055176
	Iteration 63Q: 3 clusters Score -6038098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6038102.000000 Penalty: 5329.055176
	Iteration 64Q: 3 clusters Score -6038102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6038101.500000 Penalty: 5329.055176
	Iteration 65Q: 3 clusters Score -6038102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6038113.500000 Penalty: 5329.055176
	Iteration 66Q: 3 clusters Score -6038114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6038111.500000 Penalty: 5329.055176
	Iteration 67Q: 3 clusters Score -6038112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6038114.000000 Penalty: 5329.055176
	Iteration 68Q: 3 clusters Score -6038114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6038110.000000 Penalty: 5329.055176
	Iteration 69Q: 3 clusters Score -6038110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6038110.000000 Penalty: 5329.055176
	Iteration 70F: 3 clusters Score -6038110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Entering Unmasked Estep 
Score: -2440980.750000 Penalty: 2442.913086
	Iteration 0F: 2 clusters Score -2440981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2427535.500000 Penalty: 4885.826172
	Iteration 0F: 3 clusters Score -2427536 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2432103.250000 Penalty: 4885.826172
	Iteration 1F: 3 clusters Score -2432103 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2432801.750000 Penalty: 4885.826172
	Iteration 2F: 3 clusters Score -2432802 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2433380.500000 Penalty: 4885.826172
	Iteration 3F: 3 clusters Score -2433380 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2433761.500000 Penalty: 4885.826172
	Iteration 4F: 3 clusters Score -2433762 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2434122.500000 Penalty: 4885.826172
	Iteration 5Q: 3 clusters Score -2434122 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2434449.750000 Penalty: 4885.826172
	Iteration 6Q: 3 clusters Score -2434450 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2434818.500000 Penalty: 4885.826172
	Iteration 7Q: 3 clusters Score -2434818 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2435282.250000 Penalty: 4885.826172
	Iteration 8Q: 3 clusters Score -2435282 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2435900.750000 Penalty: 4885.826172
	Iteration 9F: 3 clusters Score -2435901 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2436563.750000 Penalty: 4885.826172
	Iteration 10F: 3 clusters Score -2436564 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2437287.500000 Penalty: 4885.826172
	Iteration 11F: 3 clusters Score -2437288 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2437958.250000 Penalty: 4885.826172
	Iteration 12Q: 3 clusters Score -2437958 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2438541.250000 Penalty: 4885.826172
	Iteration 13Q: 3 clusters Score -2438541 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2439026.250000 Penalty: 4885.826172
	Iteration 14Q: 3 clusters Score -2439026 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2439387.750000 Penalty: 4885.826172
	Iteration 15Q: 3 clusters Score -2439388 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2439636.250000 Penalty: 4885.826172
	Iteration 16Q: 3 clusters Score -2439636 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2439822.500000 Penalty: 4885.826172
	Iteration 17Q: 3 clusters Score -2439822 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2439966.000000 Penalty: 4885.826172
	Iteration 18Q: 3 clusters Score -2439966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2440101.000000 Penalty: 4885.826172
	Iteration 19Q: 3 clusters Score -2440101 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2440214.750000 Penalty: 4885.826172
	Iteration 20F: 3 clusters Score -2440215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2440346.000000 Penalty: 4885.826172
	Iteration 21Q: 3 clusters Score -2440346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2440489.750000 Penalty: 4885.826172
	Iteration 22Q: 3 clusters Score -2440490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2440573.000000 Penalty: 4885.826172
	Iteration 23Q: 3 clusters Score -2440573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2440618.000000 Penalty: 4885.826172
	Iteration 24Q: 3 clusters Score -2440618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2440659.000000 Penalty: 4885.826172
	Iteration 25Q: 3 clusters Score -2440659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2440674.750000 Penalty: 4885.826172
	Iteration 26Q: 3 clusters Score -2440675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2440692.250000 Penalty: 4885.826172
	Iteration 27Q: 3 clusters Score -2440692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2440699.000000 Penalty: 4885.826172
	Iteration 28Q: 3 clusters Score -2440699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2440703.500000 Penalty: 4885.826172
	Iteration 29Q: 3 clusters Score -2440704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2440707.750000 Penalty: 4885.826172
	Iteration 30Q: 3 clusters Score -2440708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2440707.750000 Penalty: 4885.826172
	Iteration 31F: 3 clusters Score -2440708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Entering Unmasked Estep 
Score: -661730.625000 Penalty: 2112.907959
	Iteration 0F: 2 clusters Score -661730.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -657220.000000 Penalty: 4225.815918
	Iteration 0F: 3 clusters Score -657220 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -658306.625000 Penalty: 4225.815918
	Iteration 1F: 3 clusters Score -658306.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -658490.687500 Penalty: 4225.815918
	Iteration 2F: 3 clusters Score -658490.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -658605.000000 Penalty: 4225.815918
	Iteration 3Q: 3 clusters Score -658605 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -658693.062500 Penalty: 4225.815918
	Iteration 4Q: 3 clusters Score -658693.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -658753.500000 Penalty: 4225.815918
	Iteration 5Q: 3 clusters Score -658753.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -658809.250000 Penalty: 4225.815918
	Iteration 6Q: 3 clusters Score -658809.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -658850.125000 Penalty: 4225.815918
	Iteration 7Q: 3 clusters Score -658850.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -658878.750000 Penalty: 4225.815918
	Iteration 8Q: 3 clusters Score -658878.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -658898.375000 Penalty: 4225.815918
	Iteration 9Q: 3 clusters Score -658898.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -658916.500000 Penalty: 4225.815918
	Iteration 10Q: 3 clusters Score -658916.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -658930.125000 Penalty: 4225.815918
	Iteration 11Q: 3 clusters Score -658930.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -658943.875000 Penalty: 4225.815918
	Iteration 12Q: 3 clusters Score -658943.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -658959.625000 Penalty: 4225.815918
	Iteration 13Q: 3 clusters Score -658959.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -658972.812500 Penalty: 4225.815918
	Iteration 14Q: 3 clusters Score -658972.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -658981.187500 Penalty: 4225.815918
	Iteration 15Q: 3 clusters Score -658981.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -658991.250000 Penalty: 4225.815918
	Iteration 16Q: 3 clusters Score -658991.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -659007.062500 Penalty: 4225.815918
	Iteration 17Q: 3 clusters Score -659007.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -659020.562500 Penalty: 4225.815918
	Iteration 18Q: 3 clusters Score -659020.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -659038.750000 Penalty: 4225.815918
	Iteration 19Q: 3 clusters Score -659038.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -659059.625000 Penalty: 4225.815918
	Iteration 20F: 3 clusters Score -659059.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -659085.562500 Penalty: 4225.815918
	Iteration 21Q: 3 clusters Score -659085.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -659112.812500 Penalty: 4225.815918
	Iteration 22Q: 3 clusters Score -659112.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -659138.000000 Penalty: 4225.815918
	Iteration 23Q: 3 clusters Score -659138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -659163.687500 Penalty: 4225.815918
	Iteration 24Q: 3 clusters Score -659163.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -659190.937500 Penalty: 4225.815918
	Iteration 25Q: 3 clusters Score -659190.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -659209.062500 Penalty: 4225.815918
	Iteration 26Q: 3 clusters Score -659209.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -659224.125000 Penalty: 4225.815918
	Iteration 27Q: 3 clusters Score -659224.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -659236.937500 Penalty: 4225.815918
	Iteration 28Q: 3 clusters Score -659236.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -659247.062500 Penalty: 4225.815918
	Iteration 29Q: 3 clusters Score -659247.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -659255.750000 Penalty: 4225.815918
	Iteration 30Q: 3 clusters Score -659255.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -659268.500000 Penalty: 4225.815918
	Iteration 31Q: 3 clusters Score -659268.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -659287.437500 Penalty: 4225.815918
	Iteration 32Q: 3 clusters Score -659287.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -659303.437500 Penalty: 4225.815918
	Iteration 33Q: 3 clusters Score -659303.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -659323.625000 Penalty: 4225.815918
	Iteration 34Q: 3 clusters Score -659323.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -659347.562500 Penalty: 4225.815918
	Iteration 35Q: 3 clusters Score -659347.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -659375.375000 Penalty: 4225.815918
	Iteration 36Q: 3 clusters Score -659375.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -659402.562500 Penalty: 4225.815918
	Iteration 37Q: 3 clusters Score -659402.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -659440.937500 Penalty: 4225.815918
	Iteration 38Q: 3 clusters Score -659440.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -659480.437500 Penalty: 4225.815918
	Iteration 39Q: 3 clusters Score -659480.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -659526.812500 Penalty: 4225.815918
	Iteration 40F: 3 clusters Score -659526.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -659568.625000 Penalty: 4225.815918
	Iteration 41Q: 3 clusters Score -659568.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -659604.125000 Penalty: 4225.815918
	Iteration 42Q: 3 clusters Score -659604.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -659637.500000 Penalty: 4225.815918
	Iteration 43Q: 3 clusters Score -659637.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -659676.750000 Penalty: 4225.815918
	Iteration 44Q: 3 clusters Score -659676.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -659704.500000 Penalty: 4225.815918
	Iteration 45Q: 3 clusters Score -659704.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -659726.125000 Penalty: 4225.815918
	Iteration 46Q: 3 clusters Score -659726.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -659746.562500 Penalty: 4225.815918
	Iteration 47Q: 3 clusters Score -659746.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -659767.312500 Penalty: 4225.815918
	Iteration 48Q: 3 clusters Score -659767.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -659796.687500 Penalty: 4225.815918
	Iteration 49Q: 3 clusters Score -659796.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -659824.937500 Penalty: 4225.815918
	Iteration 50Q: 3 clusters Score -659824.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -659854.375000 Penalty: 4225.815918
	Iteration 51Q: 3 clusters Score -659854.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -659880.750000 Penalty: 4225.815918
	Iteration 52Q: 3 clusters Score -659880.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -659894.250000 Penalty: 4225.815918
	Iteration 53Q: 3 clusters Score -659894.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -659906.375000 Penalty: 4225.815918
	Iteration 54Q: 3 clusters Score -659906.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -659916.375000 Penalty: 4225.815918
	Iteration 55Q: 3 clusters Score -659916.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -659923.000000 Penalty: 4225.815918
	Iteration 56Q: 3 clusters Score -659923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -659929.125000 Penalty: 4225.815918
	Iteration 57Q: 3 clusters Score -659929.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -659933.187500 Penalty: 4225.815918
	Iteration 58Q: 3 clusters Score -659933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -659936.187500 Penalty: 4225.815918
	Iteration 59Q: 3 clusters Score -659936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -659939.312500 Penalty: 4225.815918
	Iteration 60F: 3 clusters Score -659939.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -659941.375000 Penalty: 4225.815918
	Iteration 61Q: 3 clusters Score -659941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -659943.812500 Penalty: 4225.815918
	Iteration 62Q: 3 clusters Score -659943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -659947.500000 Penalty: 4225.815918
	Iteration 63Q: 3 clusters Score -659947.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -659952.062500 Penalty: 4225.815918
	Iteration 64Q: 3 clusters Score -659952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -659957.312500 Penalty: 4225.815918
	Iteration 65Q: 3 clusters Score -659957.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -659964.750000 Penalty: 4225.815918
	Iteration 66Q: 3 clusters Score -659964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -659968.562500 Penalty: 4225.815918
	Iteration 67Q: 3 clusters Score -659968.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -659971.375000 Penalty: 4225.815918
	Iteration 68Q: 3 clusters Score -659971.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -659975.812500 Penalty: 4225.815918
	Iteration 69Q: 3 clusters Score -659975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -659978.812500 Penalty: 4225.815918
	Iteration 70Q: 3 clusters Score -659978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -659982.000000 Penalty: 4225.815918
	Iteration 71Q: 3 clusters Score -659982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -659982.750000 Penalty: 4225.815918
	Iteration 72Q: 3 clusters Score -659982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -659983.562500 Penalty: 4225.815918
	Iteration 73Q: 3 clusters Score -659983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -659984.000000 Penalty: 4225.815918
	Iteration 74Q: 3 clusters Score -659984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -659984.000000 Penalty: 4225.815918
	Iteration 75F: 3 clusters Score -659984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Entering Unmasked Estep 
Score: -413312.750000 Penalty: 2004.205811
	Iteration 0F: 2 clusters Score -413312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -409908.937500 Penalty: 4008.411621
	Iteration 0F: 3 clusters Score -409908.9 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -410609.468750 Penalty: 4008.411621
	Iteration 1F: 3 clusters Score -410609.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -410849.250000 Penalty: 4008.411621
	Iteration 2F: 3 clusters Score -410849.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -411003.718750 Penalty: 4008.411621
	Iteration 3F: 3 clusters Score -411003.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -411132.875000 Penalty: 4008.411621
	Iteration 4Q: 3 clusters Score -411132.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -411224.656250 Penalty: 4008.411621
	Iteration 5Q: 3 clusters Score -411224.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -411293.500000 Penalty: 4008.411621
	Iteration 6Q: 3 clusters Score -411293.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -411347.812500 Penalty: 4008.411621
	Iteration 7Q: 3 clusters Score -411347.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -411389.281250 Penalty: 4008.411621
	Iteration 8Q: 3 clusters Score -411389.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -411433.968750 Penalty: 4008.411621
	Iteration 9Q: 3 clusters Score -411434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -411478.468750 Penalty: 4008.411621
	Iteration 10Q: 3 clusters Score -411478.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -411516.937500 Penalty: 4008.411621
	Iteration 11Q: 3 clusters Score -411516.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -411555.656250 Penalty: 4008.411621
	Iteration 12Q: 3 clusters Score -411555.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -411596.562500 Penalty: 4008.411621
	Iteration 13Q: 3 clusters Score -411596.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -411648.250000 Penalty: 4008.411621
	Iteration 14Q: 3 clusters Score -411648.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -411694.250000 Penalty: 4008.411621
	Iteration 15Q: 3 clusters Score -411694.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -411727.343750 Penalty: 4008.411621
	Iteration 16Q: 3 clusters Score -411727.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -411757.125000 Penalty: 4008.411621
	Iteration 17Q: 3 clusters Score -411757.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -411786.312500 Penalty: 4008.411621
	Iteration 18Q: 3 clusters Score -411786.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -411805.437500 Penalty: 4008.411621
	Iteration 19Q: 3 clusters Score -411805.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -411820.531250 Penalty: 4008.411621
	Iteration 20F: 3 clusters Score -411820.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -411828.843750 Penalty: 4008.411621
	Iteration 21Q: 3 clusters Score -411828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -411832.250000 Penalty: 4008.411621
	Iteration 22Q: 3 clusters Score -411832.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -411836.656250 Penalty: 4008.411621
	Iteration 23Q: 3 clusters Score -411836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -411837.187500 Penalty: 4008.411621
	Iteration 24Q: 3 clusters Score -411837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -411838.218750 Penalty: 4008.411621
	Iteration 25Q: 3 clusters Score -411838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -411839.937500 Penalty: 4008.411621
	Iteration 26Q: 3 clusters Score -411839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -411840.781250 Penalty: 4008.411621
	Iteration 27Q: 3 clusters Score -411840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -411841.625000 Penalty: 4008.411621
	Iteration 28Q: 3 clusters Score -411841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -411842.500000 Penalty: 4008.411621
	Iteration 29Q: 3 clusters Score -411842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -411842.875000 Penalty: 4008.411621
	Iteration 30Q: 3 clusters Score -411842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -411845.312500 Penalty: 4008.411621
	Iteration 31Q: 3 clusters Score -411845.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -411846.656250 Penalty: 4008.411621
	Iteration 32Q: 3 clusters Score -411846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -411848.812500 Penalty: 4008.411621
	Iteration 33Q: 3 clusters Score -411848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -411852.281250 Penalty: 4008.411621
	Iteration 34Q: 3 clusters Score -411852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -411858.750000 Penalty: 4008.411621
	Iteration 35Q: 3 clusters Score -411858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -411863.843750 Penalty: 4008.411621
	Iteration 36Q: 3 clusters Score -411863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -411866.031250 Penalty: 4008.411621
	Iteration 37Q: 3 clusters Score -411866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -411868.062500 Penalty: 4008.411621
	Iteration 38Q: 3 clusters Score -411868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -411868.625000 Penalty: 4008.411621
	Iteration 39Q: 3 clusters Score -411868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -411870.656250 Penalty: 4008.411621
	Iteration 40F: 3 clusters Score -411870.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -411870.468750 Penalty: 4008.411621
	Iteration 41Q: 3 clusters Score -411870.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -411870.468750 Penalty: 4008.411621
	Iteration 42F: 3 clusters Score -411870.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -81617.312500 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -81617.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80100.562500 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -80100.56 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80638.617188 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -80638.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81055.242188 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -81055.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -81376.937500 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -81376.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -81703.593750 Penalty: 3234.958008
	Iteration 4F: 3 clusters Score -81703.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -82470.523438 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -82470.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -82610.195312 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -82610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -82632.914062 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -82632.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -82639.687500 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -82639.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -82639.687500 Penalty: 3234.958008
	Iteration 9F: 3 clusters Score -82639.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 49220 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 36847 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46354 members 
Mstep: Class 7 contains 18967 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 615 members 
Mstep: Class 11 contains 151654 members 
Mstep: Class 12 contains 172386 members 
Mstep: Class 13 contains 5657 members 
Mstep: Class 14 contains 174767 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203379 members 
Mstep: Class 17 contains 190138 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 65 members 
Mstep: Class 21 contains 31680 members 
Entering Unmasked Estep 
Score: -144336064.000000 Penalty: 68977.492188
Splitting cluster 10 changes total score from -144335616.000000 to -144336064.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 11 (151654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151654 members 
Entering Unmasked Estep 
Score: -20375480.000000 Penalty: 2958.480469
	Iteration 0F: 2 clusters Score -2.037548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -20274416.000000 Penalty: 5916.960938
	Iteration 0F: 3 clusters Score -2.027442e+07 nChanged 72694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -20316590.000000 Penalty: 5916.960938
	Iteration 1F: 3 clusters Score -2.031659e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -20317936.000000 Penalty: 5916.960938
	Iteration 2Q: 3 clusters Score -2.031794e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -20320194.000000 Penalty: 5916.960938
	Iteration 3Q: 3 clusters Score -2.032019e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 94992 members 
Entering Unmasked Estep 
Score: -20324476.000000 Penalty: 5916.960938
	Iteration 4F: 3 clusters Score -2.032448e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 104695 members 
Entering Unmasked Estep 
Score: -20332078.000000 Penalty: 5916.960938
	Iteration 5F: 3 clusters Score -2.033208e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 116878 members 
Entering Unmasked Estep 
Score: -20342704.000000 Penalty: 5916.960938
	Iteration 6F: 3 clusters Score -2.03427e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -20354632.000000 Penalty: 5916.960938
	Iteration 7F: 3 clusters Score -2.035463e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 138230 members 
Entering Unmasked Estep 
Score: -20363688.000000 Penalty: 5916.960938
	Iteration 8F: 3 clusters Score -2.036369e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 143141 members 
Entering Unmasked Estep 
Score: -20368802.000000 Penalty: 5916.960938
	Iteration 9Q: 3 clusters Score -2.03688e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 145299 members 
Entering Unmasked Estep 
Score: -20371218.000000 Penalty: 5916.960938
	Iteration 10Q: 3 clusters Score -2.037122e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 146320 members 
Entering Unmasked Estep 
Score: -20372178.000000 Penalty: 5916.960938
	Iteration 11Q: 3 clusters Score -2.037218e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 146957 members 
Entering Unmasked Estep 
Score: -20372550.000000 Penalty: 5916.960938
	Iteration 12Q: 3 clusters Score -2.037255e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -20372742.000000 Penalty: 5916.960938
	Iteration 13Q: 3 clusters Score -2.037274e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 147841 members 
Entering Unmasked Estep 
Score: -20372982.000000 Penalty: 5916.960938
	Iteration 14Q: 3 clusters Score -2.037298e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -20373096.000000 Penalty: 5916.960938
	Iteration 15Q: 3 clusters Score -2.03731e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 148324 members 
Entering Unmasked Estep 
Score: -20373170.000000 Penalty: 5916.960938
	Iteration 16Q: 3 clusters Score -2.037317e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 148520 members 
Entering Unmasked Estep 
Score: -20373218.000000 Penalty: 5916.960938
	Iteration 17Q: 3 clusters Score -2.037322e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 148660 members 
Entering Unmasked Estep 
Score: -20373348.000000 Penalty: 5916.960938
	Iteration 18Q: 3 clusters Score -2.037335e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 148777 members 
Entering Unmasked Estep 
Score: -20373356.000000 Penalty: 5916.960938
	Iteration 19Q: 3 clusters Score -2.037336e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 148862 members 
Entering Unmasked Estep 
Score: -20373372.000000 Penalty: 5916.960938
	Iteration 20F: 3 clusters Score -2.037337e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 148934 members 
Entering Unmasked Estep 
Score: -20373400.000000 Penalty: 5916.960938
	Iteration 21Q: 3 clusters Score -2.03734e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 148998 members 
Entering Unmasked Estep 
Score: -20373464.000000 Penalty: 5916.960938
	Iteration 22Q: 3 clusters Score -2.037346e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 149060 members 
Entering Unmasked Estep 
Score: -20373450.000000 Penalty: 5916.960938
	Iteration 23Q: 3 clusters Score -2.037345e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 149110 members 
Entering Unmasked Estep 
Score: -20373484.000000 Penalty: 5916.960938
	Iteration 24Q: 3 clusters Score -2.037348e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 149142 members 
Entering Unmasked Estep 
Score: -20373502.000000 Penalty: 5916.960938
	Iteration 25Q: 3 clusters Score -2.03735e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 149163 members 
Entering Unmasked Estep 
Score: -20373504.000000 Penalty: 5916.960938
	Iteration 26Q: 3 clusters Score -2.03735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 149185 members 
Entering Unmasked Estep 
Score: -20373478.000000 Penalty: 5916.960938
	Iteration 27Q: 3 clusters Score -2.037348e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 149211 members 
Entering Unmasked Estep 
Score: -20373474.000000 Penalty: 5916.960938
	Iteration 28Q: 3 clusters Score -2.037347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 149238 members 
Entering Unmasked Estep 
Score: -20373440.000000 Penalty: 5916.960938
	Iteration 29Q: 3 clusters Score -2.037344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 149262 members 
Entering Unmasked Estep 
Score: -20373432.000000 Penalty: 5916.960938
	Iteration 30Q: 3 clusters Score -2.037343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 149282 members 
Entering Unmasked Estep 
Score: -20373430.000000 Penalty: 5916.960938
	Iteration 31Q: 3 clusters Score -2.037343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 149300 members 
Entering Unmasked Estep 
Score: -20373418.000000 Penalty: 5916.960938
	Iteration 32Q: 3 clusters Score -2.037342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 149315 members 
Entering Unmasked Estep 
Score: -20373420.000000 Penalty: 5916.960938
	Iteration 33Q: 3 clusters Score -2.037342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 149326 members 
Entering Unmasked Estep 
Score: -20373414.000000 Penalty: 5916.960938
	Iteration 34Q: 3 clusters Score -2.037341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 149332 members 
Entering Unmasked Estep 
Score: -20373418.000000 Penalty: 5916.960938
	Iteration 35Q: 3 clusters Score -2.037342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 149337 members 
Entering Unmasked Estep 
Score: -20373404.000000 Penalty: 5916.960938
	Iteration 36Q: 3 clusters Score -2.03734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 149344 members 
Entering Unmasked Estep 
Score: -20373426.000000 Penalty: 5916.960938
	Iteration 37Q: 3 clusters Score -2.037343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 149350 members 
Entering Unmasked Estep 
Score: -20373432.000000 Penalty: 5916.960938
	Iteration 38Q: 3 clusters Score -2.037343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 149357 members 
Entering Unmasked Estep 
Score: -20373430.000000 Penalty: 5916.960938
	Iteration 39Q: 3 clusters Score -2.037343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 149363 members 
Entering Unmasked Estep 
Score: -20373420.000000 Penalty: 5916.960938
	Iteration 40F: 3 clusters Score -2.037342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 149367 members 
Entering Unmasked Estep 
Score: -20373420.000000 Penalty: 5916.960938
	Iteration 41Q: 3 clusters Score -2.037342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 149371 members 
Entering Unmasked Estep 
Score: -20373430.000000 Penalty: 5916.960938
	Iteration 42Q: 3 clusters Score -2.037343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 149375 members 
Entering Unmasked Estep 
Score: -20373424.000000 Penalty: 5916.960938
	Iteration 43Q: 3 clusters Score -2.037342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 149379 members 
Entering Unmasked Estep 
Score: -20373432.000000 Penalty: 5916.960938
	Iteration 44Q: 3 clusters Score -2.037343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 149381 members 
Entering Unmasked Estep 
Score: -20373442.000000 Penalty: 5916.960938
	Iteration 45Q: 3 clusters Score -2.037344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 149383 members 
Entering Unmasked Estep 
Score: -20373438.000000 Penalty: 5916.960938
	Iteration 46Q: 3 clusters Score -2.037344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 149385 members 
Entering Unmasked Estep 
Score: -20373434.000000 Penalty: 5916.960938
	Iteration 47Q: 3 clusters Score -2.037343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 149392 members 
Entering Unmasked Estep 
Score: -20373446.000000 Penalty: 5916.960938
	Iteration 48Q: 3 clusters Score -2.037345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 149396 members 
Entering Unmasked Estep 
Score: -20373438.000000 Penalty: 5916.960938
	Iteration 49Q: 3 clusters Score -2.037344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 149398 members 
Entering Unmasked Estep 
Score: -20373430.000000 Penalty: 5916.960938
	Iteration 50Q: 3 clusters Score -2.037343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 149405 members 
Entering Unmasked Estep 
Score: -20373448.000000 Penalty: 5916.960938
	Iteration 51Q: 3 clusters Score -2.037345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 149413 members 
Entering Unmasked Estep 
Score: -20373446.000000 Penalty: 5916.960938
	Iteration 52Q: 3 clusters Score -2.037345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 149419 members 
Entering Unmasked Estep 
Score: -20373438.000000 Penalty: 5916.960938
	Iteration 53Q: 3 clusters Score -2.037344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 149427 members 
Entering Unmasked Estep 
Score: -20373468.000000 Penalty: 5916.960938
	Iteration 54Q: 3 clusters Score -2.037347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 149431 members 
Entering Unmasked Estep 
Score: -20373468.000000 Penalty: 5916.960938
	Iteration 55Q: 3 clusters Score -2.037347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 149433 members 
Entering Unmasked Estep 
Score: -20373468.000000 Penalty: 5916.960938
	Iteration 56Q: 3 clusters Score -2.037347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 149437 members 
Entering Unmasked Estep 
Score: -20373468.000000 Penalty: 5916.960938
	Iteration 57Q: 3 clusters Score -2.037347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 149441 members 
Entering Unmasked Estep 
Score: -20373456.000000 Penalty: 5916.960938
	Iteration 58Q: 3 clusters Score -2.037346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 149440 members 
Entering Unmasked Estep 
Score: -20373460.000000 Penalty: 5916.960938
	Iteration 59Q: 3 clusters Score -2.037346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 149440 members 
Entering Unmasked Estep 
Score: -20373460.000000 Penalty: 5916.960938
	Iteration 60F: 3 clusters Score -2.037346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (172386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Entering Unmasked Estep 
Score: -23256228.000000 Penalty: 2990.257812
	Iteration 0F: 2 clusters Score -2.325623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -23144750.000000 Penalty: 5980.515625
	Iteration 0F: 3 clusters Score -2.314475e+07 nChanged 82283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -23192916.000000 Penalty: 5980.515625
	Iteration 1F: 3 clusters Score -2.319292e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
Score: -23194778.000000 Penalty: 5980.515625
	Iteration 2Q: 3 clusters Score -2.319478e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -23197774.000000 Penalty: 5980.515625
	Iteration 3Q: 3 clusters Score -2.319777e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -23203170.000000 Penalty: 5980.515625
	Iteration 4F: 3 clusters Score -2.320317e+07 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -23212326.000000 Penalty: 5980.515625
	Iteration 5F: 3 clusters Score -2.321233e+07 nChanged 14098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 124435 members 
Entering Unmasked Estep 
Score: -23223874.000000 Penalty: 5980.515625
	Iteration 6F: 3 clusters Score -2.322387e+07 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 133944 members 
Entering Unmasked Estep 
Score: -23235050.000000 Penalty: 5980.515625
	Iteration 7F: 3 clusters Score -2.323505e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 140178 members 
Entering Unmasked Estep 
Score: -23243266.000000 Penalty: 5980.515625
	Iteration 8F: 3 clusters Score -2.324327e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 143577 members 
Entering Unmasked Estep 
Score: -23247246.000000 Penalty: 5980.515625
	Iteration 9Q: 3 clusters Score -2.324725e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 145666 members 
Entering Unmasked Estep 
Score: -23248630.000000 Penalty: 5980.515625
	Iteration 10Q: 3 clusters Score -2.324863e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 147466 members 
Entering Unmasked Estep 
Score: -23249286.000000 Penalty: 5980.515625
	Iteration 11Q: 3 clusters Score -2.324929e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 149191 members 
Entering Unmasked Estep 
Score: -23249878.000000 Penalty: 5980.515625
	Iteration 12Q: 3 clusters Score -2.324988e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 150798 members 
Entering Unmasked Estep 
Score: -23250318.000000 Penalty: 5980.515625
	Iteration 13Q: 3 clusters Score -2.325032e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 152320 members 
Entering Unmasked Estep 
Score: -23250838.000000 Penalty: 5980.515625
	Iteration 14Q: 3 clusters Score -2.325084e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 153753 members 
Entering Unmasked Estep 
Score: -23251290.000000 Penalty: 5980.515625
	Iteration 15Q: 3 clusters Score -2.325129e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 155124 members 
Entering Unmasked Estep 
Score: -23251848.000000 Penalty: 5980.515625
	Iteration 16Q: 3 clusters Score -2.325185e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 156519 members 
Entering Unmasked Estep 
Score: -23252394.000000 Penalty: 5980.515625
	Iteration 17Q: 3 clusters Score -2.325239e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 157877 members 
Entering Unmasked Estep 
Score: -23252952.000000 Penalty: 5980.515625
	Iteration 18Q: 3 clusters Score -2.325295e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 159242 members 
Entering Unmasked Estep 
Score: -23253238.000000 Penalty: 5980.515625
	Iteration 19Q: 3 clusters Score -2.325324e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -23253614.000000 Penalty: 5980.515625
	Iteration 20F: 3 clusters Score -2.325361e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 162049 members 
Entering Unmasked Estep 
Score: -23253904.000000 Penalty: 5980.515625
	Iteration 21Q: 3 clusters Score -2.32539e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -23254092.000000 Penalty: 5980.515625
	Iteration 22Q: 3 clusters Score -2.325409e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 164498 members 
Entering Unmasked Estep 
Score: -23254316.000000 Penalty: 5980.515625
	Iteration 23Q: 3 clusters Score -2.325432e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 165560 members 
Entering Unmasked Estep 
Score: -23254444.000000 Penalty: 5980.515625
	Iteration 24Q: 3 clusters Score -2.325444e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 166483 members 
Entering Unmasked Estep 
Score: -23254526.000000 Penalty: 5980.515625
	Iteration 25Q: 3 clusters Score -2.325453e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 167272 members 
Entering Unmasked Estep 
Score: -23254468.000000 Penalty: 5980.515625
	Iteration 26Q: 3 clusters Score -2.325447e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 167914 members 
Entering Unmasked Estep 
Score: -23254508.000000 Penalty: 5980.515625
	Iteration 27Q: 3 clusters Score -2.325451e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 168480 members 
Entering Unmasked Estep 
Score: -23254588.000000 Penalty: 5980.515625
	Iteration 28Q: 3 clusters Score -2.325459e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 168946 members 
Entering Unmasked Estep 
Score: -23254646.000000 Penalty: 5980.515625
	Iteration 29Q: 3 clusters Score -2.325465e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 169334 members 
Entering Unmasked Estep 
Score: -23254610.000000 Penalty: 5980.515625
	Iteration 30Q: 3 clusters Score -2.325461e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 169645 members 
Entering Unmasked Estep 
Score: -23254522.000000 Penalty: 5980.515625
	Iteration 31Q: 3 clusters Score -2.325452e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 169873 members 
Entering Unmasked Estep 
Score: -23254526.000000 Penalty: 5980.515625
	Iteration 32Q: 3 clusters Score -2.325453e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 170052 members 
Entering Unmasked Estep 
Score: -23254460.000000 Penalty: 5980.515625
	Iteration 33Q: 3 clusters Score -2.325446e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 170206 members 
Entering Unmasked Estep 
Score: -23254448.000000 Penalty: 5980.515625
	Iteration 34Q: 3 clusters Score -2.325445e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 170339 members 
Entering Unmasked Estep 
Score: -23254414.000000 Penalty: 5980.515625
	Iteration 35Q: 3 clusters Score -2.325441e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 170448 members 
Entering Unmasked Estep 
Score: -23254354.000000 Penalty: 5980.515625
	Iteration 36Q: 3 clusters Score -2.325435e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 170535 members 
Entering Unmasked Estep 
Score: -23254300.000000 Penalty: 5980.515625
	Iteration 37Q: 3 clusters Score -2.32543e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 170618 members 
Entering Unmasked Estep 
Score: -23254242.000000 Penalty: 5980.515625
	Iteration 38Q: 3 clusters Score -2.325424e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 170683 members 
Entering Unmasked Estep 
Score: -23254280.000000 Penalty: 5980.515625
	Iteration 39Q: 3 clusters Score -2.325428e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 170730 members 
Entering Unmasked Estep 
Score: -23254268.000000 Penalty: 5980.515625
	Iteration 40F: 3 clusters Score -2.325427e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 170782 members 
Entering Unmasked Estep 
Score: -23254262.000000 Penalty: 5980.515625
	Iteration 41Q: 3 clusters Score -2.325426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 170830 members 
Entering Unmasked Estep 
Score: -23254266.000000 Penalty: 5980.515625
	Iteration 42Q: 3 clusters Score -2.325427e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 170877 members 
Entering Unmasked Estep 
Score: -23254246.000000 Penalty: 5980.515625
	Iteration 43Q: 3 clusters Score -2.325425e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 170912 members 
Entering Unmasked Estep 
Score: -23254250.000000 Penalty: 5980.515625
	Iteration 44Q: 3 clusters Score -2.325425e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 170946 members 
Entering Unmasked Estep 
Score: -23254256.000000 Penalty: 5980.515625
	Iteration 45Q: 3 clusters Score -2.325426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 170974 members 
Entering Unmasked Estep 
Score: -23254272.000000 Penalty: 5980.515625
	Iteration 46Q: 3 clusters Score -2.325427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 170993 members 
Entering Unmasked Estep 
Score: -23254270.000000 Penalty: 5980.515625
	Iteration 47Q: 3 clusters Score -2.325427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 171008 members 
Entering Unmasked Estep 
Score: -23254278.000000 Penalty: 5980.515625
	Iteration 48Q: 3 clusters Score -2.325428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 171019 members 
Entering Unmasked Estep 
Score: -23254262.000000 Penalty: 5980.515625
	Iteration 49Q: 3 clusters Score -2.325426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 171029 members 
Entering Unmasked Estep 
Score: -23254248.000000 Penalty: 5980.515625
	Iteration 50Q: 3 clusters Score -2.325425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 171038 members 
Entering Unmasked Estep 
Score: -23254240.000000 Penalty: 5980.515625
	Iteration 51Q: 3 clusters Score -2.325424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 171050 members 
Entering Unmasked Estep 
Score: -23254234.000000 Penalty: 5980.515625
	Iteration 52Q: 3 clusters Score -2.325423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 171067 members 
Entering Unmasked Estep 
Score: -23254240.000000 Penalty: 5980.515625
	Iteration 53Q: 3 clusters Score -2.325424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 171076 members 
Entering Unmasked Estep 
Score: -23254236.000000 Penalty: 5980.515625
	Iteration 54Q: 3 clusters Score -2.325424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 171084 members 
Entering Unmasked Estep 
Score: -23254234.000000 Penalty: 5980.515625
	Iteration 55Q: 3 clusters Score -2.325423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 171091 members 
Entering Unmasked Estep 
Score: -23254232.000000 Penalty: 5980.515625
	Iteration 56Q: 3 clusters Score -2.325423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 171098 members 
Entering Unmasked Estep 
Score: -23254222.000000 Penalty: 5980.515625
	Iteration 57Q: 3 clusters Score -2.325422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 171101 members 
Entering Unmasked Estep 
Score: -23254224.000000 Penalty: 5980.515625
	Iteration 58Q: 3 clusters Score -2.325422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 171107 members 
Entering Unmasked Estep 
Score: -23254232.000000 Penalty: 5980.515625
	Iteration 59Q: 3 clusters Score -2.325423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 171112 members 
Entering Unmasked Estep 
Score: -23254222.000000 Penalty: 5980.515625
	Iteration 60F: 3 clusters Score -2.325422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 171120 members 
Entering Unmasked Estep 
Score: -23254208.000000 Penalty: 5980.515625
	Iteration 61Q: 3 clusters Score -2.325421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 171126 members 
Entering Unmasked Estep 
Score: -23254198.000000 Penalty: 5980.515625
	Iteration 62Q: 3 clusters Score -2.32542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -23254194.000000 Penalty: 5980.515625
	Iteration 63Q: 3 clusters Score -2.325419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 171137 members 
Entering Unmasked Estep 
Score: -23254190.000000 Penalty: 5980.515625
	Iteration 64Q: 3 clusters Score -2.325419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 171149 members 
Entering Unmasked Estep 
Score: -23254180.000000 Penalty: 5980.515625
	Iteration 65Q: 3 clusters Score -2.325418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 171158 members 
Entering Unmasked Estep 
Score: -23254180.000000 Penalty: 5980.515625
	Iteration 66Q: 3 clusters Score -2.325418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 171167 members 
Entering Unmasked Estep 
Score: -23254168.000000 Penalty: 5980.515625
	Iteration 67Q: 3 clusters Score -2.325417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 171182 members 
Entering Unmasked Estep 
Score: -23254140.000000 Penalty: 5980.515625
	Iteration 68Q: 3 clusters Score -2.325414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 171197 members 
Entering Unmasked Estep 
Score: -23254168.000000 Penalty: 5980.515625
	Iteration 69Q: 3 clusters Score -2.325417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 171211 members 
Entering Unmasked Estep 
Score: -23254142.000000 Penalty: 5980.515625
	Iteration 70Q: 3 clusters Score -2.325414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 171222 members 
Entering Unmasked Estep 
Score: -23254146.000000 Penalty: 5980.515625
	Iteration 71Q: 3 clusters Score -2.325415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -23254186.000000 Penalty: 5980.515625
	Iteration 72Q: 3 clusters Score -2.325419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 171250 members 
Entering Unmasked Estep 
Score: -23254204.000000 Penalty: 5980.515625
	Iteration 73Q: 3 clusters Score -2.32542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -23254188.000000 Penalty: 5980.515625
	Iteration 74Q: 3 clusters Score -2.325419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 171273 members 
Entering Unmasked Estep 
Score: -23254180.000000 Penalty: 5980.515625
	Iteration 75Q: 3 clusters Score -2.325418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 171280 members 
Entering Unmasked Estep 
Score: -23254174.000000 Penalty: 5980.515625
	Iteration 76Q: 3 clusters Score -2.325417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 171285 members 
Entering Unmasked Estep 
Score: -23254172.000000 Penalty: 5980.515625
	Iteration 77Q: 3 clusters Score -2.325417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 171286 members 
Entering Unmasked Estep 
Score: -23254172.000000 Penalty: 5980.515625
	Iteration 78Q: 3 clusters Score -2.325417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 171288 members 
Entering Unmasked Estep 
Score: -23254168.000000 Penalty: 5980.515625
	Iteration 79Q: 3 clusters Score -2.325417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -23254154.000000 Penalty: 5980.515625
	Iteration 80F: 3 clusters Score -2.325415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -23254150.000000 Penalty: 5980.515625
	Iteration 81Q: 3 clusters Score -2.325415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -23254150.000000 Penalty: 5980.515625
	Iteration 82F: 3 clusters Score -2.325415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Entering Unmasked Estep 
Score: -764661.000000 Penalty: 2142.880859
	Iteration 0F: 2 clusters Score -764661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -759804.250000 Penalty: 4285.761719
	Iteration 0F: 3 clusters Score -759804.2 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -761028.687500 Penalty: 4285.761719
	Iteration 1F: 3 clusters Score -761028.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -761288.562500 Penalty: 4285.761719
	Iteration 2F: 3 clusters Score -761288.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -761469.000000 Penalty: 4285.761719
	Iteration 3F: 3 clusters Score -761469 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -761637.812500 Penalty: 4285.761719
	Iteration 4Q: 3 clusters Score -761637.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -761805.750000 Penalty: 4285.761719
	Iteration 5Q: 3 clusters Score -761805.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -761930.312500 Penalty: 4285.761719
	Iteration 6Q: 3 clusters Score -761930.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -762039.062500 Penalty: 4285.761719
	Iteration 7Q: 3 clusters Score -762039.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -762176.812500 Penalty: 4285.761719
	Iteration 8Q: 3 clusters Score -762176.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -762319.750000 Penalty: 4285.761719
	Iteration 9Q: 3 clusters Score -762319.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -762442.437500 Penalty: 4285.761719
	Iteration 10Q: 3 clusters Score -762442.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -762539.625000 Penalty: 4285.761719
	Iteration 11Q: 3 clusters Score -762539.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -762622.875000 Penalty: 4285.761719
	Iteration 12Q: 3 clusters Score -762622.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -762684.687500 Penalty: 4285.761719
	Iteration 13Q: 3 clusters Score -762684.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -762727.375000 Penalty: 4285.761719
	Iteration 14Q: 3 clusters Score -762727.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -762760.500000 Penalty: 4285.761719
	Iteration 15Q: 3 clusters Score -762760.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -762783.125000 Penalty: 4285.761719
	Iteration 16Q: 3 clusters Score -762783.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -762804.250000 Penalty: 4285.761719
	Iteration 17Q: 3 clusters Score -762804.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -762821.687500 Penalty: 4285.761719
	Iteration 18Q: 3 clusters Score -762821.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -762839.125000 Penalty: 4285.761719
	Iteration 19Q: 3 clusters Score -762839.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -762853.062500 Penalty: 4285.761719
	Iteration 20F: 3 clusters Score -762853.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -762858.687500 Penalty: 4285.761719
	Iteration 21Q: 3 clusters Score -762858.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -762863.937500 Penalty: 4285.761719
	Iteration 22Q: 3 clusters Score -762863.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -762865.562500 Penalty: 4285.761719
	Iteration 23Q: 3 clusters Score -762865.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -762871.875000 Penalty: 4285.761719
	Iteration 24Q: 3 clusters Score -762871.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -762877.812500 Penalty: 4285.761719
	Iteration 25Q: 3 clusters Score -762877.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -762880.750000 Penalty: 4285.761719
	Iteration 26Q: 3 clusters Score -762880.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -762882.375000 Penalty: 4285.761719
	Iteration 27Q: 3 clusters Score -762882.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -762884.562500 Penalty: 4285.761719
	Iteration 28Q: 3 clusters Score -762884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -762887.375000 Penalty: 4285.761719
	Iteration 29Q: 3 clusters Score -762887.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -762888.625000 Penalty: 4285.761719
	Iteration 30Q: 3 clusters Score -762888.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -762890.375000 Penalty: 4285.761719
	Iteration 31Q: 3 clusters Score -762890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -762891.812500 Penalty: 4285.761719
	Iteration 32Q: 3 clusters Score -762891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -762892.250000 Penalty: 4285.761719
	Iteration 33Q: 3 clusters Score -762892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -762893.625000 Penalty: 4285.761719
	Iteration 34Q: 3 clusters Score -762893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -762894.125000 Penalty: 4285.761719
	Iteration 35Q: 3 clusters Score -762894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -762895.000000 Penalty: 4285.761719
	Iteration 36Q: 3 clusters Score -762895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -762892.875000 Penalty: 4285.761719
	Iteration 37Q: 3 clusters Score -762892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -762896.062500 Penalty: 4285.761719
	Iteration 38Q: 3 clusters Score -762896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -762896.187500 Penalty: 4285.761719
	Iteration 39Q: 3 clusters Score -762896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -762896.312500 Penalty: 4285.761719
	Iteration 40F: 3 clusters Score -762896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -762897.125000 Penalty: 4285.761719
	Iteration 41Q: 3 clusters Score -762897.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -762898.375000 Penalty: 4285.761719
	Iteration 42Q: 3 clusters Score -762898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -762900.375000 Penalty: 4285.761719
	Iteration 43Q: 3 clusters Score -762900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -762900.375000 Penalty: 4285.761719
	Iteration 44F: 3 clusters Score -762900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (174767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174767 members 
Entering Unmasked Estep 
Score: -23447222.000000 Penalty: 2993.659912
	Iteration 0F: 2 clusters Score -2.344722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -23332874.000000 Penalty: 5987.319824
	Iteration 0F: 3 clusters Score -2.333287e+07 nChanged 83721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -23382066.000000 Penalty: 5987.319824
	Iteration 1F: 3 clusters Score -2.338207e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -23383956.000000 Penalty: 5987.319824
	Iteration 2Q: 3 clusters Score -2.338396e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -23386532.000000 Penalty: 5987.319824
	Iteration 3Q: 3 clusters Score -2.338653e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72869 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -23390500.000000 Penalty: 5987.319824
	Iteration 4Q: 3 clusters Score -2.33905e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -23396098.000000 Penalty: 5987.319824
	Iteration 5F: 3 clusters Score -2.33961e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -23403420.000000 Penalty: 5987.319824
	Iteration 6F: 3 clusters Score -2.340342e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 123281 members 
Entering Unmasked Estep 
Score: -23410970.000000 Penalty: 5987.319824
	Iteration 7F: 3 clusters Score -2.341097e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 130703 members 
Entering Unmasked Estep 
Score: -23418506.000000 Penalty: 5987.319824
	Iteration 8F: 3 clusters Score -2.341851e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 137119 members 
Entering Unmasked Estep 
Score: -23424708.000000 Penalty: 5987.319824
	Iteration 9F: 3 clusters Score -2.342471e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 142272 members 
Entering Unmasked Estep 
Score: -23429278.000000 Penalty: 5987.319824
	Iteration 10Q: 3 clusters Score -2.342928e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 146519 members 
Entering Unmasked Estep 
Score: -23432448.000000 Penalty: 5987.319824
	Iteration 11Q: 3 clusters Score -2.343245e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 150201 members 
Entering Unmasked Estep 
Score: -23434772.000000 Penalty: 5987.319824
	Iteration 12Q: 3 clusters Score -2.343477e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 153394 members 
Entering Unmasked Estep 
Score: -23436498.000000 Penalty: 5987.319824
	Iteration 13Q: 3 clusters Score -2.34365e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 156268 members 
Entering Unmasked Estep 
Score: -23437762.000000 Penalty: 5987.319824
	Iteration 14Q: 3 clusters Score -2.343776e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 158865 members 
Entering Unmasked Estep 
Score: -23439030.000000 Penalty: 5987.319824
	Iteration 15Q: 3 clusters Score -2.343903e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 161219 members 
Entering Unmasked Estep 
Score: -23440094.000000 Penalty: 5987.319824
	Iteration 16Q: 3 clusters Score -2.344009e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 163191 members 
Entering Unmasked Estep 
Score: -23440788.000000 Penalty: 5987.319824
	Iteration 17Q: 3 clusters Score -2.344079e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 164862 members 
Entering Unmasked Estep 
Score: -23441432.000000 Penalty: 5987.319824
	Iteration 18Q: 3 clusters Score -2.344143e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 166289 members 
Entering Unmasked Estep 
Score: -23442020.000000 Penalty: 5987.319824
	Iteration 19Q: 3 clusters Score -2.344202e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 167483 members 
Entering Unmasked Estep 
Score: -23442544.000000 Penalty: 5987.319824
	Iteration 20F: 3 clusters Score -2.344254e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 168498 members 
Entering Unmasked Estep 
Score: -23442944.000000 Penalty: 5987.319824
	Iteration 21Q: 3 clusters Score -2.344294e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 169289 members 
Entering Unmasked Estep 
Score: -23443230.000000 Penalty: 5987.319824
	Iteration 22Q: 3 clusters Score -2.344323e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -23443418.000000 Penalty: 5987.319824
	Iteration 23Q: 3 clusters Score -2.344342e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 170506 members 
Entering Unmasked Estep 
Score: -23443622.000000 Penalty: 5987.319824
	Iteration 24Q: 3 clusters Score -2.344362e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 170975 members 
Entering Unmasked Estep 
Score: -23443708.000000 Penalty: 5987.319824
	Iteration 25Q: 3 clusters Score -2.344371e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 171354 members 
Entering Unmasked Estep 
Score: -23443804.000000 Penalty: 5987.319824
	Iteration 26Q: 3 clusters Score -2.34438e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 171645 members 
Entering Unmasked Estep 
Score: -23444010.000000 Penalty: 5987.319824
	Iteration 27Q: 3 clusters Score -2.344401e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 171891 members 
Entering Unmasked Estep 
Score: -23444088.000000 Penalty: 5987.319824
	Iteration 28Q: 3 clusters Score -2.344409e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 172109 members 
Entering Unmasked Estep 
Score: -23444144.000000 Penalty: 5987.319824
	Iteration 29Q: 3 clusters Score -2.344414e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 172276 members 
Entering Unmasked Estep 
Score: -23444222.000000 Penalty: 5987.319824
	Iteration 30Q: 3 clusters Score -2.344422e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 172430 members 
Entering Unmasked Estep 
Score: -23444280.000000 Penalty: 5987.319824
	Iteration 31Q: 3 clusters Score -2.344428e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 172575 members 
Entering Unmasked Estep 
Score: -23444332.000000 Penalty: 5987.319824
	Iteration 32Q: 3 clusters Score -2.344433e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 172697 members 
Entering Unmasked Estep 
Score: -23444360.000000 Penalty: 5987.319824
	Iteration 33Q: 3 clusters Score -2.344436e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 172782 members 
Entering Unmasked Estep 
Score: -23444390.000000 Penalty: 5987.319824
	Iteration 34Q: 3 clusters Score -2.344439e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 172855 members 
Entering Unmasked Estep 
Score: -23444468.000000 Penalty: 5987.319824
	Iteration 35Q: 3 clusters Score -2.344447e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 172920 members 
Entering Unmasked Estep 
Score: -23444470.000000 Penalty: 5987.319824
	Iteration 36Q: 3 clusters Score -2.344447e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 172981 members 
Entering Unmasked Estep 
Score: -23444500.000000 Penalty: 5987.319824
	Iteration 37Q: 3 clusters Score -2.34445e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 173035 members 
Entering Unmasked Estep 
Score: -23444516.000000 Penalty: 5987.319824
	Iteration 38Q: 3 clusters Score -2.344452e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 173079 members 
Entering Unmasked Estep 
Score: -23444536.000000 Penalty: 5987.319824
	Iteration 39Q: 3 clusters Score -2.344454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 173106 members 
Entering Unmasked Estep 
Score: -23444544.000000 Penalty: 5987.319824
	Iteration 40F: 3 clusters Score -2.344454e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 173143 members 
Entering Unmasked Estep 
Score: -23444574.000000 Penalty: 5987.319824
	Iteration 41Q: 3 clusters Score -2.344457e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 173177 members 
Entering Unmasked Estep 
Score: -23444598.000000 Penalty: 5987.319824
	Iteration 42Q: 3 clusters Score -2.34446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 173207 members 
Entering Unmasked Estep 
Score: -23444582.000000 Penalty: 5987.319824
	Iteration 43Q: 3 clusters Score -2.344458e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 173244 members 
Entering Unmasked Estep 
Score: -23444588.000000 Penalty: 5987.319824
	Iteration 44Q: 3 clusters Score -2.344459e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 173281 members 
Entering Unmasked Estep 
Score: -23444610.000000 Penalty: 5987.319824
	Iteration 45Q: 3 clusters Score -2.344461e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 173318 members 
Entering Unmasked Estep 
Score: -23444650.000000 Penalty: 5987.319824
	Iteration 46Q: 3 clusters Score -2.344465e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 173339 members 
Entering Unmasked Estep 
Score: -23444658.000000 Penalty: 5987.319824
	Iteration 47Q: 3 clusters Score -2.344466e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 173365 members 
Entering Unmasked Estep 
Score: -23444684.000000 Penalty: 5987.319824
	Iteration 48Q: 3 clusters Score -2.344468e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 173387 members 
Entering Unmasked Estep 
Score: -23444698.000000 Penalty: 5987.319824
	Iteration 49Q: 3 clusters Score -2.34447e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 173411 members 
Entering Unmasked Estep 
Score: -23444714.000000 Penalty: 5987.319824
	Iteration 50Q: 3 clusters Score -2.344471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 173429 members 
Entering Unmasked Estep 
Score: -23444722.000000 Penalty: 5987.319824
	Iteration 51Q: 3 clusters Score -2.344472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 173442 members 
Entering Unmasked Estep 
Score: -23444736.000000 Penalty: 5987.319824
	Iteration 52Q: 3 clusters Score -2.344474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 173450 members 
Entering Unmasked Estep 
Score: -23444744.000000 Penalty: 5987.319824
	Iteration 53Q: 3 clusters Score -2.344474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 173457 members 
Entering Unmasked Estep 
Score: -23444744.000000 Penalty: 5987.319824
	Iteration 54Q: 3 clusters Score -2.344474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 173469 members 
Entering Unmasked Estep 
Score: -23444750.000000 Penalty: 5987.319824
	Iteration 55Q: 3 clusters Score -2.344475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -23444764.000000 Penalty: 5987.319824
	Iteration 56Q: 3 clusters Score -2.344476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 173480 members 
Entering Unmasked Estep 
Score: -23444770.000000 Penalty: 5987.319824
	Iteration 57Q: 3 clusters Score -2.344477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 173493 members 
Entering Unmasked Estep 
Score: -23444758.000000 Penalty: 5987.319824
	Iteration 58Q: 3 clusters Score -2.344476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 173503 members 
Entering Unmasked Estep 
Score: -23444764.000000 Penalty: 5987.319824
	Iteration 59Q: 3 clusters Score -2.344476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 173503 members 
Entering Unmasked Estep 
Score: -23444770.000000 Penalty: 5987.319824
	Iteration 60F: 3 clusters Score -2.344477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 173503 members 
Entering Unmasked Estep 
Score: -23444768.000000 Penalty: 5987.319824
	Iteration 61Q: 3 clusters Score -2.344477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 173506 members 
Entering Unmasked Estep 
Score: -23444780.000000 Penalty: 5987.319824
	Iteration 62Q: 3 clusters Score -2.344478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 173507 members 
Entering Unmasked Estep 
Score: -23444774.000000 Penalty: 5987.319824
	Iteration 63Q: 3 clusters Score -2.344477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 173508 members 
Entering Unmasked Estep 
Score: -23444774.000000 Penalty: 5987.319824
	Iteration 64Q: 3 clusters Score -2.344477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 173511 members 
Entering Unmasked Estep 
Score: -23444772.000000 Penalty: 5987.319824
	Iteration 65Q: 3 clusters Score -2.344477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 173515 members 
Entering Unmasked Estep 
Score: -23444776.000000 Penalty: 5987.319824
	Iteration 66Q: 3 clusters Score -2.344478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 173522 members 
Entering Unmasked Estep 
Score: -23444784.000000 Penalty: 5987.319824
	Iteration 67Q: 3 clusters Score -2.344478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -23444782.000000 Penalty: 5987.319824
	Iteration 68Q: 3 clusters Score -2.344478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -23444782.000000 Penalty: 5987.319824
	Iteration 69F: 3 clusters Score -2.344478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Entering Unmasked Estep 
Score: -183648.609375 Penalty: 1809.846436
	Iteration 0F: 2 clusters Score -183648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -181373.343750 Penalty: 3619.692871
	Iteration 0F: 3 clusters Score -181373.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -181806.796875 Penalty: 3619.692871
	Iteration 1F: 3 clusters Score -181806.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -181936.031250 Penalty: 3619.692871
	Iteration 2F: 3 clusters Score -181936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -182021.687500 Penalty: 3619.692871
	Iteration 3Q: 3 clusters Score -182021.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -182142.265625 Penalty: 3619.692871
	Iteration 4Q: 3 clusters Score -182142.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -182239.500000 Penalty: 3619.692871
	Iteration 5Q: 3 clusters Score -182239.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182305.046875 Penalty: 3619.692871
	Iteration 6Q: 3 clusters Score -182305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -182353.187500 Penalty: 3619.692871
	Iteration 7Q: 3 clusters Score -182353.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -182411.140625 Penalty: 3619.692871
	Iteration 8Q: 3 clusters Score -182411.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -182471.718750 Penalty: 3619.692871
	Iteration 9Q: 3 clusters Score -182471.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -182543.906250 Penalty: 3619.692871
	Iteration 10Q: 3 clusters Score -182543.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -182620.562500 Penalty: 3619.692871
	Iteration 11Q: 3 clusters Score -182620.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -182697.078125 Penalty: 3619.692871
	Iteration 12Q: 3 clusters Score -182697.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -182745.250000 Penalty: 3619.692871
	Iteration 13Q: 3 clusters Score -182745.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -182770.937500 Penalty: 3619.692871
	Iteration 14Q: 3 clusters Score -182770.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -182801.515625 Penalty: 3619.692871
	Iteration 15Q: 3 clusters Score -182801.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -182824.843750 Penalty: 3619.692871
	Iteration 16Q: 3 clusters Score -182824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -182844.093750 Penalty: 3619.692871
	Iteration 17Q: 3 clusters Score -182844.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -182859.906250 Penalty: 3619.692871
	Iteration 18Q: 3 clusters Score -182859.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -182882.296875 Penalty: 3619.692871
	Iteration 19Q: 3 clusters Score -182882.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -182923.062500 Penalty: 3619.692871
	Iteration 20F: 3 clusters Score -182923.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -182957.031250 Penalty: 3619.692871
	Iteration 21Q: 3 clusters Score -182957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -183003.875000 Penalty: 3619.692871
	Iteration 22Q: 3 clusters Score -183003.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -183048.546875 Penalty: 3619.692871
	Iteration 23Q: 3 clusters Score -183048.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -183096.453125 Penalty: 3619.692871
	Iteration 24Q: 3 clusters Score -183096.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -183172.828125 Penalty: 3619.692871
	Iteration 25Q: 3 clusters Score -183172.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -183329.171875 Penalty: 3619.692871
	Iteration 26Q: 3 clusters Score -183329.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -183463.859375 Penalty: 3619.692871
	Iteration 27Q: 3 clusters Score -183463.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -183554.359375 Penalty: 3619.692871
	Iteration 28Q: 3 clusters Score -183554.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -183614.531250 Penalty: 3619.692871
	Iteration 29Q: 3 clusters Score -183614.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -183646.187500 Penalty: 3619.692871
	Iteration 30Q: 3 clusters Score -183646.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -183675.343750 Penalty: 3619.692871
	Iteration 31Q: 3 clusters Score -183675.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -183690.515625 Penalty: 3619.692871
	Iteration 32Q: 3 clusters Score -183690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -183697.687500 Penalty: 3619.692871
	Iteration 33Q: 3 clusters Score -183697.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -183698.593750 Penalty: 3619.692871
	Iteration 34Q: 3 clusters Score -183698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -183698.593750 Penalty: 3619.692871
	Iteration 35F: 3 clusters Score -183698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 49220 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 36847 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46354 members 
Mstep: Class 7 contains 18967 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 615 members 
Mstep: Class 11 contains 151654 members 
Mstep: Class 12 contains 172386 members 
Mstep: Class 13 contains 5657 members 
Mstep: Class 14 contains 174767 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 203379 members 
Mstep: Class 17 contains 190138 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 65 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 31680 members 
Entering Unmasked Estep 
Score: -144334464.000000 Penalty: 72426.367188
Splitting cluster 15 changes total score from -144335616.000000 to -144334464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (203379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203379 members 
Entering Unmasked Estep 
Score: -27193510.000000 Penalty: 3031.260986
	Iteration 0F: 2 clusters Score -2.719351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101650 members 
Mstep: Class 2 contains 101729 members 
Entering Unmasked Estep 
Score: -27062450.000000 Penalty: 6062.521973
	Iteration 0F: 3 clusters Score -2.706245e+07 nChanged 97896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -27121600.000000 Penalty: 6062.521973
	Iteration 1F: 3 clusters Score -2.71216e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102091 members 
Mstep: Class 2 contains 101288 members 
Entering Unmasked Estep 
Score: -27123800.000000 Penalty: 6062.521973
	Iteration 2Q: 3 clusters Score -2.71238e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -27126602.000000 Penalty: 6062.521973
	Iteration 3Q: 3 clusters Score -2.71266e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105419 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -27130804.000000 Penalty: 6062.521973
	Iteration 4Q: 3 clusters Score -2.71308e+07 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109031 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
Score: -27136962.000000 Penalty: 6062.521973
	Iteration 5F: 3 clusters Score -2.713696e+07 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114253 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -27145590.000000 Penalty: 6062.521973
	Iteration 6F: 3 clusters Score -2.714559e+07 nChanged 14003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120532 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -27155998.000000 Penalty: 6062.521973
	Iteration 7F: 3 clusters Score -2.7156e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126703 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -27166302.000000 Penalty: 6062.521973
	Iteration 8F: 3 clusters Score -2.71663e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131664 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -27172374.000000 Penalty: 6062.521973
	Iteration 9F: 3 clusters Score -2.717237e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135958 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -27175208.000000 Penalty: 6062.521973
	Iteration 10Q: 3 clusters Score -2.717521e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139921 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -27176848.000000 Penalty: 6062.521973
	Iteration 11Q: 3 clusters Score -2.717685e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143869 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -27178194.000000 Penalty: 6062.521973
	Iteration 12Q: 3 clusters Score -2.717819e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147850 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -27179598.000000 Penalty: 6062.521973
	Iteration 13Q: 3 clusters Score -2.71796e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151849 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -27180944.000000 Penalty: 6062.521973
	Iteration 14Q: 3 clusters Score -2.718094e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155675 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -27182170.000000 Penalty: 6062.521973
	Iteration 15Q: 3 clusters Score -2.718217e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159290 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -27183270.000000 Penalty: 6062.521973
	Iteration 16Q: 3 clusters Score -2.718327e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162715 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -27184198.000000 Penalty: 6062.521973
	Iteration 17Q: 3 clusters Score -2.71842e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165941 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -27185234.000000 Penalty: 6062.521973
	Iteration 18Q: 3 clusters Score -2.718523e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168811 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -27185932.000000 Penalty: 6062.521973
	Iteration 19Q: 3 clusters Score -2.718593e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171368 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -27186436.000000 Penalty: 6062.521973
	Iteration 20F: 3 clusters Score -2.718644e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173725 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -27186938.000000 Penalty: 6062.521973
	Iteration 21Q: 3 clusters Score -2.718694e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175868 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -27187538.000000 Penalty: 6062.521973
	Iteration 22Q: 3 clusters Score -2.718754e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177851 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -27188114.000000 Penalty: 6062.521973
	Iteration 23Q: 3 clusters Score -2.718811e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179607 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -27188400.000000 Penalty: 6062.521973
	Iteration 24Q: 3 clusters Score -2.71884e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181214 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -27188776.000000 Penalty: 6062.521973
	Iteration 25Q: 3 clusters Score -2.718878e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182689 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -27189206.000000 Penalty: 6062.521973
	Iteration 26Q: 3 clusters Score -2.718921e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184034 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -27189526.000000 Penalty: 6062.521973
	Iteration 27Q: 3 clusters Score -2.718953e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185264 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -27189886.000000 Penalty: 6062.521973
	Iteration 28Q: 3 clusters Score -2.718989e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186393 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -27190100.000000 Penalty: 6062.521973
	Iteration 29Q: 3 clusters Score -2.71901e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187454 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -27190392.000000 Penalty: 6062.521973
	Iteration 30Q: 3 clusters Score -2.719039e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188431 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -27190648.000000 Penalty: 6062.521973
	Iteration 31Q: 3 clusters Score -2.719065e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189333 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -27190794.000000 Penalty: 6062.521973
	Iteration 32Q: 3 clusters Score -2.719079e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190145 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -27190876.000000 Penalty: 6062.521973
	Iteration 33Q: 3 clusters Score -2.719088e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190865 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -27190986.000000 Penalty: 6062.521973
	Iteration 34Q: 3 clusters Score -2.719099e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191500 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -27191192.000000 Penalty: 6062.521973
	Iteration 35Q: 3 clusters Score -2.719119e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192040 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -27191250.000000 Penalty: 6062.521973
	Iteration 36Q: 3 clusters Score -2.719125e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192509 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -27191242.000000 Penalty: 6062.521973
	Iteration 37Q: 3 clusters Score -2.719124e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192967 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -27191340.000000 Penalty: 6062.521973
	Iteration 38Q: 3 clusters Score -2.719134e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193384 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -27191368.000000 Penalty: 6062.521973
	Iteration 39Q: 3 clusters Score -2.719137e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193737 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -27191420.000000 Penalty: 6062.521973
	Iteration 40F: 3 clusters Score -2.719142e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194073 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -27191512.000000 Penalty: 6062.521973
	Iteration 41Q: 3 clusters Score -2.719151e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194375 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -27191494.000000 Penalty: 6062.521973
	Iteration 42Q: 3 clusters Score -2.719149e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194687 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -27191542.000000 Penalty: 6062.521973
	Iteration 43Q: 3 clusters Score -2.719154e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194987 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -27191536.000000 Penalty: 6062.521973
	Iteration 44Q: 3 clusters Score -2.719154e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195275 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -27191552.000000 Penalty: 6062.521973
	Iteration 45Q: 3 clusters Score -2.719155e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195534 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -27191546.000000 Penalty: 6062.521973
	Iteration 46Q: 3 clusters Score -2.719155e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195798 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -27191608.000000 Penalty: 6062.521973
	Iteration 47Q: 3 clusters Score -2.719161e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196047 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -27191652.000000 Penalty: 6062.521973
	Iteration 48Q: 3 clusters Score -2.719165e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196273 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -27191662.000000 Penalty: 6062.521973
	Iteration 49Q: 3 clusters Score -2.719166e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196488 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -27191640.000000 Penalty: 6062.521973
	Iteration 50Q: 3 clusters Score -2.719164e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196676 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -27191636.000000 Penalty: 6062.521973
	Iteration 51Q: 3 clusters Score -2.719164e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196857 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -27191686.000000 Penalty: 6062.521973
	Iteration 52Q: 3 clusters Score -2.719169e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197039 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -27191706.000000 Penalty: 6062.521973
	Iteration 53Q: 3 clusters Score -2.719171e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197192 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -27191704.000000 Penalty: 6062.521973
	Iteration 54Q: 3 clusters Score -2.71917e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197324 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -27191662.000000 Penalty: 6062.521973
	Iteration 55Q: 3 clusters Score -2.719166e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197439 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -27191666.000000 Penalty: 6062.521973
	Iteration 56Q: 3 clusters Score -2.719167e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197556 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -27191656.000000 Penalty: 6062.521973
	Iteration 57Q: 3 clusters Score -2.719166e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197650 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -27191678.000000 Penalty: 6062.521973
	Iteration 58Q: 3 clusters Score -2.719168e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197748 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -27191714.000000 Penalty: 6062.521973
	Iteration 59Q: 3 clusters Score -2.719171e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197843 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -27191686.000000 Penalty: 6062.521973
	Iteration 60F: 3 clusters Score -2.719169e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197928 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -27191724.000000 Penalty: 6062.521973
	Iteration 61Q: 3 clusters Score -2.719172e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197986 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -27191696.000000 Penalty: 6062.521973
	Iteration 62Q: 3 clusters Score -2.71917e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198046 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -27191694.000000 Penalty: 6062.521973
	Iteration 63Q: 3 clusters Score -2.719169e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198095 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -27191692.000000 Penalty: 6062.521973
	Iteration 64Q: 3 clusters Score -2.719169e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198140 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -27191676.000000 Penalty: 6062.521973
	Iteration 65Q: 3 clusters Score -2.719168e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198178 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -27191674.000000 Penalty: 6062.521973
	Iteration 66Q: 3 clusters Score -2.719167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198210 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -27191672.000000 Penalty: 6062.521973
	Iteration 67Q: 3 clusters Score -2.719167e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198248 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -27191648.000000 Penalty: 6062.521973
	Iteration 68Q: 3 clusters Score -2.719165e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198286 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -27191660.000000 Penalty: 6062.521973
	Iteration 69Q: 3 clusters Score -2.719166e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198331 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -27191648.000000 Penalty: 6062.521973
	Iteration 70Q: 3 clusters Score -2.719165e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198372 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -27191656.000000 Penalty: 6062.521973
	Iteration 71Q: 3 clusters Score -2.719166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198396 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -27191668.000000 Penalty: 6062.521973
	Iteration 72Q: 3 clusters Score -2.719167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198417 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -27191656.000000 Penalty: 6062.521973
	Iteration 73Q: 3 clusters Score -2.719166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198438 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -27191664.000000 Penalty: 6062.521973
	Iteration 74Q: 3 clusters Score -2.719166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198458 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -27191670.000000 Penalty: 6062.521973
	Iteration 75Q: 3 clusters Score -2.719167e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198480 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -27191688.000000 Penalty: 6062.521973
	Iteration 76Q: 3 clusters Score -2.719169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198492 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -27191684.000000 Penalty: 6062.521973
	Iteration 77Q: 3 clusters Score -2.719168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198498 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -27191694.000000 Penalty: 6062.521973
	Iteration 78Q: 3 clusters Score -2.719169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198498 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -27191698.000000 Penalty: 6062.521973
	Iteration 79Q: 3 clusters Score -2.71917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198505 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -27191692.000000 Penalty: 6062.521973
	Iteration 80F: 3 clusters Score -2.719169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198509 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -27191696.000000 Penalty: 6062.521973
	Iteration 81Q: 3 clusters Score -2.71917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198513 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -27191694.000000 Penalty: 6062.521973
	Iteration 82Q: 3 clusters Score -2.719169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198516 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -27191692.000000 Penalty: 6062.521973
	Iteration 83Q: 3 clusters Score -2.719169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198516 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -27191692.000000 Penalty: 6062.521973
	Iteration 84F: 3 clusters Score -2.719169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (190138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190138 members 
Entering Unmasked Estep 
Score: -25453462.000000 Penalty: 3014.565186
	Iteration 0F: 2 clusters Score -2.545346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 95309 members 
Entering Unmasked Estep 
Score: -25332116.000000 Penalty: 6029.130371
	Iteration 0F: 3 clusters Score -2.533212e+07 nChanged 91513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -25386202.000000 Penalty: 6029.130371
	Iteration 1F: 3 clusters Score -2.53862e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -25387162.000000 Penalty: 6029.130371
	Iteration 2Q: 3 clusters Score -2.538716e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 104853 members 
Entering Unmasked Estep 
Score: -25388578.000000 Penalty: 6029.130371
	Iteration 3Q: 3 clusters Score -2.538858e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -25391162.000000 Penalty: 6029.130371
	Iteration 4Q: 3 clusters Score -2.539116e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 118742 members 
Entering Unmasked Estep 
Score: -25395768.000000 Penalty: 6029.130371
	Iteration 5Q: 3 clusters Score -2.539577e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 130389 members 
Entering Unmasked Estep 
Score: -25403564.000000 Penalty: 6029.130371
	Iteration 6F: 3 clusters Score -2.540356e+07 nChanged 14949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 145086 members 
Entering Unmasked Estep 
Score: -25415448.000000 Penalty: 6029.130371
	Iteration 7F: 3 clusters Score -2.541545e+07 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 160466 members 
Entering Unmasked Estep 
Score: -25428942.000000 Penalty: 6029.130371
	Iteration 8F: 3 clusters Score -2.542894e+07 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 173307 members 
Entering Unmasked Estep 
Score: -25439244.000000 Penalty: 6029.130371
	Iteration 9F: 3 clusters Score -2.543924e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 181835 members 
Entering Unmasked Estep 
Score: -25445720.000000 Penalty: 6029.130371
	Iteration 10Q: 3 clusters Score -2.544572e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 186439 members 
Entering Unmasked Estep 
Score: -25448656.000000 Penalty: 6029.130371
	Iteration 11Q: 3 clusters Score -2.544866e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 188476 members 
Entering Unmasked Estep 
Score: -25449916.000000 Penalty: 6029.130371
	Iteration 12Q: 3 clusters Score -2.544992e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 189304 members 
Entering Unmasked Estep 
Score: -25450432.000000 Penalty: 6029.130371
	Iteration 13Q: 3 clusters Score -2.545043e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 189602 members 
Entering Unmasked Estep 
Score: -25450688.000000 Penalty: 6029.130371
	Iteration 14Q: 3 clusters Score -2.545069e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 189721 members 
Entering Unmasked Estep 
Score: -25450780.000000 Penalty: 6029.130371
	Iteration 15Q: 3 clusters Score -2.545078e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 189764 members 
Entering Unmasked Estep 
Score: -25450832.000000 Penalty: 6029.130371
	Iteration 16Q: 3 clusters Score -2.545083e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 189796 members 
Entering Unmasked Estep 
Score: -25450870.000000 Penalty: 6029.130371
	Iteration 17Q: 3 clusters Score -2.545087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 189815 members 
Entering Unmasked Estep 
Score: -25450914.000000 Penalty: 6029.130371
	Iteration 18Q: 3 clusters Score -2.545091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 189824 members 
Entering Unmasked Estep 
Score: -25450902.000000 Penalty: 6029.130371
	Iteration 19Q: 3 clusters Score -2.54509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 189833 members 
Entering Unmasked Estep 
Score: -25450904.000000 Penalty: 6029.130371
	Iteration 20F: 3 clusters Score -2.54509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 189839 members 
Entering Unmasked Estep 
Score: -25450920.000000 Penalty: 6029.130371
	Iteration 21Q: 3 clusters Score -2.545092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 189842 members 
Entering Unmasked Estep 
Score: -25450932.000000 Penalty: 6029.130371
	Iteration 22Q: 3 clusters Score -2.545093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 189845 members 
Entering Unmasked Estep 
Score: -25450928.000000 Penalty: 6029.130371
	Iteration 23Q: 3 clusters Score -2.545093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 189849 members 
Entering Unmasked Estep 
Score: -25450920.000000 Penalty: 6029.130371
	Iteration 24Q: 3 clusters Score -2.545092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 189853 members 
Entering Unmasked Estep 
Score: -25450946.000000 Penalty: 6029.130371
	Iteration 25Q: 3 clusters Score -2.545095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 189854 members 
Entering Unmasked Estep 
Score: -25450958.000000 Penalty: 6029.130371
	Iteration 26Q: 3 clusters Score -2.545096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 189854 members 
Entering Unmasked Estep 
Score: -25450958.000000 Penalty: 6029.130371
	Iteration 27F: 3 clusters Score -2.545096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -100366.320312 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -100366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98612.187500 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -98612.19 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98962.515625 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -98962.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -99120.273438 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -99120.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99283.750000 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -99283.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -99414.500000 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -99414.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99476.179688 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -99476.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99523.679688 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -99523.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99543.921875 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -99543.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99562.132812 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -99562.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -99566.578125 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -99566.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99576.812500 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -99576.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99583.875000 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -99583.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99588.734375 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -99588.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99589.843750 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -99589.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99589.843750 Penalty: 3337.992676
	Iteration 14F: 3 clusters Score -99589.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Entering Unmasked Estep 
Score: -4301272.500000 Penalty: 2570.133301
	Iteration 0F: 2 clusters Score -4301272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4279565.000000 Penalty: 5140.266602
	Iteration 0F: 3 clusters Score -4279565 nChanged 14324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4287265.000000 Penalty: 5140.266602
	Iteration 1F: 3 clusters Score -4287265 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -4287757.000000 Penalty: 5140.266602
	Iteration 2Q: 3 clusters Score -4287757 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -4288299.000000 Penalty: 5140.266602
	Iteration 3Q: 3 clusters Score -4288299 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -4288966.000000 Penalty: 5140.266602
	Iteration 4Q: 3 clusters Score -4288966 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -4290001.000000 Penalty: 5140.266602
	Iteration 5F: 3 clusters Score -4290001 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -4291566.000000 Penalty: 5140.266602
	Iteration 6F: 3 clusters Score -4291566 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -4293732.500000 Penalty: 5140.266602
	Iteration 7F: 3 clusters Score -4293732 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4296136.000000 Penalty: 5140.266602
	Iteration 8F: 3 clusters Score -4296136 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4297802.500000 Penalty: 5140.266602
	Iteration 9F: 3 clusters Score -4297802 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4298661.500000 Penalty: 5140.266602
	Iteration 10Q: 3 clusters Score -4298662 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4299095.500000 Penalty: 5140.266602
	Iteration 11Q: 3 clusters Score -4299096 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4299366.000000 Penalty: 5140.266602
	Iteration 12Q: 3 clusters Score -4299366 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4299487.000000 Penalty: 5140.266602
	Iteration 13Q: 3 clusters Score -4299487 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4299545.500000 Penalty: 5140.266602
	Iteration 14Q: 3 clusters Score -4299546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4299582.000000 Penalty: 5140.266602
	Iteration 15Q: 3 clusters Score -4299582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4299606.000000 Penalty: 5140.266602
	Iteration 16Q: 3 clusters Score -4299606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4299622.500000 Penalty: 5140.266602
	Iteration 17Q: 3 clusters Score -4299622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4299634.000000 Penalty: 5140.266602
	Iteration 18Q: 3 clusters Score -4299634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4299647.000000 Penalty: 5140.266602
	Iteration 19Q: 3 clusters Score -4299647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4299657.500000 Penalty: 5140.266602
	Iteration 20F: 3 clusters Score -4299658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4299655.000000 Penalty: 5140.266602
	Iteration 21Q: 3 clusters Score -4299655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4299653.000000 Penalty: 5140.266602
	Iteration 22Q: 3 clusters Score -4299653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4299659.000000 Penalty: 5140.266602
	Iteration 23Q: 3 clusters Score -4299659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4299662.500000 Penalty: 5140.266602
	Iteration 24Q: 3 clusters Score -4299662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4299662.000000 Penalty: 5140.266602
	Iteration 25Q: 3 clusters Score -4299662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4299660.500000 Penalty: 5140.266602
	Iteration 26Q: 3 clusters Score -4299660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4299659.000000 Penalty: 5140.266602
	Iteration 27Q: 3 clusters Score -4299659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4299661.000000 Penalty: 5140.266602
	Iteration 28Q: 3 clusters Score -4299661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4299661.000000 Penalty: 5140.266602
	Iteration 29F: 3 clusters Score -4299661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 49220 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 36847 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46354 members 
Mstep: Class 7 contains 18967 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 615 members 
Mstep: Class 11 contains 151654 members 
Mstep: Class 12 contains 172386 members 
Mstep: Class 13 contains 5657 members 
Mstep: Class 14 contains 174767 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 203379 members 
Mstep: Class 17 contains 190138 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 21 contains 31680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144336832.000000 Penalty: 68977.492188
Iteration 159Q: 21 clusters Score -1.443368e+08 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 47840 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 38004 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 46380 members 
Mstep: Class 7 contains 18970 members 
Mstep: Class 8 contains 4973 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 153275 members 
Mstep: Class 12 contains 172317 members 
Mstep: Class 13 contains 5665 members 
Mstep: Class 14 contains 173634 members 
Mstep: Class 15 contains 1478 members 
Mstep: Class 16 contains 203199 members 
Mstep: Class 17 contains 190147 members 
Mstep: Class 18 contains 807 members 
Mstep: Class 19 contains 65 members 
Mstep: Class 21 contains 31664 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 21 clusters Score -1.443386e+08 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 46594 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 39127 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 46396 members 
Mstep: Class 7 contains 18962 members 
Mstep: Class 8 contains 4947 members 
Mstep: Class 9 contains 3231 members 
Mstep: Class 10 contains 673 members 
Mstep: Class 11 contains 154964 members 
Mstep: Class 12 contains 172253 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 172317 members 
Mstep: Class 15 contains 1479 members 
Mstep: Class 16 contains 202998 members 
Mstep: Class 17 contains 190189 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31657 members 
Entering Unmasked Estep 
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Iteration 161Q: 21 clusters Score -1.4434e+08 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 45533 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 40198 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 46405 members 
Mstep: Class 7 contains 18958 members 
Mstep: Class 8 contains 4926 members 
Mstep: Class 9 contains 3230 members 
Mstep: Class 10 contains 704 members 
Mstep: Class 11 contains 156707 members 
Mstep: Class 12 contains 172162 members 
Mstep: Class 13 contains 5699 members 
Mstep: Class 14 contains 170742 members 
Mstep: Class 15 contains 1479 members 
Mstep: Class 16 contains 202799 members 
Mstep: Class 17 contains 190325 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31636 members 
Entering Unmasked Estep 
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Iteration 162Q: 21 clusters Score -1.443419e+08 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 44639 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 41230 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 46420 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 3227 members 
Mstep: Class 10 contains 726 members 
Mstep: Class 11 contains 158269 members 
Mstep: Class 12 contains 172119 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 169177 members 
Mstep: Class 15 contains 1479 members 
Mstep: Class 16 contains 202579 members 
Mstep: Class 17 contains 190478 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 21 clusters Score -1.443432e+08 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 43854 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 42248 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 46434 members 
Mstep: Class 7 contains 18916 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 159762 members 
Mstep: Class 12 contains 172111 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 167652 members 
Mstep: Class 15 contains 1480 members 
Mstep: Class 16 contains 202212 members 
Mstep: Class 17 contains 190684 members 
Mstep: Class 18 contains 716 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31624 members 
Entering Unmasked Estep 
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Iteration 164Q: 21 clusters Score -1.443444e+08 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 43168 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 43239 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 46447 members 
Mstep: Class 7 contains 18891 members 
Mstep: Class 8 contains 4834 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 161230 members 
Mstep: Class 12 contains 172083 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 166158 members 
Mstep: Class 15 contains 1479 members 
Mstep: Class 16 contains 201854 members 
Mstep: Class 17 contains 190866 members 
Mstep: Class 18 contains 708 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31593 members 
Entering Unmasked Estep 
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Iteration 165Q: 21 clusters Score -1.443457e+08 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42591 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 44159 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 46432 members 
Mstep: Class 7 contains 18878 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 752 members 
Mstep: Class 11 contains 162544 members 
Mstep: Class 12 contains 172085 members 
Mstep: Class 13 contains 5749 members 
Mstep: Class 14 contains 164806 members 
Mstep: Class 15 contains 1479 members 
Mstep: Class 16 contains 201472 members 
Mstep: Class 17 contains 191020 members 
Mstep: Class 18 contains 705 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31574 members 
Entering Unmasked Estep 
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Iteration 166Q: 21 clusters Score -1.443463e+08 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42084 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 45120 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 46424 members 
Mstep: Class 7 contains 18859 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 757 members 
Mstep: Class 11 contains 163629 members 
Mstep: Class 12 contains 172126 members 
Mstep: Class 13 contains 5757 members 
Mstep: Class 14 contains 163425 members 
Mstep: Class 15 contains 1479 members 
Mstep: Class 16 contains 201162 members 
Mstep: Class 17 contains 191203 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31560 members 
Entering Unmasked Estep 
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Iteration 167Q: 21 clusters Score -1.443468e+08 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 41660 members 
Mstep: Class 3 contains 1606 members 
Mstep: Class 4 contains 45989 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 46428 members 
Mstep: Class 7 contains 18847 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 164558 members 
Mstep: Class 12 contains 172138 members 
Mstep: Class 13 contains 5775 members 
Mstep: Class 14 contains 162225 members 
Mstep: Class 15 contains 1479 members 
Mstep: Class 16 contains 200875 members 
Mstep: Class 17 contains 191350 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31538 members 
Entering Unmasked Estep 
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Iteration 168Q: 21 clusters Score -1.443479e+08 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 41305 members 
Mstep: Class 3 contains 1606 members 
Mstep: Class 4 contains 46800 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 46445 members 
Mstep: Class 7 contains 18831 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 3218 members 
Mstep: Class 10 contains 766 members 
Mstep: Class 11 contains 165263 members 
Mstep: Class 12 contains 172147 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 161213 members 
Mstep: Class 15 contains 1480 members 
Mstep: Class 16 contains 200611 members 
Mstep: Class 17 contains 191482 members 
Mstep: Class 18 contains 696 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31520 members 
Entering Unmasked Estep 
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Iteration 169Q: 21 clusters Score -1.443485e+08 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40986 members 
Mstep: Class 3 contains 1604 members 
Mstep: Class 4 contains 47559 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 46460 members 
Mstep: Class 7 contains 18820 members 
Mstep: Class 8 contains 4682 members 
Mstep: Class 9 contains 3213 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 165884 members 
Mstep: Class 12 contains 172150 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 160354 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 200327 members 
Mstep: Class 17 contains 191575 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31514 members 
Entering Unmasked Estep 
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Iteration 170Q: 21 clusters Score -1.443485e+08 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40719 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 48296 members 
Mstep: Class 5 contains 492 members 
Mstep: Class 6 contains 46473 members 
Mstep: Class 7 contains 18805 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 3208 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 166380 members 
Mstep: Class 12 contains 172061 members 
Mstep: Class 13 contains 5829 members 
Mstep: Class 14 contains 159650 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 200149 members 
Mstep: Class 17 contains 191582 members 
Mstep: Class 18 contains 684 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31523 members 
Entering Unmasked Estep 
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Iteration 171Q: 21 clusters Score -1.443485e+08 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40501 members 
Mstep: Class 3 contains 1604 members 
Mstep: Class 4 contains 49004 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 46479 members 
Mstep: Class 7 contains 18796 members 
Mstep: Class 8 contains 4642 members 
Mstep: Class 9 contains 3201 members 
Mstep: Class 10 contains 784 members 
Mstep: Class 11 contains 166672 members 
Mstep: Class 12 contains 171975 members 
Mstep: Class 13 contains 5837 members 
Mstep: Class 14 contains 159124 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 199961 members 
Mstep: Class 17 contains 191597 members 
Mstep: Class 18 contains 680 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31545 members 
Entering Unmasked Estep 
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Iteration 172Q: 21 clusters Score -1.443484e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40266 members 
Mstep: Class 3 contains 1603 members 
Mstep: Class 4 contains 49654 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 46474 members 
Mstep: Class 7 contains 18792 members 
Mstep: Class 8 contains 4626 members 
Mstep: Class 9 contains 3197 members 
Mstep: Class 10 contains 789 members 
Mstep: Class 11 contains 166876 members 
Mstep: Class 12 contains 171941 members 
Mstep: Class 13 contains 5854 members 
Mstep: Class 14 contains 158705 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 199831 members 
Mstep: Class 17 contains 191585 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31534 members 
Entering Unmasked Estep 
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Iteration 173Q: 21 clusters Score -1.443481e+08 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40071 members 
Mstep: Class 3 contains 1606 members 
Mstep: Class 4 contains 50236 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 46461 members 
Mstep: Class 7 contains 18789 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 167032 members 
Mstep: Class 12 contains 171915 members 
Mstep: Class 13 contains 5870 members 
Mstep: Class 14 contains 158354 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 199746 members 
Mstep: Class 17 contains 191541 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31522 members 
Entering Unmasked Estep 
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Iteration 174Q: 21 clusters Score -1.443481e+08 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39899 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 50744 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 46445 members 
Mstep: Class 7 contains 18782 members 
Mstep: Class 8 contains 4586 members 
Mstep: Class 9 contains 3185 members 
Mstep: Class 10 contains 793 members 
Mstep: Class 11 contains 167120 members 
Mstep: Class 12 contains 171875 members 
Mstep: Class 13 contains 5889 members 
Mstep: Class 14 contains 158065 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 199685 members 
Mstep: Class 17 contains 191526 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31525 members 
Entering Unmasked Estep 
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Iteration 175Q: 21 clusters Score -1.443484e+08 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39771 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 51186 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 46439 members 
Mstep: Class 7 contains 18769 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 9 contains 3183 members 
Mstep: Class 10 contains 793 members 
Mstep: Class 11 contains 167123 members 
Mstep: Class 12 contains 171834 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 157830 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 199682 members 
Mstep: Class 17 contains 191492 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31538 members 
Entering Unmasked Estep 
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Iteration 176Q: 21 clusters Score -1.443486e+08 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39630 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 51586 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 46425 members 
Mstep: Class 7 contains 18766 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 3182 members 
Mstep: Class 10 contains 793 members 
Mstep: Class 11 contains 167094 members 
Mstep: Class 12 contains 171783 members 
Mstep: Class 13 contains 5941 members 
Mstep: Class 14 contains 157641 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199682 members 
Mstep: Class 17 contains 191476 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31564 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -1.443487e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39525 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 51964 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 46414 members 
Mstep: Class 7 contains 18768 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 3181 members 
Mstep: Class 10 contains 793 members 
Mstep: Class 11 contains 167111 members 
Mstep: Class 12 contains 171753 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 157400 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199681 members 
Mstep: Class 17 contains 191450 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31579 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -1.443489e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39452 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 52297 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 46410 members 
Mstep: Class 7 contains 18753 members 
Mstep: Class 8 contains 4517 members 
Mstep: Class 9 contains 3181 members 
Mstep: Class 10 contains 793 members 
Mstep: Class 11 contains 167142 members 
Mstep: Class 12 contains 171725 members 
Mstep: Class 13 contains 5982 members 
Mstep: Class 14 contains 157156 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199704 members 
Mstep: Class 17 contains 191438 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
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Iteration 179Q: 21 clusters Score -1.443488e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39370 members 
Mstep: Class 3 contains 1615 members 
Mstep: Class 4 contains 52596 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 46399 members 
Mstep: Class 7 contains 18742 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 793 members 
Mstep: Class 11 contains 167105 members 
Mstep: Class 12 contains 171731 members 
Mstep: Class 13 contains 6001 members 
Mstep: Class 14 contains 156960 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199723 members 
Mstep: Class 17 contains 191458 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31558 members 
Entering Unmasked Estep 
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Iteration 180F: 21 clusters Score -1.443489e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39293 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 52893 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 46390 members 
Mstep: Class 7 contains 18733 members 
Mstep: Class 8 contains 4485 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 167042 members 
Mstep: Class 12 contains 171729 members 
Mstep: Class 13 contains 6030 members 
Mstep: Class 14 contains 156768 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199720 members 
Mstep: Class 17 contains 191513 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31548 members 
Entering Unmasked Estep 
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Iteration 181Q: 21 clusters Score -1.44349e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39216 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 53171 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 46366 members 
Mstep: Class 7 contains 18727 members 
Mstep: Class 8 contains 4473 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 166949 members 
Mstep: Class 12 contains 171740 members 
Mstep: Class 13 contains 6043 members 
Mstep: Class 14 contains 156589 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199728 members 
Mstep: Class 17 contains 191598 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31543 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -1.44349e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39152 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 53430 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 46344 members 
Mstep: Class 7 contains 18716 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 166886 members 
Mstep: Class 12 contains 171746 members 
Mstep: Class 13 contains 6042 members 
Mstep: Class 14 contains 156454 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199694 members 
Mstep: Class 17 contains 191685 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348944.000000 Penalty: 68977.492188
Iteration 183Q: 21 clusters Score -1.443489e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39084 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 53702 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 46324 members 
Mstep: Class 7 contains 18706 members 
Mstep: Class 8 contains 4458 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 828 members 
Mstep: Class 11 contains 166772 members 
Mstep: Class 12 contains 171769 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 156313 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199673 members 
Mstep: Class 17 contains 191761 members 
Mstep: Class 18 contains 637 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349008.000000 Penalty: 68977.492188
Iteration 184Q: 21 clusters Score -1.44349e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39021 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 53975 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 46312 members 
Mstep: Class 7 contains 18694 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 3179 members 
Mstep: Class 10 contains 833 members 
Mstep: Class 11 contains 166683 members 
Mstep: Class 12 contains 171774 members 
Mstep: Class 13 contains 6077 members 
Mstep: Class 14 contains 156143 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199662 members 
Mstep: Class 17 contains 191835 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349216.000000 Penalty: 68977.492188
Iteration 185Q: 21 clusters Score -1.443492e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38965 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 54237 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 46300 members 
Mstep: Class 7 contains 18681 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 3179 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 166560 members 
Mstep: Class 12 contains 171776 members 
Mstep: Class 13 contains 6088 members 
Mstep: Class 14 contains 156012 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199674 members 
Mstep: Class 17 contains 191903 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349312.000000 Penalty: 68977.492188
Iteration 186Q: 21 clusters Score -1.443493e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38909 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 54471 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 46281 members 
Mstep: Class 7 contains 18674 members 
Mstep: Class 8 contains 4412 members 
Mstep: Class 9 contains 3177 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 166442 members 
Mstep: Class 12 contains 171770 members 
Mstep: Class 13 contains 6095 members 
Mstep: Class 14 contains 155925 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199686 members 
Mstep: Class 17 contains 191963 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349200.000000 Penalty: 68977.492188
Iteration 187Q: 21 clusters Score -1.443492e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38862 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 54688 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 46267 members 
Mstep: Class 7 contains 18662 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 3177 members 
Mstep: Class 10 contains 845 members 
Mstep: Class 11 contains 166325 members 
Mstep: Class 12 contains 171780 members 
Mstep: Class 13 contains 6098 members 
Mstep: Class 14 contains 155834 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199690 members 
Mstep: Class 17 contains 192017 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349344.000000 Penalty: 68977.492188
Iteration 188Q: 21 clusters Score -1.443493e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38823 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 54883 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 46259 members 
Mstep: Class 7 contains 18648 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 3177 members 
Mstep: Class 10 contains 846 members 
Mstep: Class 11 contains 166196 members 
Mstep: Class 12 contains 171785 members 
Mstep: Class 13 contains 6114 members 
Mstep: Class 14 contains 155759 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199683 members 
Mstep: Class 17 contains 192081 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349232.000000 Penalty: 68977.492188
Iteration 189Q: 21 clusters Score -1.443492e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38795 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 55038 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46245 members 
Mstep: Class 7 contains 18638 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 846 members 
Mstep: Class 11 contains 166118 members 
Mstep: Class 12 contains 171779 members 
Mstep: Class 13 contains 6124 members 
Mstep: Class 14 contains 155713 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199654 members 
Mstep: Class 17 contains 192136 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349200.000000 Penalty: 68977.492188
Iteration 190Q: 21 clusters Score -1.443492e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38767 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 55167 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46224 members 
Mstep: Class 7 contains 18615 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 846 members 
Mstep: Class 11 contains 166052 members 
Mstep: Class 12 contains 171771 members 
Mstep: Class 13 contains 6140 members 
Mstep: Class 14 contains 155650 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199648 members 
Mstep: Class 17 contains 192204 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349248.000000 Penalty: 68977.492188
Iteration 191Q: 21 clusters Score -1.443492e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38747 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 55300 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46197 members 
Mstep: Class 7 contains 18602 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 846 members 
Mstep: Class 11 contains 165951 members 
Mstep: Class 12 contains 171781 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 155590 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199642 members 
Mstep: Class 17 contains 192274 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349120.000000 Penalty: 68977.492188
Iteration 192Q: 21 clusters Score -1.443491e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38723 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 55430 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46179 members 
Mstep: Class 7 contains 18595 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 846 members 
Mstep: Class 11 contains 165860 members 
Mstep: Class 12 contains 171766 members 
Mstep: Class 13 contains 6172 members 
Mstep: Class 14 contains 155530 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199626 members 
Mstep: Class 17 contains 192351 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348976.000000 Penalty: 68977.492188
Iteration 193Q: 21 clusters Score -1.44349e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38701 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 55545 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46160 members 
Mstep: Class 7 contains 18589 members 
Mstep: Class 8 contains 4396 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 846 members 
Mstep: Class 11 contains 165786 members 
Mstep: Class 12 contains 171746 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 14 contains 155486 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199606 members 
Mstep: Class 17 contains 192433 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348912.000000 Penalty: 68977.492188
Iteration 194Q: 21 clusters Score -1.443489e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38694 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 55636 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46131 members 
Mstep: Class 7 contains 18580 members 
Mstep: Class 8 contains 4389 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165693 members 
Mstep: Class 12 contains 171737 members 
Mstep: Class 13 contains 6191 members 
Mstep: Class 14 contains 155442 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199605 members 
Mstep: Class 17 contains 192538 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349152.000000 Penalty: 68977.492188
Iteration 195Q: 21 clusters Score -1.443492e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38683 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 55715 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46102 members 
Mstep: Class 7 contains 18578 members 
Mstep: Class 8 contains 4386 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165623 members 
Mstep: Class 12 contains 171730 members 
Mstep: Class 13 contains 6197 members 
Mstep: Class 14 contains 155382 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199586 members 
Mstep: Class 17 contains 192662 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349392.000000 Penalty: 68977.492188
Iteration 196Q: 21 clusters Score -1.443494e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38676 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 55780 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46088 members 
Mstep: Class 7 contains 18573 members 
Mstep: Class 8 contains 4380 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165570 members 
Mstep: Class 12 contains 171734 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 155330 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199560 members 
Mstep: Class 17 contains 192737 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349200.000000 Penalty: 68977.492188
Iteration 197Q: 21 clusters Score -1.443492e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38669 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 55848 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46067 members 
Mstep: Class 7 contains 18571 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165503 members 
Mstep: Class 12 contains 171734 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199548 members 
Mstep: Class 17 contains 192822 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349184.000000 Penalty: 68977.492188
Iteration 198Q: 21 clusters Score -1.443492e+08 nChanged 560
Entering ConstructFrom: 
Score: -144349184.000000 Penalty: 68977.492188
Entering ConstructFrom: 
Trying to split cluster 1 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -135207.593750 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -135207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133241.390625 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -133241.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133554.984375 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -133555 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -133662.718750 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -133662.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -133768.140625 Penalty: 3461.656006
	Iteration 3Q: 3 clusters Score -133768.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -133900.890625 Penalty: 3461.656006
	Iteration 4Q: 3 clusters Score -133900.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134003.156250 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -134003.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134100.046875 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -134100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -134214.765625 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -134214.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134436.078125 Penalty: 3461.656006
	Iteration 8F: 3 clusters Score -134436.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -134995.656250 Penalty: 3461.656006
	Iteration 9F: 3 clusters Score -134995.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -135287.968750 Penalty: 3461.656006
	Iteration 10F: 3 clusters Score -135288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -135420.250000 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -135420.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -135507.734375 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -135507.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -135575.000000 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -135575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -135588.750000 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -135588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -135588.750000 Penalty: 3461.656006
	Iteration 15F: 3 clusters Score -135588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 38670 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 55900 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46048 members 
Mstep: Class 7 contains 18566 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165471 members 
Mstep: Class 12 contains 171736 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 155221 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199532 members 
Mstep: Class 17 contains 192892 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 31520 members 
Entering Unmasked Estep 
Score: -144347920.000000 Penalty: 72426.367188
Splitting cluster 1 changes total score from -144349184.000000 to -144347920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (38670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Entering Unmasked Estep 
Score: -5233442.500000 Penalty: 2619.579346
	Iteration 0F: 2 clusters Score -5233442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -5207297.000000 Penalty: 5239.158691
	Iteration 0F: 3 clusters Score -5207297 nChanged 17759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -5217026.500000 Penalty: 5239.158691
	Iteration 1F: 3 clusters Score -5217026 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5217718.500000 Penalty: 5239.158691
	Iteration 2Q: 3 clusters Score -5217718 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5218566.500000 Penalty: 5239.158691
	Iteration 3F: 3 clusters Score -5218566 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -5219701.000000 Penalty: 5239.158691
	Iteration 4F: 3 clusters Score -5219701 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -5221273.500000 Penalty: 5239.158691
	Iteration 5F: 3 clusters Score -5221274 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -5223382.000000 Penalty: 5239.158691
	Iteration 6F: 3 clusters Score -5223382 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -5225865.000000 Penalty: 5239.158691
	Iteration 7F: 3 clusters Score -5225865 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -5228023.500000 Penalty: 5239.158691
	Iteration 8F: 3 clusters Score -5228024 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -5229549.000000 Penalty: 5239.158691
	Iteration 9Q: 3 clusters Score -5229549 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -5230434.000000 Penalty: 5239.158691
	Iteration 10Q: 3 clusters Score -5230434 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -5230915.500000 Penalty: 5239.158691
	Iteration 11Q: 3 clusters Score -5230916 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -5231186.000000 Penalty: 5239.158691
	Iteration 12Q: 3 clusters Score -5231186 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -5231345.500000 Penalty: 5239.158691
	Iteration 13Q: 3 clusters Score -5231346 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -5231485.500000 Penalty: 5239.158691
	Iteration 14Q: 3 clusters Score -5231486 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -5231557.500000 Penalty: 5239.158691
	Iteration 15Q: 3 clusters Score -5231558 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -5231621.500000 Penalty: 5239.158691
	Iteration 16Q: 3 clusters Score -5231622 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -5231693.000000 Penalty: 5239.158691
	Iteration 17Q: 3 clusters Score -5231693 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -5231715.500000 Penalty: 5239.158691
	Iteration 18Q: 3 clusters Score -5231716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -5231739.500000 Penalty: 5239.158691
	Iteration 19Q: 3 clusters Score -5231740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -5231753.500000 Penalty: 5239.158691
	Iteration 20F: 3 clusters Score -5231754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -5231775.500000 Penalty: 5239.158691
	Iteration 21Q: 3 clusters Score -5231776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -5231789.500000 Penalty: 5239.158691
	Iteration 22Q: 3 clusters Score -5231790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -5231788.000000 Penalty: 5239.158691
	Iteration 23Q: 3 clusters Score -5231788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -5231789.000000 Penalty: 5239.158691
	Iteration 24Q: 3 clusters Score -5231789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -5231783.000000 Penalty: 5239.158691
	Iteration 25Q: 3 clusters Score -5231783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -5231793.500000 Penalty: 5239.158691
	Iteration 26Q: 3 clusters Score -5231794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -5231801.000000 Penalty: 5239.158691
	Iteration 27Q: 3 clusters Score -5231801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5231801.000000 Penalty: 5239.158691
	Iteration 28Q: 3 clusters Score -5231801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -5231796.500000 Penalty: 5239.158691
	Iteration 29Q: 3 clusters Score -5231796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -5231806.000000 Penalty: 5239.158691
	Iteration 30Q: 3 clusters Score -5231806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -5231801.000000 Penalty: 5239.158691
	Iteration 31Q: 3 clusters Score -5231801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -5231808.500000 Penalty: 5239.158691
	Iteration 32Q: 3 clusters Score -5231808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5231811.000000 Penalty: 5239.158691
	Iteration 33Q: 3 clusters Score -5231811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -5231809.000000 Penalty: 5239.158691
	Iteration 34Q: 3 clusters Score -5231809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -5231803.000000 Penalty: 5239.158691
	Iteration 35Q: 3 clusters Score -5231803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -5231804.000000 Penalty: 5239.158691
	Iteration 36Q: 3 clusters Score -5231804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -5231809.000000 Penalty: 5239.158691
	Iteration 37Q: 3 clusters Score -5231809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -5231812.000000 Penalty: 5239.158691
	Iteration 38Q: 3 clusters Score -5231812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -5231807.500000 Penalty: 5239.158691
	Iteration 39Q: 3 clusters Score -5231808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -5231811.500000 Penalty: 5239.158691
	Iteration 40F: 3 clusters Score -5231812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -5231808.500000 Penalty: 5239.158691
	Iteration 41Q: 3 clusters Score -5231808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -5231807.000000 Penalty: 5239.158691
	Iteration 42Q: 3 clusters Score -5231807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -5231811.000000 Penalty: 5239.158691
	Iteration 43Q: 3 clusters Score -5231811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -5231811.000000 Penalty: 5239.158691
	Iteration 44F: 3 clusters Score -5231811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -201530.312500 Penalty: 1832.458618
	Iteration 0F: 2 clusters Score -201530.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -199332.828125 Penalty: 3664.917236
	Iteration 0F: 3 clusters Score -199332.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -200003.609375 Penalty: 3664.917236
	Iteration 1F: 3 clusters Score -200003.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -200432.078125 Penalty: 3664.917236
	Iteration 2F: 3 clusters Score -200432.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -200739.546875 Penalty: 3664.917236
	Iteration 3F: 3 clusters Score -200739.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -200915.171875 Penalty: 3664.917236
	Iteration 4F: 3 clusters Score -200915.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -201020.140625 Penalty: 3664.917236
	Iteration 5Q: 3 clusters Score -201020.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -201072.828125 Penalty: 3664.917236
	Iteration 6Q: 3 clusters Score -201072.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -201118.625000 Penalty: 3664.917236
	Iteration 7Q: 3 clusters Score -201118.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -201145.109375 Penalty: 3664.917236
	Iteration 8Q: 3 clusters Score -201145.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -201163.015625 Penalty: 3664.917236
	Iteration 9Q: 3 clusters Score -201163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -201176.515625 Penalty: 3664.917236
	Iteration 10Q: 3 clusters Score -201176.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -201190.015625 Penalty: 3664.917236
	Iteration 11Q: 3 clusters Score -201190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -201205.250000 Penalty: 3664.917236
	Iteration 12Q: 3 clusters Score -201205.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -201223.125000 Penalty: 3664.917236
	Iteration 13Q: 3 clusters Score -201223.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -201243.078125 Penalty: 3664.917236
	Iteration 14Q: 3 clusters Score -201243.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -201268.734375 Penalty: 3664.917236
	Iteration 15Q: 3 clusters Score -201268.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -201305.093750 Penalty: 3664.917236
	Iteration 16Q: 3 clusters Score -201305.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -201338.093750 Penalty: 3664.917236
	Iteration 17Q: 3 clusters Score -201338.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -201380.750000 Penalty: 3664.917236
	Iteration 18Q: 3 clusters Score -201380.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -201429.609375 Penalty: 3664.917236
	Iteration 19Q: 3 clusters Score -201429.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -201495.203125 Penalty: 3664.917236
	Iteration 20F: 3 clusters Score -201495.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -201599.171875 Penalty: 3664.917236
	Iteration 21Q: 3 clusters Score -201599.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -201662.234375 Penalty: 3664.917236
	Iteration 22Q: 3 clusters Score -201662.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -201686.796875 Penalty: 3664.917236
	Iteration 23Q: 3 clusters Score -201686.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201704.250000 Penalty: 3664.917236
	Iteration 24Q: 3 clusters Score -201704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -201716.296875 Penalty: 3664.917236
	Iteration 25Q: 3 clusters Score -201716.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -201721.562500 Penalty: 3664.917236
	Iteration 26Q: 3 clusters Score -201721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -201724.140625 Penalty: 3664.917236
	Iteration 27Q: 3 clusters Score -201724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -201725.296875 Penalty: 3664.917236
	Iteration 28Q: 3 clusters Score -201725.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -201730.203125 Penalty: 3664.917236
	Iteration 29Q: 3 clusters Score -201730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -201730.203125 Penalty: 3664.917236
	Iteration 30F: 3 clusters Score -201730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38670 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 55900 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46048 members 
Mstep: Class 7 contains 18566 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165471 members 
Mstep: Class 12 contains 171736 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 155221 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199532 members 
Mstep: Class 17 contains 192892 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 31520 members 
Entering Unmasked Estep 
Score: -144347984.000000 Penalty: 72426.367188
Splitting cluster 3 changes total score from -144349184.000000 to -144347984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (55900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Entering Unmasked Estep 
Score: -7581473.500000 Penalty: 2710.967285
	Iteration 0F: 2 clusters Score -7581474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -7543934.000000 Penalty: 5421.934570
	Iteration 0F: 3 clusters Score -7543934 nChanged 25983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -7559033.000000 Penalty: 5421.934570
	Iteration 1F: 3 clusters Score -7559033 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -7560990.500000 Penalty: 5421.934570
	Iteration 2F: 3 clusters Score -7560990 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -7564088.500000 Penalty: 5421.934570
	Iteration 3F: 3 clusters Score -7564088 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -7568591.500000 Penalty: 5421.934570
	Iteration 4F: 3 clusters Score -7568592 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -7573868.000000 Penalty: 5421.934570
	Iteration 5F: 3 clusters Score -7573868 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -7578320.000000 Penalty: 5421.934570
	Iteration 6F: 3 clusters Score -7578320 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -7580999.500000 Penalty: 5421.934570
	Iteration 7F: 3 clusters Score -7581000 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -7582199.500000 Penalty: 5421.934570
	Iteration 8Q: 3 clusters Score -7582200 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -7582705.500000 Penalty: 5421.934570
	Iteration 9Q: 3 clusters Score -7582706 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -7582939.000000 Penalty: 5421.934570
	Iteration 10Q: 3 clusters Score -7582939 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -7583069.500000 Penalty: 5421.934570
	Iteration 11Q: 3 clusters Score -7583070 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -7583118.000000 Penalty: 5421.934570
	Iteration 12Q: 3 clusters Score -7583118 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -7583151.000000 Penalty: 5421.934570
	Iteration 13Q: 3 clusters Score -7583151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -7583161.500000 Penalty: 5421.934570
	Iteration 14Q: 3 clusters Score -7583162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -7583167.000000 Penalty: 5421.934570
	Iteration 15Q: 3 clusters Score -7583167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -7583173.000000 Penalty: 5421.934570
	Iteration 16Q: 3 clusters Score -7583173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -7583175.500000 Penalty: 5421.934570
	Iteration 17Q: 3 clusters Score -7583176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -7583189.500000 Penalty: 5421.934570
	Iteration 18Q: 3 clusters Score -7583190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -7583185.000000 Penalty: 5421.934570
	Iteration 19Q: 3 clusters Score -7583185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -7583194.500000 Penalty: 5421.934570
	Iteration 20F: 3 clusters Score -7583194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -7583202.000000 Penalty: 5421.934570
	Iteration 21Q: 3 clusters Score -7583202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -7583206.000000 Penalty: 5421.934570
	Iteration 22Q: 3 clusters Score -7583206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -7583205.000000 Penalty: 5421.934570
	Iteration 23Q: 3 clusters Score -7583205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -7583199.500000 Penalty: 5421.934570
	Iteration 24Q: 3 clusters Score -7583200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -7583203.500000 Penalty: 5421.934570
	Iteration 25Q: 3 clusters Score -7583204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -7583204.000000 Penalty: 5421.934570
	Iteration 26Q: 3 clusters Score -7583204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -7583203.000000 Penalty: 5421.934570
	Iteration 27Q: 3 clusters Score -7583203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -7583206.500000 Penalty: 5421.934570
	Iteration 28Q: 3 clusters Score -7583206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -7583202.500000 Penalty: 5421.934570
	Iteration 29Q: 3 clusters Score -7583202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -7583206.000000 Penalty: 5421.934570
	Iteration 30Q: 3 clusters Score -7583206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -7583204.500000 Penalty: 5421.934570
	Iteration 31Q: 3 clusters Score -7583204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -7583209.500000 Penalty: 5421.934570
	Iteration 32Q: 3 clusters Score -7583210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -7583209.500000 Penalty: 5421.934570
	Iteration 33F: 3 clusters Score -7583210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38670 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46048 members 
Mstep: Class 7 contains 18566 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165471 members 
Mstep: Class 12 contains 171736 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 155221 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199532 members 
Mstep: Class 17 contains 192892 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 54006 members 
Mstep: Class 21 contains 31520 members 
Entering Unmasked Estep 
Score: -144350560.000000 Penalty: 72426.367188
Splitting cluster 4 changes total score from -144349184.000000 to -144350560.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -58664.214844 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -58664.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57251.226562 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -57251.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57432.152344 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -57432.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57507.332031 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -57507.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57534.628906 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -57534.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57547.074219 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -57547.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57552.621094 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -57552.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57556.156250 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -57556.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57557.441406 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -57557.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57559.843750 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -57559.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57560.789062 Penalty: 3068.359619
	Iteration 9Q: 3 clusters Score -57560.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57561.972656 Penalty: 3068.359619
	Iteration 10Q: 3 clusters Score -57561.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57564.867188 Penalty: 3068.359619
	Iteration 11Q: 3 clusters Score -57564.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57566.191406 Penalty: 3068.359619
	Iteration 12Q: 3 clusters Score -57566.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57567.468750 Penalty: 3068.359619
	Iteration 13Q: 3 clusters Score -57567.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57569.257812 Penalty: 3068.359619
	Iteration 14Q: 3 clusters Score -57569.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57569.257812 Penalty: 3068.359619
	Iteration 15F: 3 clusters Score -57569.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Entering Unmasked Estep 
Score: -6000741.000000 Penalty: 2662.885010
	Iteration 0F: 2 clusters Score -6000741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -5969606.000000 Penalty: 5325.770020
	Iteration 0F: 3 clusters Score -5969606 nChanged 21133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -5981396.500000 Penalty: 5325.770020
	Iteration 1F: 3 clusters Score -5981396 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5981890.500000 Penalty: 5325.770020
	Iteration 2Q: 3 clusters Score -5981890 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -5982454.500000 Penalty: 5325.770020
	Iteration 3Q: 3 clusters Score -5982454 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -5982968.500000 Penalty: 5325.770020
	Iteration 4Q: 3 clusters Score -5982968 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5983565.500000 Penalty: 5325.770020
	Iteration 5Q: 3 clusters Score -5983566 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -5984344.500000 Penalty: 5325.770020
	Iteration 6Q: 3 clusters Score -5984344 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -5985532.500000 Penalty: 5325.770020
	Iteration 7Q: 3 clusters Score -5985532 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -5987024.000000 Penalty: 5325.770020
	Iteration 8F: 3 clusters Score -5987024 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -5989028.500000 Penalty: 5325.770020
	Iteration 9F: 3 clusters Score -5989028 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -5991339.500000 Penalty: 5325.770020
	Iteration 10F: 3 clusters Score -5991340 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -5993807.500000 Penalty: 5325.770020
	Iteration 11F: 3 clusters Score -5993808 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5995983.000000 Penalty: 5325.770020
	Iteration 12Q: 3 clusters Score -5995983 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5997360.000000 Penalty: 5325.770020
	Iteration 13Q: 3 clusters Score -5997360 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5998024.000000 Penalty: 5325.770020
	Iteration 14Q: 3 clusters Score -5998024 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5998276.500000 Penalty: 5325.770020
	Iteration 15Q: 3 clusters Score -5998276 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5998407.000000 Penalty: 5325.770020
	Iteration 16Q: 3 clusters Score -5998407 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5998478.000000 Penalty: 5325.770020
	Iteration 17Q: 3 clusters Score -5998478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5998518.500000 Penalty: 5325.770020
	Iteration 18Q: 3 clusters Score -5998518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5998537.000000 Penalty: 5325.770020
	Iteration 19Q: 3 clusters Score -5998537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5998541.000000 Penalty: 5325.770020
	Iteration 20F: 3 clusters Score -5998541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5998545.500000 Penalty: 5325.770020
	Iteration 21Q: 3 clusters Score -5998546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5998545.500000 Penalty: 5325.770020
	Iteration 22Q: 3 clusters Score -5998546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5998541.500000 Penalty: 5325.770020
	Iteration 23Q: 3 clusters Score -5998542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5998541.500000 Penalty: 5325.770020
	Iteration 24Q: 3 clusters Score -5998542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5998541.500000 Penalty: 5325.770020
	Iteration 25F: 3 clusters Score -5998542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Entering Unmasked Estep 
Score: -2388753.500000 Penalty: 2437.613525
	Iteration 0F: 2 clusters Score -2388754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2375617.250000 Penalty: 4875.227051
	Iteration 0F: 3 clusters Score -2375617 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2380185.500000 Penalty: 4875.227051
	Iteration 1F: 3 clusters Score -2380186 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2380809.250000 Penalty: 4875.227051
	Iteration 2F: 3 clusters Score -2380809 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2381537.750000 Penalty: 4875.227051
	Iteration 3F: 3 clusters Score -2381538 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2382276.500000 Penalty: 4875.227051
	Iteration 4F: 3 clusters Score -2382276 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2382965.250000 Penalty: 4875.227051
	Iteration 5F: 3 clusters Score -2382965 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2383663.000000 Penalty: 4875.227051
	Iteration 6F: 3 clusters Score -2383663 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2384314.500000 Penalty: 4875.227051
	Iteration 7F: 3 clusters Score -2384314 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2384889.500000 Penalty: 4875.227051
	Iteration 8Q: 3 clusters Score -2384890 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2385383.000000 Penalty: 4875.227051
	Iteration 9Q: 3 clusters Score -2385383 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2385787.750000 Penalty: 4875.227051
	Iteration 10Q: 3 clusters Score -2385788 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2386133.750000 Penalty: 4875.227051
	Iteration 11Q: 3 clusters Score -2386134 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2386413.250000 Penalty: 4875.227051
	Iteration 12Q: 3 clusters Score -2386413 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2386610.750000 Penalty: 4875.227051
	Iteration 13Q: 3 clusters Score -2386611 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2386764.500000 Penalty: 4875.227051
	Iteration 14Q: 3 clusters Score -2386764 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2386885.250000 Penalty: 4875.227051
	Iteration 15Q: 3 clusters Score -2386885 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2386956.250000 Penalty: 4875.227051
	Iteration 16Q: 3 clusters Score -2386956 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2387008.500000 Penalty: 4875.227051
	Iteration 17Q: 3 clusters Score -2387008 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2387036.500000 Penalty: 4875.227051
	Iteration 18Q: 3 clusters Score -2387036 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2387064.250000 Penalty: 4875.227051
	Iteration 19Q: 3 clusters Score -2387064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2387080.000000 Penalty: 4875.227051
	Iteration 20F: 3 clusters Score -2387080 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2387083.000000 Penalty: 4875.227051
	Iteration 21Q: 3 clusters Score -2387083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2387088.000000 Penalty: 4875.227051
	Iteration 22Q: 3 clusters Score -2387088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2387094.250000 Penalty: 4875.227051
	Iteration 23Q: 3 clusters Score -2387094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2387099.750000 Penalty: 4875.227051
	Iteration 24Q: 3 clusters Score -2387100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2387107.250000 Penalty: 4875.227051
	Iteration 25Q: 3 clusters Score -2387107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2387110.250000 Penalty: 4875.227051
	Iteration 26Q: 3 clusters Score -2387110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2387107.500000 Penalty: 4875.227051
	Iteration 27Q: 3 clusters Score -2387108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2387114.500000 Penalty: 4875.227051
	Iteration 28Q: 3 clusters Score -2387114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2387124.750000 Penalty: 4875.227051
	Iteration 29Q: 3 clusters Score -2387125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2387132.750000 Penalty: 4875.227051
	Iteration 30Q: 3 clusters Score -2387133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2387135.000000 Penalty: 4875.227051
	Iteration 31Q: 3 clusters Score -2387135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2387146.750000 Penalty: 4875.227051
	Iteration 32Q: 3 clusters Score -2387147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2387152.250000 Penalty: 4875.227051
	Iteration 33Q: 3 clusters Score -2387152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2387150.500000 Penalty: 4875.227051
	Iteration 34Q: 3 clusters Score -2387150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2387150.500000 Penalty: 4875.227051
	Iteration 35Q: 3 clusters Score -2387150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2387147.750000 Penalty: 4875.227051
	Iteration 36Q: 3 clusters Score -2387148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2387155.750000 Penalty: 4875.227051
	Iteration 37Q: 3 clusters Score -2387156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2387158.250000 Penalty: 4875.227051
	Iteration 38Q: 3 clusters Score -2387158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2387162.000000 Penalty: 4875.227051
	Iteration 39Q: 3 clusters Score -2387162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2387165.250000 Penalty: 4875.227051
	Iteration 40F: 3 clusters Score -2387165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2387162.500000 Penalty: 4875.227051
	Iteration 41Q: 3 clusters Score -2387162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2387165.500000 Penalty: 4875.227051
	Iteration 42Q: 3 clusters Score -2387166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2387163.250000 Penalty: 4875.227051
	Iteration 43Q: 3 clusters Score -2387163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2387170.250000 Penalty: 4875.227051
	Iteration 44Q: 3 clusters Score -2387170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2387167.000000 Penalty: 4875.227051
	Iteration 45Q: 3 clusters Score -2387167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2387166.000000 Penalty: 4875.227051
	Iteration 46Q: 3 clusters Score -2387166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2387168.250000 Penalty: 4875.227051
	Iteration 47Q: 3 clusters Score -2387168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2387166.250000 Penalty: 4875.227051
	Iteration 48Q: 3 clusters Score -2387166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2387169.250000 Penalty: 4875.227051
	Iteration 49Q: 3 clusters Score -2387169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2387169.250000 Penalty: 4875.227051
	Iteration 50Q: 3 clusters Score -2387169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2387170.750000 Penalty: 4875.227051
	Iteration 51Q: 3 clusters Score -2387171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2387167.750000 Penalty: 4875.227051
	Iteration 52Q: 3 clusters Score -2387168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2387168.250000 Penalty: 4875.227051
	Iteration 53Q: 3 clusters Score -2387168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2387168.250000 Penalty: 4875.227051
	Iteration 54F: 3 clusters Score -2387168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Entering Unmasked Estep 
Score: -576748.875000 Penalty: 2079.261475
	Iteration 0F: 2 clusters Score -576748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -572655.062500 Penalty: 4158.522949
	Iteration 0F: 3 clusters Score -572655.1 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -573576.250000 Penalty: 4158.522949
	Iteration 1F: 3 clusters Score -573576.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -573818.062500 Penalty: 4158.522949
	Iteration 2F: 3 clusters Score -573818.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -573986.375000 Penalty: 4158.522949
	Iteration 3F: 3 clusters Score -573986.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -574101.562500 Penalty: 4158.522949
	Iteration 4Q: 3 clusters Score -574101.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -574190.062500 Penalty: 4158.522949
	Iteration 5Q: 3 clusters Score -574190.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -574267.500000 Penalty: 4158.522949
	Iteration 6Q: 3 clusters Score -574267.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -574332.375000 Penalty: 4158.522949
	Iteration 7Q: 3 clusters Score -574332.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -574380.500000 Penalty: 4158.522949
	Iteration 8Q: 3 clusters Score -574380.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -574416.750000 Penalty: 4158.522949
	Iteration 9Q: 3 clusters Score -574416.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -574443.687500 Penalty: 4158.522949
	Iteration 10Q: 3 clusters Score -574443.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -574462.437500 Penalty: 4158.522949
	Iteration 11Q: 3 clusters Score -574462.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -574483.062500 Penalty: 4158.522949
	Iteration 12Q: 3 clusters Score -574483.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -574503.062500 Penalty: 4158.522949
	Iteration 13Q: 3 clusters Score -574503.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -574524.375000 Penalty: 4158.522949
	Iteration 14Q: 3 clusters Score -574524.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -574542.312500 Penalty: 4158.522949
	Iteration 15Q: 3 clusters Score -574542.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -574559.250000 Penalty: 4158.522949
	Iteration 16Q: 3 clusters Score -574559.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -574571.750000 Penalty: 4158.522949
	Iteration 17Q: 3 clusters Score -574571.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -574583.687500 Penalty: 4158.522949
	Iteration 18Q: 3 clusters Score -574583.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -574591.937500 Penalty: 4158.522949
	Iteration 19Q: 3 clusters Score -574591.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -574595.562500 Penalty: 4158.522949
	Iteration 20F: 3 clusters Score -574595.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -574602.937500 Penalty: 4158.522949
	Iteration 21Q: 3 clusters Score -574602.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -574607.562500 Penalty: 4158.522949
	Iteration 22Q: 3 clusters Score -574607.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -574612.750000 Penalty: 4158.522949
	Iteration 23Q: 3 clusters Score -574612.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -574618.062500 Penalty: 4158.522949
	Iteration 24Q: 3 clusters Score -574618.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -574624.937500 Penalty: 4158.522949
	Iteration 25Q: 3 clusters Score -574624.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -574631.687500 Penalty: 4158.522949
	Iteration 26Q: 3 clusters Score -574631.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -574636.687500 Penalty: 4158.522949
	Iteration 27Q: 3 clusters Score -574636.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -574642.437500 Penalty: 4158.522949
	Iteration 28Q: 3 clusters Score -574642.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -574647.750000 Penalty: 4158.522949
	Iteration 29Q: 3 clusters Score -574647.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -574650.875000 Penalty: 4158.522949
	Iteration 30Q: 3 clusters Score -574650.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -574655.437500 Penalty: 4158.522949
	Iteration 31Q: 3 clusters Score -574655.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -574657.937500 Penalty: 4158.522949
	Iteration 32Q: 3 clusters Score -574657.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -574660.812500 Penalty: 4158.522949
	Iteration 33Q: 3 clusters Score -574660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -574666.687500 Penalty: 4158.522949
	Iteration 34Q: 3 clusters Score -574666.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -574670.937500 Penalty: 4158.522949
	Iteration 35Q: 3 clusters Score -574670.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -574674.187500 Penalty: 4158.522949
	Iteration 36Q: 3 clusters Score -574674.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -574679.062500 Penalty: 4158.522949
	Iteration 37Q: 3 clusters Score -574679.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -574685.500000 Penalty: 4158.522949
	Iteration 38Q: 3 clusters Score -574685.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -574689.437500 Penalty: 4158.522949
	Iteration 39Q: 3 clusters Score -574689.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -574693.375000 Penalty: 4158.522949
	Iteration 40F: 3 clusters Score -574693.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -574696.875000 Penalty: 4158.522949
	Iteration 41Q: 3 clusters Score -574696.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -574702.562500 Penalty: 4158.522949
	Iteration 42Q: 3 clusters Score -574702.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -574706.687500 Penalty: 4158.522949
	Iteration 43Q: 3 clusters Score -574706.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -574710.062500 Penalty: 4158.522949
	Iteration 44Q: 3 clusters Score -574710.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -574713.937500 Penalty: 4158.522949
	Iteration 45Q: 3 clusters Score -574713.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -574722.500000 Penalty: 4158.522949
	Iteration 46Q: 3 clusters Score -574722.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -574728.625000 Penalty: 4158.522949
	Iteration 47Q: 3 clusters Score -574728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -574731.687500 Penalty: 4158.522949
	Iteration 48Q: 3 clusters Score -574731.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -574735.500000 Penalty: 4158.522949
	Iteration 49Q: 3 clusters Score -574735.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -574741.937500 Penalty: 4158.522949
	Iteration 50Q: 3 clusters Score -574741.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -574748.875000 Penalty: 4158.522949
	Iteration 51Q: 3 clusters Score -574748.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -574753.875000 Penalty: 4158.522949
	Iteration 52Q: 3 clusters Score -574753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -574757.875000 Penalty: 4158.522949
	Iteration 53Q: 3 clusters Score -574757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -574760.062500 Penalty: 4158.522949
	Iteration 54Q: 3 clusters Score -574760.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -574762.687500 Penalty: 4158.522949
	Iteration 55Q: 3 clusters Score -574762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -574764.250000 Penalty: 4158.522949
	Iteration 56Q: 3 clusters Score -574764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -574766.062500 Penalty: 4158.522949
	Iteration 57Q: 3 clusters Score -574766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -574765.937500 Penalty: 4158.522949
	Iteration 58Q: 3 clusters Score -574765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -574765.937500 Penalty: 4158.522949
	Iteration 59F: 3 clusters Score -574765.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -405708.375000 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -405708.4 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 1563 members 
Entering Unmasked Estep 
Score: -402349.312500 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -402349.3 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -403042.562500 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -403042.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -403195.531250 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -403195.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -403282.562500 Penalty: 3999.279053
	Iteration 3Q: 3 clusters Score -403282.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -403318.531250 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -403318.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -403354.375000 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -403354.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -403375.656250 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -403375.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -403394.375000 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -403394.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -403405.593750 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -403405.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -403413.968750 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -403414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -403422.937500 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -403422.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -403429.875000 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -403429.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -403434.281250 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -403434.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -403438.937500 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -403438.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -403443.343750 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -403443.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -403448.750000 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -403448.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -403455.312500 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -403455.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -403458.375000 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -403458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -403460.656250 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -403460.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -403463.937500 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -403463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -403465.781250 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -403465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -403468.375000 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -403468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -403469.187500 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -403469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -403469.906250 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -403469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -403471.250000 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -403471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -403471.343750 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -403471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -403471.343750 Penalty: 3999.279053
	Iteration 26F: 3 clusters Score -403471.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -104941.507812 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -104941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103126.304688 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103126.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103379.687500 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103379.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103471.226562 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103471.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103530.828125 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -103530.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103567.570312 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -103567.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103589.328125 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -103589.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103614.359375 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -103614.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -103642.773438 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -103642.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103673.851562 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -103673.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103691.562500 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -103691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103705.875000 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -103705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103714.726562 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -103714.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103717.343750 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -103717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103718.640625 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -103718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103718.640625 Penalty: 3343.883545
	Iteration 14F: 3 clusters Score -103718.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Entering Unmasked Estep 
Score: -22201232.000000 Penalty: 2980.104736
	Iteration 0F: 2 clusters Score -2.220123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -22091720.000000 Penalty: 5960.209473
	Iteration 0F: 3 clusters Score -2.209172e+07 nChanged 78915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85120 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -22137160.000000 Penalty: 5960.209473
	Iteration 1F: 3 clusters Score -2.213716e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -22138098.000000 Penalty: 5960.209473
	Iteration 2Q: 3 clusters Score -2.21381e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -22139186.000000 Penalty: 5960.209473
	Iteration 3Q: 3 clusters Score -2.213919e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -22140970.000000 Penalty: 5960.209473
	Iteration 4Q: 3 clusters Score -2.214097e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -22143798.000000 Penalty: 5960.209473
	Iteration 5Q: 3 clusters Score -2.21438e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104935 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -22148348.000000 Penalty: 5960.209473
	Iteration 6F: 3 clusters Score -2.214835e+07 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115498 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -22155734.000000 Penalty: 5960.209473
	Iteration 7F: 3 clusters Score -2.215573e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128824 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -22167162.000000 Penalty: 5960.209473
	Iteration 8F: 3 clusters Score -2.216716e+07 nChanged 14070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -22180052.000000 Penalty: 5960.209473
	Iteration 9F: 3 clusters Score -2.218005e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153857 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -22189802.000000 Penalty: 5960.209473
	Iteration 10F: 3 clusters Score -2.21898e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160120 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -22195116.000000 Penalty: 5960.209473
	Iteration 11Q: 3 clusters Score -2.219512e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162792 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -22197354.000000 Penalty: 5960.209473
	Iteration 12Q: 3 clusters Score -2.219735e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -22198280.000000 Penalty: 5960.209473
	Iteration 13Q: 3 clusters Score -2.219828e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -22198654.000000 Penalty: 5960.209473
	Iteration 14Q: 3 clusters Score -2.219865e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164366 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -22198772.000000 Penalty: 5960.209473
	Iteration 15Q: 3 clusters Score -2.219877e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164431 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -22198944.000000 Penalty: 5960.209473
	Iteration 16Q: 3 clusters Score -2.219894e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164483 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -22199010.000000 Penalty: 5960.209473
	Iteration 17Q: 3 clusters Score -2.219901e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22199070.000000 Penalty: 5960.209473
	Iteration 18Q: 3 clusters Score -2.219907e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164519 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22199090.000000 Penalty: 5960.209473
	Iteration 19Q: 3 clusters Score -2.219909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164533 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -22199090.000000 Penalty: 5960.209473
	Iteration 20F: 3 clusters Score -2.219909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164540 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -22199082.000000 Penalty: 5960.209473
	Iteration 21Q: 3 clusters Score -2.219908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164546 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -22199102.000000 Penalty: 5960.209473
	Iteration 22Q: 3 clusters Score -2.21991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164554 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -22199096.000000 Penalty: 5960.209473
	Iteration 23Q: 3 clusters Score -2.21991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164562 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -22199102.000000 Penalty: 5960.209473
	Iteration 24Q: 3 clusters Score -2.21991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164565 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22199102.000000 Penalty: 5960.209473
	Iteration 25Q: 3 clusters Score -2.21991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164568 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -22199124.000000 Penalty: 5960.209473
	Iteration 26Q: 3 clusters Score -2.219912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -22199124.000000 Penalty: 5960.209473
	Iteration 27Q: 3 clusters Score -2.219912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164577 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22199112.000000 Penalty: 5960.209473
	Iteration 28Q: 3 clusters Score -2.219911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164581 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22199118.000000 Penalty: 5960.209473
	Iteration 29Q: 3 clusters Score -2.219912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164585 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -22199126.000000 Penalty: 5960.209473
	Iteration 30Q: 3 clusters Score -2.219913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164591 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -22199116.000000 Penalty: 5960.209473
	Iteration 31Q: 3 clusters Score -2.219912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164596 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -22199114.000000 Penalty: 5960.209473
	Iteration 32Q: 3 clusters Score -2.219911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164598 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -22199120.000000 Penalty: 5960.209473
	Iteration 33Q: 3 clusters Score -2.219912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164601 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -22199120.000000 Penalty: 5960.209473
	Iteration 34Q: 3 clusters Score -2.219912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164606 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -22199136.000000 Penalty: 5960.209473
	Iteration 35Q: 3 clusters Score -2.219914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164606 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -22199134.000000 Penalty: 5960.209473
	Iteration 36Q: 3 clusters Score -2.219913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164605 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -22199156.000000 Penalty: 5960.209473
	Iteration 37Q: 3 clusters Score -2.219916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164605 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -22199150.000000 Penalty: 5960.209473
	Iteration 38Q: 3 clusters Score -2.219915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164608 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -22199154.000000 Penalty: 5960.209473
	Iteration 39Q: 3 clusters Score -2.219915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164612 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -22199158.000000 Penalty: 5960.209473
	Iteration 40F: 3 clusters Score -2.219916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164608 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -22199166.000000 Penalty: 5960.209473
	Iteration 41Q: 3 clusters Score -2.219917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164607 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -22199170.000000 Penalty: 5960.209473
	Iteration 42Q: 3 clusters Score -2.219917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164606 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -22199172.000000 Penalty: 5960.209473
	Iteration 43Q: 3 clusters Score -2.219917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164606 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -22199172.000000 Penalty: 5960.209473
	Iteration 44F: 3 clusters Score -2.219917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171736 members 
Entering Unmasked Estep 
Score: -23170696.000000 Penalty: 2989.321045
	Iteration 0F: 2 clusters Score -2.31707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 85640 members 
Entering Unmasked Estep 
Score: -23058864.000000 Penalty: 5978.642090
	Iteration 0F: 3 clusters Score -2.305886e+07 nChanged 82590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -23107568.000000 Penalty: 5978.642090
	Iteration 1F: 3 clusters Score -2.310757e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 83193 members 
Entering Unmasked Estep 
Score: -23108586.000000 Penalty: 5978.642090
	Iteration 2Q: 3 clusters Score -2.310859e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90319 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -23109890.000000 Penalty: 5978.642090
	Iteration 3Q: 3 clusters Score -2.310989e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -23111552.000000 Penalty: 5978.642090
	Iteration 4Q: 3 clusters Score -2.311155e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -23113776.000000 Penalty: 5978.642090
	Iteration 5Q: 3 clusters Score -2.311378e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -23117160.000000 Penalty: 5978.642090
	Iteration 6Q: 3 clusters Score -2.311716e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -23121912.000000 Penalty: 5978.642090
	Iteration 7Q: 3 clusters Score -2.312191e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119896 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -23129016.000000 Penalty: 5978.642090
	Iteration 8F: 3 clusters Score -2.312902e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132165 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -23138542.000000 Penalty: 5978.642090
	Iteration 9F: 3 clusters Score -2.313854e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145063 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -23149292.000000 Penalty: 5978.642090
	Iteration 10F: 3 clusters Score -2.314929e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -23158580.000000 Penalty: 5978.642090
	Iteration 11F: 3 clusters Score -2.315858e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163650 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -23164038.000000 Penalty: 5978.642090
	Iteration 12Q: 3 clusters Score -2.316404e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167653 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -23166268.000000 Penalty: 5978.642090
	Iteration 13Q: 3 clusters Score -2.316627e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169431 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -23167240.000000 Penalty: 5978.642090
	Iteration 14Q: 3 clusters Score -2.316724e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170239 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -23167712.000000 Penalty: 5978.642090
	Iteration 15Q: 3 clusters Score -2.316771e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170639 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -23167938.000000 Penalty: 5978.642090
	Iteration 16Q: 3 clusters Score -2.316794e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -23168028.000000 Penalty: 5978.642090
	Iteration 17Q: 3 clusters Score -2.316803e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170942 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -23168100.000000 Penalty: 5978.642090
	Iteration 18Q: 3 clusters Score -2.31681e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171008 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -23168152.000000 Penalty: 5978.642090
	Iteration 19Q: 3 clusters Score -2.316815e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -23168178.000000 Penalty: 5978.642090
	Iteration 20F: 3 clusters Score -2.316818e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171070 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23168196.000000 Penalty: 5978.642090
	Iteration 21Q: 3 clusters Score -2.31682e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171090 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -23168214.000000 Penalty: 5978.642090
	Iteration 22Q: 3 clusters Score -2.316821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171102 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23168242.000000 Penalty: 5978.642090
	Iteration 23Q: 3 clusters Score -2.316824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171111 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -23168254.000000 Penalty: 5978.642090
	Iteration 24Q: 3 clusters Score -2.316825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171118 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -23168258.000000 Penalty: 5978.642090
	Iteration 25Q: 3 clusters Score -2.316826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171122 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -23168254.000000 Penalty: 5978.642090
	Iteration 26Q: 3 clusters Score -2.316825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171124 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -23168256.000000 Penalty: 5978.642090
	Iteration 27Q: 3 clusters Score -2.316826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171126 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -23168254.000000 Penalty: 5978.642090
	Iteration 28Q: 3 clusters Score -2.316825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171126 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -23168254.000000 Penalty: 5978.642090
	Iteration 29F: 3 clusters Score -2.316825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Entering Unmasked Estep 
Score: -842075.187500 Penalty: 2166.210938
	Iteration 0F: 2 clusters Score -842075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -836819.562500 Penalty: 4332.421875
	Iteration 0F: 3 clusters Score -836819.6 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -838220.500000 Penalty: 4332.421875
	Iteration 1F: 3 clusters Score -838220.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -838447.875000 Penalty: 4332.421875
	Iteration 2F: 3 clusters Score -838447.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -838592.750000 Penalty: 4332.421875
	Iteration 3Q: 3 clusters Score -838592.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -838713.687500 Penalty: 4332.421875
	Iteration 4Q: 3 clusters Score -838713.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -838824.250000 Penalty: 4332.421875
	Iteration 5Q: 3 clusters Score -838824.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -838917.562500 Penalty: 4332.421875
	Iteration 6Q: 3 clusters Score -838917.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -839015.750000 Penalty: 4332.421875
	Iteration 7Q: 3 clusters Score -839015.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -839115.125000 Penalty: 4332.421875
	Iteration 8Q: 3 clusters Score -839115.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -839229.812500 Penalty: 4332.421875
	Iteration 9Q: 3 clusters Score -839229.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -839368.812500 Penalty: 4332.421875
	Iteration 10Q: 3 clusters Score -839368.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -839551.937500 Penalty: 4332.421875
	Iteration 11Q: 3 clusters Score -839551.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -839791.062500 Penalty: 4332.421875
	Iteration 12Q: 3 clusters Score -839791.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -840009.500000 Penalty: 4332.421875
	Iteration 13Q: 3 clusters Score -840009.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -840189.500000 Penalty: 4332.421875
	Iteration 14Q: 3 clusters Score -840189.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -840331.250000 Penalty: 4332.421875
	Iteration 15Q: 3 clusters Score -840331.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -840429.000000 Penalty: 4332.421875
	Iteration 16Q: 3 clusters Score -840429 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -840511.000000 Penalty: 4332.421875
	Iteration 17Q: 3 clusters Score -840511 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -840581.875000 Penalty: 4332.421875
	Iteration 18Q: 3 clusters Score -840581.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -840635.437500 Penalty: 4332.421875
	Iteration 19Q: 3 clusters Score -840635.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -840676.312500 Penalty: 4332.421875
	Iteration 20F: 3 clusters Score -840676.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -840710.875000 Penalty: 4332.421875
	Iteration 21Q: 3 clusters Score -840710.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -840738.312500 Penalty: 4332.421875
	Iteration 22Q: 3 clusters Score -840738.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -840767.937500 Penalty: 4332.421875
	Iteration 23Q: 3 clusters Score -840767.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -840798.187500 Penalty: 4332.421875
	Iteration 24Q: 3 clusters Score -840798.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -840843.437500 Penalty: 4332.421875
	Iteration 25Q: 3 clusters Score -840843.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -840892.375000 Penalty: 4332.421875
	Iteration 26Q: 3 clusters Score -840892.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -840953.875000 Penalty: 4332.421875
	Iteration 27Q: 3 clusters Score -840953.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -841032.250000 Penalty: 4332.421875
	Iteration 28Q: 3 clusters Score -841032.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -841085.687500 Penalty: 4332.421875
	Iteration 29Q: 3 clusters Score -841085.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -841127.187500 Penalty: 4332.421875
	Iteration 30Q: 3 clusters Score -841127.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -841163.000000 Penalty: 4332.421875
	Iteration 31Q: 3 clusters Score -841163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -841181.562500 Penalty: 4332.421875
	Iteration 32Q: 3 clusters Score -841181.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -841195.875000 Penalty: 4332.421875
	Iteration 33Q: 3 clusters Score -841195.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -841202.687500 Penalty: 4332.421875
	Iteration 34Q: 3 clusters Score -841202.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -841208.500000 Penalty: 4332.421875
	Iteration 35Q: 3 clusters Score -841208.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -841209.375000 Penalty: 4332.421875
	Iteration 36Q: 3 clusters Score -841209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -841209.375000 Penalty: 4332.421875
	Iteration 37Q: 3 clusters Score -841209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -841209.375000 Penalty: 4332.421875
	Iteration 38F: 3 clusters Score -841209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Entering Unmasked Estep 
Score: -20865122.000000 Penalty: 2964.246094
	Iteration 0F: 2 clusters Score -2.086512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -20762090.000000 Penalty: 5928.492188
	Iteration 0F: 3 clusters Score -2.076209e+07 nChanged 74201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -20805272.000000 Penalty: 5928.492188
	Iteration 1F: 3 clusters Score -2.080527e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 74375 members 
Entering Unmasked Estep 
Score: -20806816.000000 Penalty: 5928.492188
	Iteration 2Q: 3 clusters Score -2.080682e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83084 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -20808758.000000 Penalty: 5928.492188
	Iteration 3Q: 3 clusters Score -2.080876e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -20811924.000000 Penalty: 5928.492188
	Iteration 4Q: 3 clusters Score -2.081192e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -20816892.000000 Penalty: 5928.492188
	Iteration 5F: 3 clusters Score -2.081689e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -20823684.000000 Penalty: 5928.492188
	Iteration 6F: 3 clusters Score -2.082368e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -20832154.000000 Penalty: 5928.492188
	Iteration 7F: 3 clusters Score -2.083215e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -20841030.000000 Penalty: 5928.492188
	Iteration 8F: 3 clusters Score -2.084103e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112344 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -20846820.000000 Penalty: 5928.492188
	Iteration 9F: 3 clusters Score -2.084682e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -20849488.000000 Penalty: 5928.492188
	Iteration 10Q: 3 clusters Score -2.084949e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118071 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -20851064.000000 Penalty: 5928.492188
	Iteration 11Q: 3 clusters Score -2.085106e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -20852200.000000 Penalty: 5928.492188
	Iteration 12Q: 3 clusters Score -2.08522e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123048 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -20853170.000000 Penalty: 5928.492188
	Iteration 13Q: 3 clusters Score -2.085317e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125327 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -20853942.000000 Penalty: 5928.492188
	Iteration 14Q: 3 clusters Score -2.085394e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -20854838.000000 Penalty: 5928.492188
	Iteration 15Q: 3 clusters Score -2.085484e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -20855650.000000 Penalty: 5928.492188
	Iteration 16Q: 3 clusters Score -2.085565e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131606 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -20856406.000000 Penalty: 5928.492188
	Iteration 17Q: 3 clusters Score -2.085641e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133459 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -20857202.000000 Penalty: 5928.492188
	Iteration 18Q: 3 clusters Score -2.08572e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135142 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -20857636.000000 Penalty: 5928.492188
	Iteration 19Q: 3 clusters Score -2.085764e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136713 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -20858174.000000 Penalty: 5928.492188
	Iteration 20F: 3 clusters Score -2.085817e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138180 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -20858684.000000 Penalty: 5928.492188
	Iteration 21Q: 3 clusters Score -2.085868e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139618 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -20859180.000000 Penalty: 5928.492188
	Iteration 22Q: 3 clusters Score -2.085918e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140994 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -20859662.000000 Penalty: 5928.492188
	Iteration 23Q: 3 clusters Score -2.085966e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142216 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -20860146.000000 Penalty: 5928.492188
	Iteration 24Q: 3 clusters Score -2.086015e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143329 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -20860544.000000 Penalty: 5928.492188
	Iteration 25Q: 3 clusters Score -2.086054e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144322 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -20860858.000000 Penalty: 5928.492188
	Iteration 26Q: 3 clusters Score -2.086086e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145223 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -20861118.000000 Penalty: 5928.492188
	Iteration 27Q: 3 clusters Score -2.086112e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146051 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -20861392.000000 Penalty: 5928.492188
	Iteration 28Q: 3 clusters Score -2.086139e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146826 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -20861626.000000 Penalty: 5928.492188
	Iteration 29Q: 3 clusters Score -2.086163e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147543 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -20861798.000000 Penalty: 5928.492188
	Iteration 30Q: 3 clusters Score -2.08618e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148191 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -20861962.000000 Penalty: 5928.492188
	Iteration 31Q: 3 clusters Score -2.086196e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148772 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -20862124.000000 Penalty: 5928.492188
	Iteration 32Q: 3 clusters Score -2.086212e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -20862206.000000 Penalty: 5928.492188
	Iteration 33Q: 3 clusters Score -2.086221e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -20862298.000000 Penalty: 5928.492188
	Iteration 34Q: 3 clusters Score -2.08623e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150228 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -20862424.000000 Penalty: 5928.492188
	Iteration 35Q: 3 clusters Score -2.086242e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150639 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -20862594.000000 Penalty: 5928.492188
	Iteration 36Q: 3 clusters Score -2.086259e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -20862730.000000 Penalty: 5928.492188
	Iteration 37Q: 3 clusters Score -2.086273e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151349 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -20862722.000000 Penalty: 5928.492188
	Iteration 38Q: 3 clusters Score -2.086272e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151651 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -20862850.000000 Penalty: 5928.492188
	Iteration 39Q: 3 clusters Score -2.086285e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151901 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -20862872.000000 Penalty: 5928.492188
	Iteration 40F: 3 clusters Score -2.086287e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152125 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -20862896.000000 Penalty: 5928.492188
	Iteration 41Q: 3 clusters Score -2.08629e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152304 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -20862988.000000 Penalty: 5928.492188
	Iteration 42Q: 3 clusters Score -2.086299e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152461 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -20863008.000000 Penalty: 5928.492188
	Iteration 43Q: 3 clusters Score -2.086301e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152590 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -20863016.000000 Penalty: 5928.492188
	Iteration 44Q: 3 clusters Score -2.086302e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152696 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -20863010.000000 Penalty: 5928.492188
	Iteration 45Q: 3 clusters Score -2.086301e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152783 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -20863014.000000 Penalty: 5928.492188
	Iteration 46Q: 3 clusters Score -2.086301e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152861 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -20863002.000000 Penalty: 5928.492188
	Iteration 47Q: 3 clusters Score -2.0863e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152938 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -20863008.000000 Penalty: 5928.492188
	Iteration 48Q: 3 clusters Score -2.086301e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -20863016.000000 Penalty: 5928.492188
	Iteration 49Q: 3 clusters Score -2.086302e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153037 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -20863014.000000 Penalty: 5928.492188
	Iteration 50Q: 3 clusters Score -2.086301e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153075 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -20863018.000000 Penalty: 5928.492188
	Iteration 51Q: 3 clusters Score -2.086302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153107 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -20863032.000000 Penalty: 5928.492188
	Iteration 52Q: 3 clusters Score -2.086303e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153140 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -20863060.000000 Penalty: 5928.492188
	Iteration 53Q: 3 clusters Score -2.086306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153170 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -20863062.000000 Penalty: 5928.492188
	Iteration 54Q: 3 clusters Score -2.086306e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153202 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -20863096.000000 Penalty: 5928.492188
	Iteration 55Q: 3 clusters Score -2.08631e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153231 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -20863078.000000 Penalty: 5928.492188
	Iteration 56Q: 3 clusters Score -2.086308e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153264 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -20863072.000000 Penalty: 5928.492188
	Iteration 57Q: 3 clusters Score -2.086307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -20863046.000000 Penalty: 5928.492188
	Iteration 58Q: 3 clusters Score -2.086305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153317 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -20863056.000000 Penalty: 5928.492188
	Iteration 59Q: 3 clusters Score -2.086306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -20863060.000000 Penalty: 5928.492188
	Iteration 60F: 3 clusters Score -2.086306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153343 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -20863058.000000 Penalty: 5928.492188
	Iteration 61Q: 3 clusters Score -2.086306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153353 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -20863062.000000 Penalty: 5928.492188
	Iteration 62Q: 3 clusters Score -2.086306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153361 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -20863062.000000 Penalty: 5928.492188
	Iteration 63Q: 3 clusters Score -2.086306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153375 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -20863062.000000 Penalty: 5928.492188
	Iteration 64Q: 3 clusters Score -2.086306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153387 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -20863070.000000 Penalty: 5928.492188
	Iteration 65Q: 3 clusters Score -2.086307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -20863066.000000 Penalty: 5928.492188
	Iteration 66Q: 3 clusters Score -2.086307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153420 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -20863074.000000 Penalty: 5928.492188
	Iteration 67Q: 3 clusters Score -2.086307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153439 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -20863062.000000 Penalty: 5928.492188
	Iteration 68Q: 3 clusters Score -2.086306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153451 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -20863054.000000 Penalty: 5928.492188
	Iteration 69Q: 3 clusters Score -2.086305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153462 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -20863040.000000 Penalty: 5928.492188
	Iteration 70Q: 3 clusters Score -2.086304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153469 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -20863068.000000 Penalty: 5928.492188
	Iteration 71Q: 3 clusters Score -2.086307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -20863056.000000 Penalty: 5928.492188
	Iteration 72Q: 3 clusters Score -2.086306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -20863058.000000 Penalty: 5928.492188
	Iteration 73Q: 3 clusters Score -2.086306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153500 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -20863082.000000 Penalty: 5928.492188
	Iteration 74Q: 3 clusters Score -2.086308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153518 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -20863074.000000 Penalty: 5928.492188
	Iteration 75Q: 3 clusters Score -2.086307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -20863072.000000 Penalty: 5928.492188
	Iteration 76Q: 3 clusters Score -2.086307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153535 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -20863082.000000 Penalty: 5928.492188
	Iteration 77Q: 3 clusters Score -2.086308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153548 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -20863092.000000 Penalty: 5928.492188
	Iteration 78Q: 3 clusters Score -2.086309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20863062.000000 Penalty: 5928.492188
	Iteration 79Q: 3 clusters Score -2.086306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153562 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -20863064.000000 Penalty: 5928.492188
	Iteration 80F: 3 clusters Score -2.086306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153564 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -20863068.000000 Penalty: 5928.492188
	Iteration 81Q: 3 clusters Score -2.086307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153566 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20863054.000000 Penalty: 5928.492188
	Iteration 82Q: 3 clusters Score -2.086305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -20863058.000000 Penalty: 5928.492188
	Iteration 83Q: 3 clusters Score -2.086306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153570 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -20863050.000000 Penalty: 5928.492188
	Iteration 84Q: 3 clusters Score -2.086305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153573 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -20863064.000000 Penalty: 5928.492188
	Iteration 85Q: 3 clusters Score -2.086306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153576 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -20863068.000000 Penalty: 5928.492188
	Iteration 86Q: 3 clusters Score -2.086307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153578 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -20863080.000000 Penalty: 5928.492188
	Iteration 87Q: 3 clusters Score -2.086308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153580 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -20863072.000000 Penalty: 5928.492188
	Iteration 88Q: 3 clusters Score -2.086307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153580 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -20863072.000000 Penalty: 5928.492188
	Iteration 89F: 3 clusters Score -2.086307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -184476.859375 Penalty: 1811.019165
	Iteration 0F: 2 clusters Score -184476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -182211.296875 Penalty: 3622.038330
	Iteration 0F: 3 clusters Score -182211.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -182661.171875 Penalty: 3622.038330
	Iteration 1F: 3 clusters Score -182661.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -182811.187500 Penalty: 3622.038330
	Iteration 2F: 3 clusters Score -182811.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182937.093750 Penalty: 3622.038330
	Iteration 3F: 3 clusters Score -182937.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -183099.875000 Penalty: 3622.038330
	Iteration 4F: 3 clusters Score -183099.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -183250.015625 Penalty: 3622.038330
	Iteration 5F: 3 clusters Score -183250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -183397.296875 Penalty: 3622.038330
	Iteration 6Q: 3 clusters Score -183397.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -183525.578125 Penalty: 3622.038330
	Iteration 7Q: 3 clusters Score -183525.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -183638.687500 Penalty: 3622.038330
	Iteration 8Q: 3 clusters Score -183638.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183720.671875 Penalty: 3622.038330
	Iteration 9Q: 3 clusters Score -183720.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -183810.187500 Penalty: 3622.038330
	Iteration 10Q: 3 clusters Score -183810.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -183883.687500 Penalty: 3622.038330
	Iteration 11Q: 3 clusters Score -183883.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -183944.843750 Penalty: 3622.038330
	Iteration 12Q: 3 clusters Score -183944.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -183982.828125 Penalty: 3622.038330
	Iteration 13Q: 3 clusters Score -183982.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -184045.437500 Penalty: 3622.038330
	Iteration 14Q: 3 clusters Score -184045.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -184117.515625 Penalty: 3622.038330
	Iteration 15Q: 3 clusters Score -184117.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -184179.640625 Penalty: 3622.038330
	Iteration 16Q: 3 clusters Score -184179.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -184237.781250 Penalty: 3622.038330
	Iteration 17Q: 3 clusters Score -184237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -184276.281250 Penalty: 3622.038330
	Iteration 18Q: 3 clusters Score -184276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -184329.609375 Penalty: 3622.038330
	Iteration 19Q: 3 clusters Score -184329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -184421.515625 Penalty: 3622.038330
	Iteration 20F: 3 clusters Score -184421.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -184509.937500 Penalty: 3622.038330
	Iteration 21Q: 3 clusters Score -184509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -184517.015625 Penalty: 3622.038330
	Iteration 22Q: 3 clusters Score -184517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184520.984375 Penalty: 3622.038330
	Iteration 23Q: 3 clusters Score -184521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -184526.187500 Penalty: 3622.038330
	Iteration 24Q: 3 clusters Score -184526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -184527.500000 Penalty: 3622.038330
	Iteration 25Q: 3 clusters Score -184527.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184529.062500 Penalty: 3622.038330
	Iteration 26Q: 3 clusters Score -184529.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184529.062500 Penalty: 3622.038330
	Iteration 27F: 3 clusters Score -184529.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38670 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46048 members 
Mstep: Class 7 contains 18566 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165471 members 
Mstep: Class 12 contains 171736 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 155221 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 199532 members 
Mstep: Class 17 contains 192892 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 54006 members 
Mstep: Class 21 contains 31520 members 
Mstep: Class 22 contains 829 members 
Entering Unmasked Estep 
Score: -144348960.000000 Penalty: 75875.242188
Splitting cluster 15 changes total score from -144349184.000000 to -144348960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (199532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199532 members 
Entering Unmasked Estep 
Score: -26682764.000000 Penalty: 3026.524902
	Iteration 0F: 2 clusters Score -2.668276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -26554096.000000 Penalty: 6053.049805
	Iteration 0F: 3 clusters Score -2.65541e+07 nChanged 96031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106233 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -26610170.000000 Penalty: 6053.049805
	Iteration 1F: 3 clusters Score -2.661017e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 89441 members 
Entering Unmasked Estep 
Score: -26612134.000000 Penalty: 6053.049805
	Iteration 2Q: 3 clusters Score -2.661213e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116065 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -26614886.000000 Penalty: 6053.049805
	Iteration 3Q: 3 clusters Score -2.661489e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125045 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -26620294.000000 Penalty: 6053.049805
	Iteration 4F: 3 clusters Score -2.662029e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137625 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -26629874.000000 Penalty: 6053.049805
	Iteration 5F: 3 clusters Score -2.662987e+07 nChanged 16679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -26644054.000000 Penalty: 6053.049805
	Iteration 6F: 3 clusters Score -2.664405e+07 nChanged 16048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168672 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -26658454.000000 Penalty: 6053.049805
	Iteration 7F: 3 clusters Score -2.665845e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179673 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -26668674.000000 Penalty: 6053.049805
	Iteration 8F: 3 clusters Score -2.666867e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185346 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -26674742.000000 Penalty: 6053.049805
	Iteration 9Q: 3 clusters Score -2.667474e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187874 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -26677706.000000 Penalty: 6053.049805
	Iteration 10Q: 3 clusters Score -2.667771e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189185 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -26679020.000000 Penalty: 6053.049805
	Iteration 11Q: 3 clusters Score -2.667902e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190001 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -26679554.000000 Penalty: 6053.049805
	Iteration 12Q: 3 clusters Score -2.667955e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190698 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -26679912.000000 Penalty: 6053.049805
	Iteration 13Q: 3 clusters Score -2.667991e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191270 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -26680134.000000 Penalty: 6053.049805
	Iteration 14Q: 3 clusters Score -2.668013e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191730 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -26680274.000000 Penalty: 6053.049805
	Iteration 15Q: 3 clusters Score -2.668027e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192113 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -26680364.000000 Penalty: 6053.049805
	Iteration 16Q: 3 clusters Score -2.668036e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192455 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -26680480.000000 Penalty: 6053.049805
	Iteration 17Q: 3 clusters Score -2.668048e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192757 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -26680548.000000 Penalty: 6053.049805
	Iteration 18Q: 3 clusters Score -2.668055e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193008 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -26680546.000000 Penalty: 6053.049805
	Iteration 19Q: 3 clusters Score -2.668055e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193229 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -26680570.000000 Penalty: 6053.049805
	Iteration 20F: 3 clusters Score -2.668057e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193438 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -26680582.000000 Penalty: 6053.049805
	Iteration 21Q: 3 clusters Score -2.668058e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193626 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -26680654.000000 Penalty: 6053.049805
	Iteration 22Q: 3 clusters Score -2.668065e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193820 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -26680682.000000 Penalty: 6053.049805
	Iteration 23Q: 3 clusters Score -2.668068e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193980 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -26680696.000000 Penalty: 6053.049805
	Iteration 24Q: 3 clusters Score -2.66807e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194129 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -26680772.000000 Penalty: 6053.049805
	Iteration 25Q: 3 clusters Score -2.668077e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194262 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -26680734.000000 Penalty: 6053.049805
	Iteration 26Q: 3 clusters Score -2.668073e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194395 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -26680684.000000 Penalty: 6053.049805
	Iteration 27Q: 3 clusters Score -2.668068e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194490 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -26680742.000000 Penalty: 6053.049805
	Iteration 28Q: 3 clusters Score -2.668074e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194587 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -26680740.000000 Penalty: 6053.049805
	Iteration 29Q: 3 clusters Score -2.668074e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194669 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -26680764.000000 Penalty: 6053.049805
	Iteration 30Q: 3 clusters Score -2.668076e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194738 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -26680752.000000 Penalty: 6053.049805
	Iteration 31Q: 3 clusters Score -2.668075e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194814 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -26680754.000000 Penalty: 6053.049805
	Iteration 32Q: 3 clusters Score -2.668075e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194879 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -26680744.000000 Penalty: 6053.049805
	Iteration 33Q: 3 clusters Score -2.668074e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194943 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -26680792.000000 Penalty: 6053.049805
	Iteration 34Q: 3 clusters Score -2.668079e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194996 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -26680758.000000 Penalty: 6053.049805
	Iteration 35Q: 3 clusters Score -2.668076e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195059 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -26680770.000000 Penalty: 6053.049805
	Iteration 36Q: 3 clusters Score -2.668077e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195112 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -26680814.000000 Penalty: 6053.049805
	Iteration 37Q: 3 clusters Score -2.668081e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195165 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -26680812.000000 Penalty: 6053.049805
	Iteration 38Q: 3 clusters Score -2.668081e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195211 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -26680836.000000 Penalty: 6053.049805
	Iteration 39Q: 3 clusters Score -2.668084e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195250 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -26680840.000000 Penalty: 6053.049805
	Iteration 40F: 3 clusters Score -2.668084e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195277 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -26680820.000000 Penalty: 6053.049805
	Iteration 41Q: 3 clusters Score -2.668082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195303 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -26680818.000000 Penalty: 6053.049805
	Iteration 42Q: 3 clusters Score -2.668082e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195328 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -26680822.000000 Penalty: 6053.049805
	Iteration 43Q: 3 clusters Score -2.668082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195348 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -26680832.000000 Penalty: 6053.049805
	Iteration 44Q: 3 clusters Score -2.668083e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195373 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -26680858.000000 Penalty: 6053.049805
	Iteration 45Q: 3 clusters Score -2.668086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195393 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -26680850.000000 Penalty: 6053.049805
	Iteration 46Q: 3 clusters Score -2.668085e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195413 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -26680850.000000 Penalty: 6053.049805
	Iteration 47Q: 3 clusters Score -2.668085e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195435 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -26680890.000000 Penalty: 6053.049805
	Iteration 48Q: 3 clusters Score -2.668089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195447 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -26680864.000000 Penalty: 6053.049805
	Iteration 49Q: 3 clusters Score -2.668086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195455 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -26680856.000000 Penalty: 6053.049805
	Iteration 50Q: 3 clusters Score -2.668086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195467 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -26680876.000000 Penalty: 6053.049805
	Iteration 51Q: 3 clusters Score -2.668088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195477 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -26680854.000000 Penalty: 6053.049805
	Iteration 52Q: 3 clusters Score -2.668085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195480 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -26680862.000000 Penalty: 6053.049805
	Iteration 53Q: 3 clusters Score -2.668086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195485 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -26680858.000000 Penalty: 6053.049805
	Iteration 54Q: 3 clusters Score -2.668086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195487 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -26680844.000000 Penalty: 6053.049805
	Iteration 55Q: 3 clusters Score -2.668084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195492 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -26680874.000000 Penalty: 6053.049805
	Iteration 56Q: 3 clusters Score -2.668087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195502 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -26680860.000000 Penalty: 6053.049805
	Iteration 57Q: 3 clusters Score -2.668086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195511 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -26680884.000000 Penalty: 6053.049805
	Iteration 58Q: 3 clusters Score -2.668088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195515 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -26680880.000000 Penalty: 6053.049805
	Iteration 59Q: 3 clusters Score -2.668088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195526 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -26680878.000000 Penalty: 6053.049805
	Iteration 60F: 3 clusters Score -2.668088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195530 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -26680904.000000 Penalty: 6053.049805
	Iteration 61Q: 3 clusters Score -2.66809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195533 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -26680898.000000 Penalty: 6053.049805
	Iteration 62Q: 3 clusters Score -2.66809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195538 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -26680882.000000 Penalty: 6053.049805
	Iteration 63Q: 3 clusters Score -2.668088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195545 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -26680874.000000 Penalty: 6053.049805
	Iteration 64Q: 3 clusters Score -2.668087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195548 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -26680884.000000 Penalty: 6053.049805
	Iteration 65Q: 3 clusters Score -2.668088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195557 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -26680892.000000 Penalty: 6053.049805
	Iteration 66Q: 3 clusters Score -2.668089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195559 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -26680914.000000 Penalty: 6053.049805
	Iteration 67Q: 3 clusters Score -2.668091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195559 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -26680918.000000 Penalty: 6053.049805
	Iteration 68Q: 3 clusters Score -2.668092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195561 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -26680910.000000 Penalty: 6053.049805
	Iteration 69Q: 3 clusters Score -2.668091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195563 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -26680894.000000 Penalty: 6053.049805
	Iteration 70Q: 3 clusters Score -2.668089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195565 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -26680894.000000 Penalty: 6053.049805
	Iteration 71Q: 3 clusters Score -2.668089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195565 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -26680894.000000 Penalty: 6053.049805
	Iteration 72F: 3 clusters Score -2.668089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (192892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192892 members 
Entering Unmasked Estep 
Score: -25814550.000000 Penalty: 3018.131592
	Iteration 0F: 2 clusters Score -2.581455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96221 members 
Mstep: Class 2 contains 96671 members 
Entering Unmasked Estep 
Score: -25691834.000000 Penalty: 6036.263184
	Iteration 0F: 3 clusters Score -2.569183e+07 nChanged 92573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -25746312.000000 Penalty: 6036.263184
	Iteration 1F: 3 clusters Score -2.574631e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -25747478.000000 Penalty: 6036.263184
	Iteration 2Q: 3 clusters Score -2.574748e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
Score: -25749046.000000 Penalty: 6036.263184
	Iteration 3Q: 3 clusters Score -2.574905e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -25751366.000000 Penalty: 6036.263184
	Iteration 4Q: 3 clusters Score -2.575137e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 103418 members 
Entering Unmasked Estep 
Score: -25754960.000000 Penalty: 6036.263184
	Iteration 5Q: 3 clusters Score -2.575496e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -25759872.000000 Penalty: 6036.263184
	Iteration 6Q: 3 clusters Score -2.575987e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -25765822.000000 Penalty: 6036.263184
	Iteration 7F: 3 clusters Score -2.576582e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 112403 members 
Entering Unmasked Estep 
Score: -25772484.000000 Penalty: 6036.263184
	Iteration 8F: 3 clusters Score -2.577248e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -25778488.000000 Penalty: 6036.263184
	Iteration 9F: 3 clusters Score -2.577849e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 116944 members 
Entering Unmasked Estep 
Score: -25783776.000000 Penalty: 6036.263184
	Iteration 10F: 3 clusters Score -2.578378e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 117832 members 
Entering Unmasked Estep 
Score: -25787840.000000 Penalty: 6036.263184
	Iteration 11Q: 3 clusters Score -2.578784e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 118098 members 
Entering Unmasked Estep 
Score: -25789988.000000 Penalty: 6036.263184
	Iteration 12Q: 3 clusters Score -2.578999e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 118255 members 
Entering Unmasked Estep 
Score: -25791094.000000 Penalty: 6036.263184
	Iteration 13Q: 3 clusters Score -2.579109e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 118369 members 
Entering Unmasked Estep 
Score: -25791460.000000 Penalty: 6036.263184
	Iteration 14Q: 3 clusters Score -2.579146e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 118476 members 
Entering Unmasked Estep 
Score: -25791652.000000 Penalty: 6036.263184
	Iteration 15Q: 3 clusters Score -2.579165e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -25791842.000000 Penalty: 6036.263184
	Iteration 16Q: 3 clusters Score -2.579184e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -25791978.000000 Penalty: 6036.263184
	Iteration 17Q: 3 clusters Score -2.579198e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 118429 members 
Entering Unmasked Estep 
Score: -25792168.000000 Penalty: 6036.263184
	Iteration 18Q: 3 clusters Score -2.579217e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 118340 members 
Entering Unmasked Estep 
Score: -25792304.000000 Penalty: 6036.263184
	Iteration 19Q: 3 clusters Score -2.57923e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 118256 members 
Entering Unmasked Estep 
Score: -25792474.000000 Penalty: 6036.263184
	Iteration 20F: 3 clusters Score -2.579247e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 118170 members 
Entering Unmasked Estep 
Score: -25792634.000000 Penalty: 6036.263184
	Iteration 21Q: 3 clusters Score -2.579263e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 118110 members 
Entering Unmasked Estep 
Score: -25792710.000000 Penalty: 6036.263184
	Iteration 22Q: 3 clusters Score -2.579271e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 118003 members 
Entering Unmasked Estep 
Score: -25792762.000000 Penalty: 6036.263184
	Iteration 23Q: 3 clusters Score -2.579276e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 117899 members 
Entering Unmasked Estep 
Score: -25792836.000000 Penalty: 6036.263184
	Iteration 24Q: 3 clusters Score -2.579284e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 117783 members 
Entering Unmasked Estep 
Score: -25792902.000000 Penalty: 6036.263184
	Iteration 25Q: 3 clusters Score -2.57929e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 117692 members 
Entering Unmasked Estep 
Score: -25792950.000000 Penalty: 6036.263184
	Iteration 26Q: 3 clusters Score -2.579295e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -25793024.000000 Penalty: 6036.263184
	Iteration 27Q: 3 clusters Score -2.579302e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 117416 members 
Entering Unmasked Estep 
Score: -25793194.000000 Penalty: 6036.263184
	Iteration 28Q: 3 clusters Score -2.579319e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 117230 members 
Entering Unmasked Estep 
Score: -25793102.000000 Penalty: 6036.263184
	Iteration 29Q: 3 clusters Score -2.57931e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 117058 members 
Entering Unmasked Estep 
Score: -25793114.000000 Penalty: 6036.263184
	Iteration 30Q: 3 clusters Score -2.579311e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76028 members 
Mstep: Class 2 contains 116864 members 
Entering Unmasked Estep 
Score: -25793242.000000 Penalty: 6036.263184
	Iteration 31Q: 3 clusters Score -2.579324e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 116605 members 
Entering Unmasked Estep 
Score: -25793286.000000 Penalty: 6036.263184
	Iteration 32Q: 3 clusters Score -2.579329e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 116324 members 
Entering Unmasked Estep 
Score: -25793352.000000 Penalty: 6036.263184
	Iteration 33Q: 3 clusters Score -2.579335e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 116005 members 
Entering Unmasked Estep 
Score: -25793414.000000 Penalty: 6036.263184
	Iteration 34Q: 3 clusters Score -2.579341e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 115677 members 
Entering Unmasked Estep 
Score: -25793492.000000 Penalty: 6036.263184
	Iteration 35Q: 3 clusters Score -2.579349e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -25793562.000000 Penalty: 6036.263184
	Iteration 36Q: 3 clusters Score -2.579356e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -25793652.000000 Penalty: 6036.263184
	Iteration 37Q: 3 clusters Score -2.579365e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 114561 members 
Entering Unmasked Estep 
Score: -25793696.000000 Penalty: 6036.263184
	Iteration 38Q: 3 clusters Score -2.57937e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -25793734.000000 Penalty: 6036.263184
	Iteration 39Q: 3 clusters Score -2.579373e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 113774 members 
Entering Unmasked Estep 
Score: -25793778.000000 Penalty: 6036.263184
	Iteration 40F: 3 clusters Score -2.579378e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -25793856.000000 Penalty: 6036.263184
	Iteration 41Q: 3 clusters Score -2.579386e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 112925 members 
Entering Unmasked Estep 
Score: -25793908.000000 Penalty: 6036.263184
	Iteration 42Q: 3 clusters Score -2.579391e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 112501 members 
Entering Unmasked Estep 
Score: -25794050.000000 Penalty: 6036.263184
	Iteration 43Q: 3 clusters Score -2.579405e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 112106 members 
Entering Unmasked Estep 
Score: -25794022.000000 Penalty: 6036.263184
	Iteration 44Q: 3 clusters Score -2.579402e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 111667 members 
Entering Unmasked Estep 
Score: -25794026.000000 Penalty: 6036.263184
	Iteration 45Q: 3 clusters Score -2.579403e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 111200 members 
Entering Unmasked Estep 
Score: -25794132.000000 Penalty: 6036.263184
	Iteration 46Q: 3 clusters Score -2.579413e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -25794222.000000 Penalty: 6036.263184
	Iteration 47Q: 3 clusters Score -2.579422e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 110187 members 
Entering Unmasked Estep 
Score: -25794212.000000 Penalty: 6036.263184
	Iteration 48Q: 3 clusters Score -2.579421e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83270 members 
Mstep: Class 2 contains 109622 members 
Entering Unmasked Estep 
Score: -25794236.000000 Penalty: 6036.263184
	Iteration 49Q: 3 clusters Score -2.579424e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 109020 members 
Entering Unmasked Estep 
Score: -25794346.000000 Penalty: 6036.263184
	Iteration 50Q: 3 clusters Score -2.579435e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -25794396.000000 Penalty: 6036.263184
	Iteration 51Q: 3 clusters Score -2.57944e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -25794440.000000 Penalty: 6036.263184
	Iteration 52Q: 3 clusters Score -2.579444e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 107211 members 
Entering Unmasked Estep 
Score: -25794562.000000 Penalty: 6036.263184
	Iteration 53Q: 3 clusters Score -2.579456e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -25794608.000000 Penalty: 6036.263184
	Iteration 54Q: 3 clusters Score -2.579461e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 105850 members 
Entering Unmasked Estep 
Score: -25794648.000000 Penalty: 6036.263184
	Iteration 55Q: 3 clusters Score -2.579465e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 105136 members 
Entering Unmasked Estep 
Score: -25794820.000000 Penalty: 6036.263184
	Iteration 56Q: 3 clusters Score -2.579482e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 104457 members 
Entering Unmasked Estep 
Score: -25794850.000000 Penalty: 6036.263184
	Iteration 57Q: 3 clusters Score -2.579485e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 103780 members 
Entering Unmasked Estep 
Score: -25794872.000000 Penalty: 6036.263184
	Iteration 58Q: 3 clusters Score -2.579487e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 103149 members 
Entering Unmasked Estep 
Score: -25794904.000000 Penalty: 6036.263184
	Iteration 59Q: 3 clusters Score -2.57949e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90342 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -25794960.000000 Penalty: 6036.263184
	Iteration 60F: 3 clusters Score -2.579496e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90930 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -25794978.000000 Penalty: 6036.263184
	Iteration 61Q: 3 clusters Score -2.579498e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -25794976.000000 Penalty: 6036.263184
	Iteration 62Q: 3 clusters Score -2.579498e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -25795118.000000 Penalty: 6036.263184
	Iteration 63Q: 3 clusters Score -2.579512e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -25795198.000000 Penalty: 6036.263184
	Iteration 64Q: 3 clusters Score -2.57952e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93403 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -25795282.000000 Penalty: 6036.263184
	Iteration 65Q: 3 clusters Score -2.579528e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -25795274.000000 Penalty: 6036.263184
	Iteration 66Q: 3 clusters Score -2.579527e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -25795302.000000 Penalty: 6036.263184
	Iteration 67Q: 3 clusters Score -2.57953e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -25795454.000000 Penalty: 6036.263184
	Iteration 68Q: 3 clusters Score -2.579545e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -25795502.000000 Penalty: 6036.263184
	Iteration 69Q: 3 clusters Score -2.57955e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97269 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -25795612.000000 Penalty: 6036.263184
	Iteration 70Q: 3 clusters Score -2.579561e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -25795734.000000 Penalty: 6036.263184
	Iteration 71Q: 3 clusters Score -2.579573e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
Score: -25795782.000000 Penalty: 6036.263184
	Iteration 72Q: 3 clusters Score -2.579578e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100067 members 
Mstep: Class 2 contains 92825 members 
Entering Unmasked Estep 
Score: -25795804.000000 Penalty: 6036.263184
	Iteration 73Q: 3 clusters Score -2.57958e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -25795852.000000 Penalty: 6036.263184
	Iteration 74Q: 3 clusters Score -2.579585e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101914 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -25795912.000000 Penalty: 6036.263184
	Iteration 75Q: 3 clusters Score -2.579591e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -25796034.000000 Penalty: 6036.263184
	Iteration 76Q: 3 clusters Score -2.579603e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -25796188.000000 Penalty: 6036.263184
	Iteration 77Q: 3 clusters Score -2.579619e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104782 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -25796340.000000 Penalty: 6036.263184
	Iteration 78Q: 3 clusters Score -2.579634e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -25796446.000000 Penalty: 6036.263184
	Iteration 79Q: 3 clusters Score -2.579645e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 85868 members 
Entering Unmasked Estep 
Score: -25796562.000000 Penalty: 6036.263184
	Iteration 80F: 3 clusters Score -2.579656e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108294 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -25796816.000000 Penalty: 6036.263184
	Iteration 81Q: 3 clusters Score -2.579682e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -25796886.000000 Penalty: 6036.263184
	Iteration 82Q: 3 clusters Score -2.579689e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 81982 members 
Entering Unmasked Estep 
Score: -25797116.000000 Penalty: 6036.263184
	Iteration 83Q: 3 clusters Score -2.579712e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112342 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -25797368.000000 Penalty: 6036.263184
	Iteration 84Q: 3 clusters Score -2.579737e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113887 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -25797584.000000 Penalty: 6036.263184
	Iteration 85Q: 3 clusters Score -2.579758e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115453 members 
Mstep: Class 2 contains 77439 members 
Entering Unmasked Estep 
Score: -25797860.000000 Penalty: 6036.263184
	Iteration 86Q: 3 clusters Score -2.579786e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117159 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -25798158.000000 Penalty: 6036.263184
	Iteration 87Q: 3 clusters Score -2.579816e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119029 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -25798572.000000 Penalty: 6036.263184
	Iteration 88Q: 3 clusters Score -2.579857e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121036 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -25798976.000000 Penalty: 6036.263184
	Iteration 89Q: 3 clusters Score -2.579898e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123155 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -25799476.000000 Penalty: 6036.263184
	Iteration 90Q: 3 clusters Score -2.579948e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125320 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -25799916.000000 Penalty: 6036.263184
	Iteration 91Q: 3 clusters Score -2.579992e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127654 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -25800582.000000 Penalty: 6036.263184
	Iteration 92Q: 3 clusters Score -2.580058e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130082 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -25801276.000000 Penalty: 6036.263184
	Iteration 93Q: 3 clusters Score -2.580128e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132658 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -25802012.000000 Penalty: 6036.263184
	Iteration 94Q: 3 clusters Score -2.580201e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135453 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -25802974.000000 Penalty: 6036.263184
	Iteration 95Q: 3 clusters Score -2.580297e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138398 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -25803924.000000 Penalty: 6036.263184
	Iteration 96Q: 3 clusters Score -2.580392e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141377 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -25804968.000000 Penalty: 6036.263184
	Iteration 97Q: 3 clusters Score -2.580497e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144407 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -25806138.000000 Penalty: 6036.263184
	Iteration 98Q: 3 clusters Score -2.580614e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147376 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -25807246.000000 Penalty: 6036.263184
	Iteration 99Q: 3 clusters Score -2.580725e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150294 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -25808168.000000 Penalty: 6036.263184
	Iteration 100F: 3 clusters Score -2.580817e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153132 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -25809104.000000 Penalty: 6036.263184
	Iteration 101Q: 3 clusters Score -2.58091e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -25810090.000000 Penalty: 6036.263184
	Iteration 102Q: 3 clusters Score -2.581009e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -25810930.000000 Penalty: 6036.263184
	Iteration 103Q: 3 clusters Score -2.581093e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161129 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -25811588.000000 Penalty: 6036.263184
	Iteration 104Q: 3 clusters Score -2.581159e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163731 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -25812098.000000 Penalty: 6036.263184
	Iteration 105Q: 3 clusters Score -2.58121e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166122 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -25812730.000000 Penalty: 6036.263184
	Iteration 106Q: 3 clusters Score -2.581273e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168340 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -25813054.000000 Penalty: 6036.263184
	Iteration 107Q: 3 clusters Score -2.581305e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170298 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -25813046.000000 Penalty: 6036.263184
	Iteration 108Q: 3 clusters Score -2.581305e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172032 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -25812988.000000 Penalty: 6036.263184
	Iteration 109Q: 3 clusters Score -2.581299e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173539 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -25812994.000000 Penalty: 6036.263184
	Iteration 110Q: 3 clusters Score -2.581299e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174897 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -25812950.000000 Penalty: 6036.263184
	Iteration 111Q: 3 clusters Score -2.581295e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176129 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -25813132.000000 Penalty: 6036.263184
	Iteration 112Q: 3 clusters Score -2.581313e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177267 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -25813204.000000 Penalty: 6036.263184
	Iteration 113Q: 3 clusters Score -2.58132e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178332 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -25813270.000000 Penalty: 6036.263184
	Iteration 114Q: 3 clusters Score -2.581327e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179268 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -25813274.000000 Penalty: 6036.263184
	Iteration 115Q: 3 clusters Score -2.581327e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180099 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -25813178.000000 Penalty: 6036.263184
	Iteration 116Q: 3 clusters Score -2.581318e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180822 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -25813132.000000 Penalty: 6036.263184
	Iteration 117Q: 3 clusters Score -2.581313e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181460 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -25813156.000000 Penalty: 6036.263184
	Iteration 118Q: 3 clusters Score -2.581316e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182034 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -25813088.000000 Penalty: 6036.263184
	Iteration 119Q: 3 clusters Score -2.581309e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182558 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -25813064.000000 Penalty: 6036.263184
	Iteration 120F: 3 clusters Score -2.581306e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183054 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -25813066.000000 Penalty: 6036.263184
	Iteration 121Q: 3 clusters Score -2.581307e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183546 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -25813018.000000 Penalty: 6036.263184
	Iteration 122Q: 3 clusters Score -2.581302e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183982 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -25813010.000000 Penalty: 6036.263184
	Iteration 123Q: 3 clusters Score -2.581301e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184371 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -25812930.000000 Penalty: 6036.263184
	Iteration 124Q: 3 clusters Score -2.581293e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184716 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -25812846.000000 Penalty: 6036.263184
	Iteration 125Q: 3 clusters Score -2.581285e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185027 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -25812818.000000 Penalty: 6036.263184
	Iteration 126Q: 3 clusters Score -2.581282e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185299 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -25812756.000000 Penalty: 6036.263184
	Iteration 127Q: 3 clusters Score -2.581276e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185567 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -25812762.000000 Penalty: 6036.263184
	Iteration 128Q: 3 clusters Score -2.581276e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185829 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -25812736.000000 Penalty: 6036.263184
	Iteration 129Q: 3 clusters Score -2.581274e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186052 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -25812718.000000 Penalty: 6036.263184
	Iteration 130Q: 3 clusters Score -2.581272e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186262 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -25812648.000000 Penalty: 6036.263184
	Iteration 131Q: 3 clusters Score -2.581265e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186452 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -25812608.000000 Penalty: 6036.263184
	Iteration 132Q: 3 clusters Score -2.581261e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186641 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -25812596.000000 Penalty: 6036.263184
	Iteration 133Q: 3 clusters Score -2.58126e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186832 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -25812554.000000 Penalty: 6036.263184
	Iteration 134Q: 3 clusters Score -2.581255e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187018 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -25812536.000000 Penalty: 6036.263184
	Iteration 135Q: 3 clusters Score -2.581254e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187206 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -25812542.000000 Penalty: 6036.263184
	Iteration 136Q: 3 clusters Score -2.581254e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187371 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -25812504.000000 Penalty: 6036.263184
	Iteration 137Q: 3 clusters Score -2.58125e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187528 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -25812526.000000 Penalty: 6036.263184
	Iteration 138Q: 3 clusters Score -2.581253e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187668 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -25812546.000000 Penalty: 6036.263184
	Iteration 139Q: 3 clusters Score -2.581255e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187825 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -25812524.000000 Penalty: 6036.263184
	Iteration 140F: 3 clusters Score -2.581252e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187983 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -25812482.000000 Penalty: 6036.263184
	Iteration 141Q: 3 clusters Score -2.581248e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188138 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -25812446.000000 Penalty: 6036.263184
	Iteration 142Q: 3 clusters Score -2.581245e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188304 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -25812442.000000 Penalty: 6036.263184
	Iteration 143Q: 3 clusters Score -2.581244e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188451 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -25812384.000000 Penalty: 6036.263184
	Iteration 144Q: 3 clusters Score -2.581238e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188591 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -25812390.000000 Penalty: 6036.263184
	Iteration 145Q: 3 clusters Score -2.581239e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188735 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -25812390.000000 Penalty: 6036.263184
	Iteration 146Q: 3 clusters Score -2.581239e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188858 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -25812404.000000 Penalty: 6036.263184
	Iteration 147Q: 3 clusters Score -2.58124e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188967 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -25812378.000000 Penalty: 6036.263184
	Iteration 148Q: 3 clusters Score -2.581238e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189068 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -25812406.000000 Penalty: 6036.263184
	Iteration 149Q: 3 clusters Score -2.581241e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189169 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -25812388.000000 Penalty: 6036.263184
	Iteration 150Q: 3 clusters Score -2.581239e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189255 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -25812376.000000 Penalty: 6036.263184
	Iteration 151Q: 3 clusters Score -2.581238e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189332 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -25812424.000000 Penalty: 6036.263184
	Iteration 152Q: 3 clusters Score -2.581242e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189402 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -25812388.000000 Penalty: 6036.263184
	Iteration 153Q: 3 clusters Score -2.581239e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189473 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -25812448.000000 Penalty: 6036.263184
	Iteration 154Q: 3 clusters Score -2.581245e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189544 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -25812430.000000 Penalty: 6036.263184
	Iteration 155Q: 3 clusters Score -2.581243e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189601 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -25812450.000000 Penalty: 6036.263184
	Iteration 156Q: 3 clusters Score -2.581245e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189669 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -25812474.000000 Penalty: 6036.263184
	Iteration 157Q: 3 clusters Score -2.581247e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189729 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -25812444.000000 Penalty: 6036.263184
	Iteration 158Q: 3 clusters Score -2.581244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189774 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -25812474.000000 Penalty: 6036.263184
	Iteration 159Q: 3 clusters Score -2.581247e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189824 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -25812434.000000 Penalty: 6036.263184
	Iteration 160F: 3 clusters Score -2.581243e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189886 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -25812416.000000 Penalty: 6036.263184
	Iteration 161Q: 3 clusters Score -2.581242e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189945 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -25812400.000000 Penalty: 6036.263184
	Iteration 162Q: 3 clusters Score -2.58124e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189995 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -25812414.000000 Penalty: 6036.263184
	Iteration 163Q: 3 clusters Score -2.581241e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190038 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -25812404.000000 Penalty: 6036.263184
	Iteration 164Q: 3 clusters Score -2.58124e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190066 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -25812418.000000 Penalty: 6036.263184
	Iteration 165Q: 3 clusters Score -2.581242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190096 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -25812406.000000 Penalty: 6036.263184
	Iteration 166Q: 3 clusters Score -2.581241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190123 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -25812430.000000 Penalty: 6036.263184
	Iteration 167Q: 3 clusters Score -2.581243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190145 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -25812422.000000 Penalty: 6036.263184
	Iteration 168Q: 3 clusters Score -2.581242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190174 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -25812408.000000 Penalty: 6036.263184
	Iteration 169Q: 3 clusters Score -2.581241e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190204 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -25812388.000000 Penalty: 6036.263184
	Iteration 170Q: 3 clusters Score -2.581239e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190239 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -25812390.000000 Penalty: 6036.263184
	Iteration 171Q: 3 clusters Score -2.581239e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190280 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -25812382.000000 Penalty: 6036.263184
	Iteration 172Q: 3 clusters Score -2.581238e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190320 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -25812366.000000 Penalty: 6036.263184
	Iteration 173Q: 3 clusters Score -2.581237e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190351 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -25812366.000000 Penalty: 6036.263184
	Iteration 174Q: 3 clusters Score -2.581237e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190388 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -25812372.000000 Penalty: 6036.263184
	Iteration 175Q: 3 clusters Score -2.581237e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190427 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -25812378.000000 Penalty: 6036.263184
	Iteration 176Q: 3 clusters Score -2.581238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190451 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -25812352.000000 Penalty: 6036.263184
	Iteration 177Q: 3 clusters Score -2.581235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190482 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -25812346.000000 Penalty: 6036.263184
	Iteration 178Q: 3 clusters Score -2.581235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190511 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -25812360.000000 Penalty: 6036.263184
	Iteration 179Q: 3 clusters Score -2.581236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190542 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25812356.000000 Penalty: 6036.263184
	Iteration 180F: 3 clusters Score -2.581236e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190574 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -25812368.000000 Penalty: 6036.263184
	Iteration 181Q: 3 clusters Score -2.581237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190601 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -25812340.000000 Penalty: 6036.263184
	Iteration 182Q: 3 clusters Score -2.581234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190623 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -25812338.000000 Penalty: 6036.263184
	Iteration 183Q: 3 clusters Score -2.581234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190649 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -25812330.000000 Penalty: 6036.263184
	Iteration 184Q: 3 clusters Score -2.581233e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190678 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -25812328.000000 Penalty: 6036.263184
	Iteration 185Q: 3 clusters Score -2.581233e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190704 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -25812320.000000 Penalty: 6036.263184
	Iteration 186Q: 3 clusters Score -2.581232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190722 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -25812348.000000 Penalty: 6036.263184
	Iteration 187Q: 3 clusters Score -2.581235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190736 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -25812368.000000 Penalty: 6036.263184
	Iteration 188Q: 3 clusters Score -2.581237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190751 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -25812352.000000 Penalty: 6036.263184
	Iteration 189Q: 3 clusters Score -2.581235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190764 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -25812352.000000 Penalty: 6036.263184
	Iteration 190Q: 3 clusters Score -2.581235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190776 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -25812326.000000 Penalty: 6036.263184
	Iteration 191Q: 3 clusters Score -2.581233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190785 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -25812340.000000 Penalty: 6036.263184
	Iteration 192Q: 3 clusters Score -2.581234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190797 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -25812326.000000 Penalty: 6036.263184
	Iteration 193Q: 3 clusters Score -2.581233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190811 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -25812302.000000 Penalty: 6036.263184
	Iteration 194Q: 3 clusters Score -2.58123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190823 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -25812310.000000 Penalty: 6036.263184
	Iteration 195Q: 3 clusters Score -2.581231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190831 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -25812298.000000 Penalty: 6036.263184
	Iteration 196Q: 3 clusters Score -2.58123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190840 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -25812296.000000 Penalty: 6036.263184
	Iteration 197Q: 3 clusters Score -2.58123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190847 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -25812280.000000 Penalty: 6036.263184
	Iteration 198Q: 3 clusters Score -2.581228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190853 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -25812276.000000 Penalty: 6036.263184
	Iteration 199Q: 3 clusters Score -2.581228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190857 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -25812294.000000 Penalty: 6036.263184
	Iteration 200F: 3 clusters Score -2.581229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190860 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -25812296.000000 Penalty: 6036.263184
	Iteration 201Q: 3 clusters Score -2.58123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190864 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -25812310.000000 Penalty: 6036.263184
	Iteration 202Q: 3 clusters Score -2.581231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190867 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -25812290.000000 Penalty: 6036.263184
	Iteration 203Q: 3 clusters Score -2.581229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190868 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -25812284.000000 Penalty: 6036.263184
	Iteration 204Q: 3 clusters Score -2.581228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190870 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -25812278.000000 Penalty: 6036.263184
	Iteration 205Q: 3 clusters Score -2.581228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190873 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -25812300.000000 Penalty: 6036.263184
	Iteration 206Q: 3 clusters Score -2.58123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190876 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -25812300.000000 Penalty: 6036.263184
	Iteration 207Q: 3 clusters Score -2.58123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190876 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -25812300.000000 Penalty: 6036.263184
	Iteration 208F: 3 clusters Score -2.58123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -74377.023438 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -74377.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72752.703125 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -72752.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72949.226562 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -72949.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73014.859375 Penalty: 3189.140869
	Iteration 2Q: 3 clusters Score -73014.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73064.570312 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -73064.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73100.554688 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -73100.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73114.921875 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -73114.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73118.742188 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -73118.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73124.070312 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -73124.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73126.460938 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -73126.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73126.460938 Penalty: 3189.140869
	Iteration 9F: 3 clusters Score -73126.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -7064.777344 Penalty: 1039.034424
	Iteration 0F: 2 clusters Score -7064.777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6652.279297 Penalty: 2078.068848
	Iteration 0F: 3 clusters Score -6652.279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Entering Unmasked Estep 
Score: -4280358.500000 Penalty: 2568.877686
	Iteration 0F: 2 clusters Score -4280358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -4258912.000000 Penalty: 5137.755371
	Iteration 0F: 3 clusters Score -4258912 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -4266655.000000 Penalty: 5137.755371
	Iteration 1F: 3 clusters Score -4266655 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -4267272.000000 Penalty: 5137.755371
	Iteration 2Q: 3 clusters Score -4267272 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -4267858.000000 Penalty: 5137.755371
	Iteration 3Q: 3 clusters Score -4267858 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -4268501.000000 Penalty: 5137.755371
	Iteration 4Q: 3 clusters Score -4268501 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -4269263.000000 Penalty: 5137.755371
	Iteration 5Q: 3 clusters Score -4269263 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4270035.000000 Penalty: 5137.755371
	Iteration 6Q: 3 clusters Score -4270035 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -4270938.000000 Penalty: 5137.755371
	Iteration 7F: 3 clusters Score -4270938 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -4272146.000000 Penalty: 5137.755371
	Iteration 8F: 3 clusters Score -4272146 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4273448.000000 Penalty: 5137.755371
	Iteration 9F: 3 clusters Score -4273448 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4274503.500000 Penalty: 5137.755371
	Iteration 10F: 3 clusters Score -4274504 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4275144.000000 Penalty: 5137.755371
	Iteration 11Q: 3 clusters Score -4275144 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4275473.500000 Penalty: 5137.755371
	Iteration 12Q: 3 clusters Score -4275474 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4275721.000000 Penalty: 5137.755371
	Iteration 13Q: 3 clusters Score -4275721 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -4275879.000000 Penalty: 5137.755371
	Iteration 14Q: 3 clusters Score -4275879 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4276045.500000 Penalty: 5137.755371
	Iteration 15Q: 3 clusters Score -4276046 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -4276168.500000 Penalty: 5137.755371
	Iteration 16Q: 3 clusters Score -4276168 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -4276276.500000 Penalty: 5137.755371
	Iteration 17Q: 3 clusters Score -4276276 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4276387.000000 Penalty: 5137.755371
	Iteration 18Q: 3 clusters Score -4276387 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -4276535.500000 Penalty: 5137.755371
	Iteration 19Q: 3 clusters Score -4276536 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4276617.500000 Penalty: 5137.755371
	Iteration 20F: 3 clusters Score -4276618 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -4276706.500000 Penalty: 5137.755371
	Iteration 21Q: 3 clusters Score -4276706 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -4276830.500000 Penalty: 5137.755371
	Iteration 22Q: 3 clusters Score -4276830 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4276943.000000 Penalty: 5137.755371
	Iteration 23Q: 3 clusters Score -4276943 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4277066.000000 Penalty: 5137.755371
	Iteration 24Q: 3 clusters Score -4277066 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -4277180.000000 Penalty: 5137.755371
	Iteration 25Q: 3 clusters Score -4277180 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -4277316.500000 Penalty: 5137.755371
	Iteration 26Q: 3 clusters Score -4277316 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -4277421.500000 Penalty: 5137.755371
	Iteration 27Q: 3 clusters Score -4277422 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -4277550.500000 Penalty: 5137.755371
	Iteration 28Q: 3 clusters Score -4277550 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -4277686.500000 Penalty: 5137.755371
	Iteration 29Q: 3 clusters Score -4277686 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -4277817.000000 Penalty: 5137.755371
	Iteration 30Q: 3 clusters Score -4277817 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -4277903.500000 Penalty: 5137.755371
	Iteration 31Q: 3 clusters Score -4277904 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -4277990.000000 Penalty: 5137.755371
	Iteration 32Q: 3 clusters Score -4277990 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -4278047.000000 Penalty: 5137.755371
	Iteration 33Q: 3 clusters Score -4278047 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -4278117.500000 Penalty: 5137.755371
	Iteration 34Q: 3 clusters Score -4278118 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -4278176.000000 Penalty: 5137.755371
	Iteration 35Q: 3 clusters Score -4278176 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4278209.500000 Penalty: 5137.755371
	Iteration 36Q: 3 clusters Score -4278210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -4278249.000000 Penalty: 5137.755371
	Iteration 37Q: 3 clusters Score -4278249 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -4278284.000000 Penalty: 5137.755371
	Iteration 38Q: 3 clusters Score -4278284 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4278319.500000 Penalty: 5137.755371
	Iteration 39Q: 3 clusters Score -4278320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -4278344.000000 Penalty: 5137.755371
	Iteration 40F: 3 clusters Score -4278344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4278357.500000 Penalty: 5137.755371
	Iteration 41Q: 3 clusters Score -4278358 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -4278372.500000 Penalty: 5137.755371
	Iteration 42Q: 3 clusters Score -4278372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -4278407.500000 Penalty: 5137.755371
	Iteration 43Q: 3 clusters Score -4278408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -4278425.000000 Penalty: 5137.755371
	Iteration 44Q: 3 clusters Score -4278425 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -4278449.500000 Penalty: 5137.755371
	Iteration 45Q: 3 clusters Score -4278450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -4278463.500000 Penalty: 5137.755371
	Iteration 46Q: 3 clusters Score -4278464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4278479.500000 Penalty: 5137.755371
	Iteration 47Q: 3 clusters Score -4278480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -4278489.500000 Penalty: 5137.755371
	Iteration 48Q: 3 clusters Score -4278490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4278505.000000 Penalty: 5137.755371
	Iteration 49Q: 3 clusters Score -4278505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -4278500.500000 Penalty: 5137.755371
	Iteration 50Q: 3 clusters Score -4278500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -4278504.000000 Penalty: 5137.755371
	Iteration 51Q: 3 clusters Score -4278504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -4278508.500000 Penalty: 5137.755371
	Iteration 52Q: 3 clusters Score -4278508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -4278517.000000 Penalty: 5137.755371
	Iteration 53Q: 3 clusters Score -4278517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4278513.500000 Penalty: 5137.755371
	Iteration 54Q: 3 clusters Score -4278514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4278515.000000 Penalty: 5137.755371
	Iteration 55Q: 3 clusters Score -4278515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -4278516.500000 Penalty: 5137.755371
	Iteration 56Q: 3 clusters Score -4278516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -4278516.000000 Penalty: 5137.755371
	Iteration 57Q: 3 clusters Score -4278516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -4278524.500000 Penalty: 5137.755371
	Iteration 58Q: 3 clusters Score -4278524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -4278527.000000 Penalty: 5137.755371
	Iteration 59Q: 3 clusters Score -4278527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -4278528.000000 Penalty: 5137.755371
	Iteration 60F: 3 clusters Score -4278528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -4278524.000000 Penalty: 5137.755371
	Iteration 61Q: 3 clusters Score -4278524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -4278528.000000 Penalty: 5137.755371
	Iteration 62Q: 3 clusters Score -4278528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -4278531.000000 Penalty: 5137.755371
	Iteration 63Q: 3 clusters Score -4278531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4278532.500000 Penalty: 5137.755371
	Iteration 64Q: 3 clusters Score -4278532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -4278526.000000 Penalty: 5137.755371
	Iteration 65Q: 3 clusters Score -4278526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -4278532.500000 Penalty: 5137.755371
	Iteration 66Q: 3 clusters Score -4278532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -4278532.500000 Penalty: 5137.755371
	Iteration 67Q: 3 clusters Score -4278532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -4278543.000000 Penalty: 5137.755371
	Iteration 68Q: 3 clusters Score -4278543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -4278539.000000 Penalty: 5137.755371
	Iteration 69Q: 3 clusters Score -4278539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -4278535.000000 Penalty: 5137.755371
	Iteration 70Q: 3 clusters Score -4278535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -4278527.500000 Penalty: 5137.755371
	Iteration 71Q: 3 clusters Score -4278528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -4278538.500000 Penalty: 5137.755371
	Iteration 72Q: 3 clusters Score -4278538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4278535.500000 Penalty: 5137.755371
	Iteration 73Q: 3 clusters Score -4278536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -4278537.500000 Penalty: 5137.755371
	Iteration 74Q: 3 clusters Score -4278538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4278533.500000 Penalty: 5137.755371
	Iteration 75Q: 3 clusters Score -4278534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -4278533.000000 Penalty: 5137.755371
	Iteration 76Q: 3 clusters Score -4278533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -4278534.500000 Penalty: 5137.755371
	Iteration 77Q: 3 clusters Score -4278534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -4278535.500000 Penalty: 5137.755371
	Iteration 78Q: 3 clusters Score -4278536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -4278543.000000 Penalty: 5137.755371
	Iteration 79Q: 3 clusters Score -4278543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -4278544.500000 Penalty: 5137.755371
	Iteration 80F: 3 clusters Score -4278544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4278544.000000 Penalty: 5137.755371
	Iteration 81Q: 3 clusters Score -4278544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -4278543.000000 Penalty: 5137.755371
	Iteration 82Q: 3 clusters Score -4278543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -4278539.500000 Penalty: 5137.755371
	Iteration 83Q: 3 clusters Score -4278540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -4278544.500000 Penalty: 5137.755371
	Iteration 84Q: 3 clusters Score -4278544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -4278540.500000 Penalty: 5137.755371
	Iteration 85Q: 3 clusters Score -4278540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -4278539.000000 Penalty: 5137.755371
	Iteration 86Q: 3 clusters Score -4278539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -4278538.500000 Penalty: 5137.755371
	Iteration 87Q: 3 clusters Score -4278538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -4278537.000000 Penalty: 5137.755371
	Iteration 88Q: 3 clusters Score -4278537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4278540.000000 Penalty: 5137.755371
	Iteration 89Q: 3 clusters Score -4278540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4278541.000000 Penalty: 5137.755371
	Iteration 90Q: 3 clusters Score -4278541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -4278544.500000 Penalty: 5137.755371
	Iteration 91Q: 3 clusters Score -4278544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -4278545.500000 Penalty: 5137.755371
	Iteration 92Q: 3 clusters Score -4278546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -4278546.000000 Penalty: 5137.755371
	Iteration 93Q: 3 clusters Score -4278546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -4278550.500000 Penalty: 5137.755371
	Iteration 94Q: 3 clusters Score -4278550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -4278556.000000 Penalty: 5137.755371
	Iteration 95Q: 3 clusters Score -4278556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -4278549.000000 Penalty: 5137.755371
	Iteration 96Q: 3 clusters Score -4278549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -4278556.000000 Penalty: 5137.755371
	Iteration 97Q: 3 clusters Score -4278556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4278564.500000 Penalty: 5137.755371
	Iteration 98Q: 3 clusters Score -4278564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4278565.000000 Penalty: 5137.755371
	Iteration 99Q: 3 clusters Score -4278565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4278565.500000 Penalty: 5137.755371
	Iteration 100F: 3 clusters Score -4278566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -4278562.000000 Penalty: 5137.755371
	Iteration 101Q: 3 clusters Score -4278562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -4278572.500000 Penalty: 5137.755371
	Iteration 102Q: 3 clusters Score -4278572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -4278571.000000 Penalty: 5137.755371
	Iteration 103Q: 3 clusters Score -4278571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -4278569.500000 Penalty: 5137.755371
	Iteration 104Q: 3 clusters Score -4278570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -4278569.000000 Penalty: 5137.755371
	Iteration 105Q: 3 clusters Score -4278569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -4278566.500000 Penalty: 5137.755371
	Iteration 106Q: 3 clusters Score -4278566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -4278576.000000 Penalty: 5137.755371
	Iteration 107Q: 3 clusters Score -4278576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -4278577.500000 Penalty: 5137.755371
	Iteration 108Q: 3 clusters Score -4278578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4278577.500000 Penalty: 5137.755371
	Iteration 109Q: 3 clusters Score -4278578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4278573.000000 Penalty: 5137.755371
	Iteration 110Q: 3 clusters Score -4278573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4278575.000000 Penalty: 5137.755371
	Iteration 111Q: 3 clusters Score -4278575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4278580.500000 Penalty: 5137.755371
	Iteration 112Q: 3 clusters Score -4278580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4278581.000000 Penalty: 5137.755371
	Iteration 113Q: 3 clusters Score -4278581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4278583.000000 Penalty: 5137.755371
	Iteration 114Q: 3 clusters Score -4278583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4278583.500000 Penalty: 5137.755371
	Iteration 115Q: 3 clusters Score -4278584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -4278584.500000 Penalty: 5137.755371
	Iteration 116Q: 3 clusters Score -4278584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -4278582.000000 Penalty: 5137.755371
	Iteration 117Q: 3 clusters Score -4278582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4278585.000000 Penalty: 5137.755371
	Iteration 118Q: 3 clusters Score -4278585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4278587.000000 Penalty: 5137.755371
	Iteration 119Q: 3 clusters Score -4278587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4278585.000000 Penalty: 5137.755371
	Iteration 120F: 3 clusters Score -4278585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -4278581.000000 Penalty: 5137.755371
	Iteration 121Q: 3 clusters Score -4278581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -4278584.500000 Penalty: 5137.755371
	Iteration 122Q: 3 clusters Score -4278584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -4278579.500000 Penalty: 5137.755371
	Iteration 123Q: 3 clusters Score -4278580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4278580.000000 Penalty: 5137.755371
	Iteration 124Q: 3 clusters Score -4278580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4278580.000000 Penalty: 5137.755371
	Iteration 125F: 3 clusters Score -4278580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38670 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46048 members 
Mstep: Class 7 contains 18566 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165471 members 
Mstep: Class 12 contains 171736 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 155221 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199532 members 
Mstep: Class 17 contains 192892 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 21 contains 31520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350816.000000 Penalty: 72426.367188
Iteration 199Q: 22 clusters Score -1.443508e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38672 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1914 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46030 members 
Mstep: Class 7 contains 18566 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165582 members 
Mstep: Class 12 contains 171806 members 
Mstep: Class 13 contains 6225 members 
Mstep: Class 14 contains 155351 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 199613 members 
Mstep: Class 17 contains 193106 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 53373 members 
Mstep: Class 21 contains 31535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351120.000000 Penalty: 72426.367188
Iteration 200F: 22 clusters Score -1.443511e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38631 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46018 members 
Mstep: Class 7 contains 18547 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165327 members 
Mstep: Class 12 contains 171678 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 155090 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 199424 members 
Mstep: Class 17 contains 193019 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 54368 members 
Mstep: Class 21 contains 31492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351472.000000 Penalty: 72426.367188
Iteration 201Q: 22 clusters Score -1.443515e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38611 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1977 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46012 members 
Mstep: Class 7 contains 18529 members 
Mstep: Class 8 contains 4375 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 165109 members 
Mstep: Class 12 contains 171613 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 154919 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 199258 members 
Mstep: Class 17 contains 192917 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 55118 members 
Mstep: Class 21 contains 31466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351264.000000 Penalty: 72426.367188
Iteration 202Q: 22 clusters Score -1.443513e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38593 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 18514 members 
Mstep: Class 8 contains 4369 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 164931 members 
Mstep: Class 12 contains 171592 members 
Mstep: Class 13 contains 6251 members 
Mstep: Class 14 contains 154778 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 199088 members 
Mstep: Class 17 contains 192809 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 55764 members 
Mstep: Class 21 contains 31444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351584.000000 Penalty: 72426.367188
Iteration 203Q: 22 clusters Score -1.443516e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38592 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 2036 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 46003 members 
Mstep: Class 7 contains 18503 members 
Mstep: Class 8 contains 4370 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 164746 members 
Mstep: Class 12 contains 171593 members 
Mstep: Class 13 contains 6260 members 
Mstep: Class 14 contains 154654 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 198952 members 
Mstep: Class 17 contains 192758 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 56260 members 
Mstep: Class 21 contains 31419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351552.000000 Penalty: 72426.367188
Iteration 204Q: 22 clusters Score -1.443516e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38580 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 45993 members 
Mstep: Class 7 contains 18494 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 164574 members 
Mstep: Class 12 contains 171592 members 
Mstep: Class 13 contains 6270 members 
Mstep: Class 14 contains 154565 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 198837 members 
Mstep: Class 17 contains 192686 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 56710 members 
Mstep: Class 21 contains 31401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351488.000000 Penalty: 72426.367188
Iteration 205Q: 22 clusters Score -1.443515e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38569 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 2097 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 45966 members 
Mstep: Class 7 contains 18485 members 
Mstep: Class 8 contains 4369 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 164376 members 
Mstep: Class 12 contains 171582 members 
Mstep: Class 13 contains 6280 members 
Mstep: Class 14 contains 154503 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 198746 members 
Mstep: Class 17 contains 192650 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 57133 members 
Mstep: Class 21 contains 31386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351680.000000 Penalty: 72426.367188
Iteration 206Q: 22 clusters Score -1.443517e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38559 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 2116 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 45942 members 
Mstep: Class 7 contains 18481 members 
Mstep: Class 8 contains 4366 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 164192 members 
Mstep: Class 12 contains 171585 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 154469 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 198639 members 
Mstep: Class 17 contains 192611 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 57530 members 
Mstep: Class 21 contains 31366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351584.000000 Penalty: 72426.367188
Iteration 207Q: 22 clusters Score -1.443516e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38551 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 2133 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 45923 members 
Mstep: Class 7 contains 18478 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 164024 members 
Mstep: Class 12 contains 171577 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 154418 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 198558 members 
Mstep: Class 17 contains 192587 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 57881 members 
Mstep: Class 21 contains 31354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351680.000000 Penalty: 72426.367188
Iteration 208Q: 22 clusters Score -1.443517e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38538 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 45915 members 
Mstep: Class 7 contains 18474 members 
Mstep: Class 8 contains 4363 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 163866 members 
Mstep: Class 12 contains 171577 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 154350 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 198479 members 
Mstep: Class 17 contains 192598 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 58206 members 
Mstep: Class 21 contains 31333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351728.000000 Penalty: 72426.367188
Iteration 209Q: 22 clusters Score -1.443517e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38521 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 45905 members 
Mstep: Class 7 contains 18465 members 
Mstep: Class 8 contains 4361 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 163718 members 
Mstep: Class 12 contains 171580 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 154298 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 198401 members 
Mstep: Class 17 contains 192613 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 58498 members 
Mstep: Class 21 contains 31322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 210Q: 22 clusters Score -1.443516e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38505 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 2170 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 45893 members 
Mstep: Class 7 contains 18458 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 163591 members 
Mstep: Class 12 contains 171576 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 154263 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 198334 members 
Mstep: Class 17 contains 192597 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 58783 members 
Mstep: Class 21 contains 31309 members 
Entering Unmasked Estep 
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Score: -144351744.000000 Penalty: 72426.367188
Iteration 211Q: 22 clusters Score -1.443517e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38491 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 45880 members 
Mstep: Class 7 contains 18451 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 163471 members 
Mstep: Class 12 contains 171593 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 154219 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 198280 members 
Mstep: Class 17 contains 192573 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 59051 members 
Mstep: Class 21 contains 31296 members 
Entering Unmasked Estep 
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Iteration 212Q: 22 clusters Score -1.443516e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38483 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 45868 members 
Mstep: Class 7 contains 18443 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 163373 members 
Mstep: Class 12 contains 171618 members 
Mstep: Class 13 contains 6293 members 
Mstep: Class 14 contains 154187 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 198227 members 
Mstep: Class 17 contains 192535 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 59280 members 
Mstep: Class 21 contains 31284 members 
Entering Unmasked Estep 
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Score: -144351632.000000 Penalty: 72426.367188
Iteration 213Q: 22 clusters Score -1.443516e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38469 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 45865 members 
Mstep: Class 7 contains 18434 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 163287 members 
Mstep: Class 12 contains 171633 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 154174 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 198191 members 
Mstep: Class 17 contains 192490 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 59480 members 
Mstep: Class 21 contains 31269 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 22 clusters Score -1.443515e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38471 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45856 members 
Mstep: Class 7 contains 18431 members 
Mstep: Class 8 contains 4361 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 163214 members 
Mstep: Class 12 contains 171617 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 154144 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 198181 members 
Mstep: Class 17 contains 192469 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 59645 members 
Mstep: Class 21 contains 31256 members 
Entering Unmasked Estep 
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Iteration 215Q: 22 clusters Score -1.443516e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38470 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45853 members 
Mstep: Class 7 contains 18428 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 163150 members 
Mstep: Class 12 contains 171602 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 154130 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 198158 members 
Mstep: Class 17 contains 192455 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 59787 members 
Mstep: Class 21 contains 31247 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 22 clusters Score -1.443513e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38464 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45846 members 
Mstep: Class 7 contains 18429 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 163111 members 
Mstep: Class 12 contains 171582 members 
Mstep: Class 13 contains 6300 members 
Mstep: Class 14 contains 154095 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 198131 members 
Mstep: Class 17 contains 192451 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 59923 members 
Mstep: Class 21 contains 31239 members 
Entering Unmasked Estep 
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Iteration 217Q: 22 clusters Score -1.443515e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38468 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 2207 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45832 members 
Mstep: Class 7 contains 18425 members 
Mstep: Class 8 contains 4357 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 163072 members 
Mstep: Class 12 contains 171561 members 
Mstep: Class 13 contains 6302 members 
Mstep: Class 14 contains 154080 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 198101 members 
Mstep: Class 17 contains 192445 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60052 members 
Mstep: Class 21 contains 31231 members 
Entering Unmasked Estep 
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Score: -144351440.000000 Penalty: 72426.367188
Iteration 218Q: 22 clusters Score -1.443514e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38466 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45818 members 
Mstep: Class 7 contains 18423 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 163028 members 
Mstep: Class 12 contains 171536 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 154063 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 198068 members 
Mstep: Class 17 contains 192459 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60174 members 
Mstep: Class 21 contains 31227 members 
Entering Unmasked Estep 
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Iteration 219Q: 22 clusters Score -1.443515e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38467 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2212 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45800 members 
Mstep: Class 7 contains 18422 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162978 members 
Mstep: Class 12 contains 171521 members 
Mstep: Class 13 contains 6312 members 
Mstep: Class 14 contains 154058 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 198034 members 
Mstep: Class 17 contains 192453 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60305 members 
Mstep: Class 21 contains 31218 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 220F: 22 clusters Score -1.443514e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38461 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2214 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45791 members 
Mstep: Class 7 contains 18421 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162944 members 
Mstep: Class 12 contains 171509 members 
Mstep: Class 13 contains 6315 members 
Mstep: Class 14 contains 154053 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 198004 members 
Mstep: Class 17 contains 192436 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60422 members 
Mstep: Class 21 contains 31207 members 
Entering Unmasked Estep 
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Iteration 221Q: 22 clusters Score -1.443514e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38457 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45785 members 
Mstep: Class 7 contains 18420 members 
Mstep: Class 8 contains 4357 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162925 members 
Mstep: Class 12 contains 171494 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 154021 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 197971 members 
Mstep: Class 17 contains 192450 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60518 members 
Mstep: Class 21 contains 31202 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 22 clusters Score -1.443515e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38447 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45771 members 
Mstep: Class 7 contains 18417 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162892 members 
Mstep: Class 12 contains 171489 members 
Mstep: Class 13 contains 6321 members 
Mstep: Class 14 contains 154001 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 197959 members 
Mstep: Class 17 contains 192457 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60605 members 
Mstep: Class 21 contains 31197 members 
Entering Unmasked Estep 
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Iteration 223Q: 22 clusters Score -1.443515e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38443 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45762 members 
Mstep: Class 7 contains 18417 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162849 members 
Mstep: Class 12 contains 171490 members 
Mstep: Class 13 contains 6324 members 
Mstep: Class 14 contains 153999 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 197934 members 
Mstep: Class 17 contains 192463 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60682 members 
Mstep: Class 21 contains 31192 members 
Entering Unmasked Estep 
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Iteration 224Q: 22 clusters Score -1.443515e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38439 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45751 members 
Mstep: Class 7 contains 18412 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 3169 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162816 members 
Mstep: Class 12 contains 171488 members 
Mstep: Class 13 contains 6324 members 
Mstep: Class 14 contains 153997 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197927 members 
Mstep: Class 17 contains 192480 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60731 members 
Mstep: Class 21 contains 31189 members 
Entering Unmasked Estep 
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Iteration 225Q: 22 clusters Score -1.443515e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38437 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45742 members 
Mstep: Class 7 contains 18409 members 
Mstep: Class 8 contains 4357 members 
Mstep: Class 9 contains 3168 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162795 members 
Mstep: Class 12 contains 171489 members 
Mstep: Class 13 contains 6325 members 
Mstep: Class 14 contains 154000 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197909 members 
Mstep: Class 17 contains 192488 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60769 members 
Mstep: Class 21 contains 31191 members 
Entering Unmasked Estep 
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Iteration 226Q: 22 clusters Score -1.443515e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38435 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45737 members 
Mstep: Class 7 contains 18404 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162781 members 
Mstep: Class 12 contains 171494 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153986 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197902 members 
Mstep: Class 17 contains 192503 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60798 members 
Mstep: Class 21 contains 31188 members 
Entering Unmasked Estep 
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Iteration 227Q: 22 clusters Score -1.443512e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38430 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45732 members 
Mstep: Class 7 contains 18403 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 9 contains 3164 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162773 members 
Mstep: Class 12 contains 171499 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153966 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197893 members 
Mstep: Class 17 contains 192506 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60834 members 
Mstep: Class 21 contains 31189 members 
Entering Unmasked Estep 
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Iteration 228Q: 22 clusters Score -1.443513e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38430 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45727 members 
Mstep: Class 7 contains 18398 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162755 members 
Mstep: Class 12 contains 171506 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153942 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197898 members 
Mstep: Class 17 contains 192512 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60868 members 
Mstep: Class 21 contains 31189 members 
Entering Unmasked Estep 
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Iteration 229Q: 22 clusters Score -1.443512e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38429 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45718 members 
Mstep: Class 7 contains 18397 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 3159 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162741 members 
Mstep: Class 12 contains 171505 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153921 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197898 members 
Mstep: Class 17 contains 192533 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60896 members 
Mstep: Class 21 contains 31190 members 
Entering Unmasked Estep 
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Iteration 230Q: 22 clusters Score -1.443511e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38430 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2244 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45702 members 
Mstep: Class 7 contains 18393 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 3157 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162739 members 
Mstep: Class 12 contains 171503 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153912 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197892 members 
Mstep: Class 17 contains 192547 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60918 members 
Mstep: Class 21 contains 31192 members 
Entering Unmasked Estep 
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Iteration 231Q: 22 clusters Score -1.44351e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38425 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45692 members 
Mstep: Class 7 contains 18389 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162737 members 
Mstep: Class 12 contains 171496 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153909 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197897 members 
Mstep: Class 17 contains 192545 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60943 members 
Mstep: Class 21 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350928.000000 Penalty: 72426.367188
Iteration 232Q: 22 clusters Score -1.443509e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38421 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45687 members 
Mstep: Class 7 contains 18385 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162733 members 
Mstep: Class 12 contains 171493 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153907 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197902 members 
Mstep: Class 17 contains 192542 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60962 members 
Mstep: Class 21 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351008.000000 Penalty: 72426.367188
Iteration 233Q: 22 clusters Score -1.44351e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38418 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45681 members 
Mstep: Class 7 contains 18383 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162737 members 
Mstep: Class 12 contains 171494 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153902 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197895 members 
Mstep: Class 17 contains 192545 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 60978 members 
Mstep: Class 21 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351072.000000 Penalty: 72426.367188
Iteration 234Q: 22 clusters Score -1.443511e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38416 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45674 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162727 members 
Mstep: Class 12 contains 171500 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153904 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197896 members 
Mstep: Class 17 contains 192538 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61000 members 
Mstep: Class 21 contains 31190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351120.000000 Penalty: 72426.367188
Iteration 235Q: 22 clusters Score -1.443511e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38414 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45671 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162725 members 
Mstep: Class 12 contains 171503 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153899 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197893 members 
Mstep: Class 17 contains 192531 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61019 members 
Mstep: Class 21 contains 31190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351152.000000 Penalty: 72426.367188
Iteration 236Q: 22 clusters Score -1.443512e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38412 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45667 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162719 members 
Mstep: Class 12 contains 171504 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153895 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197885 members 
Mstep: Class 17 contains 192534 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61037 members 
Mstep: Class 21 contains 31189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351136.000000 Penalty: 72426.367188
Iteration 237Q: 22 clusters Score -1.443511e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38412 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2256 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45662 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162721 members 
Mstep: Class 12 contains 171503 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153886 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197878 members 
Mstep: Class 17 contains 192536 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61053 members 
Mstep: Class 21 contains 31188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351200.000000 Penalty: 72426.367188
Iteration 238Q: 22 clusters Score -1.443512e+08 nChanged 89
Entering ConstructFrom: 
Score: -144351200.000000 Penalty: 72426.367188
Entering ConstructFrom: 
Trying to split cluster 1 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -135110.390625 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -135110.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -133110.796875 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -133110.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -133440.859375 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -133440.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -133587.343750 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -133587.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -133699.828125 Penalty: 3461.194092
	Iteration 3Q: 3 clusters Score -133699.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133790.218750 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -133790.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133917.265625 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -133917.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -134096.000000 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -134096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -134331.906250 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -134331.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -134677.546875 Penalty: 3461.194092
	Iteration 8F: 3 clusters Score -134677.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -135003.937500 Penalty: 3461.194092
	Iteration 9F: 3 clusters Score -135003.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -135101.703125 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -135101.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -135199.031250 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -135199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -135240.687500 Penalty: 3461.194092
	Iteration 12Q: 3 clusters Score -135240.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -135256.484375 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -135256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135260.296875 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -135260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -135268.859375 Penalty: 3461.194092
	Iteration 15Q: 3 clusters Score -135268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -135270.156250 Penalty: 3461.194092
	Iteration 16Q: 3 clusters Score -135270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -135270.156250 Penalty: 3461.194092
	Iteration 17F: 3 clusters Score -135270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 38412 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45655 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 4353 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162716 members 
Mstep: Class 12 contains 171501 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153880 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197876 members 
Mstep: Class 17 contains 192536 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61076 members 
Mstep: Class 21 contains 31186 members 
Mstep: Class 22 contains 717 members 
Entering Unmasked Estep 
Score: -144349664.000000 Penalty: 75875.242188
Splitting cluster 1 changes total score from -144351200.000000 to -144349664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (38412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Entering Unmasked Estep 
Score: -5198735.000000 Penalty: 2617.919189
	Iteration 0F: 2 clusters Score -5198735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -5172482.500000 Penalty: 5235.838379
	Iteration 0F: 3 clusters Score -5172482 nChanged 17660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5182204.500000 Penalty: 5235.838379
	Iteration 1F: 3 clusters Score -5182204 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -5182677.500000 Penalty: 5235.838379
	Iteration 2Q: 3 clusters Score -5182678 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -5183094.500000 Penalty: 5235.838379
	Iteration 3Q: 3 clusters Score -5183094 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -5183511.000000 Penalty: 5235.838379
	Iteration 4Q: 3 clusters Score -5183511 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -5184009.000000 Penalty: 5235.838379
	Iteration 5Q: 3 clusters Score -5184009 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -5184714.000000 Penalty: 5235.838379
	Iteration 6Q: 3 clusters Score -5184714 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -5185667.500000 Penalty: 5235.838379
	Iteration 7Q: 3 clusters Score -5185668 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -5186946.500000 Penalty: 5235.838379
	Iteration 8F: 3 clusters Score -5186946 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -5188528.500000 Penalty: 5235.838379
	Iteration 9F: 3 clusters Score -5188528 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -5190345.500000 Penalty: 5235.838379
	Iteration 10F: 3 clusters Score -5190346 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -5191973.500000 Penalty: 5235.838379
	Iteration 11F: 3 clusters Score -5191974 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5193312.000000 Penalty: 5235.838379
	Iteration 12Q: 3 clusters Score -5193312 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -5194222.500000 Penalty: 5235.838379
	Iteration 13Q: 3 clusters Score -5194222 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5194858.000000 Penalty: 5235.838379
	Iteration 14Q: 3 clusters Score -5194858 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5195321.500000 Penalty: 5235.838379
	Iteration 15Q: 3 clusters Score -5195322 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5195641.500000 Penalty: 5235.838379
	Iteration 16Q: 3 clusters Score -5195642 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5195853.500000 Penalty: 5235.838379
	Iteration 17Q: 3 clusters Score -5195854 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5196054.000000 Penalty: 5235.838379
	Iteration 18Q: 3 clusters Score -5196054 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5196190.000000 Penalty: 5235.838379
	Iteration 19Q: 3 clusters Score -5196190 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5196263.500000 Penalty: 5235.838379
	Iteration 20F: 3 clusters Score -5196264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5196309.500000 Penalty: 5235.838379
	Iteration 21Q: 3 clusters Score -5196310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5196348.000000 Penalty: 5235.838379
	Iteration 22Q: 3 clusters Score -5196348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5196386.500000 Penalty: 5235.838379
	Iteration 23Q: 3 clusters Score -5196386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5196421.500000 Penalty: 5235.838379
	Iteration 24Q: 3 clusters Score -5196422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5196440.500000 Penalty: 5235.838379
	Iteration 25Q: 3 clusters Score -5196440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5196460.500000 Penalty: 5235.838379
	Iteration 26Q: 3 clusters Score -5196460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5196479.000000 Penalty: 5235.838379
	Iteration 27Q: 3 clusters Score -5196479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5196487.500000 Penalty: 5235.838379
	Iteration 28Q: 3 clusters Score -5196488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5196494.000000 Penalty: 5235.838379
	Iteration 29Q: 3 clusters Score -5196494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5196505.500000 Penalty: 5235.838379
	Iteration 30Q: 3 clusters Score -5196506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5196512.000000 Penalty: 5235.838379
	Iteration 31Q: 3 clusters Score -5196512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5196509.500000 Penalty: 5235.838379
	Iteration 32Q: 3 clusters Score -5196510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5196512.000000 Penalty: 5235.838379
	Iteration 33Q: 3 clusters Score -5196512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5196517.500000 Penalty: 5235.838379
	Iteration 34Q: 3 clusters Score -5196518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5196517.500000 Penalty: 5235.838379
	Iteration 35F: 3 clusters Score -5196518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -202849.046875 Penalty: 1834.138916
	Iteration 0F: 2 clusters Score -202849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -200545.218750 Penalty: 3668.277832
	Iteration 0F: 3 clusters Score -200545.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -201096.937500 Penalty: 3668.277832
	Iteration 1F: 3 clusters Score -201096.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -201353.750000 Penalty: 3668.277832
	Iteration 2F: 3 clusters Score -201353.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -201587.328125 Penalty: 3668.277832
	Iteration 3F: 3 clusters Score -201587.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -201895.843750 Penalty: 3668.277832
	Iteration 4F: 3 clusters Score -201895.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -202188.296875 Penalty: 3668.277832
	Iteration 5F: 3 clusters Score -202188.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -202428.171875 Penalty: 3668.277832
	Iteration 6F: 3 clusters Score -202428.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -202547.062500 Penalty: 3668.277832
	Iteration 7Q: 3 clusters Score -202547.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -202598.312500 Penalty: 3668.277832
	Iteration 8Q: 3 clusters Score -202598.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -202620.921875 Penalty: 3668.277832
	Iteration 9Q: 3 clusters Score -202620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -202626.859375 Penalty: 3668.277832
	Iteration 10Q: 3 clusters Score -202626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -202629.140625 Penalty: 3668.277832
	Iteration 11Q: 3 clusters Score -202629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -202631.750000 Penalty: 3668.277832
	Iteration 12Q: 3 clusters Score -202631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -202634.390625 Penalty: 3668.277832
	Iteration 13Q: 3 clusters Score -202634.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -202634.390625 Penalty: 3668.277832
	Iteration 14F: 3 clusters Score -202634.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Entering Unmasked Estep 
Score: -303096.406250 Penalty: 1915.224121
	Iteration 0F: 2 clusters Score -303096.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -300331.875000 Penalty: 3830.448242
	Iteration 0F: 3 clusters Score -300331.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -300855.156250 Penalty: 3830.448242
	Iteration 1F: 3 clusters Score -300855.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -300979.656250 Penalty: 3830.448242
	Iteration 2F: 3 clusters Score -300979.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -301037.968750 Penalty: 3830.448242
	Iteration 3Q: 3 clusters Score -301038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -301089.093750 Penalty: 3830.448242
	Iteration 4Q: 3 clusters Score -301089.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -301122.343750 Penalty: 3830.448242
	Iteration 5Q: 3 clusters Score -301122.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -301144.500000 Penalty: 3830.448242
	Iteration 6Q: 3 clusters Score -301144.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -301162.875000 Penalty: 3830.448242
	Iteration 7Q: 3 clusters Score -301162.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -301175.093750 Penalty: 3830.448242
	Iteration 8Q: 3 clusters Score -301175.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -301190.750000 Penalty: 3830.448242
	Iteration 9Q: 3 clusters Score -301190.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -301206.781250 Penalty: 3830.448242
	Iteration 10Q: 3 clusters Score -301206.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -301218.156250 Penalty: 3830.448242
	Iteration 11Q: 3 clusters Score -301218.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -301228.875000 Penalty: 3830.448242
	Iteration 12Q: 3 clusters Score -301228.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -301238.531250 Penalty: 3830.448242
	Iteration 13Q: 3 clusters Score -301238.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -301248.687500 Penalty: 3830.448242
	Iteration 14Q: 3 clusters Score -301248.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -301259.781250 Penalty: 3830.448242
	Iteration 15Q: 3 clusters Score -301259.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -301271.312500 Penalty: 3830.448242
	Iteration 16Q: 3 clusters Score -301271.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -301282.031250 Penalty: 3830.448242
	Iteration 17Q: 3 clusters Score -301282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -301295.562500 Penalty: 3830.448242
	Iteration 18Q: 3 clusters Score -301295.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -301307.250000 Penalty: 3830.448242
	Iteration 19Q: 3 clusters Score -301307.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -301319.687500 Penalty: 3830.448242
	Iteration 20F: 3 clusters Score -301319.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -301332.250000 Penalty: 3830.448242
	Iteration 21Q: 3 clusters Score -301332.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -301343.093750 Penalty: 3830.448242
	Iteration 22Q: 3 clusters Score -301343.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -301357.125000 Penalty: 3830.448242
	Iteration 23Q: 3 clusters Score -301357.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -301368.437500 Penalty: 3830.448242
	Iteration 24Q: 3 clusters Score -301368.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -301378.343750 Penalty: 3830.448242
	Iteration 25Q: 3 clusters Score -301378.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -301384.562500 Penalty: 3830.448242
	Iteration 26Q: 3 clusters Score -301384.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -301390.781250 Penalty: 3830.448242
	Iteration 27Q: 3 clusters Score -301390.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -301395.937500 Penalty: 3830.448242
	Iteration 28Q: 3 clusters Score -301395.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -301403.000000 Penalty: 3830.448242
	Iteration 29Q: 3 clusters Score -301403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -301404.812500 Penalty: 3830.448242
	Iteration 30Q: 3 clusters Score -301404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -301405.187500 Penalty: 3830.448242
	Iteration 31Q: 3 clusters Score -301405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -301405.187500 Penalty: 3830.448242
	Iteration 32F: 3 clusters Score -301405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -58908.886719 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -58908.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57503.519531 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -57503.52 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57767.066406 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -57767.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57905.109375 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -57905.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -58091.359375 Penalty: 3070.396484
	Iteration 3F: 3 clusters Score -58091.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -58519.746094 Penalty: 3070.396484
	Iteration 4F: 3 clusters Score -58519.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -58636.019531 Penalty: 3070.396484
	Iteration 5F: 3 clusters Score -58636.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -58707.492188 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -58707.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -58750.406250 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -58750.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -58765.867188 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -58765.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -58765.867188 Penalty: 3070.396484
	Iteration 9F: 3 clusters Score -58765.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Entering Unmasked Estep 
Score: -5949009.000000 Penalty: 2660.759277
	Iteration 0F: 2 clusters Score -5949009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5918224.500000 Penalty: 5321.518555
	Iteration 0F: 3 clusters Score -5918224 nChanged 21048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -5929751.000000 Penalty: 5321.518555
	Iteration 1F: 3 clusters Score -5929751 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -5930273.000000 Penalty: 5321.518555
	Iteration 2Q: 3 clusters Score -5930273 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -5930825.500000 Penalty: 5321.518555
	Iteration 3Q: 3 clusters Score -5930826 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -5931429.000000 Penalty: 5321.518555
	Iteration 4Q: 3 clusters Score -5931429 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -5932174.000000 Penalty: 5321.518555
	Iteration 5Q: 3 clusters Score -5932174 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -5933272.500000 Penalty: 5321.518555
	Iteration 6Q: 3 clusters Score -5933272 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -5935027.500000 Penalty: 5321.518555
	Iteration 7F: 3 clusters Score -5935028 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -5937518.000000 Penalty: 5321.518555
	Iteration 8F: 3 clusters Score -5937518 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -5940466.000000 Penalty: 5321.518555
	Iteration 9F: 3 clusters Score -5940466 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -5943113.500000 Penalty: 5321.518555
	Iteration 10F: 3 clusters Score -5943114 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5944935.500000 Penalty: 5321.518555
	Iteration 11Q: 3 clusters Score -5944936 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5945898.000000 Penalty: 5321.518555
	Iteration 12Q: 3 clusters Score -5945898 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5946435.500000 Penalty: 5321.518555
	Iteration 13Q: 3 clusters Score -5946436 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5946755.500000 Penalty: 5321.518555
	Iteration 14Q: 3 clusters Score -5946756 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5946949.000000 Penalty: 5321.518555
	Iteration 15Q: 3 clusters Score -5946949 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5947086.500000 Penalty: 5321.518555
	Iteration 16Q: 3 clusters Score -5947086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5947159.000000 Penalty: 5321.518555
	Iteration 17Q: 3 clusters Score -5947159 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5947190.500000 Penalty: 5321.518555
	Iteration 18Q: 3 clusters Score -5947190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5947215.000000 Penalty: 5321.518555
	Iteration 19Q: 3 clusters Score -5947215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5947238.500000 Penalty: 5321.518555
	Iteration 20F: 3 clusters Score -5947238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5947250.000000 Penalty: 5321.518555
	Iteration 21Q: 3 clusters Score -5947250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5947252.500000 Penalty: 5321.518555
	Iteration 22Q: 3 clusters Score -5947252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5947259.500000 Penalty: 5321.518555
	Iteration 23Q: 3 clusters Score -5947260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5947271.500000 Penalty: 5321.518555
	Iteration 24Q: 3 clusters Score -5947272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5947274.500000 Penalty: 5321.518555
	Iteration 25Q: 3 clusters Score -5947274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5947276.000000 Penalty: 5321.518555
	Iteration 26Q: 3 clusters Score -5947276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5947279.000000 Penalty: 5321.518555
	Iteration 27Q: 3 clusters Score -5947279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5947280.500000 Penalty: 5321.518555
	Iteration 28Q: 3 clusters Score -5947280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5947284.500000 Penalty: 5321.518555
	Iteration 29Q: 3 clusters Score -5947284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5947282.500000 Penalty: 5321.518555
	Iteration 30Q: 3 clusters Score -5947282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5947282.000000 Penalty: 5321.518555
	Iteration 31Q: 3 clusters Score -5947282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5947284.500000 Penalty: 5321.518555
	Iteration 32Q: 3 clusters Score -5947284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5947284.500000 Penalty: 5321.518555
	Iteration 33F: 3 clusters Score -5947284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Entering Unmasked Estep 
Score: -2364073.500000 Penalty: 2435.062744
	Iteration 0F: 2 clusters Score -2364074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2351056.500000 Penalty: 4870.125488
	Iteration 0F: 3 clusters Score -2351056 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2355899.750000 Penalty: 4870.125488
	Iteration 1F: 3 clusters Score -2355900 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2356559.250000 Penalty: 4870.125488
	Iteration 2F: 3 clusters Score -2356559 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2357120.500000 Penalty: 4870.125488
	Iteration 3F: 3 clusters Score -2357120 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2357632.000000 Penalty: 4870.125488
	Iteration 4F: 3 clusters Score -2357632 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2358211.250000 Penalty: 4870.125488
	Iteration 5F: 3 clusters Score -2358211 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2358924.500000 Penalty: 4870.125488
	Iteration 6F: 3 clusters Score -2358924 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2359759.750000 Penalty: 4870.125488
	Iteration 7F: 3 clusters Score -2359760 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2360612.250000 Penalty: 4870.125488
	Iteration 8F: 3 clusters Score -2360612 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2361353.000000 Penalty: 4870.125488
	Iteration 9F: 3 clusters Score -2361353 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2361944.750000 Penalty: 4870.125488
	Iteration 10Q: 3 clusters Score -2361945 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2362355.750000 Penalty: 4870.125488
	Iteration 11Q: 3 clusters Score -2362356 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2362649.000000 Penalty: 4870.125488
	Iteration 12Q: 3 clusters Score -2362649 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2362878.500000 Penalty: 4870.125488
	Iteration 13Q: 3 clusters Score -2362878 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2363041.500000 Penalty: 4870.125488
	Iteration 14Q: 3 clusters Score -2363042 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2363182.750000 Penalty: 4870.125488
	Iteration 15Q: 3 clusters Score -2363183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2363322.750000 Penalty: 4870.125488
	Iteration 16Q: 3 clusters Score -2363323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2363390.000000 Penalty: 4870.125488
	Iteration 17Q: 3 clusters Score -2363390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2363431.750000 Penalty: 4870.125488
	Iteration 18Q: 3 clusters Score -2363432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2363449.000000 Penalty: 4870.125488
	Iteration 19Q: 3 clusters Score -2363449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2363464.500000 Penalty: 4870.125488
	Iteration 20F: 3 clusters Score -2363464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2363474.750000 Penalty: 4870.125488
	Iteration 21Q: 3 clusters Score -2363475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2363485.000000 Penalty: 4870.125488
	Iteration 22Q: 3 clusters Score -2363485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2363488.250000 Penalty: 4870.125488
	Iteration 23Q: 3 clusters Score -2363488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2363491.750000 Penalty: 4870.125488
	Iteration 24Q: 3 clusters Score -2363492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2363493.000000 Penalty: 4870.125488
	Iteration 25Q: 3 clusters Score -2363493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2363496.500000 Penalty: 4870.125488
	Iteration 26Q: 3 clusters Score -2363496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2363497.500000 Penalty: 4870.125488
	Iteration 27Q: 3 clusters Score -2363498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2363497.500000 Penalty: 4870.125488
	Iteration 28F: 3 clusters Score -2363498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -573633.687500 Penalty: 2077.897705
	Iteration 0F: 2 clusters Score -573633.7 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 2182 members 
Entering Unmasked Estep 
Score: -569502.375000 Penalty: 4155.795410
	Iteration 0F: 3 clusters Score -569502.4 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -570432.312500 Penalty: 4155.795410
	Iteration 1F: 3 clusters Score -570432.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -570620.562500 Penalty: 4155.795410
	Iteration 2F: 3 clusters Score -570620.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -570759.875000 Penalty: 4155.795410
	Iteration 3F: 3 clusters Score -570759.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -570849.187500 Penalty: 4155.795410
	Iteration 4Q: 3 clusters Score -570849.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -570920.125000 Penalty: 4155.795410
	Iteration 5Q: 3 clusters Score -570920.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -570959.250000 Penalty: 4155.795410
	Iteration 6Q: 3 clusters Score -570959.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -571006.187500 Penalty: 4155.795410
	Iteration 7Q: 3 clusters Score -571006.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -571054.875000 Penalty: 4155.795410
	Iteration 8Q: 3 clusters Score -571054.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -571100.937500 Penalty: 4155.795410
	Iteration 9Q: 3 clusters Score -571100.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -571137.437500 Penalty: 4155.795410
	Iteration 10Q: 3 clusters Score -571137.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -571170.375000 Penalty: 4155.795410
	Iteration 11Q: 3 clusters Score -571170.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -571193.375000 Penalty: 4155.795410
	Iteration 12Q: 3 clusters Score -571193.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -571222.562500 Penalty: 4155.795410
	Iteration 13Q: 3 clusters Score -571222.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -571244.750000 Penalty: 4155.795410
	Iteration 14Q: 3 clusters Score -571244.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -571268.062500 Penalty: 4155.795410
	Iteration 15Q: 3 clusters Score -571268.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -571295.187500 Penalty: 4155.795410
	Iteration 16Q: 3 clusters Score -571295.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -571335.500000 Penalty: 4155.795410
	Iteration 17Q: 3 clusters Score -571335.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -571379.312500 Penalty: 4155.795410
	Iteration 18Q: 3 clusters Score -571379.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -571417.562500 Penalty: 4155.795410
	Iteration 19Q: 3 clusters Score -571417.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -571446.437500 Penalty: 4155.795410
	Iteration 20F: 3 clusters Score -571446.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -571484.875000 Penalty: 4155.795410
	Iteration 21Q: 3 clusters Score -571484.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -571526.875000 Penalty: 4155.795410
	Iteration 22Q: 3 clusters Score -571526.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -571573.812500 Penalty: 4155.795410
	Iteration 23Q: 3 clusters Score -571573.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -571613.250000 Penalty: 4155.795410
	Iteration 24Q: 3 clusters Score -571613.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -571652.750000 Penalty: 4155.795410
	Iteration 25Q: 3 clusters Score -571652.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -571682.500000 Penalty: 4155.795410
	Iteration 26Q: 3 clusters Score -571682.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -571709.375000 Penalty: 4155.795410
	Iteration 27Q: 3 clusters Score -571709.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -571738.000000 Penalty: 4155.795410
	Iteration 28Q: 3 clusters Score -571738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -571768.687500 Penalty: 4155.795410
	Iteration 29Q: 3 clusters Score -571768.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -571796.062500 Penalty: 4155.795410
	Iteration 30Q: 3 clusters Score -571796.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -571829.062500 Penalty: 4155.795410
	Iteration 31Q: 3 clusters Score -571829.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -571851.937500 Penalty: 4155.795410
	Iteration 32Q: 3 clusters Score -571851.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -571880.125000 Penalty: 4155.795410
	Iteration 33Q: 3 clusters Score -571880.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -571896.625000 Penalty: 4155.795410
	Iteration 34Q: 3 clusters Score -571896.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -571908.187500 Penalty: 4155.795410
	Iteration 35Q: 3 clusters Score -571908.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -571915.250000 Penalty: 4155.795410
	Iteration 36Q: 3 clusters Score -571915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -571920.562500 Penalty: 4155.795410
	Iteration 37Q: 3 clusters Score -571920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -571922.375000 Penalty: 4155.795410
	Iteration 38Q: 3 clusters Score -571922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -571925.625000 Penalty: 4155.795410
	Iteration 39Q: 3 clusters Score -571925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -571929.375000 Penalty: 4155.795410
	Iteration 40F: 3 clusters Score -571929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -571931.750000 Penalty: 4155.795410
	Iteration 41Q: 3 clusters Score -571931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -571932.625000 Penalty: 4155.795410
	Iteration 42Q: 3 clusters Score -571932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -571933.437500 Penalty: 4155.795410
	Iteration 43Q: 3 clusters Score -571933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -571934.625000 Penalty: 4155.795410
	Iteration 44Q: 3 clusters Score -571934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -571935.000000 Penalty: 4155.795410
	Iteration 45Q: 3 clusters Score -571935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -571935.000000 Penalty: 4155.795410
	Iteration 46F: 3 clusters Score -571935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -403243.500000 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -403243.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -399905.843750 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -399905.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -400571.375000 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -400571.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -400754.531250 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -400754.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -400878.656250 Penalty: 3996.301758
	Iteration 3Q: 3 clusters Score -400878.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -400988.781250 Penalty: 3996.301758
	Iteration 4Q: 3 clusters Score -400988.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -401088.437500 Penalty: 3996.301758
	Iteration 5Q: 3 clusters Score -401088.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -401159.031250 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -401159 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -401213.437500 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -401213.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -401249.687500 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -401249.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -401282.093750 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -401282.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -401314.156250 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -401314.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -401344.312500 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -401344.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -401368.281250 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -401368.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -401400.656250 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -401400.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -401429.312500 Penalty: 3996.301758
	Iteration 14Q: 3 clusters Score -401429.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -401459.468750 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -401459.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -401488.500000 Penalty: 3996.301758
	Iteration 16Q: 3 clusters Score -401488.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -401515.875000 Penalty: 3996.301758
	Iteration 17Q: 3 clusters Score -401515.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -401536.406250 Penalty: 3996.301758
	Iteration 18Q: 3 clusters Score -401536.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -401551.218750 Penalty: 3996.301758
	Iteration 19Q: 3 clusters Score -401551.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -401567.281250 Penalty: 3996.301758
	Iteration 20F: 3 clusters Score -401567.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -401584.687500 Penalty: 3996.301758
	Iteration 21Q: 3 clusters Score -401584.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -401596.375000 Penalty: 3996.301758
	Iteration 22Q: 3 clusters Score -401596.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -401606.156250 Penalty: 3996.301758
	Iteration 23Q: 3 clusters Score -401606.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -401614.156250 Penalty: 3996.301758
	Iteration 24Q: 3 clusters Score -401614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -401617.625000 Penalty: 3996.301758
	Iteration 25Q: 3 clusters Score -401617.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -401621.875000 Penalty: 3996.301758
	Iteration 26Q: 3 clusters Score -401621.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -401629.437500 Penalty: 3996.301758
	Iteration 27Q: 3 clusters Score -401629.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -401631.968750 Penalty: 3996.301758
	Iteration 28Q: 3 clusters Score -401632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -401634.031250 Penalty: 3996.301758
	Iteration 29Q: 3 clusters Score -401634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -401642.531250 Penalty: 3996.301758
	Iteration 30Q: 3 clusters Score -401642.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -401652.281250 Penalty: 3996.301758
	Iteration 31Q: 3 clusters Score -401652.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -401660.406250 Penalty: 3996.301758
	Iteration 32Q: 3 clusters Score -401660.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -401665.656250 Penalty: 3996.301758
	Iteration 33Q: 3 clusters Score -401665.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -401669.718750 Penalty: 3996.301758
	Iteration 34Q: 3 clusters Score -401669.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -401674.468750 Penalty: 3996.301758
	Iteration 35Q: 3 clusters Score -401674.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -401679.062500 Penalty: 3996.301758
	Iteration 36Q: 3 clusters Score -401679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -401685.343750 Penalty: 3996.301758
	Iteration 37Q: 3 clusters Score -401685.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -401690.031250 Penalty: 3996.301758
	Iteration 38Q: 3 clusters Score -401690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -401692.843750 Penalty: 3996.301758
	Iteration 39Q: 3 clusters Score -401692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -401692.843750 Penalty: 3996.301758
	Iteration 40F: 3 clusters Score -401692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -104941.507812 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -104941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103146.039062 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103146 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103481.421875 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103481.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103582.867188 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103582.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103642.054688 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -103642.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103683.031250 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -103683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103715.703125 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -103715.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103736.953125 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -103737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103751.953125 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -103752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103759.617188 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -103759.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103773.851562 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -103773.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -103791.335938 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -103791.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103805.554688 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -103805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103819.460938 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -103819.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103830.234375 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -103830.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103841.367188 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -103841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103849.484375 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -103849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -103853.437500 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -103853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103857.445312 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -103857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103860.195312 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -103860.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103860.195312 Penalty: 3343.883545
	Iteration 19F: 3 clusters Score -103860.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (162716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162716 members 
Entering Unmasked Estep 
Score: -21835920.000000 Penalty: 2975.940918
	Iteration 0F: 2 clusters Score -2.183592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -21727660.000000 Penalty: 5951.881836
	Iteration 0F: 3 clusters Score -2.172766e+07 nChanged 77940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -21774120.000000 Penalty: 5951.881836
	Iteration 1F: 3 clusters Score -2.177412e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -21776094.000000 Penalty: 5951.881836
	Iteration 2Q: 3 clusters Score -2.177609e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -21778638.000000 Penalty: 5951.881836
	Iteration 3Q: 3 clusters Score -2.177864e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -21782240.000000 Penalty: 5951.881836
	Iteration 4Q: 3 clusters Score -2.178224e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 92215 members 
Entering Unmasked Estep 
Score: -21787122.000000 Penalty: 5951.881836
	Iteration 5F: 3 clusters Score -2.178712e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 94529 members 
Entering Unmasked Estep 
Score: -21793546.000000 Penalty: 5951.881836
	Iteration 6F: 3 clusters Score -2.179355e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 96433 members 
Entering Unmasked Estep 
Score: -21800744.000000 Penalty: 5951.881836
	Iteration 7F: 3 clusters Score -2.180074e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -21807624.000000 Penalty: 5951.881836
	Iteration 8F: 3 clusters Score -2.180762e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -21811128.000000 Penalty: 5951.881836
	Iteration 9F: 3 clusters Score -2.181113e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 98670 members 
Entering Unmasked Estep 
Score: -21812862.000000 Penalty: 5951.881836
	Iteration 10Q: 3 clusters Score -2.181286e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -21813502.000000 Penalty: 5951.881836
	Iteration 11Q: 3 clusters Score -2.18135e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 99967 members 
Entering Unmasked Estep 
Score: -21813922.000000 Penalty: 5951.881836
	Iteration 12Q: 3 clusters Score -2.181392e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 100645 members 
Entering Unmasked Estep 
Score: -21814222.000000 Penalty: 5951.881836
	Iteration 13Q: 3 clusters Score -2.181422e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -21814594.000000 Penalty: 5951.881836
	Iteration 14Q: 3 clusters Score -2.181459e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 102037 members 
Entering Unmasked Estep 
Score: -21814896.000000 Penalty: 5951.881836
	Iteration 15Q: 3 clusters Score -2.18149e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 102824 members 
Entering Unmasked Estep 
Score: -21815156.000000 Penalty: 5951.881836
	Iteration 16Q: 3 clusters Score -2.181516e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 103606 members 
Entering Unmasked Estep 
Score: -21815482.000000 Penalty: 5951.881836
	Iteration 17Q: 3 clusters Score -2.181548e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 104426 members 
Entering Unmasked Estep 
Score: -21815720.000000 Penalty: 5951.881836
	Iteration 18Q: 3 clusters Score -2.181572e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 105260 members 
Entering Unmasked Estep 
Score: -21816078.000000 Penalty: 5951.881836
	Iteration 19Q: 3 clusters Score -2.181608e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 106078 members 
Entering Unmasked Estep 
Score: -21816332.000000 Penalty: 5951.881836
	Iteration 20F: 3 clusters Score -2.181633e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -21816634.000000 Penalty: 5951.881836
	Iteration 21Q: 3 clusters Score -2.181663e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 107856 members 
Entering Unmasked Estep 
Score: -21816872.000000 Penalty: 5951.881836
	Iteration 22Q: 3 clusters Score -2.181687e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 108836 members 
Entering Unmasked Estep 
Score: -21817008.000000 Penalty: 5951.881836
	Iteration 23Q: 3 clusters Score -2.181701e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 109884 members 
Entering Unmasked Estep 
Score: -21817276.000000 Penalty: 5951.881836
	Iteration 24Q: 3 clusters Score -2.181728e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 110974 members 
Entering Unmasked Estep 
Score: -21817552.000000 Penalty: 5951.881836
	Iteration 25Q: 3 clusters Score -2.181755e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 112234 members 
Entering Unmasked Estep 
Score: -21817712.000000 Penalty: 5951.881836
	Iteration 26Q: 3 clusters Score -2.181771e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -21818116.000000 Penalty: 5951.881836
	Iteration 27Q: 3 clusters Score -2.181812e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -21818446.000000 Penalty: 5951.881836
	Iteration 28Q: 3 clusters Score -2.181845e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 116607 members 
Entering Unmasked Estep 
Score: -21818622.000000 Penalty: 5951.881836
	Iteration 29Q: 3 clusters Score -2.181862e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 118233 members 
Entering Unmasked Estep 
Score: -21818922.000000 Penalty: 5951.881836
	Iteration 30Q: 3 clusters Score -2.181892e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -21819362.000000 Penalty: 5951.881836
	Iteration 31Q: 3 clusters Score -2.181936e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 121711 members 
Entering Unmasked Estep 
Score: -21819790.000000 Penalty: 5951.881836
	Iteration 32Q: 3 clusters Score -2.181979e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 123611 members 
Entering Unmasked Estep 
Score: -21820090.000000 Penalty: 5951.881836
	Iteration 33Q: 3 clusters Score -2.182009e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 125586 members 
Entering Unmasked Estep 
Score: -21820410.000000 Penalty: 5951.881836
	Iteration 34Q: 3 clusters Score -2.182041e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 127694 members 
Entering Unmasked Estep 
Score: -21820922.000000 Penalty: 5951.881836
	Iteration 35Q: 3 clusters Score -2.182092e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 129958 members 
Entering Unmasked Estep 
Score: -21821636.000000 Penalty: 5951.881836
	Iteration 36Q: 3 clusters Score -2.182164e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 132290 members 
Entering Unmasked Estep 
Score: -21822368.000000 Penalty: 5951.881836
	Iteration 37Q: 3 clusters Score -2.182237e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 134731 members 
Entering Unmasked Estep 
Score: -21823072.000000 Penalty: 5951.881836
	Iteration 38Q: 3 clusters Score -2.182307e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 137238 members 
Entering Unmasked Estep 
Score: -21823978.000000 Penalty: 5951.881836
	Iteration 39Q: 3 clusters Score -2.182398e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 139806 members 
Entering Unmasked Estep 
Score: -21824826.000000 Penalty: 5951.881836
	Iteration 40F: 3 clusters Score -2.182483e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 142376 members 
Entering Unmasked Estep 
Score: -21825870.000000 Penalty: 5951.881836
	Iteration 41Q: 3 clusters Score -2.182587e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 144965 members 
Entering Unmasked Estep 
Score: -21826724.000000 Penalty: 5951.881836
	Iteration 42Q: 3 clusters Score -2.182672e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 147427 members 
Entering Unmasked Estep 
Score: -21827684.000000 Penalty: 5951.881836
	Iteration 43Q: 3 clusters Score -2.182768e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 149782 members 
Entering Unmasked Estep 
Score: -21828588.000000 Penalty: 5951.881836
	Iteration 44Q: 3 clusters Score -2.182859e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 151919 members 
Entering Unmasked Estep 
Score: -21829568.000000 Penalty: 5951.881836
	Iteration 45Q: 3 clusters Score -2.182957e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 153770 members 
Entering Unmasked Estep 
Score: -21830276.000000 Penalty: 5951.881836
	Iteration 46Q: 3 clusters Score -2.183028e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 155373 members 
Entering Unmasked Estep 
Score: -21830904.000000 Penalty: 5951.881836
	Iteration 47Q: 3 clusters Score -2.18309e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 156738 members 
Entering Unmasked Estep 
Score: -21831444.000000 Penalty: 5951.881836
	Iteration 48Q: 3 clusters Score -2.183144e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 157872 members 
Entering Unmasked Estep 
Score: -21831900.000000 Penalty: 5951.881836
	Iteration 49Q: 3 clusters Score -2.18319e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 158765 members 
Entering Unmasked Estep 
Score: -21832198.000000 Penalty: 5951.881836
	Iteration 50Q: 3 clusters Score -2.18322e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 159432 members 
Entering Unmasked Estep 
Score: -21832502.000000 Penalty: 5951.881836
	Iteration 51Q: 3 clusters Score -2.18325e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 159969 members 
Entering Unmasked Estep 
Score: -21832698.000000 Penalty: 5951.881836
	Iteration 52Q: 3 clusters Score -2.18327e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 160381 members 
Entering Unmasked Estep 
Score: -21832858.000000 Penalty: 5951.881836
	Iteration 53Q: 3 clusters Score -2.183286e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 160700 members 
Entering Unmasked Estep 
Score: -21833016.000000 Penalty: 5951.881836
	Iteration 54Q: 3 clusters Score -2.183302e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -21833098.000000 Penalty: 5951.881836
	Iteration 55Q: 3 clusters Score -2.18331e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 161107 members 
Entering Unmasked Estep 
Score: -21833154.000000 Penalty: 5951.881836
	Iteration 56Q: 3 clusters Score -2.183315e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 161257 members 
Entering Unmasked Estep 
Score: -21833216.000000 Penalty: 5951.881836
	Iteration 57Q: 3 clusters Score -2.183322e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 161382 members 
Entering Unmasked Estep 
Score: -21833286.000000 Penalty: 5951.881836
	Iteration 58Q: 3 clusters Score -2.183329e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 161470 members 
Entering Unmasked Estep 
Score: -21833330.000000 Penalty: 5951.881836
	Iteration 59Q: 3 clusters Score -2.183333e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 161532 members 
Entering Unmasked Estep 
Score: -21833378.000000 Penalty: 5951.881836
	Iteration 60F: 3 clusters Score -2.183338e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 161573 members 
Entering Unmasked Estep 
Score: -21833376.000000 Penalty: 5951.881836
	Iteration 61Q: 3 clusters Score -2.183338e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 161613 members 
Entering Unmasked Estep 
Score: -21833388.000000 Penalty: 5951.881836
	Iteration 62Q: 3 clusters Score -2.183339e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 161652 members 
Entering Unmasked Estep 
Score: -21833412.000000 Penalty: 5951.881836
	Iteration 63Q: 3 clusters Score -2.183341e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -21833402.000000 Penalty: 5951.881836
	Iteration 64Q: 3 clusters Score -2.18334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -21833412.000000 Penalty: 5951.881836
	Iteration 65Q: 3 clusters Score -2.183341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -21833430.000000 Penalty: 5951.881836
	Iteration 66Q: 3 clusters Score -2.183343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 161731 members 
Entering Unmasked Estep 
Score: -21833430.000000 Penalty: 5951.881836
	Iteration 67Q: 3 clusters Score -2.183343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 161743 members 
Entering Unmasked Estep 
Score: -21833456.000000 Penalty: 5951.881836
	Iteration 68Q: 3 clusters Score -2.183346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 161755 members 
Entering Unmasked Estep 
Score: -21833470.000000 Penalty: 5951.881836
	Iteration 69Q: 3 clusters Score -2.183347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -21833482.000000 Penalty: 5951.881836
	Iteration 70Q: 3 clusters Score -2.183348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 161769 members 
Entering Unmasked Estep 
Score: -21833472.000000 Penalty: 5951.881836
	Iteration 71Q: 3 clusters Score -2.183347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 161779 members 
Entering Unmasked Estep 
Score: -21833486.000000 Penalty: 5951.881836
	Iteration 72Q: 3 clusters Score -2.183349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 161785 members 
Entering Unmasked Estep 
Score: -21833474.000000 Penalty: 5951.881836
	Iteration 73Q: 3 clusters Score -2.183347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 161798 members 
Entering Unmasked Estep 
Score: -21833478.000000 Penalty: 5951.881836
	Iteration 74Q: 3 clusters Score -2.183348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 161810 members 
Entering Unmasked Estep 
Score: -21833468.000000 Penalty: 5951.881836
	Iteration 75Q: 3 clusters Score -2.183347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 161821 members 
Entering Unmasked Estep 
Score: -21833500.000000 Penalty: 5951.881836
	Iteration 76Q: 3 clusters Score -2.18335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 161825 members 
Entering Unmasked Estep 
Score: -21833506.000000 Penalty: 5951.881836
	Iteration 77Q: 3 clusters Score -2.183351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 161832 members 
Entering Unmasked Estep 
Score: -21833528.000000 Penalty: 5951.881836
	Iteration 78Q: 3 clusters Score -2.183353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 161834 members 
Entering Unmasked Estep 
Score: -21833510.000000 Penalty: 5951.881836
	Iteration 79Q: 3 clusters Score -2.183351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 161836 members 
Entering Unmasked Estep 
Score: -21833524.000000 Penalty: 5951.881836
	Iteration 80F: 3 clusters Score -2.183352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 161837 members 
Entering Unmasked Estep 
Score: -21833496.000000 Penalty: 5951.881836
	Iteration 81Q: 3 clusters Score -2.18335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 161839 members 
Entering Unmasked Estep 
Score: -21833512.000000 Penalty: 5951.881836
	Iteration 82Q: 3 clusters Score -2.183351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 161841 members 
Entering Unmasked Estep 
Score: -21833510.000000 Penalty: 5951.881836
	Iteration 83Q: 3 clusters Score -2.183351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 161845 members 
Entering Unmasked Estep 
Score: -21833508.000000 Penalty: 5951.881836
	Iteration 84Q: 3 clusters Score -2.183351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 161846 members 
Entering Unmasked Estep 
Score: -21833520.000000 Penalty: 5951.881836
	Iteration 85Q: 3 clusters Score -2.183352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 161846 members 
Entering Unmasked Estep 
Score: -21833520.000000 Penalty: 5951.881836
	Iteration 86F: 3 clusters Score -2.183352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171501 members 
Entering Unmasked Estep 
Score: -23140324.000000 Penalty: 2988.981445
	Iteration 0F: 2 clusters Score -2.314032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -23028250.000000 Penalty: 5977.962891
	Iteration 0F: 3 clusters Score -2.302825e+07 nChanged 82273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -23076026.000000 Penalty: 5977.962891
	Iteration 1F: 3 clusters Score -2.307603e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -23076780.000000 Penalty: 5977.962891
	Iteration 2Q: 3 clusters Score -2.307678e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83780 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -23077500.000000 Penalty: 5977.962891
	Iteration 3Q: 3 clusters Score -2.30775e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -23078292.000000 Penalty: 5977.962891
	Iteration 4Q: 3 clusters Score -2.307829e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -23079442.000000 Penalty: 5977.962891
	Iteration 5Q: 3 clusters Score -2.307944e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -23081302.000000 Penalty: 5977.962891
	Iteration 6Q: 3 clusters Score -2.30813e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 98948 members 
Entering Unmasked Estep 
Score: -23084286.000000 Penalty: 5977.962891
	Iteration 7Q: 3 clusters Score -2.308429e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 105826 members 
Entering Unmasked Estep 
Score: -23089658.000000 Penalty: 5977.962891
	Iteration 8F: 3 clusters Score -2.308966e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -23097962.000000 Penalty: 5977.962891
	Iteration 9F: 3 clusters Score -2.309796e+07 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 125189 members 
Entering Unmasked Estep 
Score: -23108304.000000 Penalty: 5977.962891
	Iteration 10F: 3 clusters Score -2.31083e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 134524 members 
Entering Unmasked Estep 
Score: -23118420.000000 Penalty: 5977.962891
	Iteration 11F: 3 clusters Score -2.311842e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 141167 members 
Entering Unmasked Estep 
Score: -23125906.000000 Penalty: 5977.962891
	Iteration 12Q: 3 clusters Score -2.312591e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 145119 members 
Entering Unmasked Estep 
Score: -23130168.000000 Penalty: 5977.962891
	Iteration 13Q: 3 clusters Score -2.313017e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -23132186.000000 Penalty: 5977.962891
	Iteration 14Q: 3 clusters Score -2.313219e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 149628 members 
Entering Unmasked Estep 
Score: -23133168.000000 Penalty: 5977.962891
	Iteration 15Q: 3 clusters Score -2.313317e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 151378 members 
Entering Unmasked Estep 
Score: -23134008.000000 Penalty: 5977.962891
	Iteration 16Q: 3 clusters Score -2.313401e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -23134638.000000 Penalty: 5977.962891
	Iteration 17Q: 3 clusters Score -2.313464e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 154379 members 
Entering Unmasked Estep 
Score: -23135152.000000 Penalty: 5977.962891
	Iteration 18Q: 3 clusters Score -2.313515e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 155768 members 
Entering Unmasked Estep 
Score: -23135828.000000 Penalty: 5977.962891
	Iteration 19Q: 3 clusters Score -2.313583e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 157134 members 
Entering Unmasked Estep 
Score: -23136336.000000 Penalty: 5977.962891
	Iteration 20F: 3 clusters Score -2.313634e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 158540 members 
Entering Unmasked Estep 
Score: -23136830.000000 Penalty: 5977.962891
	Iteration 21Q: 3 clusters Score -2.313683e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 159962 members 
Entering Unmasked Estep 
Score: -23137280.000000 Penalty: 5977.962891
	Iteration 22Q: 3 clusters Score -2.313728e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 161372 members 
Entering Unmasked Estep 
Score: -23137618.000000 Penalty: 5977.962891
	Iteration 23Q: 3 clusters Score -2.313762e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 162665 members 
Entering Unmasked Estep 
Score: -23137876.000000 Penalty: 5977.962891
	Iteration 24Q: 3 clusters Score -2.313788e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 163822 members 
Entering Unmasked Estep 
Score: -23138088.000000 Penalty: 5977.962891
	Iteration 25Q: 3 clusters Score -2.313809e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 164827 members 
Entering Unmasked Estep 
Score: -23138242.000000 Penalty: 5977.962891
	Iteration 26Q: 3 clusters Score -2.313824e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 165731 members 
Entering Unmasked Estep 
Score: -23138308.000000 Penalty: 5977.962891
	Iteration 27Q: 3 clusters Score -2.313831e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 166494 members 
Entering Unmasked Estep 
Score: -23138434.000000 Penalty: 5977.962891
	Iteration 28Q: 3 clusters Score -2.313843e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 167107 members 
Entering Unmasked Estep 
Score: -23138468.000000 Penalty: 5977.962891
	Iteration 29Q: 3 clusters Score -2.313847e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 167653 members 
Entering Unmasked Estep 
Score: -23138416.000000 Penalty: 5977.962891
	Iteration 30Q: 3 clusters Score -2.313842e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 168075 members 
Entering Unmasked Estep 
Score: -23138416.000000 Penalty: 5977.962891
	Iteration 31Q: 3 clusters Score -2.313842e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 168451 members 
Entering Unmasked Estep 
Score: -23138378.000000 Penalty: 5977.962891
	Iteration 32Q: 3 clusters Score -2.313838e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 168756 members 
Entering Unmasked Estep 
Score: -23138358.000000 Penalty: 5977.962891
	Iteration 33Q: 3 clusters Score -2.313836e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 168987 members 
Entering Unmasked Estep 
Score: -23138322.000000 Penalty: 5977.962891
	Iteration 34Q: 3 clusters Score -2.313832e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 169170 members 
Entering Unmasked Estep 
Score: -23138254.000000 Penalty: 5977.962891
	Iteration 35Q: 3 clusters Score -2.313825e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 169321 members 
Entering Unmasked Estep 
Score: -23138244.000000 Penalty: 5977.962891
	Iteration 36Q: 3 clusters Score -2.313824e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 169435 members 
Entering Unmasked Estep 
Score: -23138248.000000 Penalty: 5977.962891
	Iteration 37Q: 3 clusters Score -2.313825e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 169533 members 
Entering Unmasked Estep 
Score: -23138214.000000 Penalty: 5977.962891
	Iteration 38Q: 3 clusters Score -2.313821e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -23138226.000000 Penalty: 5977.962891
	Iteration 39Q: 3 clusters Score -2.313823e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 169724 members 
Entering Unmasked Estep 
Score: -23138260.000000 Penalty: 5977.962891
	Iteration 40F: 3 clusters Score -2.313826e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 169804 members 
Entering Unmasked Estep 
Score: -23138278.000000 Penalty: 5977.962891
	Iteration 41Q: 3 clusters Score -2.313828e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 169864 members 
Entering Unmasked Estep 
Score: -23138254.000000 Penalty: 5977.962891
	Iteration 42Q: 3 clusters Score -2.313825e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 169913 members 
Entering Unmasked Estep 
Score: -23138262.000000 Penalty: 5977.962891
	Iteration 43Q: 3 clusters Score -2.313826e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 169952 members 
Entering Unmasked Estep 
Score: -23138266.000000 Penalty: 5977.962891
	Iteration 44Q: 3 clusters Score -2.313827e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -23138266.000000 Penalty: 5977.962891
	Iteration 45Q: 3 clusters Score -2.313827e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 170023 members 
Entering Unmasked Estep 
Score: -23138278.000000 Penalty: 5977.962891
	Iteration 46Q: 3 clusters Score -2.313828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -23138274.000000 Penalty: 5977.962891
	Iteration 47Q: 3 clusters Score -2.313827e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 170071 members 
Entering Unmasked Estep 
Score: -23138296.000000 Penalty: 5977.962891
	Iteration 48Q: 3 clusters Score -2.31383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 170093 members 
Entering Unmasked Estep 
Score: -23138312.000000 Penalty: 5977.962891
	Iteration 49Q: 3 clusters Score -2.313831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 170106 members 
Entering Unmasked Estep 
Score: -23138296.000000 Penalty: 5977.962891
	Iteration 50Q: 3 clusters Score -2.31383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 170116 members 
Entering Unmasked Estep 
Score: -23138252.000000 Penalty: 5977.962891
	Iteration 51Q: 3 clusters Score -2.313825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 170124 members 
Entering Unmasked Estep 
Score: -23138254.000000 Penalty: 5977.962891
	Iteration 52Q: 3 clusters Score -2.313825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 170131 members 
Entering Unmasked Estep 
Score: -23138234.000000 Penalty: 5977.962891
	Iteration 53Q: 3 clusters Score -2.313823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 170138 members 
Entering Unmasked Estep 
Score: -23138254.000000 Penalty: 5977.962891
	Iteration 54Q: 3 clusters Score -2.313825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 170143 members 
Entering Unmasked Estep 
Score: -23138250.000000 Penalty: 5977.962891
	Iteration 55Q: 3 clusters Score -2.313825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 170147 members 
Entering Unmasked Estep 
Score: -23138234.000000 Penalty: 5977.962891
	Iteration 56Q: 3 clusters Score -2.313823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -23138240.000000 Penalty: 5977.962891
	Iteration 57Q: 3 clusters Score -2.313824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -23138240.000000 Penalty: 5977.962891
	Iteration 58F: 3 clusters Score -2.313824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Entering Unmasked Estep 
Score: -857490.750000 Penalty: 2170.640137
	Iteration 0F: 2 clusters Score -857490.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -852109.687500 Penalty: 4341.280273
	Iteration 0F: 3 clusters Score -852109.7 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -853556.375000 Penalty: 4341.280273
	Iteration 1F: 3 clusters Score -853556.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -853970.250000 Penalty: 4341.280273
	Iteration 2F: 3 clusters Score -853970.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -854385.500000 Penalty: 4341.280273
	Iteration 3F: 3 clusters Score -854385.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -854790.312500 Penalty: 4341.280273
	Iteration 4F: 3 clusters Score -854790.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -855089.750000 Penalty: 4341.280273
	Iteration 5F: 3 clusters Score -855089.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -855271.125000 Penalty: 4341.280273
	Iteration 6Q: 3 clusters Score -855271.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -855413.375000 Penalty: 4341.280273
	Iteration 7Q: 3 clusters Score -855413.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -855508.750000 Penalty: 4341.280273
	Iteration 8Q: 3 clusters Score -855508.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -855596.687500 Penalty: 4341.280273
	Iteration 9Q: 3 clusters Score -855596.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -855683.937500 Penalty: 4341.280273
	Iteration 10Q: 3 clusters Score -855683.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -855771.250000 Penalty: 4341.280273
	Iteration 11Q: 3 clusters Score -855771.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -855856.687500 Penalty: 4341.280273
	Iteration 12Q: 3 clusters Score -855856.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -855983.812500 Penalty: 4341.280273
	Iteration 13Q: 3 clusters Score -855983.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -856111.625000 Penalty: 4341.280273
	Iteration 14Q: 3 clusters Score -856111.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -856230.250000 Penalty: 4341.280273
	Iteration 15Q: 3 clusters Score -856230.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -856320.875000 Penalty: 4341.280273
	Iteration 16Q: 3 clusters Score -856320.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -856374.812500 Penalty: 4341.280273
	Iteration 17Q: 3 clusters Score -856374.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -856401.437500 Penalty: 4341.280273
	Iteration 18Q: 3 clusters Score -856401.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -856417.625000 Penalty: 4341.280273
	Iteration 19Q: 3 clusters Score -856417.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -856445.250000 Penalty: 4341.280273
	Iteration 20F: 3 clusters Score -856445.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -856469.437500 Penalty: 4341.280273
	Iteration 21Q: 3 clusters Score -856469.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -856491.812500 Penalty: 4341.280273
	Iteration 22Q: 3 clusters Score -856491.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -856501.812500 Penalty: 4341.280273
	Iteration 23Q: 3 clusters Score -856501.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -856505.125000 Penalty: 4341.280273
	Iteration 24Q: 3 clusters Score -856505.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -856506.375000 Penalty: 4341.280273
	Iteration 25Q: 3 clusters Score -856506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -856509.687500 Penalty: 4341.280273
	Iteration 26Q: 3 clusters Score -856509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -856513.937500 Penalty: 4341.280273
	Iteration 27Q: 3 clusters Score -856513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -856516.875000 Penalty: 4341.280273
	Iteration 28Q: 3 clusters Score -856516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -856515.500000 Penalty: 4341.280273
	Iteration 29Q: 3 clusters Score -856515.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -856515.500000 Penalty: 4341.280273
	Iteration 30F: 3 clusters Score -856515.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (153880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153880 members 
Entering Unmasked Estep 
Score: -20688168.000000 Penalty: 2962.094238
	Iteration 0F: 2 clusters Score -2.068817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -20585490.000000 Penalty: 5924.188477
	Iteration 0F: 3 clusters Score -2.058549e+07 nChanged 73673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -20628218.000000 Penalty: 5924.188477
	Iteration 1F: 3 clusters Score -2.062822e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -20629262.000000 Penalty: 5924.188477
	Iteration 2Q: 3 clusters Score -2.062926e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -20630354.000000 Penalty: 5924.188477
	Iteration 3Q: 3 clusters Score -2.063035e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -20631780.000000 Penalty: 5924.188477
	Iteration 4Q: 3 clusters Score -2.063178e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69876 members 
Mstep: Class 2 contains 84004 members 
Entering Unmasked Estep 
Score: -20633376.000000 Penalty: 5924.188477
	Iteration 5Q: 3 clusters Score -2.063338e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -20635534.000000 Penalty: 5924.188477
	Iteration 6Q: 3 clusters Score -2.063553e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -20638864.000000 Penalty: 5924.188477
	Iteration 7Q: 3 clusters Score -2.063886e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -20643640.000000 Penalty: 5924.188477
	Iteration 8F: 3 clusters Score -2.064364e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -20649776.000000 Penalty: 5924.188477
	Iteration 9F: 3 clusters Score -2.064978e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
Score: -20657638.000000 Penalty: 5924.188477
	Iteration 10F: 3 clusters Score -2.065764e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 124816 members 
Entering Unmasked Estep 
Score: -20666026.000000 Penalty: 5924.188477
	Iteration 11F: 3 clusters Score -2.066603e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 131928 members 
Entering Unmasked Estep 
Score: -20673530.000000 Penalty: 5924.188477
	Iteration 12F: 3 clusters Score -2.067353e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 136623 members 
Entering Unmasked Estep 
Score: -20678550.000000 Penalty: 5924.188477
	Iteration 13Q: 3 clusters Score -2.067855e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 139360 members 
Entering Unmasked Estep 
Score: -20681186.000000 Penalty: 5924.188477
	Iteration 14Q: 3 clusters Score -2.068119e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 141119 members 
Entering Unmasked Estep 
Score: -20682410.000000 Penalty: 5924.188477
	Iteration 15Q: 3 clusters Score -2.068241e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -20683026.000000 Penalty: 5924.188477
	Iteration 16Q: 3 clusters Score -2.068303e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 143489 members 
Entering Unmasked Estep 
Score: -20683472.000000 Penalty: 5924.188477
	Iteration 17Q: 3 clusters Score -2.068347e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 144496 members 
Entering Unmasked Estep 
Score: -20683908.000000 Penalty: 5924.188477
	Iteration 18Q: 3 clusters Score -2.068391e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 145385 members 
Entering Unmasked Estep 
Score: -20684260.000000 Penalty: 5924.188477
	Iteration 19Q: 3 clusters Score -2.068426e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 146185 members 
Entering Unmasked Estep 
Score: -20684514.000000 Penalty: 5924.188477
	Iteration 20F: 3 clusters Score -2.068451e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 146909 members 
Entering Unmasked Estep 
Score: -20684736.000000 Penalty: 5924.188477
	Iteration 21Q: 3 clusters Score -2.068474e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 147563 members 
Entering Unmasked Estep 
Score: -20684912.000000 Penalty: 5924.188477
	Iteration 22Q: 3 clusters Score -2.068491e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 148129 members 
Entering Unmasked Estep 
Score: -20685058.000000 Penalty: 5924.188477
	Iteration 23Q: 3 clusters Score -2.068506e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 148604 members 
Entering Unmasked Estep 
Score: -20685174.000000 Penalty: 5924.188477
	Iteration 24Q: 3 clusters Score -2.068517e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 149064 members 
Entering Unmasked Estep 
Score: -20685292.000000 Penalty: 5924.188477
	Iteration 25Q: 3 clusters Score -2.068529e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 149453 members 
Entering Unmasked Estep 
Score: -20685380.000000 Penalty: 5924.188477
	Iteration 26Q: 3 clusters Score -2.068538e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 149777 members 
Entering Unmasked Estep 
Score: -20685488.000000 Penalty: 5924.188477
	Iteration 27Q: 3 clusters Score -2.068549e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 150069 members 
Entering Unmasked Estep 
Score: -20685586.000000 Penalty: 5924.188477
	Iteration 28Q: 3 clusters Score -2.068559e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -20685620.000000 Penalty: 5924.188477
	Iteration 29Q: 3 clusters Score -2.068562e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 150565 members 
Entering Unmasked Estep 
Score: -20685678.000000 Penalty: 5924.188477
	Iteration 30Q: 3 clusters Score -2.068568e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 150769 members 
Entering Unmasked Estep 
Score: -20685696.000000 Penalty: 5924.188477
	Iteration 31Q: 3 clusters Score -2.06857e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 150974 members 
Entering Unmasked Estep 
Score: -20685784.000000 Penalty: 5924.188477
	Iteration 32Q: 3 clusters Score -2.068578e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 151140 members 
Entering Unmasked Estep 
Score: -20685804.000000 Penalty: 5924.188477
	Iteration 33Q: 3 clusters Score -2.06858e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 151262 members 
Entering Unmasked Estep 
Score: -20685850.000000 Penalty: 5924.188477
	Iteration 34Q: 3 clusters Score -2.068585e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 151365 members 
Entering Unmasked Estep 
Score: -20685882.000000 Penalty: 5924.188477
	Iteration 35Q: 3 clusters Score -2.068588e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 151449 members 
Entering Unmasked Estep 
Score: -20685926.000000 Penalty: 5924.188477
	Iteration 36Q: 3 clusters Score -2.068593e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 151520 members 
Entering Unmasked Estep 
Score: -20685914.000000 Penalty: 5924.188477
	Iteration 37Q: 3 clusters Score -2.068591e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 151580 members 
Entering Unmasked Estep 
Score: -20685942.000000 Penalty: 5924.188477
	Iteration 38Q: 3 clusters Score -2.068594e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 151647 members 
Entering Unmasked Estep 
Score: -20685952.000000 Penalty: 5924.188477
	Iteration 39Q: 3 clusters Score -2.068595e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 151703 members 
Entering Unmasked Estep 
Score: -20685928.000000 Penalty: 5924.188477
	Iteration 40F: 3 clusters Score -2.068593e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 151753 members 
Entering Unmasked Estep 
Score: -20685906.000000 Penalty: 5924.188477
	Iteration 41Q: 3 clusters Score -2.068591e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 151798 members 
Entering Unmasked Estep 
Score: -20685940.000000 Penalty: 5924.188477
	Iteration 42Q: 3 clusters Score -2.068594e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -20685964.000000 Penalty: 5924.188477
	Iteration 43Q: 3 clusters Score -2.068596e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -20685990.000000 Penalty: 5924.188477
	Iteration 44Q: 3 clusters Score -2.068599e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 151925 members 
Entering Unmasked Estep 
Score: -20685998.000000 Penalty: 5924.188477
	Iteration 45Q: 3 clusters Score -2.0686e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 151962 members 
Entering Unmasked Estep 
Score: -20685982.000000 Penalty: 5924.188477
	Iteration 46Q: 3 clusters Score -2.068598e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 152001 members 
Entering Unmasked Estep 
Score: -20685944.000000 Penalty: 5924.188477
	Iteration 47Q: 3 clusters Score -2.068594e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 152040 members 
Entering Unmasked Estep 
Score: -20685940.000000 Penalty: 5924.188477
	Iteration 48Q: 3 clusters Score -2.068594e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 152078 members 
Entering Unmasked Estep 
Score: -20685960.000000 Penalty: 5924.188477
	Iteration 49Q: 3 clusters Score -2.068596e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 152114 members 
Entering Unmasked Estep 
Score: -20685952.000000 Penalty: 5924.188477
	Iteration 50Q: 3 clusters Score -2.068595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 152144 members 
Entering Unmasked Estep 
Score: -20685960.000000 Penalty: 5924.188477
	Iteration 51Q: 3 clusters Score -2.068596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -20685950.000000 Penalty: 5924.188477
	Iteration 52Q: 3 clusters Score -2.068595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 152172 members 
Entering Unmasked Estep 
Score: -20685964.000000 Penalty: 5924.188477
	Iteration 53Q: 3 clusters Score -2.068596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 152187 members 
Entering Unmasked Estep 
Score: -20685960.000000 Penalty: 5924.188477
	Iteration 54Q: 3 clusters Score -2.068596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 152193 members 
Entering Unmasked Estep 
Score: -20685972.000000 Penalty: 5924.188477
	Iteration 55Q: 3 clusters Score -2.068597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 152203 members 
Entering Unmasked Estep 
Score: -20685946.000000 Penalty: 5924.188477
	Iteration 56Q: 3 clusters Score -2.068595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 152212 members 
Entering Unmasked Estep 
Score: -20685956.000000 Penalty: 5924.188477
	Iteration 57Q: 3 clusters Score -2.068596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 152214 members 
Entering Unmasked Estep 
Score: -20685974.000000 Penalty: 5924.188477
	Iteration 58Q: 3 clusters Score -2.068597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 152215 members 
Entering Unmasked Estep 
Score: -20685970.000000 Penalty: 5924.188477
	Iteration 59Q: 3 clusters Score -2.068597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 152220 members 
Entering Unmasked Estep 
Score: -20685976.000000 Penalty: 5924.188477
	Iteration 60F: 3 clusters Score -2.068598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 152225 members 
Entering Unmasked Estep 
Score: -20685976.000000 Penalty: 5924.188477
	Iteration 61Q: 3 clusters Score -2.068598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 152232 members 
Entering Unmasked Estep 
Score: -20685966.000000 Penalty: 5924.188477
	Iteration 62Q: 3 clusters Score -2.068597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 152237 members 
Entering Unmasked Estep 
Score: -20685970.000000 Penalty: 5924.188477
	Iteration 63Q: 3 clusters Score -2.068597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 152243 members 
Entering Unmasked Estep 
Score: -20685966.000000 Penalty: 5924.188477
	Iteration 64Q: 3 clusters Score -2.068597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 152250 members 
Entering Unmasked Estep 
Score: -20685972.000000 Penalty: 5924.188477
	Iteration 65Q: 3 clusters Score -2.068597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 152257 members 
Entering Unmasked Estep 
Score: -20685994.000000 Penalty: 5924.188477
	Iteration 66Q: 3 clusters Score -2.068599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 152262 members 
Entering Unmasked Estep 
Score: -20685972.000000 Penalty: 5924.188477
	Iteration 67Q: 3 clusters Score -2.068597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 152271 members 
Entering Unmasked Estep 
Score: -20685986.000000 Penalty: 5924.188477
	Iteration 68Q: 3 clusters Score -2.068599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 152276 members 
Entering Unmasked Estep 
Score: -20685998.000000 Penalty: 5924.188477
	Iteration 69Q: 3 clusters Score -2.0686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 152284 members 
Entering Unmasked Estep 
Score: -20685986.000000 Penalty: 5924.188477
	Iteration 70Q: 3 clusters Score -2.068599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 152288 members 
Entering Unmasked Estep 
Score: -20685976.000000 Penalty: 5924.188477
	Iteration 71Q: 3 clusters Score -2.068598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 152294 members 
Entering Unmasked Estep 
Score: -20685990.000000 Penalty: 5924.188477
	Iteration 72Q: 3 clusters Score -2.068599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 152298 members 
Entering Unmasked Estep 
Score: -20685988.000000 Penalty: 5924.188477
	Iteration 73Q: 3 clusters Score -2.068599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 152301 members 
Entering Unmasked Estep 
Score: -20685978.000000 Penalty: 5924.188477
	Iteration 74Q: 3 clusters Score -2.068598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 152302 members 
Entering Unmasked Estep 
Score: -20685982.000000 Penalty: 5924.188477
	Iteration 75Q: 3 clusters Score -2.068598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 152307 members 
Entering Unmasked Estep 
Score: -20685974.000000 Penalty: 5924.188477
	Iteration 76Q: 3 clusters Score -2.068597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 152312 members 
Entering Unmasked Estep 
Score: -20685974.000000 Penalty: 5924.188477
	Iteration 77Q: 3 clusters Score -2.068597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 152318 members 
Entering Unmasked Estep 
Score: -20685980.000000 Penalty: 5924.188477
	Iteration 78Q: 3 clusters Score -2.068598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -20685984.000000 Penalty: 5924.188477
	Iteration 79Q: 3 clusters Score -2.068598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 152331 members 
Entering Unmasked Estep 
Score: -20685976.000000 Penalty: 5924.188477
	Iteration 80F: 3 clusters Score -2.068598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 152334 members 
Entering Unmasked Estep 
Score: -20685980.000000 Penalty: 5924.188477
	Iteration 81Q: 3 clusters Score -2.068598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 152337 members 
Entering Unmasked Estep 
Score: -20685976.000000 Penalty: 5924.188477
	Iteration 82Q: 3 clusters Score -2.068598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -20685978.000000 Penalty: 5924.188477
	Iteration 83Q: 3 clusters Score -2.068598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -20685978.000000 Penalty: 5924.188477
	Iteration 84F: 3 clusters Score -2.068598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -184828.765625 Penalty: 1811.519897
	Iteration 0F: 2 clusters Score -184828.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -182562.187500 Penalty: 3623.039795
	Iteration 0F: 3 clusters Score -182562.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -182933.687500 Penalty: 3623.039795
	Iteration 1F: 3 clusters Score -182933.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -183077.468750 Penalty: 3623.039795
	Iteration 2F: 3 clusters Score -183077.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183273.281250 Penalty: 3623.039795
	Iteration 3F: 3 clusters Score -183273.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183446.921875 Penalty: 3623.039795
	Iteration 4F: 3 clusters Score -183446.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -183577.093750 Penalty: 3623.039795
	Iteration 5F: 3 clusters Score -183577.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -183671.671875 Penalty: 3623.039795
	Iteration 6Q: 3 clusters Score -183671.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -183765.187500 Penalty: 3623.039795
	Iteration 7Q: 3 clusters Score -183765.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -183826.437500 Penalty: 3623.039795
	Iteration 8Q: 3 clusters Score -183826.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -183867.687500 Penalty: 3623.039795
	Iteration 9Q: 3 clusters Score -183867.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -183890.328125 Penalty: 3623.039795
	Iteration 10Q: 3 clusters Score -183890.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -183915.187500 Penalty: 3623.039795
	Iteration 11Q: 3 clusters Score -183915.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -183945.390625 Penalty: 3623.039795
	Iteration 12Q: 3 clusters Score -183945.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -183963.968750 Penalty: 3623.039795
	Iteration 13Q: 3 clusters Score -183964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -183978.296875 Penalty: 3623.039795
	Iteration 14Q: 3 clusters Score -183978.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -183998.171875 Penalty: 3623.039795
	Iteration 15Q: 3 clusters Score -183998.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -184011.296875 Penalty: 3623.039795
	Iteration 16Q: 3 clusters Score -184011.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -184030.437500 Penalty: 3623.039795
	Iteration 17Q: 3 clusters Score -184030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -184045.921875 Penalty: 3623.039795
	Iteration 18Q: 3 clusters Score -184045.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -184073.281250 Penalty: 3623.039795
	Iteration 19Q: 3 clusters Score -184073.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -184106.546875 Penalty: 3623.039795
	Iteration 20F: 3 clusters Score -184106.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -184142.218750 Penalty: 3623.039795
	Iteration 21Q: 3 clusters Score -184142.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -184164.937500 Penalty: 3623.039795
	Iteration 22Q: 3 clusters Score -184164.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -184195.281250 Penalty: 3623.039795
	Iteration 23Q: 3 clusters Score -184195.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -184248.734375 Penalty: 3623.039795
	Iteration 24Q: 3 clusters Score -184248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -184268.968750 Penalty: 3623.039795
	Iteration 25Q: 3 clusters Score -184269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -184288.781250 Penalty: 3623.039795
	Iteration 26Q: 3 clusters Score -184288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -184306.906250 Penalty: 3623.039795
	Iteration 27Q: 3 clusters Score -184306.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -184333.328125 Penalty: 3623.039795
	Iteration 28Q: 3 clusters Score -184333.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -184387.203125 Penalty: 3623.039795
	Iteration 29Q: 3 clusters Score -184387.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -184456.484375 Penalty: 3623.039795
	Iteration 30Q: 3 clusters Score -184456.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -184531.515625 Penalty: 3623.039795
	Iteration 31Q: 3 clusters Score -184531.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -184587.375000 Penalty: 3623.039795
	Iteration 32Q: 3 clusters Score -184587.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -184652.312500 Penalty: 3623.039795
	Iteration 33Q: 3 clusters Score -184652.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -184738.250000 Penalty: 3623.039795
	Iteration 34Q: 3 clusters Score -184738.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -184811.687500 Penalty: 3623.039795
	Iteration 35Q: 3 clusters Score -184811.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -184847.656250 Penalty: 3623.039795
	Iteration 36Q: 3 clusters Score -184847.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -184857.890625 Penalty: 3623.039795
	Iteration 37Q: 3 clusters Score -184857.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -184872.125000 Penalty: 3623.039795
	Iteration 38Q: 3 clusters Score -184872.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -184885.703125 Penalty: 3623.039795
	Iteration 39Q: 3 clusters Score -184885.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -184913.796875 Penalty: 3623.039795
	Iteration 40F: 3 clusters Score -184913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -184939.453125 Penalty: 3623.039795
	Iteration 41Q: 3 clusters Score -184939.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -184944.343750 Penalty: 3623.039795
	Iteration 42Q: 3 clusters Score -184944.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -184946.296875 Penalty: 3623.039795
	Iteration 43Q: 3 clusters Score -184946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -184948.781250 Penalty: 3623.039795
	Iteration 44Q: 3 clusters Score -184948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -184949.265625 Penalty: 3623.039795
	Iteration 45Q: 3 clusters Score -184949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -184949.265625 Penalty: 3623.039795
	Iteration 46F: 3 clusters Score -184949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38412 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45655 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 4353 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162716 members 
Mstep: Class 12 contains 171501 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153880 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 197876 members 
Mstep: Class 17 contains 192536 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61076 members 
Mstep: Class 21 contains 31186 members 
Mstep: Class 22 contains 837 members 
Entering Unmasked Estep 
Score: -144349696.000000 Penalty: 75875.242188
Splitting cluster 15 changes total score from -144351200.000000 to -144349696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (197876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197876 members 
Entering Unmasked Estep 
Score: -26463032.000000 Penalty: 3024.458008
	Iteration 0F: 2 clusters Score -2.646303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99016 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -26334896.000000 Penalty: 6048.916016
	Iteration 0F: 3 clusters Score -2.63349e+07 nChanged 95290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -26390148.000000 Penalty: 6048.916016
	Iteration 1F: 3 clusters Score -2.639015e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100587 members 
Mstep: Class 2 contains 97289 members 
Entering Unmasked Estep 
Score: -26391472.000000 Penalty: 6048.916016
	Iteration 2Q: 3 clusters Score -2.639147e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101349 members 
Mstep: Class 2 contains 96527 members 
Entering Unmasked Estep 
Score: -26393170.000000 Penalty: 6048.916016
	Iteration 3Q: 3 clusters Score -2.639317e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 95279 members 
Entering Unmasked Estep 
Score: -26395162.000000 Penalty: 6048.916016
	Iteration 4Q: 3 clusters Score -2.639516e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104722 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -26397954.000000 Penalty: 6048.916016
	Iteration 5Q: 3 clusters Score -2.639795e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 89645 members 
Entering Unmasked Estep 
Score: -26402238.000000 Penalty: 6048.916016
	Iteration 6Q: 3 clusters Score -2.640224e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -26408730.000000 Penalty: 6048.916016
	Iteration 7F: 3 clusters Score -2.640873e+07 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120971 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -26417890.000000 Penalty: 6048.916016
	Iteration 8F: 3 clusters Score -2.641789e+07 nChanged 13497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129256 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -26428794.000000 Penalty: 6048.916016
	Iteration 9F: 3 clusters Score -2.642879e+07 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136597 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -26437446.000000 Penalty: 6048.916016
	Iteration 10F: 3 clusters Score -2.643745e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -26442460.000000 Penalty: 6048.916016
	Iteration 11Q: 3 clusters Score -2.644246e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147456 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -26445684.000000 Penalty: 6048.916016
	Iteration 12Q: 3 clusters Score -2.644568e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152124 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -26448138.000000 Penalty: 6048.916016
	Iteration 13Q: 3 clusters Score -2.644814e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -26450318.000000 Penalty: 6048.916016
	Iteration 14Q: 3 clusters Score -2.645032e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160222 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -26451886.000000 Penalty: 6048.916016
	Iteration 15Q: 3 clusters Score -2.645189e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163675 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -26453284.000000 Penalty: 6048.916016
	Iteration 16Q: 3 clusters Score -2.645328e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -26454436.000000 Penalty: 6048.916016
	Iteration 17Q: 3 clusters Score -2.645444e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169528 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -26455452.000000 Penalty: 6048.916016
	Iteration 18Q: 3 clusters Score -2.645545e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171972 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -26456440.000000 Penalty: 6048.916016
	Iteration 19Q: 3 clusters Score -2.645644e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174074 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -26457266.000000 Penalty: 6048.916016
	Iteration 20F: 3 clusters Score -2.645727e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175915 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -26457782.000000 Penalty: 6048.916016
	Iteration 21Q: 3 clusters Score -2.645778e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177487 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -26458108.000000 Penalty: 6048.916016
	Iteration 22Q: 3 clusters Score -2.645811e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178888 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -26458498.000000 Penalty: 6048.916016
	Iteration 23Q: 3 clusters Score -2.64585e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180136 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -26458824.000000 Penalty: 6048.916016
	Iteration 24Q: 3 clusters Score -2.645882e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181268 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -26459092.000000 Penalty: 6048.916016
	Iteration 25Q: 3 clusters Score -2.645909e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182253 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -26459270.000000 Penalty: 6048.916016
	Iteration 26Q: 3 clusters Score -2.645927e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183110 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -26459422.000000 Penalty: 6048.916016
	Iteration 27Q: 3 clusters Score -2.645942e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183944 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -26459590.000000 Penalty: 6048.916016
	Iteration 28Q: 3 clusters Score -2.645959e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184678 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -26459828.000000 Penalty: 6048.916016
	Iteration 29Q: 3 clusters Score -2.645983e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185355 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -26459954.000000 Penalty: 6048.916016
	Iteration 30Q: 3 clusters Score -2.645995e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185977 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -26460042.000000 Penalty: 6048.916016
	Iteration 31Q: 3 clusters Score -2.646004e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186525 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -26460184.000000 Penalty: 6048.916016
	Iteration 32Q: 3 clusters Score -2.646018e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187040 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -26460198.000000 Penalty: 6048.916016
	Iteration 33Q: 3 clusters Score -2.64602e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187549 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -26460392.000000 Penalty: 6048.916016
	Iteration 34Q: 3 clusters Score -2.646039e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188008 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -26460484.000000 Penalty: 6048.916016
	Iteration 35Q: 3 clusters Score -2.646048e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188431 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -26460498.000000 Penalty: 6048.916016
	Iteration 36Q: 3 clusters Score -2.64605e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188849 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -26460504.000000 Penalty: 6048.916016
	Iteration 37Q: 3 clusters Score -2.64605e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189244 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -26460546.000000 Penalty: 6048.916016
	Iteration 38Q: 3 clusters Score -2.646055e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189602 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -26460640.000000 Penalty: 6048.916016
	Iteration 39Q: 3 clusters Score -2.646064e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189909 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -26460718.000000 Penalty: 6048.916016
	Iteration 40F: 3 clusters Score -2.646072e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190175 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -26460804.000000 Penalty: 6048.916016
	Iteration 41Q: 3 clusters Score -2.64608e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190414 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -26460808.000000 Penalty: 6048.916016
	Iteration 42Q: 3 clusters Score -2.646081e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190630 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -26460830.000000 Penalty: 6048.916016
	Iteration 43Q: 3 clusters Score -2.646083e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190822 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -26460822.000000 Penalty: 6048.916016
	Iteration 44Q: 3 clusters Score -2.646082e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191011 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -26460812.000000 Penalty: 6048.916016
	Iteration 45Q: 3 clusters Score -2.646081e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191203 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -26460838.000000 Penalty: 6048.916016
	Iteration 46Q: 3 clusters Score -2.646084e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191376 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -26460816.000000 Penalty: 6048.916016
	Iteration 47Q: 3 clusters Score -2.646082e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191528 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -26460792.000000 Penalty: 6048.916016
	Iteration 48Q: 3 clusters Score -2.646079e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191672 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -26460794.000000 Penalty: 6048.916016
	Iteration 49Q: 3 clusters Score -2.646079e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191809 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -26460880.000000 Penalty: 6048.916016
	Iteration 50Q: 3 clusters Score -2.646088e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191936 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -26460882.000000 Penalty: 6048.916016
	Iteration 51Q: 3 clusters Score -2.646088e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192064 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -26460782.000000 Penalty: 6048.916016
	Iteration 52Q: 3 clusters Score -2.646078e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192181 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -26460812.000000 Penalty: 6048.916016
	Iteration 53Q: 3 clusters Score -2.646081e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192289 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -26460878.000000 Penalty: 6048.916016
	Iteration 54Q: 3 clusters Score -2.646088e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192385 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -26460882.000000 Penalty: 6048.916016
	Iteration 55Q: 3 clusters Score -2.646088e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192484 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -26460870.000000 Penalty: 6048.916016
	Iteration 56Q: 3 clusters Score -2.646087e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192577 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -26460836.000000 Penalty: 6048.916016
	Iteration 57Q: 3 clusters Score -2.646084e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192668 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -26460846.000000 Penalty: 6048.916016
	Iteration 58Q: 3 clusters Score -2.646085e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192758 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -26460886.000000 Penalty: 6048.916016
	Iteration 59Q: 3 clusters Score -2.646089e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192852 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -26460928.000000 Penalty: 6048.916016
	Iteration 60F: 3 clusters Score -2.646093e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192950 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -26460912.000000 Penalty: 6048.916016
	Iteration 61Q: 3 clusters Score -2.646091e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193036 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -26460912.000000 Penalty: 6048.916016
	Iteration 62Q: 3 clusters Score -2.646091e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193117 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -26460988.000000 Penalty: 6048.916016
	Iteration 63Q: 3 clusters Score -2.646099e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193186 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -26461022.000000 Penalty: 6048.916016
	Iteration 64Q: 3 clusters Score -2.646102e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193245 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -26461016.000000 Penalty: 6048.916016
	Iteration 65Q: 3 clusters Score -2.646102e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193300 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -26460992.000000 Penalty: 6048.916016
	Iteration 66Q: 3 clusters Score -2.646099e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193350 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -26461012.000000 Penalty: 6048.916016
	Iteration 67Q: 3 clusters Score -2.646101e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193390 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -26461044.000000 Penalty: 6048.916016
	Iteration 68Q: 3 clusters Score -2.646104e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193429 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -26461062.000000 Penalty: 6048.916016
	Iteration 69Q: 3 clusters Score -2.646106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193469 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -26461116.000000 Penalty: 6048.916016
	Iteration 70Q: 3 clusters Score -2.646112e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193505 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -26461088.000000 Penalty: 6048.916016
	Iteration 71Q: 3 clusters Score -2.646109e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193538 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -26461086.000000 Penalty: 6048.916016
	Iteration 72Q: 3 clusters Score -2.646109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193575 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -26461100.000000 Penalty: 6048.916016
	Iteration 73Q: 3 clusters Score -2.64611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193601 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -26461132.000000 Penalty: 6048.916016
	Iteration 74Q: 3 clusters Score -2.646113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193631 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -26461136.000000 Penalty: 6048.916016
	Iteration 75Q: 3 clusters Score -2.646114e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193661 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -26461142.000000 Penalty: 6048.916016
	Iteration 76Q: 3 clusters Score -2.646114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193687 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -26461142.000000 Penalty: 6048.916016
	Iteration 77Q: 3 clusters Score -2.646114e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193715 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -26461166.000000 Penalty: 6048.916016
	Iteration 78Q: 3 clusters Score -2.646117e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193740 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -26461186.000000 Penalty: 6048.916016
	Iteration 79Q: 3 clusters Score -2.646119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193760 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -26461168.000000 Penalty: 6048.916016
	Iteration 80F: 3 clusters Score -2.646117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193776 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -26461166.000000 Penalty: 6048.916016
	Iteration 81Q: 3 clusters Score -2.646117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193790 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -26461164.000000 Penalty: 6048.916016
	Iteration 82Q: 3 clusters Score -2.646116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193807 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -26461176.000000 Penalty: 6048.916016
	Iteration 83Q: 3 clusters Score -2.646118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193829 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -26461152.000000 Penalty: 6048.916016
	Iteration 84Q: 3 clusters Score -2.646115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193843 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -26461160.000000 Penalty: 6048.916016
	Iteration 85Q: 3 clusters Score -2.646116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193849 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -26461142.000000 Penalty: 6048.916016
	Iteration 86Q: 3 clusters Score -2.646114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193851 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -26461158.000000 Penalty: 6048.916016
	Iteration 87Q: 3 clusters Score -2.646116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193856 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -26461158.000000 Penalty: 6048.916016
	Iteration 88Q: 3 clusters Score -2.646116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193861 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -26461160.000000 Penalty: 6048.916016
	Iteration 89Q: 3 clusters Score -2.646116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193869 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -26461160.000000 Penalty: 6048.916016
	Iteration 90Q: 3 clusters Score -2.646116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193880 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -26461150.000000 Penalty: 6048.916016
	Iteration 91Q: 3 clusters Score -2.646115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193888 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -26461136.000000 Penalty: 6048.916016
	Iteration 92Q: 3 clusters Score -2.646114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193896 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -26461142.000000 Penalty: 6048.916016
	Iteration 93Q: 3 clusters Score -2.646114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193903 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -26461134.000000 Penalty: 6048.916016
	Iteration 94Q: 3 clusters Score -2.646113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193911 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -26461132.000000 Penalty: 6048.916016
	Iteration 95Q: 3 clusters Score -2.646113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193923 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -26461154.000000 Penalty: 6048.916016
	Iteration 96Q: 3 clusters Score -2.646115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193927 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -26461140.000000 Penalty: 6048.916016
	Iteration 97Q: 3 clusters Score -2.646114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193929 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -26461146.000000 Penalty: 6048.916016
	Iteration 98Q: 3 clusters Score -2.646115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193933 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -26461162.000000 Penalty: 6048.916016
	Iteration 99Q: 3 clusters Score -2.646116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193935 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -26461148.000000 Penalty: 6048.916016
	Iteration 100F: 3 clusters Score -2.646115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (192536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192536 members 
Entering Unmasked Estep 
Score: -25766386.000000 Penalty: 3017.673584
	Iteration 0F: 2 clusters Score -2.576639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 96050 members 
Entering Unmasked Estep 
Score: -25643990.000000 Penalty: 6035.347168
	Iteration 0F: 3 clusters Score -2.564399e+07 nChanged 92609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101511 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -25698084.000000 Penalty: 6035.347168
	Iteration 1F: 3 clusters Score -2.569808e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104962 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -25699700.000000 Penalty: 6035.347168
	Iteration 2Q: 3 clusters Score -2.56997e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -25701830.000000 Penalty: 6035.347168
	Iteration 3Q: 3 clusters Score -2.570183e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118749 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -25705796.000000 Penalty: 6035.347168
	Iteration 4Q: 3 clusters Score -2.57058e+07 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130590 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -25713398.000000 Penalty: 6035.347168
	Iteration 5F: 3 clusters Score -2.57134e+07 nChanged 15939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146261 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -25726140.000000 Penalty: 6035.347168
	Iteration 6F: 3 clusters Score -2.572614e+07 nChanged 17511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163686 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -25741782.000000 Penalty: 6035.347168
	Iteration 7F: 3 clusters Score -2.574178e+07 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178003 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -25753504.000000 Penalty: 6035.347168
	Iteration 8F: 3 clusters Score -2.57535e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186404 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -25759694.000000 Penalty: 6035.347168
	Iteration 9Q: 3 clusters Score -2.575969e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190093 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -25762088.000000 Penalty: 6035.347168
	Iteration 10Q: 3 clusters Score -2.576209e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191453 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -25763072.000000 Penalty: 6035.347168
	Iteration 11Q: 3 clusters Score -2.576307e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191932 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -25763482.000000 Penalty: 6035.347168
	Iteration 12Q: 3 clusters Score -2.576348e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192096 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -25763610.000000 Penalty: 6035.347168
	Iteration 13Q: 3 clusters Score -2.576361e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192154 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -25763692.000000 Penalty: 6035.347168
	Iteration 14Q: 3 clusters Score -2.576369e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192180 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -25763716.000000 Penalty: 6035.347168
	Iteration 15Q: 3 clusters Score -2.576372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192201 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25763708.000000 Penalty: 6035.347168
	Iteration 16Q: 3 clusters Score -2.576371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192206 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25763714.000000 Penalty: 6035.347168
	Iteration 17Q: 3 clusters Score -2.576371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25763720.000000 Penalty: 6035.347168
	Iteration 18Q: 3 clusters Score -2.576372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192225 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25763734.000000 Penalty: 6035.347168
	Iteration 19Q: 3 clusters Score -2.576373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192229 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25763746.000000 Penalty: 6035.347168
	Iteration 20F: 3 clusters Score -2.576375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192232 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25763760.000000 Penalty: 6035.347168
	Iteration 21Q: 3 clusters Score -2.576376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192236 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25763754.000000 Penalty: 6035.347168
	Iteration 22Q: 3 clusters Score -2.576375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192237 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25763758.000000 Penalty: 6035.347168
	Iteration 23Q: 3 clusters Score -2.576376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192237 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25763758.000000 Penalty: 6035.347168
	Iteration 24F: 3 clusters Score -2.576376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -74264.648438 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -74264.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72640.000000 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -72640 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73030.429688 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -73030.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73303.859375 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -73303.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73405.796875 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -73405.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73460.773438 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -73460.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73499.101562 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -73499.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73520.812500 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -73520.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -73532.804688 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -73532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73539.554688 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -73539.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73542.031250 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -73542.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73543.632812 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -73543.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -73545.796875 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -73545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73546.593750 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -73546.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73546.593750 Penalty: 3188.340332
	Iteration 13F: 3 clusters Score -73546.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -7064.777344 Penalty: 1039.034424
	Iteration 0F: 2 clusters Score -7064.777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2746.498535 Penalty: 1039.034424
	Iteration 0F: 2 clusters Score -2746.499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7064.777344 Penalty: 1039.034424
	Iteration 1F: 2 clusters Score -7064.777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Entering Unmasked Estep 
Score: -8282933.000000 Penalty: 2732.928955
	Iteration 0F: 2 clusters Score -8282933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -8241965.000000 Penalty: 5465.857910
	Iteration 0F: 3 clusters Score -8241965 nChanged 28328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -8257817.000000 Penalty: 5465.857910
	Iteration 1F: 3 clusters Score -8257817 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -8258622.500000 Penalty: 5465.857910
	Iteration 2Q: 3 clusters Score -8258622 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -8259508.000000 Penalty: 5465.857910
	Iteration 3Q: 3 clusters Score -8259508 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -8260756.500000 Penalty: 5465.857910
	Iteration 4Q: 3 clusters Score -8260756 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -8262673.500000 Penalty: 5465.857910
	Iteration 5F: 3 clusters Score -8262674 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8265357.000000 Penalty: 5465.857910
	Iteration 6F: 3 clusters Score -8265357 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8268797.000000 Penalty: 5465.857910
	Iteration 7F: 3 clusters Score -8268797 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -8272110.500000 Penalty: 5465.857910
	Iteration 8F: 3 clusters Score -8272110 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -8274895.500000 Penalty: 5465.857910
	Iteration 9F: 3 clusters Score -8274896 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -8276800.500000 Penalty: 5465.857910
	Iteration 10Q: 3 clusters Score -8276800 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -8277874.500000 Penalty: 5465.857910
	Iteration 11Q: 3 clusters Score -8277874 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -8278573.000000 Penalty: 5465.857910
	Iteration 12Q: 3 clusters Score -8278573 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -8278982.500000 Penalty: 5465.857910
	Iteration 13Q: 3 clusters Score -8278982 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -8279306.500000 Penalty: 5465.857910
	Iteration 14Q: 3 clusters Score -8279306 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -8279557.500000 Penalty: 5465.857910
	Iteration 15Q: 3 clusters Score -8279558 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -8279735.500000 Penalty: 5465.857910
	Iteration 16Q: 3 clusters Score -8279736 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -8279898.000000 Penalty: 5465.857910
	Iteration 17Q: 3 clusters Score -8279898 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -8280044.000000 Penalty: 5465.857910
	Iteration 18Q: 3 clusters Score -8280044 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -8280127.500000 Penalty: 5465.857910
	Iteration 19Q: 3 clusters Score -8280128 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -8280193.000000 Penalty: 5465.857910
	Iteration 20F: 3 clusters Score -8280193 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -8280241.000000 Penalty: 5465.857910
	Iteration 21Q: 3 clusters Score -8280241 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -8280268.000000 Penalty: 5465.857910
	Iteration 22Q: 3 clusters Score -8280268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -8280308.500000 Penalty: 5465.857910
	Iteration 23Q: 3 clusters Score -8280308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -8280311.000000 Penalty: 5465.857910
	Iteration 24Q: 3 clusters Score -8280311 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -8280327.500000 Penalty: 5465.857910
	Iteration 25Q: 3 clusters Score -8280328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -8280359.500000 Penalty: 5465.857910
	Iteration 26Q: 3 clusters Score -8280360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -8280361.000000 Penalty: 5465.857910
	Iteration 27Q: 3 clusters Score -8280361 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -8280368.000000 Penalty: 5465.857910
	Iteration 28Q: 3 clusters Score -8280368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -8280357.500000 Penalty: 5465.857910
	Iteration 29Q: 3 clusters Score -8280358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -8280370.000000 Penalty: 5465.857910
	Iteration 30Q: 3 clusters Score -8280370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -8280362.500000 Penalty: 5465.857910
	Iteration 31Q: 3 clusters Score -8280362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -8280397.500000 Penalty: 5465.857910
	Iteration 32Q: 3 clusters Score -8280398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -8280423.500000 Penalty: 5465.857910
	Iteration 33Q: 3 clusters Score -8280424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -8280469.000000 Penalty: 5465.857910
	Iteration 34Q: 3 clusters Score -8280469 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -8280460.500000 Penalty: 5465.857910
	Iteration 35Q: 3 clusters Score -8280460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -8280484.000000 Penalty: 5465.857910
	Iteration 36Q: 3 clusters Score -8280484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -8280486.000000 Penalty: 5465.857910
	Iteration 37Q: 3 clusters Score -8280486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -8280503.000000 Penalty: 5465.857910
	Iteration 38Q: 3 clusters Score -8280503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -8280502.500000 Penalty: 5465.857910
	Iteration 39Q: 3 clusters Score -8280502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -8280507.000000 Penalty: 5465.857910
	Iteration 40F: 3 clusters Score -8280507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -8280506.000000 Penalty: 5465.857910
	Iteration 41Q: 3 clusters Score -8280506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -8280507.000000 Penalty: 5465.857910
	Iteration 42Q: 3 clusters Score -8280507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -8280499.000000 Penalty: 5465.857910
	Iteration 43Q: 3 clusters Score -8280499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -8280498.500000 Penalty: 5465.857910
	Iteration 44Q: 3 clusters Score -8280498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -8280499.000000 Penalty: 5465.857910
	Iteration 45Q: 3 clusters Score -8280499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -8280505.500000 Penalty: 5465.857910
	Iteration 46Q: 3 clusters Score -8280506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -8280499.000000 Penalty: 5465.857910
	Iteration 47Q: 3 clusters Score -8280499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -8280507.500000 Penalty: 5465.857910
	Iteration 48Q: 3 clusters Score -8280508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -8280514.000000 Penalty: 5465.857910
	Iteration 49Q: 3 clusters Score -8280514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -8280515.500000 Penalty: 5465.857910
	Iteration 50Q: 3 clusters Score -8280516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -8280512.000000 Penalty: 5465.857910
	Iteration 51Q: 3 clusters Score -8280512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -8280514.000000 Penalty: 5465.857910
	Iteration 52Q: 3 clusters Score -8280514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -8280514.000000 Penalty: 5465.857910
	Iteration 53Q: 3 clusters Score -8280514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -8280512.500000 Penalty: 5465.857910
	Iteration 54Q: 3 clusters Score -8280512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -8280512.500000 Penalty: 5465.857910
	Iteration 55F: 3 clusters Score -8280512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Entering Unmasked Estep 
Score: -4235752.500000 Penalty: 2566.235840
	Iteration 0F: 2 clusters Score -4235752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4214417.000000 Penalty: 5132.471680
	Iteration 0F: 3 clusters Score -4214417 nChanged 14126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -4222012.000000 Penalty: 5132.471680
	Iteration 1F: 3 clusters Score -4222012 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4222449.500000 Penalty: 5132.471680
	Iteration 2Q: 3 clusters Score -4222450 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -4222803.000000 Penalty: 5132.471680
	Iteration 3Q: 3 clusters Score -4222803 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4223175.500000 Penalty: 5132.471680
	Iteration 4Q: 3 clusters Score -4223176 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -4223656.000000 Penalty: 5132.471680
	Iteration 5Q: 3 clusters Score -4223656 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -4224256.000000 Penalty: 5132.471680
	Iteration 6Q: 3 clusters Score -4224256 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -4225070.000000 Penalty: 5132.471680
	Iteration 7Q: 3 clusters Score -4225070 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -4226158.500000 Penalty: 5132.471680
	Iteration 8F: 3 clusters Score -4226158 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4227513.500000 Penalty: 5132.471680
	Iteration 9F: 3 clusters Score -4227514 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4229174.500000 Penalty: 5132.471680
	Iteration 10F: 3 clusters Score -4229174 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4230787.500000 Penalty: 5132.471680
	Iteration 11F: 3 clusters Score -4230788 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4231957.000000 Penalty: 5132.471680
	Iteration 12Q: 3 clusters Score -4231957 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4232671.500000 Penalty: 5132.471680
	Iteration 13Q: 3 clusters Score -4232672 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4233075.500000 Penalty: 5132.471680
	Iteration 14Q: 3 clusters Score -4233076 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4233271.000000 Penalty: 5132.471680
	Iteration 15Q: 3 clusters Score -4233271 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4233379.500000 Penalty: 5132.471680
	Iteration 16Q: 3 clusters Score -4233380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4233427.000000 Penalty: 5132.471680
	Iteration 17Q: 3 clusters Score -4233427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4233465.000000 Penalty: 5132.471680
	Iteration 18Q: 3 clusters Score -4233465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4233500.500000 Penalty: 5132.471680
	Iteration 19Q: 3 clusters Score -4233500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4233526.000000 Penalty: 5132.471680
	Iteration 20F: 3 clusters Score -4233526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4233529.500000 Penalty: 5132.471680
	Iteration 21Q: 3 clusters Score -4233530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4233529.000000 Penalty: 5132.471680
	Iteration 22Q: 3 clusters Score -4233529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4233529.500000 Penalty: 5132.471680
	Iteration 23Q: 3 clusters Score -4233530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4233529.500000 Penalty: 5132.471680
	Iteration 24F: 3 clusters Score -4233530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38412 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45655 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 4353 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162716 members 
Mstep: Class 12 contains 171501 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153880 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197876 members 
Mstep: Class 17 contains 192536 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61076 members 
Mstep: Class 21 contains 31186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351216.000000 Penalty: 72426.367188
Iteration 239Q: 22 clusters Score -1.443512e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38408 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45652 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162708 members 
Mstep: Class 12 contains 171505 members 
Mstep: Class 13 contains 6328 members 
Mstep: Class 14 contains 153876 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197873 members 
Mstep: Class 17 contains 192537 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61094 members 
Mstep: Class 21 contains 31184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351136.000000 Penalty: 72426.367188
Iteration 240F: 22 clusters Score -1.443511e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38407 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45651 members 
Mstep: Class 7 contains 18375 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162707 members 
Mstep: Class 12 contains 171502 members 
Mstep: Class 13 contains 6328 members 
Mstep: Class 14 contains 153863 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197869 members 
Mstep: Class 17 contains 192541 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61115 members 
Mstep: Class 21 contains 31183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351264.000000 Penalty: 72426.367188
Iteration 241Q: 22 clusters Score -1.443513e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38403 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45646 members 
Mstep: Class 7 contains 18374 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162707 members 
Mstep: Class 12 contains 171501 members 
Mstep: Class 13 contains 6328 members 
Mstep: Class 14 contains 153851 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197862 members 
Mstep: Class 17 contains 192553 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61132 members 
Mstep: Class 21 contains 31184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351200.000000 Penalty: 72426.367188
Iteration 242Q: 22 clusters Score -1.443512e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38398 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45641 members 
Mstep: Class 7 contains 18370 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162709 members 
Mstep: Class 12 contains 171502 members 
Mstep: Class 13 contains 6328 members 
Mstep: Class 14 contains 153848 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197853 members 
Mstep: Class 17 contains 192555 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61155 members 
Mstep: Class 21 contains 31182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351200.000000 Penalty: 72426.367188
Iteration 243Q: 22 clusters Score -1.443512e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38395 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45640 members 
Mstep: Class 7 contains 18368 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162707 members 
Mstep: Class 12 contains 171504 members 
Mstep: Class 13 contains 6328 members 
Mstep: Class 14 contains 153843 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197841 members 
Mstep: Class 17 contains 192556 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61174 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351184.000000 Penalty: 72426.367188
Iteration 244Q: 22 clusters Score -1.443512e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38395 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45639 members 
Mstep: Class 7 contains 18366 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162703 members 
Mstep: Class 12 contains 171506 members 
Mstep: Class 13 contains 6328 members 
Mstep: Class 14 contains 153839 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197837 members 
Mstep: Class 17 contains 192554 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61188 members 
Mstep: Class 21 contains 31186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351360.000000 Penalty: 72426.367188
Iteration 245Q: 22 clusters Score -1.443514e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38395 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45636 members 
Mstep: Class 7 contains 18365 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162695 members 
Mstep: Class 12 contains 171511 members 
Mstep: Class 13 contains 6328 members 
Mstep: Class 14 contains 153835 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197827 members 
Mstep: Class 17 contains 192560 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61199 members 
Mstep: Class 21 contains 31189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351296.000000 Penalty: 72426.367188
Iteration 246Q: 22 clusters Score -1.443513e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38393 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45632 members 
Mstep: Class 7 contains 18365 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162693 members 
Mstep: Class 12 contains 171511 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153833 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197815 members 
Mstep: Class 17 contains 192576 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61206 members 
Mstep: Class 21 contains 31189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351296.000000 Penalty: 72426.367188
Iteration 247Q: 22 clusters Score -1.443513e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38391 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45624 members 
Mstep: Class 7 contains 18364 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162696 members 
Mstep: Class 12 contains 171508 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153837 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197803 members 
Mstep: Class 17 contains 192590 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61212 members 
Mstep: Class 21 contains 31189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351248.000000 Penalty: 72426.367188
Iteration 248Q: 22 clusters Score -1.443512e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38389 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45621 members 
Mstep: Class 7 contains 18364 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162695 members 
Mstep: Class 12 contains 171504 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153834 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197798 members 
Mstep: Class 17 contains 192598 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61219 members 
Mstep: Class 21 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351264.000000 Penalty: 72426.367188
Iteration 249Q: 22 clusters Score -1.443513e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38388 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45620 members 
Mstep: Class 7 contains 18364 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162696 members 
Mstep: Class 12 contains 171506 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153833 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197789 members 
Mstep: Class 17 contains 192600 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61226 members 
Mstep: Class 21 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351200.000000 Penalty: 72426.367188
Iteration 250Q: 22 clusters Score -1.443512e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38389 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45619 members 
Mstep: Class 7 contains 18363 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162693 members 
Mstep: Class 12 contains 171507 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153833 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197789 members 
Mstep: Class 17 contains 192597 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61233 members 
Mstep: Class 21 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351184.000000 Penalty: 72426.367188
Iteration 251Q: 22 clusters Score -1.443512e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38388 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45617 members 
Mstep: Class 7 contains 18361 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162693 members 
Mstep: Class 12 contains 171511 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153836 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197786 members 
Mstep: Class 17 contains 192591 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61240 members 
Mstep: Class 21 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351184.000000 Penalty: 72426.367188
Iteration 252Q: 22 clusters Score -1.443512e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38385 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45616 members 
Mstep: Class 7 contains 18359 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162694 members 
Mstep: Class 12 contains 171519 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153835 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197782 members 
Mstep: Class 17 contains 192590 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61243 members 
Mstep: Class 21 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351200.000000 Penalty: 72426.367188
Iteration 253Q: 22 clusters Score -1.443512e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38386 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45615 members 
Mstep: Class 7 contains 18359 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162691 members 
Mstep: Class 12 contains 171523 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153834 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197778 members 
Mstep: Class 17 contains 192592 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61245 members 
Mstep: Class 21 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351168.000000 Penalty: 72426.367188
Iteration 254Q: 22 clusters Score -1.443512e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38384 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45614 members 
Mstep: Class 7 contains 18358 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162691 members 
Mstep: Class 12 contains 171526 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153831 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197779 members 
Mstep: Class 17 contains 192595 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61245 members 
Mstep: Class 21 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351152.000000 Penalty: 72426.367188
Iteration 255Q: 22 clusters Score -1.443512e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38382 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45612 members 
Mstep: Class 7 contains 18356 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162688 members 
Mstep: Class 12 contains 171531 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153830 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197775 members 
Mstep: Class 17 contains 192601 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61246 members 
Mstep: Class 21 contains 31195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351152.000000 Penalty: 72426.367188
Iteration 256Q: 22 clusters Score -1.443512e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38381 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45610 members 
Mstep: Class 7 contains 18356 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162685 members 
Mstep: Class 12 contains 171534 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153830 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197770 members 
Mstep: Class 17 contains 192607 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61248 members 
Mstep: Class 21 contains 31195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351168.000000 Penalty: 72426.367188
Iteration 257Q: 22 clusters Score -1.443512e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38381 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45608 members 
Mstep: Class 7 contains 18355 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162681 members 
Mstep: Class 12 contains 171537 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153826 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197770 members 
Mstep: Class 17 contains 192610 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61253 members 
Mstep: Class 21 contains 31195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351232.000000 Penalty: 72426.367188
Iteration 258Q: 22 clusters Score -1.443512e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38379 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45606 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162685 members 
Mstep: Class 12 contains 171538 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153822 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197771 members 
Mstep: Class 17 contains 192605 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61262 members 
Mstep: Class 21 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351216.000000 Penalty: 72426.367188
Iteration 259Q: 22 clusters Score -1.443512e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38381 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45607 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162690 members 
Mstep: Class 12 contains 171536 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153824 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197766 members 
Mstep: Class 17 contains 192599 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61265 members 
Mstep: Class 21 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351152.000000 Penalty: 72426.367188
Iteration 260F: 22 clusters Score -1.443512e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38379 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45607 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162698 members 
Mstep: Class 12 contains 171535 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153820 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197766 members 
Mstep: Class 17 contains 192592 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61272 members 
Mstep: Class 21 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351136.000000 Penalty: 72426.367188
Iteration 261Q: 22 clusters Score -1.443511e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38376 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45607 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162703 members 
Mstep: Class 12 contains 171540 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153822 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197763 members 
Mstep: Class 17 contains 192581 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61277 members 
Mstep: Class 21 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351152.000000 Penalty: 72426.367188
Iteration 262Q: 22 clusters Score -1.443512e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38375 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45607 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162707 members 
Mstep: Class 12 contains 171541 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153821 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197762 members 
Mstep: Class 17 contains 192575 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61280 members 
Mstep: Class 21 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351184.000000 Penalty: 72426.367188
Iteration 263Q: 22 clusters Score -1.443512e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45607 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162708 members 
Mstep: Class 12 contains 171543 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153822 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197761 members 
Mstep: Class 17 contains 192569 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61285 members 
Mstep: Class 21 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351184.000000 Penalty: 72426.367188
Iteration 264Q: 22 clusters Score -1.443512e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38374 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45607 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162706 members 
Mstep: Class 12 contains 171545 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153824 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197759 members 
Mstep: Class 17 contains 192565 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61288 members 
Mstep: Class 21 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351232.000000 Penalty: 72426.367188
Iteration 265Q: 22 clusters Score -1.443512e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38374 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45606 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162709 members 
Mstep: Class 12 contains 171545 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153823 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197757 members 
Mstep: Class 17 contains 192558 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61296 members 
Mstep: Class 21 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351232.000000 Penalty: 72426.367188
Iteration 266Q: 22 clusters Score -1.443512e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45608 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162704 members 
Mstep: Class 12 contains 171548 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153823 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197755 members 
Mstep: Class 17 contains 192554 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61303 members 
Mstep: Class 21 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351264.000000 Penalty: 72426.367188
Iteration 267Q: 22 clusters Score -1.443513e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38372 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45605 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162706 members 
Mstep: Class 12 contains 171553 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153818 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197755 members 
Mstep: Class 17 contains 192552 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61307 members 
Mstep: Class 21 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351264.000000 Penalty: 72426.367188
Iteration 268Q: 22 clusters Score -1.443513e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45605 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162702 members 
Mstep: Class 12 contains 171558 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153820 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197755 members 
Mstep: Class 17 contains 192549 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61307 members 
Mstep: Class 21 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351200.000000 Penalty: 72426.367188
Iteration 269Q: 22 clusters Score -1.443512e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18355 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162703 members 
Mstep: Class 12 contains 171561 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153816 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197754 members 
Mstep: Class 17 contains 192548 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61310 members 
Mstep: Class 21 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351200.000000 Penalty: 72426.367188
Iteration 270Q: 22 clusters Score -1.443512e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162703 members 
Mstep: Class 12 contains 171563 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153815 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197751 members 
Mstep: Class 17 contains 192545 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61315 members 
Mstep: Class 21 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351184.000000 Penalty: 72426.367188
Iteration 271Q: 22 clusters Score -1.443512e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162701 members 
Mstep: Class 12 contains 171565 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153816 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197752 members 
Mstep: Class 17 contains 192541 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61320 members 
Mstep: Class 21 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351248.000000 Penalty: 72426.367188
Iteration 272Q: 22 clusters Score -1.443512e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162698 members 
Mstep: Class 12 contains 171565 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153815 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197751 members 
Mstep: Class 17 contains 192541 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61324 members 
Mstep: Class 21 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351168.000000 Penalty: 72426.367188
Iteration 273Q: 22 clusters Score -1.443512e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45605 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162697 members 
Mstep: Class 12 contains 171565 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153813 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197749 members 
Mstep: Class 17 contains 192538 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61332 members 
Mstep: Class 21 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351216.000000 Penalty: 72426.367188
Iteration 274Q: 22 clusters Score -1.443512e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162696 members 
Mstep: Class 12 contains 171565 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153810 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197746 members 
Mstep: Class 17 contains 192542 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61338 members 
Mstep: Class 21 contains 31191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351184.000000 Penalty: 72426.367188
Iteration 275Q: 22 clusters Score -1.443512e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162695 members 
Mstep: Class 12 contains 171566 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 153810 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197746 members 
Mstep: Class 17 contains 192539 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61343 members 
Mstep: Class 21 contains 31189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351264.000000 Penalty: 72426.367188
Iteration 276Q: 22 clusters Score -1.443513e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162691 members 
Mstep: Class 12 contains 171568 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153811 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197743 members 
Mstep: Class 17 contains 192539 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61347 members 
Mstep: Class 21 contains 31189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351216.000000 Penalty: 72426.367188
Iteration 277Q: 22 clusters Score -1.443512e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162691 members 
Mstep: Class 12 contains 171569 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153810 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197742 members 
Mstep: Class 17 contains 192540 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61348 members 
Mstep: Class 21 contains 31188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351296.000000 Penalty: 72426.367188
Iteration 278Q: 22 clusters Score -1.443513e+08 nChanged 3
Entering ConstructFrom: 
Score: -144351296.000000 Penalty: 72426.367188
Entering ConstructFrom: 
Trying to split cluster 1 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -135110.390625 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -135110.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133127.093750 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -133127.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -133424.859375 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -133424.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -133534.640625 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -133534.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -133608.625000 Penalty: 3461.194092
	Iteration 3Q: 3 clusters Score -133608.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133646.453125 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -133646.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133658.609375 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -133658.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -133667.812500 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -133667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -133673.718750 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -133673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -133676.781250 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -133676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133685.375000 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -133685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -133690.125000 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -133690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133694.453125 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -133694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133697.609375 Penalty: 3461.194092
	Iteration 12Q: 3 clusters Score -133697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133702.578125 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -133702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133707.156250 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -133707.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133709.453125 Penalty: 3461.194092
	Iteration 15Q: 3 clusters Score -133709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -133710.578125 Penalty: 3461.194092
	Iteration 16Q: 3 clusters Score -133710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133712.093750 Penalty: 3461.194092
	Iteration 17Q: 3 clusters Score -133712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133714.671875 Penalty: 3461.194092
	Iteration 18Q: 3 clusters Score -133714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -133717.046875 Penalty: 3461.194092
	Iteration 19Q: 3 clusters Score -133717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -133721.187500 Penalty: 3461.194092
	Iteration 20F: 3 clusters Score -133721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -133728.375000 Penalty: 3461.194092
	Iteration 21Q: 3 clusters Score -133728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133738.140625 Penalty: 3461.194092
	Iteration 22Q: 3 clusters Score -133738.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -133748.515625 Penalty: 3461.194092
	Iteration 23Q: 3 clusters Score -133748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133754.062500 Penalty: 3461.194092
	Iteration 24Q: 3 clusters Score -133754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133761.062500 Penalty: 3461.194092
	Iteration 25Q: 3 clusters Score -133761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133769.468750 Penalty: 3461.194092
	Iteration 26Q: 3 clusters Score -133769.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133779.140625 Penalty: 3461.194092
	Iteration 27Q: 3 clusters Score -133779.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -133790.062500 Penalty: 3461.194092
	Iteration 28Q: 3 clusters Score -133790.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133798.640625 Penalty: 3461.194092
	Iteration 29Q: 3 clusters Score -133798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133807.906250 Penalty: 3461.194092
	Iteration 30Q: 3 clusters Score -133807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -133811.984375 Penalty: 3461.194092
	Iteration 31Q: 3 clusters Score -133812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133821.906250 Penalty: 3461.194092
	Iteration 32Q: 3 clusters Score -133821.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133844.421875 Penalty: 3461.194092
	Iteration 33Q: 3 clusters Score -133844.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -133868.046875 Penalty: 3461.194092
	Iteration 34Q: 3 clusters Score -133868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -133941.375000 Penalty: 3461.194092
	Iteration 35Q: 3 clusters Score -133941.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134101.375000 Penalty: 3461.194092
	Iteration 36Q: 3 clusters Score -134101.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -134398.781250 Penalty: 3461.194092
	Iteration 37Q: 3 clusters Score -134398.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134683.109375 Penalty: 3461.194092
	Iteration 38F: 3 clusters Score -134683.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134782.078125 Penalty: 3461.194092
	Iteration 39Q: 3 clusters Score -134782.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134869.140625 Penalty: 3461.194092
	Iteration 40F: 3 clusters Score -134869.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134958.156250 Penalty: 3461.194092
	Iteration 41Q: 3 clusters Score -134958.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -135016.281250 Penalty: 3461.194092
	Iteration 42Q: 3 clusters Score -135016.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135075.781250 Penalty: 3461.194092
	Iteration 43Q: 3 clusters Score -135075.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -135119.218750 Penalty: 3461.194092
	Iteration 44Q: 3 clusters Score -135119.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -135145.812500 Penalty: 3461.194092
	Iteration 45Q: 3 clusters Score -135145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -135166.937500 Penalty: 3461.194092
	Iteration 46Q: 3 clusters Score -135166.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -135189.671875 Penalty: 3461.194092
	Iteration 47Q: 3 clusters Score -135189.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -135207.796875 Penalty: 3461.194092
	Iteration 48Q: 3 clusters Score -135207.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -135235.046875 Penalty: 3461.194092
	Iteration 49Q: 3 clusters Score -135235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -135252.359375 Penalty: 3461.194092
	Iteration 50Q: 3 clusters Score -135252.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -135272.062500 Penalty: 3461.194092
	Iteration 51Q: 3 clusters Score -135272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -135283.062500 Penalty: 3461.194092
	Iteration 52Q: 3 clusters Score -135283.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -135296.093750 Penalty: 3461.194092
	Iteration 53Q: 3 clusters Score -135296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -135317.453125 Penalty: 3461.194092
	Iteration 54Q: 3 clusters Score -135317.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135345.781250 Penalty: 3461.194092
	Iteration 55Q: 3 clusters Score -135345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135363.046875 Penalty: 3461.194092
	Iteration 56Q: 3 clusters Score -135363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -135390.296875 Penalty: 3461.194092
	Iteration 57Q: 3 clusters Score -135390.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135419.875000 Penalty: 3461.194092
	Iteration 58Q: 3 clusters Score -135419.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135470.156250 Penalty: 3461.194092
	Iteration 59Q: 3 clusters Score -135470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135492.625000 Penalty: 3461.194092
	Iteration 60F: 3 clusters Score -135492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -135495.843750 Penalty: 3461.194092
	Iteration 61Q: 3 clusters Score -135495.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -135495.843750 Penalty: 3461.194092
	Iteration 62F: 3 clusters Score -135495.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162691 members 
Mstep: Class 12 contains 171569 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153811 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197743 members 
Mstep: Class 17 contains 192539 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61348 members 
Mstep: Class 21 contains 31187 members 
Mstep: Class 22 contains 795 members 
Entering Unmasked Estep 
Score: -144350000.000000 Penalty: 75875.242188
Splitting cluster 1 changes total score from -144351296.000000 to -144350000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (38373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Entering Unmasked Estep 
Score: -5193475.000000 Penalty: 2617.666992
	Iteration 0F: 2 clusters Score -5193475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -5167401.000000 Penalty: 5235.333984
	Iteration 0F: 3 clusters Score -5167401 nChanged 17568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5176780.000000 Penalty: 5235.333984
	Iteration 1F: 3 clusters Score -5176780 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -5177218.000000 Penalty: 5235.333984
	Iteration 2Q: 3 clusters Score -5177218 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -5177582.500000 Penalty: 5235.333984
	Iteration 3Q: 3 clusters Score -5177582 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -5177878.000000 Penalty: 5235.333984
	Iteration 4Q: 3 clusters Score -5177878 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -5178182.500000 Penalty: 5235.333984
	Iteration 5Q: 3 clusters Score -5178182 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -5178549.000000 Penalty: 5235.333984
	Iteration 6Q: 3 clusters Score -5178549 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -5178957.500000 Penalty: 5235.333984
	Iteration 7Q: 3 clusters Score -5178958 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -5179477.500000 Penalty: 5235.333984
	Iteration 8Q: 3 clusters Score -5179478 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -5180259.500000 Penalty: 5235.333984
	Iteration 9Q: 3 clusters Score -5180260 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -5181366.000000 Penalty: 5235.333984
	Iteration 10Q: 3 clusters Score -5181366 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5182856.500000 Penalty: 5235.333984
	Iteration 11F: 3 clusters Score -5182856 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5184580.000000 Penalty: 5235.333984
	Iteration 12F: 3 clusters Score -5184580 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -5186354.000000 Penalty: 5235.333984
	Iteration 13F: 3 clusters Score -5186354 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -5187874.500000 Penalty: 5235.333984
	Iteration 14F: 3 clusters Score -5187874 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -5189085.500000 Penalty: 5235.333984
	Iteration 15Q: 3 clusters Score -5189086 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -5189952.000000 Penalty: 5235.333984
	Iteration 16Q: 3 clusters Score -5189952 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -5190491.000000 Penalty: 5235.333984
	Iteration 17Q: 3 clusters Score -5190491 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5190767.000000 Penalty: 5235.333984
	Iteration 18Q: 3 clusters Score -5190767 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -5190960.500000 Penalty: 5235.333984
	Iteration 19Q: 3 clusters Score -5190960 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -5191051.000000 Penalty: 5235.333984
	Iteration 20F: 3 clusters Score -5191051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -5191092.000000 Penalty: 5235.333984
	Iteration 21Q: 3 clusters Score -5191092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -5191115.000000 Penalty: 5235.333984
	Iteration 22Q: 3 clusters Score -5191115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -5191132.500000 Penalty: 5235.333984
	Iteration 23Q: 3 clusters Score -5191132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -5191142.000000 Penalty: 5235.333984
	Iteration 24Q: 3 clusters Score -5191142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -5191151.000000 Penalty: 5235.333984
	Iteration 25Q: 3 clusters Score -5191151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -5191152.000000 Penalty: 5235.333984
	Iteration 26Q: 3 clusters Score -5191152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -5191163.000000 Penalty: 5235.333984
	Iteration 27Q: 3 clusters Score -5191163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -5191166.500000 Penalty: 5235.333984
	Iteration 28Q: 3 clusters Score -5191166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -5191171.000000 Penalty: 5235.333984
	Iteration 29Q: 3 clusters Score -5191171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -5191168.500000 Penalty: 5235.333984
	Iteration 30Q: 3 clusters Score -5191168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -5191175.500000 Penalty: 5235.333984
	Iteration 31Q: 3 clusters Score -5191176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5191176.000000 Penalty: 5235.333984
	Iteration 32Q: 3 clusters Score -5191176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -5191176.000000 Penalty: 5235.333984
	Iteration 33Q: 3 clusters Score -5191176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -5191176.000000 Penalty: 5235.333984
	Iteration 34F: 3 clusters Score -5191176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -202728.875000 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -202728.9 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 831 members 
Entering Unmasked Estep 
Score: -200508.156250 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -200508.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -200970.578125 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -200970.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -201141.031250 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -201141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -201264.593750 Penalty: 3667.973389
	Iteration 3F: 3 clusters Score -201264.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -201351.140625 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -201351.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -201433.500000 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -201433.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -201511.343750 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -201511.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -201638.296875 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -201638.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -201786.703125 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -201786.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -201907.796875 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -201907.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -201971.906250 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -201971.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -202014.953125 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -202015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -202036.281250 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -202036.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -202078.406250 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -202078.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -202096.031250 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -202096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -202102.078125 Penalty: 3667.973389
	Iteration 15Q: 3 clusters Score -202102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -202104.937500 Penalty: 3667.973389
	Iteration 16Q: 3 clusters Score -202104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -202111.578125 Penalty: 3667.973389
	Iteration 17Q: 3 clusters Score -202111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -202119.375000 Penalty: 3667.973389
	Iteration 18Q: 3 clusters Score -202119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -202121.812500 Penalty: 3667.973389
	Iteration 19Q: 3 clusters Score -202121.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -202154.921875 Penalty: 3667.973389
	Iteration 20F: 3 clusters Score -202154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -202221.765625 Penalty: 3667.973389
	Iteration 21Q: 3 clusters Score -202221.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -202251.796875 Penalty: 3667.973389
	Iteration 22Q: 3 clusters Score -202251.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -202266.625000 Penalty: 3667.973389
	Iteration 23Q: 3 clusters Score -202266.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -202277.718750 Penalty: 3667.973389
	Iteration 24Q: 3 clusters Score -202277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -202281.093750 Penalty: 3667.973389
	Iteration 25Q: 3 clusters Score -202281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -202286.031250 Penalty: 3667.973389
	Iteration 26Q: 3 clusters Score -202286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -202288.234375 Penalty: 3667.973389
	Iteration 27Q: 3 clusters Score -202288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -202291.390625 Penalty: 3667.973389
	Iteration 28Q: 3 clusters Score -202291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -202293.375000 Penalty: 3667.973389
	Iteration 29Q: 3 clusters Score -202293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -202294.359375 Penalty: 3667.973389
	Iteration 30Q: 3 clusters Score -202294.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -202296.390625 Penalty: 3667.973389
	Iteration 31Q: 3 clusters Score -202296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -202297.671875 Penalty: 3667.973389
	Iteration 32Q: 3 clusters Score -202297.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -202297.671875 Penalty: 3667.973389
	Iteration 33F: 3 clusters Score -202297.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -303235.812500 Penalty: 1915.333862
	Iteration 0F: 2 clusters Score -303235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -300434.406250 Penalty: 3830.667725
	Iteration 0F: 3 clusters Score -300434.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -300963.156250 Penalty: 3830.667725
	Iteration 1F: 3 clusters Score -300963.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -301143.281250 Penalty: 3830.667725
	Iteration 2F: 3 clusters Score -301143.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -301242.343750 Penalty: 3830.667725
	Iteration 3F: 3 clusters Score -301242.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -301297.625000 Penalty: 3830.667725
	Iteration 4Q: 3 clusters Score -301297.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -301355.281250 Penalty: 3830.667725
	Iteration 5Q: 3 clusters Score -301355.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -301403.656250 Penalty: 3830.667725
	Iteration 6Q: 3 clusters Score -301403.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -301432.718750 Penalty: 3830.667725
	Iteration 7Q: 3 clusters Score -301432.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -301459.937500 Penalty: 3830.667725
	Iteration 8Q: 3 clusters Score -301459.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -301489.812500 Penalty: 3830.667725
	Iteration 9Q: 3 clusters Score -301489.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -301514.437500 Penalty: 3830.667725
	Iteration 10Q: 3 clusters Score -301514.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -301542.000000 Penalty: 3830.667725
	Iteration 11Q: 3 clusters Score -301542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -301564.250000 Penalty: 3830.667725
	Iteration 12Q: 3 clusters Score -301564.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -301582.500000 Penalty: 3830.667725
	Iteration 13Q: 3 clusters Score -301582.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -301600.281250 Penalty: 3830.667725
	Iteration 14Q: 3 clusters Score -301600.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -301620.031250 Penalty: 3830.667725
	Iteration 15Q: 3 clusters Score -301620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -301639.906250 Penalty: 3830.667725
	Iteration 16Q: 3 clusters Score -301639.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -301660.531250 Penalty: 3830.667725
	Iteration 17Q: 3 clusters Score -301660.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -301684.625000 Penalty: 3830.667725
	Iteration 18Q: 3 clusters Score -301684.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -301707.656250 Penalty: 3830.667725
	Iteration 19Q: 3 clusters Score -301707.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -301728.281250 Penalty: 3830.667725
	Iteration 20F: 3 clusters Score -301728.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -301742.718750 Penalty: 3830.667725
	Iteration 21Q: 3 clusters Score -301742.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -301755.187500 Penalty: 3830.667725
	Iteration 22Q: 3 clusters Score -301755.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -301766.250000 Penalty: 3830.667725
	Iteration 23Q: 3 clusters Score -301766.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -301782.312500 Penalty: 3830.667725
	Iteration 24Q: 3 clusters Score -301782.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -301792.156250 Penalty: 3830.667725
	Iteration 25Q: 3 clusters Score -301792.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -301802.375000 Penalty: 3830.667725
	Iteration 26Q: 3 clusters Score -301802.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -301810.718750 Penalty: 3830.667725
	Iteration 27Q: 3 clusters Score -301810.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -301815.062500 Penalty: 3830.667725
	Iteration 28Q: 3 clusters Score -301815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -301818.531250 Penalty: 3830.667725
	Iteration 29Q: 3 clusters Score -301818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -301819.656250 Penalty: 3830.667725
	Iteration 30Q: 3 clusters Score -301819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -301819.656250 Penalty: 3830.667725
	Iteration 31F: 3 clusters Score -301819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -58908.886719 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -58908.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57508.628906 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -57508.63 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57755.875000 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -57755.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57887.890625 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -57887.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57999.332031 Penalty: 3070.396484
	Iteration 3F: 3 clusters Score -57999.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58093.410156 Penalty: 3070.396484
	Iteration 4F: 3 clusters Score -58093.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -58161.824219 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -58161.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -58190.218750 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -58190.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -58200.742188 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -58200.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58208.117188 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -58208.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58215.265625 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -58215.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58220.238281 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -58220.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58220.238281 Penalty: 3070.396484
	Iteration 11F: 3 clusters Score -58220.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Entering Unmasked Estep 
Score: -5942306.500000 Penalty: 2660.476807
	Iteration 0F: 2 clusters Score -5942306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -5911456.000000 Penalty: 5320.953613
	Iteration 0F: 3 clusters Score -5911456 nChanged 20986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -5922993.000000 Penalty: 5320.953613
	Iteration 1F: 3 clusters Score -5922993 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -5923488.000000 Penalty: 5320.953613
	Iteration 2Q: 3 clusters Score -5923488 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -5923877.000000 Penalty: 5320.953613
	Iteration 3Q: 3 clusters Score -5923877 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -5924390.000000 Penalty: 5320.953613
	Iteration 4Q: 3 clusters Score -5924390 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -5925000.000000 Penalty: 5320.953613
	Iteration 5Q: 3 clusters Score -5925000 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -5925972.000000 Penalty: 5320.953613
	Iteration 6Q: 3 clusters Score -5925972 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -5927440.500000 Penalty: 5320.953613
	Iteration 7F: 3 clusters Score -5927440 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -5929794.000000 Penalty: 5320.953613
	Iteration 8F: 3 clusters Score -5929794 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -5933160.500000 Penalty: 5320.953613
	Iteration 9F: 3 clusters Score -5933160 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -5936560.500000 Penalty: 5320.953613
	Iteration 10F: 3 clusters Score -5936560 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -5938611.500000 Penalty: 5320.953613
	Iteration 11Q: 3 clusters Score -5938612 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -5939533.000000 Penalty: 5320.953613
	Iteration 12Q: 3 clusters Score -5939533 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -5939831.500000 Penalty: 5320.953613
	Iteration 13Q: 3 clusters Score -5939832 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -5939938.000000 Penalty: 5320.953613
	Iteration 14Q: 3 clusters Score -5939938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -5939993.500000 Penalty: 5320.953613
	Iteration 15Q: 3 clusters Score -5939994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -5940036.500000 Penalty: 5320.953613
	Iteration 16Q: 3 clusters Score -5940036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -5940062.000000 Penalty: 5320.953613
	Iteration 17Q: 3 clusters Score -5940062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -5940085.500000 Penalty: 5320.953613
	Iteration 18Q: 3 clusters Score -5940086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -5940110.500000 Penalty: 5320.953613
	Iteration 19Q: 3 clusters Score -5940110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -5940114.500000 Penalty: 5320.953613
	Iteration 20F: 3 clusters Score -5940114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -5940119.500000 Penalty: 5320.953613
	Iteration 21Q: 3 clusters Score -5940120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -5940124.000000 Penalty: 5320.953613
	Iteration 22Q: 3 clusters Score -5940124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -5940128.000000 Penalty: 5320.953613
	Iteration 23Q: 3 clusters Score -5940128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5940131.500000 Penalty: 5320.953613
	Iteration 24Q: 3 clusters Score -5940132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -5940127.500000 Penalty: 5320.953613
	Iteration 25Q: 3 clusters Score -5940128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -5940135.000000 Penalty: 5320.953613
	Iteration 26Q: 3 clusters Score -5940135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -5940135.000000 Penalty: 5320.953613
	Iteration 27F: 3 clusters Score -5940135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Entering Unmasked Estep 
Score: -2361104.000000 Penalty: 2434.752197
	Iteration 0F: 2 clusters Score -2361104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2348145.250000 Penalty: 4869.504395
	Iteration 0F: 3 clusters Score -2348145 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2352245.250000 Penalty: 4869.504395
	Iteration 1F: 3 clusters Score -2352245 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2352621.250000 Penalty: 4869.504395
	Iteration 2F: 3 clusters Score -2352621 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2352955.000000 Penalty: 4869.504395
	Iteration 3Q: 3 clusters Score -2352955 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2353314.750000 Penalty: 4869.504395
	Iteration 4Q: 3 clusters Score -2353315 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2353842.750000 Penalty: 4869.504395
	Iteration 5Q: 3 clusters Score -2353843 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2354400.000000 Penalty: 4869.504395
	Iteration 6Q: 3 clusters Score -2354400 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2354895.250000 Penalty: 4869.504395
	Iteration 7Q: 3 clusters Score -2354895 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2355431.500000 Penalty: 4869.504395
	Iteration 8Q: 3 clusters Score -2355432 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2356018.250000 Penalty: 4869.504395
	Iteration 9Q: 3 clusters Score -2356018 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2356595.000000 Penalty: 4869.504395
	Iteration 10Q: 3 clusters Score -2356595 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2357135.250000 Penalty: 4869.504395
	Iteration 11Q: 3 clusters Score -2357135 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2357623.000000 Penalty: 4869.504395
	Iteration 12Q: 3 clusters Score -2357623 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2358021.250000 Penalty: 4869.504395
	Iteration 13Q: 3 clusters Score -2358021 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2358346.250000 Penalty: 4869.504395
	Iteration 14Q: 3 clusters Score -2358346 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2358655.750000 Penalty: 4869.504395
	Iteration 15Q: 3 clusters Score -2358656 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2358907.250000 Penalty: 4869.504395
	Iteration 16Q: 3 clusters Score -2358907 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2359117.250000 Penalty: 4869.504395
	Iteration 17Q: 3 clusters Score -2359117 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2359303.000000 Penalty: 4869.504395
	Iteration 18Q: 3 clusters Score -2359303 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2359477.000000 Penalty: 4869.504395
	Iteration 19Q: 3 clusters Score -2359477 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2359627.500000 Penalty: 4869.504395
	Iteration 20F: 3 clusters Score -2359628 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2359759.750000 Penalty: 4869.504395
	Iteration 21Q: 3 clusters Score -2359760 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2359883.250000 Penalty: 4869.504395
	Iteration 22Q: 3 clusters Score -2359883 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2359998.000000 Penalty: 4869.504395
	Iteration 23Q: 3 clusters Score -2359998 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2360103.500000 Penalty: 4869.504395
	Iteration 24Q: 3 clusters Score -2360104 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2360202.500000 Penalty: 4869.504395
	Iteration 25Q: 3 clusters Score -2360202 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2360288.000000 Penalty: 4869.504395
	Iteration 26Q: 3 clusters Score -2360288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2360363.000000 Penalty: 4869.504395
	Iteration 27Q: 3 clusters Score -2360363 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2360423.250000 Penalty: 4869.504395
	Iteration 28Q: 3 clusters Score -2360423 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2360473.500000 Penalty: 4869.504395
	Iteration 29Q: 3 clusters Score -2360474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2360519.250000 Penalty: 4869.504395
	Iteration 30Q: 3 clusters Score -2360519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2360559.500000 Penalty: 4869.504395
	Iteration 31Q: 3 clusters Score -2360560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2360586.000000 Penalty: 4869.504395
	Iteration 32Q: 3 clusters Score -2360586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2360609.000000 Penalty: 4869.504395
	Iteration 33Q: 3 clusters Score -2360609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2360621.500000 Penalty: 4869.504395
	Iteration 34Q: 3 clusters Score -2360622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2360628.250000 Penalty: 4869.504395
	Iteration 35Q: 3 clusters Score -2360628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2360634.750000 Penalty: 4869.504395
	Iteration 36Q: 3 clusters Score -2360635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2360637.250000 Penalty: 4869.504395
	Iteration 37Q: 3 clusters Score -2360637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2360642.750000 Penalty: 4869.504395
	Iteration 38Q: 3 clusters Score -2360643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2360643.750000 Penalty: 4869.504395
	Iteration 39Q: 3 clusters Score -2360644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2360648.000000 Penalty: 4869.504395
	Iteration 40F: 3 clusters Score -2360648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2360646.000000 Penalty: 4869.504395
	Iteration 41Q: 3 clusters Score -2360646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2360647.500000 Penalty: 4869.504395
	Iteration 42Q: 3 clusters Score -2360648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2360655.000000 Penalty: 4869.504395
	Iteration 43Q: 3 clusters Score -2360655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2360659.250000 Penalty: 4869.504395
	Iteration 44Q: 3 clusters Score -2360659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2360665.000000 Penalty: 4869.504395
	Iteration 45Q: 3 clusters Score -2360665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2360667.250000 Penalty: 4869.504395
	Iteration 46Q: 3 clusters Score -2360667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2360672.750000 Penalty: 4869.504395
	Iteration 47Q: 3 clusters Score -2360673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2360674.000000 Penalty: 4869.504395
	Iteration 48Q: 3 clusters Score -2360674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2360677.500000 Penalty: 4869.504395
	Iteration 49Q: 3 clusters Score -2360678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2360677.500000 Penalty: 4869.504395
	Iteration 50Q: 3 clusters Score -2360678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2360679.250000 Penalty: 4869.504395
	Iteration 51Q: 3 clusters Score -2360679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2360680.000000 Penalty: 4869.504395
	Iteration 52Q: 3 clusters Score -2360680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2360683.750000 Penalty: 4869.504395
	Iteration 53Q: 3 clusters Score -2360684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2360683.750000 Penalty: 4869.504395
	Iteration 54F: 3 clusters Score -2360684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Entering Unmasked Estep 
Score: -573362.562500 Penalty: 2077.783936
	Iteration 0F: 2 clusters Score -573362.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -569222.312500 Penalty: 4155.567871
	Iteration 0F: 3 clusters Score -569222.3 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -570134.937500 Penalty: 4155.567871
	Iteration 1F: 3 clusters Score -570134.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -570339.437500 Penalty: 4155.567871
	Iteration 2F: 3 clusters Score -570339.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -570472.187500 Penalty: 4155.567871
	Iteration 3F: 3 clusters Score -570472.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -570564.937500 Penalty: 4155.567871
	Iteration 4Q: 3 clusters Score -570564.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -570640.312500 Penalty: 4155.567871
	Iteration 5Q: 3 clusters Score -570640.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -570715.687500 Penalty: 4155.567871
	Iteration 6Q: 3 clusters Score -570715.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -570794.500000 Penalty: 4155.567871
	Iteration 7Q: 3 clusters Score -570794.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -570863.437500 Penalty: 4155.567871
	Iteration 8Q: 3 clusters Score -570863.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -570942.937500 Penalty: 4155.567871
	Iteration 9Q: 3 clusters Score -570942.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -571036.687500 Penalty: 4155.567871
	Iteration 10Q: 3 clusters Score -571036.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -571114.187500 Penalty: 4155.567871
	Iteration 11Q: 3 clusters Score -571114.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -571189.437500 Penalty: 4155.567871
	Iteration 12Q: 3 clusters Score -571189.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -571270.812500 Penalty: 4155.567871
	Iteration 13Q: 3 clusters Score -571270.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -571348.562500 Penalty: 4155.567871
	Iteration 14Q: 3 clusters Score -571348.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -571404.062500 Penalty: 4155.567871
	Iteration 15Q: 3 clusters Score -571404.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -571456.812500 Penalty: 4155.567871
	Iteration 16Q: 3 clusters Score -571456.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -571495.937500 Penalty: 4155.567871
	Iteration 17Q: 3 clusters Score -571495.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -571525.937500 Penalty: 4155.567871
	Iteration 18Q: 3 clusters Score -571525.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -571545.687500 Penalty: 4155.567871
	Iteration 19Q: 3 clusters Score -571545.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -571561.500000 Penalty: 4155.567871
	Iteration 20F: 3 clusters Score -571561.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -571577.312500 Penalty: 4155.567871
	Iteration 21Q: 3 clusters Score -571577.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -571590.062500 Penalty: 4155.567871
	Iteration 22Q: 3 clusters Score -571590.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -571601.937500 Penalty: 4155.567871
	Iteration 23Q: 3 clusters Score -571601.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -571612.062500 Penalty: 4155.567871
	Iteration 24Q: 3 clusters Score -571612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -571616.437500 Penalty: 4155.567871
	Iteration 25Q: 3 clusters Score -571616.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -571626.062500 Penalty: 4155.567871
	Iteration 26Q: 3 clusters Score -571626.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -571632.625000 Penalty: 4155.567871
	Iteration 27Q: 3 clusters Score -571632.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -571636.625000 Penalty: 4155.567871
	Iteration 28Q: 3 clusters Score -571636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -571639.187500 Penalty: 4155.567871
	Iteration 29Q: 3 clusters Score -571639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -571640.687500 Penalty: 4155.567871
	Iteration 30Q: 3 clusters Score -571640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -571642.375000 Penalty: 4155.567871
	Iteration 31Q: 3 clusters Score -571642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -571642.562500 Penalty: 4155.567871
	Iteration 32Q: 3 clusters Score -571642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -571642.875000 Penalty: 4155.567871
	Iteration 33Q: 3 clusters Score -571642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -571642.875000 Penalty: 4155.567871
	Iteration 34F: 3 clusters Score -571642.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -403243.500000 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -403243.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -399965.562500 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -399965.6 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -400719.843750 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -400719.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -400959.531250 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -400959.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -401121.343750 Penalty: 3996.301758
	Iteration 3F: 3 clusters Score -401121.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -401249.531250 Penalty: 3996.301758
	Iteration 4Q: 3 clusters Score -401249.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -401336.031250 Penalty: 3996.301758
	Iteration 5Q: 3 clusters Score -401336 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -401404.812500 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -401404.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -401463.031250 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -401463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -401511.843750 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -401511.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -401548.156250 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -401548.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -401573.500000 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -401573.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -401588.218750 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -401588.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -401602.500000 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -401602.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -401616.468750 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -401616.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -401630.156250 Penalty: 3996.301758
	Iteration 14Q: 3 clusters Score -401630.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -401645.406250 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -401645.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -401657.250000 Penalty: 3996.301758
	Iteration 16Q: 3 clusters Score -401657.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -401674.281250 Penalty: 3996.301758
	Iteration 17Q: 3 clusters Score -401674.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -401685.437500 Penalty: 3996.301758
	Iteration 18Q: 3 clusters Score -401685.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -401695.531250 Penalty: 3996.301758
	Iteration 19Q: 3 clusters Score -401695.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -401705.187500 Penalty: 3996.301758
	Iteration 20F: 3 clusters Score -401705.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -401711.250000 Penalty: 3996.301758
	Iteration 21Q: 3 clusters Score -401711.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -401721.375000 Penalty: 3996.301758
	Iteration 22Q: 3 clusters Score -401721.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -401726.875000 Penalty: 3996.301758
	Iteration 23Q: 3 clusters Score -401726.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -401729.843750 Penalty: 3996.301758
	Iteration 24Q: 3 clusters Score -401729.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -401734.093750 Penalty: 3996.301758
	Iteration 25Q: 3 clusters Score -401734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -401737.656250 Penalty: 3996.301758
	Iteration 26Q: 3 clusters Score -401737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -401739.312500 Penalty: 3996.301758
	Iteration 27Q: 3 clusters Score -401739.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -401741.687500 Penalty: 3996.301758
	Iteration 28Q: 3 clusters Score -401741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -401742.687500 Penalty: 3996.301758
	Iteration 29Q: 3 clusters Score -401742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -401742.687500 Penalty: 3996.301758
	Iteration 30F: 3 clusters Score -401742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -104941.507812 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -104941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103096.960938 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103097 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103362.703125 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103362.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -103463.062500 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103463.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103525.476562 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -103525.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103573.398438 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -103573.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103621.476562 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -103621.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -103675.468750 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -103675.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103719.390625 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -103719.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103750.843750 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -103750.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103788.539062 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -103788.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103802.273438 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -103802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103811.515625 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -103811.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103818.023438 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -103818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103821.890625 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -103821.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103828.273438 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -103828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103833.398438 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -103833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103837.703125 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -103837.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103841.968750 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -103842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103843.531250 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -103843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103848.093750 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -103848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103848.093750 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -103848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (162691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162691 members 
Entering Unmasked Estep 
Score: -21832680.000000 Penalty: 2975.902832
	Iteration 0F: 2 clusters Score -2.183268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -21724484.000000 Penalty: 5951.805664
	Iteration 0F: 3 clusters Score -2.172448e+07 nChanged 77865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -21770744.000000 Penalty: 5951.805664
	Iteration 1F: 3 clusters Score -2.177074e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -21772250.000000 Penalty: 5951.805664
	Iteration 2Q: 3 clusters Score -2.177225e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -21774690.000000 Penalty: 5951.805664
	Iteration 3Q: 3 clusters Score -2.177469e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -21778608.000000 Penalty: 5951.805664
	Iteration 4Q: 3 clusters Score -2.177861e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111293 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -21784866.000000 Penalty: 5951.805664
	Iteration 5F: 3 clusters Score -2.178487e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123418 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -21794620.000000 Penalty: 5951.805664
	Iteration 6F: 3 clusters Score -2.179462e+07 nChanged 13329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136615 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -21806638.000000 Penalty: 5951.805664
	Iteration 7F: 3 clusters Score -2.180664e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147949 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -21817656.000000 Penalty: 5951.805664
	Iteration 8F: 3 clusters Score -2.181766e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155454 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -21824552.000000 Penalty: 5951.805664
	Iteration 9Q: 3 clusters Score -2.182455e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159382 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -21827926.000000 Penalty: 5951.805664
	Iteration 10Q: 3 clusters Score -2.182793e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -21829186.000000 Penalty: 5951.805664
	Iteration 11Q: 3 clusters Score -2.182919e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161773 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -21829670.000000 Penalty: 5951.805664
	Iteration 12Q: 3 clusters Score -2.182967e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162032 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21829930.000000 Penalty: 5951.805664
	Iteration 13Q: 3 clusters Score -2.182993e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162132 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -21830008.000000 Penalty: 5951.805664
	Iteration 14Q: 3 clusters Score -2.183001e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162177 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -21830082.000000 Penalty: 5951.805664
	Iteration 15Q: 3 clusters Score -2.183008e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162198 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21830088.000000 Penalty: 5951.805664
	Iteration 16Q: 3 clusters Score -2.183009e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162203 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -21830132.000000 Penalty: 5951.805664
	Iteration 17Q: 3 clusters Score -2.183013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162211 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -21830132.000000 Penalty: 5951.805664
	Iteration 18Q: 3 clusters Score -2.183013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162213 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -21830140.000000 Penalty: 5951.805664
	Iteration 19Q: 3 clusters Score -2.183014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162216 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -21830148.000000 Penalty: 5951.805664
	Iteration 20F: 3 clusters Score -2.183015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162225 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -21830172.000000 Penalty: 5951.805664
	Iteration 21Q: 3 clusters Score -2.183017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162224 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21830182.000000 Penalty: 5951.805664
	Iteration 22Q: 3 clusters Score -2.183018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162231 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21830200.000000 Penalty: 5951.805664
	Iteration 23Q: 3 clusters Score -2.18302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162227 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21830180.000000 Penalty: 5951.805664
	Iteration 24Q: 3 clusters Score -2.183018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162223 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -21830184.000000 Penalty: 5951.805664
	Iteration 25Q: 3 clusters Score -2.183018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162223 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -21830184.000000 Penalty: 5951.805664
	Iteration 26F: 3 clusters Score -2.183018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171569 members 
Entering Unmasked Estep 
Score: -23149472.000000 Penalty: 2989.079834
	Iteration 0F: 2 clusters Score -2.314947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -23037826.000000 Penalty: 5978.159668
	Iteration 0F: 3 clusters Score -2.303783e+07 nChanged 82352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -23085540.000000 Penalty: 5978.159668
	Iteration 1F: 3 clusters Score -2.308554e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -23086114.000000 Penalty: 5978.159668
	Iteration 2Q: 3 clusters Score -2.308611e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 83501 members 
Entering Unmasked Estep 
Score: -23086682.000000 Penalty: 5978.159668
	Iteration 3Q: 3 clusters Score -2.308668e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 81961 members 
Entering Unmasked Estep 
Score: -23087404.000000 Penalty: 5978.159668
	Iteration 4Q: 3 clusters Score -2.30874e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -23088356.000000 Penalty: 5978.159668
	Iteration 5Q: 3 clusters Score -2.308836e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95542 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -23089582.000000 Penalty: 5978.159668
	Iteration 6Q: 3 clusters Score -2.308958e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -23091820.000000 Penalty: 5978.159668
	Iteration 7Q: 3 clusters Score -2.309182e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108715 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -23095638.000000 Penalty: 5978.159668
	Iteration 8Q: 3 clusters Score -2.309564e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -23102804.000000 Penalty: 5978.159668
	Iteration 9F: 3 clusters Score -2.31028e+07 nChanged 14264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133968 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -23113916.000000 Penalty: 5978.159668
	Iteration 10F: 3 clusters Score -2.311392e+07 nChanged 14877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148839 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -23127240.000000 Penalty: 5978.159668
	Iteration 11F: 3 clusters Score -2.312724e+07 nChanged 11681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160520 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -23138320.000000 Penalty: 5978.159668
	Iteration 12F: 3 clusters Score -2.313832e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167389 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -23144004.000000 Penalty: 5978.159668
	Iteration 13Q: 3 clusters Score -2.3144e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170039 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -23146066.000000 Penalty: 5978.159668
	Iteration 14Q: 3 clusters Score -2.314607e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -23146532.000000 Penalty: 5978.159668
	Iteration 15Q: 3 clusters Score -2.314653e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171094 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -23146646.000000 Penalty: 5978.159668
	Iteration 16Q: 3 clusters Score -2.314665e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23146744.000000 Penalty: 5978.159668
	Iteration 17Q: 3 clusters Score -2.314674e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171231 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23146810.000000 Penalty: 5978.159668
	Iteration 18Q: 3 clusters Score -2.314681e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171254 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23146862.000000 Penalty: 5978.159668
	Iteration 19Q: 3 clusters Score -2.314686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171267 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23146890.000000 Penalty: 5978.159668
	Iteration 20F: 3 clusters Score -2.314689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23146886.000000 Penalty: 5978.159668
	Iteration 21Q: 3 clusters Score -2.314689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23146878.000000 Penalty: 5978.159668
	Iteration 22Q: 3 clusters Score -2.314688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23146906.000000 Penalty: 5978.159668
	Iteration 23Q: 3 clusters Score -2.314691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23146918.000000 Penalty: 5978.159668
	Iteration 24Q: 3 clusters Score -2.314692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23146924.000000 Penalty: 5978.159668
	Iteration 25Q: 3 clusters Score -2.314692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23146920.000000 Penalty: 5978.159668
	Iteration 26Q: 3 clusters Score -2.314692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23146922.000000 Penalty: 5978.159668
	Iteration 27Q: 3 clusters Score -2.314692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171285 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23146920.000000 Penalty: 5978.159668
	Iteration 28Q: 3 clusters Score -2.314692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171286 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23146924.000000 Penalty: 5978.159668
	Iteration 29Q: 3 clusters Score -2.314692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171288 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23146928.000000 Penalty: 5978.159668
	Iteration 30Q: 3 clusters Score -2.314693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171290 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23146916.000000 Penalty: 5978.159668
	Iteration 31Q: 3 clusters Score -2.314692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171291 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23146920.000000 Penalty: 5978.159668
	Iteration 32Q: 3 clusters Score -2.314692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171291 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23146920.000000 Penalty: 5978.159668
	Iteration 33F: 3 clusters Score -2.314692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Entering Unmasked Estep 
Score: -857354.875000 Penalty: 2170.601074
	Iteration 0F: 2 clusters Score -857354.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -852050.875000 Penalty: 4341.202148
	Iteration 0F: 3 clusters Score -852050.9 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -853336.562500 Penalty: 4341.202148
	Iteration 1F: 3 clusters Score -853336.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -853567.937500 Penalty: 4341.202148
	Iteration 2F: 3 clusters Score -853567.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -853723.437500 Penalty: 4341.202148
	Iteration 3F: 3 clusters Score -853723.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -853852.250000 Penalty: 4341.202148
	Iteration 4Q: 3 clusters Score -853852.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -853988.562500 Penalty: 4341.202148
	Iteration 5Q: 3 clusters Score -853988.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -854139.187500 Penalty: 4341.202148
	Iteration 6Q: 3 clusters Score -854139.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -854329.062500 Penalty: 4341.202148
	Iteration 7Q: 3 clusters Score -854329.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -854540.625000 Penalty: 4341.202148
	Iteration 8Q: 3 clusters Score -854540.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -854724.437500 Penalty: 4341.202148
	Iteration 9Q: 3 clusters Score -854724.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -854884.250000 Penalty: 4341.202148
	Iteration 10Q: 3 clusters Score -854884.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -855016.125000 Penalty: 4341.202148
	Iteration 11Q: 3 clusters Score -855016.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -855135.750000 Penalty: 4341.202148
	Iteration 12Q: 3 clusters Score -855135.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -855232.750000 Penalty: 4341.202148
	Iteration 13Q: 3 clusters Score -855232.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -855339.000000 Penalty: 4341.202148
	Iteration 14Q: 3 clusters Score -855339 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -855422.062500 Penalty: 4341.202148
	Iteration 15Q: 3 clusters Score -855422.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -855508.875000 Penalty: 4341.202148
	Iteration 16Q: 3 clusters Score -855508.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -855598.250000 Penalty: 4341.202148
	Iteration 17Q: 3 clusters Score -855598.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -855675.437500 Penalty: 4341.202148
	Iteration 18Q: 3 clusters Score -855675.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -855753.125000 Penalty: 4341.202148
	Iteration 19Q: 3 clusters Score -855753.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -855820.250000 Penalty: 4341.202148
	Iteration 20F: 3 clusters Score -855820.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -855895.937500 Penalty: 4341.202148
	Iteration 21Q: 3 clusters Score -855895.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -855986.875000 Penalty: 4341.202148
	Iteration 22Q: 3 clusters Score -855986.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -856058.937500 Penalty: 4341.202148
	Iteration 23Q: 3 clusters Score -856058.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -856118.562500 Penalty: 4341.202148
	Iteration 24Q: 3 clusters Score -856118.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -856162.187500 Penalty: 4341.202148
	Iteration 25Q: 3 clusters Score -856162.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -856208.562500 Penalty: 4341.202148
	Iteration 26Q: 3 clusters Score -856208.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -856254.000000 Penalty: 4341.202148
	Iteration 27Q: 3 clusters Score -856254 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -856303.750000 Penalty: 4341.202148
	Iteration 28Q: 3 clusters Score -856303.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -856327.250000 Penalty: 4341.202148
	Iteration 29Q: 3 clusters Score -856327.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -856344.562500 Penalty: 4341.202148
	Iteration 30Q: 3 clusters Score -856344.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -856354.000000 Penalty: 4341.202148
	Iteration 31Q: 3 clusters Score -856354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -856357.062500 Penalty: 4341.202148
	Iteration 32Q: 3 clusters Score -856357.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -856359.125000 Penalty: 4341.202148
	Iteration 33Q: 3 clusters Score -856359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -856361.000000 Penalty: 4341.202148
	Iteration 34Q: 3 clusters Score -856361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -856364.000000 Penalty: 4341.202148
	Iteration 35Q: 3 clusters Score -856364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -856367.937500 Penalty: 4341.202148
	Iteration 36Q: 3 clusters Score -856367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -856371.125000 Penalty: 4341.202148
	Iteration 37Q: 3 clusters Score -856371.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -856373.375000 Penalty: 4341.202148
	Iteration 38Q: 3 clusters Score -856373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -856375.375000 Penalty: 4341.202148
	Iteration 39Q: 3 clusters Score -856375.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -856376.250000 Penalty: 4341.202148
	Iteration 40F: 3 clusters Score -856376.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -856380.687500 Penalty: 4341.202148
	Iteration 41Q: 3 clusters Score -856380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -856381.937500 Penalty: 4341.202148
	Iteration 42Q: 3 clusters Score -856381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -856383.500000 Penalty: 4341.202148
	Iteration 43Q: 3 clusters Score -856383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -856383.687500 Penalty: 4341.202148
	Iteration 44Q: 3 clusters Score -856383.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -856383.687500 Penalty: 4341.202148
	Iteration 45F: 3 clusters Score -856383.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (153811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153811 members 
Entering Unmasked Estep 
Score: -20679106.000000 Penalty: 2961.982910
	Iteration 0F: 2 clusters Score -2.067911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -20576108.000000 Penalty: 5923.965820
	Iteration 0F: 3 clusters Score -2.057611e+07 nChanged 73679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -20618868.000000 Penalty: 5923.965820
	Iteration 1F: 3 clusters Score -2.061887e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -20619496.000000 Penalty: 5923.965820
	Iteration 2Q: 3 clusters Score -2.06195e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
Score: -20620410.000000 Penalty: 5923.965820
	Iteration 3Q: 3 clusters Score -2.062041e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -20621398.000000 Penalty: 5923.965820
	Iteration 4Q: 3 clusters Score -2.06214e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -20622786.000000 Penalty: 5923.965820
	Iteration 5Q: 3 clusters Score -2.062279e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -20624474.000000 Penalty: 5923.965820
	Iteration 6Q: 3 clusters Score -2.062447e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -20627142.000000 Penalty: 5923.965820
	Iteration 7Q: 3 clusters Score -2.062714e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -20631194.000000 Penalty: 5923.965820
	Iteration 8Q: 3 clusters Score -2.063119e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100245 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -20636702.000000 Penalty: 5923.965820
	Iteration 9F: 3 clusters Score -2.06367e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -20643564.000000 Penalty: 5923.965820
	Iteration 10F: 3 clusters Score -2.064356e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -20650464.000000 Penalty: 5923.965820
	Iteration 11F: 3 clusters Score -2.065046e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121753 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -20656132.000000 Penalty: 5923.965820
	Iteration 12F: 3 clusters Score -2.065613e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127227 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -20660518.000000 Penalty: 5923.965820
	Iteration 13Q: 3 clusters Score -2.066052e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131871 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -20663832.000000 Penalty: 5923.965820
	Iteration 14Q: 3 clusters Score -2.066383e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135805 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -20666280.000000 Penalty: 5923.965820
	Iteration 15Q: 3 clusters Score -2.066628e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139216 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -20668436.000000 Penalty: 5923.965820
	Iteration 16Q: 3 clusters Score -2.066844e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142258 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -20670234.000000 Penalty: 5923.965820
	Iteration 17Q: 3 clusters Score -2.067023e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144836 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -20671684.000000 Penalty: 5923.965820
	Iteration 18Q: 3 clusters Score -2.067168e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146920 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -20672900.000000 Penalty: 5923.965820
	Iteration 19Q: 3 clusters Score -2.06729e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148544 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -20673850.000000 Penalty: 5923.965820
	Iteration 20F: 3 clusters Score -2.067385e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149813 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -20674624.000000 Penalty: 5923.965820
	Iteration 21Q: 3 clusters Score -2.067462e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150766 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -20675086.000000 Penalty: 5923.965820
	Iteration 22Q: 3 clusters Score -2.067509e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151448 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -20675496.000000 Penalty: 5923.965820
	Iteration 23Q: 3 clusters Score -2.06755e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151924 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -20675744.000000 Penalty: 5923.965820
	Iteration 24Q: 3 clusters Score -2.067574e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152267 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -20675966.000000 Penalty: 5923.965820
	Iteration 25Q: 3 clusters Score -2.067597e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152505 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20676118.000000 Penalty: 5923.965820
	Iteration 26Q: 3 clusters Score -2.067612e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20676224.000000 Penalty: 5923.965820
	Iteration 27Q: 3 clusters Score -2.067622e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152792 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20676306.000000 Penalty: 5923.965820
	Iteration 28Q: 3 clusters Score -2.067631e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152859 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -20676352.000000 Penalty: 5923.965820
	Iteration 29Q: 3 clusters Score -2.067635e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152918 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20676406.000000 Penalty: 5923.965820
	Iteration 30Q: 3 clusters Score -2.067641e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -20676446.000000 Penalty: 5923.965820
	Iteration 31Q: 3 clusters Score -2.067645e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153015 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -20676444.000000 Penalty: 5923.965820
	Iteration 32Q: 3 clusters Score -2.067644e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153039 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -20676448.000000 Penalty: 5923.965820
	Iteration 33Q: 3 clusters Score -2.067645e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20676462.000000 Penalty: 5923.965820
	Iteration 34Q: 3 clusters Score -2.067646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153085 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -20676500.000000 Penalty: 5923.965820
	Iteration 35Q: 3 clusters Score -2.06765e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153104 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20676504.000000 Penalty: 5923.965820
	Iteration 36Q: 3 clusters Score -2.06765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153118 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -20676514.000000 Penalty: 5923.965820
	Iteration 37Q: 3 clusters Score -2.067651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20676518.000000 Penalty: 5923.965820
	Iteration 38Q: 3 clusters Score -2.067652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153140 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -20676522.000000 Penalty: 5923.965820
	Iteration 39Q: 3 clusters Score -2.067652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153151 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -20676524.000000 Penalty: 5923.965820
	Iteration 40F: 3 clusters Score -2.067652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153152 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -20676532.000000 Penalty: 5923.965820
	Iteration 41Q: 3 clusters Score -2.067653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153158 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -20676544.000000 Penalty: 5923.965820
	Iteration 42Q: 3 clusters Score -2.067654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -20676548.000000 Penalty: 5923.965820
	Iteration 43Q: 3 clusters Score -2.067655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -20676552.000000 Penalty: 5923.965820
	Iteration 44Q: 3 clusters Score -2.067655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153165 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -20676544.000000 Penalty: 5923.965820
	Iteration 45Q: 3 clusters Score -2.067654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153165 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -20676552.000000 Penalty: 5923.965820
	Iteration 46Q: 3 clusters Score -2.067655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153165 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -20676552.000000 Penalty: 5923.965820
	Iteration 47F: 3 clusters Score -2.067655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -184828.765625 Penalty: 1811.519897
	Iteration 0F: 2 clusters Score -184828.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -182563.015625 Penalty: 3623.039795
	Iteration 0F: 3 clusters Score -182563 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -183006.906250 Penalty: 3623.039795
	Iteration 1F: 3 clusters Score -183006.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -183222.218750 Penalty: 3623.039795
	Iteration 2F: 3 clusters Score -183222.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -183399.218750 Penalty: 3623.039795
	Iteration 3F: 3 clusters Score -183399.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -183521.296875 Penalty: 3623.039795
	Iteration 4F: 3 clusters Score -183521.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -183616.562500 Penalty: 3623.039795
	Iteration 5Q: 3 clusters Score -183616.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -183703.218750 Penalty: 3623.039795
	Iteration 6Q: 3 clusters Score -183703.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -183784.890625 Penalty: 3623.039795
	Iteration 7Q: 3 clusters Score -183784.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -183848.500000 Penalty: 3623.039795
	Iteration 8Q: 3 clusters Score -183848.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -183908.359375 Penalty: 3623.039795
	Iteration 9Q: 3 clusters Score -183908.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -183956.906250 Penalty: 3623.039795
	Iteration 10Q: 3 clusters Score -183956.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -184011.906250 Penalty: 3623.039795
	Iteration 11Q: 3 clusters Score -184011.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -184048.625000 Penalty: 3623.039795
	Iteration 12Q: 3 clusters Score -184048.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -184059.234375 Penalty: 3623.039795
	Iteration 13Q: 3 clusters Score -184059.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -184069.375000 Penalty: 3623.039795
	Iteration 14Q: 3 clusters Score -184069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -184074.703125 Penalty: 3623.039795
	Iteration 15Q: 3 clusters Score -184074.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -184082.640625 Penalty: 3623.039795
	Iteration 16Q: 3 clusters Score -184082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -184090.484375 Penalty: 3623.039795
	Iteration 17Q: 3 clusters Score -184090.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -184110.687500 Penalty: 3623.039795
	Iteration 18Q: 3 clusters Score -184110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -184119.062500 Penalty: 3623.039795
	Iteration 19Q: 3 clusters Score -184119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -184130.968750 Penalty: 3623.039795
	Iteration 20F: 3 clusters Score -184131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -184149.859375 Penalty: 3623.039795
	Iteration 21Q: 3 clusters Score -184149.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -184183.125000 Penalty: 3623.039795
	Iteration 22Q: 3 clusters Score -184183.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -184198.734375 Penalty: 3623.039795
	Iteration 23Q: 3 clusters Score -184198.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -184206.109375 Penalty: 3623.039795
	Iteration 24Q: 3 clusters Score -184206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -184211.703125 Penalty: 3623.039795
	Iteration 25Q: 3 clusters Score -184211.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -184215.140625 Penalty: 3623.039795
	Iteration 26Q: 3 clusters Score -184215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -184217.046875 Penalty: 3623.039795
	Iteration 27Q: 3 clusters Score -184217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -184219.734375 Penalty: 3623.039795
	Iteration 28Q: 3 clusters Score -184219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -184221.156250 Penalty: 3623.039795
	Iteration 29Q: 3 clusters Score -184221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -184221.156250 Penalty: 3623.039795
	Iteration 30F: 3 clusters Score -184221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (197743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197743 members 
Entering Unmasked Estep 
Score: -26444864.000000 Penalty: 3024.291260
	Iteration 0F: 2 clusters Score -2.644486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
Score: -26316458.000000 Penalty: 6048.582520
	Iteration 0F: 3 clusters Score -2.631646e+07 nChanged 95312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 100827 members 
Entering Unmasked Estep 
Score: -26371966.000000 Penalty: 6048.582520
	Iteration 1F: 3 clusters Score -2.637197e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 102161 members 
Entering Unmasked Estep 
Score: -26373298.000000 Penalty: 6048.582520
	Iteration 2Q: 3 clusters Score -2.63733e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -26375240.000000 Penalty: 6048.582520
	Iteration 3Q: 3 clusters Score -2.637524e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 107521 members 
Entering Unmasked Estep 
Score: -26378426.000000 Penalty: 6048.582520
	Iteration 4Q: 3 clusters Score -2.637843e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 112512 members 
Entering Unmasked Estep 
Score: -26383108.000000 Penalty: 6048.582520
	Iteration 5F: 3 clusters Score -2.638311e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 119515 members 
Entering Unmasked Estep 
Score: -26390152.000000 Penalty: 6048.582520
	Iteration 6F: 3 clusters Score -2.639015e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 128395 members 
Entering Unmasked Estep 
Score: -26399924.000000 Penalty: 6048.582520
	Iteration 7F: 3 clusters Score -2.639992e+07 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 137756 members 
Entering Unmasked Estep 
Score: -26412212.000000 Penalty: 6048.582520
	Iteration 8F: 3 clusters Score -2.641221e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -26423602.000000 Penalty: 6048.582520
	Iteration 9F: 3 clusters Score -2.64236e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 150660 members 
Entering Unmasked Estep 
Score: -26430082.000000 Penalty: 6048.582520
	Iteration 10Q: 3 clusters Score -2.643008e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 154350 members 
Entering Unmasked Estep 
Score: -26432458.000000 Penalty: 6048.582520
	Iteration 11Q: 3 clusters Score -2.643246e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 157732 members 
Entering Unmasked Estep 
Score: -26433886.000000 Penalty: 6048.582520
	Iteration 12Q: 3 clusters Score -2.643389e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 160909 members 
Entering Unmasked Estep 
Score: -26435022.000000 Penalty: 6048.582520
	Iteration 13Q: 3 clusters Score -2.643502e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 163917 members 
Entering Unmasked Estep 
Score: -26435958.000000 Penalty: 6048.582520
	Iteration 14Q: 3 clusters Score -2.643596e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 166664 members 
Entering Unmasked Estep 
Score: -26436712.000000 Penalty: 6048.582520
	Iteration 15Q: 3 clusters Score -2.643671e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 169152 members 
Entering Unmasked Estep 
Score: -26437474.000000 Penalty: 6048.582520
	Iteration 16Q: 3 clusters Score -2.643747e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 171322 members 
Entering Unmasked Estep 
Score: -26437900.000000 Penalty: 6048.582520
	Iteration 17Q: 3 clusters Score -2.64379e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 173231 members 
Entering Unmasked Estep 
Score: -26438452.000000 Penalty: 6048.582520
	Iteration 18Q: 3 clusters Score -2.643845e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 174954 members 
Entering Unmasked Estep 
Score: -26439036.000000 Penalty: 6048.582520
	Iteration 19Q: 3 clusters Score -2.643904e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 176560 members 
Entering Unmasked Estep 
Score: -26439426.000000 Penalty: 6048.582520
	Iteration 20F: 3 clusters Score -2.643943e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 178063 members 
Entering Unmasked Estep 
Score: -26439830.000000 Penalty: 6048.582520
	Iteration 21Q: 3 clusters Score -2.643983e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 179404 members 
Entering Unmasked Estep 
Score: -26440104.000000 Penalty: 6048.582520
	Iteration 22Q: 3 clusters Score -2.64401e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 180620 members 
Entering Unmasked Estep 
Score: -26440338.000000 Penalty: 6048.582520
	Iteration 23Q: 3 clusters Score -2.644034e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 181771 members 
Entering Unmasked Estep 
Score: -26440806.000000 Penalty: 6048.582520
	Iteration 24Q: 3 clusters Score -2.644081e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 182818 members 
Entering Unmasked Estep 
Score: -26441018.000000 Penalty: 6048.582520
	Iteration 25Q: 3 clusters Score -2.644102e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 183736 members 
Entering Unmasked Estep 
Score: -26441402.000000 Penalty: 6048.582520
	Iteration 26Q: 3 clusters Score -2.64414e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 184597 members 
Entering Unmasked Estep 
Score: -26441564.000000 Penalty: 6048.582520
	Iteration 27Q: 3 clusters Score -2.644156e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 185371 members 
Entering Unmasked Estep 
Score: -26441718.000000 Penalty: 6048.582520
	Iteration 28Q: 3 clusters Score -2.644172e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 186028 members 
Entering Unmasked Estep 
Score: -26441904.000000 Penalty: 6048.582520
	Iteration 29Q: 3 clusters Score -2.64419e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 186608 members 
Entering Unmasked Estep 
Score: -26442022.000000 Penalty: 6048.582520
	Iteration 30Q: 3 clusters Score -2.644202e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 187082 members 
Entering Unmasked Estep 
Score: -26442156.000000 Penalty: 6048.582520
	Iteration 31Q: 3 clusters Score -2.644216e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 187541 members 
Entering Unmasked Estep 
Score: -26442256.000000 Penalty: 6048.582520
	Iteration 32Q: 3 clusters Score -2.644226e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 187940 members 
Entering Unmasked Estep 
Score: -26442280.000000 Penalty: 6048.582520
	Iteration 33Q: 3 clusters Score -2.644228e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 188315 members 
Entering Unmasked Estep 
Score: -26442368.000000 Penalty: 6048.582520
	Iteration 34Q: 3 clusters Score -2.644237e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 188676 members 
Entering Unmasked Estep 
Score: -26442424.000000 Penalty: 6048.582520
	Iteration 35Q: 3 clusters Score -2.644242e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 189027 members 
Entering Unmasked Estep 
Score: -26442468.000000 Penalty: 6048.582520
	Iteration 36Q: 3 clusters Score -2.644247e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 189334 members 
Entering Unmasked Estep 
Score: -26442522.000000 Penalty: 6048.582520
	Iteration 37Q: 3 clusters Score -2.644252e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 189621 members 
Entering Unmasked Estep 
Score: -26442520.000000 Penalty: 6048.582520
	Iteration 38Q: 3 clusters Score -2.644252e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 189884 members 
Entering Unmasked Estep 
Score: -26442514.000000 Penalty: 6048.582520
	Iteration 39Q: 3 clusters Score -2.644251e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 190138 members 
Entering Unmasked Estep 
Score: -26442602.000000 Penalty: 6048.582520
	Iteration 40F: 3 clusters Score -2.64426e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 190399 members 
Entering Unmasked Estep 
Score: -26442572.000000 Penalty: 6048.582520
	Iteration 41Q: 3 clusters Score -2.644257e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 190635 members 
Entering Unmasked Estep 
Score: -26442626.000000 Penalty: 6048.582520
	Iteration 42Q: 3 clusters Score -2.644263e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 190853 members 
Entering Unmasked Estep 
Score: -26442672.000000 Penalty: 6048.582520
	Iteration 43Q: 3 clusters Score -2.644267e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 191051 members 
Entering Unmasked Estep 
Score: -26442744.000000 Penalty: 6048.582520
	Iteration 44Q: 3 clusters Score -2.644274e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 191228 members 
Entering Unmasked Estep 
Score: -26442698.000000 Penalty: 6048.582520
	Iteration 45Q: 3 clusters Score -2.64427e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 191398 members 
Entering Unmasked Estep 
Score: -26442678.000000 Penalty: 6048.582520
	Iteration 46Q: 3 clusters Score -2.644268e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 191545 members 
Entering Unmasked Estep 
Score: -26442662.000000 Penalty: 6048.582520
	Iteration 47Q: 3 clusters Score -2.644266e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 191688 members 
Entering Unmasked Estep 
Score: -26442718.000000 Penalty: 6048.582520
	Iteration 48Q: 3 clusters Score -2.644272e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 191832 members 
Entering Unmasked Estep 
Score: -26442744.000000 Penalty: 6048.582520
	Iteration 49Q: 3 clusters Score -2.644274e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 191963 members 
Entering Unmasked Estep 
Score: -26442724.000000 Penalty: 6048.582520
	Iteration 50Q: 3 clusters Score -2.644272e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 192090 members 
Entering Unmasked Estep 
Score: -26442784.000000 Penalty: 6048.582520
	Iteration 51Q: 3 clusters Score -2.644278e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 192219 members 
Entering Unmasked Estep 
Score: -26442808.000000 Penalty: 6048.582520
	Iteration 52Q: 3 clusters Score -2.644281e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 192327 members 
Entering Unmasked Estep 
Score: -26442764.000000 Penalty: 6048.582520
	Iteration 53Q: 3 clusters Score -2.644276e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 192416 members 
Entering Unmasked Estep 
Score: -26442762.000000 Penalty: 6048.582520
	Iteration 54Q: 3 clusters Score -2.644276e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 192510 members 
Entering Unmasked Estep 
Score: -26442794.000000 Penalty: 6048.582520
	Iteration 55Q: 3 clusters Score -2.644279e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 192588 members 
Entering Unmasked Estep 
Score: -26442818.000000 Penalty: 6048.582520
	Iteration 56Q: 3 clusters Score -2.644282e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 192661 members 
Entering Unmasked Estep 
Score: -26442786.000000 Penalty: 6048.582520
	Iteration 57Q: 3 clusters Score -2.644279e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 192726 members 
Entering Unmasked Estep 
Score: -26442818.000000 Penalty: 6048.582520
	Iteration 58Q: 3 clusters Score -2.644282e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 192799 members 
Entering Unmasked Estep 
Score: -26442808.000000 Penalty: 6048.582520
	Iteration 59Q: 3 clusters Score -2.644281e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 192869 members 
Entering Unmasked Estep 
Score: -26442816.000000 Penalty: 6048.582520
	Iteration 60F: 3 clusters Score -2.644282e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 192935 members 
Entering Unmasked Estep 
Score: -26442826.000000 Penalty: 6048.582520
	Iteration 61Q: 3 clusters Score -2.644283e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 192994 members 
Entering Unmasked Estep 
Score: -26442894.000000 Penalty: 6048.582520
	Iteration 62Q: 3 clusters Score -2.644289e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 193059 members 
Entering Unmasked Estep 
Score: -26442918.000000 Penalty: 6048.582520
	Iteration 63Q: 3 clusters Score -2.644292e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 193115 members 
Entering Unmasked Estep 
Score: -26442898.000000 Penalty: 6048.582520
	Iteration 64Q: 3 clusters Score -2.64429e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 193169 members 
Entering Unmasked Estep 
Score: -26442886.000000 Penalty: 6048.582520
	Iteration 65Q: 3 clusters Score -2.644289e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 193224 members 
Entering Unmasked Estep 
Score: -26442936.000000 Penalty: 6048.582520
	Iteration 66Q: 3 clusters Score -2.644294e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 193284 members 
Entering Unmasked Estep 
Score: -26442958.000000 Penalty: 6048.582520
	Iteration 67Q: 3 clusters Score -2.644296e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 193333 members 
Entering Unmasked Estep 
Score: -26442980.000000 Penalty: 6048.582520
	Iteration 68Q: 3 clusters Score -2.644298e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 193371 members 
Entering Unmasked Estep 
Score: -26442992.000000 Penalty: 6048.582520
	Iteration 69Q: 3 clusters Score -2.644299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 193409 members 
Entering Unmasked Estep 
Score: -26442994.000000 Penalty: 6048.582520
	Iteration 70Q: 3 clusters Score -2.644299e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 193441 members 
Entering Unmasked Estep 
Score: -26443014.000000 Penalty: 6048.582520
	Iteration 71Q: 3 clusters Score -2.644301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 193474 members 
Entering Unmasked Estep 
Score: -26443034.000000 Penalty: 6048.582520
	Iteration 72Q: 3 clusters Score -2.644303e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 193504 members 
Entering Unmasked Estep 
Score: -26443022.000000 Penalty: 6048.582520
	Iteration 73Q: 3 clusters Score -2.644302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 193534 members 
Entering Unmasked Estep 
Score: -26443036.000000 Penalty: 6048.582520
	Iteration 74Q: 3 clusters Score -2.644304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 193554 members 
Entering Unmasked Estep 
Score: -26443038.000000 Penalty: 6048.582520
	Iteration 75Q: 3 clusters Score -2.644304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 193573 members 
Entering Unmasked Estep 
Score: -26443034.000000 Penalty: 6048.582520
	Iteration 76Q: 3 clusters Score -2.644303e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 193601 members 
Entering Unmasked Estep 
Score: -26443070.000000 Penalty: 6048.582520
	Iteration 77Q: 3 clusters Score -2.644307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -26443080.000000 Penalty: 6048.582520
	Iteration 78Q: 3 clusters Score -2.644308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 193648 members 
Entering Unmasked Estep 
Score: -26443082.000000 Penalty: 6048.582520
	Iteration 79Q: 3 clusters Score -2.644308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 193663 members 
Entering Unmasked Estep 
Score: -26443060.000000 Penalty: 6048.582520
	Iteration 80F: 3 clusters Score -2.644306e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 193686 members 
Entering Unmasked Estep 
Score: -26443058.000000 Penalty: 6048.582520
	Iteration 81Q: 3 clusters Score -2.644306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 193712 members 
Entering Unmasked Estep 
Score: -26443062.000000 Penalty: 6048.582520
	Iteration 82Q: 3 clusters Score -2.644306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 193735 members 
Entering Unmasked Estep 
Score: -26443042.000000 Penalty: 6048.582520
	Iteration 83Q: 3 clusters Score -2.644304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 193753 members 
Entering Unmasked Estep 
Score: -26443032.000000 Penalty: 6048.582520
	Iteration 84Q: 3 clusters Score -2.644303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 193772 members 
Entering Unmasked Estep 
Score: -26443056.000000 Penalty: 6048.582520
	Iteration 85Q: 3 clusters Score -2.644306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 193789 members 
Entering Unmasked Estep 
Score: -26443034.000000 Penalty: 6048.582520
	Iteration 86Q: 3 clusters Score -2.644303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 193801 members 
Entering Unmasked Estep 
Score: -26443048.000000 Penalty: 6048.582520
	Iteration 87Q: 3 clusters Score -2.644305e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 193821 members 
Entering Unmasked Estep 
Score: -26443066.000000 Penalty: 6048.582520
	Iteration 88Q: 3 clusters Score -2.644307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 193843 members 
Entering Unmasked Estep 
Score: -26443078.000000 Penalty: 6048.582520
	Iteration 89Q: 3 clusters Score -2.644308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 193864 members 
Entering Unmasked Estep 
Score: -26443108.000000 Penalty: 6048.582520
	Iteration 90Q: 3 clusters Score -2.644311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 193875 members 
Entering Unmasked Estep 
Score: -26443124.000000 Penalty: 6048.582520
	Iteration 91Q: 3 clusters Score -2.644312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 193891 members 
Entering Unmasked Estep 
Score: -26443140.000000 Penalty: 6048.582520
	Iteration 92Q: 3 clusters Score -2.644314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 193900 members 
Entering Unmasked Estep 
Score: -26443126.000000 Penalty: 6048.582520
	Iteration 93Q: 3 clusters Score -2.644313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 193907 members 
Entering Unmasked Estep 
Score: -26443110.000000 Penalty: 6048.582520
	Iteration 94Q: 3 clusters Score -2.644311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 193915 members 
Entering Unmasked Estep 
Score: -26443130.000000 Penalty: 6048.582520
	Iteration 95Q: 3 clusters Score -2.644313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 193920 members 
Entering Unmasked Estep 
Score: -26443128.000000 Penalty: 6048.582520
	Iteration 96Q: 3 clusters Score -2.644313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 193925 members 
Entering Unmasked Estep 
Score: -26443146.000000 Penalty: 6048.582520
	Iteration 97Q: 3 clusters Score -2.644315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 193926 members 
Entering Unmasked Estep 
Score: -26443140.000000 Penalty: 6048.582520
	Iteration 98Q: 3 clusters Score -2.644314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 193928 members 
Entering Unmasked Estep 
Score: -26443132.000000 Penalty: 6048.582520
	Iteration 99Q: 3 clusters Score -2.644313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 193930 members 
Entering Unmasked Estep 
Score: -26443144.000000 Penalty: 6048.582520
	Iteration 100F: 3 clusters Score -2.644314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 193934 members 
Entering Unmasked Estep 
Score: -26443140.000000 Penalty: 6048.582520
	Iteration 101Q: 3 clusters Score -2.644314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 193941 members 
Entering Unmasked Estep 
Score: -26443130.000000 Penalty: 6048.582520
	Iteration 102Q: 3 clusters Score -2.644313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 193942 members 
Entering Unmasked Estep 
Score: -26443128.000000 Penalty: 6048.582520
	Iteration 103Q: 3 clusters Score -2.644313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 193943 members 
Entering Unmasked Estep 
Score: -26443122.000000 Penalty: 6048.582520
	Iteration 104Q: 3 clusters Score -2.644312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 193945 members 
Entering Unmasked Estep 
Score: -26443118.000000 Penalty: 6048.582520
	Iteration 105Q: 3 clusters Score -2.644312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 193948 members 
Entering Unmasked Estep 
Score: -26443114.000000 Penalty: 6048.582520
	Iteration 106Q: 3 clusters Score -2.644311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 193948 members 
Entering Unmasked Estep 
Score: -26443114.000000 Penalty: 6048.582520
	Iteration 107F: 3 clusters Score -2.644311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (192539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192539 members 
Entering Unmasked Estep 
Score: -25766458.000000 Penalty: 3017.677246
	Iteration 0F: 2 clusters Score -2.576646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -25643692.000000 Penalty: 6035.354492
	Iteration 0F: 3 clusters Score -2.564369e+07 nChanged 92734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -25698470.000000 Penalty: 6035.354492
	Iteration 1F: 3 clusters Score -2.569847e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 91111 members 
Entering Unmasked Estep 
Score: -25699320.000000 Penalty: 6035.354492
	Iteration 2Q: 3 clusters Score -2.569932e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -25700558.000000 Penalty: 6035.354492
	Iteration 3Q: 3 clusters Score -2.570056e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109926 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -25702318.000000 Penalty: 6035.354492
	Iteration 4Q: 3 clusters Score -2.570232e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117674 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -25705626.000000 Penalty: 6035.354492
	Iteration 5Q: 3 clusters Score -2.570563e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129377 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -25712378.000000 Penalty: 6035.354492
	Iteration 6F: 3 clusters Score -2.571238e+07 nChanged 15780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145147 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -25724580.000000 Penalty: 6035.354492
	Iteration 7F: 3 clusters Score -2.572458e+07 nChanged 18616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163763 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -25741094.000000 Penalty: 6035.354492
	Iteration 8F: 3 clusters Score -2.574109e+07 nChanged 16129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179892 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -25753970.000000 Penalty: 6035.354492
	Iteration 9F: 3 clusters Score -2.575397e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188503 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -25760288.000000 Penalty: 6035.354492
	Iteration 10Q: 3 clusters Score -2.576029e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191375 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -25762638.000000 Penalty: 6035.354492
	Iteration 11Q: 3 clusters Score -2.576264e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192109 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -25763340.000000 Penalty: 6035.354492
	Iteration 12Q: 3 clusters Score -2.576334e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192252 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25763548.000000 Penalty: 6035.354492
	Iteration 13Q: 3 clusters Score -2.576355e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192293 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25763636.000000 Penalty: 6035.354492
	Iteration 14Q: 3 clusters Score -2.576364e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192302 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25763704.000000 Penalty: 6035.354492
	Iteration 15Q: 3 clusters Score -2.57637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192308 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25763708.000000 Penalty: 6035.354492
	Iteration 16Q: 3 clusters Score -2.576371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192313 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25763718.000000 Penalty: 6035.354492
	Iteration 17Q: 3 clusters Score -2.576372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192315 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25763732.000000 Penalty: 6035.354492
	Iteration 18Q: 3 clusters Score -2.576373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192317 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25763750.000000 Penalty: 6035.354492
	Iteration 19Q: 3 clusters Score -2.576375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192316 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25763754.000000 Penalty: 6035.354492
	Iteration 20F: 3 clusters Score -2.576375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192315 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25763750.000000 Penalty: 6035.354492
	Iteration 21Q: 3 clusters Score -2.576375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192315 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25763750.000000 Penalty: 6035.354492
	Iteration 22F: 3 clusters Score -2.576375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -74264.648438 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -74264.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72681.734375 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -72681.73 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72875.117188 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -72875.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72980.523438 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -72980.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73047.703125 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -73047.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73085.101562 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -73085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73115.656250 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -73115.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73134.398438 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -73134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73156.453125 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -73156.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73170.085938 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -73170.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73207.515625 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -73207.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73341.679688 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -73341.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73405.851562 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -73405.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73435.718750 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -73435.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73447.289062 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -73447.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73460.328125 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -73460.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73469.320312 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -73469.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73479.343750 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -73479.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73490.460938 Penalty: 3188.340332
	Iteration 17Q: 3 clusters Score -73490.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73501.984375 Penalty: 3188.340332
	Iteration 18Q: 3 clusters Score -73501.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73512.210938 Penalty: 3188.340332
	Iteration 19Q: 3 clusters Score -73512.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73513.187500 Penalty: 3188.340332
	Iteration 20F: 3 clusters Score -73513.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -7064.777344 Penalty: 1039.034424
	Iteration 0F: 2 clusters Score -7064.777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 29 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: -3812.141846 Penalty: 1039.034424
	Iteration 0F: 2 clusters Score -3812.142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -7064.777344 Penalty: 1039.034424
	Iteration 1F: 2 clusters Score -7064.777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Entering Unmasked Estep 
Score: -8319460.000000 Penalty: 2734.030762
	Iteration 0F: 2 clusters Score -8319460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -8278207.000000 Penalty: 5468.061523
	Iteration 0F: 3 clusters Score -8278207 nChanged 28636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -8294264.500000 Penalty: 5468.061523
	Iteration 1F: 3 clusters Score -8294264 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -8294811.000000 Penalty: 5468.061523
	Iteration 2Q: 3 clusters Score -8294811 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -8295312.500000 Penalty: 5468.061523
	Iteration 3Q: 3 clusters Score -8295312 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -8295775.000000 Penalty: 5468.061523
	Iteration 4Q: 3 clusters Score -8295775 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -8296269.500000 Penalty: 5468.061523
	Iteration 5Q: 3 clusters Score -8296270 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -8296911.500000 Penalty: 5468.061523
	Iteration 6Q: 3 clusters Score -8296912 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -8297757.500000 Penalty: 5468.061523
	Iteration 7Q: 3 clusters Score -8297758 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -8299099.500000 Penalty: 5468.061523
	Iteration 8Q: 3 clusters Score -8299100 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -8300905.500000 Penalty: 5468.061523
	Iteration 9F: 3 clusters Score -8300906 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -8303627.500000 Penalty: 5468.061523
	Iteration 10F: 3 clusters Score -8303628 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -8306876.500000 Penalty: 5468.061523
	Iteration 11F: 3 clusters Score -8306876 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -8309982.500000 Penalty: 5468.061523
	Iteration 12F: 3 clusters Score -8309982 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -8312580.000000 Penalty: 5468.061523
	Iteration 13Q: 3 clusters Score -8312580 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -8314212.000000 Penalty: 5468.061523
	Iteration 14Q: 3 clusters Score -8314212 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -8315247.500000 Penalty: 5468.061523
	Iteration 15Q: 3 clusters Score -8315248 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -8315875.000000 Penalty: 5468.061523
	Iteration 16Q: 3 clusters Score -8315875 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -8316248.500000 Penalty: 5468.061523
	Iteration 17Q: 3 clusters Score -8316248 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -8316467.500000 Penalty: 5468.061523
	Iteration 18Q: 3 clusters Score -8316468 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -8316593.500000 Penalty: 5468.061523
	Iteration 19Q: 3 clusters Score -8316594 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -8316701.500000 Penalty: 5468.061523
	Iteration 20F: 3 clusters Score -8316702 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -8316806.500000 Penalty: 5468.061523
	Iteration 21Q: 3 clusters Score -8316806 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -8316875.000000 Penalty: 5468.061523
	Iteration 22Q: 3 clusters Score -8316875 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -8316953.000000 Penalty: 5468.061523
	Iteration 23Q: 3 clusters Score -8316953 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -8316998.000000 Penalty: 5468.061523
	Iteration 24Q: 3 clusters Score -8316998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -8317023.500000 Penalty: 5468.061523
	Iteration 25Q: 3 clusters Score -8317024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -8317031.500000 Penalty: 5468.061523
	Iteration 26Q: 3 clusters Score -8317032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -8317043.000000 Penalty: 5468.061523
	Iteration 27Q: 3 clusters Score -8317043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -8317048.500000 Penalty: 5468.061523
	Iteration 28Q: 3 clusters Score -8317048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -8317068.500000 Penalty: 5468.061523
	Iteration 29Q: 3 clusters Score -8317068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -8317069.000000 Penalty: 5468.061523
	Iteration 30Q: 3 clusters Score -8317069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -8317081.000000 Penalty: 5468.061523
	Iteration 31Q: 3 clusters Score -8317081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -8317099.000000 Penalty: 5468.061523
	Iteration 32Q: 3 clusters Score -8317099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -8317095.500000 Penalty: 5468.061523
	Iteration 33Q: 3 clusters Score -8317096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -8317109.000000 Penalty: 5468.061523
	Iteration 34Q: 3 clusters Score -8317109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -8317113.000000 Penalty: 5468.061523
	Iteration 35Q: 3 clusters Score -8317113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -8317107.000000 Penalty: 5468.061523
	Iteration 36Q: 3 clusters Score -8317107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -8317111.500000 Penalty: 5468.061523
	Iteration 37Q: 3 clusters Score -8317112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -8317112.500000 Penalty: 5468.061523
	Iteration 38Q: 3 clusters Score -8317112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -8317117.000000 Penalty: 5468.061523
	Iteration 39Q: 3 clusters Score -8317117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -8317121.000000 Penalty: 5468.061523
	Iteration 40F: 3 clusters Score -8317121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -8317122.000000 Penalty: 5468.061523
	Iteration 41Q: 3 clusters Score -8317122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -8317123.000000 Penalty: 5468.061523
	Iteration 42Q: 3 clusters Score -8317123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -8317123.000000 Penalty: 5468.061523
	Iteration 43Q: 3 clusters Score -8317123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -8317122.000000 Penalty: 5468.061523
	Iteration 44Q: 3 clusters Score -8317122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -8317129.000000 Penalty: 5468.061523
	Iteration 45Q: 3 clusters Score -8317129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -8317134.000000 Penalty: 5468.061523
	Iteration 46Q: 3 clusters Score -8317134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -8317132.500000 Penalty: 5468.061523
	Iteration 47Q: 3 clusters Score -8317132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -8317130.500000 Penalty: 5468.061523
	Iteration 48Q: 3 clusters Score -8317130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -8317128.500000 Penalty: 5468.061523
	Iteration 49Q: 3 clusters Score -8317128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -8317133.000000 Penalty: 5468.061523
	Iteration 50Q: 3 clusters Score -8317133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -8317136.500000 Penalty: 5468.061523
	Iteration 51Q: 3 clusters Score -8317136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -8317140.500000 Penalty: 5468.061523
	Iteration 52Q: 3 clusters Score -8317140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -8317139.000000 Penalty: 5468.061523
	Iteration 53Q: 3 clusters Score -8317139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -8317139.000000 Penalty: 5468.061523
	Iteration 54Q: 3 clusters Score -8317139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -8317139.000000 Penalty: 5468.061523
	Iteration 55F: 3 clusters Score -8317139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Entering Unmasked Estep 
Score: -4235901.500000 Penalty: 2566.243652
	Iteration 0F: 2 clusters Score -4235902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -4214392.500000 Penalty: 5132.487305
	Iteration 0F: 3 clusters Score -4214392 nChanged 14220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4221912.500000 Penalty: 5132.487305
	Iteration 1F: 3 clusters Score -4221912 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4222474.000000 Penalty: 5132.487305
	Iteration 2Q: 3 clusters Score -4222474 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4223052.000000 Penalty: 5132.487305
	Iteration 3Q: 3 clusters Score -4223052 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4223731.000000 Penalty: 5132.487305
	Iteration 4Q: 3 clusters Score -4223731 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4224534.000000 Penalty: 5132.487305
	Iteration 5F: 3 clusters Score -4224534 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -4225636.500000 Penalty: 5132.487305
	Iteration 6F: 3 clusters Score -4225636 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -4227202.500000 Penalty: 5132.487305
	Iteration 7F: 3 clusters Score -4227202 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -4229057.500000 Penalty: 5132.487305
	Iteration 8F: 3 clusters Score -4229058 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4230776.000000 Penalty: 5132.487305
	Iteration 9F: 3 clusters Score -4230776 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -4232050.000000 Penalty: 5132.487305
	Iteration 10Q: 3 clusters Score -4232050 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -4232758.000000 Penalty: 5132.487305
	Iteration 11Q: 3 clusters Score -4232758 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4233089.000000 Penalty: 5132.487305
	Iteration 12Q: 3 clusters Score -4233089 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4233312.000000 Penalty: 5132.487305
	Iteration 13Q: 3 clusters Score -4233312 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4233463.000000 Penalty: 5132.487305
	Iteration 14Q: 3 clusters Score -4233463 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4233585.500000 Penalty: 5132.487305
	Iteration 15Q: 3 clusters Score -4233586 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4233668.000000 Penalty: 5132.487305
	Iteration 16Q: 3 clusters Score -4233668 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4233729.000000 Penalty: 5132.487305
	Iteration 17Q: 3 clusters Score -4233729 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4233792.000000 Penalty: 5132.487305
	Iteration 18Q: 3 clusters Score -4233792 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4233829.500000 Penalty: 5132.487305
	Iteration 19Q: 3 clusters Score -4233830 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4233879.000000 Penalty: 5132.487305
	Iteration 20F: 3 clusters Score -4233879 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4233919.000000 Penalty: 5132.487305
	Iteration 21Q: 3 clusters Score -4233919 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4233939.500000 Penalty: 5132.487305
	Iteration 22Q: 3 clusters Score -4233940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4233964.500000 Penalty: 5132.487305
	Iteration 23Q: 3 clusters Score -4233964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4233981.500000 Penalty: 5132.487305
	Iteration 24Q: 3 clusters Score -4233982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4233986.000000 Penalty: 5132.487305
	Iteration 25Q: 3 clusters Score -4233986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4234017.000000 Penalty: 5132.487305
	Iteration 26Q: 3 clusters Score -4234017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4234024.000000 Penalty: 5132.487305
	Iteration 27Q: 3 clusters Score -4234024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4234036.000000 Penalty: 5132.487305
	Iteration 28Q: 3 clusters Score -4234036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4234052.500000 Penalty: 5132.487305
	Iteration 29Q: 3 clusters Score -4234052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4234064.000000 Penalty: 5132.487305
	Iteration 30Q: 3 clusters Score -4234064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4234066.000000 Penalty: 5132.487305
	Iteration 31Q: 3 clusters Score -4234066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4234070.000000 Penalty: 5132.487305
	Iteration 32Q: 3 clusters Score -4234070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4234082.500000 Penalty: 5132.487305
	Iteration 33Q: 3 clusters Score -4234082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4234080.500000 Penalty: 5132.487305
	Iteration 34Q: 3 clusters Score -4234080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4234079.500000 Penalty: 5132.487305
	Iteration 35Q: 3 clusters Score -4234080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4234087.000000 Penalty: 5132.487305
	Iteration 36Q: 3 clusters Score -4234087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4234088.000000 Penalty: 5132.487305
	Iteration 37Q: 3 clusters Score -4234088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4234088.500000 Penalty: 5132.487305
	Iteration 38Q: 3 clusters Score -4234088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4234091.000000 Penalty: 5132.487305
	Iteration 39Q: 3 clusters Score -4234091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4234093.000000 Penalty: 5132.487305
	Iteration 40F: 3 clusters Score -4234093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4234093.500000 Penalty: 5132.487305
	Iteration 41Q: 3 clusters Score -4234094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4234089.000000 Penalty: 5132.487305
	Iteration 42Q: 3 clusters Score -4234089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4234092.500000 Penalty: 5132.487305
	Iteration 43Q: 3 clusters Score -4234092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4234100.000000 Penalty: 5132.487305
	Iteration 44Q: 3 clusters Score -4234100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4234098.000000 Penalty: 5132.487305
	Iteration 45Q: 3 clusters Score -4234098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4234103.500000 Penalty: 5132.487305
	Iteration 46Q: 3 clusters Score -4234104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4234104.000000 Penalty: 5132.487305
	Iteration 47Q: 3 clusters Score -4234104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4234107.000000 Penalty: 5132.487305
	Iteration 48Q: 3 clusters Score -4234107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4234099.000000 Penalty: 5132.487305
	Iteration 49Q: 3 clusters Score -4234099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4234105.000000 Penalty: 5132.487305
	Iteration 50Q: 3 clusters Score -4234105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4234102.500000 Penalty: 5132.487305
	Iteration 51Q: 3 clusters Score -4234102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4234109.500000 Penalty: 5132.487305
	Iteration 52Q: 3 clusters Score -4234110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4234111.500000 Penalty: 5132.487305
	Iteration 53Q: 3 clusters Score -4234112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4234115.500000 Penalty: 5132.487305
	Iteration 54Q: 3 clusters Score -4234116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4234115.500000 Penalty: 5132.487305
	Iteration 55Q: 3 clusters Score -4234116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4234115.000000 Penalty: 5132.487305
	Iteration 56Q: 3 clusters Score -4234115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4234116.500000 Penalty: 5132.487305
	Iteration 57Q: 3 clusters Score -4234116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4234118.000000 Penalty: 5132.487305
	Iteration 58Q: 3 clusters Score -4234118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4234123.000000 Penalty: 5132.487305
	Iteration 59Q: 3 clusters Score -4234123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4234117.500000 Penalty: 5132.487305
	Iteration 60F: 3 clusters Score -4234118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4234116.500000 Penalty: 5132.487305
	Iteration 61Q: 3 clusters Score -4234116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4234114.500000 Penalty: 5132.487305
	Iteration 62Q: 3 clusters Score -4234114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4234124.000000 Penalty: 5132.487305
	Iteration 63Q: 3 clusters Score -4234124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4234124.000000 Penalty: 5132.487305
	Iteration 64Q: 3 clusters Score -4234124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4234120.500000 Penalty: 5132.487305
	Iteration 65Q: 3 clusters Score -4234120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4234126.000000 Penalty: 5132.487305
	Iteration 66Q: 3 clusters Score -4234126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4234129.500000 Penalty: 5132.487305
	Iteration 67Q: 3 clusters Score -4234130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4234126.500000 Penalty: 5132.487305
	Iteration 68Q: 3 clusters Score -4234126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4234128.000000 Penalty: 5132.487305
	Iteration 69Q: 3 clusters Score -4234128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4234127.000000 Penalty: 5132.487305
	Iteration 70Q: 3 clusters Score -4234127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4234127.000000 Penalty: 5132.487305
	Iteration 71F: 3 clusters Score -4234127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162691 members 
Mstep: Class 12 contains 171569 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153811 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197743 members 
Mstep: Class 17 contains 192539 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61348 members 
Mstep: Class 21 contains 31187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351232.000000 Penalty: 72426.367188
Iteration 279Q: 22 clusters Score -1.443512e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162692 members 
Mstep: Class 12 contains 171569 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153811 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197742 members 
Mstep: Class 17 contains 192539 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61349 members 
Mstep: Class 21 contains 31186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351232.000000 Penalty: 72426.367188
Iteration 280F: 22 clusters Score -1.443512e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162692 members 
Mstep: Class 12 contains 171569 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153811 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197741 members 
Mstep: Class 17 contains 192539 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61351 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351232.000000 Penalty: 72426.367188
Iteration 281Q: 22 clusters Score -1.443512e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162692 members 
Mstep: Class 12 contains 171568 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153811 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197741 members 
Mstep: Class 17 contains 192538 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61353 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351248.000000 Penalty: 72426.367188
Iteration 282Q: 22 clusters Score -1.443512e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162691 members 
Mstep: Class 12 contains 171568 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153811 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197741 members 
Mstep: Class 17 contains 192538 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61354 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351248.000000 Penalty: 72426.367188
Iteration 283Q: 22 clusters Score -1.443512e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162690 members 
Mstep: Class 12 contains 171570 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153810 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197741 members 
Mstep: Class 17 contains 192538 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61355 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351248.000000 Penalty: 72426.367188
Iteration 284Q: 22 clusters Score -1.443512e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162692 members 
Mstep: Class 12 contains 171569 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153811 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197740 members 
Mstep: Class 17 contains 192536 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61356 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351248.000000 Penalty: 72426.367188
Iteration 285Q: 22 clusters Score -1.443512e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162692 members 
Mstep: Class 12 contains 171568 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153815 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197739 members 
Mstep: Class 17 contains 192534 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61356 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351232.000000 Penalty: 72426.367188
Iteration 286Q: 22 clusters Score -1.443512e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162691 members 
Mstep: Class 12 contains 171569 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153817 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197738 members 
Mstep: Class 17 contains 192532 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61356 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351264.000000 Penalty: 72426.367188
Iteration 287Q: 22 clusters Score -1.443513e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162692 members 
Mstep: Class 12 contains 171573 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153815 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197737 members 
Mstep: Class 17 contains 192529 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61357 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351248.000000 Penalty: 72426.367188
Iteration 288Q: 22 clusters Score -1.443512e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162692 members 
Mstep: Class 12 contains 171573 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153815 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197736 members 
Mstep: Class 17 contains 192528 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61359 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351216.000000 Penalty: 72426.367188
Iteration 289Q: 22 clusters Score -1.443512e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38372 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162693 members 
Mstep: Class 12 contains 171573 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153815 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197736 members 
Mstep: Class 17 contains 192528 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61359 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351232.000000 Penalty: 72426.367188
Iteration 290Q: 22 clusters Score -1.443512e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38372 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162694 members 
Mstep: Class 12 contains 171573 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153816 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197736 members 
Mstep: Class 17 contains 192526 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61359 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351200.000000 Penalty: 72426.367188
Iteration 291Q: 22 clusters Score -1.443512e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38372 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162693 members 
Mstep: Class 12 contains 171572 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153817 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197736 members 
Mstep: Class 17 contains 192527 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61359 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351232.000000 Penalty: 72426.367188
Iteration 292Q: 22 clusters Score -1.443512e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38372 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162693 members 
Mstep: Class 12 contains 171572 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153817 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197737 members 
Mstep: Class 17 contains 192526 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61359 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351264.000000 Penalty: 72426.367188
Iteration 293Q: 22 clusters Score -1.443513e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38372 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162693 members 
Mstep: Class 12 contains 171572 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153817 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197737 members 
Mstep: Class 17 contains 192526 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61359 members 
Mstep: Class 21 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351264.000000 Penalty: 72426.367188
Iteration 294F: 22 clusters Score -1.443513e+08 nChanged 0
Entering ConstructFrom: 
Score: -144351264.000000 Penalty: 72426.367188
Entering ConstructFrom: 
Trying to split cluster 1 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -135110.390625 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -135110.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -133123.765625 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -133123.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133455.828125 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -133455.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133571.625000 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -133571.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -133631.468750 Penalty: 3461.194092
	Iteration 3Q: 3 clusters Score -133631.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133680.078125 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -133680.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133744.656250 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -133744.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -133813.765625 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -133813.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -133873.281250 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -133873.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133941.546875 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -133941.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134049.140625 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -134049.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -134219.031250 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -134219 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134559.359375 Penalty: 3461.194092
	Iteration 11F: 3 clusters Score -134559.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -134897.625000 Penalty: 3461.194092
	Iteration 12F: 3 clusters Score -134897.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -135039.843750 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -135039.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -135133.296875 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -135133.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -135217.640625 Penalty: 3461.194092
	Iteration 15Q: 3 clusters Score -135217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -135253.546875 Penalty: 3461.194092
	Iteration 16Q: 3 clusters Score -135253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -135256.109375 Penalty: 3461.194092
	Iteration 17Q: 3 clusters Score -135256.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -135256.109375 Penalty: 3461.194092
	Iteration 18F: 3 clusters Score -135256.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 38372 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 162693 members 
Mstep: Class 12 contains 171572 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 153817 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 197737 members 
Mstep: Class 17 contains 192526 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 66 members 
Mstep: Class 20 contains 61359 members 
Mstep: Class 21 contains 31185 members 
Mstep: Class 22 contains 333 members 
Entering Unmasked Estep 
Score: -144349728.000000 Penalty: 75875.242188
Splitting cluster 1 changes total score from -144351264.000000 to -144349728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (38372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Entering Unmasked Estep 
Score: -5193336.500000 Penalty: 2617.660645
	Iteration 0F: 2 clusters Score -5193336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -5167186.000000 Penalty: 5235.321289
	Iteration 0F: 3 clusters Score -5167186 nChanged 17496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -5177085.500000 Penalty: 5235.321289
	Iteration 1F: 3 clusters Score -5177086 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -5177897.500000 Penalty: 5235.321289
	Iteration 2Q: 3 clusters Score -5177898 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5178878.500000 Penalty: 5235.321289
	Iteration 3Q: 3 clusters Score -5178878 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -5179897.000000 Penalty: 5235.321289
	Iteration 4Q: 3 clusters Score -5179897 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -5180986.500000 Penalty: 5235.321289
	Iteration 5Q: 3 clusters Score -5180986 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -5182044.000000 Penalty: 5235.321289
	Iteration 6Q: 3 clusters Score -5182044 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -5183142.500000 Penalty: 5235.321289
	Iteration 7Q: 3 clusters Score -5183142 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -5184232.500000 Penalty: 5235.321289
	Iteration 8Q: 3 clusters Score -5184232 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -5185275.000000 Penalty: 5235.321289
	Iteration 9Q: 3 clusters Score -5185275 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -5186182.000000 Penalty: 5235.321289
	Iteration 10Q: 3 clusters Score -5186182 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -5186972.000000 Penalty: 5235.321289
	Iteration 11Q: 3 clusters Score -5186972 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -5187611.500000 Penalty: 5235.321289
	Iteration 12Q: 3 clusters Score -5187612 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -5188141.500000 Penalty: 5235.321289
	Iteration 13Q: 3 clusters Score -5188142 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -5188578.000000 Penalty: 5235.321289
	Iteration 14Q: 3 clusters Score -5188578 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -5188903.000000 Penalty: 5235.321289
	Iteration 15Q: 3 clusters Score -5188903 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -5189244.500000 Penalty: 5235.321289
	Iteration 16Q: 3 clusters Score -5189244 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -5189500.000000 Penalty: 5235.321289
	Iteration 17Q: 3 clusters Score -5189500 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -5189731.000000 Penalty: 5235.321289
	Iteration 18Q: 3 clusters Score -5189731 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -5189941.500000 Penalty: 5235.321289
	Iteration 19Q: 3 clusters Score -5189942 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -5190138.000000 Penalty: 5235.321289
	Iteration 20F: 3 clusters Score -5190138 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -5190295.500000 Penalty: 5235.321289
	Iteration 21Q: 3 clusters Score -5190296 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -5190432.000000 Penalty: 5235.321289
	Iteration 22Q: 3 clusters Score -5190432 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -5190532.500000 Penalty: 5235.321289
	Iteration 23Q: 3 clusters Score -5190532 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5190595.500000 Penalty: 5235.321289
	Iteration 24Q: 3 clusters Score -5190596 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -5190668.000000 Penalty: 5235.321289
	Iteration 25Q: 3 clusters Score -5190668 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -5190732.500000 Penalty: 5235.321289
	Iteration 26Q: 3 clusters Score -5190732 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5190787.500000 Penalty: 5235.321289
	Iteration 27Q: 3 clusters Score -5190788 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -5190843.500000 Penalty: 5235.321289
	Iteration 28Q: 3 clusters Score -5190844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -5190875.000000 Penalty: 5235.321289
	Iteration 29Q: 3 clusters Score -5190875 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -5190904.500000 Penalty: 5235.321289
	Iteration 30Q: 3 clusters Score -5190904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -5190923.000000 Penalty: 5235.321289
	Iteration 31Q: 3 clusters Score -5190923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -5190949.500000 Penalty: 5235.321289
	Iteration 32Q: 3 clusters Score -5190950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -5190984.500000 Penalty: 5235.321289
	Iteration 33Q: 3 clusters Score -5190984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5191014.500000 Penalty: 5235.321289
	Iteration 34Q: 3 clusters Score -5191014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -5191030.000000 Penalty: 5235.321289
	Iteration 35Q: 3 clusters Score -5191030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -5191053.500000 Penalty: 5235.321289
	Iteration 36Q: 3 clusters Score -5191054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -5191064.000000 Penalty: 5235.321289
	Iteration 37Q: 3 clusters Score -5191064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -5191085.500000 Penalty: 5235.321289
	Iteration 38Q: 3 clusters Score -5191086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -5191090.500000 Penalty: 5235.321289
	Iteration 39Q: 3 clusters Score -5191090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -5191095.500000 Penalty: 5235.321289
	Iteration 40F: 3 clusters Score -5191096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -5191115.000000 Penalty: 5235.321289
	Iteration 41Q: 3 clusters Score -5191115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -5191119.500000 Penalty: 5235.321289
	Iteration 42Q: 3 clusters Score -5191120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -5191121.000000 Penalty: 5235.321289
	Iteration 43Q: 3 clusters Score -5191121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5191118.500000 Penalty: 5235.321289
	Iteration 44Q: 3 clusters Score -5191118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -5191124.000000 Penalty: 5235.321289
	Iteration 45Q: 3 clusters Score -5191124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -5191120.500000 Penalty: 5235.321289
	Iteration 46Q: 3 clusters Score -5191120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -5191124.000000 Penalty: 5235.321289
	Iteration 47Q: 3 clusters Score -5191124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -5191121.000000 Penalty: 5235.321289
	Iteration 48Q: 3 clusters Score -5191121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -5191127.500000 Penalty: 5235.321289
	Iteration 49Q: 3 clusters Score -5191128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -5191126.000000 Penalty: 5235.321289
	Iteration 50Q: 3 clusters Score -5191126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5191133.000000 Penalty: 5235.321289
	Iteration 51Q: 3 clusters Score -5191133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -5191135.500000 Penalty: 5235.321289
	Iteration 52Q: 3 clusters Score -5191136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -5191138.500000 Penalty: 5235.321289
	Iteration 53Q: 3 clusters Score -5191138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -5191136.000000 Penalty: 5235.321289
	Iteration 54Q: 3 clusters Score -5191136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -5191133.500000 Penalty: 5235.321289
	Iteration 55Q: 3 clusters Score -5191134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -5191131.000000 Penalty: 5235.321289
	Iteration 56Q: 3 clusters Score -5191131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -5191128.000000 Penalty: 5235.321289
	Iteration 57Q: 3 clusters Score -5191128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -5191132.000000 Penalty: 5235.321289
	Iteration 58Q: 3 clusters Score -5191132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -5191137.500000 Penalty: 5235.321289
	Iteration 59Q: 3 clusters Score -5191138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -5191141.500000 Penalty: 5235.321289
	Iteration 60F: 3 clusters Score -5191142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -5191143.000000 Penalty: 5235.321289
	Iteration 61Q: 3 clusters Score -5191143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5191149.500000 Penalty: 5235.321289
	Iteration 62Q: 3 clusters Score -5191150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -5191152.500000 Penalty: 5235.321289
	Iteration 63Q: 3 clusters Score -5191152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -5191157.000000 Penalty: 5235.321289
	Iteration 64Q: 3 clusters Score -5191157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -5191153.500000 Penalty: 5235.321289
	Iteration 65Q: 3 clusters Score -5191154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -5191152.500000 Penalty: 5235.321289
	Iteration 66Q: 3 clusters Score -5191152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -5191158.500000 Penalty: 5235.321289
	Iteration 67Q: 3 clusters Score -5191158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -5191168.000000 Penalty: 5235.321289
	Iteration 68Q: 3 clusters Score -5191168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -5191164.000000 Penalty: 5235.321289
	Iteration 69Q: 3 clusters Score -5191164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -5191163.500000 Penalty: 5235.321289
	Iteration 70Q: 3 clusters Score -5191164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5191167.000000 Penalty: 5235.321289
	Iteration 71Q: 3 clusters Score -5191167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -5191169.500000 Penalty: 5235.321289
	Iteration 72Q: 3 clusters Score -5191170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -5191181.000000 Penalty: 5235.321289
	Iteration 73Q: 3 clusters Score -5191181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -5191184.000000 Penalty: 5235.321289
	Iteration 74Q: 3 clusters Score -5191184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5191184.000000 Penalty: 5235.321289
	Iteration 75Q: 3 clusters Score -5191184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5191184.000000 Penalty: 5235.321289
	Iteration 76Q: 3 clusters Score -5191184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -5191185.500000 Penalty: 5235.321289
	Iteration 77Q: 3 clusters Score -5191186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -5191181.000000 Penalty: 5235.321289
	Iteration 78Q: 3 clusters Score -5191181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -5191181.000000 Penalty: 5235.321289
	Iteration 79F: 3 clusters Score -5191181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -202728.875000 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -202728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -200517.000000 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -200517 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -201088.625000 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -201088.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -201512.453125 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -201512.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -201876.328125 Penalty: 3667.973389
	Iteration 3F: 3 clusters Score -201876.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -202231.500000 Penalty: 3667.973389
	Iteration 4F: 3 clusters Score -202231.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202487.562500 Penalty: 3667.973389
	Iteration 5F: 3 clusters Score -202487.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -202602.328125 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -202602.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -202634.390625 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -202634.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -202644.812500 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -202644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -202653.140625 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -202653.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202657.984375 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -202658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -202665.703125 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -202665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -202673.781250 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -202673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -202683.218750 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -202683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -202687.171875 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -202687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -202688.843750 Penalty: 3667.973389
	Iteration 15Q: 3 clusters Score -202688.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -202688.843750 Penalty: 3667.973389
	Iteration 16F: 3 clusters Score -202688.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -303235.812500 Penalty: 1915.333862
	Iteration 0F: 2 clusters Score -303235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -300430.781250 Penalty: 3830.667725
	Iteration 0F: 3 clusters Score -300430.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -300962.468750 Penalty: 3830.667725
	Iteration 1F: 3 clusters Score -300962.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -301114.187500 Penalty: 3830.667725
	Iteration 2F: 3 clusters Score -301114.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -301205.468750 Penalty: 3830.667725
	Iteration 3F: 3 clusters Score -301205.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -301262.968750 Penalty: 3830.667725
	Iteration 4Q: 3 clusters Score -301263 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -301309.218750 Penalty: 3830.667725
	Iteration 5Q: 3 clusters Score -301309.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -301344.093750 Penalty: 3830.667725
	Iteration 6Q: 3 clusters Score -301344.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -301375.406250 Penalty: 3830.667725
	Iteration 7Q: 3 clusters Score -301375.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -301398.375000 Penalty: 3830.667725
	Iteration 8Q: 3 clusters Score -301398.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -301418.968750 Penalty: 3830.667725
	Iteration 9Q: 3 clusters Score -301419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -301433.750000 Penalty: 3830.667725
	Iteration 10Q: 3 clusters Score -301433.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -301440.968750 Penalty: 3830.667725
	Iteration 11Q: 3 clusters Score -301441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -301455.468750 Penalty: 3830.667725
	Iteration 12Q: 3 clusters Score -301455.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -301470.593750 Penalty: 3830.667725
	Iteration 13Q: 3 clusters Score -301470.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -301482.750000 Penalty: 3830.667725
	Iteration 14Q: 3 clusters Score -301482.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -301498.250000 Penalty: 3830.667725
	Iteration 15Q: 3 clusters Score -301498.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -301509.531250 Penalty: 3830.667725
	Iteration 16Q: 3 clusters Score -301509.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -301523.468750 Penalty: 3830.667725
	Iteration 17Q: 3 clusters Score -301523.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -301539.843750 Penalty: 3830.667725
	Iteration 18Q: 3 clusters Score -301539.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -301559.656250 Penalty: 3830.667725
	Iteration 19Q: 3 clusters Score -301559.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -301577.250000 Penalty: 3830.667725
	Iteration 20F: 3 clusters Score -301577.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -301591.906250 Penalty: 3830.667725
	Iteration 21Q: 3 clusters Score -301591.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -301610.718750 Penalty: 3830.667725
	Iteration 22Q: 3 clusters Score -301610.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -301631.562500 Penalty: 3830.667725
	Iteration 23Q: 3 clusters Score -301631.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -301650.281250 Penalty: 3830.667725
	Iteration 24Q: 3 clusters Score -301650.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -301663.125000 Penalty: 3830.667725
	Iteration 25Q: 3 clusters Score -301663.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -301679.156250 Penalty: 3830.667725
	Iteration 26Q: 3 clusters Score -301679.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -301690.437500 Penalty: 3830.667725
	Iteration 27Q: 3 clusters Score -301690.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -301700.156250 Penalty: 3830.667725
	Iteration 28Q: 3 clusters Score -301700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -301703.500000 Penalty: 3830.667725
	Iteration 29Q: 3 clusters Score -301703.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -301709.250000 Penalty: 3830.667725
	Iteration 30Q: 3 clusters Score -301709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -301714.531250 Penalty: 3830.667725
	Iteration 31Q: 3 clusters Score -301714.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -301723.062500 Penalty: 3830.667725
	Iteration 32Q: 3 clusters Score -301723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -301726.750000 Penalty: 3830.667725
	Iteration 33Q: 3 clusters Score -301726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -301733.187500 Penalty: 3830.667725
	Iteration 34Q: 3 clusters Score -301733.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -301736.031250 Penalty: 3830.667725
	Iteration 35Q: 3 clusters Score -301736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -301736.031250 Penalty: 3830.667725
	Iteration 36F: 3 clusters Score -301736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -58908.886719 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -58908.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57547.890625 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -57547.89 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57940.207031 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -57940.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -58297.984375 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -58297.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -58441.828125 Penalty: 3070.396484
	Iteration 3F: 3 clusters Score -58441.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -58586.101562 Penalty: 3070.396484
	Iteration 4F: 3 clusters Score -58586.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -58670.042969 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -58670.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -58709.359375 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -58709.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -58716.707031 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -58716.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -58716.707031 Penalty: 3070.396484
	Iteration 8F: 3 clusters Score -58716.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Entering Unmasked Estep 
Score: -5942432.500000 Penalty: 2660.482178
	Iteration 0F: 2 clusters Score -5942432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -5911491.000000 Penalty: 5320.964355
	Iteration 0F: 3 clusters Score -5911491 nChanged 21083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -5923146.500000 Penalty: 5320.964355
	Iteration 1F: 3 clusters Score -5923146 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -5923867.500000 Penalty: 5320.964355
	Iteration 2Q: 3 clusters Score -5923868 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -5924875.000000 Penalty: 5320.964355
	Iteration 3F: 3 clusters Score -5924875 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -5926349.500000 Penalty: 5320.964355
	Iteration 4F: 3 clusters Score -5926350 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -5928319.500000 Penalty: 5320.964355
	Iteration 5F: 3 clusters Score -5928320 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -5930884.000000 Penalty: 5320.964355
	Iteration 6F: 3 clusters Score -5930884 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -5933670.000000 Penalty: 5320.964355
	Iteration 7F: 3 clusters Score -5933670 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5936219.000000 Penalty: 5320.964355
	Iteration 8F: 3 clusters Score -5936219 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -5938175.000000 Penalty: 5320.964355
	Iteration 9Q: 3 clusters Score -5938175 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -5939310.500000 Penalty: 5320.964355
	Iteration 10Q: 3 clusters Score -5939310 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -5939759.000000 Penalty: 5320.964355
	Iteration 11Q: 3 clusters Score -5939759 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -5939946.000000 Penalty: 5320.964355
	Iteration 12Q: 3 clusters Score -5939946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -5940032.000000 Penalty: 5320.964355
	Iteration 13Q: 3 clusters Score -5940032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -5940090.000000 Penalty: 5320.964355
	Iteration 14Q: 3 clusters Score -5940090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -5940115.000000 Penalty: 5320.964355
	Iteration 15Q: 3 clusters Score -5940115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -5940136.000000 Penalty: 5320.964355
	Iteration 16Q: 3 clusters Score -5940136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -5940149.000000 Penalty: 5320.964355
	Iteration 17Q: 3 clusters Score -5940149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -5940149.500000 Penalty: 5320.964355
	Iteration 18Q: 3 clusters Score -5940150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -5940160.000000 Penalty: 5320.964355
	Iteration 19Q: 3 clusters Score -5940160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -5940177.000000 Penalty: 5320.964355
	Iteration 20F: 3 clusters Score -5940177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -5940189.000000 Penalty: 5320.964355
	Iteration 21Q: 3 clusters Score -5940189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -5940198.500000 Penalty: 5320.964355
	Iteration 22Q: 3 clusters Score -5940198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -5940197.000000 Penalty: 5320.964355
	Iteration 23Q: 3 clusters Score -5940197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -5940202.500000 Penalty: 5320.964355
	Iteration 24Q: 3 clusters Score -5940202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -5940205.500000 Penalty: 5320.964355
	Iteration 25Q: 3 clusters Score -5940206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -5940209.000000 Penalty: 5320.964355
	Iteration 26Q: 3 clusters Score -5940209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -5940213.000000 Penalty: 5320.964355
	Iteration 27Q: 3 clusters Score -5940213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -5940218.000000 Penalty: 5320.964355
	Iteration 28Q: 3 clusters Score -5940218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -5940213.000000 Penalty: 5320.964355
	Iteration 29Q: 3 clusters Score -5940213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -5940214.500000 Penalty: 5320.964355
	Iteration 30Q: 3 clusters Score -5940214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -5940214.500000 Penalty: 5320.964355
	Iteration 31F: 3 clusters Score -5940214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Entering Unmasked Estep 
Score: -2360976.750000 Penalty: 2434.738281
	Iteration 0F: 2 clusters Score -2360977 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 9226 members 
Entering Unmasked Estep 
Score: -2348044.750000 Penalty: 4869.476562
	Iteration 0F: 3 clusters Score -2348045 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2352238.250000 Penalty: 4869.476562
	Iteration 1F: 3 clusters Score -2352238 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2352632.000000 Penalty: 4869.476562
	Iteration 2F: 3 clusters Score -2352632 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2352952.500000 Penalty: 4869.476562
	Iteration 3Q: 3 clusters Score -2352952 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2353221.500000 Penalty: 4869.476562
	Iteration 4Q: 3 clusters Score -2353222 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2353455.250000 Penalty: 4869.476562
	Iteration 5Q: 3 clusters Score -2353455 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2353686.000000 Penalty: 4869.476562
	Iteration 6Q: 3 clusters Score -2353686 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2353957.750000 Penalty: 4869.476562
	Iteration 7Q: 3 clusters Score -2353958 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2354295.750000 Penalty: 4869.476562
	Iteration 8Q: 3 clusters Score -2354296 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2354711.750000 Penalty: 4869.476562
	Iteration 9Q: 3 clusters Score -2354712 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2355182.500000 Penalty: 4869.476562
	Iteration 10Q: 3 clusters Score -2355182 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2355667.000000 Penalty: 4869.476562
	Iteration 11Q: 3 clusters Score -2355667 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2356049.000000 Penalty: 4869.476562
	Iteration 12Q: 3 clusters Score -2356049 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2356360.000000 Penalty: 4869.476562
	Iteration 13Q: 3 clusters Score -2356360 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2356645.250000 Penalty: 4869.476562
	Iteration 14Q: 3 clusters Score -2356645 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2356869.250000 Penalty: 4869.476562
	Iteration 15Q: 3 clusters Score -2356869 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2357064.250000 Penalty: 4869.476562
	Iteration 16Q: 3 clusters Score -2357064 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2357253.250000 Penalty: 4869.476562
	Iteration 17Q: 3 clusters Score -2357253 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2357425.750000 Penalty: 4869.476562
	Iteration 18Q: 3 clusters Score -2357426 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2357594.750000 Penalty: 4869.476562
	Iteration 19Q: 3 clusters Score -2357595 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2357756.500000 Penalty: 4869.476562
	Iteration 20F: 3 clusters Score -2357756 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2357953.750000 Penalty: 4869.476562
	Iteration 21Q: 3 clusters Score -2357954 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2358159.000000 Penalty: 4869.476562
	Iteration 22Q: 3 clusters Score -2358159 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2358369.000000 Penalty: 4869.476562
	Iteration 23Q: 3 clusters Score -2358369 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2358600.500000 Penalty: 4869.476562
	Iteration 24Q: 3 clusters Score -2358600 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2358840.000000 Penalty: 4869.476562
	Iteration 25Q: 3 clusters Score -2358840 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2359050.750000 Penalty: 4869.476562
	Iteration 26Q: 3 clusters Score -2359051 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2359235.500000 Penalty: 4869.476562
	Iteration 27Q: 3 clusters Score -2359236 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2359418.750000 Penalty: 4869.476562
	Iteration 28Q: 3 clusters Score -2359419 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2359557.750000 Penalty: 4869.476562
	Iteration 29Q: 3 clusters Score -2359558 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2359710.500000 Penalty: 4869.476562
	Iteration 30Q: 3 clusters Score -2359710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2359826.250000 Penalty: 4869.476562
	Iteration 31Q: 3 clusters Score -2359826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2359941.250000 Penalty: 4869.476562
	Iteration 32Q: 3 clusters Score -2359941 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2360041.500000 Penalty: 4869.476562
	Iteration 33Q: 3 clusters Score -2360042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2360140.750000 Penalty: 4869.476562
	Iteration 34Q: 3 clusters Score -2360141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2360200.000000 Penalty: 4869.476562
	Iteration 35Q: 3 clusters Score -2360200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2360238.500000 Penalty: 4869.476562
	Iteration 36Q: 3 clusters Score -2360238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2360263.000000 Penalty: 4869.476562
	Iteration 37Q: 3 clusters Score -2360263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2360297.500000 Penalty: 4869.476562
	Iteration 38Q: 3 clusters Score -2360298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2360330.500000 Penalty: 4869.476562
	Iteration 39Q: 3 clusters Score -2360330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2360348.250000 Penalty: 4869.476562
	Iteration 40F: 3 clusters Score -2360348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2360360.250000 Penalty: 4869.476562
	Iteration 41Q: 3 clusters Score -2360360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2360363.500000 Penalty: 4869.476562
	Iteration 42Q: 3 clusters Score -2360364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2360367.000000 Penalty: 4869.476562
	Iteration 43Q: 3 clusters Score -2360367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2360371.000000 Penalty: 4869.476562
	Iteration 44Q: 3 clusters Score -2360371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2360373.750000 Penalty: 4869.476562
	Iteration 45Q: 3 clusters Score -2360374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2360376.250000 Penalty: 4869.476562
	Iteration 46Q: 3 clusters Score -2360376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2360376.250000 Penalty: 4869.476562
	Iteration 47F: 3 clusters Score -2360376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Entering Unmasked Estep 
Score: -573362.562500 Penalty: 2077.783936
	Iteration 0F: 2 clusters Score -573362.6 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 2111 members 
Entering Unmasked Estep 
Score: -569284.062500 Penalty: 4155.567871
	Iteration 0F: 3 clusters Score -569284.1 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -570325.312500 Penalty: 4155.567871
	Iteration 1F: 3 clusters Score -570325.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -570543.250000 Penalty: 4155.567871
	Iteration 2F: 3 clusters Score -570543.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -570669.312500 Penalty: 4155.567871
	Iteration 3Q: 3 clusters Score -570669.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -570775.500000 Penalty: 4155.567871
	Iteration 4Q: 3 clusters Score -570775.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -570858.937500 Penalty: 4155.567871
	Iteration 5Q: 3 clusters Score -570858.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -570929.687500 Penalty: 4155.567871
	Iteration 6Q: 3 clusters Score -570929.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -570987.250000 Penalty: 4155.567871
	Iteration 7Q: 3 clusters Score -570987.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -571054.000000 Penalty: 4155.567871
	Iteration 8Q: 3 clusters Score -571054 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -571114.312500 Penalty: 4155.567871
	Iteration 9Q: 3 clusters Score -571114.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -571177.750000 Penalty: 4155.567871
	Iteration 10Q: 3 clusters Score -571177.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -571224.687500 Penalty: 4155.567871
	Iteration 11Q: 3 clusters Score -571224.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -571267.562500 Penalty: 4155.567871
	Iteration 12Q: 3 clusters Score -571267.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -571298.375000 Penalty: 4155.567871
	Iteration 13Q: 3 clusters Score -571298.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -571321.375000 Penalty: 4155.567871
	Iteration 14Q: 3 clusters Score -571321.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -571339.375000 Penalty: 4155.567871
	Iteration 15Q: 3 clusters Score -571339.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -571359.562500 Penalty: 4155.567871
	Iteration 16Q: 3 clusters Score -571359.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -571376.687500 Penalty: 4155.567871
	Iteration 17Q: 3 clusters Score -571376.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -571391.000000 Penalty: 4155.567871
	Iteration 18Q: 3 clusters Score -571391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -571405.937500 Penalty: 4155.567871
	Iteration 19Q: 3 clusters Score -571405.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -571420.312500 Penalty: 4155.567871
	Iteration 20F: 3 clusters Score -571420.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -571432.312500 Penalty: 4155.567871
	Iteration 21Q: 3 clusters Score -571432.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -571442.375000 Penalty: 4155.567871
	Iteration 22Q: 3 clusters Score -571442.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -571451.812500 Penalty: 4155.567871
	Iteration 23Q: 3 clusters Score -571451.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -571459.375000 Penalty: 4155.567871
	Iteration 24Q: 3 clusters Score -571459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -571462.312500 Penalty: 4155.567871
	Iteration 25Q: 3 clusters Score -571462.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -571463.500000 Penalty: 4155.567871
	Iteration 26Q: 3 clusters Score -571463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -571463.562500 Penalty: 4155.567871
	Iteration 27Q: 3 clusters Score -571463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -571463.875000 Penalty: 4155.567871
	Iteration 28Q: 3 clusters Score -571463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -571463.875000 Penalty: 4155.567871
	Iteration 29F: 3 clusters Score -571463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -403243.500000 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -403243.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -399852.375000 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -399852.4 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -400510.656250 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -400510.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -400678.281250 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -400678.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -400816.218750 Penalty: 3996.301758
	Iteration 3Q: 3 clusters Score -400816.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -400915.156250 Penalty: 3996.301758
	Iteration 4Q: 3 clusters Score -400915.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -400994.156250 Penalty: 3996.301758
	Iteration 5Q: 3 clusters Score -400994.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -401063.843750 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -401063.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -401128.656250 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -401128.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -401190.906250 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -401190.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -401259.968750 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -401260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -401315.125000 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -401315.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -401371.500000 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -401371.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -401417.187500 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -401417.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -401467.218750 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -401467.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -401508.906250 Penalty: 3996.301758
	Iteration 14Q: 3 clusters Score -401508.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -401537.968750 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -401538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -401567.156250 Penalty: 3996.301758
	Iteration 16Q: 3 clusters Score -401567.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -401603.906250 Penalty: 3996.301758
	Iteration 17Q: 3 clusters Score -401603.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -401635.031250 Penalty: 3996.301758
	Iteration 18Q: 3 clusters Score -401635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -401658.937500 Penalty: 3996.301758
	Iteration 19Q: 3 clusters Score -401658.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -401680.500000 Penalty: 3996.301758
	Iteration 20F: 3 clusters Score -401680.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -401701.562500 Penalty: 3996.301758
	Iteration 21Q: 3 clusters Score -401701.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -401718.937500 Penalty: 3996.301758
	Iteration 22Q: 3 clusters Score -401718.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -401730.250000 Penalty: 3996.301758
	Iteration 23Q: 3 clusters Score -401730.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -401742.250000 Penalty: 3996.301758
	Iteration 24Q: 3 clusters Score -401742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -401749.218750 Penalty: 3996.301758
	Iteration 25Q: 3 clusters Score -401749.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -401756.468750 Penalty: 3996.301758
	Iteration 26Q: 3 clusters Score -401756.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -401766.843750 Penalty: 3996.301758
	Iteration 27Q: 3 clusters Score -401766.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -401781.312500 Penalty: 3996.301758
	Iteration 28Q: 3 clusters Score -401781.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -401795.875000 Penalty: 3996.301758
	Iteration 29Q: 3 clusters Score -401795.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -401805.281250 Penalty: 3996.301758
	Iteration 30Q: 3 clusters Score -401805.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -401813.750000 Penalty: 3996.301758
	Iteration 31Q: 3 clusters Score -401813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -401815.312500 Penalty: 3996.301758
	Iteration 32Q: 3 clusters Score -401815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -401816.437500 Penalty: 3996.301758
	Iteration 33Q: 3 clusters Score -401816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -401818.000000 Penalty: 3996.301758
	Iteration 34Q: 3 clusters Score -401818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -401819.062500 Penalty: 3996.301758
	Iteration 35Q: 3 clusters Score -401819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -401820.281250 Penalty: 3996.301758
	Iteration 36Q: 3 clusters Score -401820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -401821.250000 Penalty: 3996.301758
	Iteration 37Q: 3 clusters Score -401821.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -401821.937500 Penalty: 3996.301758
	Iteration 38Q: 3 clusters Score -401821.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -401821.937500 Penalty: 3996.301758
	Iteration 39F: 3 clusters Score -401821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -104941.507812 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -104941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103133.992188 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103134 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103373.328125 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103373.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103462.921875 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103462.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103541.218750 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -103541.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103584.000000 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -103584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103612.546875 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -103612.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103630.640625 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -103630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103642.968750 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -103643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -103648.976562 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -103649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -103652.492188 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -103652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -103657.835938 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -103657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103660.460938 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -103660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103663.234375 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -103663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103663.531250 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -103663.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103663.531250 Penalty: 3343.883545
	Iteration 14F: 3 clusters Score -103663.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (162693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162693 members 
Entering Unmasked Estep 
Score: -21832950.000000 Penalty: 2975.905762
	Iteration 0F: 2 clusters Score -2.183295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -21724776.000000 Penalty: 5951.811523
	Iteration 0F: 3 clusters Score -2.172478e+07 nChanged 77884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 84275 members 
Entering Unmasked Estep 
Score: -21770264.000000 Penalty: 5951.811523
	Iteration 1F: 3 clusters Score -2.177026e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -21771462.000000 Penalty: 5951.811523
	Iteration 2Q: 3 clusters Score -2.177146e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -21772870.000000 Penalty: 5951.811523
	Iteration 3Q: 3 clusters Score -2.177287e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 92845 members 
Entering Unmasked Estep 
Score: -21774976.000000 Penalty: 5951.811523
	Iteration 4Q: 3 clusters Score -2.177498e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -21778484.000000 Penalty: 5951.811523
	Iteration 5Q: 3 clusters Score -2.177848e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -21784152.000000 Penalty: 5951.811523
	Iteration 6F: 3 clusters Score -2.178415e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 118214 members 
Entering Unmasked Estep 
Score: -21793224.000000 Penalty: 5951.811523
	Iteration 7F: 3 clusters Score -2.179322e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 130478 members 
Entering Unmasked Estep 
Score: -21804542.000000 Penalty: 5951.811523
	Iteration 8F: 3 clusters Score -2.180454e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 141694 members 
Entering Unmasked Estep 
Score: -21815646.000000 Penalty: 5951.811523
	Iteration 9F: 3 clusters Score -2.181565e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 149584 members 
Entering Unmasked Estep 
Score: -21822944.000000 Penalty: 5951.811523
	Iteration 10F: 3 clusters Score -2.182294e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 154064 members 
Entering Unmasked Estep 
Score: -21826918.000000 Penalty: 5951.811523
	Iteration 11Q: 3 clusters Score -2.182692e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
Score: -21828820.000000 Penalty: 5951.811523
	Iteration 12Q: 3 clusters Score -2.182882e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 157446 members 
Entering Unmasked Estep 
Score: -21829810.000000 Penalty: 5951.811523
	Iteration 13Q: 3 clusters Score -2.182981e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -21830262.000000 Penalty: 5951.811523
	Iteration 14Q: 3 clusters Score -2.183026e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 158605 members 
Entering Unmasked Estep 
Score: -21830564.000000 Penalty: 5951.811523
	Iteration 15Q: 3 clusters Score -2.183056e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 158929 members 
Entering Unmasked Estep 
Score: -21830674.000000 Penalty: 5951.811523
	Iteration 16Q: 3 clusters Score -2.183067e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 159176 members 
Entering Unmasked Estep 
Score: -21830780.000000 Penalty: 5951.811523
	Iteration 17Q: 3 clusters Score -2.183078e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -21830836.000000 Penalty: 5951.811523
	Iteration 18Q: 3 clusters Score -2.183084e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 159567 members 
Entering Unmasked Estep 
Score: -21830858.000000 Penalty: 5951.811523
	Iteration 19Q: 3 clusters Score -2.183086e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -21830864.000000 Penalty: 5951.811523
	Iteration 20F: 3 clusters Score -2.183086e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 159815 members 
Entering Unmasked Estep 
Score: -21830878.000000 Penalty: 5951.811523
	Iteration 21Q: 3 clusters Score -2.183088e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 159900 members 
Entering Unmasked Estep 
Score: -21830922.000000 Penalty: 5951.811523
	Iteration 22Q: 3 clusters Score -2.183092e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 159967 members 
Entering Unmasked Estep 
Score: -21830942.000000 Penalty: 5951.811523
	Iteration 23Q: 3 clusters Score -2.183094e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 160024 members 
Entering Unmasked Estep 
Score: -21830912.000000 Penalty: 5951.811523
	Iteration 24Q: 3 clusters Score -2.183091e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 160079 members 
Entering Unmasked Estep 
Score: -21830930.000000 Penalty: 5951.811523
	Iteration 25Q: 3 clusters Score -2.183093e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 160123 members 
Entering Unmasked Estep 
Score: -21830946.000000 Penalty: 5951.811523
	Iteration 26Q: 3 clusters Score -2.183095e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 160171 members 
Entering Unmasked Estep 
Score: -21830954.000000 Penalty: 5951.811523
	Iteration 27Q: 3 clusters Score -2.183095e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 160208 members 
Entering Unmasked Estep 
Score: -21830942.000000 Penalty: 5951.811523
	Iteration 28Q: 3 clusters Score -2.183094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 160242 members 
Entering Unmasked Estep 
Score: -21830940.000000 Penalty: 5951.811523
	Iteration 29Q: 3 clusters Score -2.183094e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 160277 members 
Entering Unmasked Estep 
Score: -21830938.000000 Penalty: 5951.811523
	Iteration 30Q: 3 clusters Score -2.183094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 160301 members 
Entering Unmasked Estep 
Score: -21830934.000000 Penalty: 5951.811523
	Iteration 31Q: 3 clusters Score -2.183093e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -21830936.000000 Penalty: 5951.811523
	Iteration 32Q: 3 clusters Score -2.183094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 160352 members 
Entering Unmasked Estep 
Score: -21830930.000000 Penalty: 5951.811523
	Iteration 33Q: 3 clusters Score -2.183093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 160372 members 
Entering Unmasked Estep 
Score: -21830912.000000 Penalty: 5951.811523
	Iteration 34Q: 3 clusters Score -2.183091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 160391 members 
Entering Unmasked Estep 
Score: -21830906.000000 Penalty: 5951.811523
	Iteration 35Q: 3 clusters Score -2.183091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 160405 members 
Entering Unmasked Estep 
Score: -21830906.000000 Penalty: 5951.811523
	Iteration 36Q: 3 clusters Score -2.183091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 160414 members 
Entering Unmasked Estep 
Score: -21830918.000000 Penalty: 5951.811523
	Iteration 37Q: 3 clusters Score -2.183092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 160425 members 
Entering Unmasked Estep 
Score: -21830940.000000 Penalty: 5951.811523
	Iteration 38Q: 3 clusters Score -2.183094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 160435 members 
Entering Unmasked Estep 
Score: -21830922.000000 Penalty: 5951.811523
	Iteration 39Q: 3 clusters Score -2.183092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 160445 members 
Entering Unmasked Estep 
Score: -21830922.000000 Penalty: 5951.811523
	Iteration 40F: 3 clusters Score -2.183092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 160454 members 
Entering Unmasked Estep 
Score: -21830902.000000 Penalty: 5951.811523
	Iteration 41Q: 3 clusters Score -2.18309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -21830930.000000 Penalty: 5951.811523
	Iteration 42Q: 3 clusters Score -2.183093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 160471 members 
Entering Unmasked Estep 
Score: -21830968.000000 Penalty: 5951.811523
	Iteration 43Q: 3 clusters Score -2.183097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 160476 members 
Entering Unmasked Estep 
Score: -21830968.000000 Penalty: 5951.811523
	Iteration 44Q: 3 clusters Score -2.183097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 160479 members 
Entering Unmasked Estep 
Score: -21830954.000000 Penalty: 5951.811523
	Iteration 45Q: 3 clusters Score -2.183095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 160478 members 
Entering Unmasked Estep 
Score: -21830950.000000 Penalty: 5951.811523
	Iteration 46Q: 3 clusters Score -2.183095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 160478 members 
Entering Unmasked Estep 
Score: -21830950.000000 Penalty: 5951.811523
	Iteration 47F: 3 clusters Score -2.183095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171572 members 
Entering Unmasked Estep 
Score: -23149880.000000 Penalty: 2989.083984
	Iteration 0F: 2 clusters Score -2.314988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -23038268.000000 Penalty: 5978.167969
	Iteration 0F: 3 clusters Score -2.303827e+07 nChanged 82251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87968 members 
Mstep: Class 2 contains 83604 members 
Entering Unmasked Estep 
Score: -23086426.000000 Penalty: 5978.167969
	Iteration 1F: 3 clusters Score -2.308643e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -23087808.000000 Penalty: 5978.167969
	Iteration 2Q: 3 clusters Score -2.308781e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92916 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -23089758.000000 Penalty: 5978.167969
	Iteration 3Q: 3 clusters Score -2.308976e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -23093072.000000 Penalty: 5978.167969
	Iteration 4Q: 3 clusters Score -2.309307e+07 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104101 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -23098206.000000 Penalty: 5978.167969
	Iteration 5F: 3 clusters Score -2.309821e+07 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112692 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -23105498.000000 Penalty: 5978.167969
	Iteration 6F: 3 clusters Score -2.31055e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122424 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -23114358.000000 Penalty: 5978.167969
	Iteration 7F: 3 clusters Score -2.311436e+07 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132245 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -23123392.000000 Penalty: 5978.167969
	Iteration 8F: 3 clusters Score -2.312339e+07 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140959 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -23131210.000000 Penalty: 5978.167969
	Iteration 9F: 3 clusters Score -2.313121e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147532 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -23137266.000000 Penalty: 5978.167969
	Iteration 10Q: 3 clusters Score -2.313727e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -23141276.000000 Penalty: 5978.167969
	Iteration 11Q: 3 clusters Score -2.314128e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155038 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -23143630.000000 Penalty: 5978.167969
	Iteration 12Q: 3 clusters Score -2.314363e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157005 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -23145086.000000 Penalty: 5978.167969
	Iteration 13Q: 3 clusters Score -2.314509e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158595 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -23145848.000000 Penalty: 5978.167969
	Iteration 14Q: 3 clusters Score -2.314585e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160046 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -23146362.000000 Penalty: 5978.167969
	Iteration 15Q: 3 clusters Score -2.314636e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161421 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -23146848.000000 Penalty: 5978.167969
	Iteration 16Q: 3 clusters Score -2.314685e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162703 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -23147120.000000 Penalty: 5978.167969
	Iteration 17Q: 3 clusters Score -2.314712e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163852 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -23147330.000000 Penalty: 5978.167969
	Iteration 18Q: 3 clusters Score -2.314733e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164854 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -23147574.000000 Penalty: 5978.167969
	Iteration 19Q: 3 clusters Score -2.314757e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165712 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -23147770.000000 Penalty: 5978.167969
	Iteration 20F: 3 clusters Score -2.314777e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166452 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -23147842.000000 Penalty: 5978.167969
	Iteration 21Q: 3 clusters Score -2.314784e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167096 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -23147922.000000 Penalty: 5978.167969
	Iteration 22Q: 3 clusters Score -2.314792e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167677 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -23147842.000000 Penalty: 5978.167969
	Iteration 23Q: 3 clusters Score -2.314784e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168130 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -23147854.000000 Penalty: 5978.167969
	Iteration 24Q: 3 clusters Score -2.314785e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168512 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -23147918.000000 Penalty: 5978.167969
	Iteration 25Q: 3 clusters Score -2.314792e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168823 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -23147918.000000 Penalty: 5978.167969
	Iteration 26Q: 3 clusters Score -2.314792e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169055 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -23147826.000000 Penalty: 5978.167969
	Iteration 27Q: 3 clusters Score -2.314783e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169263 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -23147838.000000 Penalty: 5978.167969
	Iteration 28Q: 3 clusters Score -2.314784e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169448 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -23147824.000000 Penalty: 5978.167969
	Iteration 29Q: 3 clusters Score -2.314782e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169578 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -23147832.000000 Penalty: 5978.167969
	Iteration 30Q: 3 clusters Score -2.314783e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169705 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -23147804.000000 Penalty: 5978.167969
	Iteration 31Q: 3 clusters Score -2.31478e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169801 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -23147812.000000 Penalty: 5978.167969
	Iteration 32Q: 3 clusters Score -2.314781e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169885 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -23147842.000000 Penalty: 5978.167969
	Iteration 33Q: 3 clusters Score -2.314784e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169964 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -23147820.000000 Penalty: 5978.167969
	Iteration 34Q: 3 clusters Score -2.314782e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170039 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -23147840.000000 Penalty: 5978.167969
	Iteration 35Q: 3 clusters Score -2.314784e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170092 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -23147850.000000 Penalty: 5978.167969
	Iteration 36Q: 3 clusters Score -2.314785e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170140 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -23147866.000000 Penalty: 5978.167969
	Iteration 37Q: 3 clusters Score -2.314787e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -23147870.000000 Penalty: 5978.167969
	Iteration 38Q: 3 clusters Score -2.314787e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170220 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -23147856.000000 Penalty: 5978.167969
	Iteration 39Q: 3 clusters Score -2.314786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170247 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -23147826.000000 Penalty: 5978.167969
	Iteration 40F: 3 clusters Score -2.314783e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170278 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -23147848.000000 Penalty: 5978.167969
	Iteration 41Q: 3 clusters Score -2.314785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170295 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -23147838.000000 Penalty: 5978.167969
	Iteration 42Q: 3 clusters Score -2.314784e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170314 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -23147820.000000 Penalty: 5978.167969
	Iteration 43Q: 3 clusters Score -2.314782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170327 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -23147824.000000 Penalty: 5978.167969
	Iteration 44Q: 3 clusters Score -2.314782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170336 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -23147806.000000 Penalty: 5978.167969
	Iteration 45Q: 3 clusters Score -2.314781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170344 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -23147812.000000 Penalty: 5978.167969
	Iteration 46Q: 3 clusters Score -2.314781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170357 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -23147798.000000 Penalty: 5978.167969
	Iteration 47Q: 3 clusters Score -2.31478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170371 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -23147790.000000 Penalty: 5978.167969
	Iteration 48Q: 3 clusters Score -2.314779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170381 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -23147806.000000 Penalty: 5978.167969
	Iteration 49Q: 3 clusters Score -2.314781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170395 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -23147794.000000 Penalty: 5978.167969
	Iteration 50Q: 3 clusters Score -2.314779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170406 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23147812.000000 Penalty: 5978.167969
	Iteration 51Q: 3 clusters Score -2.314781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170420 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -23147806.000000 Penalty: 5978.167969
	Iteration 52Q: 3 clusters Score -2.314781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170427 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -23147816.000000 Penalty: 5978.167969
	Iteration 53Q: 3 clusters Score -2.314782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170436 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -23147812.000000 Penalty: 5978.167969
	Iteration 54Q: 3 clusters Score -2.314781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170439 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -23147802.000000 Penalty: 5978.167969
	Iteration 55Q: 3 clusters Score -2.31478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170442 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -23147794.000000 Penalty: 5978.167969
	Iteration 56Q: 3 clusters Score -2.314779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170444 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -23147800.000000 Penalty: 5978.167969
	Iteration 57Q: 3 clusters Score -2.31478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170446 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23147804.000000 Penalty: 5978.167969
	Iteration 58Q: 3 clusters Score -2.31478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170449 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -23147802.000000 Penalty: 5978.167969
	Iteration 59Q: 3 clusters Score -2.31478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170454 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -23147788.000000 Penalty: 5978.167969
	Iteration 60F: 3 clusters Score -2.314779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -23147790.000000 Penalty: 5978.167969
	Iteration 61Q: 3 clusters Score -2.314779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -23147792.000000 Penalty: 5978.167969
	Iteration 62Q: 3 clusters Score -2.314779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170461 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -23147800.000000 Penalty: 5978.167969
	Iteration 63Q: 3 clusters Score -2.31478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170465 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -23147786.000000 Penalty: 5978.167969
	Iteration 64Q: 3 clusters Score -2.314779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170469 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23147778.000000 Penalty: 5978.167969
	Iteration 65Q: 3 clusters Score -2.314778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170473 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -23147776.000000 Penalty: 5978.167969
	Iteration 66Q: 3 clusters Score -2.314778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170474 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -23147792.000000 Penalty: 5978.167969
	Iteration 67Q: 3 clusters Score -2.314779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170473 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -23147792.000000 Penalty: 5978.167969
	Iteration 68Q: 3 clusters Score -2.314779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170473 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -23147792.000000 Penalty: 5978.167969
	Iteration 69F: 3 clusters Score -2.314779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Entering Unmasked Estep 
Score: -857354.875000 Penalty: 2170.601074
	Iteration 0F: 2 clusters Score -857354.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -852017.125000 Penalty: 4341.202148
	Iteration 0F: 3 clusters Score -852017.1 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -853472.375000 Penalty: 4341.202148
	Iteration 1F: 3 clusters Score -853472.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -853798.812500 Penalty: 4341.202148
	Iteration 2F: 3 clusters Score -853798.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -854042.000000 Penalty: 4341.202148
	Iteration 3F: 3 clusters Score -854042 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -854269.812500 Penalty: 4341.202148
	Iteration 4F: 3 clusters Score -854269.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -854501.312500 Penalty: 4341.202148
	Iteration 5F: 3 clusters Score -854501.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -854714.687500 Penalty: 4341.202148
	Iteration 6Q: 3 clusters Score -854714.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -854894.062500 Penalty: 4341.202148
	Iteration 7Q: 3 clusters Score -854894.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -855049.750000 Penalty: 4341.202148
	Iteration 8Q: 3 clusters Score -855049.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -855170.812500 Penalty: 4341.202148
	Iteration 9Q: 3 clusters Score -855170.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -855270.812500 Penalty: 4341.202148
	Iteration 10Q: 3 clusters Score -855270.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -855380.750000 Penalty: 4341.202148
	Iteration 11Q: 3 clusters Score -855380.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -855485.875000 Penalty: 4341.202148
	Iteration 12Q: 3 clusters Score -855485.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -855571.250000 Penalty: 4341.202148
	Iteration 13Q: 3 clusters Score -855571.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -855643.812500 Penalty: 4341.202148
	Iteration 14Q: 3 clusters Score -855643.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -855692.625000 Penalty: 4341.202148
	Iteration 15Q: 3 clusters Score -855692.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -855736.062500 Penalty: 4341.202148
	Iteration 16Q: 3 clusters Score -855736.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -855763.000000 Penalty: 4341.202148
	Iteration 17Q: 3 clusters Score -855763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -855790.500000 Penalty: 4341.202148
	Iteration 18Q: 3 clusters Score -855790.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -855814.187500 Penalty: 4341.202148
	Iteration 19Q: 3 clusters Score -855814.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -855835.250000 Penalty: 4341.202148
	Iteration 20F: 3 clusters Score -855835.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -855866.375000 Penalty: 4341.202148
	Iteration 21Q: 3 clusters Score -855866.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -855894.375000 Penalty: 4341.202148
	Iteration 22Q: 3 clusters Score -855894.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -855940.250000 Penalty: 4341.202148
	Iteration 23Q: 3 clusters Score -855940.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -855978.875000 Penalty: 4341.202148
	Iteration 24Q: 3 clusters Score -855978.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -856016.937500 Penalty: 4341.202148
	Iteration 25Q: 3 clusters Score -856016.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -856066.125000 Penalty: 4341.202148
	Iteration 26Q: 3 clusters Score -856066.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -856139.000000 Penalty: 4341.202148
	Iteration 27Q: 3 clusters Score -856139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -856237.500000 Penalty: 4341.202148
	Iteration 28Q: 3 clusters Score -856237.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -856333.187500 Penalty: 4341.202148
	Iteration 29Q: 3 clusters Score -856333.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -856384.750000 Penalty: 4341.202148
	Iteration 30Q: 3 clusters Score -856384.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -856415.312500 Penalty: 4341.202148
	Iteration 31Q: 3 clusters Score -856415.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -856427.687500 Penalty: 4341.202148
	Iteration 32Q: 3 clusters Score -856427.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -856437.375000 Penalty: 4341.202148
	Iteration 33Q: 3 clusters Score -856437.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -856446.687500 Penalty: 4341.202148
	Iteration 34Q: 3 clusters Score -856446.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -856455.375000 Penalty: 4341.202148
	Iteration 35Q: 3 clusters Score -856455.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -856461.562500 Penalty: 4341.202148
	Iteration 36Q: 3 clusters Score -856461.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -856471.000000 Penalty: 4341.202148
	Iteration 37Q: 3 clusters Score -856471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -856478.375000 Penalty: 4341.202148
	Iteration 38Q: 3 clusters Score -856478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -856480.250000 Penalty: 4341.202148
	Iteration 39Q: 3 clusters Score -856480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -856480.250000 Penalty: 4341.202148
	Iteration 40F: 3 clusters Score -856480.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (153817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153817 members 
Entering Unmasked Estep 
Score: -20679910.000000 Penalty: 2961.992676
	Iteration 0F: 2 clusters Score -2.067991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77170 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -20577018.000000 Penalty: 5923.985352
	Iteration 0F: 3 clusters Score -2.057702e+07 nChanged 73635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -20619712.000000 Penalty: 5923.985352
	Iteration 1F: 3 clusters Score -2.061971e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -20620970.000000 Penalty: 5923.985352
	Iteration 2Q: 3 clusters Score -2.062097e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -20622526.000000 Penalty: 5923.985352
	Iteration 3Q: 3 clusters Score -2.062253e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -20624584.000000 Penalty: 5923.985352
	Iteration 4Q: 3 clusters Score -2.062458e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92372 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -20627774.000000 Penalty: 5923.985352
	Iteration 5Q: 3 clusters Score -2.062777e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -20632796.000000 Penalty: 5923.985352
	Iteration 6F: 3 clusters Score -2.06328e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110184 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -20640558.000000 Penalty: 5923.985352
	Iteration 7F: 3 clusters Score -2.064056e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122275 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -20650678.000000 Penalty: 5923.985352
	Iteration 8F: 3 clusters Score -2.065068e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134078 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -20661072.000000 Penalty: 5923.985352
	Iteration 9F: 3 clusters Score -2.066107e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143172 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -20669068.000000 Penalty: 5923.985352
	Iteration 10F: 3 clusters Score -2.066907e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148686 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -20673504.000000 Penalty: 5923.985352
	Iteration 11Q: 3 clusters Score -2.06735e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151394 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -20675700.000000 Penalty: 5923.985352
	Iteration 12Q: 3 clusters Score -2.06757e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152537 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -20676578.000000 Penalty: 5923.985352
	Iteration 13Q: 3 clusters Score -2.067658e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153011 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -20676870.000000 Penalty: 5923.985352
	Iteration 14Q: 3 clusters Score -2.067687e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153193 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20677054.000000 Penalty: 5923.985352
	Iteration 15Q: 3 clusters Score -2.067705e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153292 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20677164.000000 Penalty: 5923.985352
	Iteration 16Q: 3 clusters Score -2.067716e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153347 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20677252.000000 Penalty: 5923.985352
	Iteration 17Q: 3 clusters Score -2.067725e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153373 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -20677288.000000 Penalty: 5923.985352
	Iteration 18Q: 3 clusters Score -2.067729e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153397 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20677312.000000 Penalty: 5923.985352
	Iteration 19Q: 3 clusters Score -2.067731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153413 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20677334.000000 Penalty: 5923.985352
	Iteration 20F: 3 clusters Score -2.067733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153412 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -20677348.000000 Penalty: 5923.985352
	Iteration 21Q: 3 clusters Score -2.067735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153417 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20677358.000000 Penalty: 5923.985352
	Iteration 22Q: 3 clusters Score -2.067736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153425 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -20677356.000000 Penalty: 5923.985352
	Iteration 23Q: 3 clusters Score -2.067736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153434 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20677366.000000 Penalty: 5923.985352
	Iteration 24Q: 3 clusters Score -2.067737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153438 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20677378.000000 Penalty: 5923.985352
	Iteration 25Q: 3 clusters Score -2.067738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153440 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20677376.000000 Penalty: 5923.985352
	Iteration 26Q: 3 clusters Score -2.067738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153441 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -20677372.000000 Penalty: 5923.985352
	Iteration 27Q: 3 clusters Score -2.067737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153440 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20677382.000000 Penalty: 5923.985352
	Iteration 28Q: 3 clusters Score -2.067738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153439 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20677374.000000 Penalty: 5923.985352
	Iteration 29Q: 3 clusters Score -2.067737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153439 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20677374.000000 Penalty: 5923.985352
	Iteration 30F: 3 clusters Score -2.067737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -184828.765625 Penalty: 1811.519897
	Iteration 0F: 2 clusters Score -184828.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -182530.968750 Penalty: 3623.039795
	Iteration 0F: 3 clusters Score -182531 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -182921.640625 Penalty: 3623.039795
	Iteration 1F: 3 clusters Score -182921.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183053.546875 Penalty: 3623.039795
	Iteration 2F: 3 clusters Score -183053.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -183155.046875 Penalty: 3623.039795
	Iteration 3F: 3 clusters Score -183155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -183229.156250 Penalty: 3623.039795
	Iteration 4Q: 3 clusters Score -183229.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -183295.281250 Penalty: 3623.039795
	Iteration 5Q: 3 clusters Score -183295.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -183362.671875 Penalty: 3623.039795
	Iteration 6Q: 3 clusters Score -183362.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183485.703125 Penalty: 3623.039795
	Iteration 7Q: 3 clusters Score -183485.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -183606.921875 Penalty: 3623.039795
	Iteration 8Q: 3 clusters Score -183606.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -183713.750000 Penalty: 3623.039795
	Iteration 9Q: 3 clusters Score -183713.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -183798.984375 Penalty: 3623.039795
	Iteration 10Q: 3 clusters Score -183799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -183853.203125 Penalty: 3623.039795
	Iteration 11Q: 3 clusters Score -183853.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -183894.265625 Penalty: 3623.039795
	Iteration 12Q: 3 clusters Score -183894.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -183939.921875 Penalty: 3623.039795
	Iteration 13Q: 3 clusters Score -183939.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183972.062500 Penalty: 3623.039795
	Iteration 14Q: 3 clusters Score -183972.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183995.328125 Penalty: 3623.039795
	Iteration 15Q: 3 clusters Score -183995.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -184003.484375 Penalty: 3623.039795
	Iteration 16Q: 3 clusters Score -184003.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -184009.062500 Penalty: 3623.039795
	Iteration 17Q: 3 clusters Score -184009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -184010.390625 Penalty: 3623.039795
	Iteration 18Q: 3 clusters Score -184010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -184011.078125 Penalty: 3623.039795
	Iteration 19Q: 3 clusters Score -184011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -184011.890625 Penalty: 3623.039795
	Iteration 20F: 3 clusters Score -184011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -184048.109375 Penalty: 3623.039795
	Iteration 21Q: 3 clusters Score -184048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -184056.375000 Penalty: 3623.039795
	Iteration 22Q: 3 clusters Score -184056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -184061.484375 Penalty: 3623.039795
	Iteration 23Q: 3 clusters Score -184061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -184062.046875 Penalty: 3623.039795
	Iteration 24Q: 3 clusters Score -184062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -184062.296875 Penalty: 3623.039795
	Iteration 25Q: 3 clusters Score -184062.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -184062.296875 Penalty: 3623.039795
	Iteration 26F: 3 clusters Score -184062.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (197737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197737 members 
Entering Unmasked Estep 
Score: -26444104.000000 Penalty: 3024.283936
	Iteration 0F: 2 clusters Score -2.64441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -26316176.000000 Penalty: 6048.567871
	Iteration 0F: 3 clusters Score -2.631618e+07 nChanged 94589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101339 members 
Mstep: Class 2 contains 96398 members 
Entering Unmasked Estep 
Score: -26371494.000000 Penalty: 6048.567871
	Iteration 1F: 3 clusters Score -2.637149e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102634 members 
Mstep: Class 2 contains 95103 members 
Entering Unmasked Estep 
Score: -26372270.000000 Penalty: 6048.567871
	Iteration 2Q: 3 clusters Score -2.637227e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -26373226.000000 Penalty: 6048.567871
	Iteration 3Q: 3 clusters Score -2.637323e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108052 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -26374750.000000 Penalty: 6048.567871
	Iteration 4Q: 3 clusters Score -2.637475e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113092 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -26376684.000000 Penalty: 6048.567871
	Iteration 5Q: 3 clusters Score -2.637668e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120656 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -26379992.000000 Penalty: 6048.567871
	Iteration 6Q: 3 clusters Score -2.637999e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131744 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -26386244.000000 Penalty: 6048.567871
	Iteration 7F: 3 clusters Score -2.638624e+07 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146555 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -26396630.000000 Penalty: 6048.567871
	Iteration 8F: 3 clusters Score -2.639663e+07 nChanged 17190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163721 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -26410652.000000 Penalty: 6048.567871
	Iteration 9F: 3 clusters Score -2.641065e+07 nChanged 15258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178967 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -26423956.000000 Penalty: 6048.567871
	Iteration 10F: 3 clusters Score -2.642396e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189315 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -26433816.000000 Penalty: 6048.567871
	Iteration 11F: 3 clusters Score -2.643382e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194405 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -26438324.000000 Penalty: 6048.567871
	Iteration 12Q: 3 clusters Score -2.643832e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196394 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -26440148.000000 Penalty: 6048.567871
	Iteration 13Q: 3 clusters Score -2.644015e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197024 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -26440784.000000 Penalty: 6048.567871
	Iteration 14Q: 3 clusters Score -2.644078e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197232 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -26441058.000000 Penalty: 6048.567871
	Iteration 15Q: 3 clusters Score -2.644106e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197313 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -26441192.000000 Penalty: 6048.567871
	Iteration 16Q: 3 clusters Score -2.644119e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197347 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26441252.000000 Penalty: 6048.567871
	Iteration 17Q: 3 clusters Score -2.644125e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197370 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -26441300.000000 Penalty: 6048.567871
	Iteration 18Q: 3 clusters Score -2.64413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197383 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -26441320.000000 Penalty: 6048.567871
	Iteration 19Q: 3 clusters Score -2.644132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197391 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26441344.000000 Penalty: 6048.567871
	Iteration 20F: 3 clusters Score -2.644134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197390 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -26441350.000000 Penalty: 6048.567871
	Iteration 21Q: 3 clusters Score -2.644135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197394 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -26441344.000000 Penalty: 6048.567871
	Iteration 22Q: 3 clusters Score -2.644134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197396 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -26441350.000000 Penalty: 6048.567871
	Iteration 23Q: 3 clusters Score -2.644135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197397 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26441362.000000 Penalty: 6048.567871
	Iteration 24Q: 3 clusters Score -2.644136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197398 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26441364.000000 Penalty: 6048.567871
	Iteration 25Q: 3 clusters Score -2.644136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197397 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26441374.000000 Penalty: 6048.567871
	Iteration 26Q: 3 clusters Score -2.644137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197399 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26441376.000000 Penalty: 6048.567871
	Iteration 27Q: 3 clusters Score -2.644138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197400 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26441374.000000 Penalty: 6048.567871
	Iteration 28Q: 3 clusters Score -2.644137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197403 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -26441384.000000 Penalty: 6048.567871
	Iteration 29Q: 3 clusters Score -2.644138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197404 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26441376.000000 Penalty: 6048.567871
	Iteration 30Q: 3 clusters Score -2.644138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197406 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -26441368.000000 Penalty: 6048.567871
	Iteration 31Q: 3 clusters Score -2.644137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197409 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26441376.000000 Penalty: 6048.567871
	Iteration 32Q: 3 clusters Score -2.644138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197409 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26441372.000000 Penalty: 6048.567871
	Iteration 33Q: 3 clusters Score -2.644137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197413 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26441394.000000 Penalty: 6048.567871
	Iteration 34Q: 3 clusters Score -2.644139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197415 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26441388.000000 Penalty: 6048.567871
	Iteration 35Q: 3 clusters Score -2.644139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197412 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -26441390.000000 Penalty: 6048.567871
	Iteration 36Q: 3 clusters Score -2.644139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197413 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26441388.000000 Penalty: 6048.567871
	Iteration 37Q: 3 clusters Score -2.644139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197413 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26441388.000000 Penalty: 6048.567871
	Iteration 38F: 3 clusters Score -2.644139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (192526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192526 members 
Entering Unmasked Estep 
Score: -25764726.000000 Penalty: 3017.660645
	Iteration 0F: 2 clusters Score -2.576473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 96033 members 
Entering Unmasked Estep 
Score: -25642804.000000 Penalty: 6035.321289
	Iteration 0F: 3 clusters Score -2.56428e+07 nChanged 92234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101435 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -25697540.000000 Penalty: 6035.321289
	Iteration 1F: 3 clusters Score -2.569754e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104371 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -25698782.000000 Penalty: 6035.321289
	Iteration 2Q: 3 clusters Score -2.569878e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -25700956.000000 Penalty: 6035.321289
	Iteration 3Q: 3 clusters Score -2.570096e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115230 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -25704168.000000 Penalty: 6035.321289
	Iteration 4Q: 3 clusters Score -2.570417e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124169 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -25709652.000000 Penalty: 6035.321289
	Iteration 5F: 3 clusters Score -2.570965e+07 nChanged 12276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135763 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -25718346.000000 Penalty: 6035.321289
	Iteration 6F: 3 clusters Score -2.571835e+07 nChanged 14101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149496 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -25730282.000000 Penalty: 6035.321289
	Iteration 7F: 3 clusters Score -2.573028e+07 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163079 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -25742302.000000 Penalty: 6035.321289
	Iteration 8F: 3 clusters Score -2.57423e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173663 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -25750592.000000 Penalty: 6035.321289
	Iteration 9F: 3 clusters Score -2.575059e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180480 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -25755716.000000 Penalty: 6035.321289
	Iteration 10Q: 3 clusters Score -2.575572e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184399 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -25758440.000000 Penalty: 6035.321289
	Iteration 11Q: 3 clusters Score -2.575844e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186674 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -25759876.000000 Penalty: 6035.321289
	Iteration 12Q: 3 clusters Score -2.575988e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187991 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -25760614.000000 Penalty: 6035.321289
	Iteration 13Q: 3 clusters Score -2.576061e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188851 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -25761030.000000 Penalty: 6035.321289
	Iteration 14Q: 3 clusters Score -2.576103e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189449 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -25761346.000000 Penalty: 6035.321289
	Iteration 15Q: 3 clusters Score -2.576135e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189884 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -25761644.000000 Penalty: 6035.321289
	Iteration 16Q: 3 clusters Score -2.576164e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190176 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25761696.000000 Penalty: 6035.321289
	Iteration 17Q: 3 clusters Score -2.57617e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190408 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -25761810.000000 Penalty: 6035.321289
	Iteration 18Q: 3 clusters Score -2.576181e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190585 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -25761908.000000 Penalty: 6035.321289
	Iteration 19Q: 3 clusters Score -2.576191e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190719 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -25761982.000000 Penalty: 6035.321289
	Iteration 20F: 3 clusters Score -2.576198e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190808 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -25762006.000000 Penalty: 6035.321289
	Iteration 21Q: 3 clusters Score -2.576201e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190894 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -25762034.000000 Penalty: 6035.321289
	Iteration 22Q: 3 clusters Score -2.576203e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190957 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -25762046.000000 Penalty: 6035.321289
	Iteration 23Q: 3 clusters Score -2.576205e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191002 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -25762062.000000 Penalty: 6035.321289
	Iteration 24Q: 3 clusters Score -2.576206e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191036 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -25762074.000000 Penalty: 6035.321289
	Iteration 25Q: 3 clusters Score -2.576207e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191066 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -25762066.000000 Penalty: 6035.321289
	Iteration 26Q: 3 clusters Score -2.576207e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191095 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -25762092.000000 Penalty: 6035.321289
	Iteration 27Q: 3 clusters Score -2.576209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191120 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -25762120.000000 Penalty: 6035.321289
	Iteration 28Q: 3 clusters Score -2.576212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191148 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -25762122.000000 Penalty: 6035.321289
	Iteration 29Q: 3 clusters Score -2.576212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191173 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -25762120.000000 Penalty: 6035.321289
	Iteration 30Q: 3 clusters Score -2.576212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191187 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -25762144.000000 Penalty: 6035.321289
	Iteration 31Q: 3 clusters Score -2.576214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191200 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -25762138.000000 Penalty: 6035.321289
	Iteration 32Q: 3 clusters Score -2.576214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191208 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -25762148.000000 Penalty: 6035.321289
	Iteration 33Q: 3 clusters Score -2.576215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191219 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -25762166.000000 Penalty: 6035.321289
	Iteration 34Q: 3 clusters Score -2.576217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191232 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -25762168.000000 Penalty: 6035.321289
	Iteration 35Q: 3 clusters Score -2.576217e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191249 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -25762188.000000 Penalty: 6035.321289
	Iteration 36Q: 3 clusters Score -2.576219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191258 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -25762188.000000 Penalty: 6035.321289
	Iteration 37Q: 3 clusters Score -2.576219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191272 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -25762196.000000 Penalty: 6035.321289
	Iteration 38Q: 3 clusters Score -2.57622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191285 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -25762220.000000 Penalty: 6035.321289
	Iteration 39Q: 3 clusters Score -2.576222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191296 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -25762222.000000 Penalty: 6035.321289
	Iteration 40F: 3 clusters Score -2.576222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191299 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -25762246.000000 Penalty: 6035.321289
	Iteration 41Q: 3 clusters Score -2.576225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191301 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -25762252.000000 Penalty: 6035.321289
	Iteration 42Q: 3 clusters Score -2.576225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191305 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -25762250.000000 Penalty: 6035.321289
	Iteration 43Q: 3 clusters Score -2.576225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191308 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -25762242.000000 Penalty: 6035.321289
	Iteration 44Q: 3 clusters Score -2.576224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191308 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -25762240.000000 Penalty: 6035.321289
	Iteration 45Q: 3 clusters Score -2.576224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191308 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -25762240.000000 Penalty: 6035.321289
	Iteration 46F: 3 clusters Score -2.576224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -74264.648438 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -74264.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72665.757812 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -72665.76 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72905.640625 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -72905.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73050.976562 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -73050.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73144.562500 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -73144.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73173.445312 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -73173.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73203.390625 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -73203.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73222.554688 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -73222.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73239.359375 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -73239.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73261.015625 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -73261.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73285.640625 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -73285.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73308.953125 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -73308.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73327.468750 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -73327.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73336.710938 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -73336.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73351.992188 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -73351.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73363.882812 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -73363.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73374.078125 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -73374.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73376.867188 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -73376.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73376.867188 Penalty: 3188.340332
	Iteration 17F: 3 clusters Score -73376.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -7064.777344 Penalty: 1039.034424
	Iteration 0F: 2 clusters Score -7064.777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6597.498047 Penalty: 2078.068848
	Iteration 0F: 3 clusters Score -6597.498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Entering Unmasked Estep 
Score: -8320947.500000 Penalty: 2734.075195
	Iteration 0F: 2 clusters Score -8320948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -8279546.500000 Penalty: 5468.150391
	Iteration 0F: 3 clusters Score -8279546 nChanged 28545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -8295375.000000 Penalty: 5468.150391
	Iteration 1F: 3 clusters Score -8295375 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -8295871.500000 Penalty: 5468.150391
	Iteration 2Q: 3 clusters Score -8295872 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -8296292.500000 Penalty: 5468.150391
	Iteration 3Q: 3 clusters Score -8296292 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -8296699.000000 Penalty: 5468.150391
	Iteration 4Q: 3 clusters Score -8296699 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -8297077.000000 Penalty: 5468.150391
	Iteration 5Q: 3 clusters Score -8297077 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -8297550.500000 Penalty: 5468.150391
	Iteration 6Q: 3 clusters Score -8297550 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -8298053.500000 Penalty: 5468.150391
	Iteration 7Q: 3 clusters Score -8298054 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -8298829.500000 Penalty: 5468.150391
	Iteration 8Q: 3 clusters Score -8298830 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -8299959.000000 Penalty: 5468.150391
	Iteration 9Q: 3 clusters Score -8299959 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -8301825.500000 Penalty: 5468.150391
	Iteration 10Q: 3 clusters Score -8301826 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -8304293.500000 Penalty: 5468.150391
	Iteration 11F: 3 clusters Score -8304294 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -8307169.000000 Penalty: 5468.150391
	Iteration 12F: 3 clusters Score -8307169 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -8310133.500000 Penalty: 5468.150391
	Iteration 13F: 3 clusters Score -8310134 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -8312668.000000 Penalty: 5468.150391
	Iteration 14Q: 3 clusters Score -8312668 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -8314531.000000 Penalty: 5468.150391
	Iteration 15Q: 3 clusters Score -8314531 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -8315765.000000 Penalty: 5468.150391
	Iteration 16Q: 3 clusters Score -8315765 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -8316584.000000 Penalty: 5468.150391
	Iteration 17Q: 3 clusters Score -8316584 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -8317160.000000 Penalty: 5468.150391
	Iteration 18Q: 3 clusters Score -8317160 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -8317539.000000 Penalty: 5468.150391
	Iteration 19Q: 3 clusters Score -8317539 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -8317783.000000 Penalty: 5468.150391
	Iteration 20F: 3 clusters Score -8317783 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -8317966.000000 Penalty: 5468.150391
	Iteration 21Q: 3 clusters Score -8317966 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -8318091.000000 Penalty: 5468.150391
	Iteration 22Q: 3 clusters Score -8318091 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -8318170.500000 Penalty: 5468.150391
	Iteration 23Q: 3 clusters Score -8318170 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -8318272.000000 Penalty: 5468.150391
	Iteration 24Q: 3 clusters Score -8318272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -8318307.000000 Penalty: 5468.150391
	Iteration 25Q: 3 clusters Score -8318307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -8318343.000000 Penalty: 5468.150391
	Iteration 26Q: 3 clusters Score -8318343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -8318355.000000 Penalty: 5468.150391
	Iteration 27Q: 3 clusters Score -8318355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -8318398.500000 Penalty: 5468.150391
	Iteration 28Q: 3 clusters Score -8318398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -8318436.500000 Penalty: 5468.150391
	Iteration 29Q: 3 clusters Score -8318436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -8318454.500000 Penalty: 5468.150391
	Iteration 30Q: 3 clusters Score -8318454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -8318451.000000 Penalty: 5468.150391
	Iteration 31Q: 3 clusters Score -8318451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -8318466.500000 Penalty: 5468.150391
	Iteration 32Q: 3 clusters Score -8318466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -8318463.500000 Penalty: 5468.150391
	Iteration 33Q: 3 clusters Score -8318464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -8318473.000000 Penalty: 5468.150391
	Iteration 34Q: 3 clusters Score -8318473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -8318469.500000 Penalty: 5468.150391
	Iteration 35Q: 3 clusters Score -8318470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -8318480.500000 Penalty: 5468.150391
	Iteration 36Q: 3 clusters Score -8318480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -8318492.000000 Penalty: 5468.150391
	Iteration 37Q: 3 clusters Score -8318492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -8318493.000000 Penalty: 5468.150391
	Iteration 38Q: 3 clusters Score -8318493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -8318495.000000 Penalty: 5468.150391
	Iteration 39Q: 3 clusters Score -8318495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -8318497.500000 Penalty: 5468.150391
	Iteration 40F: 3 clusters Score -8318498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -8318498.000000 Penalty: 5468.150391
	Iteration 41Q: 3 clusters Score -8318498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -8318494.000000 Penalty: 5468.150391
	Iteration 42Q: 3 clusters Score -8318494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -8318495.000000 Penalty: 5468.150391
	Iteration 43Q: 3 clusters Score -8318495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -8318495.000000 Penalty: 5468.150391
	Iteration 44Q: 3 clusters Score -8318495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -8318500.500000 Penalty: 5468.150391
	Iteration 45Q: 3 clusters Score -8318500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -8318507.500000 Penalty: 5468.150391
	Iteration 46Q: 3 clusters Score -8318508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -8318510.000000 Penalty: 5468.150391
	Iteration 47Q: 3 clusters Score -8318510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -8318508.000000 Penalty: 5468.150391
	Iteration 48Q: 3 clusters Score -8318508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -8318508.000000 Penalty: 5468.150391
	Iteration 49F: 3 clusters Score -8318508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Entering Unmasked Estep 
Score: -4235623.000000 Penalty: 2566.227783
	Iteration 0F: 2 clusters Score -4235623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -4214195.000000 Penalty: 5132.455566
	Iteration 0F: 3 clusters Score -4214195 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -4221831.000000 Penalty: 5132.455566
	Iteration 1F: 3 clusters Score -4221831 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -4222273.000000 Penalty: 5132.455566
	Iteration 2Q: 3 clusters Score -4222273 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4222686.500000 Penalty: 5132.455566
	Iteration 3Q: 3 clusters Score -4222686 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -4223045.500000 Penalty: 5132.455566
	Iteration 4Q: 3 clusters Score -4223046 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -4223394.500000 Penalty: 5132.455566
	Iteration 5Q: 3 clusters Score -4223394 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -4223808.000000 Penalty: 5132.455566
	Iteration 6Q: 3 clusters Score -4223808 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4224256.500000 Penalty: 5132.455566
	Iteration 7Q: 3 clusters Score -4224256 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4224794.000000 Penalty: 5132.455566
	Iteration 8Q: 3 clusters Score -4224794 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -4225498.500000 Penalty: 5132.455566
	Iteration 9Q: 3 clusters Score -4225498 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -4226367.500000 Penalty: 5132.455566
	Iteration 10Q: 3 clusters Score -4226368 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -4227365.000000 Penalty: 5132.455566
	Iteration 11Q: 3 clusters Score -4227365 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4228352.500000 Penalty: 5132.455566
	Iteration 12F: 3 clusters Score -4228352 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -4229101.000000 Penalty: 5132.455566
	Iteration 13Q: 3 clusters Score -4229101 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -4229489.000000 Penalty: 5132.455566
	Iteration 14Q: 3 clusters Score -4229489 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -4229698.500000 Penalty: 5132.455566
	Iteration 15Q: 3 clusters Score -4229698 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -4229858.500000 Penalty: 5132.455566
	Iteration 16Q: 3 clusters Score -4229858 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4229986.000000 Penalty: 5132.455566
	Iteration 17Q: 3 clusters Score -4229986 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -4230125.500000 Penalty: 5132.455566
	Iteration 18Q: 3 clusters Score -4230126 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -4230252.500000 Penalty: 5132.455566
	Iteration 19Q: 3 clusters Score -4230252 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4230382.500000 Penalty: 5132.455566
	Iteration 20F: 3 clusters Score -4230382 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4230557.500000 Penalty: 5132.455566
	Iteration 21Q: 3 clusters Score -4230558 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4230673.000000 Penalty: 5132.455566
	Iteration 22Q: 3 clusters Score -4230673 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4230793.000000 Penalty: 5132.455566
	Iteration 23Q: 3 clusters Score -4230793 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4230887.000000 Penalty: 5132.455566
	Iteration 24Q: 3 clusters Score -4230887 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -4230980.500000 Penalty: 5132.455566
	Iteration 25Q: 3 clusters Score -4230980 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -4231044.000000 Penalty: 5132.455566
	Iteration 26Q: 3 clusters Score -4231044 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4231092.500000 Penalty: 5132.455566
	Iteration 27Q: 3 clusters Score -4231092 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4231152.000000 Penalty: 5132.455566
	Iteration 28Q: 3 clusters Score -4231152 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4231216.500000 Penalty: 5132.455566
	Iteration 29Q: 3 clusters Score -4231216 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4231294.000000 Penalty: 5132.455566
	Iteration 30Q: 3 clusters Score -4231294 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4231372.500000 Penalty: 5132.455566
	Iteration 31Q: 3 clusters Score -4231372 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4231435.000000 Penalty: 5132.455566
	Iteration 32Q: 3 clusters Score -4231435 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4231502.000000 Penalty: 5132.455566
	Iteration 33Q: 3 clusters Score -4231502 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -4231583.000000 Penalty: 5132.455566
	Iteration 34Q: 3 clusters Score -4231583 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4231655.000000 Penalty: 5132.455566
	Iteration 35Q: 3 clusters Score -4231655 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4231740.500000 Penalty: 5132.455566
	Iteration 36Q: 3 clusters Score -4231740 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4231850.000000 Penalty: 5132.455566
	Iteration 37Q: 3 clusters Score -4231850 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -4231934.000000 Penalty: 5132.455566
	Iteration 38Q: 3 clusters Score -4231934 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -4232049.000000 Penalty: 5132.455566
	Iteration 39Q: 3 clusters Score -4232049 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -4232151.000000 Penalty: 5132.455566
	Iteration 40F: 3 clusters Score -4232151 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -4232243.500000 Penalty: 5132.455566
	Iteration 41Q: 3 clusters Score -4232244 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4232342.500000 Penalty: 5132.455566
	Iteration 42Q: 3 clusters Score -4232342 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -4232443.000000 Penalty: 5132.455566
	Iteration 43Q: 3 clusters Score -4232443 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -4232541.500000 Penalty: 5132.455566
	Iteration 44Q: 3 clusters Score -4232542 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -4232652.500000 Penalty: 5132.455566
	Iteration 45Q: 3 clusters Score -4232652 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -4232777.500000 Penalty: 5132.455566
	Iteration 46Q: 3 clusters Score -4232778 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -4232853.000000 Penalty: 5132.455566
	Iteration 47Q: 3 clusters Score -4232853 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -4232932.000000 Penalty: 5132.455566
	Iteration 48Q: 3 clusters Score -4232932 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -4233043.000000 Penalty: 5132.455566
	Iteration 49Q: 3 clusters Score -4233043 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -4233148.000000 Penalty: 5132.455566
	Iteration 50Q: 3 clusters Score -4233148 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4233244.000000 Penalty: 5132.455566
	Iteration 51Q: 3 clusters Score -4233244 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -4233304.000000 Penalty: 5132.455566
	Iteration 52Q: 3 clusters Score -4233304 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4233368.500000 Penalty: 5132.455566
	Iteration 53Q: 3 clusters Score -4233368 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4233443.500000 Penalty: 5132.455566
	Iteration 54Q: 3 clusters Score -4233444 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -4233481.500000 Penalty: 5132.455566
	Iteration 55Q: 3 clusters Score -4233482 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -4233522.000000 Penalty: 5132.455566
	Iteration 56Q: 3 clusters Score -4233522 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -4233534.500000 Penalty: 5132.455566
	Iteration 57Q: 3 clusters Score -4233534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -4233569.000000 Penalty: 5132.455566
	Iteration 58Q: 3 clusters Score -4233569 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -4233600.500000 Penalty: 5132.455566
	Iteration 59Q: 3 clusters Score -4233600 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -4233642.000000 Penalty: 5132.455566
	Iteration 60F: 3 clusters Score -4233642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4233675.000000 Penalty: 5132.455566
	Iteration 61Q: 3 clusters Score -4233675 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -4233700.500000 Penalty: 5132.455566
	Iteration 62Q: 3 clusters Score -4233700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4233724.000000 Penalty: 5132.455566
	Iteration 63Q: 3 clusters Score -4233724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -4233740.500000 Penalty: 5132.455566
	Iteration 64Q: 3 clusters Score -4233740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -4233740.500000 Penalty: 5132.455566
	Iteration 65Q: 3 clusters Score -4233740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -4233772.500000 Penalty: 5132.455566
	Iteration 66Q: 3 clusters Score -4233772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -4233791.000000 Penalty: 5132.455566
	Iteration 67Q: 3 clusters Score -4233791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -4233788.500000 Penalty: 5132.455566
	Iteration 68Q: 3 clusters Score -4233788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -4233795.000000 Penalty: 5132.455566
	Iteration 69Q: 3 clusters Score -4233795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -4233789.500000 Penalty: 5132.455566
	Iteration 70Q: 3 clusters Score -4233790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -4233789.000000 Penalty: 5132.455566
	Iteration 71Q: 3 clusters Score -4233789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -4233787.500000 Penalty: 5132.455566
	Iteration 72Q: 3 clusters Score -4233788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -4233801.000000 Penalty: 5132.455566
	Iteration 73Q: 3 clusters Score -4233801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -4233800.000000 Penalty: 5132.455566
	Iteration 74Q: 3 clusters Score -4233800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -4233798.000000 Penalty: 5132.455566
	Iteration 75Q: 3 clusters Score -4233798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4233801.500000 Penalty: 5132.455566
	Iteration 76Q: 3 clusters Score -4233802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4233808.000000 Penalty: 5132.455566
	Iteration 77Q: 3 clusters Score -4233808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4233810.000000 Penalty: 5132.455566
	Iteration 78Q: 3 clusters Score -4233810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -4233813.000000 Penalty: 5132.455566
	Iteration 79Q: 3 clusters Score -4233813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -4233814.500000 Penalty: 5132.455566
	Iteration 80F: 3 clusters Score -4233814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -4233814.500000 Penalty: 5132.455566
	Iteration 81Q: 3 clusters Score -4233814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4233822.000000 Penalty: 5132.455566
	Iteration 82Q: 3 clusters Score -4233822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4233819.000000 Penalty: 5132.455566
	Iteration 83Q: 3 clusters Score -4233819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4233825.000000 Penalty: 5132.455566
	Iteration 84Q: 3 clusters Score -4233825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -4233829.500000 Penalty: 5132.455566
	Iteration 85Q: 3 clusters Score -4233830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -4233831.000000 Penalty: 5132.455566
	Iteration 86Q: 3 clusters Score -4233831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -4233830.500000 Penalty: 5132.455566
	Iteration 87Q: 3 clusters Score -4233830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4233829.500000 Penalty: 5132.455566
	Iteration 88Q: 3 clusters Score -4233830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -4233829.000000 Penalty: 5132.455566
	Iteration 89Q: 3 clusters Score -4233829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -4233829.000000 Penalty: 5132.455566
	Iteration 90F: 3 clusters Score -4233829 nChanged 0
--- Evaluating fit on full set of 3286603 points ---
Entering Unmasked Estep 
Score: -427564960.000000 Penalty: 78147.945312
22->22 Clusters: Score -427564960.000000, best is -427661056.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1095534 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 50066 members 
Mstep: Class 3 contains 49893 members 
Mstep: Class 4 contains 49808 members 
Mstep: Class 5 contains 49761 members 
Mstep: Class 6 contains 50212 members 
Mstep: Class 7 contains 49907 members 
Mstep: Class 8 contains 49821 members 
Mstep: Class 9 contains 49297 members 
Mstep: Class 10 contains 50109 members 
Mstep: Class 11 contains 49419 members 
Mstep: Class 12 contains 49957 members 
Mstep: Class 13 contains 49651 members 
Mstep: Class 14 contains 49679 members 
Mstep: Class 15 contains 49752 members 
Mstep: Class 16 contains 49680 members 
Mstep: Class 17 contains 49500 members 
Mstep: Class 18 contains 49639 members 
Mstep: Class 19 contains 50198 members 
Mstep: Class 20 contains 49711 members 
Mstep: Class 21 contains 49804 members 
Mstep: Class 22 contains 49841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 775.164917 but Gain 3448.875000
Score: -140284768.000000 Penalty: 72426.367188
Iteration 0F: 22 clusters Score -1.402848e+08 nChanged 1040949
Entering Unmasked Mstep 
Mstep: Class 0 contains 1880 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 27282 members 
Mstep: Class 3 contains 52142 members 
Mstep: Class 4 contains 79115 members 
Mstep: Class 5 contains 22967 members 
Mstep: Class 6 contains 37960 members 
Mstep: Class 7 contains 30446 members 
Mstep: Class 8 contains 27176 members 
Mstep: Class 9 contains 26790 members 
Mstep: Class 11 contains 40306 members 
Mstep: Class 12 contains 26081 members 
Mstep: Class 13 contains 56071 members 
Mstep: Class 14 contains 26305 members 
Mstep: Class 15 contains 37698 members 
Mstep: Class 16 contains 21045 members 
Mstep: Class 17 contains 91239 members 
Mstep: Class 18 contains 44917 members 
Mstep: Class 19 contains 91688 members 
Mstep: Class 20 contains 79726 members 
Mstep: Class 21 contains 37233 members 
Mstep: Class 22 contains 168268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142758464.000000 Penalty: 72426.367188
Iteration 1F: 22 clusters Score -1.427585e+08 nChanged 365165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1716 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 23126 members 
Mstep: Class 3 contains 54170 members 
Mstep: Class 4 contains 70736 members 
Mstep: Class 5 contains 18588 members 
Mstep: Class 6 contains 43198 members 
Mstep: Class 7 contains 22249 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 19509 members 
Mstep: Class 11 contains 29406 members 
Mstep: Class 12 contains 17736 members 
Mstep: Class 13 contains 58005 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 26303 members 
Mstep: Class 16 contains 15532 members 
Mstep: Class 17 contains 100850 members 
Mstep: Class 18 contains 32764 members 
Mstep: Class 19 contains 100431 members 
Mstep: Class 20 contains 61538 members 
Mstep: Class 21 contains 30967 members 
Mstep: Class 22 contains 254122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143235648.000000 Penalty: 72426.367188
Iteration 2F: 22 clusters Score -1.432356e+08 nChanged 261702
Entering Unmasked Mstep 
Mstep: Class 0 contains 674 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 17795 members 
Mstep: Class 3 contains 48805 members 
Mstep: Class 4 contains 62675 members 
Mstep: Class 5 contains 14476 members 
Mstep: Class 6 contains 49770 members 
Mstep: Class 7 contains 16708 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 14400 members 
Mstep: Class 11 contains 20772 members 
Mstep: Class 12 contains 13320 members 
Mstep: Class 13 contains 54253 members 
Mstep: Class 14 contains 16519 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 13685 members 
Mstep: Class 17 contains 124167 members 
Mstep: Class 18 contains 26409 members 
Mstep: Class 19 contains 118459 members 
Mstep: Class 20 contains 43669 members 
Mstep: Class 21 contains 22810 members 
Mstep: Class 22 contains 307949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143554736.000000 Penalty: 72426.367188
Iteration 3F: 22 clusters Score -1.435547e+08 nChanged 202840
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 40560 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 11201 members 
Mstep: Class 6 contains 58704 members 
Mstep: Class 7 contains 12212 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 10805 members 
Mstep: Class 11 contains 15174 members 
Mstep: Class 12 contains 10530 members 
Mstep: Class 13 contains 46533 members 
Mstep: Class 14 contains 12628 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 12088 members 
Mstep: Class 17 contains 147152 members 
Mstep: Class 18 contains 21452 members 
Mstep: Class 19 contains 142504 members 
Mstep: Class 20 contains 30021 members 
Mstep: Class 21 contains 16301 members 
Mstep: Class 22 contains 329344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143698144.000000 Penalty: 72426.367188
Iteration 4F: 22 clusters Score -1.436981e+08 nChanged 163645
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 11003 members 
Mstep: Class 3 contains 32177 members 
Mstep: Class 4 contains 52383 members 
Mstep: Class 5 contains 8707 members 
Mstep: Class 6 contains 69992 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 8608 members 
Mstep: Class 11 contains 11697 members 
Mstep: Class 12 contains 8461 members 
Mstep: Class 13 contains 37983 members 
Mstep: Class 14 contains 9554 members 
Mstep: Class 15 contains 6010 members 
Mstep: Class 16 contains 11320 members 
Mstep: Class 17 contains 166041 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 173294 members 
Mstep: Class 20 contains 20073 members 
Mstep: Class 21 contains 11106 members 
Mstep: Class 22 contains 320803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2948.103271 but Gain 3448.875000
Score: -143816608.000000 Penalty: 68977.492188
Iteration 5F: 21 clusters Score -1.438166e+08 nChanged 139516
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 121076 members 
Mstep: Class 2 contains 8837 members 
Mstep: Class 3 contains 24454 members 
Mstep: Class 4 contains 47163 members 
Mstep: Class 5 contains 6563 members 
Mstep: Class 6 contains 80944 members 
Mstep: Class 7 contains 5917 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 7237 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 29552 members 
Mstep: Class 14 contains 7108 members 
Mstep: Class 16 contains 11234 members 
Mstep: Class 17 contains 180607 members 
Mstep: Class 18 contains 16963 members 
Mstep: Class 19 contains 209095 members 
Mstep: Class 20 contains 14091 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 298627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143923216.000000 Penalty: 68977.492188
Iteration 6F: 21 clusters Score -1.439232e+08 nChanged 121058
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137395 members 
Mstep: Class 2 contains 7017 members 
Mstep: Class 3 contains 17572 members 
Mstep: Class 4 contains 41138 members 
Mstep: Class 5 contains 4844 members 
Mstep: Class 6 contains 90205 members 
Mstep: Class 7 contains 4100 members 
Mstep: Class 8 contains 2943 members 
Mstep: Class 9 contains 6252 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 5841 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 16 contains 11434 members 
Mstep: Class 17 contains 189475 members 
Mstep: Class 18 contains 16316 members 
Mstep: Class 19 contains 244991 members 
Mstep: Class 20 contains 10572 members 
Mstep: Class 21 contains 4006 members 
Mstep: Class 22 contains 266781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2264.409424 but Gain 3448.875000
Score: -143999232.000000 Penalty: 65528.617188
Iteration 7F: 20 clusters Score -1.439992e+08 nChanged 110754
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155856 members 
Mstep: Class 2 contains 5658 members 
Mstep: Class 3 contains 12280 members 
Mstep: Class 4 contains 35070 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 98756 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 5601 members 
Mstep: Class 11 contains 5787 members 
Mstep: Class 12 contains 5127 members 
Mstep: Class 13 contains 17740 members 
Mstep: Class 14 contains 3835 members 
Mstep: Class 16 contains 11612 members 
Mstep: Class 17 contains 196183 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 276331 members 
Mstep: Class 20 contains 8594 members 
Mstep: Class 22 contains 231337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3055.847168 but Gain 3448.875000
Score: -144054880.000000 Penalty: 62079.742188
Iteration 8F: 19 clusters Score -1.440549e+08 nChanged 95871
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 175502 members 
Mstep: Class 2 contains 4849 members 
Mstep: Class 3 contains 8903 members 
Mstep: Class 4 contains 29614 members 
Mstep: Class 6 contains 107085 members 
Mstep: Class 7 contains 2247 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 5134 members 
Mstep: Class 13 contains 15439 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 16 contains 11579 members 
Mstep: Class 17 contains 201339 members 
Mstep: Class 18 contains 16290 members 
Mstep: Class 19 contains 291024 members 
Mstep: Class 20 contains 7756 members 
Mstep: Class 22 contains 202505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2658.330078 but Gain 3448.875000
Score: -144098320.000000 Penalty: 58630.867188
Iteration 9F: 18 clusters Score -1.440983e+08 nChanged 81461
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 195690 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 7063 members 
Mstep: Class 4 contains 25037 members 
Mstep: Class 6 contains 114165 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 4657 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 5710 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 2738 members 
Mstep: Class 16 contains 11291 members 
Mstep: Class 17 contains 205383 members 
Mstep: Class 18 contains 16473 members 
Mstep: Class 19 contains 288907 members 
Mstep: Class 20 contains 7998 members 
Mstep: Class 22 contains 183980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2961.141113 but Gain 3448.871094
Score: -144131152.000000 Penalty: 55181.996094
Iteration 10F: 17 clusters Score -1.441312e+08 nChanged 72945
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 215620 members 
Mstep: Class 2 contains 4526 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 21489 members 
Mstep: Class 6 contains 120842 members 
Mstep: Class 8 contains 3113 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 6700 members 
Mstep: Class 13 contains 14121 members 
Mstep: Class 16 contains 10170 members 
Mstep: Class 17 contains 208537 members 
Mstep: Class 18 contains 16857 members 
Mstep: Class 19 contains 278327 members 
Mstep: Class 20 contains 9238 members 
Mstep: Class 22 contains 171621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144158864.000000 Penalty: 55181.996094
Iteration 11F: 17 clusters Score -1.441589e+08 nChanged 64411
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 232060 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 5795 members 
Mstep: Class 4 contains 18807 members 
Mstep: Class 6 contains 127009 members 
Mstep: Class 8 contains 3146 members 
Mstep: Class 9 contains 3873 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 14204 members 
Mstep: Class 16 contains 8271 members 
Mstep: Class 17 contains 211077 members 
Mstep: Class 18 contains 17298 members 
Mstep: Class 19 contains 263113 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 22 contains 163402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144188096.000000 Penalty: 55181.996094
Iteration 12F: 17 clusters Score -1.441881e+08 nChanged 58385
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 242585 members 
Mstep: Class 2 contains 5758 members 
Mstep: Class 3 contains 5990 members 
Mstep: Class 4 contains 16420 members 
Mstep: Class 6 contains 133009 members 
Mstep: Class 8 contains 3158 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 11 contains 3426 members 
Mstep: Class 12 contains 7551 members 
Mstep: Class 13 contains 14288 members 
Mstep: Class 16 contains 6050 members 
Mstep: Class 17 contains 213118 members 
Mstep: Class 18 contains 17919 members 
Mstep: Class 19 contains 249448 members 
Mstep: Class 20 contains 14893 members 
Mstep: Class 22 contains 158374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144214592.000000 Penalty: 55181.996094
Iteration 13F: 17 clusters Score -1.442146e+08 nChanged 51087
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 245958 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 6488 members 
Mstep: Class 4 contains 14152 members 
Mstep: Class 6 contains 139010 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 7824 members 
Mstep: Class 13 contains 14090 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 215354 members 
Mstep: Class 18 contains 18645 members 
Mstep: Class 19 contains 238953 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 22 contains 156170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144236544.000000 Penalty: 55181.996094
Iteration 14Q: 17 clusters Score -1.442365e+08 nChanged 43989
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 244015 members 
Mstep: Class 2 contains 7440 members 
Mstep: Class 3 contains 7123 members 
Mstep: Class 4 contains 12214 members 
Mstep: Class 6 contains 144959 members 
Mstep: Class 8 contains 3133 members 
Mstep: Class 9 contains 3169 members 
Mstep: Class 11 contains 3414 members 
Mstep: Class 12 contains 8097 members 
Mstep: Class 13 contains 13470 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 217903 members 
Mstep: Class 18 contains 19435 members 
Mstep: Class 19 contains 230896 members 
Mstep: Class 20 contains 20443 members 
Mstep: Class 22 contains 155932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144253520.000000 Penalty: 55181.996094
Iteration 15Q: 17 clusters Score -1.442535e+08 nChanged 37957
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 239029 members 
Mstep: Class 2 contains 8423 members 
Mstep: Class 3 contains 7668 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 6 contains 151159 members 
Mstep: Class 8 contains 3125 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 11 contains 3486 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 12542 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 220661 members 
Mstep: Class 18 contains 20219 members 
Mstep: Class 19 contains 224714 members 
Mstep: Class 20 contains 22474 members 
Mstep: Class 22 contains 156376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144268944.000000 Penalty: 55181.996094
Iteration 16Q: 17 clusters Score -1.442689e+08 nChanged 34209
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 232376 members 
Mstep: Class 2 contains 9471 members 
Mstep: Class 3 contains 8088 members 
Mstep: Class 4 contains 8930 members 
Mstep: Class 6 contains 157582 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 8679 members 
Mstep: Class 13 contains 11353 members 
Mstep: Class 16 contains 3855 members 
Mstep: Class 17 contains 223242 members 
Mstep: Class 18 contains 20992 members 
Mstep: Class 19 contains 219922 members 
Mstep: Class 20 contains 24273 members 
Mstep: Class 22 contains 157061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144281616.000000 Penalty: 55181.996094
Iteration 17Q: 17 clusters Score -1.442816e+08 nChanged 31296
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 224711 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 8410 members 
Mstep: Class 4 contains 7682 members 
Mstep: Class 6 contains 164094 members 
Mstep: Class 8 contains 3132 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 8946 members 
Mstep: Class 13 contains 10126 members 
Mstep: Class 16 contains 3977 members 
Mstep: Class 17 contains 225193 members 
Mstep: Class 18 contains 21756 members 
Mstep: Class 19 contains 216152 members 
Mstep: Class 20 contains 25932 members 
Mstep: Class 22 contains 158209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144289632.000000 Penalty: 55181.996094
Iteration 18Q: 17 clusters Score -1.442896e+08 nChanged 28796
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 216794 members 
Mstep: Class 2 contains 11667 members 
Mstep: Class 3 contains 8684 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 6 contains 170361 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 11 contains 3822 members 
Mstep: Class 12 contains 9201 members 
Mstep: Class 13 contains 8861 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 226882 members 
Mstep: Class 18 contains 22432 members 
Mstep: Class 19 contains 213151 members 
Mstep: Class 20 contains 27496 members 
Mstep: Class 22 contains 159446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144297072.000000 Penalty: 55181.996094
Iteration 19Q: 17 clusters Score -1.442971e+08 nChanged 25831
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209392 members 
Mstep: Class 2 contains 12739 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 5877 members 
Mstep: Class 6 contains 176399 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 11 contains 3915 members 
Mstep: Class 12 contains 9406 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 16 contains 4165 members 
Mstep: Class 17 contains 227999 members 
Mstep: Class 18 contains 23109 members 
Mstep: Class 19 contains 210545 members 
Mstep: Class 20 contains 28934 members 
Mstep: Class 22 contains 160557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144303696.000000 Penalty: 55181.996094
Iteration 20F: 17 clusters Score -1.443037e+08 nChanged 23422
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 202907 members 
Mstep: Class 2 contains 13821 members 
Mstep: Class 3 contains 8967 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 6 contains 181633 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 11 contains 4231 members 
Mstep: Class 12 contains 9597 members 
Mstep: Class 13 contains 6619 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 228368 members 
Mstep: Class 18 contains 23748 members 
Mstep: Class 19 contains 208262 members 
Mstep: Class 20 contains 30210 members 
Mstep: Class 22 contains 161744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144308000.000000 Penalty: 55181.996094
Iteration 21Q: 17 clusters Score -1.44308e+08 nChanged 21424
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 197400 members 
Mstep: Class 2 contains 14809 members 
Mstep: Class 3 contains 9052 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 6 contains 186321 members 
Mstep: Class 8 contains 3113 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 12 contains 9766 members 
Mstep: Class 13 contains 5697 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 227790 members 
Mstep: Class 18 contains 24334 members 
Mstep: Class 19 contains 206439 members 
Mstep: Class 20 contains 31432 members 
Mstep: Class 22 contains 162989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144311232.000000 Penalty: 55181.996094
Iteration 22Q: 17 clusters Score -1.443112e+08 nChanged 19473
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 192956 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 6 contains 190008 members 
Mstep: Class 8 contains 3110 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 11 contains 4837 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 4959 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 226778 members 
Mstep: Class 18 contains 24847 members 
Mstep: Class 19 contains 205108 members 
Mstep: Class 20 contains 32532 members 
Mstep: Class 22 contains 164108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144313968.000000 Penalty: 55181.996094
Iteration 23Q: 17 clusters Score -1.44314e+08 nChanged 17766
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 189388 members 
Mstep: Class 2 contains 16598 members 
Mstep: Class 3 contains 9121 members 
Mstep: Class 4 contains 4136 members 
Mstep: Class 6 contains 192983 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 11 contains 5149 members 
Mstep: Class 12 contains 10108 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 16 contains 4201 members 
Mstep: Class 17 contains 225330 members 
Mstep: Class 18 contains 25375 members 
Mstep: Class 19 contains 204065 members 
Mstep: Class 20 contains 33624 members 
Mstep: Class 22 contains 165134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144315296.000000 Penalty: 55181.996094
Iteration 24Q: 17 clusters Score -1.443153e+08 nChanged 16093
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 186810 members 
Mstep: Class 2 contains 17350 members 
Mstep: Class 3 contains 9138 members 
Mstep: Class 4 contains 3876 members 
Mstep: Class 6 contains 195087 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 11 contains 5477 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 223613 members 
Mstep: Class 18 contains 25826 members 
Mstep: Class 19 contains 203380 members 
Mstep: Class 20 contains 34614 members 
Mstep: Class 22 contains 166078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144316528.000000 Penalty: 55181.996094
Iteration 25Q: 17 clusters Score -1.443165e+08 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184976 members 
Mstep: Class 2 contains 18075 members 
Mstep: Class 3 contains 9155 members 
Mstep: Class 4 contains 3685 members 
Mstep: Class 6 contains 196362 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 2800 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 10465 members 
Mstep: Class 13 contains 3476 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 221703 members 
Mstep: Class 18 contains 26259 members 
Mstep: Class 19 contains 202950 members 
Mstep: Class 20 contains 35491 members 
Mstep: Class 22 contains 167012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144317184.000000 Penalty: 55181.996094
Iteration 26Q: 17 clusters Score -1.443172e+08 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 183772 members 
Mstep: Class 2 contains 18784 members 
Mstep: Class 3 contains 9134 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 6 contains 197040 members 
Mstep: Class 8 contains 3109 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 10654 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 219649 members 
Mstep: Class 18 contains 26663 members 
Mstep: Class 19 contains 202726 members 
Mstep: Class 20 contains 36284 members 
Mstep: Class 22 contains 167811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144318304.000000 Penalty: 55181.996094
Iteration 27Q: 17 clusters Score -1.443183e+08 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 183209 members 
Mstep: Class 2 contains 19465 members 
Mstep: Class 3 contains 9109 members 
Mstep: Class 4 contains 3419 members 
Mstep: Class 6 contains 197279 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 10851 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 217452 members 
Mstep: Class 18 contains 27003 members 
Mstep: Class 19 contains 202749 members 
Mstep: Class 20 contains 36959 members 
Mstep: Class 22 contains 168434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144319184.000000 Penalty: 55181.996094
Iteration 28Q: 17 clusters Score -1.443192e+08 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 183046 members 
Mstep: Class 2 contains 20125 members 
Mstep: Class 3 contains 9083 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 6 contains 197018 members 
Mstep: Class 8 contains 3104 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 11 contains 6917 members 
Mstep: Class 12 contains 11067 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 215333 members 
Mstep: Class 18 contains 27321 members 
Mstep: Class 19 contains 202778 members 
Mstep: Class 20 contains 37556 members 
Mstep: Class 22 contains 169055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144321296.000000 Penalty: 55181.996094
Iteration 29Q: 17 clusters Score -1.443213e+08 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 183156 members 
Mstep: Class 2 contains 20796 members 
Mstep: Class 3 contains 9053 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 6 contains 196542 members 
Mstep: Class 8 contains 3103 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 11 contains 7280 members 
Mstep: Class 12 contains 11317 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 213222 members 
Mstep: Class 18 contains 27547 members 
Mstep: Class 19 contains 202996 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 22 contains 169486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144322800.000000 Penalty: 55181.996094
Iteration 30Q: 17 clusters Score -1.443228e+08 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 183405 members 
Mstep: Class 2 contains 21511 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 6 contains 195873 members 
Mstep: Class 8 contains 3103 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 11 contains 7642 members 
Mstep: Class 12 contains 11600 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 16 contains 4191 members 
Mstep: Class 17 contains 211161 members 
Mstep: Class 18 contains 27759 members 
Mstep: Class 19 contains 203308 members 
Mstep: Class 20 contains 38519 members 
Mstep: Class 22 contains 169821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144323504.000000 Penalty: 55181.996094
Iteration 31Q: 17 clusters Score -1.443235e+08 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 183696 members 
Mstep: Class 2 contains 22302 members 
Mstep: Class 3 contains 8941 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 6 contains 195036 members 
Mstep: Class 8 contains 3104 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 11894 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 209146 members 
Mstep: Class 18 contains 27976 members 
Mstep: Class 19 contains 203723 members 
Mstep: Class 20 contains 38883 members 
Mstep: Class 22 contains 170122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144324448.000000 Penalty: 55181.996094
Iteration 32Q: 17 clusters Score -1.443244e+08 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184173 members 
Mstep: Class 2 contains 23037 members 
Mstep: Class 3 contains 8874 members 
Mstep: Class 4 contains 3106 members 
Mstep: Class 6 contains 194070 members 
Mstep: Class 8 contains 3104 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 11 contains 8279 members 
Mstep: Class 12 contains 12203 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 207175 members 
Mstep: Class 18 contains 28165 members 
Mstep: Class 19 contains 204170 members 
Mstep: Class 20 contains 39193 members 
Mstep: Class 22 contains 170439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144324720.000000 Penalty: 55181.996094
Iteration 33Q: 17 clusters Score -1.443247e+08 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184564 members 
Mstep: Class 2 contains 23793 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 4 contains 3065 members 
Mstep: Class 6 contains 193223 members 
Mstep: Class 8 contains 3105 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 11 contains 8561 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 2573 members 
Mstep: Class 16 contains 4231 members 
Mstep: Class 17 contains 205309 members 
Mstep: Class 18 contains 28324 members 
Mstep: Class 19 contains 204665 members 
Mstep: Class 20 contains 39462 members 
Mstep: Class 22 contains 170622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144325568.000000 Penalty: 55181.996094
Iteration 34Q: 17 clusters Score -1.443256e+08 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184823 members 
Mstep: Class 2 contains 24598 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 6 contains 192257 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 11 contains 8885 members 
Mstep: Class 12 contains 12865 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 203585 members 
Mstep: Class 18 contains 28483 members 
Mstep: Class 19 contains 205184 members 
Mstep: Class 20 contains 39700 members 
Mstep: Class 22 contains 170760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144326048.000000 Penalty: 55181.996094
Iteration 35Q: 17 clusters Score -1.44326e+08 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 185036 members 
Mstep: Class 2 contains 25436 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 6 contains 191217 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 2679 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 13268 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 17 contains 201992 members 
Mstep: Class 18 contains 28615 members 
Mstep: Class 19 contains 205643 members 
Mstep: Class 20 contains 39893 members 
Mstep: Class 22 contains 170925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144327056.000000 Penalty: 55181.996094
Iteration 36Q: 17 clusters Score -1.443271e+08 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 185079 members 
Mstep: Class 2 contains 26296 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 6 contains 190266 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 11 contains 9572 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 16 contains 4281 members 
Mstep: Class 17 contains 200549 members 
Mstep: Class 18 contains 28734 members 
Mstep: Class 19 contains 206122 members 
Mstep: Class 20 contains 40049 members 
Mstep: Class 22 contains 171010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144327280.000000 Penalty: 55181.996094
Iteration 37Q: 17 clusters Score -1.443273e+08 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184894 members 
Mstep: Class 2 contains 27155 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 2942 members 
Mstep: Class 6 contains 189550 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 11 contains 9866 members 
Mstep: Class 12 contains 14074 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 199234 members 
Mstep: Class 18 contains 28840 members 
Mstep: Class 19 contains 206591 members 
Mstep: Class 20 contains 40176 members 
Mstep: Class 22 contains 171058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328000.000000 Penalty: 55181.996094
Iteration 38Q: 17 clusters Score -1.44328e+08 nChanged 5983
Entering ConstructFrom: 
Score: -144328000.000000 Penalty: 55181.996094
Entering ConstructFrom: 
Trying to split cluster 1 (184431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184431 members 
Entering Unmasked Estep 
Score: -24753310.000000 Penalty: 3007.007568
	Iteration 0F: 2 clusters Score -2.475331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -24633614.000000 Penalty: 6014.015137
	Iteration 0F: 3 clusters Score -2.463361e+07 nChanged 88456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -24684288.000000 Penalty: 6014.015137
	Iteration 1F: 3 clusters Score -2.468429e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 92608 members 
Entering Unmasked Estep 
Score: -24685118.000000 Penalty: 6014.015137
	Iteration 2Q: 3 clusters Score -2.468512e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -24686128.000000 Penalty: 6014.015137
	Iteration 3Q: 3 clusters Score -2.468613e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -24687430.000000 Penalty: 6014.015137
	Iteration 4Q: 3 clusters Score -2.468743e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -24688740.000000 Penalty: 6014.015137
	Iteration 5Q: 3 clusters Score -2.468874e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -24691022.000000 Penalty: 6014.015137
	Iteration 6Q: 3 clusters Score -2.469102e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 94368 members 
Entering Unmasked Estep 
Score: -24693540.000000 Penalty: 6014.015137
	Iteration 7Q: 3 clusters Score -2.469354e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 94639 members 
Entering Unmasked Estep 
Score: -24697014.000000 Penalty: 6014.015137
	Iteration 8Q: 3 clusters Score -2.469701e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89690 members 
Mstep: Class 2 contains 94741 members 
Entering Unmasked Estep 
Score: -24701864.000000 Penalty: 6014.015137
	Iteration 9F: 3 clusters Score -2.470186e+07 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -24707834.000000 Penalty: 6014.015137
	Iteration 10F: 3 clusters Score -2.470783e+07 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90423 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -24714656.000000 Penalty: 6014.015137
	Iteration 11F: 3 clusters Score -2.471466e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91135 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -24720930.000000 Penalty: 6014.015137
	Iteration 12F: 3 clusters Score -2.472093e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -24725192.000000 Penalty: 6014.015137
	Iteration 13Q: 3 clusters Score -2.472519e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 92050 members 
Entering Unmasked Estep 
Score: -24727280.000000 Penalty: 6014.015137
	Iteration 14Q: 3 clusters Score -2.472728e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -24728320.000000 Penalty: 6014.015137
	Iteration 15Q: 3 clusters Score -2.472832e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -24728708.000000 Penalty: 6014.015137
	Iteration 16Q: 3 clusters Score -2.472871e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -24729066.000000 Penalty: 6014.015137
	Iteration 17Q: 3 clusters Score -2.472907e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 89516 members 
Entering Unmasked Estep 
Score: -24729518.000000 Penalty: 6014.015137
	Iteration 18Q: 3 clusters Score -2.472952e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -24729868.000000 Penalty: 6014.015137
	Iteration 19Q: 3 clusters Score -2.472987e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -24730152.000000 Penalty: 6014.015137
	Iteration 20F: 3 clusters Score -2.473015e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 86951 members 
Entering Unmasked Estep 
Score: -24730414.000000 Penalty: 6014.015137
	Iteration 21Q: 3 clusters Score -2.473041e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -24730694.000000 Penalty: 6014.015137
	Iteration 22Q: 3 clusters Score -2.473069e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99655 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -24731090.000000 Penalty: 6014.015137
	Iteration 23Q: 3 clusters Score -2.473109e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
Score: -24731426.000000 Penalty: 6014.015137
	Iteration 24Q: 3 clusters Score -2.473143e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102120 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -24731784.000000 Penalty: 6014.015137
	Iteration 25Q: 3 clusters Score -2.473178e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -24732108.000000 Penalty: 6014.015137
	Iteration 26Q: 3 clusters Score -2.473211e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -24732616.000000 Penalty: 6014.015137
	Iteration 27Q: 3 clusters Score -2.473262e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106517 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -24733038.000000 Penalty: 6014.015137
	Iteration 28Q: 3 clusters Score -2.473304e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108222 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -24733548.000000 Penalty: 6014.015137
	Iteration 29Q: 3 clusters Score -2.473355e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
Score: -24733954.000000 Penalty: 6014.015137
	Iteration 30Q: 3 clusters Score -2.473395e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112030 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -24734502.000000 Penalty: 6014.015137
	Iteration 31Q: 3 clusters Score -2.47345e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114188 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -24735344.000000 Penalty: 6014.015137
	Iteration 32Q: 3 clusters Score -2.473534e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116539 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -24736218.000000 Penalty: 6014.015137
	Iteration 33Q: 3 clusters Score -2.473622e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119054 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -24737080.000000 Penalty: 6014.015137
	Iteration 34Q: 3 clusters Score -2.473708e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121621 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -24737972.000000 Penalty: 6014.015137
	Iteration 35Q: 3 clusters Score -2.473797e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124115 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -24738986.000000 Penalty: 6014.015137
	Iteration 36Q: 3 clusters Score -2.473899e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126515 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -24739738.000000 Penalty: 6014.015137
	Iteration 37Q: 3 clusters Score -2.473974e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128931 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -24740554.000000 Penalty: 6014.015137
	Iteration 38Q: 3 clusters Score -2.474055e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131268 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -24741358.000000 Penalty: 6014.015137
	Iteration 39Q: 3 clusters Score -2.474136e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -24742016.000000 Penalty: 6014.015137
	Iteration 40F: 3 clusters Score -2.474202e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135682 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -24742682.000000 Penalty: 6014.015137
	Iteration 41Q: 3 clusters Score -2.474268e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137796 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -24743184.000000 Penalty: 6014.015137
	Iteration 42Q: 3 clusters Score -2.474318e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139819 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -24743824.000000 Penalty: 6014.015137
	Iteration 43Q: 3 clusters Score -2.474382e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141780 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -24744348.000000 Penalty: 6014.015137
	Iteration 44Q: 3 clusters Score -2.474435e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143653 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -24744818.000000 Penalty: 6014.015137
	Iteration 45Q: 3 clusters Score -2.474482e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145490 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -24745078.000000 Penalty: 6014.015137
	Iteration 46Q: 3 clusters Score -2.474508e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147144 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -24745266.000000 Penalty: 6014.015137
	Iteration 47Q: 3 clusters Score -2.474527e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148684 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -24745510.000000 Penalty: 6014.015137
	Iteration 48Q: 3 clusters Score -2.474551e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150124 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -24745714.000000 Penalty: 6014.015137
	Iteration 49Q: 3 clusters Score -2.474571e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151489 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -24746046.000000 Penalty: 6014.015137
	Iteration 50Q: 3 clusters Score -2.474605e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152841 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -24746280.000000 Penalty: 6014.015137
	Iteration 51Q: 3 clusters Score -2.474628e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154168 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -24746556.000000 Penalty: 6014.015137
	Iteration 52Q: 3 clusters Score -2.474656e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155508 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -24746754.000000 Penalty: 6014.015137
	Iteration 53Q: 3 clusters Score -2.474675e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156810 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -24746884.000000 Penalty: 6014.015137
	Iteration 54Q: 3 clusters Score -2.474688e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158108 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -24747084.000000 Penalty: 6014.015137
	Iteration 55Q: 3 clusters Score -2.474708e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159439 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -24747262.000000 Penalty: 6014.015137
	Iteration 56Q: 3 clusters Score -2.474726e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160695 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -24747514.000000 Penalty: 6014.015137
	Iteration 57Q: 3 clusters Score -2.474751e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161892 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -24747702.000000 Penalty: 6014.015137
	Iteration 58Q: 3 clusters Score -2.47477e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163030 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -24747938.000000 Penalty: 6014.015137
	Iteration 59Q: 3 clusters Score -2.474794e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164161 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -24748250.000000 Penalty: 6014.015137
	Iteration 60F: 3 clusters Score -2.474825e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165282 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -24748522.000000 Penalty: 6014.015137
	Iteration 61Q: 3 clusters Score -2.474852e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -24748552.000000 Penalty: 6014.015137
	Iteration 62Q: 3 clusters Score -2.474855e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167532 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -24748828.000000 Penalty: 6014.015137
	Iteration 63Q: 3 clusters Score -2.474883e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168593 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -24749072.000000 Penalty: 6014.015137
	Iteration 64Q: 3 clusters Score -2.474907e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169650 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -24749298.000000 Penalty: 6014.015137
	Iteration 65Q: 3 clusters Score -2.47493e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170684 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -24749536.000000 Penalty: 6014.015137
	Iteration 66Q: 3 clusters Score -2.474954e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171615 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -24749718.000000 Penalty: 6014.015137
	Iteration 67Q: 3 clusters Score -2.474972e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172498 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -24749874.000000 Penalty: 6014.015137
	Iteration 68Q: 3 clusters Score -2.474987e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173339 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -24749904.000000 Penalty: 6014.015137
	Iteration 69Q: 3 clusters Score -2.47499e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174108 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -24750058.000000 Penalty: 6014.015137
	Iteration 70Q: 3 clusters Score -2.475006e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174852 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -24750184.000000 Penalty: 6014.015137
	Iteration 71Q: 3 clusters Score -2.475018e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175526 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -24750266.000000 Penalty: 6014.015137
	Iteration 72Q: 3 clusters Score -2.475027e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176140 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -24750506.000000 Penalty: 6014.015137
	Iteration 73Q: 3 clusters Score -2.475051e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176723 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -24750578.000000 Penalty: 6014.015137
	Iteration 74Q: 3 clusters Score -2.475058e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177270 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -24750606.000000 Penalty: 6014.015137
	Iteration 75Q: 3 clusters Score -2.475061e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177761 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -24750720.000000 Penalty: 6014.015137
	Iteration 76Q: 3 clusters Score -2.475072e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178204 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -24750784.000000 Penalty: 6014.015137
	Iteration 77Q: 3 clusters Score -2.475078e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178572 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -24750820.000000 Penalty: 6014.015137
	Iteration 78Q: 3 clusters Score -2.475082e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178895 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -24750880.000000 Penalty: 6014.015137
	Iteration 79Q: 3 clusters Score -2.475088e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179173 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -24750864.000000 Penalty: 6014.015137
	Iteration 80F: 3 clusters Score -2.475086e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179440 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -24750926.000000 Penalty: 6014.015137
	Iteration 81Q: 3 clusters Score -2.475093e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179678 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -24751034.000000 Penalty: 6014.015137
	Iteration 82Q: 3 clusters Score -2.475103e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179893 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -24751036.000000 Penalty: 6014.015137
	Iteration 83Q: 3 clusters Score -2.475104e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180072 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -24751018.000000 Penalty: 6014.015137
	Iteration 84Q: 3 clusters Score -2.475102e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180246 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -24751040.000000 Penalty: 6014.015137
	Iteration 85Q: 3 clusters Score -2.475104e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180391 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -24751044.000000 Penalty: 6014.015137
	Iteration 86Q: 3 clusters Score -2.475104e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180523 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -24751100.000000 Penalty: 6014.015137
	Iteration 87Q: 3 clusters Score -2.47511e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180626 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -24751146.000000 Penalty: 6014.015137
	Iteration 88Q: 3 clusters Score -2.475115e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180729 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -24751164.000000 Penalty: 6014.015137
	Iteration 89Q: 3 clusters Score -2.475116e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180831 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -24751164.000000 Penalty: 6014.015137
	Iteration 90Q: 3 clusters Score -2.475116e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180931 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -24751148.000000 Penalty: 6014.015137
	Iteration 91Q: 3 clusters Score -2.475115e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181014 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -24751198.000000 Penalty: 6014.015137
	Iteration 92Q: 3 clusters Score -2.47512e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181086 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -24751228.000000 Penalty: 6014.015137
	Iteration 93Q: 3 clusters Score -2.475123e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181148 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -24751232.000000 Penalty: 6014.015137
	Iteration 94Q: 3 clusters Score -2.475123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181189 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -24751240.000000 Penalty: 6014.015137
	Iteration 95Q: 3 clusters Score -2.475124e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181244 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -24751262.000000 Penalty: 6014.015137
	Iteration 96Q: 3 clusters Score -2.475126e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181290 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -24751260.000000 Penalty: 6014.015137
	Iteration 97Q: 3 clusters Score -2.475126e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181331 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -24751234.000000 Penalty: 6014.015137
	Iteration 98Q: 3 clusters Score -2.475123e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181364 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -24751258.000000 Penalty: 6014.015137
	Iteration 99Q: 3 clusters Score -2.475126e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181397 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -24751250.000000 Penalty: 6014.015137
	Iteration 100F: 3 clusters Score -2.475125e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181425 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -24751252.000000 Penalty: 6014.015137
	Iteration 101Q: 3 clusters Score -2.475125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181450 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -24751260.000000 Penalty: 6014.015137
	Iteration 102Q: 3 clusters Score -2.475126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181467 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -24751266.000000 Penalty: 6014.015137
	Iteration 103Q: 3 clusters Score -2.475127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181484 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -24751298.000000 Penalty: 6014.015137
	Iteration 104Q: 3 clusters Score -2.47513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181505 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -24751304.000000 Penalty: 6014.015137
	Iteration 105Q: 3 clusters Score -2.47513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181532 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -24751324.000000 Penalty: 6014.015137
	Iteration 106Q: 3 clusters Score -2.475132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181553 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -24751300.000000 Penalty: 6014.015137
	Iteration 107Q: 3 clusters Score -2.47513e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181585 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -24751298.000000 Penalty: 6014.015137
	Iteration 108Q: 3 clusters Score -2.47513e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181614 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -24751300.000000 Penalty: 6014.015137
	Iteration 109Q: 3 clusters Score -2.47513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181638 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -24751324.000000 Penalty: 6014.015137
	Iteration 110Q: 3 clusters Score -2.475132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181662 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -24751312.000000 Penalty: 6014.015137
	Iteration 111Q: 3 clusters Score -2.475131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181678 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -24751314.000000 Penalty: 6014.015137
	Iteration 112Q: 3 clusters Score -2.475131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181692 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -24751330.000000 Penalty: 6014.015137
	Iteration 113Q: 3 clusters Score -2.475133e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181704 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -24751312.000000 Penalty: 6014.015137
	Iteration 114Q: 3 clusters Score -2.475131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181714 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -24751304.000000 Penalty: 6014.015137
	Iteration 115Q: 3 clusters Score -2.47513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181718 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -24751294.000000 Penalty: 6014.015137
	Iteration 116Q: 3 clusters Score -2.475129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181722 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -24751318.000000 Penalty: 6014.015137
	Iteration 117Q: 3 clusters Score -2.475132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181729 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -24751298.000000 Penalty: 6014.015137
	Iteration 118Q: 3 clusters Score -2.47513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181732 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -24751302.000000 Penalty: 6014.015137
	Iteration 119Q: 3 clusters Score -2.47513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181739 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -24751308.000000 Penalty: 6014.015137
	Iteration 120F: 3 clusters Score -2.475131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181745 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -24751312.000000 Penalty: 6014.015137
	Iteration 121Q: 3 clusters Score -2.475131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181747 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -24751312.000000 Penalty: 6014.015137
	Iteration 122Q: 3 clusters Score -2.475131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181752 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -24751316.000000 Penalty: 6014.015137
	Iteration 123Q: 3 clusters Score -2.475132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181756 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -24751338.000000 Penalty: 6014.015137
	Iteration 124Q: 3 clusters Score -2.475134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181759 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -24751352.000000 Penalty: 6014.015137
	Iteration 125Q: 3 clusters Score -2.475135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181762 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -24751342.000000 Penalty: 6014.015137
	Iteration 126Q: 3 clusters Score -2.475134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181767 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -24751348.000000 Penalty: 6014.015137
	Iteration 127Q: 3 clusters Score -2.475135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181771 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -24751362.000000 Penalty: 6014.015137
	Iteration 128Q: 3 clusters Score -2.475136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181776 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -24751340.000000 Penalty: 6014.015137
	Iteration 129Q: 3 clusters Score -2.475134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181784 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -24751316.000000 Penalty: 6014.015137
	Iteration 130Q: 3 clusters Score -2.475132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181792 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -24751316.000000 Penalty: 6014.015137
	Iteration 131Q: 3 clusters Score -2.475132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181799 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -24751330.000000 Penalty: 6014.015137
	Iteration 132Q: 3 clusters Score -2.475133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181806 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -24751342.000000 Penalty: 6014.015137
	Iteration 133Q: 3 clusters Score -2.475134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181814 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -24751328.000000 Penalty: 6014.015137
	Iteration 134Q: 3 clusters Score -2.475133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181826 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -24751336.000000 Penalty: 6014.015137
	Iteration 135Q: 3 clusters Score -2.475134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181830 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -24751352.000000 Penalty: 6014.015137
	Iteration 136Q: 3 clusters Score -2.475135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181831 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -24751342.000000 Penalty: 6014.015137
	Iteration 137Q: 3 clusters Score -2.475134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181838 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -24751356.000000 Penalty: 6014.015137
	Iteration 138Q: 3 clusters Score -2.475136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181842 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -24751352.000000 Penalty: 6014.015137
	Iteration 139Q: 3 clusters Score -2.475135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181845 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -24751344.000000 Penalty: 6014.015137
	Iteration 140F: 3 clusters Score -2.475134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181849 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -24751342.000000 Penalty: 6014.015137
	Iteration 141Q: 3 clusters Score -2.475134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181851 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -24751334.000000 Penalty: 6014.015137
	Iteration 142Q: 3 clusters Score -2.475133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181854 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -24751336.000000 Penalty: 6014.015137
	Iteration 143Q: 3 clusters Score -2.475134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181856 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -24751324.000000 Penalty: 6014.015137
	Iteration 144Q: 3 clusters Score -2.475132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181857 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -24751322.000000 Penalty: 6014.015137
	Iteration 145Q: 3 clusters Score -2.475132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181858 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -24751322.000000 Penalty: 6014.015137
	Iteration 146Q: 3 clusters Score -2.475132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181861 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -24751330.000000 Penalty: 6014.015137
	Iteration 147Q: 3 clusters Score -2.475133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181864 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -24751342.000000 Penalty: 6014.015137
	Iteration 148Q: 3 clusters Score -2.475134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181864 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -24751340.000000 Penalty: 6014.015137
	Iteration 149Q: 3 clusters Score -2.475134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181863 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -24751344.000000 Penalty: 6014.015137
	Iteration 150Q: 3 clusters Score -2.475134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181864 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -24751336.000000 Penalty: 6014.015137
	Iteration 151Q: 3 clusters Score -2.475134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181864 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -24751336.000000 Penalty: 6014.015137
	Iteration 152F: 3 clusters Score -2.475134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Entering Unmasked Estep 
Score: -3827401.000000 Penalty: 2539.952637
	Iteration 0F: 2 clusters Score -3827401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3808121.000000 Penalty: 5079.905273
	Iteration 0F: 3 clusters Score -3808121 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3814718.000000 Penalty: 5079.905273
	Iteration 1F: 3 clusters Score -3814718 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3815259.250000 Penalty: 5079.905273
	Iteration 2Q: 3 clusters Score -3815259 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3816142.000000 Penalty: 5079.905273
	Iteration 3F: 3 clusters Score -3816142 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3817593.250000 Penalty: 5079.905273
	Iteration 4F: 3 clusters Score -3817593 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3819699.500000 Penalty: 5079.905273
	Iteration 5F: 3 clusters Score -3819700 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3821987.250000 Penalty: 5079.905273
	Iteration 6F: 3 clusters Score -3821987 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3824095.750000 Penalty: 5079.905273
	Iteration 7F: 3 clusters Score -3824096 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3825509.750000 Penalty: 5079.905273
	Iteration 8F: 3 clusters Score -3825510 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3826346.500000 Penalty: 5079.905273
	Iteration 9Q: 3 clusters Score -3826346 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3826789.500000 Penalty: 5079.905273
	Iteration 10Q: 3 clusters Score -3826790 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3826992.750000 Penalty: 5079.905273
	Iteration 11Q: 3 clusters Score -3826993 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3827087.500000 Penalty: 5079.905273
	Iteration 12Q: 3 clusters Score -3827088 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3827143.000000 Penalty: 5079.905273
	Iteration 13Q: 3 clusters Score -3827143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3827185.250000 Penalty: 5079.905273
	Iteration 14Q: 3 clusters Score -3827185 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3827206.250000 Penalty: 5079.905273
	Iteration 15Q: 3 clusters Score -3827206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3827232.250000 Penalty: 5079.905273
	Iteration 16Q: 3 clusters Score -3827232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3827239.250000 Penalty: 5079.905273
	Iteration 17Q: 3 clusters Score -3827239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3827240.000000 Penalty: 5079.905273
	Iteration 18Q: 3 clusters Score -3827240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3827236.250000 Penalty: 5079.905273
	Iteration 19Q: 3 clusters Score -3827236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3827242.750000 Penalty: 5079.905273
	Iteration 20F: 3 clusters Score -3827243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3827247.250000 Penalty: 5079.905273
	Iteration 21Q: 3 clusters Score -3827247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3827251.750000 Penalty: 5079.905273
	Iteration 22Q: 3 clusters Score -3827252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3827251.250000 Penalty: 5079.905273
	Iteration 23Q: 3 clusters Score -3827251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3827251.000000 Penalty: 5079.905273
	Iteration 24Q: 3 clusters Score -3827251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3827253.000000 Penalty: 5079.905273
	Iteration 25Q: 3 clusters Score -3827253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3827250.000000 Penalty: 5079.905273
	Iteration 26Q: 3 clusters Score -3827250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3827250.500000 Penalty: 5079.905273
	Iteration 27Q: 3 clusters Score -3827250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3827249.750000 Penalty: 5079.905273
	Iteration 28Q: 3 clusters Score -3827250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3827248.250000 Penalty: 5079.905273
	Iteration 29Q: 3 clusters Score -3827248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3827252.750000 Penalty: 5079.905273
	Iteration 30Q: 3 clusters Score -3827253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3827255.250000 Penalty: 5079.905273
	Iteration 31Q: 3 clusters Score -3827255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3827255.250000 Penalty: 5079.905273
	Iteration 32F: 3 clusters Score -3827255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Entering Unmasked Estep 
Score: -1093664.500000 Penalty: 2242.748535
	Iteration 0F: 2 clusters Score -1093664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1087019.375000 Penalty: 4485.497070
	Iteration 0F: 3 clusters Score -1087019 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1088856.875000 Penalty: 4485.497070
	Iteration 1F: 3 clusters Score -1088857 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1089153.250000 Penalty: 4485.497070
	Iteration 2F: 3 clusters Score -1089153 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1089365.500000 Penalty: 4485.497070
	Iteration 3F: 3 clusters Score -1089366 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1089528.250000 Penalty: 4485.497070
	Iteration 4Q: 3 clusters Score -1089528 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1089690.250000 Penalty: 4485.497070
	Iteration 5Q: 3 clusters Score -1089690 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1089876.500000 Penalty: 4485.497070
	Iteration 6Q: 3 clusters Score -1089876 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1090117.375000 Penalty: 4485.497070
	Iteration 7Q: 3 clusters Score -1090117 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1090406.125000 Penalty: 4485.497070
	Iteration 8Q: 3 clusters Score -1090406 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1090704.375000 Penalty: 4485.497070
	Iteration 9Q: 3 clusters Score -1090704 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1091023.250000 Penalty: 4485.497070
	Iteration 10Q: 3 clusters Score -1091023 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1091293.750000 Penalty: 4485.497070
	Iteration 11Q: 3 clusters Score -1091294 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1091512.250000 Penalty: 4485.497070
	Iteration 12Q: 3 clusters Score -1091512 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1091682.250000 Penalty: 4485.497070
	Iteration 13Q: 3 clusters Score -1091682 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1091809.250000 Penalty: 4485.497070
	Iteration 14Q: 3 clusters Score -1091809 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1091920.000000 Penalty: 4485.497070
	Iteration 15Q: 3 clusters Score -1091920 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1091995.750000 Penalty: 4485.497070
	Iteration 16Q: 3 clusters Score -1091996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1092043.000000 Penalty: 4485.497070
	Iteration 17Q: 3 clusters Score -1092043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1092082.625000 Penalty: 4485.497070
	Iteration 18Q: 3 clusters Score -1092083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1092106.500000 Penalty: 4485.497070
	Iteration 19Q: 3 clusters Score -1092106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1092131.625000 Penalty: 4485.497070
	Iteration 20F: 3 clusters Score -1092132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1092149.500000 Penalty: 4485.497070
	Iteration 21Q: 3 clusters Score -1092150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1092164.250000 Penalty: 4485.497070
	Iteration 22Q: 3 clusters Score -1092164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1092171.375000 Penalty: 4485.497070
	Iteration 23Q: 3 clusters Score -1092171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1092179.625000 Penalty: 4485.497070
	Iteration 24Q: 3 clusters Score -1092180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1092183.375000 Penalty: 4485.497070
	Iteration 25Q: 3 clusters Score -1092183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1092186.875000 Penalty: 4485.497070
	Iteration 26Q: 3 clusters Score -1092187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1092193.750000 Penalty: 4485.497070
	Iteration 27Q: 3 clusters Score -1092194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1092197.000000 Penalty: 4485.497070
	Iteration 28Q: 3 clusters Score -1092197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1092199.750000 Penalty: 4485.497070
	Iteration 29Q: 3 clusters Score -1092200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1092201.125000 Penalty: 4485.497070
	Iteration 30Q: 3 clusters Score -1092201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1092201.625000 Penalty: 4485.497070
	Iteration 31Q: 3 clusters Score -1092202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1092201.625000 Penalty: 4485.497070
	Iteration 32F: 3 clusters Score -1092202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Entering Unmasked Estep 
Score: -412037.312500 Penalty: 1977.171509
	Iteration 0F: 2 clusters Score -412037.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -408830.937500 Penalty: 3954.343018
	Iteration 0F: 3 clusters Score -408830.9 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -409431.656250 Penalty: 3954.343018
	Iteration 1F: 3 clusters Score -409431.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -409563.156250 Penalty: 3954.343018
	Iteration 2F: 3 clusters Score -409563.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -409630.375000 Penalty: 3954.343018
	Iteration 3Q: 3 clusters Score -409630.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -409690.843750 Penalty: 3954.343018
	Iteration 4Q: 3 clusters Score -409690.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -409730.562500 Penalty: 3954.343018
	Iteration 5Q: 3 clusters Score -409730.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -409762.625000 Penalty: 3954.343018
	Iteration 6Q: 3 clusters Score -409762.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -409787.531250 Penalty: 3954.343018
	Iteration 7Q: 3 clusters Score -409787.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -409805.156250 Penalty: 3954.343018
	Iteration 8Q: 3 clusters Score -409805.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -409815.000000 Penalty: 3954.343018
	Iteration 9Q: 3 clusters Score -409815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -409825.718750 Penalty: 3954.343018
	Iteration 10Q: 3 clusters Score -409825.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -409836.187500 Penalty: 3954.343018
	Iteration 11Q: 3 clusters Score -409836.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -409846.718750 Penalty: 3954.343018
	Iteration 12Q: 3 clusters Score -409846.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -409850.500000 Penalty: 3954.343018
	Iteration 13Q: 3 clusters Score -409850.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -409853.781250 Penalty: 3954.343018
	Iteration 14Q: 3 clusters Score -409853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -409856.156250 Penalty: 3954.343018
	Iteration 15Q: 3 clusters Score -409856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -409858.687500 Penalty: 3954.343018
	Iteration 16Q: 3 clusters Score -409858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -409860.562500 Penalty: 3954.343018
	Iteration 17Q: 3 clusters Score -409860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -409862.781250 Penalty: 3954.343018
	Iteration 18Q: 3 clusters Score -409862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -409862.968750 Penalty: 3954.343018
	Iteration 19Q: 3 clusters Score -409863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -409863.500000 Penalty: 3954.343018
	Iteration 20F: 3 clusters Score -409863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -409864.281250 Penalty: 3954.343018
	Iteration 21Q: 3 clusters Score -409864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -409866.187500 Penalty: 3954.343018
	Iteration 22Q: 3 clusters Score -409866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -409868.312500 Penalty: 3954.343018
	Iteration 23Q: 3 clusters Score -409868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -409868.000000 Penalty: 3954.343018
	Iteration 24Q: 3 clusters Score -409868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -409869.250000 Penalty: 3954.343018
	Iteration 25Q: 3 clusters Score -409869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -409870.187500 Penalty: 3954.343018
	Iteration 26Q: 3 clusters Score -409870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -409870.437500 Penalty: 3954.343018
	Iteration 27Q: 3 clusters Score -409870.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -409870.437500 Penalty: 3954.343018
	Iteration 28F: 3 clusters Score -409870.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (188938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188938 members 
Entering Unmasked Estep 
Score: -25293048.000000 Penalty: 3012.995117
	Iteration 0F: 2 clusters Score -2.529305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 94200 members 
Entering Unmasked Estep 
Score: -25171238.000000 Penalty: 6025.990234
	Iteration 0F: 3 clusters Score -2.517124e+07 nChanged 90929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98879 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -25226012.000000 Penalty: 6025.990234
	Iteration 1F: 3 clusters Score -2.522601e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102547 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -25229180.000000 Penalty: 6025.990234
	Iteration 2Q: 3 clusters Score -2.522918e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108145 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -25234588.000000 Penalty: 6025.990234
	Iteration 3F: 3 clusters Score -2.523459e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -25243318.000000 Penalty: 6025.990234
	Iteration 4F: 3 clusters Score -2.524332e+07 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -25255108.000000 Penalty: 6025.990234
	Iteration 5F: 3 clusters Score -2.525511e+07 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136525 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -25267554.000000 Penalty: 6025.990234
	Iteration 6F: 3 clusters Score -2.526755e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144224 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -25277120.000000 Penalty: 6025.990234
	Iteration 7F: 3 clusters Score -2.527712e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149235 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -25282346.000000 Penalty: 6025.990234
	Iteration 8Q: 3 clusters Score -2.528235e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152620 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -25284716.000000 Penalty: 6025.990234
	Iteration 9Q: 3 clusters Score -2.528472e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155483 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -25286016.000000 Penalty: 6025.990234
	Iteration 10Q: 3 clusters Score -2.528602e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -25287198.000000 Penalty: 6025.990234
	Iteration 11Q: 3 clusters Score -2.52872e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160560 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -25288132.000000 Penalty: 6025.990234
	Iteration 12Q: 3 clusters Score -2.528813e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162968 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -25289030.000000 Penalty: 6025.990234
	Iteration 13Q: 3 clusters Score -2.528903e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165214 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -25289554.000000 Penalty: 6025.990234
	Iteration 14Q: 3 clusters Score -2.528955e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167261 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -25290212.000000 Penalty: 6025.990234
	Iteration 15Q: 3 clusters Score -2.529021e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169103 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -25290638.000000 Penalty: 6025.990234
	Iteration 16Q: 3 clusters Score -2.529064e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170777 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -25290964.000000 Penalty: 6025.990234
	Iteration 17Q: 3 clusters Score -2.529096e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172256 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -25291276.000000 Penalty: 6025.990234
	Iteration 18Q: 3 clusters Score -2.529128e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173600 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -25291510.000000 Penalty: 6025.990234
	Iteration 19Q: 3 clusters Score -2.529151e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174820 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -25291796.000000 Penalty: 6025.990234
	Iteration 20F: 3 clusters Score -2.52918e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175944 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -25292180.000000 Penalty: 6025.990234
	Iteration 21Q: 3 clusters Score -2.529218e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176992 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -25292288.000000 Penalty: 6025.990234
	Iteration 22Q: 3 clusters Score -2.529229e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177956 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -25292420.000000 Penalty: 6025.990234
	Iteration 23Q: 3 clusters Score -2.529242e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178817 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -25292542.000000 Penalty: 6025.990234
	Iteration 24Q: 3 clusters Score -2.529254e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179556 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -25292604.000000 Penalty: 6025.990234
	Iteration 25Q: 3 clusters Score -2.52926e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180182 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -25292726.000000 Penalty: 6025.990234
	Iteration 26Q: 3 clusters Score -2.529273e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180724 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -25292772.000000 Penalty: 6025.990234
	Iteration 27Q: 3 clusters Score -2.529277e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181213 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -25292826.000000 Penalty: 6025.990234
	Iteration 28Q: 3 clusters Score -2.529283e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181629 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -25292894.000000 Penalty: 6025.990234
	Iteration 29Q: 3 clusters Score -2.529289e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181981 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -25292968.000000 Penalty: 6025.990234
	Iteration 30Q: 3 clusters Score -2.529297e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182301 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -25293074.000000 Penalty: 6025.990234
	Iteration 31Q: 3 clusters Score -2.529307e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182577 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -25293090.000000 Penalty: 6025.990234
	Iteration 32Q: 3 clusters Score -2.529309e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182800 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -25293050.000000 Penalty: 6025.990234
	Iteration 33Q: 3 clusters Score -2.529305e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183007 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -25293116.000000 Penalty: 6025.990234
	Iteration 34Q: 3 clusters Score -2.529312e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183180 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -25293194.000000 Penalty: 6025.990234
	Iteration 35Q: 3 clusters Score -2.529319e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183349 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -25293170.000000 Penalty: 6025.990234
	Iteration 36Q: 3 clusters Score -2.529317e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -25293252.000000 Penalty: 6025.990234
	Iteration 37Q: 3 clusters Score -2.529325e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183632 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -25293302.000000 Penalty: 6025.990234
	Iteration 38Q: 3 clusters Score -2.52933e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183756 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -25293318.000000 Penalty: 6025.990234
	Iteration 39Q: 3 clusters Score -2.529332e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183872 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -25293394.000000 Penalty: 6025.990234
	Iteration 40F: 3 clusters Score -2.529339e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183958 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -25293454.000000 Penalty: 6025.990234
	Iteration 41Q: 3 clusters Score -2.529345e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184040 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -25293494.000000 Penalty: 6025.990234
	Iteration 42Q: 3 clusters Score -2.529349e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -25293568.000000 Penalty: 6025.990234
	Iteration 43Q: 3 clusters Score -2.529357e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -25293632.000000 Penalty: 6025.990234
	Iteration 44Q: 3 clusters Score -2.529363e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184232 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -25293700.000000 Penalty: 6025.990234
	Iteration 45Q: 3 clusters Score -2.52937e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184256 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -25293714.000000 Penalty: 6025.990234
	Iteration 46Q: 3 clusters Score -2.529371e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184259 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -25293720.000000 Penalty: 6025.990234
	Iteration 47Q: 3 clusters Score -2.529372e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184249 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -25293784.000000 Penalty: 6025.990234
	Iteration 48Q: 3 clusters Score -2.529378e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184252 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -25293784.000000 Penalty: 6025.990234
	Iteration 49Q: 3 clusters Score -2.529378e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184260 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -25293782.000000 Penalty: 6025.990234
	Iteration 50Q: 3 clusters Score -2.529378e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184255 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -25293818.000000 Penalty: 6025.990234
	Iteration 51Q: 3 clusters Score -2.529382e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -25293788.000000 Penalty: 6025.990234
	Iteration 52Q: 3 clusters Score -2.529379e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184219 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -25293766.000000 Penalty: 6025.990234
	Iteration 53Q: 3 clusters Score -2.529377e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184210 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -25293812.000000 Penalty: 6025.990234
	Iteration 54Q: 3 clusters Score -2.529381e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184193 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -25293780.000000 Penalty: 6025.990234
	Iteration 55Q: 3 clusters Score -2.529378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184188 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -25293792.000000 Penalty: 6025.990234
	Iteration 56Q: 3 clusters Score -2.529379e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184187 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -25293836.000000 Penalty: 6025.990234
	Iteration 57Q: 3 clusters Score -2.529384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184188 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -25293824.000000 Penalty: 6025.990234
	Iteration 58Q: 3 clusters Score -2.529382e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184186 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -25293862.000000 Penalty: 6025.990234
	Iteration 59Q: 3 clusters Score -2.529386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -25293870.000000 Penalty: 6025.990234
	Iteration 60F: 3 clusters Score -2.529387e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184188 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -25293880.000000 Penalty: 6025.990234
	Iteration 61Q: 3 clusters Score -2.529388e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -25293868.000000 Penalty: 6025.990234
	Iteration 62Q: 3 clusters Score -2.529387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184186 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -25293884.000000 Penalty: 6025.990234
	Iteration 63Q: 3 clusters Score -2.529388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184188 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -25293894.000000 Penalty: 6025.990234
	Iteration 64Q: 3 clusters Score -2.529389e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184185 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -25293886.000000 Penalty: 6025.990234
	Iteration 65Q: 3 clusters Score -2.529389e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184174 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -25293886.000000 Penalty: 6025.990234
	Iteration 66Q: 3 clusters Score -2.529389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184172 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -25293886.000000 Penalty: 6025.990234
	Iteration 67Q: 3 clusters Score -2.529389e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184171 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -25293888.000000 Penalty: 6025.990234
	Iteration 68Q: 3 clusters Score -2.529389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184169 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -25293878.000000 Penalty: 6025.990234
	Iteration 69Q: 3 clusters Score -2.529388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184163 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -25293860.000000 Penalty: 6025.990234
	Iteration 70Q: 3 clusters Score -2.529386e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184153 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -25293842.000000 Penalty: 6025.990234
	Iteration 71Q: 3 clusters Score -2.529384e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -25293852.000000 Penalty: 6025.990234
	Iteration 72Q: 3 clusters Score -2.529385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184146 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -25293832.000000 Penalty: 6025.990234
	Iteration 73Q: 3 clusters Score -2.529383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184143 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -25293862.000000 Penalty: 6025.990234
	Iteration 74Q: 3 clusters Score -2.529386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -25293850.000000 Penalty: 6025.990234
	Iteration 75Q: 3 clusters Score -2.529385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -25293840.000000 Penalty: 6025.990234
	Iteration 76Q: 3 clusters Score -2.529384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184138 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -25293850.000000 Penalty: 6025.990234
	Iteration 77Q: 3 clusters Score -2.529385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184141 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -25293862.000000 Penalty: 6025.990234
	Iteration 78Q: 3 clusters Score -2.529386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184144 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -25293866.000000 Penalty: 6025.990234
	Iteration 79Q: 3 clusters Score -2.529387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -25293852.000000 Penalty: 6025.990234
	Iteration 80F: 3 clusters Score -2.529385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184147 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -25293864.000000 Penalty: 6025.990234
	Iteration 81Q: 3 clusters Score -2.529386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184148 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -25293872.000000 Penalty: 6025.990234
	Iteration 82Q: 3 clusters Score -2.529387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -25293864.000000 Penalty: 6025.990234
	Iteration 83Q: 3 clusters Score -2.529386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -25293872.000000 Penalty: 6025.990234
	Iteration 84Q: 3 clusters Score -2.529387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184143 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -25293882.000000 Penalty: 6025.990234
	Iteration 85Q: 3 clusters Score -2.529388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184139 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -25293866.000000 Penalty: 6025.990234
	Iteration 86Q: 3 clusters Score -2.529387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184138 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -25293860.000000 Penalty: 6025.990234
	Iteration 87Q: 3 clusters Score -2.529386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184141 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -25293856.000000 Penalty: 6025.990234
	Iteration 88Q: 3 clusters Score -2.529386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -25293866.000000 Penalty: 6025.990234
	Iteration 89Q: 3 clusters Score -2.529387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184147 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -25293874.000000 Penalty: 6025.990234
	Iteration 90Q: 3 clusters Score -2.529387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184146 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -25293880.000000 Penalty: 6025.990234
	Iteration 91Q: 3 clusters Score -2.529388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184146 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -25293882.000000 Penalty: 6025.990234
	Iteration 92Q: 3 clusters Score -2.529388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184147 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -25293880.000000 Penalty: 6025.990234
	Iteration 93Q: 3 clusters Score -2.529388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184144 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -25293868.000000 Penalty: 6025.990234
	Iteration 94Q: 3 clusters Score -2.529387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184143 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -25293868.000000 Penalty: 6025.990234
	Iteration 95Q: 3 clusters Score -2.529387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184144 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -25293868.000000 Penalty: 6025.990234
	Iteration 96Q: 3 clusters Score -2.529387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -25293876.000000 Penalty: 6025.990234
	Iteration 97Q: 3 clusters Score -2.529388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184146 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -25293878.000000 Penalty: 6025.990234
	Iteration 98Q: 3 clusters Score -2.529388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -25293864.000000 Penalty: 6025.990234
	Iteration 99Q: 3 clusters Score -2.529386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -25293872.000000 Penalty: 6025.990234
	Iteration 100F: 3 clusters Score -2.529387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184143 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -25293880.000000 Penalty: 6025.990234
	Iteration 101Q: 3 clusters Score -2.529388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184143 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -25293870.000000 Penalty: 6025.990234
	Iteration 102Q: 3 clusters Score -2.529387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -25293872.000000 Penalty: 6025.990234
	Iteration 103Q: 3 clusters Score -2.529387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -25293872.000000 Penalty: 6025.990234
	Iteration 104F: 3 clusters Score -2.529387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184431 members 
Mstep: Class 2 contains 28050 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 184145 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 14524 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 198134 members 
Mstep: Class 18 contains 28959 members 
Mstep: Class 19 contains 206995 members 
Mstep: Class 20 contains 40289 members 
Mstep: Class 22 contains 171089 members 
Entering Unmasked Estep 
Score: -144328096.000000 Penalty: 58630.867188
Splitting cluster 6 changes total score from -144328000.000000 to -144328096.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -362904.187500 Penalty: 1994.270508
	Iteration 0F: 2 clusters Score -362904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -359652.812500 Penalty: 3988.541016
	Iteration 0F: 3 clusters Score -359652.8 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -361570.687500 Penalty: 3988.541016
	Iteration 1F: 3 clusters Score -361570.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -363862.281250 Penalty: 3988.541016
	Iteration 2F: 3 clusters Score -363862.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -365273.781250 Penalty: 3988.541016
	Iteration 3F: 3 clusters Score -365273.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -366227.906250 Penalty: 3988.541016
	Iteration 4F: 3 clusters Score -366227.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -366790.218750 Penalty: 3988.541016
	Iteration 5F: 3 clusters Score -366790.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -367098.062500 Penalty: 3988.541016
	Iteration 6Q: 3 clusters Score -367098.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -367376.875000 Penalty: 3988.541016
	Iteration 7Q: 3 clusters Score -367376.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -367542.812500 Penalty: 3988.541016
	Iteration 8Q: 3 clusters Score -367542.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -367633.343750 Penalty: 3988.541016
	Iteration 9Q: 3 clusters Score -367633.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -367700.781250 Penalty: 3988.541016
	Iteration 10Q: 3 clusters Score -367700.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -367725.281250 Penalty: 3988.541016
	Iteration 11Q: 3 clusters Score -367725.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -367739.343750 Penalty: 3988.541016
	Iteration 12Q: 3 clusters Score -367739.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -367749.906250 Penalty: 3988.541016
	Iteration 13Q: 3 clusters Score -367749.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -367754.093750 Penalty: 3988.541016
	Iteration 14Q: 3 clusters Score -367754.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -367759.875000 Penalty: 3988.541016
	Iteration 15Q: 3 clusters Score -367759.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -367765.656250 Penalty: 3988.541016
	Iteration 16Q: 3 clusters Score -367765.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -367769.156250 Penalty: 3988.541016
	Iteration 17Q: 3 clusters Score -367769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -367773.968750 Penalty: 3988.541016
	Iteration 18Q: 3 clusters Score -367774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -367777.562500 Penalty: 3988.541016
	Iteration 19Q: 3 clusters Score -367777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -367785.156250 Penalty: 3988.541016
	Iteration 20F: 3 clusters Score -367785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -367791.093750 Penalty: 3988.541016
	Iteration 21Q: 3 clusters Score -367791.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -367798.000000 Penalty: 3988.541016
	Iteration 22Q: 3 clusters Score -367798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -367803.187500 Penalty: 3988.541016
	Iteration 23Q: 3 clusters Score -367803.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -367811.062500 Penalty: 3988.541016
	Iteration 24Q: 3 clusters Score -367811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -367819.656250 Penalty: 3988.541016
	Iteration 25Q: 3 clusters Score -367819.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -367834.312500 Penalty: 3988.541016
	Iteration 26Q: 3 clusters Score -367834.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -367849.375000 Penalty: 3988.541016
	Iteration 27Q: 3 clusters Score -367849.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -367871.468750 Penalty: 3988.541016
	Iteration 28Q: 3 clusters Score -367871.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -367886.500000 Penalty: 3988.541016
	Iteration 29Q: 3 clusters Score -367886.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -367896.593750 Penalty: 3988.541016
	Iteration 30Q: 3 clusters Score -367896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -367903.312500 Penalty: 3988.541016
	Iteration 31Q: 3 clusters Score -367903.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -367912.156250 Penalty: 3988.541016
	Iteration 32Q: 3 clusters Score -367912.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -367922.031250 Penalty: 3988.541016
	Iteration 33Q: 3 clusters Score -367922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -367926.781250 Penalty: 3988.541016
	Iteration 34Q: 3 clusters Score -367926.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -367932.187500 Penalty: 3988.541016
	Iteration 35Q: 3 clusters Score -367932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -367938.281250 Penalty: 3988.541016
	Iteration 36Q: 3 clusters Score -367938.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -367942.468750 Penalty: 3988.541016
	Iteration 37Q: 3 clusters Score -367942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -367946.750000 Penalty: 3988.541016
	Iteration 38Q: 3 clusters Score -367946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -367950.500000 Penalty: 3988.541016
	Iteration 39Q: 3 clusters Score -367950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -367955.031250 Penalty: 3988.541016
	Iteration 40F: 3 clusters Score -367955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -367957.125000 Penalty: 3988.541016
	Iteration 41Q: 3 clusters Score -367957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -367957.906250 Penalty: 3988.541016
	Iteration 42Q: 3 clusters Score -367957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -367957.906250 Penalty: 3988.541016
	Iteration 43F: 3 clusters Score -367957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184431 members 
Mstep: Class 2 contains 28050 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 184145 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 14524 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 198134 members 
Mstep: Class 18 contains 28959 members 
Mstep: Class 19 contains 206995 members 
Mstep: Class 20 contains 40289 members 
Mstep: Class 22 contains 171089 members 
Entering Unmasked Estep 
Score: -144331584.000000 Penalty: 62079.742188
Splitting cluster 8 changes total score from -144328000.000000 to -144331584.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 9 (2658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Entering Unmasked Estep 
Score: -336899.437500 Penalty: 1955.561646
	Iteration 0F: 2 clusters Score -336899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -333869.125000 Penalty: 3911.123291
	Iteration 0F: 3 clusters Score -333869.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -334462.250000 Penalty: 3911.123291
	Iteration 1F: 3 clusters Score -334462.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -334649.156250 Penalty: 3911.123291
	Iteration 2F: 3 clusters Score -334649.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -334781.968750 Penalty: 3911.123291
	Iteration 3Q: 3 clusters Score -334782 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -334917.281250 Penalty: 3911.123291
	Iteration 4Q: 3 clusters Score -334917.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -335042.093750 Penalty: 3911.123291
	Iteration 5Q: 3 clusters Score -335042.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -335184.093750 Penalty: 3911.123291
	Iteration 6Q: 3 clusters Score -335184.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -335368.250000 Penalty: 3911.123291
	Iteration 7F: 3 clusters Score -335368.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -335587.218750 Penalty: 3911.123291
	Iteration 8F: 3 clusters Score -335587.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -335775.468750 Penalty: 3911.123291
	Iteration 9Q: 3 clusters Score -335775.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -335952.843750 Penalty: 3911.123291
	Iteration 10Q: 3 clusters Score -335952.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -336065.250000 Penalty: 3911.123291
	Iteration 11Q: 3 clusters Score -336065.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -336163.343750 Penalty: 3911.123291
	Iteration 12Q: 3 clusters Score -336163.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -336230.062500 Penalty: 3911.123291
	Iteration 13Q: 3 clusters Score -336230.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -336254.687500 Penalty: 3911.123291
	Iteration 14Q: 3 clusters Score -336254.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -336267.250000 Penalty: 3911.123291
	Iteration 15Q: 3 clusters Score -336267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -336273.156250 Penalty: 3911.123291
	Iteration 16Q: 3 clusters Score -336273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -336277.812500 Penalty: 3911.123291
	Iteration 17Q: 3 clusters Score -336277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -336285.187500 Penalty: 3911.123291
	Iteration 18Q: 3 clusters Score -336285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -336288.687500 Penalty: 3911.123291
	Iteration 19Q: 3 clusters Score -336288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -336291.343750 Penalty: 3911.123291
	Iteration 20F: 3 clusters Score -336291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -336293.062500 Penalty: 3911.123291
	Iteration 21Q: 3 clusters Score -336293.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -336293.062500 Penalty: 3911.123291
	Iteration 22F: 3 clusters Score -336293.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Entering Unmasked Estep 
Score: -1384502.250000 Penalty: 2288.198730
	Iteration 0F: 2 clusters Score -1384502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1376679.875000 Penalty: 4576.397461
	Iteration 0F: 3 clusters Score -1376680 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1378898.125000 Penalty: 4576.397461
	Iteration 1F: 3 clusters Score -1378898 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1379206.000000 Penalty: 4576.397461
	Iteration 2F: 3 clusters Score -1379206 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1379472.000000 Penalty: 4576.397461
	Iteration 3Q: 3 clusters Score -1379472 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1379729.000000 Penalty: 4576.397461
	Iteration 4Q: 3 clusters Score -1379729 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1379999.000000 Penalty: 4576.397461
	Iteration 5Q: 3 clusters Score -1379999 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1380287.625000 Penalty: 4576.397461
	Iteration 6Q: 3 clusters Score -1380288 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1380600.125000 Penalty: 4576.397461
	Iteration 7Q: 3 clusters Score -1380600 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1380889.250000 Penalty: 4576.397461
	Iteration 8F: 3 clusters Score -1380889 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1381165.500000 Penalty: 4576.397461
	Iteration 9Q: 3 clusters Score -1381166 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1381426.625000 Penalty: 4576.397461
	Iteration 10Q: 3 clusters Score -1381427 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1381673.500000 Penalty: 4576.397461
	Iteration 11Q: 3 clusters Score -1381674 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1381933.375000 Penalty: 4576.397461
	Iteration 12Q: 3 clusters Score -1381933 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1382157.375000 Penalty: 4576.397461
	Iteration 13Q: 3 clusters Score -1382157 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1382372.125000 Penalty: 4576.397461
	Iteration 14Q: 3 clusters Score -1382372 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1382572.375000 Penalty: 4576.397461
	Iteration 15Q: 3 clusters Score -1382572 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1382735.250000 Penalty: 4576.397461
	Iteration 16Q: 3 clusters Score -1382735 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1382883.625000 Penalty: 4576.397461
	Iteration 17Q: 3 clusters Score -1382884 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1382987.250000 Penalty: 4576.397461
	Iteration 18Q: 3 clusters Score -1382987 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1383099.250000 Penalty: 4576.397461
	Iteration 19Q: 3 clusters Score -1383099 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1383190.125000 Penalty: 4576.397461
	Iteration 20F: 3 clusters Score -1383190 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1383261.500000 Penalty: 4576.397461
	Iteration 21Q: 3 clusters Score -1383262 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1383327.750000 Penalty: 4576.397461
	Iteration 22Q: 3 clusters Score -1383328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1383372.250000 Penalty: 4576.397461
	Iteration 23Q: 3 clusters Score -1383372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1383418.750000 Penalty: 4576.397461
	Iteration 24Q: 3 clusters Score -1383419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1383470.375000 Penalty: 4576.397461
	Iteration 25Q: 3 clusters Score -1383470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1383506.000000 Penalty: 4576.397461
	Iteration 26Q: 3 clusters Score -1383506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1383530.250000 Penalty: 4576.397461
	Iteration 27Q: 3 clusters Score -1383530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1383545.250000 Penalty: 4576.397461
	Iteration 28Q: 3 clusters Score -1383545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1383558.625000 Penalty: 4576.397461
	Iteration 29Q: 3 clusters Score -1383559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1383569.250000 Penalty: 4576.397461
	Iteration 30Q: 3 clusters Score -1383569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1383582.750000 Penalty: 4576.397461
	Iteration 31Q: 3 clusters Score -1383583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1383589.750000 Penalty: 4576.397461
	Iteration 32Q: 3 clusters Score -1383590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1383600.625000 Penalty: 4576.397461
	Iteration 33Q: 3 clusters Score -1383601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1383608.500000 Penalty: 4576.397461
	Iteration 34Q: 3 clusters Score -1383608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1383616.750000 Penalty: 4576.397461
	Iteration 35Q: 3 clusters Score -1383617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1383624.125000 Penalty: 4576.397461
	Iteration 36Q: 3 clusters Score -1383624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1383630.750000 Penalty: 4576.397461
	Iteration 37Q: 3 clusters Score -1383631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1383638.625000 Penalty: 4576.397461
	Iteration 38Q: 3 clusters Score -1383639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1383647.875000 Penalty: 4576.397461
	Iteration 39Q: 3 clusters Score -1383648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1383652.250000 Penalty: 4576.397461
	Iteration 40F: 3 clusters Score -1383652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1383656.375000 Penalty: 4576.397461
	Iteration 41Q: 3 clusters Score -1383656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1383660.750000 Penalty: 4576.397461
	Iteration 42Q: 3 clusters Score -1383661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1383662.625000 Penalty: 4576.397461
	Iteration 43Q: 3 clusters Score -1383663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1383665.875000 Penalty: 4576.397461
	Iteration 44Q: 3 clusters Score -1383666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1383667.750000 Penalty: 4576.397461
	Iteration 45Q: 3 clusters Score -1383668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1383668.125000 Penalty: 4576.397461
	Iteration 46Q: 3 clusters Score -1383668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1383666.250000 Penalty: 4576.397461
	Iteration 47Q: 3 clusters Score -1383666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1383666.250000 Penalty: 4576.397461
	Iteration 48F: 3 clusters Score -1383666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Entering Unmasked Estep 
Score: -1930973.875000 Penalty: 2376.722412
	Iteration 0F: 2 clusters Score -1930974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1920503.500000 Penalty: 4753.444824
	Iteration 0F: 3 clusters Score -1920504 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1923819.250000 Penalty: 4753.444824
	Iteration 1F: 3 clusters Score -1923819 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1924198.125000 Penalty: 4753.444824
	Iteration 2F: 3 clusters Score -1924198 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1924486.875000 Penalty: 4753.444824
	Iteration 3Q: 3 clusters Score -1924487 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1924723.875000 Penalty: 4753.444824
	Iteration 4Q: 3 clusters Score -1924724 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1924899.750000 Penalty: 4753.444824
	Iteration 5Q: 3 clusters Score -1924900 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1925059.875000 Penalty: 4753.444824
	Iteration 6Q: 3 clusters Score -1925060 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1925212.625000 Penalty: 4753.444824
	Iteration 7Q: 3 clusters Score -1925213 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1925324.375000 Penalty: 4753.444824
	Iteration 8Q: 3 clusters Score -1925324 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1925419.375000 Penalty: 4753.444824
	Iteration 9Q: 3 clusters Score -1925419 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1925515.625000 Penalty: 4753.444824
	Iteration 10Q: 3 clusters Score -1925516 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1925610.750000 Penalty: 4753.444824
	Iteration 11Q: 3 clusters Score -1925611 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1925713.375000 Penalty: 4753.444824
	Iteration 12Q: 3 clusters Score -1925713 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1925821.250000 Penalty: 4753.444824
	Iteration 13Q: 3 clusters Score -1925821 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1925927.625000 Penalty: 4753.444824
	Iteration 14Q: 3 clusters Score -1925928 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1926046.125000 Penalty: 4753.444824
	Iteration 15Q: 3 clusters Score -1926046 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1926168.125000 Penalty: 4753.444824
	Iteration 16Q: 3 clusters Score -1926168 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1926304.375000 Penalty: 4753.444824
	Iteration 17Q: 3 clusters Score -1926304 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1926464.375000 Penalty: 4753.444824
	Iteration 18Q: 3 clusters Score -1926464 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1926637.500000 Penalty: 4753.444824
	Iteration 19Q: 3 clusters Score -1926638 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1926824.000000 Penalty: 4753.444824
	Iteration 20F: 3 clusters Score -1926824 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1927013.000000 Penalty: 4753.444824
	Iteration 21Q: 3 clusters Score -1927013 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1927211.625000 Penalty: 4753.444824
	Iteration 22Q: 3 clusters Score -1927212 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1927403.250000 Penalty: 4753.444824
	Iteration 23Q: 3 clusters Score -1927403 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1927621.500000 Penalty: 4753.444824
	Iteration 24Q: 3 clusters Score -1927622 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1927874.000000 Penalty: 4753.444824
	Iteration 25Q: 3 clusters Score -1927874 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1928135.125000 Penalty: 4753.444824
	Iteration 26Q: 3 clusters Score -1928135 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1928437.250000 Penalty: 4753.444824
	Iteration 27Q: 3 clusters Score -1928437 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1928685.250000 Penalty: 4753.444824
	Iteration 28Q: 3 clusters Score -1928685 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1928851.750000 Penalty: 4753.444824
	Iteration 29Q: 3 clusters Score -1928852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1928944.875000 Penalty: 4753.444824
	Iteration 30Q: 3 clusters Score -1928945 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1928994.875000 Penalty: 4753.444824
	Iteration 31Q: 3 clusters Score -1928995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1929039.375000 Penalty: 4753.444824
	Iteration 32Q: 3 clusters Score -1929039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1929068.625000 Penalty: 4753.444824
	Iteration 33Q: 3 clusters Score -1929069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1929088.125000 Penalty: 4753.444824
	Iteration 34Q: 3 clusters Score -1929088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1929099.000000 Penalty: 4753.444824
	Iteration 35Q: 3 clusters Score -1929099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1929107.875000 Penalty: 4753.444824
	Iteration 36Q: 3 clusters Score -1929108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1929114.875000 Penalty: 4753.444824
	Iteration 37Q: 3 clusters Score -1929115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1929123.875000 Penalty: 4753.444824
	Iteration 38Q: 3 clusters Score -1929124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1929126.250000 Penalty: 4753.444824
	Iteration 39Q: 3 clusters Score -1929126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1929123.750000 Penalty: 4753.444824
	Iteration 40F: 3 clusters Score -1929124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1929122.625000 Penalty: 4753.444824
	Iteration 41Q: 3 clusters Score -1929123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1929123.250000 Penalty: 4753.444824
	Iteration 42Q: 3 clusters Score -1929123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1929124.500000 Penalty: 4753.444824
	Iteration 43Q: 3 clusters Score -1929124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1929124.500000 Penalty: 4753.444824
	Iteration 44F: 3 clusters Score -1929124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -348183.500000 Penalty: 1940.660889
	Iteration 0F: 2 clusters Score -348183.5 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 1269 members 
Entering Unmasked Estep 
Score: -345223.843750 Penalty: 3881.321777
	Iteration 0F: 3 clusters Score -345223.8 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -345746.406250 Penalty: 3881.321777
	Iteration 1F: 3 clusters Score -345746.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -345869.906250 Penalty: 3881.321777
	Iteration 2F: 3 clusters Score -345869.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -345942.718750 Penalty: 3881.321777
	Iteration 3Q: 3 clusters Score -345942.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -345974.468750 Penalty: 3881.321777
	Iteration 4Q: 3 clusters Score -345974.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -345994.906250 Penalty: 3881.321777
	Iteration 5Q: 3 clusters Score -345994.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -346012.406250 Penalty: 3881.321777
	Iteration 6Q: 3 clusters Score -346012.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -346026.750000 Penalty: 3881.321777
	Iteration 7Q: 3 clusters Score -346026.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -346040.062500 Penalty: 3881.321777
	Iteration 8Q: 3 clusters Score -346040.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -346049.531250 Penalty: 3881.321777
	Iteration 9Q: 3 clusters Score -346049.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -346058.656250 Penalty: 3881.321777
	Iteration 10Q: 3 clusters Score -346058.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -346065.531250 Penalty: 3881.321777
	Iteration 11Q: 3 clusters Score -346065.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -346068.312500 Penalty: 3881.321777
	Iteration 12Q: 3 clusters Score -346068.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -346070.125000 Penalty: 3881.321777
	Iteration 13Q: 3 clusters Score -346070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -346072.812500 Penalty: 3881.321777
	Iteration 14Q: 3 clusters Score -346072.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -346078.875000 Penalty: 3881.321777
	Iteration 15Q: 3 clusters Score -346078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -346084.531250 Penalty: 3881.321777
	Iteration 16Q: 3 clusters Score -346084.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -346088.500000 Penalty: 3881.321777
	Iteration 17Q: 3 clusters Score -346088.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -346092.031250 Penalty: 3881.321777
	Iteration 18Q: 3 clusters Score -346092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -346095.812500 Penalty: 3881.321777
	Iteration 19Q: 3 clusters Score -346095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -346102.281250 Penalty: 3881.321777
	Iteration 20F: 3 clusters Score -346102.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -346107.218750 Penalty: 3881.321777
	Iteration 21Q: 3 clusters Score -346107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -346112.937500 Penalty: 3881.321777
	Iteration 22Q: 3 clusters Score -346112.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -346118.500000 Penalty: 3881.321777
	Iteration 23Q: 3 clusters Score -346118.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -346124.093750 Penalty: 3881.321777
	Iteration 24Q: 3 clusters Score -346124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -346127.437500 Penalty: 3881.321777
	Iteration 25Q: 3 clusters Score -346127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -346128.156250 Penalty: 3881.321777
	Iteration 26Q: 3 clusters Score -346128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -346128.343750 Penalty: 3881.321777
	Iteration 27Q: 3 clusters Score -346128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -346128.468750 Penalty: 3881.321777
	Iteration 28Q: 3 clusters Score -346128.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -346128.468750 Penalty: 3881.321777
	Iteration 29F: 3 clusters Score -346128.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Entering Unmasked Estep 
Score: -540300.250000 Penalty: 2075.608398
	Iteration 0F: 2 clusters Score -540300.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -536238.562500 Penalty: 4151.216797
	Iteration 0F: 3 clusters Score -536238.6 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -537348.062500 Penalty: 4151.216797
	Iteration 1F: 3 clusters Score -537348.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -537742.437500 Penalty: 4151.216797
	Iteration 2F: 3 clusters Score -537742.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -538063.500000 Penalty: 4151.216797
	Iteration 3F: 3 clusters Score -538063.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -538284.125000 Penalty: 4151.216797
	Iteration 4F: 3 clusters Score -538284.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -538416.750000 Penalty: 4151.216797
	Iteration 5Q: 3 clusters Score -538416.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -538526.312500 Penalty: 4151.216797
	Iteration 6Q: 3 clusters Score -538526.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -538626.125000 Penalty: 4151.216797
	Iteration 7Q: 3 clusters Score -538626.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -538727.312500 Penalty: 4151.216797
	Iteration 8Q: 3 clusters Score -538727.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -538808.562500 Penalty: 4151.216797
	Iteration 9Q: 3 clusters Score -538808.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -538858.500000 Penalty: 4151.216797
	Iteration 10Q: 3 clusters Score -538858.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -538905.750000 Penalty: 4151.216797
	Iteration 11Q: 3 clusters Score -538905.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -538952.000000 Penalty: 4151.216797
	Iteration 12Q: 3 clusters Score -538952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -539006.562500 Penalty: 4151.216797
	Iteration 13Q: 3 clusters Score -539006.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -539054.500000 Penalty: 4151.216797
	Iteration 14Q: 3 clusters Score -539054.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -539107.375000 Penalty: 4151.216797
	Iteration 15Q: 3 clusters Score -539107.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -539166.000000 Penalty: 4151.216797
	Iteration 16Q: 3 clusters Score -539166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -539233.250000 Penalty: 4151.216797
	Iteration 17Q: 3 clusters Score -539233.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -539280.625000 Penalty: 4151.216797
	Iteration 18Q: 3 clusters Score -539280.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -539307.750000 Penalty: 4151.216797
	Iteration 19Q: 3 clusters Score -539307.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -539327.812500 Penalty: 4151.216797
	Iteration 20F: 3 clusters Score -539327.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -539348.000000 Penalty: 4151.216797
	Iteration 21Q: 3 clusters Score -539348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -539373.250000 Penalty: 4151.216797
	Iteration 22Q: 3 clusters Score -539373.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -539408.125000 Penalty: 4151.216797
	Iteration 23Q: 3 clusters Score -539408.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -539449.125000 Penalty: 4151.216797
	Iteration 24Q: 3 clusters Score -539449.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -539498.437500 Penalty: 4151.216797
	Iteration 25Q: 3 clusters Score -539498.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -539568.312500 Penalty: 4151.216797
	Iteration 26Q: 3 clusters Score -539568.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -539642.000000 Penalty: 4151.216797
	Iteration 27Q: 3 clusters Score -539642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -539768.000000 Penalty: 4151.216797
	Iteration 28Q: 3 clusters Score -539768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -539892.562500 Penalty: 4151.216797
	Iteration 29Q: 3 clusters Score -539892.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -540017.187500 Penalty: 4151.216797
	Iteration 30Q: 3 clusters Score -540017.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -540189.187500 Penalty: 4151.216797
	Iteration 31Q: 3 clusters Score -540189.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -540288.687500 Penalty: 4151.216797
	Iteration 32Q: 3 clusters Score -540288.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -540338.000000 Penalty: 4151.216797
	Iteration 33Q: 3 clusters Score -540338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -540387.250000 Penalty: 4151.216797
	Iteration 34Q: 3 clusters Score -540387.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -540427.000000 Penalty: 4151.216797
	Iteration 35Q: 3 clusters Score -540427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -540464.062500 Penalty: 4151.216797
	Iteration 36Q: 3 clusters Score -540464.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -540501.312500 Penalty: 4151.216797
	Iteration 37Q: 3 clusters Score -540501.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -540530.375000 Penalty: 4151.216797
	Iteration 38Q: 3 clusters Score -540530.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -540548.000000 Penalty: 4151.216797
	Iteration 39Q: 3 clusters Score -540548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -540576.875000 Penalty: 4151.216797
	Iteration 40F: 3 clusters Score -540576.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -540613.875000 Penalty: 4151.216797
	Iteration 41Q: 3 clusters Score -540613.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -540631.562500 Penalty: 4151.216797
	Iteration 42Q: 3 clusters Score -540631.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -540649.875000 Penalty: 4151.216797
	Iteration 43Q: 3 clusters Score -540649.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -540662.812500 Penalty: 4151.216797
	Iteration 44Q: 3 clusters Score -540662.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -540673.000000 Penalty: 4151.216797
	Iteration 45Q: 3 clusters Score -540673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -540678.937500 Penalty: 4151.216797
	Iteration 46Q: 3 clusters Score -540678.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -540682.562500 Penalty: 4151.216797
	Iteration 47Q: 3 clusters Score -540682.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -540686.000000 Penalty: 4151.216797
	Iteration 48Q: 3 clusters Score -540686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -540690.562500 Penalty: 4151.216797
	Iteration 49Q: 3 clusters Score -540690.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -540697.125000 Penalty: 4151.216797
	Iteration 50Q: 3 clusters Score -540697.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -540703.187500 Penalty: 4151.216797
	Iteration 51Q: 3 clusters Score -540703.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -540709.375000 Penalty: 4151.216797
	Iteration 52Q: 3 clusters Score -540709.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -540714.500000 Penalty: 4151.216797
	Iteration 53Q: 3 clusters Score -540714.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -540716.250000 Penalty: 4151.216797
	Iteration 54Q: 3 clusters Score -540716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -540718.812500 Penalty: 4151.216797
	Iteration 55Q: 3 clusters Score -540718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -540720.750000 Penalty: 4151.216797
	Iteration 56Q: 3 clusters Score -540720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -540721.937500 Penalty: 4151.216797
	Iteration 57Q: 3 clusters Score -540721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -540722.187500 Penalty: 4151.216797
	Iteration 58Q: 3 clusters Score -540722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -540723.562500 Penalty: 4151.216797
	Iteration 59Q: 3 clusters Score -540723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -540723.125000 Penalty: 4151.216797
	Iteration 60F: 3 clusters Score -540723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -540725.875000 Penalty: 4151.216797
	Iteration 61Q: 3 clusters Score -540725.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -540727.375000 Penalty: 4151.216797
	Iteration 62Q: 3 clusters Score -540727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -540728.000000 Penalty: 4151.216797
	Iteration 63Q: 3 clusters Score -540728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -540728.437500 Penalty: 4151.216797
	Iteration 64Q: 3 clusters Score -540728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -540728.437500 Penalty: 4151.216797
	Iteration 65F: 3 clusters Score -540728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184431 members 
Mstep: Class 2 contains 28050 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 184145 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 14524 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 198134 members 
Mstep: Class 18 contains 28959 members 
Mstep: Class 19 contains 206995 members 
Mstep: Class 20 contains 40289 members 
Mstep: Class 22 contains 171089 members 
Entering Unmasked Estep 
Score: -144330560.000000 Penalty: 65528.617188
Splitting cluster 16 changes total score from -144328000.000000 to -144330560.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 17 (198134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198134 members 
Entering Unmasked Estep 
Score: -26469646.000000 Penalty: 3024.781494
	Iteration 0F: 2 clusters Score -2.646965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 98794 members 
Entering Unmasked Estep 
Score: -26343548.000000 Penalty: 6049.562988
	Iteration 0F: 3 clusters Score -2.634355e+07 nChanged 95266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -26399512.000000 Penalty: 6049.562988
	Iteration 1F: 3 clusters Score -2.639951e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -26400824.000000 Penalty: 6049.562988
	Iteration 2Q: 3 clusters Score -2.640082e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111947 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -26403132.000000 Penalty: 6049.562988
	Iteration 3Q: 3 clusters Score -2.640313e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119573 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -26407374.000000 Penalty: 6049.562988
	Iteration 4Q: 3 clusters Score -2.640737e+07 nChanged 13122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -26415616.000000 Penalty: 6049.562988
	Iteration 5F: 3 clusters Score -2.641562e+07 nChanged 16680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145751 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -26429100.000000 Penalty: 6049.562988
	Iteration 6F: 3 clusters Score -2.64291e+07 nChanged 17259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161356 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -26444686.000000 Penalty: 6049.562988
	Iteration 7F: 3 clusters Score -2.644469e+07 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173687 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -26456278.000000 Penalty: 6049.562988
	Iteration 8F: 3 clusters Score -2.645628e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180607 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -26463254.000000 Penalty: 6049.562988
	Iteration 9Q: 3 clusters Score -2.646325e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183446 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -26466886.000000 Penalty: 6049.562988
	Iteration 10Q: 3 clusters Score -2.646689e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184662 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -26468270.000000 Penalty: 6049.562988
	Iteration 11Q: 3 clusters Score -2.646827e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185666 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -26468642.000000 Penalty: 6049.562988
	Iteration 12Q: 3 clusters Score -2.646864e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186519 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -26468762.000000 Penalty: 6049.562988
	Iteration 13Q: 3 clusters Score -2.646876e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187261 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -26468968.000000 Penalty: 6049.562988
	Iteration 14Q: 3 clusters Score -2.646897e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187878 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -26468972.000000 Penalty: 6049.562988
	Iteration 15Q: 3 clusters Score -2.646897e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188399 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -26468946.000000 Penalty: 6049.562988
	Iteration 16Q: 3 clusters Score -2.646895e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188843 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -26468876.000000 Penalty: 6049.562988
	Iteration 17Q: 3 clusters Score -2.646888e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189253 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -26468872.000000 Penalty: 6049.562988
	Iteration 18Q: 3 clusters Score -2.646887e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189609 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -26468822.000000 Penalty: 6049.562988
	Iteration 19Q: 3 clusters Score -2.646882e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189956 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -26468770.000000 Penalty: 6049.562988
	Iteration 20F: 3 clusters Score -2.646877e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190262 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -26468650.000000 Penalty: 6049.562988
	Iteration 21Q: 3 clusters Score -2.646865e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190516 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -26468614.000000 Penalty: 6049.562988
	Iteration 22Q: 3 clusters Score -2.646861e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190731 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -26468530.000000 Penalty: 6049.562988
	Iteration 23Q: 3 clusters Score -2.646853e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190906 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -26468532.000000 Penalty: 6049.562988
	Iteration 24Q: 3 clusters Score -2.646853e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191073 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -26468474.000000 Penalty: 6049.562988
	Iteration 25Q: 3 clusters Score -2.646847e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191214 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -26468412.000000 Penalty: 6049.562988
	Iteration 26Q: 3 clusters Score -2.646841e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191331 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -26468424.000000 Penalty: 6049.562988
	Iteration 27Q: 3 clusters Score -2.646842e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191430 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -26468364.000000 Penalty: 6049.562988
	Iteration 28Q: 3 clusters Score -2.646836e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -26468380.000000 Penalty: 6049.562988
	Iteration 29Q: 3 clusters Score -2.646838e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191657 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -26468374.000000 Penalty: 6049.562988
	Iteration 30Q: 3 clusters Score -2.646837e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191771 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -26468354.000000 Penalty: 6049.562988
	Iteration 31Q: 3 clusters Score -2.646835e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191888 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -26468290.000000 Penalty: 6049.562988
	Iteration 32Q: 3 clusters Score -2.646829e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191987 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -26468270.000000 Penalty: 6049.562988
	Iteration 33Q: 3 clusters Score -2.646827e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192077 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -26468230.000000 Penalty: 6049.562988
	Iteration 34Q: 3 clusters Score -2.646823e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192156 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -26468280.000000 Penalty: 6049.562988
	Iteration 35Q: 3 clusters Score -2.646828e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192244 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -26468242.000000 Penalty: 6049.562988
	Iteration 36Q: 3 clusters Score -2.646824e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192331 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -26468244.000000 Penalty: 6049.562988
	Iteration 37Q: 3 clusters Score -2.646824e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192423 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -26468262.000000 Penalty: 6049.562988
	Iteration 38Q: 3 clusters Score -2.646826e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192512 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -26468212.000000 Penalty: 6049.562988
	Iteration 39Q: 3 clusters Score -2.646821e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192594 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -26468234.000000 Penalty: 6049.562988
	Iteration 40F: 3 clusters Score -2.646823e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192666 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -26468220.000000 Penalty: 6049.562988
	Iteration 41Q: 3 clusters Score -2.646822e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192725 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -26468258.000000 Penalty: 6049.562988
	Iteration 42Q: 3 clusters Score -2.646826e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192779 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -26468226.000000 Penalty: 6049.562988
	Iteration 43Q: 3 clusters Score -2.646823e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192828 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -26468210.000000 Penalty: 6049.562988
	Iteration 44Q: 3 clusters Score -2.646821e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192887 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -26468178.000000 Penalty: 6049.562988
	Iteration 45Q: 3 clusters Score -2.646818e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192946 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -26468166.000000 Penalty: 6049.562988
	Iteration 46Q: 3 clusters Score -2.646817e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193000 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -26468166.000000 Penalty: 6049.562988
	Iteration 47Q: 3 clusters Score -2.646817e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193056 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -26468136.000000 Penalty: 6049.562988
	Iteration 48Q: 3 clusters Score -2.646814e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193104 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -26468166.000000 Penalty: 6049.562988
	Iteration 49Q: 3 clusters Score -2.646817e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193143 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -26468152.000000 Penalty: 6049.562988
	Iteration 50Q: 3 clusters Score -2.646815e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193179 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -26468174.000000 Penalty: 6049.562988
	Iteration 51Q: 3 clusters Score -2.646817e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193212 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -26468170.000000 Penalty: 6049.562988
	Iteration 52Q: 3 clusters Score -2.646817e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193249 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -26468108.000000 Penalty: 6049.562988
	Iteration 53Q: 3 clusters Score -2.646811e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193289 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -26468104.000000 Penalty: 6049.562988
	Iteration 54Q: 3 clusters Score -2.64681e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193321 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -26468098.000000 Penalty: 6049.562988
	Iteration 55Q: 3 clusters Score -2.64681e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193350 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -26468084.000000 Penalty: 6049.562988
	Iteration 56Q: 3 clusters Score -2.646808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193371 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -26468082.000000 Penalty: 6049.562988
	Iteration 57Q: 3 clusters Score -2.646808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193391 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -26468116.000000 Penalty: 6049.562988
	Iteration 58Q: 3 clusters Score -2.646812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193407 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -26468114.000000 Penalty: 6049.562988
	Iteration 59Q: 3 clusters Score -2.646811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193419 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -26468102.000000 Penalty: 6049.562988
	Iteration 60F: 3 clusters Score -2.64681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193433 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -26468116.000000 Penalty: 6049.562988
	Iteration 61Q: 3 clusters Score -2.646812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193451 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -26468076.000000 Penalty: 6049.562988
	Iteration 62Q: 3 clusters Score -2.646808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193470 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -26468098.000000 Penalty: 6049.562988
	Iteration 63Q: 3 clusters Score -2.64681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193486 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -26468084.000000 Penalty: 6049.562988
	Iteration 64Q: 3 clusters Score -2.646808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193499 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -26468082.000000 Penalty: 6049.562988
	Iteration 65Q: 3 clusters Score -2.646808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193512 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -26468082.000000 Penalty: 6049.562988
	Iteration 66Q: 3 clusters Score -2.646808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193520 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -26468100.000000 Penalty: 6049.562988
	Iteration 67Q: 3 clusters Score -2.64681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193528 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -26468084.000000 Penalty: 6049.562988
	Iteration 68Q: 3 clusters Score -2.646808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193534 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -26468090.000000 Penalty: 6049.562988
	Iteration 69Q: 3 clusters Score -2.646809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193539 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -26468092.000000 Penalty: 6049.562988
	Iteration 70Q: 3 clusters Score -2.646809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193546 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -26468110.000000 Penalty: 6049.562988
	Iteration 71Q: 3 clusters Score -2.646811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193553 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -26468116.000000 Penalty: 6049.562988
	Iteration 72Q: 3 clusters Score -2.646812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193560 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -26468094.000000 Penalty: 6049.562988
	Iteration 73Q: 3 clusters Score -2.646809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193566 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -26468100.000000 Penalty: 6049.562988
	Iteration 74Q: 3 clusters Score -2.64681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193567 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -26468098.000000 Penalty: 6049.562988
	Iteration 75Q: 3 clusters Score -2.64681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193570 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -26468098.000000 Penalty: 6049.562988
	Iteration 76Q: 3 clusters Score -2.64681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193574 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -26468080.000000 Penalty: 6049.562988
	Iteration 77Q: 3 clusters Score -2.646808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193577 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -26468092.000000 Penalty: 6049.562988
	Iteration 78Q: 3 clusters Score -2.646809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193578 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -26468092.000000 Penalty: 6049.562988
	Iteration 79Q: 3 clusters Score -2.646809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193579 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -26468094.000000 Penalty: 6049.562988
	Iteration 80F: 3 clusters Score -2.646809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Entering Unmasked Estep 
Score: -3929406.000000 Penalty: 2547.861816
	Iteration 0F: 2 clusters Score -3929406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3909570.250000 Penalty: 5095.723633
	Iteration 0F: 3 clusters Score -3909570 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3916780.250000 Penalty: 5095.723633
	Iteration 1F: 3 clusters Score -3916780 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3917528.000000 Penalty: 5095.723633
	Iteration 2Q: 3 clusters Score -3917528 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3918394.500000 Penalty: 5095.723633
	Iteration 3F: 3 clusters Score -3918394 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3919380.000000 Penalty: 5095.723633
	Iteration 4F: 3 clusters Score -3919380 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3920622.750000 Penalty: 5095.723633
	Iteration 5F: 3 clusters Score -3920623 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3922241.000000 Penalty: 5095.723633
	Iteration 6F: 3 clusters Score -3922241 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3924295.250000 Penalty: 5095.723633
	Iteration 7F: 3 clusters Score -3924295 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3926284.250000 Penalty: 5095.723633
	Iteration 8F: 3 clusters Score -3926284 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3927812.000000 Penalty: 5095.723633
	Iteration 9F: 3 clusters Score -3927812 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3928668.500000 Penalty: 5095.723633
	Iteration 10Q: 3 clusters Score -3928668 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3929046.000000 Penalty: 5095.723633
	Iteration 11Q: 3 clusters Score -3929046 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3929254.000000 Penalty: 5095.723633
	Iteration 12Q: 3 clusters Score -3929254 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3929355.250000 Penalty: 5095.723633
	Iteration 13Q: 3 clusters Score -3929355 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3929399.500000 Penalty: 5095.723633
	Iteration 14Q: 3 clusters Score -3929400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3929427.500000 Penalty: 5095.723633
	Iteration 15Q: 3 clusters Score -3929428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3929452.250000 Penalty: 5095.723633
	Iteration 16Q: 3 clusters Score -3929452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3929466.250000 Penalty: 5095.723633
	Iteration 17Q: 3 clusters Score -3929466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3929465.000000 Penalty: 5095.723633
	Iteration 18Q: 3 clusters Score -3929465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3929479.500000 Penalty: 5095.723633
	Iteration 19Q: 3 clusters Score -3929480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3929483.500000 Penalty: 5095.723633
	Iteration 20F: 3 clusters Score -3929484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3929487.500000 Penalty: 5095.723633
	Iteration 21Q: 3 clusters Score -3929488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3929485.500000 Penalty: 5095.723633
	Iteration 22Q: 3 clusters Score -3929486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3929485.000000 Penalty: 5095.723633
	Iteration 23Q: 3 clusters Score -3929485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3929483.000000 Penalty: 5095.723633
	Iteration 24Q: 3 clusters Score -3929483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3929485.500000 Penalty: 5095.723633
	Iteration 25Q: 3 clusters Score -3929486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3929489.500000 Penalty: 5095.723633
	Iteration 26Q: 3 clusters Score -3929490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3929494.750000 Penalty: 5095.723633
	Iteration 27Q: 3 clusters Score -3929495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3929497.000000 Penalty: 5095.723633
	Iteration 28Q: 3 clusters Score -3929497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3929502.250000 Penalty: 5095.723633
	Iteration 29Q: 3 clusters Score -3929502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3929495.000000 Penalty: 5095.723633
	Iteration 30Q: 3 clusters Score -3929495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3929501.250000 Penalty: 5095.723633
	Iteration 31Q: 3 clusters Score -3929501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3929500.250000 Penalty: 5095.723633
	Iteration 32Q: 3 clusters Score -3929500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3929500.250000 Penalty: 5095.723633
	Iteration 33F: 3 clusters Score -3929500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184431 members 
Mstep: Class 2 contains 28050 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 184145 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 14524 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 198134 members 
Mstep: Class 18 contains 27636 members 
Mstep: Class 19 contains 206995 members 
Mstep: Class 20 contains 40289 members 
Mstep: Class 22 contains 171089 members 
Entering Unmasked Estep 
Score: -144329728.000000 Penalty: 68977.492188
Splitting cluster 18 changes total score from -144328000.000000 to -144329728.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 19 (206995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206995 members 
Entering Unmasked Estep 
Score: -27675172.000000 Penalty: 3035.631592
	Iteration 0F: 2 clusters Score -2.767517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103614 members 
Mstep: Class 2 contains 103381 members 
Entering Unmasked Estep 
Score: -27542468.000000 Penalty: 6071.263184
	Iteration 0F: 3 clusters Score -2.754247e+07 nChanged 99643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105911 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -27601176.000000 Penalty: 6071.263184
	Iteration 1F: 3 clusters Score -2.760118e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107411 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
Score: -27602732.000000 Penalty: 6071.263184
	Iteration 2Q: 3 clusters Score -2.760273e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109856 members 
Mstep: Class 2 contains 97139 members 
Entering Unmasked Estep 
Score: -27604774.000000 Penalty: 6071.263184
	Iteration 3Q: 3 clusters Score -2.760477e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -27608326.000000 Penalty: 6071.263184
	Iteration 4Q: 3 clusters Score -2.760833e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -27613726.000000 Penalty: 6071.263184
	Iteration 5F: 3 clusters Score -2.761373e+07 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127759 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -27622156.000000 Penalty: 6071.263184
	Iteration 6F: 3 clusters Score -2.762216e+07 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136591 members 
Mstep: Class 2 contains 70404 members 
Entering Unmasked Estep 
Score: -27632758.000000 Penalty: 6071.263184
	Iteration 7F: 3 clusters Score -2.763276e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144826 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -27644184.000000 Penalty: 6071.263184
	Iteration 8F: 3 clusters Score -2.764418e+07 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -27653034.000000 Penalty: 6071.263184
	Iteration 9F: 3 clusters Score -2.765303e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -27658264.000000 Penalty: 6071.263184
	Iteration 10Q: 3 clusters Score -2.765826e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157148 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -27661168.000000 Penalty: 6071.263184
	Iteration 11Q: 3 clusters Score -2.766117e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159873 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -27662590.000000 Penalty: 6071.263184
	Iteration 12Q: 3 clusters Score -2.766259e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162502 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -27663714.000000 Penalty: 6071.263184
	Iteration 13Q: 3 clusters Score -2.766371e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -27664470.000000 Penalty: 6071.263184
	Iteration 14Q: 3 clusters Score -2.766447e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167127 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -27665284.000000 Penalty: 6071.263184
	Iteration 15Q: 3 clusters Score -2.766528e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169199 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -27665964.000000 Penalty: 6071.263184
	Iteration 16Q: 3 clusters Score -2.766596e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171059 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -27666498.000000 Penalty: 6071.263184
	Iteration 17Q: 3 clusters Score -2.76665e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172719 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -27666796.000000 Penalty: 6071.263184
	Iteration 18Q: 3 clusters Score -2.76668e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174303 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -27667040.000000 Penalty: 6071.263184
	Iteration 19Q: 3 clusters Score -2.766704e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175727 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -27667316.000000 Penalty: 6071.263184
	Iteration 20F: 3 clusters Score -2.766732e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177072 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -27667472.000000 Penalty: 6071.263184
	Iteration 21Q: 3 clusters Score -2.766747e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178321 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -27667776.000000 Penalty: 6071.263184
	Iteration 22Q: 3 clusters Score -2.766778e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179401 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -27667986.000000 Penalty: 6071.263184
	Iteration 23Q: 3 clusters Score -2.766799e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180426 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -27668202.000000 Penalty: 6071.263184
	Iteration 24Q: 3 clusters Score -2.76682e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181434 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -27668446.000000 Penalty: 6071.263184
	Iteration 25Q: 3 clusters Score -2.766845e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182352 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -27668608.000000 Penalty: 6071.263184
	Iteration 26Q: 3 clusters Score -2.766861e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183250 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -27668780.000000 Penalty: 6071.263184
	Iteration 27Q: 3 clusters Score -2.766878e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184125 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -27668938.000000 Penalty: 6071.263184
	Iteration 28Q: 3 clusters Score -2.766894e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184988 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -27669112.000000 Penalty: 6071.263184
	Iteration 29Q: 3 clusters Score -2.766911e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185816 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -27669236.000000 Penalty: 6071.263184
	Iteration 30Q: 3 clusters Score -2.766924e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186608 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -27669338.000000 Penalty: 6071.263184
	Iteration 31Q: 3 clusters Score -2.766934e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187376 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -27669446.000000 Penalty: 6071.263184
	Iteration 32Q: 3 clusters Score -2.766945e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188145 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -27669542.000000 Penalty: 6071.263184
	Iteration 33Q: 3 clusters Score -2.766954e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188896 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -27669678.000000 Penalty: 6071.263184
	Iteration 34Q: 3 clusters Score -2.766968e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189618 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -27669838.000000 Penalty: 6071.263184
	Iteration 35Q: 3 clusters Score -2.766984e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190345 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -27669926.000000 Penalty: 6071.263184
	Iteration 36Q: 3 clusters Score -2.766993e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191079 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -27670046.000000 Penalty: 6071.263184
	Iteration 37Q: 3 clusters Score -2.767005e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191802 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -27670192.000000 Penalty: 6071.263184
	Iteration 38Q: 3 clusters Score -2.767019e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192542 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -27670274.000000 Penalty: 6071.263184
	Iteration 39Q: 3 clusters Score -2.767027e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193288 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -27670446.000000 Penalty: 6071.263184
	Iteration 40F: 3 clusters Score -2.767045e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194014 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -27670490.000000 Penalty: 6071.263184
	Iteration 41Q: 3 clusters Score -2.767049e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194691 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -27670700.000000 Penalty: 6071.263184
	Iteration 42Q: 3 clusters Score -2.76707e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195339 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -27670772.000000 Penalty: 6071.263184
	Iteration 43Q: 3 clusters Score -2.767077e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195998 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -27670798.000000 Penalty: 6071.263184
	Iteration 44Q: 3 clusters Score -2.76708e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196651 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -27670862.000000 Penalty: 6071.263184
	Iteration 45Q: 3 clusters Score -2.767086e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197266 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -27670932.000000 Penalty: 6071.263184
	Iteration 46Q: 3 clusters Score -2.767093e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197876 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -27671130.000000 Penalty: 6071.263184
	Iteration 47Q: 3 clusters Score -2.767113e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198431 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -27671232.000000 Penalty: 6071.263184
	Iteration 48Q: 3 clusters Score -2.767123e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198950 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -27671374.000000 Penalty: 6071.263184
	Iteration 49Q: 3 clusters Score -2.767137e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199443 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -27671450.000000 Penalty: 6071.263184
	Iteration 50Q: 3 clusters Score -2.767145e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199933 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -27671488.000000 Penalty: 6071.263184
	Iteration 51Q: 3 clusters Score -2.767149e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200421 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -27671676.000000 Penalty: 6071.263184
	Iteration 52Q: 3 clusters Score -2.767168e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200846 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -27671728.000000 Penalty: 6071.263184
	Iteration 53Q: 3 clusters Score -2.767173e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201250 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -27671786.000000 Penalty: 6071.263184
	Iteration 54Q: 3 clusters Score -2.767179e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201597 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -27671862.000000 Penalty: 6071.263184
	Iteration 55Q: 3 clusters Score -2.767186e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201907 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -27671972.000000 Penalty: 6071.263184
	Iteration 56Q: 3 clusters Score -2.767197e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202201 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -27672012.000000 Penalty: 6071.263184
	Iteration 57Q: 3 clusters Score -2.767201e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202477 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -27672096.000000 Penalty: 6071.263184
	Iteration 58Q: 3 clusters Score -2.76721e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202727 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -27672136.000000 Penalty: 6071.263184
	Iteration 59Q: 3 clusters Score -2.767214e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202951 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -27672156.000000 Penalty: 6071.263184
	Iteration 60F: 3 clusters Score -2.767216e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203160 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -27672158.000000 Penalty: 6071.263184
	Iteration 61Q: 3 clusters Score -2.767216e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203353 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -27672192.000000 Penalty: 6071.263184
	Iteration 62Q: 3 clusters Score -2.767219e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203515 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -27672254.000000 Penalty: 6071.263184
	Iteration 63Q: 3 clusters Score -2.767225e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203668 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -27672278.000000 Penalty: 6071.263184
	Iteration 64Q: 3 clusters Score -2.767228e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203799 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -27672280.000000 Penalty: 6071.263184
	Iteration 65Q: 3 clusters Score -2.767228e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203904 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -27672334.000000 Penalty: 6071.263184
	Iteration 66Q: 3 clusters Score -2.767233e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203998 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -27672360.000000 Penalty: 6071.263184
	Iteration 67Q: 3 clusters Score -2.767236e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204073 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -27672350.000000 Penalty: 6071.263184
	Iteration 68Q: 3 clusters Score -2.767235e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204129 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -27672342.000000 Penalty: 6071.263184
	Iteration 69Q: 3 clusters Score -2.767234e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204180 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -27672358.000000 Penalty: 6071.263184
	Iteration 70Q: 3 clusters Score -2.767236e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204238 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -27672382.000000 Penalty: 6071.263184
	Iteration 71Q: 3 clusters Score -2.767238e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204301 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -27672372.000000 Penalty: 6071.263184
	Iteration 72Q: 3 clusters Score -2.767237e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204373 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -27672390.000000 Penalty: 6071.263184
	Iteration 73Q: 3 clusters Score -2.767239e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204462 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -27672410.000000 Penalty: 6071.263184
	Iteration 74Q: 3 clusters Score -2.767241e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204546 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -27672424.000000 Penalty: 6071.263184
	Iteration 75Q: 3 clusters Score -2.767242e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204616 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -27672458.000000 Penalty: 6071.263184
	Iteration 76Q: 3 clusters Score -2.767246e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204700 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -27672458.000000 Penalty: 6071.263184
	Iteration 77Q: 3 clusters Score -2.767246e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204768 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -27672460.000000 Penalty: 6071.263184
	Iteration 78Q: 3 clusters Score -2.767246e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204825 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -27672498.000000 Penalty: 6071.263184
	Iteration 79Q: 3 clusters Score -2.76725e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204880 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -27672502.000000 Penalty: 6071.263184
	Iteration 80F: 3 clusters Score -2.76725e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204933 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -27672542.000000 Penalty: 6071.263184
	Iteration 81Q: 3 clusters Score -2.767254e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204983 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -27672538.000000 Penalty: 6071.263184
	Iteration 82Q: 3 clusters Score -2.767254e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205042 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -27672530.000000 Penalty: 6071.263184
	Iteration 83Q: 3 clusters Score -2.767253e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205107 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -27672572.000000 Penalty: 6071.263184
	Iteration 84Q: 3 clusters Score -2.767257e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205163 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -27672608.000000 Penalty: 6071.263184
	Iteration 85Q: 3 clusters Score -2.767261e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205213 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -27672634.000000 Penalty: 6071.263184
	Iteration 86Q: 3 clusters Score -2.767263e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205247 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -27672654.000000 Penalty: 6071.263184
	Iteration 87Q: 3 clusters Score -2.767265e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205277 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -27672668.000000 Penalty: 6071.263184
	Iteration 88Q: 3 clusters Score -2.767267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205311 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -27672702.000000 Penalty: 6071.263184
	Iteration 89Q: 3 clusters Score -2.76727e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205334 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -27672716.000000 Penalty: 6071.263184
	Iteration 90Q: 3 clusters Score -2.767272e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205355 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -27672726.000000 Penalty: 6071.263184
	Iteration 91Q: 3 clusters Score -2.767273e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205374 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -27672734.000000 Penalty: 6071.263184
	Iteration 92Q: 3 clusters Score -2.767273e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205399 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -27672732.000000 Penalty: 6071.263184
	Iteration 93Q: 3 clusters Score -2.767273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205415 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -27672740.000000 Penalty: 6071.263184
	Iteration 94Q: 3 clusters Score -2.767274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205428 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -27672750.000000 Penalty: 6071.263184
	Iteration 95Q: 3 clusters Score -2.767275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205446 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -27672754.000000 Penalty: 6071.263184
	Iteration 96Q: 3 clusters Score -2.767275e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205472 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -27672778.000000 Penalty: 6071.263184
	Iteration 97Q: 3 clusters Score -2.767278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205484 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -27672772.000000 Penalty: 6071.263184
	Iteration 98Q: 3 clusters Score -2.767277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205492 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -27672762.000000 Penalty: 6071.263184
	Iteration 99Q: 3 clusters Score -2.767276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205499 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -27672770.000000 Penalty: 6071.263184
	Iteration 100F: 3 clusters Score -2.767277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205513 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -27672766.000000 Penalty: 6071.263184
	Iteration 101Q: 3 clusters Score -2.767277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205528 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -27672758.000000 Penalty: 6071.263184
	Iteration 102Q: 3 clusters Score -2.767276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205543 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -27672792.000000 Penalty: 6071.263184
	Iteration 103Q: 3 clusters Score -2.767279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205558 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -27672790.000000 Penalty: 6071.263184
	Iteration 104Q: 3 clusters Score -2.767279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205563 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -27672786.000000 Penalty: 6071.263184
	Iteration 105Q: 3 clusters Score -2.767279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205574 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -27672798.000000 Penalty: 6071.263184
	Iteration 106Q: 3 clusters Score -2.76728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205586 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -27672812.000000 Penalty: 6071.263184
	Iteration 107Q: 3 clusters Score -2.767281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205596 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -27672814.000000 Penalty: 6071.263184
	Iteration 108Q: 3 clusters Score -2.767281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205607 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -27672818.000000 Penalty: 6071.263184
	Iteration 109Q: 3 clusters Score -2.767282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205620 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -27672824.000000 Penalty: 6071.263184
	Iteration 110Q: 3 clusters Score -2.767282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205629 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -27672816.000000 Penalty: 6071.263184
	Iteration 111Q: 3 clusters Score -2.767282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205634 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -27672802.000000 Penalty: 6071.263184
	Iteration 112Q: 3 clusters Score -2.76728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205639 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -27672834.000000 Penalty: 6071.263184
	Iteration 113Q: 3 clusters Score -2.767283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205643 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -27672814.000000 Penalty: 6071.263184
	Iteration 114Q: 3 clusters Score -2.767281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205644 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -27672816.000000 Penalty: 6071.263184
	Iteration 115Q: 3 clusters Score -2.767282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205645 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -27672822.000000 Penalty: 6071.263184
	Iteration 116Q: 3 clusters Score -2.767282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205647 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -27672834.000000 Penalty: 6071.263184
	Iteration 117Q: 3 clusters Score -2.767283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205649 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -27672828.000000 Penalty: 6071.263184
	Iteration 118Q: 3 clusters Score -2.767283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205655 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -27672828.000000 Penalty: 6071.263184
	Iteration 119Q: 3 clusters Score -2.767283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205657 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -27672820.000000 Penalty: 6071.263184
	Iteration 120F: 3 clusters Score -2.767282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205660 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -27672838.000000 Penalty: 6071.263184
	Iteration 121Q: 3 clusters Score -2.767284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205664 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -27672836.000000 Penalty: 6071.263184
	Iteration 122Q: 3 clusters Score -2.767284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205667 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -27672828.000000 Penalty: 6071.263184
	Iteration 123Q: 3 clusters Score -2.767283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205667 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -27672836.000000 Penalty: 6071.263184
	Iteration 124Q: 3 clusters Score -2.767284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205668 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -27672832.000000 Penalty: 6071.263184
	Iteration 125Q: 3 clusters Score -2.767283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205667 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -27672832.000000 Penalty: 6071.263184
	Iteration 126Q: 3 clusters Score -2.767283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205667 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -27672832.000000 Penalty: 6071.263184
	Iteration 127F: 3 clusters Score -2.767283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Entering Unmasked Estep 
Score: -5221714.000000 Penalty: 2629.750977
	Iteration 0F: 2 clusters Score -5221714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -5194444.000000 Penalty: 5259.501953
	Iteration 0F: 3 clusters Score -5194444 nChanged 18500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -5205131.000000 Penalty: 5259.501953
	Iteration 1F: 3 clusters Score -5205131 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -5206750.000000 Penalty: 5259.501953
	Iteration 2F: 3 clusters Score -5206750 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -5209209.500000 Penalty: 5259.501953
	Iteration 3F: 3 clusters Score -5209210 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -5212134.500000 Penalty: 5259.501953
	Iteration 4F: 3 clusters Score -5212134 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -5215008.000000 Penalty: 5259.501953
	Iteration 5F: 3 clusters Score -5215008 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -5216960.500000 Penalty: 5259.501953
	Iteration 6F: 3 clusters Score -5216960 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -5218022.000000 Penalty: 5259.501953
	Iteration 7F: 3 clusters Score -5218022 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -5218479.000000 Penalty: 5259.501953
	Iteration 8Q: 3 clusters Score -5218479 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -5218663.500000 Penalty: 5259.501953
	Iteration 9Q: 3 clusters Score -5218664 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -5218739.500000 Penalty: 5259.501953
	Iteration 10Q: 3 clusters Score -5218740 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -5218772.000000 Penalty: 5259.501953
	Iteration 11Q: 3 clusters Score -5218772 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -5218787.500000 Penalty: 5259.501953
	Iteration 12Q: 3 clusters Score -5218788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -5218807.000000 Penalty: 5259.501953
	Iteration 13Q: 3 clusters Score -5218807 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5218818.000000 Penalty: 5259.501953
	Iteration 14Q: 3 clusters Score -5218818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -5218832.500000 Penalty: 5259.501953
	Iteration 15Q: 3 clusters Score -5218832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -5218840.000000 Penalty: 5259.501953
	Iteration 16Q: 3 clusters Score -5218840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -5218842.500000 Penalty: 5259.501953
	Iteration 17Q: 3 clusters Score -5218842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -5218840.500000 Penalty: 5259.501953
	Iteration 18Q: 3 clusters Score -5218840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -5218841.500000 Penalty: 5259.501953
	Iteration 19Q: 3 clusters Score -5218842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -5218846.000000 Penalty: 5259.501953
	Iteration 20F: 3 clusters Score -5218846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -5218843.000000 Penalty: 5259.501953
	Iteration 21Q: 3 clusters Score -5218843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5218850.500000 Penalty: 5259.501953
	Iteration 22Q: 3 clusters Score -5218850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -5218856.500000 Penalty: 5259.501953
	Iteration 23Q: 3 clusters Score -5218856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -5218856.000000 Penalty: 5259.501953
	Iteration 24Q: 3 clusters Score -5218856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -5218859.000000 Penalty: 5259.501953
	Iteration 25Q: 3 clusters Score -5218859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -5218860.000000 Penalty: 5259.501953
	Iteration 26Q: 3 clusters Score -5218860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -5218876.500000 Penalty: 5259.501953
	Iteration 27Q: 3 clusters Score -5218876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -5218869.000000 Penalty: 5259.501953
	Iteration 28Q: 3 clusters Score -5218869 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -5218880.000000 Penalty: 5259.501953
	Iteration 29Q: 3 clusters Score -5218880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -5218880.000000 Penalty: 5259.501953
	Iteration 30Q: 3 clusters Score -5218880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -5218892.500000 Penalty: 5259.501953
	Iteration 31Q: 3 clusters Score -5218892 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -5218891.000000 Penalty: 5259.501953
	Iteration 32Q: 3 clusters Score -5218891 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -5218901.000000 Penalty: 5259.501953
	Iteration 33Q: 3 clusters Score -5218901 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -5218929.000000 Penalty: 5259.501953
	Iteration 34Q: 3 clusters Score -5218929 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -5218933.500000 Penalty: 5259.501953
	Iteration 35Q: 3 clusters Score -5218934 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -5218964.500000 Penalty: 5259.501953
	Iteration 36Q: 3 clusters Score -5218964 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -5219030.000000 Penalty: 5259.501953
	Iteration 37Q: 3 clusters Score -5219030 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -5219107.000000 Penalty: 5259.501953
	Iteration 38Q: 3 clusters Score -5219107 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -5219212.000000 Penalty: 5259.501953
	Iteration 39Q: 3 clusters Score -5219212 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -5219366.000000 Penalty: 5259.501953
	Iteration 40F: 3 clusters Score -5219366 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -5219574.000000 Penalty: 5259.501953
	Iteration 41Q: 3 clusters Score -5219574 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -5219913.500000 Penalty: 5259.501953
	Iteration 42Q: 3 clusters Score -5219914 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -5220393.500000 Penalty: 5259.501953
	Iteration 43Q: 3 clusters Score -5220394 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -5221103.500000 Penalty: 5259.501953
	Iteration 44Q: 3 clusters Score -5221104 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -5221912.000000 Penalty: 5259.501953
	Iteration 45Q: 3 clusters Score -5221912 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -5222452.500000 Penalty: 5259.501953
	Iteration 46Q: 3 clusters Score -5222452 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5222538.000000 Penalty: 5259.501953
	Iteration 47Q: 3 clusters Score -5222538 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -5222579.000000 Penalty: 5259.501953
	Iteration 48Q: 3 clusters Score -5222579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -5222587.500000 Penalty: 5259.501953
	Iteration 49Q: 3 clusters Score -5222588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -5222597.000000 Penalty: 5259.501953
	Iteration 50Q: 3 clusters Score -5222597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5222602.000000 Penalty: 5259.501953
	Iteration 51Q: 3 clusters Score -5222602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -5222607.500000 Penalty: 5259.501953
	Iteration 52Q: 3 clusters Score -5222608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -5222607.000000 Penalty: 5259.501953
	Iteration 53Q: 3 clusters Score -5222607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -5222612.000000 Penalty: 5259.501953
	Iteration 54Q: 3 clusters Score -5222612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5222617.000000 Penalty: 5259.501953
	Iteration 55Q: 3 clusters Score -5222617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -5222612.500000 Penalty: 5259.501953
	Iteration 56Q: 3 clusters Score -5222612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -5222609.000000 Penalty: 5259.501953
	Iteration 57Q: 3 clusters Score -5222609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -5222619.000000 Penalty: 5259.501953
	Iteration 58Q: 3 clusters Score -5222619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -5222619.000000 Penalty: 5259.501953
	Iteration 59Q: 3 clusters Score -5222619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5222619.500000 Penalty: 5259.501953
	Iteration 60F: 3 clusters Score -5222620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184431 members 
Mstep: Class 2 contains 28050 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 184145 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 14524 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 38375 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 198134 members 
Mstep: Class 18 contains 27636 members 
Mstep: Class 19 contains 206995 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 22 contains 171089 members 
Entering Unmasked Estep 
Score: -144329760.000000 Penalty: 72426.367188
Splitting cluster 20 changes total score from -144328000.000000 to -144329760.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 22 (171089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171089 members 
Entering Unmasked Estep 
Score: -23089228.000000 Penalty: 2988.385010
	Iteration 0F: 2 clusters Score -2.308923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 85358 members 
Entering Unmasked Estep 
Score: -22978092.000000 Penalty: 5976.770020
	Iteration 0F: 3 clusters Score -2.297809e+07 nChanged 82112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -23026096.000000 Penalty: 5976.770020
	Iteration 1F: 3 clusters Score -2.30261e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 83271 members 
Entering Unmasked Estep 
Score: -23027358.000000 Penalty: 5976.770020
	Iteration 2Q: 3 clusters Score -2.302736e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -23029174.000000 Penalty: 5976.770020
	Iteration 3Q: 3 clusters Score -2.302917e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -23031612.000000 Penalty: 5976.770020
	Iteration 4Q: 3 clusters Score -2.303161e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -23034906.000000 Penalty: 5976.770020
	Iteration 5Q: 3 clusters Score -2.303491e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95898 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -23039238.000000 Penalty: 5976.770020
	Iteration 6Q: 3 clusters Score -2.303924e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -23044862.000000 Penalty: 5976.770020
	Iteration 7F: 3 clusters Score -2.304486e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102276 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -23051426.000000 Penalty: 5976.770020
	Iteration 8F: 3 clusters Score -2.305143e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -23057806.000000 Penalty: 5976.770020
	Iteration 9F: 3 clusters Score -2.305781e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106574 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -23063146.000000 Penalty: 5976.770020
	Iteration 10F: 3 clusters Score -2.306315e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107414 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -23066348.000000 Penalty: 5976.770020
	Iteration 11Q: 3 clusters Score -2.306635e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107942 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -23067928.000000 Penalty: 5976.770020
	Iteration 12Q: 3 clusters Score -2.306793e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108442 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -23068710.000000 Penalty: 5976.770020
	Iteration 13Q: 3 clusters Score -2.306871e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -23069350.000000 Penalty: 5976.770020
	Iteration 14Q: 3 clusters Score -2.306935e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -23069618.000000 Penalty: 5976.770020
	Iteration 15Q: 3 clusters Score -2.306962e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110467 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -23069972.000000 Penalty: 5976.770020
	Iteration 16Q: 3 clusters Score -2.306997e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -23070298.000000 Penalty: 5976.770020
	Iteration 17Q: 3 clusters Score -2.30703e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -23070626.000000 Penalty: 5976.770020
	Iteration 18Q: 3 clusters Score -2.307063e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112808 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -23071024.000000 Penalty: 5976.770020
	Iteration 19Q: 3 clusters Score -2.307102e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113639 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -23071386.000000 Penalty: 5976.770020
	Iteration 20F: 3 clusters Score -2.307139e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114464 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -23071774.000000 Penalty: 5976.770020
	Iteration 21Q: 3 clusters Score -2.307177e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115352 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -23072076.000000 Penalty: 5976.770020
	Iteration 22Q: 3 clusters Score -2.307208e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116315 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -23072452.000000 Penalty: 5976.770020
	Iteration 23Q: 3 clusters Score -2.307245e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117361 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -23072640.000000 Penalty: 5976.770020
	Iteration 24Q: 3 clusters Score -2.307264e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118464 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -23072838.000000 Penalty: 5976.770020
	Iteration 25Q: 3 clusters Score -2.307284e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119621 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -23073102.000000 Penalty: 5976.770020
	Iteration 26Q: 3 clusters Score -2.30731e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -23073310.000000 Penalty: 5976.770020
	Iteration 27Q: 3 clusters Score -2.307331e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122048 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -23073572.000000 Penalty: 5976.770020
	Iteration 28Q: 3 clusters Score -2.307357e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123387 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -23073762.000000 Penalty: 5976.770020
	Iteration 29Q: 3 clusters Score -2.307376e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124774 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -23074032.000000 Penalty: 5976.770020
	Iteration 30Q: 3 clusters Score -2.307403e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126221 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -23074302.000000 Penalty: 5976.770020
	Iteration 31Q: 3 clusters Score -2.30743e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127831 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -23074612.000000 Penalty: 5976.770020
	Iteration 32Q: 3 clusters Score -2.307461e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129530 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -23075042.000000 Penalty: 5976.770020
	Iteration 33Q: 3 clusters Score -2.307504e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131296 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -23075344.000000 Penalty: 5976.770020
	Iteration 34Q: 3 clusters Score -2.307534e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133174 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -23075742.000000 Penalty: 5976.770020
	Iteration 35Q: 3 clusters Score -2.307574e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135256 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -23076278.000000 Penalty: 5976.770020
	Iteration 36Q: 3 clusters Score -2.307628e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137444 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -23076814.000000 Penalty: 5976.770020
	Iteration 37Q: 3 clusters Score -2.307681e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -23077462.000000 Penalty: 5976.770020
	Iteration 38Q: 3 clusters Score -2.307746e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142144 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -23078202.000000 Penalty: 5976.770020
	Iteration 39Q: 3 clusters Score -2.30782e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144640 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -23078988.000000 Penalty: 5976.770020
	Iteration 40F: 3 clusters Score -2.307899e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147191 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -23079744.000000 Penalty: 5976.770020
	Iteration 41Q: 3 clusters Score -2.307974e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149813 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -23080488.000000 Penalty: 5976.770020
	Iteration 42Q: 3 clusters Score -2.308049e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152483 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -23081402.000000 Penalty: 5976.770020
	Iteration 43Q: 3 clusters Score -2.30814e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155154 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -23082248.000000 Penalty: 5976.770020
	Iteration 44Q: 3 clusters Score -2.308225e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157705 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -23083220.000000 Penalty: 5976.770020
	Iteration 45Q: 3 clusters Score -2.308322e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159867 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -23083948.000000 Penalty: 5976.770020
	Iteration 46Q: 3 clusters Score -2.308395e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161678 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -23084510.000000 Penalty: 5976.770020
	Iteration 47Q: 3 clusters Score -2.308451e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163179 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -23084984.000000 Penalty: 5976.770020
	Iteration 48Q: 3 clusters Score -2.308498e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164436 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -23085310.000000 Penalty: 5976.770020
	Iteration 49Q: 3 clusters Score -2.308531e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165472 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -23085652.000000 Penalty: 5976.770020
	Iteration 50Q: 3 clusters Score -2.308565e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -23085934.000000 Penalty: 5976.770020
	Iteration 51Q: 3 clusters Score -2.308593e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -23086156.000000 Penalty: 5976.770020
	Iteration 52Q: 3 clusters Score -2.308616e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167503 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -23086184.000000 Penalty: 5976.770020
	Iteration 53Q: 3 clusters Score -2.308618e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -23086344.000000 Penalty: 5976.770020
	Iteration 54Q: 3 clusters Score -2.308634e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168226 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -23086452.000000 Penalty: 5976.770020
	Iteration 55Q: 3 clusters Score -2.308645e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168493 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -23086520.000000 Penalty: 5976.770020
	Iteration 56Q: 3 clusters Score -2.308652e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168677 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -23086592.000000 Penalty: 5976.770020
	Iteration 57Q: 3 clusters Score -2.308659e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168826 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -23086638.000000 Penalty: 5976.770020
	Iteration 58Q: 3 clusters Score -2.308664e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168948 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -23086664.000000 Penalty: 5976.770020
	Iteration 59Q: 3 clusters Score -2.308666e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169044 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -23086692.000000 Penalty: 5976.770020
	Iteration 60F: 3 clusters Score -2.308669e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169118 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -23086752.000000 Penalty: 5976.770020
	Iteration 61Q: 3 clusters Score -2.308675e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169182 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -23086742.000000 Penalty: 5976.770020
	Iteration 62Q: 3 clusters Score -2.308674e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169228 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -23086768.000000 Penalty: 5976.770020
	Iteration 63Q: 3 clusters Score -2.308677e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -23086768.000000 Penalty: 5976.770020
	Iteration 64Q: 3 clusters Score -2.308677e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169310 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -23086800.000000 Penalty: 5976.770020
	Iteration 65Q: 3 clusters Score -2.30868e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169345 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -23086802.000000 Penalty: 5976.770020
	Iteration 66Q: 3 clusters Score -2.30868e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169384 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -23086784.000000 Penalty: 5976.770020
	Iteration 67Q: 3 clusters Score -2.308678e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169422 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -23086814.000000 Penalty: 5976.770020
	Iteration 68Q: 3 clusters Score -2.308681e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -23086810.000000 Penalty: 5976.770020
	Iteration 69Q: 3 clusters Score -2.308681e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169485 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -23086800.000000 Penalty: 5976.770020
	Iteration 70Q: 3 clusters Score -2.30868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169500 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23086814.000000 Penalty: 5976.770020
	Iteration 71Q: 3 clusters Score -2.308681e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169523 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -23086796.000000 Penalty: 5976.770020
	Iteration 72Q: 3 clusters Score -2.30868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -23086800.000000 Penalty: 5976.770020
	Iteration 73Q: 3 clusters Score -2.30868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169555 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -23086834.000000 Penalty: 5976.770020
	Iteration 74Q: 3 clusters Score -2.308683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -23086832.000000 Penalty: 5976.770020
	Iteration 75Q: 3 clusters Score -2.308683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169578 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -23086816.000000 Penalty: 5976.770020
	Iteration 76Q: 3 clusters Score -2.308682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169590 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -23086830.000000 Penalty: 5976.770020
	Iteration 77Q: 3 clusters Score -2.308683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169598 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -23086838.000000 Penalty: 5976.770020
	Iteration 78Q: 3 clusters Score -2.308684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169609 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -23086858.000000 Penalty: 5976.770020
	Iteration 79Q: 3 clusters Score -2.308686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169613 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -23086848.000000 Penalty: 5976.770020
	Iteration 80F: 3 clusters Score -2.308685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169618 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -23086838.000000 Penalty: 5976.770020
	Iteration 81Q: 3 clusters Score -2.308684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169624 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -23086842.000000 Penalty: 5976.770020
	Iteration 82Q: 3 clusters Score -2.308684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169625 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -23086838.000000 Penalty: 5976.770020
	Iteration 83Q: 3 clusters Score -2.308684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -23086842.000000 Penalty: 5976.770020
	Iteration 84Q: 3 clusters Score -2.308684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169646 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -23086840.000000 Penalty: 5976.770020
	Iteration 85Q: 3 clusters Score -2.308684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -23086862.000000 Penalty: 5976.770020
	Iteration 86Q: 3 clusters Score -2.308686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23086852.000000 Penalty: 5976.770020
	Iteration 87Q: 3 clusters Score -2.308685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169678 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -23086870.000000 Penalty: 5976.770020
	Iteration 88Q: 3 clusters Score -2.308687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169690 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -23086854.000000 Penalty: 5976.770020
	Iteration 89Q: 3 clusters Score -2.308685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169696 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -23086858.000000 Penalty: 5976.770020
	Iteration 90Q: 3 clusters Score -2.308686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -23086860.000000 Penalty: 5976.770020
	Iteration 91Q: 3 clusters Score -2.308686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169729 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -23086876.000000 Penalty: 5976.770020
	Iteration 92Q: 3 clusters Score -2.308688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169743 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -23086902.000000 Penalty: 5976.770020
	Iteration 93Q: 3 clusters Score -2.30869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169748 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -23086904.000000 Penalty: 5976.770020
	Iteration 94Q: 3 clusters Score -2.30869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -23086920.000000 Penalty: 5976.770020
	Iteration 95Q: 3 clusters Score -2.308692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169761 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -23086910.000000 Penalty: 5976.770020
	Iteration 96Q: 3 clusters Score -2.308691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169766 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -23086896.000000 Penalty: 5976.770020
	Iteration 97Q: 3 clusters Score -2.30869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169766 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -23086912.000000 Penalty: 5976.770020
	Iteration 98Q: 3 clusters Score -2.308691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169768 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -23086916.000000 Penalty: 5976.770020
	Iteration 99Q: 3 clusters Score -2.308692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169771 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -23086940.000000 Penalty: 5976.770020
	Iteration 100F: 3 clusters Score -2.308694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169772 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -23086940.000000 Penalty: 5976.770020
	Iteration 101Q: 3 clusters Score -2.308694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169773 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -23086928.000000 Penalty: 5976.770020
	Iteration 102Q: 3 clusters Score -2.308693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169775 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -23086940.000000 Penalty: 5976.770020
	Iteration 103Q: 3 clusters Score -2.308694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169777 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -23086950.000000 Penalty: 5976.770020
	Iteration 104Q: 3 clusters Score -2.308695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169777 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -23086944.000000 Penalty: 5976.770020
	Iteration 105Q: 3 clusters Score -2.308694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169777 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -23086942.000000 Penalty: 5976.770020
	Iteration 106Q: 3 clusters Score -2.308694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169780 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -23086940.000000 Penalty: 5976.770020
	Iteration 107Q: 3 clusters Score -2.308694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169783 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -23086934.000000 Penalty: 5976.770020
	Iteration 108Q: 3 clusters Score -2.308693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169787 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -23086958.000000 Penalty: 5976.770020
	Iteration 109Q: 3 clusters Score -2.308696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169789 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -23086958.000000 Penalty: 5976.770020
	Iteration 110Q: 3 clusters Score -2.308696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169790 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -23086962.000000 Penalty: 5976.770020
	Iteration 111Q: 3 clusters Score -2.308696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169791 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -23086952.000000 Penalty: 5976.770020
	Iteration 112Q: 3 clusters Score -2.308695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169791 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -23086952.000000 Penalty: 5976.770020
	Iteration 113F: 3 clusters Score -2.308695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184431 members 
Mstep: Class 2 contains 28050 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 6 contains 184145 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 14524 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 198134 members 
Mstep: Class 18 contains 27636 members 
Mstep: Class 19 contains 206995 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 22 contains 171089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144331216.000000 Penalty: 72426.367188
Iteration 39Q: 22 clusters Score -1.443312e+08 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 183169 members 
Mstep: Class 2 contains 28952 members 
Mstep: Class 3 contains 8458 members 
Mstep: Class 4 contains 2859 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 185086 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 10333 members 
Mstep: Class 12 contains 15045 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 37859 members 
Mstep: Class 16 contains 2096 members 
Mstep: Class 17 contains 196840 members 
Mstep: Class 18 contains 28111 members 
Mstep: Class 19 contains 207209 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 22 contains 170957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144332560.000000 Penalty: 72426.367188
Iteration 40F: 22 clusters Score -1.443326e+08 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 181693 members 
Mstep: Class 2 contains 29915 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 2807 members 
Mstep: Class 5 contains 4926 members 
Mstep: Class 6 contains 185677 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 15454 members 
Mstep: Class 13 contains 2481 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 38542 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 194750 members 
Mstep: Class 18 contains 28421 members 
Mstep: Class 19 contains 207304 members 
Mstep: Class 20 contains 1923 members 
Mstep: Class 22 contains 170919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144334688.000000 Penalty: 72426.367188
Iteration 41Q: 22 clusters Score -1.443347e+08 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 179879 members 
Mstep: Class 2 contains 30852 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 5010 members 
Mstep: Class 6 contains 186210 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 11053 members 
Mstep: Class 12 contains 15889 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 14 contains 1421 members 
Mstep: Class 15 contains 38993 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 193493 members 
Mstep: Class 18 contains 28679 members 
Mstep: Class 19 contains 207375 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 22 contains 170886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144335632.000000 Penalty: 72426.367188
Iteration 42Q: 22 clusters Score -1.443356e+08 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 177998 members 
Mstep: Class 2 contains 31798 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 2696 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 186663 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 11405 members 
Mstep: Class 12 contains 16339 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 39300 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 192624 members 
Mstep: Class 18 contains 28899 members 
Mstep: Class 19 contains 207397 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 22 contains 170850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337008.000000 Penalty: 72426.367188
Iteration 43Q: 22 clusters Score -1.44337e+08 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 176134 members 
Mstep: Class 2 contains 32713 members 
Mstep: Class 3 contains 8221 members 
Mstep: Class 4 contains 2653 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 187012 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 2645 members 
Mstep: Class 10 contains 2301 members 
Mstep: Class 11 contains 11721 members 
Mstep: Class 12 contains 16750 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 39546 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 192031 members 
Mstep: Class 18 contains 29110 members 
Mstep: Class 19 contains 207390 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 22 contains 170857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337248.000000 Penalty: 72426.367188
Iteration 44Q: 22 clusters Score -1.443372e+08 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174194 members 
Mstep: Class 2 contains 33666 members 
Mstep: Class 3 contains 8173 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 5216 members 
Mstep: Class 6 contains 187247 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 2646 members 
Mstep: Class 10 contains 2309 members 
Mstep: Class 11 contains 12022 members 
Mstep: Class 12 contains 17153 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 39787 members 
Mstep: Class 16 contains 2257 members 
Mstep: Class 17 contains 191596 members 
Mstep: Class 18 contains 29279 members 
Mstep: Class 19 contains 207439 members 
Mstep: Class 20 contains 2048 members 
Mstep: Class 22 contains 170871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3446.808105 but Gain 3448.875000
Score: -144337968.000000 Penalty: 68977.492188
Iteration 45Q: 21 clusters Score -1.44338e+08 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 172565 members 
Mstep: Class 2 contains 34846 members 
Mstep: Class 3 contains 8133 members 
Mstep: Class 5 contains 5270 members 
Mstep: Class 6 contains 187578 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 2314 members 
Mstep: Class 11 contains 12327 members 
Mstep: Class 12 contains 17551 members 
Mstep: Class 13 contains 2469 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 39995 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 192224 members 
Mstep: Class 18 contains 29448 members 
Mstep: Class 19 contains 208265 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 22 contains 170984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340656.000000 Penalty: 68977.492188
Iteration 46Q: 21 clusters Score -1.443407e+08 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 170606 members 
Mstep: Class 2 contains 35867 members 
Mstep: Class 3 contains 8109 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 187504 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 2646 members 
Mstep: Class 10 contains 2320 members 
Mstep: Class 11 contains 12668 members 
Mstep: Class 12 contains 17957 members 
Mstep: Class 13 contains 2473 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 40278 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 192049 members 
Mstep: Class 18 contains 29578 members 
Mstep: Class 19 contains 208301 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 22 contains 170877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340928.000000 Penalty: 68977.492188
Iteration 47Q: 21 clusters Score -1.443409e+08 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168592 members 
Mstep: Class 2 contains 36914 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 187397 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 2648 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 13011 members 
Mstep: Class 12 contains 18332 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 40517 members 
Mstep: Class 16 contains 2329 members 
Mstep: Class 17 contains 192055 members 
Mstep: Class 18 contains 29706 members 
Mstep: Class 19 contains 208312 members 
Mstep: Class 20 contains 2143 members 
Mstep: Class 22 contains 170810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341184.000000 Penalty: 68977.492188
Iteration 48Q: 21 clusters Score -1.443412e+08 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166604 members 
Mstep: Class 2 contains 37934 members 
Mstep: Class 3 contains 8043 members 
Mstep: Class 5 contains 5354 members 
Mstep: Class 6 contains 187189 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 8 contains 759 members 
Mstep: Class 9 contains 2652 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 13375 members 
Mstep: Class 12 contains 18688 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 40755 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 192140 members 
Mstep: Class 18 contains 29839 members 
Mstep: Class 19 contains 208303 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 22 contains 170771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342048.000000 Penalty: 68977.492188
Iteration 49Q: 21 clusters Score -1.44342e+08 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 164648 members 
Mstep: Class 2 contains 38944 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 186838 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 2334 members 
Mstep: Class 11 contains 13729 members 
Mstep: Class 12 contains 19040 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 40967 members 
Mstep: Class 16 contains 2378 members 
Mstep: Class 17 contains 192300 members 
Mstep: Class 18 contains 29939 members 
Mstep: Class 19 contains 208355 members 
Mstep: Class 20 contains 2181 members 
Mstep: Class 22 contains 170784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342704.000000 Penalty: 68977.492188
Iteration 50Q: 21 clusters Score -1.443427e+08 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 162764 members 
Mstep: Class 2 contains 39926 members 
Mstep: Class 3 contains 7966 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 186475 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 2343 members 
Mstep: Class 11 contains 14114 members 
Mstep: Class 12 contains 19388 members 
Mstep: Class 13 contains 2479 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 41174 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 192477 members 
Mstep: Class 18 contains 30042 members 
Mstep: Class 19 contains 208437 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 22 contains 170737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342976.000000 Penalty: 68977.492188
Iteration 51Q: 21 clusters Score -1.44343e+08 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 160985 members 
Mstep: Class 2 contains 40874 members 
Mstep: Class 3 contains 7945 members 
Mstep: Class 5 contains 5397 members 
Mstep: Class 6 contains 186070 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 2353 members 
Mstep: Class 11 contains 14533 members 
Mstep: Class 12 contains 19699 members 
Mstep: Class 13 contains 2500 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 41355 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 192667 members 
Mstep: Class 18 contains 30138 members 
Mstep: Class 19 contains 208482 members 
Mstep: Class 20 contains 2208 members 
Mstep: Class 22 contains 170689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342992.000000 Penalty: 68977.492188
Iteration 52Q: 21 clusters Score -1.44343e+08 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 159422 members 
Mstep: Class 2 contains 41700 members 
Mstep: Class 3 contains 7918 members 
Mstep: Class 5 contains 5400 members 
Mstep: Class 6 contains 185643 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 11 contains 14965 members 
Mstep: Class 12 contains 19992 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 41545 members 
Mstep: Class 16 contains 2419 members 
Mstep: Class 17 contains 192812 members 
Mstep: Class 18 contains 30201 members 
Mstep: Class 19 contains 208612 members 
Mstep: Class 20 contains 2219 members 
Mstep: Class 22 contains 170581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144343360.000000 Penalty: 68977.492188
Iteration 53Q: 21 clusters Score -1.443434e+08 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 158058 members 
Mstep: Class 2 contains 42471 members 
Mstep: Class 3 contains 7898 members 
Mstep: Class 5 contains 5405 members 
Mstep: Class 6 contains 185226 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 2656 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 15386 members 
Mstep: Class 12 contains 20269 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 41727 members 
Mstep: Class 16 contains 2428 members 
Mstep: Class 17 contains 192888 members 
Mstep: Class 18 contains 30267 members 
Mstep: Class 19 contains 208738 members 
Mstep: Class 20 contains 2231 members 
Mstep: Class 22 contains 170420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144343936.000000 Penalty: 68977.492188
Iteration 54Q: 21 clusters Score -1.443439e+08 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 2 contains 43238 members 
Mstep: Class 3 contains 7872 members 
Mstep: Class 5 contains 5403 members 
Mstep: Class 6 contains 184777 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 15808 members 
Mstep: Class 12 contains 20574 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 41905 members 
Mstep: Class 16 contains 2437 members 
Mstep: Class 17 contains 192891 members 
Mstep: Class 18 contains 30343 members 
Mstep: Class 19 contains 208772 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 22 contains 170282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344272.000000 Penalty: 68977.492188
Iteration 55Q: 21 clusters Score -1.443443e+08 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 155686 members 
Mstep: Class 2 contains 43958 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 5 contains 5400 members 
Mstep: Class 6 contains 184384 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 2656 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 16253 members 
Mstep: Class 12 contains 20878 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 42073 members 
Mstep: Class 16 contains 2441 members 
Mstep: Class 17 contains 192803 members 
Mstep: Class 18 contains 30399 members 
Mstep: Class 19 contains 208824 members 
Mstep: Class 20 contains 2261 members 
Mstep: Class 22 contains 170154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344320.000000 Penalty: 68977.492188
Iteration 56Q: 21 clusters Score -1.443443e+08 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 154481 members 
Mstep: Class 2 contains 44627 members 
Mstep: Class 3 contains 7822 members 
Mstep: Class 5 contains 5397 members 
Mstep: Class 6 contains 184000 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 2645 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 16725 members 
Mstep: Class 12 contains 21150 members 
Mstep: Class 13 contains 2564 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 42248 members 
Mstep: Class 16 contains 2449 members 
Mstep: Class 17 contains 192746 members 
Mstep: Class 18 contains 30481 members 
Mstep: Class 19 contains 208916 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 22 contains 170037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344672.000000 Penalty: 68977.492188
Iteration 57Q: 21 clusters Score -1.443447e+08 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 153279 members 
Mstep: Class 2 contains 45281 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 5 contains 5398 members 
Mstep: Class 6 contains 183555 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 17178 members 
Mstep: Class 12 contains 21386 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 42398 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 192704 members 
Mstep: Class 18 contains 30573 members 
Mstep: Class 19 contains 209026 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 22 contains 170027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345136.000000 Penalty: 68977.492188
Iteration 58Q: 21 clusters Score -1.443451e+08 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 152192 members 
Mstep: Class 2 contains 45891 members 
Mstep: Class 3 contains 7782 members 
Mstep: Class 5 contains 5393 members 
Mstep: Class 6 contains 183055 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 17640 members 
Mstep: Class 12 contains 21624 members 
Mstep: Class 13 contains 2563 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 42530 members 
Mstep: Class 16 contains 2480 members 
Mstep: Class 17 contains 192677 members 
Mstep: Class 18 contains 30646 members 
Mstep: Class 19 contains 209086 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 22 contains 170055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344912.000000 Penalty: 68977.492188
Iteration 59Q: 21 clusters Score -1.443449e+08 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 46434 members 
Mstep: Class 3 contains 7771 members 
Mstep: Class 5 contains 5386 members 
Mstep: Class 6 contains 182488 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 18128 members 
Mstep: Class 12 contains 21845 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 42646 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 192647 members 
Mstep: Class 18 contains 30725 members 
Mstep: Class 19 contains 209183 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 22 contains 170070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345408.000000 Penalty: 68977.492188
Iteration 60F: 21 clusters Score -1.443454e+08 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 150272 members 
Mstep: Class 2 contains 46953 members 
Mstep: Class 3 contains 7754 members 
Mstep: Class 5 contains 5369 members 
Mstep: Class 6 contains 181964 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2643 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 18601 members 
Mstep: Class 12 contains 22054 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 42759 members 
Mstep: Class 16 contains 2504 members 
Mstep: Class 17 contains 192571 members 
Mstep: Class 18 contains 30798 members 
Mstep: Class 19 contains 209287 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 22 contains 170103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144346240.000000 Penalty: 68977.492188
Iteration 61Q: 21 clusters Score -1.443462e+08 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 149303 members 
Mstep: Class 2 contains 47458 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 5 contains 5361 members 
Mstep: Class 6 contains 181454 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 19050 members 
Mstep: Class 12 contains 22273 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 42880 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 17 contains 192501 members 
Mstep: Class 18 contains 30846 members 
Mstep: Class 19 contains 209435 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 22 contains 170150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347024.000000 Penalty: 68977.492188
Iteration 62Q: 21 clusters Score -1.44347e+08 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 148412 members 
Mstep: Class 2 contains 47943 members 
Mstep: Class 3 contains 7732 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 180919 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 19496 members 
Mstep: Class 12 contains 22458 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 42981 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 192467 members 
Mstep: Class 18 contains 30874 members 
Mstep: Class 19 contains 209565 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 170229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347136.000000 Penalty: 68977.492188
Iteration 63Q: 21 clusters Score -1.443471e+08 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 48379 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 5 contains 5336 members 
Mstep: Class 6 contains 180349 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 765 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 2418 members 
Mstep: Class 11 contains 19956 members 
Mstep: Class 12 contains 22651 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 43065 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 192414 members 
Mstep: Class 18 contains 30902 members 
Mstep: Class 19 contains 209646 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 22 contains 170262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347040.000000 Penalty: 68977.492188
Iteration 64Q: 21 clusters Score -1.44347e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 147061 members 
Mstep: Class 2 contains 48788 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 6 contains 179727 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 20414 members 
Mstep: Class 12 contains 22844 members 
Mstep: Class 13 contains 2578 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 43132 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 192406 members 
Mstep: Class 18 contains 30936 members 
Mstep: Class 19 contains 209749 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 22 contains 170284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144346992.000000 Penalty: 68977.492188
Iteration 65Q: 21 clusters Score -1.44347e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 146521 members 
Mstep: Class 2 contains 49145 members 
Mstep: Class 3 contains 7713 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 179118 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 2424 members 
Mstep: Class 11 contains 20870 members 
Mstep: Class 12 contains 23026 members 
Mstep: Class 13 contains 2577 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 43214 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 192305 members 
Mstep: Class 18 contains 30972 members 
Mstep: Class 19 contains 209869 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 22 contains 170286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347152.000000 Penalty: 68977.492188
Iteration 66Q: 21 clusters Score -1.443472e+08 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 145987 members 
Mstep: Class 2 contains 49508 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 178564 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 21295 members 
Mstep: Class 12 contains 23205 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 43301 members 
Mstep: Class 16 contains 2543 members 
Mstep: Class 17 contains 192254 members 
Mstep: Class 18 contains 31006 members 
Mstep: Class 19 contains 209953 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 22 contains 170269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347616.000000 Penalty: 68977.492188
Iteration 67Q: 21 clusters Score -1.443476e+08 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 145472 members 
Mstep: Class 2 contains 49861 members 
Mstep: Class 3 contains 7689 members 
Mstep: Class 5 contains 5300 members 
Mstep: Class 6 contains 177993 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 2429 members 
Mstep: Class 11 contains 21689 members 
Mstep: Class 12 contains 23382 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 43388 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 192187 members 
Mstep: Class 18 contains 31037 members 
Mstep: Class 19 contains 210060 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 22 contains 170272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347824.000000 Penalty: 68977.492188
Iteration 68Q: 21 clusters Score -1.443478e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 144945 members 
Mstep: Class 2 contains 50237 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 5 contains 5287 members 
Mstep: Class 6 contains 177478 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 22072 members 
Mstep: Class 12 contains 23570 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 43473 members 
Mstep: Class 16 contains 2559 members 
Mstep: Class 17 contains 192134 members 
Mstep: Class 18 contains 31074 members 
Mstep: Class 19 contains 210122 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 22 contains 170236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348096.000000 Penalty: 68977.492188
Iteration 69Q: 21 clusters Score -1.443481e+08 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 50613 members 
Mstep: Class 3 contains 7698 members 
Mstep: Class 5 contains 5273 members 
Mstep: Class 6 contains 176878 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 22469 members 
Mstep: Class 12 contains 23730 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 43552 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 17 contains 192142 members 
Mstep: Class 18 contains 31102 members 
Mstep: Class 19 contains 210192 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 22 contains 170212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347968.000000 Penalty: 68977.492188
Iteration 70Q: 21 clusters Score -1.44348e+08 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 144048 members 
Mstep: Class 2 contains 50955 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 5 contains 5259 members 
Mstep: Class 6 contains 176263 members 
Mstep: Class 7 contains 2342 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 2438 members 
Mstep: Class 11 contains 22876 members 
Mstep: Class 12 contains 23857 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 43622 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 192155 members 
Mstep: Class 18 contains 31115 members 
Mstep: Class 19 contains 210254 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 22 contains 170202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347712.000000 Penalty: 68977.492188
Iteration 71Q: 21 clusters Score -1.443477e+08 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 51259 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 175725 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2619 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 23224 members 
Mstep: Class 12 contains 23984 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 43690 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 192162 members 
Mstep: Class 18 contains 31135 members 
Mstep: Class 19 contains 210296 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 22 contains 170192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347888.000000 Penalty: 68977.492188
Iteration 72Q: 21 clusters Score -1.443479e+08 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 143298 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 5 contains 5236 members 
Mstep: Class 6 contains 175200 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 23561 members 
Mstep: Class 12 contains 24113 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 15 contains 43747 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 192178 members 
Mstep: Class 18 contains 31153 members 
Mstep: Class 19 contains 210383 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 22 contains 170175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348160.000000 Penalty: 68977.492188
Iteration 73Q: 21 clusters Score -1.443482e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142933 members 
Mstep: Class 2 contains 51855 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 5 contains 5226 members 
Mstep: Class 6 contains 174641 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 23919 members 
Mstep: Class 12 contains 24235 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 43800 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 192161 members 
Mstep: Class 18 contains 31166 members 
Mstep: Class 19 contains 210472 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 22 contains 170176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348304.000000 Penalty: 68977.492188
Iteration 74Q: 21 clusters Score -1.443483e+08 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 52143 members 
Mstep: Class 3 contains 7664 members 
Mstep: Class 5 contains 5208 members 
Mstep: Class 6 contains 174149 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 2604 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 24258 members 
Mstep: Class 12 contains 24365 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 15 contains 43849 members 
Mstep: Class 16 contains 2629 members 
Mstep: Class 17 contains 192130 members 
Mstep: Class 18 contains 31181 members 
Mstep: Class 19 contains 210554 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 22 contains 170184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348544.000000 Penalty: 68977.492188
Iteration 75Q: 21 clusters Score -1.443485e+08 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142272 members 
Mstep: Class 2 contains 52380 members 
Mstep: Class 3 contains 7652 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 6 contains 173724 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 2601 members 
Mstep: Class 10 contains 2460 members 
Mstep: Class 11 contains 24551 members 
Mstep: Class 12 contains 24482 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 43897 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 192038 members 
Mstep: Class 18 contains 31215 members 
Mstep: Class 19 contains 210634 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 22 contains 170187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348880.000000 Penalty: 68977.492188
Iteration 76Q: 21 clusters Score -1.443489e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142018 members 
Mstep: Class 2 contains 52594 members 
Mstep: Class 3 contains 7638 members 
Mstep: Class 5 contains 5170 members 
Mstep: Class 6 contains 173322 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 2599 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 24834 members 
Mstep: Class 12 contains 24603 members 
Mstep: Class 13 contains 2578 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 43943 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 191956 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 19 contains 210682 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 22 contains 170199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348848.000000 Penalty: 68977.492188
Iteration 77Q: 21 clusters Score -1.443488e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141791 members 
Mstep: Class 2 contains 52784 members 
Mstep: Class 3 contains 7616 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 6 contains 172953 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 2596 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 25081 members 
Mstep: Class 12 contains 24728 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 43980 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 191900 members 
Mstep: Class 18 contains 31278 members 
Mstep: Class 19 contains 210679 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 22 contains 170226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349216.000000 Penalty: 68977.492188
Iteration 78Q: 21 clusters Score -1.443492e+08 nChanged 2510
Entering ConstructFrom: 
Score: -144349216.000000 Penalty: 68977.492188
Entering ConstructFrom: 
Trying to split cluster 1 (141510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141510 members 
Entering Unmasked Estep 
Score: -19037674.000000 Penalty: 2941.311035
	Iteration 0F: 2 clusters Score -1.903767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -18942896.000000 Penalty: 5882.622070
	Iteration 0F: 3 clusters Score -1.89429e+07 nChanged 67513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -18982462.000000 Penalty: 5882.622070
	Iteration 1F: 3 clusters Score -1.898246e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -18983690.000000 Penalty: 5882.622070
	Iteration 2Q: 3 clusters Score -1.898369e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
Score: -18985352.000000 Penalty: 5882.622070
	Iteration 3Q: 3 clusters Score -1.898535e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -18987508.000000 Penalty: 5882.622070
	Iteration 4Q: 3 clusters Score -1.898751e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -18990488.000000 Penalty: 5882.622070
	Iteration 5Q: 3 clusters Score -1.899049e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -18994628.000000 Penalty: 5882.622070
	Iteration 6F: 3 clusters Score -1.899463e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -19000088.000000 Penalty: 5882.622070
	Iteration 7F: 3 clusters Score -1.900009e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -19006628.000000 Penalty: 5882.622070
	Iteration 8F: 3 clusters Score -1.900663e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -19012382.000000 Penalty: 5882.622070
	Iteration 9F: 3 clusters Score -1.901238e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
Score: -19015386.000000 Penalty: 5882.622070
	Iteration 10Q: 3 clusters Score -1.901539e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -19016606.000000 Penalty: 5882.622070
	Iteration 11Q: 3 clusters Score -1.901661e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -19017296.000000 Penalty: 5882.622070
	Iteration 12Q: 3 clusters Score -1.90173e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -19017648.000000 Penalty: 5882.622070
	Iteration 13Q: 3 clusters Score -1.901765e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 83356 members 
Entering Unmasked Estep 
Score: -19018130.000000 Penalty: 5882.622070
	Iteration 14Q: 3 clusters Score -1.901813e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -19018382.000000 Penalty: 5882.622070
	Iteration 15Q: 3 clusters Score -1.901838e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 83810 members 
Entering Unmasked Estep 
Score: -19018644.000000 Penalty: 5882.622070
	Iteration 16Q: 3 clusters Score -1.901864e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 83964 members 
Entering Unmasked Estep 
Score: -19018880.000000 Penalty: 5882.622070
	Iteration 17Q: 3 clusters Score -1.901888e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -19019162.000000 Penalty: 5882.622070
	Iteration 18Q: 3 clusters Score -1.901916e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 84420 members 
Entering Unmasked Estep 
Score: -19019496.000000 Penalty: 5882.622070
	Iteration 19Q: 3 clusters Score -1.90195e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -19019738.000000 Penalty: 5882.622070
	Iteration 20F: 3 clusters Score -1.901974e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -19019952.000000 Penalty: 5882.622070
	Iteration 21Q: 3 clusters Score -1.901995e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 84978 members 
Entering Unmasked Estep 
Score: -19020184.000000 Penalty: 5882.622070
	Iteration 22Q: 3 clusters Score -1.902018e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 85226 members 
Entering Unmasked Estep 
Score: -19020410.000000 Penalty: 5882.622070
	Iteration 23Q: 3 clusters Score -1.902041e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -19020562.000000 Penalty: 5882.622070
	Iteration 24Q: 3 clusters Score -1.902056e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -19020674.000000 Penalty: 5882.622070
	Iteration 25Q: 3 clusters Score -1.902067e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -19020822.000000 Penalty: 5882.622070
	Iteration 26Q: 3 clusters Score -1.902082e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 86555 members 
Entering Unmasked Estep 
Score: -19020806.000000 Penalty: 5882.622070
	Iteration 27Q: 3 clusters Score -1.902081e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 86999 members 
Entering Unmasked Estep 
Score: -19020948.000000 Penalty: 5882.622070
	Iteration 28Q: 3 clusters Score -1.902095e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -19021022.000000 Penalty: 5882.622070
	Iteration 29Q: 3 clusters Score -1.902102e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -19021070.000000 Penalty: 5882.622070
	Iteration 30Q: 3 clusters Score -1.902107e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -19021116.000000 Penalty: 5882.622070
	Iteration 31Q: 3 clusters Score -1.902112e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -19021136.000000 Penalty: 5882.622070
	Iteration 32Q: 3 clusters Score -1.902114e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -19021226.000000 Penalty: 5882.622070
	Iteration 33Q: 3 clusters Score -1.902123e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -19021370.000000 Penalty: 5882.622070
	Iteration 34Q: 3 clusters Score -1.902137e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -19021358.000000 Penalty: 5882.622070
	Iteration 35Q: 3 clusters Score -1.902136e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 91444 members 
Entering Unmasked Estep 
Score: -19021376.000000 Penalty: 5882.622070
	Iteration 36Q: 3 clusters Score -1.902138e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 92122 members 
Entering Unmasked Estep 
Score: -19021388.000000 Penalty: 5882.622070
	Iteration 37Q: 3 clusters Score -1.902139e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -19021396.000000 Penalty: 5882.622070
	Iteration 38Q: 3 clusters Score -1.90214e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -19021456.000000 Penalty: 5882.622070
	Iteration 39Q: 3 clusters Score -1.902146e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 94252 members 
Entering Unmasked Estep 
Score: -19021520.000000 Penalty: 5882.622070
	Iteration 40F: 3 clusters Score -1.902152e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -19021586.000000 Penalty: 5882.622070
	Iteration 41Q: 3 clusters Score -1.902159e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -19021684.000000 Penalty: 5882.622070
	Iteration 42Q: 3 clusters Score -1.902168e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 96766 members 
Entering Unmasked Estep 
Score: -19021820.000000 Penalty: 5882.622070
	Iteration 43Q: 3 clusters Score -1.902182e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -19021982.000000 Penalty: 5882.622070
	Iteration 44Q: 3 clusters Score -1.902198e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 98659 members 
Entering Unmasked Estep 
Score: -19022102.000000 Penalty: 5882.622070
	Iteration 45Q: 3 clusters Score -1.90221e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 99691 members 
Entering Unmasked Estep 
Score: -19022260.000000 Penalty: 5882.622070
	Iteration 46Q: 3 clusters Score -1.902226e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -19022410.000000 Penalty: 5882.622070
	Iteration 47Q: 3 clusters Score -1.902241e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -19022676.000000 Penalty: 5882.622070
	Iteration 48Q: 3 clusters Score -1.902268e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 103072 members 
Entering Unmasked Estep 
Score: -19022942.000000 Penalty: 5882.622070
	Iteration 49Q: 3 clusters Score -1.902294e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
Score: -19023234.000000 Penalty: 5882.622070
	Iteration 50Q: 3 clusters Score -1.902323e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -19023498.000000 Penalty: 5882.622070
	Iteration 51Q: 3 clusters Score -1.90235e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 107257 members 
Entering Unmasked Estep 
Score: -19023982.000000 Penalty: 5882.622070
	Iteration 52Q: 3 clusters Score -1.902398e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 108842 members 
Entering Unmasked Estep 
Score: -19024330.000000 Penalty: 5882.622070
	Iteration 53Q: 3 clusters Score -1.902433e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -19024638.000000 Penalty: 5882.622070
	Iteration 54Q: 3 clusters Score -1.902464e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 112138 members 
Entering Unmasked Estep 
Score: -19025070.000000 Penalty: 5882.622070
	Iteration 55Q: 3 clusters Score -1.902507e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 113865 members 
Entering Unmasked Estep 
Score: -19025468.000000 Penalty: 5882.622070
	Iteration 56Q: 3 clusters Score -1.902547e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -19025862.000000 Penalty: 5882.622070
	Iteration 57Q: 3 clusters Score -1.902586e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -19026420.000000 Penalty: 5882.622070
	Iteration 58Q: 3 clusters Score -1.902642e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 119437 members 
Entering Unmasked Estep 
Score: -19026990.000000 Penalty: 5882.622070
	Iteration 59Q: 3 clusters Score -1.902699e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 121360 members 
Entering Unmasked Estep 
Score: -19027650.000000 Penalty: 5882.622070
	Iteration 60F: 3 clusters Score -1.902765e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 123363 members 
Entering Unmasked Estep 
Score: -19028170.000000 Penalty: 5882.622070
	Iteration 61Q: 3 clusters Score -1.902817e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 125290 members 
Entering Unmasked Estep 
Score: -19028916.000000 Penalty: 5882.622070
	Iteration 62Q: 3 clusters Score -1.902892e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -19029660.000000 Penalty: 5882.622070
	Iteration 63Q: 3 clusters Score -1.902966e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 128976 members 
Entering Unmasked Estep 
Score: -19030316.000000 Penalty: 5882.622070
	Iteration 64Q: 3 clusters Score -1.903032e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 130717 members 
Entering Unmasked Estep 
Score: -19031088.000000 Penalty: 5882.622070
	Iteration 65Q: 3 clusters Score -1.903109e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 132246 members 
Entering Unmasked Estep 
Score: -19031682.000000 Penalty: 5882.622070
	Iteration 66Q: 3 clusters Score -1.903168e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 133622 members 
Entering Unmasked Estep 
Score: -19032186.000000 Penalty: 5882.622070
	Iteration 67Q: 3 clusters Score -1.903219e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 134862 members 
Entering Unmasked Estep 
Score: -19032756.000000 Penalty: 5882.622070
	Iteration 68Q: 3 clusters Score -1.903276e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 135933 members 
Entering Unmasked Estep 
Score: -19033182.000000 Penalty: 5882.622070
	Iteration 69Q: 3 clusters Score -1.903318e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 136846 members 
Entering Unmasked Estep 
Score: -19033568.000000 Penalty: 5882.622070
	Iteration 70Q: 3 clusters Score -1.903357e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 137606 members 
Entering Unmasked Estep 
Score: -19033850.000000 Penalty: 5882.622070
	Iteration 71Q: 3 clusters Score -1.903385e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 138195 members 
Entering Unmasked Estep 
Score: -19034142.000000 Penalty: 5882.622070
	Iteration 72Q: 3 clusters Score -1.903414e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 138671 members 
Entering Unmasked Estep 
Score: -19034314.000000 Penalty: 5882.622070
	Iteration 73Q: 3 clusters Score -1.903431e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 139060 members 
Entering Unmasked Estep 
Score: -19034490.000000 Penalty: 5882.622070
	Iteration 74Q: 3 clusters Score -1.903449e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -19034676.000000 Penalty: 5882.622070
	Iteration 75Q: 3 clusters Score -1.903468e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 139652 members 
Entering Unmasked Estep 
Score: -19034772.000000 Penalty: 5882.622070
	Iteration 76Q: 3 clusters Score -1.903477e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 139846 members 
Entering Unmasked Estep 
Score: -19034850.000000 Penalty: 5882.622070
	Iteration 77Q: 3 clusters Score -1.903485e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -19034930.000000 Penalty: 5882.622070
	Iteration 78Q: 3 clusters Score -1.903493e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 140099 members 
Entering Unmasked Estep 
Score: -19034988.000000 Penalty: 5882.622070
	Iteration 79Q: 3 clusters Score -1.903499e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 140196 members 
Entering Unmasked Estep 
Score: -19035012.000000 Penalty: 5882.622070
	Iteration 80F: 3 clusters Score -1.903501e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 140278 members 
Entering Unmasked Estep 
Score: -19035058.000000 Penalty: 5882.622070
	Iteration 81Q: 3 clusters Score -1.903506e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 140328 members 
Entering Unmasked Estep 
Score: -19035076.000000 Penalty: 5882.622070
	Iteration 82Q: 3 clusters Score -1.903508e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 140357 members 
Entering Unmasked Estep 
Score: -19035094.000000 Penalty: 5882.622070
	Iteration 83Q: 3 clusters Score -1.903509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 140388 members 
Entering Unmasked Estep 
Score: -19035100.000000 Penalty: 5882.622070
	Iteration 84Q: 3 clusters Score -1.90351e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 140423 members 
Entering Unmasked Estep 
Score: -19035124.000000 Penalty: 5882.622070
	Iteration 85Q: 3 clusters Score -1.903512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -19035146.000000 Penalty: 5882.622070
	Iteration 86Q: 3 clusters Score -1.903515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 140466 members 
Entering Unmasked Estep 
Score: -19035140.000000 Penalty: 5882.622070
	Iteration 87Q: 3 clusters Score -1.903514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 140487 members 
Entering Unmasked Estep 
Score: -19035152.000000 Penalty: 5882.622070
	Iteration 88Q: 3 clusters Score -1.903515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 140505 members 
Entering Unmasked Estep 
Score: -19035174.000000 Penalty: 5882.622070
	Iteration 89Q: 3 clusters Score -1.903517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 140521 members 
Entering Unmasked Estep 
Score: -19035172.000000 Penalty: 5882.622070
	Iteration 90Q: 3 clusters Score -1.903517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 140535 members 
Entering Unmasked Estep 
Score: -19035216.000000 Penalty: 5882.622070
	Iteration 91Q: 3 clusters Score -1.903522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 140551 members 
Entering Unmasked Estep 
Score: -19035224.000000 Penalty: 5882.622070
	Iteration 92Q: 3 clusters Score -1.903522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 140560 members 
Entering Unmasked Estep 
Score: -19035202.000000 Penalty: 5882.622070
	Iteration 93Q: 3 clusters Score -1.90352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 140564 members 
Entering Unmasked Estep 
Score: -19035194.000000 Penalty: 5882.622070
	Iteration 94Q: 3 clusters Score -1.903519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 140570 members 
Entering Unmasked Estep 
Score: -19035212.000000 Penalty: 5882.622070
	Iteration 95Q: 3 clusters Score -1.903521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 140570 members 
Entering Unmasked Estep 
Score: -19035220.000000 Penalty: 5882.622070
	Iteration 96Q: 3 clusters Score -1.903522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 140570 members 
Entering Unmasked Estep 
Score: -19035228.000000 Penalty: 5882.622070
	Iteration 97Q: 3 clusters Score -1.903523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 140577 members 
Entering Unmasked Estep 
Score: -19035234.000000 Penalty: 5882.622070
	Iteration 98Q: 3 clusters Score -1.903523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 140582 members 
Entering Unmasked Estep 
Score: -19035232.000000 Penalty: 5882.622070
	Iteration 99Q: 3 clusters Score -1.903523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 140587 members 
Entering Unmasked Estep 
Score: -19035214.000000 Penalty: 5882.622070
	Iteration 100F: 3 clusters Score -1.903521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 140590 members 
Entering Unmasked Estep 
Score: -19035218.000000 Penalty: 5882.622070
	Iteration 101Q: 3 clusters Score -1.903522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 140597 members 
Entering Unmasked Estep 
Score: -19035242.000000 Penalty: 5882.622070
	Iteration 102Q: 3 clusters Score -1.903524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 140600 members 
Entering Unmasked Estep 
Score: -19035240.000000 Penalty: 5882.622070
	Iteration 103Q: 3 clusters Score -1.903524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 140600 members 
Entering Unmasked Estep 
Score: -19035244.000000 Penalty: 5882.622070
	Iteration 104Q: 3 clusters Score -1.903524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 140601 members 
Entering Unmasked Estep 
Score: -19035246.000000 Penalty: 5882.622070
	Iteration 105Q: 3 clusters Score -1.903525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 140605 members 
Entering Unmasked Estep 
Score: -19035244.000000 Penalty: 5882.622070
	Iteration 106Q: 3 clusters Score -1.903524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 140610 members 
Entering Unmasked Estep 
Score: -19035248.000000 Penalty: 5882.622070
	Iteration 107Q: 3 clusters Score -1.903525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 140614 members 
Entering Unmasked Estep 
Score: -19035256.000000 Penalty: 5882.622070
	Iteration 108Q: 3 clusters Score -1.903526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 140617 members 
Entering Unmasked Estep 
Score: -19035248.000000 Penalty: 5882.622070
	Iteration 109Q: 3 clusters Score -1.903525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 140619 members 
Entering Unmasked Estep 
Score: -19035250.000000 Penalty: 5882.622070
	Iteration 110Q: 3 clusters Score -1.903525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 140622 members 
Entering Unmasked Estep 
Score: -19035260.000000 Penalty: 5882.622070
	Iteration 111Q: 3 clusters Score -1.903526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -19035262.000000 Penalty: 5882.622070
	Iteration 112Q: 3 clusters Score -1.903526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -19035262.000000 Penalty: 5882.622070
	Iteration 113F: 3 clusters Score -1.903526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Entering Unmasked Estep 
Score: -7192161.500000 Penalty: 2697.718262
	Iteration 0F: 2 clusters Score -7192162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -7156614.000000 Penalty: 5395.436523
	Iteration 0F: 3 clusters Score -7156614 nChanged 24489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -7171500.000000 Penalty: 5395.436523
	Iteration 1F: 3 clusters Score -7171500 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -7173756.500000 Penalty: 5395.436523
	Iteration 2F: 3 clusters Score -7173756 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -7176076.000000 Penalty: 5395.436523
	Iteration 3F: 3 clusters Score -7176076 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -7178687.000000 Penalty: 5395.436523
	Iteration 4F: 3 clusters Score -7178687 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -7181374.000000 Penalty: 5395.436523
	Iteration 5F: 3 clusters Score -7181374 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -7184580.500000 Penalty: 5395.436523
	Iteration 6F: 3 clusters Score -7184580 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -7187539.000000 Penalty: 5395.436523
	Iteration 7F: 3 clusters Score -7187539 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -7189668.000000 Penalty: 5395.436523
	Iteration 8F: 3 clusters Score -7189668 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -7191119.000000 Penalty: 5395.436523
	Iteration 9Q: 3 clusters Score -7191119 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -7191976.500000 Penalty: 5395.436523
	Iteration 10Q: 3 clusters Score -7191976 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -7192583.500000 Penalty: 5395.436523
	Iteration 11Q: 3 clusters Score -7192584 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7192960.000000 Penalty: 5395.436523
	Iteration 12Q: 3 clusters Score -7192960 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -7193203.500000 Penalty: 5395.436523
	Iteration 13Q: 3 clusters Score -7193204 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -7193345.000000 Penalty: 5395.436523
	Iteration 14Q: 3 clusters Score -7193345 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7193454.000000 Penalty: 5395.436523
	Iteration 15Q: 3 clusters Score -7193454 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7193488.000000 Penalty: 5395.436523
	Iteration 16Q: 3 clusters Score -7193488 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7193535.000000 Penalty: 5395.436523
	Iteration 17Q: 3 clusters Score -7193535 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7193563.000000 Penalty: 5395.436523
	Iteration 18Q: 3 clusters Score -7193563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7193584.000000 Penalty: 5395.436523
	Iteration 19Q: 3 clusters Score -7193584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7193590.500000 Penalty: 5395.436523
	Iteration 20F: 3 clusters Score -7193590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7193594.000000 Penalty: 5395.436523
	Iteration 21Q: 3 clusters Score -7193594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7193609.000000 Penalty: 5395.436523
	Iteration 22Q: 3 clusters Score -7193609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7193610.000000 Penalty: 5395.436523
	Iteration 23Q: 3 clusters Score -7193610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7193606.000000 Penalty: 5395.436523
	Iteration 24Q: 3 clusters Score -7193606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7193598.500000 Penalty: 5395.436523
	Iteration 25Q: 3 clusters Score -7193598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7193601.000000 Penalty: 5395.436523
	Iteration 26Q: 3 clusters Score -7193601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7193610.000000 Penalty: 5395.436523
	Iteration 27Q: 3 clusters Score -7193610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7193607.500000 Penalty: 5395.436523
	Iteration 28Q: 3 clusters Score -7193608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7193612.500000 Penalty: 5395.436523
	Iteration 29Q: 3 clusters Score -7193612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7193616.500000 Penalty: 5395.436523
	Iteration 30Q: 3 clusters Score -7193616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7193616.500000 Penalty: 5395.436523
	Iteration 31F: 3 clusters Score -7193616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141510 members 
Mstep: Class 2 contains 51221 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 5133 members 
Mstep: Class 6 contains 172668 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 25336 members 
Mstep: Class 12 contains 24861 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 44015 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 191868 members 
Mstep: Class 18 contains 31309 members 
Mstep: Class 19 contains 210636 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 22 contains 170223 members 
Entering Unmasked Estep 
Score: -144350192.000000 Penalty: 72426.367188
Splitting cluster 2 changes total score from -144349216.000000 to -144350192.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (7609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Entering Unmasked Estep 
Score: -986307.500000 Penalty: 2216.397705
	Iteration 0F: 2 clusters Score -986307.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -980068.375000 Penalty: 4432.795410
	Iteration 0F: 3 clusters Score -980068.4 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -981664.000000 Penalty: 4432.795410
	Iteration 1F: 3 clusters Score -981664 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -981935.937500 Penalty: 4432.795410
	Iteration 2F: 3 clusters Score -981935.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -982138.375000 Penalty: 4432.795410
	Iteration 3F: 3 clusters Score -982138.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -982285.187500 Penalty: 4432.795410
	Iteration 4Q: 3 clusters Score -982285.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -982404.250000 Penalty: 4432.795410
	Iteration 5Q: 3 clusters Score -982404.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -982577.375000 Penalty: 4432.795410
	Iteration 6Q: 3 clusters Score -982577.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -982712.750000 Penalty: 4432.795410
	Iteration 7Q: 3 clusters Score -982712.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -982876.500000 Penalty: 4432.795410
	Iteration 8Q: 3 clusters Score -982876.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -983057.562500 Penalty: 4432.795410
	Iteration 9Q: 3 clusters Score -983057.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -983267.687500 Penalty: 4432.795410
	Iteration 10Q: 3 clusters Score -983267.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -983547.625000 Penalty: 4432.795410
	Iteration 11Q: 3 clusters Score -983547.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -983820.000000 Penalty: 4432.795410
	Iteration 12Q: 3 clusters Score -983820 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -984081.812500 Penalty: 4432.795410
	Iteration 13Q: 3 clusters Score -984081.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -984293.312500 Penalty: 4432.795410
	Iteration 14Q: 3 clusters Score -984293.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -984448.625000 Penalty: 4432.795410
	Iteration 15Q: 3 clusters Score -984448.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -984568.500000 Penalty: 4432.795410
	Iteration 16Q: 3 clusters Score -984568.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -984660.312500 Penalty: 4432.795410
	Iteration 17Q: 3 clusters Score -984660.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -984726.000000 Penalty: 4432.795410
	Iteration 18Q: 3 clusters Score -984726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -984763.750000 Penalty: 4432.795410
	Iteration 19Q: 3 clusters Score -984763.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -984791.750000 Penalty: 4432.795410
	Iteration 20F: 3 clusters Score -984791.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -984814.125000 Penalty: 4432.795410
	Iteration 21Q: 3 clusters Score -984814.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -984839.875000 Penalty: 4432.795410
	Iteration 22Q: 3 clusters Score -984839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -984849.812500 Penalty: 4432.795410
	Iteration 23Q: 3 clusters Score -984849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -984860.750000 Penalty: 4432.795410
	Iteration 24Q: 3 clusters Score -984860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -984864.875000 Penalty: 4432.795410
	Iteration 25Q: 3 clusters Score -984864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -984870.500000 Penalty: 4432.795410
	Iteration 26Q: 3 clusters Score -984870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -984875.625000 Penalty: 4432.795410
	Iteration 27Q: 3 clusters Score -984875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -984879.000000 Penalty: 4432.795410
	Iteration 28Q: 3 clusters Score -984879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -984883.562500 Penalty: 4432.795410
	Iteration 29Q: 3 clusters Score -984883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -984888.375000 Penalty: 4432.795410
	Iteration 30Q: 3 clusters Score -984888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -984891.312500 Penalty: 4432.795410
	Iteration 31Q: 3 clusters Score -984891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -984895.625000 Penalty: 4432.795410
	Iteration 32Q: 3 clusters Score -984895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -984899.562500 Penalty: 4432.795410
	Iteration 33Q: 3 clusters Score -984899.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -984907.500000 Penalty: 4432.795410
	Iteration 34Q: 3 clusters Score -984907.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -984909.625000 Penalty: 4432.795410
	Iteration 35Q: 3 clusters Score -984909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -984911.562500 Penalty: 4432.795410
	Iteration 36Q: 3 clusters Score -984911.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -984911.562500 Penalty: 4432.795410
	Iteration 37F: 3 clusters Score -984911.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Entering Unmasked Estep 
Score: -696449.312500 Penalty: 2118.774414
	Iteration 0F: 2 clusters Score -696449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -691869.687500 Penalty: 4237.548828
	Iteration 0F: 3 clusters Score -691869.7 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -692976.375000 Penalty: 4237.548828
	Iteration 1F: 3 clusters Score -692976.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -693169.437500 Penalty: 4237.548828
	Iteration 2F: 3 clusters Score -693169.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -693294.937500 Penalty: 4237.548828
	Iteration 3Q: 3 clusters Score -693294.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -693383.500000 Penalty: 4237.548828
	Iteration 4Q: 3 clusters Score -693383.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -693457.062500 Penalty: 4237.548828
	Iteration 5Q: 3 clusters Score -693457.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -693521.937500 Penalty: 4237.548828
	Iteration 6Q: 3 clusters Score -693521.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -693578.687500 Penalty: 4237.548828
	Iteration 7Q: 3 clusters Score -693578.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -693628.937500 Penalty: 4237.548828
	Iteration 8Q: 3 clusters Score -693628.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -693692.625000 Penalty: 4237.548828
	Iteration 9Q: 3 clusters Score -693692.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -693760.625000 Penalty: 4237.548828
	Iteration 10Q: 3 clusters Score -693760.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -693829.812500 Penalty: 4237.548828
	Iteration 11Q: 3 clusters Score -693829.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -693911.062500 Penalty: 4237.548828
	Iteration 12Q: 3 clusters Score -693911.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -693989.437500 Penalty: 4237.548828
	Iteration 13Q: 3 clusters Score -693989.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -694071.875000 Penalty: 4237.548828
	Iteration 14Q: 3 clusters Score -694071.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -694168.312500 Penalty: 4237.548828
	Iteration 15Q: 3 clusters Score -694168.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -694254.312500 Penalty: 4237.548828
	Iteration 16Q: 3 clusters Score -694254.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -694324.125000 Penalty: 4237.548828
	Iteration 17Q: 3 clusters Score -694324.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -694378.000000 Penalty: 4237.548828
	Iteration 18Q: 3 clusters Score -694378 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -694421.812500 Penalty: 4237.548828
	Iteration 19Q: 3 clusters Score -694421.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -694454.625000 Penalty: 4237.548828
	Iteration 20F: 3 clusters Score -694454.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -694483.687500 Penalty: 4237.548828
	Iteration 21Q: 3 clusters Score -694483.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -694509.687500 Penalty: 4237.548828
	Iteration 22Q: 3 clusters Score -694509.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -694526.500000 Penalty: 4237.548828
	Iteration 23Q: 3 clusters Score -694526.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -694538.875000 Penalty: 4237.548828
	Iteration 24Q: 3 clusters Score -694538.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -694546.812500 Penalty: 4237.548828
	Iteration 25Q: 3 clusters Score -694546.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -694553.312500 Penalty: 4237.548828
	Iteration 26Q: 3 clusters Score -694553.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -694561.437500 Penalty: 4237.548828
	Iteration 27Q: 3 clusters Score -694561.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -694562.812500 Penalty: 4237.548828
	Iteration 28Q: 3 clusters Score -694562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -694565.812500 Penalty: 4237.548828
	Iteration 29Q: 3 clusters Score -694565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -694567.812500 Penalty: 4237.548828
	Iteration 30Q: 3 clusters Score -694567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -694567.500000 Penalty: 4237.548828
	Iteration 31Q: 3 clusters Score -694567.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -694570.375000 Penalty: 4237.548828
	Iteration 32Q: 3 clusters Score -694570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -694571.312500 Penalty: 4237.548828
	Iteration 33Q: 3 clusters Score -694571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -694574.812500 Penalty: 4237.548828
	Iteration 34Q: 3 clusters Score -694574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -694574.687500 Penalty: 4237.548828
	Iteration 35Q: 3 clusters Score -694574.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -694576.187500 Penalty: 4237.548828
	Iteration 36Q: 3 clusters Score -694576.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -694580.000000 Penalty: 4237.548828
	Iteration 37Q: 3 clusters Score -694580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -694581.375000 Penalty: 4237.548828
	Iteration 38Q: 3 clusters Score -694581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -694583.875000 Penalty: 4237.548828
	Iteration 39Q: 3 clusters Score -694583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -694586.375000 Penalty: 4237.548828
	Iteration 40F: 3 clusters Score -694586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -694588.937500 Penalty: 4237.548828
	Iteration 41Q: 3 clusters Score -694588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -694589.625000 Penalty: 4237.548828
	Iteration 42Q: 3 clusters Score -694589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -694588.875000 Penalty: 4237.548828
	Iteration 43Q: 3 clusters Score -694588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -694589.125000 Penalty: 4237.548828
	Iteration 44Q: 3 clusters Score -694589.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -694589.125000 Penalty: 4237.548828
	Iteration 45F: 3 clusters Score -694589.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (172668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172668 members 
Entering Unmasked Estep 
Score: -23142952.000000 Penalty: 2990.663330
	Iteration 0F: 2 clusters Score -2.314295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -23029126.000000 Penalty: 5981.326660
	Iteration 0F: 3 clusters Score -2.302913e+07 nChanged 82709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -23079184.000000 Penalty: 5981.326660
	Iteration 1F: 3 clusters Score -2.307918e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
Score: -23081600.000000 Penalty: 5981.326660
	Iteration 2Q: 3 clusters Score -2.30816e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -23084904.000000 Penalty: 5981.326660
	Iteration 3Q: 3 clusters Score -2.30849e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -23090040.000000 Penalty: 5981.326660
	Iteration 4F: 3 clusters Score -2.309004e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 110227 members 
Entering Unmasked Estep 
Score: -23097296.000000 Penalty: 5981.326660
	Iteration 5F: 3 clusters Score -2.30973e+07 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 119338 members 
Entering Unmasked Estep 
Score: -23106672.000000 Penalty: 5981.326660
	Iteration 6F: 3 clusters Score -2.310667e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 128045 members 
Entering Unmasked Estep 
Score: -23116560.000000 Penalty: 5981.326660
	Iteration 7F: 3 clusters Score -2.311656e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 134835 members 
Entering Unmasked Estep 
Score: -23124276.000000 Penalty: 5981.326660
	Iteration 8F: 3 clusters Score -2.312428e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 139546 members 
Entering Unmasked Estep 
Score: -23128818.000000 Penalty: 5981.326660
	Iteration 9Q: 3 clusters Score -2.312882e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 143039 members 
Entering Unmasked Estep 
Score: -23131274.000000 Penalty: 5981.326660
	Iteration 10Q: 3 clusters Score -2.313127e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 145994 members 
Entering Unmasked Estep 
Score: -23132944.000000 Penalty: 5981.326660
	Iteration 11Q: 3 clusters Score -2.313294e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 148585 members 
Entering Unmasked Estep 
Score: -23134338.000000 Penalty: 5981.326660
	Iteration 12Q: 3 clusters Score -2.313434e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 150827 members 
Entering Unmasked Estep 
Score: -23135402.000000 Penalty: 5981.326660
	Iteration 13Q: 3 clusters Score -2.31354e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 152857 members 
Entering Unmasked Estep 
Score: -23136184.000000 Penalty: 5981.326660
	Iteration 14Q: 3 clusters Score -2.313618e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 154655 members 
Entering Unmasked Estep 
Score: -23136888.000000 Penalty: 5981.326660
	Iteration 15Q: 3 clusters Score -2.313689e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -23137482.000000 Penalty: 5981.326660
	Iteration 16Q: 3 clusters Score -2.313748e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -23138120.000000 Penalty: 5981.326660
	Iteration 17Q: 3 clusters Score -2.313812e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 159139 members 
Entering Unmasked Estep 
Score: -23138710.000000 Penalty: 5981.326660
	Iteration 18Q: 3 clusters Score -2.313871e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 160499 members 
Entering Unmasked Estep 
Score: -23139166.000000 Penalty: 5981.326660
	Iteration 19Q: 3 clusters Score -2.313917e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 161712 members 
Entering Unmasked Estep 
Score: -23139524.000000 Penalty: 5981.326660
	Iteration 20F: 3 clusters Score -2.313952e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 162813 members 
Entering Unmasked Estep 
Score: -23139760.000000 Penalty: 5981.326660
	Iteration 21Q: 3 clusters Score -2.313976e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 163824 members 
Entering Unmasked Estep 
Score: -23140036.000000 Penalty: 5981.326660
	Iteration 22Q: 3 clusters Score -2.314004e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 164707 members 
Entering Unmasked Estep 
Score: -23140248.000000 Penalty: 5981.326660
	Iteration 23Q: 3 clusters Score -2.314025e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 165471 members 
Entering Unmasked Estep 
Score: -23140392.000000 Penalty: 5981.326660
	Iteration 24Q: 3 clusters Score -2.314039e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 166161 members 
Entering Unmasked Estep 
Score: -23140446.000000 Penalty: 5981.326660
	Iteration 25Q: 3 clusters Score -2.314045e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 166786 members 
Entering Unmasked Estep 
Score: -23140624.000000 Penalty: 5981.326660
	Iteration 26Q: 3 clusters Score -2.314062e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 167298 members 
Entering Unmasked Estep 
Score: -23140656.000000 Penalty: 5981.326660
	Iteration 27Q: 3 clusters Score -2.314066e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 167728 members 
Entering Unmasked Estep 
Score: -23140816.000000 Penalty: 5981.326660
	Iteration 28Q: 3 clusters Score -2.314082e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 168110 members 
Entering Unmasked Estep 
Score: -23140952.000000 Penalty: 5981.326660
	Iteration 29Q: 3 clusters Score -2.314095e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 168428 members 
Entering Unmasked Estep 
Score: -23141012.000000 Penalty: 5981.326660
	Iteration 30Q: 3 clusters Score -2.314101e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 168727 members 
Entering Unmasked Estep 
Score: -23140986.000000 Penalty: 5981.326660
	Iteration 31Q: 3 clusters Score -2.314099e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 168988 members 
Entering Unmasked Estep 
Score: -23141054.000000 Penalty: 5981.326660
	Iteration 32Q: 3 clusters Score -2.314105e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 169205 members 
Entering Unmasked Estep 
Score: -23141050.000000 Penalty: 5981.326660
	Iteration 33Q: 3 clusters Score -2.314105e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 169395 members 
Entering Unmasked Estep 
Score: -23141020.000000 Penalty: 5981.326660
	Iteration 34Q: 3 clusters Score -2.314102e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 169544 members 
Entering Unmasked Estep 
Score: -23141120.000000 Penalty: 5981.326660
	Iteration 35Q: 3 clusters Score -2.314112e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 169691 members 
Entering Unmasked Estep 
Score: -23141106.000000 Penalty: 5981.326660
	Iteration 36Q: 3 clusters Score -2.314111e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 169789 members 
Entering Unmasked Estep 
Score: -23141122.000000 Penalty: 5981.326660
	Iteration 37Q: 3 clusters Score -2.314112e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 169871 members 
Entering Unmasked Estep 
Score: -23141140.000000 Penalty: 5981.326660
	Iteration 38Q: 3 clusters Score -2.314114e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 169950 members 
Entering Unmasked Estep 
Score: -23141100.000000 Penalty: 5981.326660
	Iteration 39Q: 3 clusters Score -2.31411e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 170025 members 
Entering Unmasked Estep 
Score: -23141140.000000 Penalty: 5981.326660
	Iteration 40F: 3 clusters Score -2.314114e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 170079 members 
Entering Unmasked Estep 
Score: -23141076.000000 Penalty: 5981.326660
	Iteration 41Q: 3 clusters Score -2.314108e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 170137 members 
Entering Unmasked Estep 
Score: -23141128.000000 Penalty: 5981.326660
	Iteration 42Q: 3 clusters Score -2.314113e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 170193 members 
Entering Unmasked Estep 
Score: -23141160.000000 Penalty: 5981.326660
	Iteration 43Q: 3 clusters Score -2.314116e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 170235 members 
Entering Unmasked Estep 
Score: -23141122.000000 Penalty: 5981.326660
	Iteration 44Q: 3 clusters Score -2.314112e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 170280 members 
Entering Unmasked Estep 
Score: -23141120.000000 Penalty: 5981.326660
	Iteration 45Q: 3 clusters Score -2.314112e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 170333 members 
Entering Unmasked Estep 
Score: -23141140.000000 Penalty: 5981.326660
	Iteration 46Q: 3 clusters Score -2.314114e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 170367 members 
Entering Unmasked Estep 
Score: -23141176.000000 Penalty: 5981.326660
	Iteration 47Q: 3 clusters Score -2.314118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 170384 members 
Entering Unmasked Estep 
Score: -23141194.000000 Penalty: 5981.326660
	Iteration 48Q: 3 clusters Score -2.314119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 170396 members 
Entering Unmasked Estep 
Score: -23141206.000000 Penalty: 5981.326660
	Iteration 49Q: 3 clusters Score -2.314121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 170405 members 
Entering Unmasked Estep 
Score: -23141192.000000 Penalty: 5981.326660
	Iteration 50Q: 3 clusters Score -2.314119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 170410 members 
Entering Unmasked Estep 
Score: -23141200.000000 Penalty: 5981.326660
	Iteration 51Q: 3 clusters Score -2.31412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 170413 members 
Entering Unmasked Estep 
Score: -23141198.000000 Penalty: 5981.326660
	Iteration 52Q: 3 clusters Score -2.31412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 170418 members 
Entering Unmasked Estep 
Score: -23141192.000000 Penalty: 5981.326660
	Iteration 53Q: 3 clusters Score -2.314119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 170424 members 
Entering Unmasked Estep 
Score: -23141182.000000 Penalty: 5981.326660
	Iteration 54Q: 3 clusters Score -2.314118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 170434 members 
Entering Unmasked Estep 
Score: -23141200.000000 Penalty: 5981.326660
	Iteration 55Q: 3 clusters Score -2.31412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 170439 members 
Entering Unmasked Estep 
Score: -23141204.000000 Penalty: 5981.326660
	Iteration 56Q: 3 clusters Score -2.31412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 170445 members 
Entering Unmasked Estep 
Score: -23141200.000000 Penalty: 5981.326660
	Iteration 57Q: 3 clusters Score -2.31412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 170454 members 
Entering Unmasked Estep 
Score: -23141198.000000 Penalty: 5981.326660
	Iteration 58Q: 3 clusters Score -2.31412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 170465 members 
Entering Unmasked Estep 
Score: -23141200.000000 Penalty: 5981.326660
	Iteration 59Q: 3 clusters Score -2.31412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 170471 members 
Entering Unmasked Estep 
Score: -23141228.000000 Penalty: 5981.326660
	Iteration 60F: 3 clusters Score -2.314123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 170474 members 
Entering Unmasked Estep 
Score: -23141228.000000 Penalty: 5981.326660
	Iteration 61Q: 3 clusters Score -2.314123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 170479 members 
Entering Unmasked Estep 
Score: -23141234.000000 Penalty: 5981.326660
	Iteration 62Q: 3 clusters Score -2.314123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 170484 members 
Entering Unmasked Estep 
Score: -23141240.000000 Penalty: 5981.326660
	Iteration 63Q: 3 clusters Score -2.314124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 170492 members 
Entering Unmasked Estep 
Score: -23141238.000000 Penalty: 5981.326660
	Iteration 64Q: 3 clusters Score -2.314124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 170498 members 
Entering Unmasked Estep 
Score: -23141248.000000 Penalty: 5981.326660
	Iteration 65Q: 3 clusters Score -2.314125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 170503 members 
Entering Unmasked Estep 
Score: -23141250.000000 Penalty: 5981.326660
	Iteration 66Q: 3 clusters Score -2.314125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 170506 members 
Entering Unmasked Estep 
Score: -23141236.000000 Penalty: 5981.326660
	Iteration 67Q: 3 clusters Score -2.314124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 170508 members 
Entering Unmasked Estep 
Score: -23141248.000000 Penalty: 5981.326660
	Iteration 68Q: 3 clusters Score -2.314125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 170509 members 
Entering Unmasked Estep 
Score: -23141226.000000 Penalty: 5981.326660
	Iteration 69Q: 3 clusters Score -2.314123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 170510 members 
Entering Unmasked Estep 
Score: -23141238.000000 Penalty: 5981.326660
	Iteration 70Q: 3 clusters Score -2.314124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 170510 members 
Entering Unmasked Estep 
Score: -23141248.000000 Penalty: 5981.326660
	Iteration 71Q: 3 clusters Score -2.314125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 170512 members 
Entering Unmasked Estep 
Score: -23141242.000000 Penalty: 5981.326660
	Iteration 72Q: 3 clusters Score -2.314124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 170513 members 
Entering Unmasked Estep 
Score: -23141234.000000 Penalty: 5981.326660
	Iteration 73Q: 3 clusters Score -2.314123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 170514 members 
Entering Unmasked Estep 
Score: -23141238.000000 Penalty: 5981.326660
	Iteration 74Q: 3 clusters Score -2.314124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 170516 members 
Entering Unmasked Estep 
Score: -23141250.000000 Penalty: 5981.326660
	Iteration 75Q: 3 clusters Score -2.314125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 170518 members 
Entering Unmasked Estep 
Score: -23141246.000000 Penalty: 5981.326660
	Iteration 76Q: 3 clusters Score -2.314125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 170524 members 
Entering Unmasked Estep 
Score: -23141246.000000 Penalty: 5981.326660
	Iteration 77Q: 3 clusters Score -2.314125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 170534 members 
Entering Unmasked Estep 
Score: -23141228.000000 Penalty: 5981.326660
	Iteration 78Q: 3 clusters Score -2.314123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 170542 members 
Entering Unmasked Estep 
Score: -23141234.000000 Penalty: 5981.326660
	Iteration 79Q: 3 clusters Score -2.314123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 170545 members 
Entering Unmasked Estep 
Score: -23141224.000000 Penalty: 5981.326660
	Iteration 80F: 3 clusters Score -2.314122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 170550 members 
Entering Unmasked Estep 
Score: -23141218.000000 Penalty: 5981.326660
	Iteration 81Q: 3 clusters Score -2.314122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 170557 members 
Entering Unmasked Estep 
Score: -23141202.000000 Penalty: 5981.326660
	Iteration 82Q: 3 clusters Score -2.31412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 170560 members 
Entering Unmasked Estep 
Score: -23141216.000000 Penalty: 5981.326660
	Iteration 83Q: 3 clusters Score -2.314122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 170564 members 
Entering Unmasked Estep 
Score: -23141206.000000 Penalty: 5981.326660
	Iteration 84Q: 3 clusters Score -2.314121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 170569 members 
Entering Unmasked Estep 
Score: -23141204.000000 Penalty: 5981.326660
	Iteration 85Q: 3 clusters Score -2.31412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 170578 members 
Entering Unmasked Estep 
Score: -23141218.000000 Penalty: 5981.326660
	Iteration 86Q: 3 clusters Score -2.314122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 170583 members 
Entering Unmasked Estep 
Score: -23141202.000000 Penalty: 5981.326660
	Iteration 87Q: 3 clusters Score -2.31412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 170586 members 
Entering Unmasked Estep 
Score: -23141208.000000 Penalty: 5981.326660
	Iteration 88Q: 3 clusters Score -2.314121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 170586 members 
Entering Unmasked Estep 
Score: -23141196.000000 Penalty: 5981.326660
	Iteration 89Q: 3 clusters Score -2.31412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 170587 members 
Entering Unmasked Estep 
Score: -23141198.000000 Penalty: 5981.326660
	Iteration 90Q: 3 clusters Score -2.31412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 170590 members 
Entering Unmasked Estep 
Score: -23141202.000000 Penalty: 5981.326660
	Iteration 91Q: 3 clusters Score -2.31412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 170591 members 
Entering Unmasked Estep 
Score: -23141208.000000 Penalty: 5981.326660
	Iteration 92Q: 3 clusters Score -2.314121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 170592 members 
Entering Unmasked Estep 
Score: -23141194.000000 Penalty: 5981.326660
	Iteration 93Q: 3 clusters Score -2.314119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 170594 members 
Entering Unmasked Estep 
Score: -23141194.000000 Penalty: 5981.326660
	Iteration 94Q: 3 clusters Score -2.314119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 170595 members 
Entering Unmasked Estep 
Score: -23141184.000000 Penalty: 5981.326660
	Iteration 95Q: 3 clusters Score -2.314118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 170596 members 
Entering Unmasked Estep 
Score: -23141186.000000 Penalty: 5981.326660
	Iteration 96Q: 3 clusters Score -2.314119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 170596 members 
Entering Unmasked Estep 
Score: -23141186.000000 Penalty: 5981.326660
	Iteration 97F: 3 clusters Score -2.314119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -282446.187500 Penalty: 1924.490112
	Iteration 0F: 2 clusters Score -282446.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -279697.437500 Penalty: 3848.980225
	Iteration 0F: 3 clusters Score -279697.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -281016.468750 Penalty: 3848.980225
	Iteration 1F: 3 clusters Score -281016.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -282043.218750 Penalty: 3848.980225
	Iteration 2F: 3 clusters Score -282043.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -283249.218750 Penalty: 3848.980225
	Iteration 3F: 3 clusters Score -283249.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -283953.875000 Penalty: 3848.980225
	Iteration 4F: 3 clusters Score -283953.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -284394.781250 Penalty: 3848.980225
	Iteration 5F: 3 clusters Score -284394.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -284617.906250 Penalty: 3848.980225
	Iteration 6Q: 3 clusters Score -284617.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -284732.500000 Penalty: 3848.980225
	Iteration 7Q: 3 clusters Score -284732.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -284850.531250 Penalty: 3848.980225
	Iteration 8Q: 3 clusters Score -284850.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -285048.968750 Penalty: 3848.980225
	Iteration 9Q: 3 clusters Score -285049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -285303.562500 Penalty: 3848.980225
	Iteration 10Q: 3 clusters Score -285303.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -285366.906250 Penalty: 3848.980225
	Iteration 11Q: 3 clusters Score -285366.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -285374.250000 Penalty: 3848.980225
	Iteration 12Q: 3 clusters Score -285374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -285389.125000 Penalty: 3848.980225
	Iteration 13Q: 3 clusters Score -285389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -285390.812500 Penalty: 3848.980225
	Iteration 14Q: 3 clusters Score -285390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -285390.812500 Penalty: 3848.980225
	Iteration 15F: 3 clusters Score -285390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141510 members 
Mstep: Class 2 contains 51221 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 5133 members 
Mstep: Class 6 contains 172668 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 25336 members 
Mstep: Class 12 contains 24861 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 44015 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 191868 members 
Mstep: Class 18 contains 31309 members 
Mstep: Class 19 contains 210636 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 21 contains 1898 members 
Mstep: Class 22 contains 170223 members 
Entering Unmasked Estep 
Score: -144351680.000000 Penalty: 75875.242188
Splitting cluster 7 changes total score from -144349216.000000 to -144351680.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -88586.515625 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -88586.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86971.687500 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -86971.69 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87492.335938 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -87492.34 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -87883.375000 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -87883.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88200.617188 Penalty: 3297.253418
	Iteration 3F: 3 clusters Score -88200.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88366.250000 Penalty: 3297.253418
	Iteration 4F: 3 clusters Score -88366.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88501.984375 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -88501.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88581.546875 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -88581.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88674.109375 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -88674.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88712.429688 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -88712.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88724.734375 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -88724.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88732.562500 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -88732.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88746.640625 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -88746.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88747.812500 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -88747.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88747.812500 Penalty: 3297.253418
	Iteration 13F: 3 clusters Score -88747.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141510 members 
Mstep: Class 2 contains 51221 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 5133 members 
Mstep: Class 6 contains 172668 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 25336 members 
Mstep: Class 12 contains 24861 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 44015 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 191868 members 
Mstep: Class 18 contains 31309 members 
Mstep: Class 19 contains 210636 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 21 contains 1898 members 
Mstep: Class 22 contains 170223 members 
Mstep: Class 23 contains 383 members 
Entering Unmasked Estep 
Score: -144350240.000000 Penalty: 79324.117188
Splitting cluster 8 changes total score from -144349216.000000 to -144350240.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -328603.187500 Penalty: 1949.612793
	Iteration 0F: 2 clusters Score -328603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -325553.187500 Penalty: 3899.225586
	Iteration 0F: 3 clusters Score -325553.2 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -326244.468750 Penalty: 3899.225586
	Iteration 1F: 3 clusters Score -326244.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -326430.000000 Penalty: 3899.225586
	Iteration 2F: 3 clusters Score -326430 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -326592.250000 Penalty: 3899.225586
	Iteration 3F: 3 clusters Score -326592.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -326747.406250 Penalty: 3899.225586
	Iteration 4F: 3 clusters Score -326747.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -326911.750000 Penalty: 3899.225586
	Iteration 5Q: 3 clusters Score -326911.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -327065.000000 Penalty: 3899.225586
	Iteration 6F: 3 clusters Score -327065 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -327219.500000 Penalty: 3899.225586
	Iteration 7Q: 3 clusters Score -327219.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -327339.437500 Penalty: 3899.225586
	Iteration 8Q: 3 clusters Score -327339.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -327443.281250 Penalty: 3899.225586
	Iteration 9Q: 3 clusters Score -327443.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -327528.218750 Penalty: 3899.225586
	Iteration 10Q: 3 clusters Score -327528.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -327602.531250 Penalty: 3899.225586
	Iteration 11Q: 3 clusters Score -327602.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -327644.750000 Penalty: 3899.225586
	Iteration 12Q: 3 clusters Score -327644.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -327676.875000 Penalty: 3899.225586
	Iteration 13Q: 3 clusters Score -327676.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -327712.656250 Penalty: 3899.225586
	Iteration 14Q: 3 clusters Score -327712.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -327749.000000 Penalty: 3899.225586
	Iteration 15Q: 3 clusters Score -327749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -327795.593750 Penalty: 3899.225586
	Iteration 16Q: 3 clusters Score -327795.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -327828.531250 Penalty: 3899.225586
	Iteration 17Q: 3 clusters Score -327828.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -327847.875000 Penalty: 3899.225586
	Iteration 18Q: 3 clusters Score -327847.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -327871.281250 Penalty: 3899.225586
	Iteration 19Q: 3 clusters Score -327871.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -327889.968750 Penalty: 3899.225586
	Iteration 20F: 3 clusters Score -327890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -327904.125000 Penalty: 3899.225586
	Iteration 21Q: 3 clusters Score -327904.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -327917.187500 Penalty: 3899.225586
	Iteration 22Q: 3 clusters Score -327917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -327926.343750 Penalty: 3899.225586
	Iteration 23Q: 3 clusters Score -327926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -327930.250000 Penalty: 3899.225586
	Iteration 24Q: 3 clusters Score -327930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -327933.187500 Penalty: 3899.225586
	Iteration 25Q: 3 clusters Score -327933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -327936.312500 Penalty: 3899.225586
	Iteration 26Q: 3 clusters Score -327936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -327936.312500 Penalty: 3899.225586
	Iteration 27F: 3 clusters Score -327936.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -317137.656250 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -317137.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -314206.718750 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -314206.7 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -314716.437500 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -314716.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -314857.750000 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -314857.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -314930.656250 Penalty: 3874.537842
	Iteration 3Q: 3 clusters Score -314930.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -314986.593750 Penalty: 3874.537842
	Iteration 4Q: 3 clusters Score -314986.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -315031.062500 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -315031.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -315070.625000 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -315070.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -315104.031250 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -315104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -315153.343750 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -315153.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -315199.937500 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -315199.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -315240.500000 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -315240.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -315282.343750 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -315282.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -315316.812500 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -315316.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -315346.187500 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -315346.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -315370.687500 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -315370.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315403.343750 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -315403.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -315432.968750 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -315433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -315468.250000 Penalty: 3874.537842
	Iteration 17Q: 3 clusters Score -315468.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -315495.781250 Penalty: 3874.537842
	Iteration 18Q: 3 clusters Score -315495.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -315525.125000 Penalty: 3874.537842
	Iteration 19Q: 3 clusters Score -315525.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -315570.593750 Penalty: 3874.537842
	Iteration 20F: 3 clusters Score -315570.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -315613.875000 Penalty: 3874.537842
	Iteration 21Q: 3 clusters Score -315613.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -315657.031250 Penalty: 3874.537842
	Iteration 22Q: 3 clusters Score -315657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -315701.343750 Penalty: 3874.537842
	Iteration 23Q: 3 clusters Score -315701.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -315744.187500 Penalty: 3874.537842
	Iteration 24Q: 3 clusters Score -315744.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -315793.906250 Penalty: 3874.537842
	Iteration 25Q: 3 clusters Score -315793.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -315846.937500 Penalty: 3874.537842
	Iteration 26Q: 3 clusters Score -315846.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -315920.187500 Penalty: 3874.537842
	Iteration 27Q: 3 clusters Score -315920.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -315986.843750 Penalty: 3874.537842
	Iteration 28Q: 3 clusters Score -315986.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -316049.031250 Penalty: 3874.537842
	Iteration 29Q: 3 clusters Score -316049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -316095.687500 Penalty: 3874.537842
	Iteration 30Q: 3 clusters Score -316095.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -316116.500000 Penalty: 3874.537842
	Iteration 31Q: 3 clusters Score -316116.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -316124.500000 Penalty: 3874.537842
	Iteration 32Q: 3 clusters Score -316124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -316126.187500 Penalty: 3874.537842
	Iteration 33Q: 3 clusters Score -316126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -316127.406250 Penalty: 3874.537842
	Iteration 34Q: 3 clusters Score -316127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -316127.906250 Penalty: 3874.537842
	Iteration 35Q: 3 clusters Score -316127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -316127.968750 Penalty: 3874.537842
	Iteration 36Q: 3 clusters Score -316128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -316128.906250 Penalty: 3874.537842
	Iteration 37Q: 3 clusters Score -316128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -316129.468750 Penalty: 3874.537842
	Iteration 38Q: 3 clusters Score -316129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -316129.468750 Penalty: 3874.537842
	Iteration 39F: 3 clusters Score -316129.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Entering Unmasked Estep 
Score: -3440276.750000 Penalty: 2514.715332
	Iteration 0F: 2 clusters Score -3440277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3423064.500000 Penalty: 5029.430664
	Iteration 0F: 3 clusters Score -3423064 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3429688.000000 Penalty: 5029.430664
	Iteration 1F: 3 clusters Score -3429688 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3431021.500000 Penalty: 5029.430664
	Iteration 2F: 3 clusters Score -3431022 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3432239.500000 Penalty: 5029.430664
	Iteration 3F: 3 clusters Score -3432240 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3433307.500000 Penalty: 5029.430664
	Iteration 4F: 3 clusters Score -3433308 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3434378.500000 Penalty: 5029.430664
	Iteration 5F: 3 clusters Score -3434378 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3435443.250000 Penalty: 5029.430664
	Iteration 6F: 3 clusters Score -3435443 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3436386.000000 Penalty: 5029.430664
	Iteration 7F: 3 clusters Score -3436386 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3437153.750000 Penalty: 5029.430664
	Iteration 8Q: 3 clusters Score -3437154 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3437778.250000 Penalty: 5029.430664
	Iteration 9Q: 3 clusters Score -3437778 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3438247.750000 Penalty: 5029.430664
	Iteration 10Q: 3 clusters Score -3438248 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3438584.750000 Penalty: 5029.430664
	Iteration 11Q: 3 clusters Score -3438585 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3438846.250000 Penalty: 5029.430664
	Iteration 12Q: 3 clusters Score -3438846 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3439028.500000 Penalty: 5029.430664
	Iteration 13Q: 3 clusters Score -3439028 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3439128.750000 Penalty: 5029.430664
	Iteration 14Q: 3 clusters Score -3439129 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3439200.250000 Penalty: 5029.430664
	Iteration 15Q: 3 clusters Score -3439200 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3439262.250000 Penalty: 5029.430664
	Iteration 16Q: 3 clusters Score -3439262 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3439295.000000 Penalty: 5029.430664
	Iteration 17Q: 3 clusters Score -3439295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3439326.750000 Penalty: 5029.430664
	Iteration 18Q: 3 clusters Score -3439327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3439348.750000 Penalty: 5029.430664
	Iteration 19Q: 3 clusters Score -3439349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3439355.250000 Penalty: 5029.430664
	Iteration 20F: 3 clusters Score -3439355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3439378.750000 Penalty: 5029.430664
	Iteration 21Q: 3 clusters Score -3439379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3439405.000000 Penalty: 5029.430664
	Iteration 22Q: 3 clusters Score -3439405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3439427.250000 Penalty: 5029.430664
	Iteration 23Q: 3 clusters Score -3439427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3439439.500000 Penalty: 5029.430664
	Iteration 24Q: 3 clusters Score -3439440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3439453.500000 Penalty: 5029.430664
	Iteration 25Q: 3 clusters Score -3439454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3439480.000000 Penalty: 5029.430664
	Iteration 26Q: 3 clusters Score -3439480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3439490.000000 Penalty: 5029.430664
	Iteration 27Q: 3 clusters Score -3439490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3439503.500000 Penalty: 5029.430664
	Iteration 28Q: 3 clusters Score -3439504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3439514.000000 Penalty: 5029.430664
	Iteration 29Q: 3 clusters Score -3439514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3439543.250000 Penalty: 5029.430664
	Iteration 30Q: 3 clusters Score -3439543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3439596.000000 Penalty: 5029.430664
	Iteration 31Q: 3 clusters Score -3439596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3439645.500000 Penalty: 5029.430664
	Iteration 32Q: 3 clusters Score -3439646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3439704.000000 Penalty: 5029.430664
	Iteration 33Q: 3 clusters Score -3439704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3439775.500000 Penalty: 5029.430664
	Iteration 34Q: 3 clusters Score -3439776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3439862.250000 Penalty: 5029.430664
	Iteration 35Q: 3 clusters Score -3439862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3439920.750000 Penalty: 5029.430664
	Iteration 36Q: 3 clusters Score -3439921 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3439975.250000 Penalty: 5029.430664
	Iteration 37Q: 3 clusters Score -3439975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3440021.500000 Penalty: 5029.430664
	Iteration 38Q: 3 clusters Score -3440022 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3440057.000000 Penalty: 5029.430664
	Iteration 39Q: 3 clusters Score -3440057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3440113.250000 Penalty: 5029.430664
	Iteration 40F: 3 clusters Score -3440113 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3440151.000000 Penalty: 5029.430664
	Iteration 41Q: 3 clusters Score -3440151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3440156.750000 Penalty: 5029.430664
	Iteration 42Q: 3 clusters Score -3440157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3440169.000000 Penalty: 5029.430664
	Iteration 43Q: 3 clusters Score -3440169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3440187.000000 Penalty: 5029.430664
	Iteration 44Q: 3 clusters Score -3440187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3440195.500000 Penalty: 5029.430664
	Iteration 45Q: 3 clusters Score -3440196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3440199.500000 Penalty: 5029.430664
	Iteration 46Q: 3 clusters Score -3440200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3440206.250000 Penalty: 5029.430664
	Iteration 47Q: 3 clusters Score -3440206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3440207.500000 Penalty: 5029.430664
	Iteration 48Q: 3 clusters Score -3440208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3440208.750000 Penalty: 5029.430664
	Iteration 49Q: 3 clusters Score -3440209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3440207.250000 Penalty: 5029.430664
	Iteration 50Q: 3 clusters Score -3440207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3440209.500000 Penalty: 5029.430664
	Iteration 51Q: 3 clusters Score -3440210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3440209.500000 Penalty: 5029.430664
	Iteration 52F: 3 clusters Score -3440210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Entering Unmasked Estep 
Score: -3307607.000000 Penalty: 2510.021729
	Iteration 0F: 2 clusters Score -3307607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3290450.250000 Penalty: 5020.043457
	Iteration 0F: 3 clusters Score -3290450 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3296545.000000 Penalty: 5020.043457
	Iteration 1F: 3 clusters Score -3296545 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3297097.000000 Penalty: 5020.043457
	Iteration 2F: 3 clusters Score -3297097 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3297649.750000 Penalty: 5020.043457
	Iteration 3F: 3 clusters Score -3297650 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3298286.500000 Penalty: 5020.043457
	Iteration 4F: 3 clusters Score -3298286 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3299024.000000 Penalty: 5020.043457
	Iteration 5F: 3 clusters Score -3299024 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3300010.000000 Penalty: 5020.043457
	Iteration 6F: 3 clusters Score -3300010 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3301032.500000 Penalty: 5020.043457
	Iteration 7F: 3 clusters Score -3301032 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3302006.750000 Penalty: 5020.043457
	Iteration 8F: 3 clusters Score -3302007 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3302898.250000 Penalty: 5020.043457
	Iteration 9Q: 3 clusters Score -3302898 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3303736.250000 Penalty: 5020.043457
	Iteration 10Q: 3 clusters Score -3303736 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3304397.750000 Penalty: 5020.043457
	Iteration 11Q: 3 clusters Score -3304398 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3304865.750000 Penalty: 5020.043457
	Iteration 12Q: 3 clusters Score -3304866 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3305174.250000 Penalty: 5020.043457
	Iteration 13Q: 3 clusters Score -3305174 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3305351.750000 Penalty: 5020.043457
	Iteration 14Q: 3 clusters Score -3305352 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3305482.500000 Penalty: 5020.043457
	Iteration 15Q: 3 clusters Score -3305482 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3305572.000000 Penalty: 5020.043457
	Iteration 16Q: 3 clusters Score -3305572 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -3305647.750000 Penalty: 5020.043457
	Iteration 17Q: 3 clusters Score -3305648 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3305689.250000 Penalty: 5020.043457
	Iteration 18Q: 3 clusters Score -3305689 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3305727.500000 Penalty: 5020.043457
	Iteration 19Q: 3 clusters Score -3305728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3305740.500000 Penalty: 5020.043457
	Iteration 20F: 3 clusters Score -3305740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3305753.500000 Penalty: 5020.043457
	Iteration 21Q: 3 clusters Score -3305754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3305767.250000 Penalty: 5020.043457
	Iteration 22Q: 3 clusters Score -3305767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3305773.000000 Penalty: 5020.043457
	Iteration 23Q: 3 clusters Score -3305773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3305786.250000 Penalty: 5020.043457
	Iteration 24Q: 3 clusters Score -3305786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3305796.750000 Penalty: 5020.043457
	Iteration 25Q: 3 clusters Score -3305797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3305811.500000 Penalty: 5020.043457
	Iteration 26Q: 3 clusters Score -3305812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3305813.250000 Penalty: 5020.043457
	Iteration 27Q: 3 clusters Score -3305813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -3305814.500000 Penalty: 5020.043457
	Iteration 28Q: 3 clusters Score -3305814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3305825.000000 Penalty: 5020.043457
	Iteration 29Q: 3 clusters Score -3305825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3305827.250000 Penalty: 5020.043457
	Iteration 30Q: 3 clusters Score -3305827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -3305824.500000 Penalty: 5020.043457
	Iteration 31Q: 3 clusters Score -3305824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3305826.000000 Penalty: 5020.043457
	Iteration 32Q: 3 clusters Score -3305826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3305825.250000 Penalty: 5020.043457
	Iteration 33Q: 3 clusters Score -3305825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3305826.500000 Penalty: 5020.043457
	Iteration 34Q: 3 clusters Score -3305826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3305826.500000 Penalty: 5020.043457
	Iteration 35F: 3 clusters Score -3305826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -362468.562500 Penalty: 1949.230225
	Iteration 0F: 2 clusters Score -362468.6 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 1292 members 
Entering Unmasked Estep 
Score: -359467.406250 Penalty: 3898.460449
	Iteration 0F: 3 clusters Score -359467.4 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -359976.781250 Penalty: 3898.460449
	Iteration 1F: 3 clusters Score -359976.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -360100.000000 Penalty: 3898.460449
	Iteration 2F: 3 clusters Score -360100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -360178.125000 Penalty: 3898.460449
	Iteration 3Q: 3 clusters Score -360178.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -360232.312500 Penalty: 3898.460449
	Iteration 4Q: 3 clusters Score -360232.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -360269.531250 Penalty: 3898.460449
	Iteration 5Q: 3 clusters Score -360269.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -360295.750000 Penalty: 3898.460449
	Iteration 6Q: 3 clusters Score -360295.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -360318.750000 Penalty: 3898.460449
	Iteration 7Q: 3 clusters Score -360318.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -360335.593750 Penalty: 3898.460449
	Iteration 8Q: 3 clusters Score -360335.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -360344.187500 Penalty: 3898.460449
	Iteration 9Q: 3 clusters Score -360344.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -360350.218750 Penalty: 3898.460449
	Iteration 10Q: 3 clusters Score -360350.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -360356.312500 Penalty: 3898.460449
	Iteration 11Q: 3 clusters Score -360356.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -360361.375000 Penalty: 3898.460449
	Iteration 12Q: 3 clusters Score -360361.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -360363.531250 Penalty: 3898.460449
	Iteration 13Q: 3 clusters Score -360363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -360364.437500 Penalty: 3898.460449
	Iteration 14Q: 3 clusters Score -360364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -360365.031250 Penalty: 3898.460449
	Iteration 15Q: 3 clusters Score -360365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -360367.031250 Penalty: 3898.460449
	Iteration 16Q: 3 clusters Score -360367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -360370.468750 Penalty: 3898.460449
	Iteration 17Q: 3 clusters Score -360370.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -360374.437500 Penalty: 3898.460449
	Iteration 18Q: 3 clusters Score -360374.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -360376.718750 Penalty: 3898.460449
	Iteration 19Q: 3 clusters Score -360376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -360379.218750 Penalty: 3898.460449
	Iteration 20F: 3 clusters Score -360379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -360381.250000 Penalty: 3898.460449
	Iteration 21Q: 3 clusters Score -360381.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -360385.000000 Penalty: 3898.460449
	Iteration 22Q: 3 clusters Score -360385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -360386.875000 Penalty: 3898.460449
	Iteration 23Q: 3 clusters Score -360386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -360389.937500 Penalty: 3898.460449
	Iteration 24Q: 3 clusters Score -360389.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -360393.250000 Penalty: 3898.460449
	Iteration 25Q: 3 clusters Score -360393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -360393.687500 Penalty: 3898.460449
	Iteration 26Q: 3 clusters Score -360393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -360393.718750 Penalty: 3898.460449
	Iteration 27Q: 3 clusters Score -360393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -360395.062500 Penalty: 3898.460449
	Iteration 28Q: 3 clusters Score -360395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -360395.156250 Penalty: 3898.460449
	Iteration 29Q: 3 clusters Score -360395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -360395.156250 Penalty: 3898.460449
	Iteration 30F: 3 clusters Score -360395.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -197285.453125 Penalty: 1812.352417
	Iteration 0F: 2 clusters Score -197285.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194983.109375 Penalty: 3624.704834
	Iteration 0F: 3 clusters Score -194983.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -195344.875000 Penalty: 3624.704834
	Iteration 1F: 3 clusters Score -195344.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -195452.453125 Penalty: 3624.704834
	Iteration 2F: 3 clusters Score -195452.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -195513.562500 Penalty: 3624.704834
	Iteration 3Q: 3 clusters Score -195513.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -195537.562500 Penalty: 3624.704834
	Iteration 4Q: 3 clusters Score -195537.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -195554.578125 Penalty: 3624.704834
	Iteration 5Q: 3 clusters Score -195554.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -195578.296875 Penalty: 3624.704834
	Iteration 6Q: 3 clusters Score -195578.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -195604.453125 Penalty: 3624.704834
	Iteration 7Q: 3 clusters Score -195604.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -195618.125000 Penalty: 3624.704834
	Iteration 8Q: 3 clusters Score -195618.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -195633.203125 Penalty: 3624.704834
	Iteration 9Q: 3 clusters Score -195633.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -195645.359375 Penalty: 3624.704834
	Iteration 10Q: 3 clusters Score -195645.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -195657.109375 Penalty: 3624.704834
	Iteration 11Q: 3 clusters Score -195657.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -195666.687500 Penalty: 3624.704834
	Iteration 12Q: 3 clusters Score -195666.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195674.390625 Penalty: 3624.704834
	Iteration 13Q: 3 clusters Score -195674.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -195682.625000 Penalty: 3624.704834
	Iteration 14Q: 3 clusters Score -195682.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -195692.203125 Penalty: 3624.704834
	Iteration 15Q: 3 clusters Score -195692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -195695.093750 Penalty: 3624.704834
	Iteration 16Q: 3 clusters Score -195695.1 nChanged 6
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: -195698.796875 Penalty: 3624.704834
	Iteration 17Q: 3 clusters Score -195698.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -195702.296875 Penalty: 3624.704834
	Iteration 18Q: 3 clusters Score -195702.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -195705.625000 Penalty: 3624.704834
	Iteration 19Q: 3 clusters Score -195705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -195708.828125 Penalty: 3624.704834
	Iteration 20F: 3 clusters Score -195708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -195711.687500 Penalty: 3624.704834
	Iteration 21Q: 3 clusters Score -195711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -195713.250000 Penalty: 3624.704834
	Iteration 22Q: 3 clusters Score -195713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -195714.093750 Penalty: 3624.704834
	Iteration 23Q: 3 clusters Score -195714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -195714.093750 Penalty: 3624.704834
	Iteration 24F: 3 clusters Score -195714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Entering Unmasked Estep 
Score: -5736517.500000 Penalty: 2651.686768
	Iteration 0F: 2 clusters Score -5736518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5706928.500000 Penalty: 5303.373535
	Iteration 0F: 3 clusters Score -5706928 nChanged 20184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5718175.000000 Penalty: 5303.373535
	Iteration 1F: 3 clusters Score -5718175 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -5718885.500000 Penalty: 5303.373535
	Iteration 2Q: 3 clusters Score -5718886 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -5719892.500000 Penalty: 5303.373535
	Iteration 3Q: 3 clusters Score -5719892 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -5721215.500000 Penalty: 5303.373535
	Iteration 4Q: 3 clusters Score -5721216 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -5722940.000000 Penalty: 5303.373535
	Iteration 5F: 3 clusters Score -5722940 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -5724880.000000 Penalty: 5303.373535
	Iteration 6F: 3 clusters Score -5724880 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -5726693.500000 Penalty: 5303.373535
	Iteration 7F: 3 clusters Score -5726694 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -5728159.500000 Penalty: 5303.373535
	Iteration 8Q: 3 clusters Score -5728160 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -5729349.000000 Penalty: 5303.373535
	Iteration 9Q: 3 clusters Score -5729349 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -5730227.000000 Penalty: 5303.373535
	Iteration 10Q: 3 clusters Score -5730227 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -5730937.500000 Penalty: 5303.373535
	Iteration 11Q: 3 clusters Score -5730938 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -5731498.500000 Penalty: 5303.373535
	Iteration 12Q: 3 clusters Score -5731498 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -5731907.500000 Penalty: 5303.373535
	Iteration 13Q: 3 clusters Score -5731908 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -5732224.000000 Penalty: 5303.373535
	Iteration 14Q: 3 clusters Score -5732224 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -5732456.500000 Penalty: 5303.373535
	Iteration 15Q: 3 clusters Score -5732456 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5732692.500000 Penalty: 5303.373535
	Iteration 16Q: 3 clusters Score -5732692 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -5732899.000000 Penalty: 5303.373535
	Iteration 17Q: 3 clusters Score -5732899 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -5733062.000000 Penalty: 5303.373535
	Iteration 18Q: 3 clusters Score -5733062 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5733228.500000 Penalty: 5303.373535
	Iteration 19Q: 3 clusters Score -5733228 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -5733356.500000 Penalty: 5303.373535
	Iteration 20F: 3 clusters Score -5733356 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -5733428.000000 Penalty: 5303.373535
	Iteration 21Q: 3 clusters Score -5733428 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -5733545.500000 Penalty: 5303.373535
	Iteration 22Q: 3 clusters Score -5733546 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -5733633.000000 Penalty: 5303.373535
	Iteration 23Q: 3 clusters Score -5733633 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -5733725.500000 Penalty: 5303.373535
	Iteration 24Q: 3 clusters Score -5733726 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -5733790.500000 Penalty: 5303.373535
	Iteration 25Q: 3 clusters Score -5733790 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -5733844.500000 Penalty: 5303.373535
	Iteration 26Q: 3 clusters Score -5733844 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5733913.500000 Penalty: 5303.373535
	Iteration 27Q: 3 clusters Score -5733914 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -5733946.000000 Penalty: 5303.373535
	Iteration 28Q: 3 clusters Score -5733946 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -5733980.500000 Penalty: 5303.373535
	Iteration 29Q: 3 clusters Score -5733980 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -5734026.000000 Penalty: 5303.373535
	Iteration 30Q: 3 clusters Score -5734026 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5734048.000000 Penalty: 5303.373535
	Iteration 31Q: 3 clusters Score -5734048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -5734070.500000 Penalty: 5303.373535
	Iteration 32Q: 3 clusters Score -5734070 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5734118.000000 Penalty: 5303.373535
	Iteration 33Q: 3 clusters Score -5734118 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5734149.500000 Penalty: 5303.373535
	Iteration 34Q: 3 clusters Score -5734150 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5734183.500000 Penalty: 5303.373535
	Iteration 35Q: 3 clusters Score -5734184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -5734205.500000 Penalty: 5303.373535
	Iteration 36Q: 3 clusters Score -5734206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5734215.000000 Penalty: 5303.373535
	Iteration 37Q: 3 clusters Score -5734215 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5734233.000000 Penalty: 5303.373535
	Iteration 38Q: 3 clusters Score -5734233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -5734249.000000 Penalty: 5303.373535
	Iteration 39Q: 3 clusters Score -5734249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -5734268.000000 Penalty: 5303.373535
	Iteration 40F: 3 clusters Score -5734268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -5734271.000000 Penalty: 5303.373535
	Iteration 41Q: 3 clusters Score -5734271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -5734286.500000 Penalty: 5303.373535
	Iteration 42Q: 3 clusters Score -5734286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -5734294.000000 Penalty: 5303.373535
	Iteration 43Q: 3 clusters Score -5734294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -5734304.000000 Penalty: 5303.373535
	Iteration 44Q: 3 clusters Score -5734304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5734309.500000 Penalty: 5303.373535
	Iteration 45Q: 3 clusters Score -5734310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -5734342.500000 Penalty: 5303.373535
	Iteration 46Q: 3 clusters Score -5734342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5734349.000000 Penalty: 5303.373535
	Iteration 47Q: 3 clusters Score -5734349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -5734358.000000 Penalty: 5303.373535
	Iteration 48Q: 3 clusters Score -5734358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -5734355.500000 Penalty: 5303.373535
	Iteration 49Q: 3 clusters Score -5734356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5734365.500000 Penalty: 5303.373535
	Iteration 50Q: 3 clusters Score -5734366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -5734368.000000 Penalty: 5303.373535
	Iteration 51Q: 3 clusters Score -5734368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5734367.500000 Penalty: 5303.373535
	Iteration 52Q: 3 clusters Score -5734368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5734375.000000 Penalty: 5303.373535
	Iteration 53Q: 3 clusters Score -5734375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -5734389.000000 Penalty: 5303.373535
	Iteration 54Q: 3 clusters Score -5734389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -5734387.000000 Penalty: 5303.373535
	Iteration 55Q: 3 clusters Score -5734387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -5734400.500000 Penalty: 5303.373535
	Iteration 56Q: 3 clusters Score -5734400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5734396.500000 Penalty: 5303.373535
	Iteration 57Q: 3 clusters Score -5734396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -5734406.500000 Penalty: 5303.373535
	Iteration 58Q: 3 clusters Score -5734406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5734409.000000 Penalty: 5303.373535
	Iteration 59Q: 3 clusters Score -5734409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5734412.500000 Penalty: 5303.373535
	Iteration 60F: 3 clusters Score -5734412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -5734413.500000 Penalty: 5303.373535
	Iteration 61Q: 3 clusters Score -5734414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5734416.000000 Penalty: 5303.373535
	Iteration 62Q: 3 clusters Score -5734416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -5734420.000000 Penalty: 5303.373535
	Iteration 63Q: 3 clusters Score -5734420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5734429.500000 Penalty: 5303.373535
	Iteration 64Q: 3 clusters Score -5734430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5734428.000000 Penalty: 5303.373535
	Iteration 65Q: 3 clusters Score -5734428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -5734435.000000 Penalty: 5303.373535
	Iteration 66Q: 3 clusters Score -5734435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5734443.500000 Penalty: 5303.373535
	Iteration 67Q: 3 clusters Score -5734444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -5734445.000000 Penalty: 5303.373535
	Iteration 68Q: 3 clusters Score -5734445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -5734442.500000 Penalty: 5303.373535
	Iteration 69Q: 3 clusters Score -5734442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5734447.000000 Penalty: 5303.373535
	Iteration 70Q: 3 clusters Score -5734447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -5734451.000000 Penalty: 5303.373535
	Iteration 71Q: 3 clusters Score -5734451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -5734451.000000 Penalty: 5303.373535
	Iteration 72Q: 3 clusters Score -5734451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5734455.500000 Penalty: 5303.373535
	Iteration 73Q: 3 clusters Score -5734456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -5734458.000000 Penalty: 5303.373535
	Iteration 74Q: 3 clusters Score -5734458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -5734464.500000 Penalty: 5303.373535
	Iteration 75Q: 3 clusters Score -5734464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -5734464.500000 Penalty: 5303.373535
	Iteration 76Q: 3 clusters Score -5734464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5734463.000000 Penalty: 5303.373535
	Iteration 77Q: 3 clusters Score -5734463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -5734471.000000 Penalty: 5303.373535
	Iteration 78Q: 3 clusters Score -5734471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -5734472.000000 Penalty: 5303.373535
	Iteration 79Q: 3 clusters Score -5734472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -5734471.500000 Penalty: 5303.373535
	Iteration 80F: 3 clusters Score -5734472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5734469.000000 Penalty: 5303.373535
	Iteration 81Q: 3 clusters Score -5734469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5734466.000000 Penalty: 5303.373535
	Iteration 82Q: 3 clusters Score -5734466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -5734474.500000 Penalty: 5303.373535
	Iteration 83Q: 3 clusters Score -5734474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -5734467.000000 Penalty: 5303.373535
	Iteration 84Q: 3 clusters Score -5734467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -5734468.500000 Penalty: 5303.373535
	Iteration 85Q: 3 clusters Score -5734468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5734469.500000 Penalty: 5303.373535
	Iteration 86Q: 3 clusters Score -5734470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -5734475.000000 Penalty: 5303.373535
	Iteration 87Q: 3 clusters Score -5734475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -5734475.000000 Penalty: 5303.373535
	Iteration 88Q: 3 clusters Score -5734475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -5734474.500000 Penalty: 5303.373535
	Iteration 89Q: 3 clusters Score -5734474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -5734479.000000 Penalty: 5303.373535
	Iteration 90Q: 3 clusters Score -5734479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -5734473.500000 Penalty: 5303.373535
	Iteration 91Q: 3 clusters Score -5734474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -5734478.000000 Penalty: 5303.373535
	Iteration 92Q: 3 clusters Score -5734478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5734480.500000 Penalty: 5303.373535
	Iteration 93Q: 3 clusters Score -5734480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5734491.000000 Penalty: 5303.373535
	Iteration 94Q: 3 clusters Score -5734491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -5734484.500000 Penalty: 5303.373535
	Iteration 95Q: 3 clusters Score -5734484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -5734485.000000 Penalty: 5303.373535
	Iteration 96Q: 3 clusters Score -5734485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -5734480.500000 Penalty: 5303.373535
	Iteration 97Q: 3 clusters Score -5734480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -5734487.000000 Penalty: 5303.373535
	Iteration 98Q: 3 clusters Score -5734487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -5734494.500000 Penalty: 5303.373535
	Iteration 99Q: 3 clusters Score -5734494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5734490.500000 Penalty: 5303.373535
	Iteration 100F: 3 clusters Score -5734490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -5734493.000000 Penalty: 5303.373535
	Iteration 101Q: 3 clusters Score -5734493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -5734490.000000 Penalty: 5303.373535
	Iteration 102Q: 3 clusters Score -5734490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -5734486.500000 Penalty: 5303.373535
	Iteration 103Q: 3 clusters Score -5734486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -5734498.500000 Penalty: 5303.373535
	Iteration 104Q: 3 clusters Score -5734498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -5734493.000000 Penalty: 5303.373535
	Iteration 105Q: 3 clusters Score -5734493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5734496.000000 Penalty: 5303.373535
	Iteration 106Q: 3 clusters Score -5734496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -5734500.000000 Penalty: 5303.373535
	Iteration 107Q: 3 clusters Score -5734500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -5734498.500000 Penalty: 5303.373535
	Iteration 108Q: 3 clusters Score -5734498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -5734503.000000 Penalty: 5303.373535
	Iteration 109Q: 3 clusters Score -5734503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -5734504.500000 Penalty: 5303.373535
	Iteration 110Q: 3 clusters Score -5734504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5734498.000000 Penalty: 5303.373535
	Iteration 111Q: 3 clusters Score -5734498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5734499.000000 Penalty: 5303.373535
	Iteration 112Q: 3 clusters Score -5734499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -5734493.500000 Penalty: 5303.373535
	Iteration 113Q: 3 clusters Score -5734494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -5734500.000000 Penalty: 5303.373535
	Iteration 114Q: 3 clusters Score -5734500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -5734496.500000 Penalty: 5303.373535
	Iteration 115Q: 3 clusters Score -5734496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5734505.500000 Penalty: 5303.373535
	Iteration 116Q: 3 clusters Score -5734506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5734505.500000 Penalty: 5303.373535
	Iteration 117F: 3 clusters Score -5734506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -328580.750000 Penalty: 1955.748169
	Iteration 0F: 2 clusters Score -328580.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -325529.625000 Penalty: 3911.496338
	Iteration 0F: 3 clusters Score -325529.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -326215.250000 Penalty: 3911.496338
	Iteration 1F: 3 clusters Score -326215.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -326475.125000 Penalty: 3911.496338
	Iteration 2F: 3 clusters Score -326475.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -326640.312500 Penalty: 3911.496338
	Iteration 3F: 3 clusters Score -326640.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -326769.062500 Penalty: 3911.496338
	Iteration 4Q: 3 clusters Score -326769.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -326908.062500 Penalty: 3911.496338
	Iteration 5Q: 3 clusters Score -326908.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -327015.968750 Penalty: 3911.496338
	Iteration 6Q: 3 clusters Score -327016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -327082.156250 Penalty: 3911.496338
	Iteration 7Q: 3 clusters Score -327082.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -327129.343750 Penalty: 3911.496338
	Iteration 8Q: 3 clusters Score -327129.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -327149.437500 Penalty: 3911.496338
	Iteration 9Q: 3 clusters Score -327149.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -327161.468750 Penalty: 3911.496338
	Iteration 10Q: 3 clusters Score -327161.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -327170.000000 Penalty: 3911.496338
	Iteration 11Q: 3 clusters Score -327170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -327177.500000 Penalty: 3911.496338
	Iteration 12Q: 3 clusters Score -327177.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -327180.875000 Penalty: 3911.496338
	Iteration 13Q: 3 clusters Score -327180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -327186.531250 Penalty: 3911.496338
	Iteration 14Q: 3 clusters Score -327186.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -327190.468750 Penalty: 3911.496338
	Iteration 15Q: 3 clusters Score -327190.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -327191.312500 Penalty: 3911.496338
	Iteration 16Q: 3 clusters Score -327191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -327191.312500 Penalty: 3911.496338
	Iteration 17F: 3 clusters Score -327191.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (191868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191868 members 
Entering Unmasked Estep 
Score: -25672566.000000 Penalty: 3016.811768
	Iteration 0F: 2 clusters Score -2.567257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 95934 members 
Entering Unmasked Estep 
Score: -25549854.000000 Penalty: 6033.623535
	Iteration 0F: 3 clusters Score -2.554985e+07 nChanged 92282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95504 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -25603846.000000 Penalty: 6033.623535
	Iteration 1F: 3 clusters Score -2.560385e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -25604874.000000 Penalty: 6033.623535
	Iteration 2Q: 3 clusters Score -2.560487e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
Score: -25606000.000000 Penalty: 6033.623535
	Iteration 3Q: 3 clusters Score -2.5606e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -25607460.000000 Penalty: 6033.623535
	Iteration 4Q: 3 clusters Score -2.560746e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 100458 members 
Entering Unmasked Estep 
Score: -25609948.000000 Penalty: 6033.623535
	Iteration 5Q: 3 clusters Score -2.560995e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88570 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -25613816.000000 Penalty: 6033.623535
	Iteration 6Q: 3 clusters Score -2.561382e+07 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 107339 members 
Entering Unmasked Estep 
Score: -25619920.000000 Penalty: 6033.623535
	Iteration 7F: 3 clusters Score -2.561992e+07 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 112793 members 
Entering Unmasked Estep 
Score: -25628822.000000 Penalty: 6033.623535
	Iteration 8F: 3 clusters Score -2.562882e+07 nChanged 13500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 118925 members 
Entering Unmasked Estep 
Score: -25639546.000000 Penalty: 6033.623535
	Iteration 9F: 3 clusters Score -2.563955e+07 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 124214 members 
Entering Unmasked Estep 
Score: -25649654.000000 Penalty: 6033.623535
	Iteration 10F: 3 clusters Score -2.564965e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 128222 members 
Entering Unmasked Estep 
Score: -25655490.000000 Penalty: 6033.623535
	Iteration 11Q: 3 clusters Score -2.565549e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 131795 members 
Entering Unmasked Estep 
Score: -25657914.000000 Penalty: 6033.623535
	Iteration 12Q: 3 clusters Score -2.565791e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 135132 members 
Entering Unmasked Estep 
Score: -25659558.000000 Penalty: 6033.623535
	Iteration 13Q: 3 clusters Score -2.565956e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 138379 members 
Entering Unmasked Estep 
Score: -25661072.000000 Penalty: 6033.623535
	Iteration 14Q: 3 clusters Score -2.566107e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 141517 members 
Entering Unmasked Estep 
Score: -25662526.000000 Penalty: 6033.623535
	Iteration 15Q: 3 clusters Score -2.566253e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 144566 members 
Entering Unmasked Estep 
Score: -25663850.000000 Penalty: 6033.623535
	Iteration 16Q: 3 clusters Score -2.566385e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 147435 members 
Entering Unmasked Estep 
Score: -25664988.000000 Penalty: 6033.623535
	Iteration 17Q: 3 clusters Score -2.566499e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 150150 members 
Entering Unmasked Estep 
Score: -25666042.000000 Penalty: 6033.623535
	Iteration 18Q: 3 clusters Score -2.566604e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 152826 members 
Entering Unmasked Estep 
Score: -25667066.000000 Penalty: 6033.623535
	Iteration 19Q: 3 clusters Score -2.566707e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 155274 members 
Entering Unmasked Estep 
Score: -25667952.000000 Penalty: 6033.623535
	Iteration 20F: 3 clusters Score -2.566795e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 157672 members 
Entering Unmasked Estep 
Score: -25668756.000000 Penalty: 6033.623535
	Iteration 21Q: 3 clusters Score -2.566876e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 160069 members 
Entering Unmasked Estep 
Score: -25669494.000000 Penalty: 6033.623535
	Iteration 22Q: 3 clusters Score -2.566949e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 162401 members 
Entering Unmasked Estep 
Score: -25670002.000000 Penalty: 6033.623535
	Iteration 23Q: 3 clusters Score -2.567e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 164552 members 
Entering Unmasked Estep 
Score: -25670334.000000 Penalty: 6033.623535
	Iteration 24Q: 3 clusters Score -2.567033e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 166537 members 
Entering Unmasked Estep 
Score: -25670416.000000 Penalty: 6033.623535
	Iteration 25Q: 3 clusters Score -2.567042e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 168402 members 
Entering Unmasked Estep 
Score: -25670526.000000 Penalty: 6033.623535
	Iteration 26Q: 3 clusters Score -2.567053e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 170073 members 
Entering Unmasked Estep 
Score: -25670566.000000 Penalty: 6033.623535
	Iteration 27Q: 3 clusters Score -2.567057e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 171587 members 
Entering Unmasked Estep 
Score: -25670654.000000 Penalty: 6033.623535
	Iteration 28Q: 3 clusters Score -2.567065e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -25670678.000000 Penalty: 6033.623535
	Iteration 29Q: 3 clusters Score -2.567068e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 174315 members 
Entering Unmasked Estep 
Score: -25670602.000000 Penalty: 6033.623535
	Iteration 30Q: 3 clusters Score -2.56706e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -25670626.000000 Penalty: 6033.623535
	Iteration 31Q: 3 clusters Score -2.567063e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 176486 members 
Entering Unmasked Estep 
Score: -25670630.000000 Penalty: 6033.623535
	Iteration 32Q: 3 clusters Score -2.567063e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 177442 members 
Entering Unmasked Estep 
Score: -25670484.000000 Penalty: 6033.623535
	Iteration 33Q: 3 clusters Score -2.567048e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 178322 members 
Entering Unmasked Estep 
Score: -25670526.000000 Penalty: 6033.623535
	Iteration 34Q: 3 clusters Score -2.567053e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 179144 members 
Entering Unmasked Estep 
Score: -25670544.000000 Penalty: 6033.623535
	Iteration 35Q: 3 clusters Score -2.567054e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 179911 members 
Entering Unmasked Estep 
Score: -25670486.000000 Penalty: 6033.623535
	Iteration 36Q: 3 clusters Score -2.567049e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 180613 members 
Entering Unmasked Estep 
Score: -25670490.000000 Penalty: 6033.623535
	Iteration 37Q: 3 clusters Score -2.567049e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 181258 members 
Entering Unmasked Estep 
Score: -25670522.000000 Penalty: 6033.623535
	Iteration 38Q: 3 clusters Score -2.567052e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 181804 members 
Entering Unmasked Estep 
Score: -25670480.000000 Penalty: 6033.623535
	Iteration 39Q: 3 clusters Score -2.567048e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 182351 members 
Entering Unmasked Estep 
Score: -25670516.000000 Penalty: 6033.623535
	Iteration 40F: 3 clusters Score -2.567052e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 182847 members 
Entering Unmasked Estep 
Score: -25670514.000000 Penalty: 6033.623535
	Iteration 41Q: 3 clusters Score -2.567051e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 183300 members 
Entering Unmasked Estep 
Score: -25670516.000000 Penalty: 6033.623535
	Iteration 42Q: 3 clusters Score -2.567052e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 183725 members 
Entering Unmasked Estep 
Score: -25670550.000000 Penalty: 6033.623535
	Iteration 43Q: 3 clusters Score -2.567055e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 184122 members 
Entering Unmasked Estep 
Score: -25670548.000000 Penalty: 6033.623535
	Iteration 44Q: 3 clusters Score -2.567055e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 184511 members 
Entering Unmasked Estep 
Score: -25670614.000000 Penalty: 6033.623535
	Iteration 45Q: 3 clusters Score -2.567061e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 184843 members 
Entering Unmasked Estep 
Score: -25670598.000000 Penalty: 6033.623535
	Iteration 46Q: 3 clusters Score -2.56706e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 185146 members 
Entering Unmasked Estep 
Score: -25670662.000000 Penalty: 6033.623535
	Iteration 47Q: 3 clusters Score -2.567066e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 185433 members 
Entering Unmasked Estep 
Score: -25670668.000000 Penalty: 6033.623535
	Iteration 48Q: 3 clusters Score -2.567067e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 185684 members 
Entering Unmasked Estep 
Score: -25670672.000000 Penalty: 6033.623535
	Iteration 49Q: 3 clusters Score -2.567067e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 185883 members 
Entering Unmasked Estep 
Score: -25670706.000000 Penalty: 6033.623535
	Iteration 50Q: 3 clusters Score -2.567071e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 186100 members 
Entering Unmasked Estep 
Score: -25670748.000000 Penalty: 6033.623535
	Iteration 51Q: 3 clusters Score -2.567075e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 186297 members 
Entering Unmasked Estep 
Score: -25670730.000000 Penalty: 6033.623535
	Iteration 52Q: 3 clusters Score -2.567073e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 186474 members 
Entering Unmasked Estep 
Score: -25670764.000000 Penalty: 6033.623535
	Iteration 53Q: 3 clusters Score -2.567076e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 186632 members 
Entering Unmasked Estep 
Score: -25670766.000000 Penalty: 6033.623535
	Iteration 54Q: 3 clusters Score -2.567077e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 186783 members 
Entering Unmasked Estep 
Score: -25670784.000000 Penalty: 6033.623535
	Iteration 55Q: 3 clusters Score -2.567078e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 186955 members 
Entering Unmasked Estep 
Score: -25670842.000000 Penalty: 6033.623535
	Iteration 56Q: 3 clusters Score -2.567084e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 187124 members 
Entering Unmasked Estep 
Score: -25670856.000000 Penalty: 6033.623535
	Iteration 57Q: 3 clusters Score -2.567086e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 187281 members 
Entering Unmasked Estep 
Score: -25670834.000000 Penalty: 6033.623535
	Iteration 58Q: 3 clusters Score -2.567083e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 187404 members 
Entering Unmasked Estep 
Score: -25670854.000000 Penalty: 6033.623535
	Iteration 59Q: 3 clusters Score -2.567085e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 187515 members 
Entering Unmasked Estep 
Score: -25670842.000000 Penalty: 6033.623535
	Iteration 60F: 3 clusters Score -2.567084e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 187613 members 
Entering Unmasked Estep 
Score: -25670820.000000 Penalty: 6033.623535
	Iteration 61Q: 3 clusters Score -2.567082e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 187701 members 
Entering Unmasked Estep 
Score: -25670812.000000 Penalty: 6033.623535
	Iteration 62Q: 3 clusters Score -2.567081e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 187781 members 
Entering Unmasked Estep 
Score: -25670868.000000 Penalty: 6033.623535
	Iteration 63Q: 3 clusters Score -2.567087e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 187851 members 
Entering Unmasked Estep 
Score: -25670848.000000 Penalty: 6033.623535
	Iteration 64Q: 3 clusters Score -2.567085e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 187910 members 
Entering Unmasked Estep 
Score: -25670814.000000 Penalty: 6033.623535
	Iteration 65Q: 3 clusters Score -2.567081e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 187962 members 
Entering Unmasked Estep 
Score: -25670832.000000 Penalty: 6033.623535
	Iteration 66Q: 3 clusters Score -2.567083e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 188010 members 
Entering Unmasked Estep 
Score: -25670870.000000 Penalty: 6033.623535
	Iteration 67Q: 3 clusters Score -2.567087e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 188045 members 
Entering Unmasked Estep 
Score: -25670840.000000 Penalty: 6033.623535
	Iteration 68Q: 3 clusters Score -2.567084e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 188076 members 
Entering Unmasked Estep 
Score: -25670828.000000 Penalty: 6033.623535
	Iteration 69Q: 3 clusters Score -2.567083e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 188104 members 
Entering Unmasked Estep 
Score: -25670846.000000 Penalty: 6033.623535
	Iteration 70Q: 3 clusters Score -2.567085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 188137 members 
Entering Unmasked Estep 
Score: -25670822.000000 Penalty: 6033.623535
	Iteration 71Q: 3 clusters Score -2.567082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 188163 members 
Entering Unmasked Estep 
Score: -25670828.000000 Penalty: 6033.623535
	Iteration 72Q: 3 clusters Score -2.567083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 188184 members 
Entering Unmasked Estep 
Score: -25670820.000000 Penalty: 6033.623535
	Iteration 73Q: 3 clusters Score -2.567082e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 188211 members 
Entering Unmasked Estep 
Score: -25670828.000000 Penalty: 6033.623535
	Iteration 74Q: 3 clusters Score -2.567083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 188236 members 
Entering Unmasked Estep 
Score: -25670858.000000 Penalty: 6033.623535
	Iteration 75Q: 3 clusters Score -2.567086e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 188263 members 
Entering Unmasked Estep 
Score: -25670872.000000 Penalty: 6033.623535
	Iteration 76Q: 3 clusters Score -2.567087e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 188289 members 
Entering Unmasked Estep 
Score: -25670866.000000 Penalty: 6033.623535
	Iteration 77Q: 3 clusters Score -2.567087e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 188318 members 
Entering Unmasked Estep 
Score: -25670858.000000 Penalty: 6033.623535
	Iteration 78Q: 3 clusters Score -2.567086e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 188352 members 
Entering Unmasked Estep 
Score: -25670836.000000 Penalty: 6033.623535
	Iteration 79Q: 3 clusters Score -2.567084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 188376 members 
Entering Unmasked Estep 
Score: -25670838.000000 Penalty: 6033.623535
	Iteration 80F: 3 clusters Score -2.567084e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 188405 members 
Entering Unmasked Estep 
Score: -25670814.000000 Penalty: 6033.623535
	Iteration 81Q: 3 clusters Score -2.567081e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 188428 members 
Entering Unmasked Estep 
Score: -25670802.000000 Penalty: 6033.623535
	Iteration 82Q: 3 clusters Score -2.56708e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 188454 members 
Entering Unmasked Estep 
Score: -25670786.000000 Penalty: 6033.623535
	Iteration 83Q: 3 clusters Score -2.567079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 188478 members 
Entering Unmasked Estep 
Score: -25670782.000000 Penalty: 6033.623535
	Iteration 84Q: 3 clusters Score -2.567078e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 188503 members 
Entering Unmasked Estep 
Score: -25670800.000000 Penalty: 6033.623535
	Iteration 85Q: 3 clusters Score -2.56708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 188536 members 
Entering Unmasked Estep 
Score: -25670780.000000 Penalty: 6033.623535
	Iteration 86Q: 3 clusters Score -2.567078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 188558 members 
Entering Unmasked Estep 
Score: -25670790.000000 Penalty: 6033.623535
	Iteration 87Q: 3 clusters Score -2.567079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 188579 members 
Entering Unmasked Estep 
Score: -25670790.000000 Penalty: 6033.623535
	Iteration 88Q: 3 clusters Score -2.567079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 188600 members 
Entering Unmasked Estep 
Score: -25670802.000000 Penalty: 6033.623535
	Iteration 89Q: 3 clusters Score -2.56708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 188613 members 
Entering Unmasked Estep 
Score: -25670784.000000 Penalty: 6033.623535
	Iteration 90Q: 3 clusters Score -2.567078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 188631 members 
Entering Unmasked Estep 
Score: -25670770.000000 Penalty: 6033.623535
	Iteration 91Q: 3 clusters Score -2.567077e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 188653 members 
Entering Unmasked Estep 
Score: -25670762.000000 Penalty: 6033.623535
	Iteration 92Q: 3 clusters Score -2.567076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 188668 members 
Entering Unmasked Estep 
Score: -25670764.000000 Penalty: 6033.623535
	Iteration 93Q: 3 clusters Score -2.567076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 188688 members 
Entering Unmasked Estep 
Score: -25670776.000000 Penalty: 6033.623535
	Iteration 94Q: 3 clusters Score -2.567078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 188712 members 
Entering Unmasked Estep 
Score: -25670786.000000 Penalty: 6033.623535
	Iteration 95Q: 3 clusters Score -2.567079e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 188732 members 
Entering Unmasked Estep 
Score: -25670764.000000 Penalty: 6033.623535
	Iteration 96Q: 3 clusters Score -2.567076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 188748 members 
Entering Unmasked Estep 
Score: -25670772.000000 Penalty: 6033.623535
	Iteration 97Q: 3 clusters Score -2.567077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 188761 members 
Entering Unmasked Estep 
Score: -25670784.000000 Penalty: 6033.623535
	Iteration 98Q: 3 clusters Score -2.567078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 188777 members 
Entering Unmasked Estep 
Score: -25670796.000000 Penalty: 6033.623535
	Iteration 99Q: 3 clusters Score -2.56708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 188792 members 
Entering Unmasked Estep 
Score: -25670782.000000 Penalty: 6033.623535
	Iteration 100F: 3 clusters Score -2.567078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 188809 members 
Entering Unmasked Estep 
Score: -25670794.000000 Penalty: 6033.623535
	Iteration 101Q: 3 clusters Score -2.567079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 188815 members 
Entering Unmasked Estep 
Score: -25670782.000000 Penalty: 6033.623535
	Iteration 102Q: 3 clusters Score -2.567078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 188821 members 
Entering Unmasked Estep 
Score: -25670814.000000 Penalty: 6033.623535
	Iteration 103Q: 3 clusters Score -2.567081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 188826 members 
Entering Unmasked Estep 
Score: -25670808.000000 Penalty: 6033.623535
	Iteration 104Q: 3 clusters Score -2.567081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 188833 members 
Entering Unmasked Estep 
Score: -25670786.000000 Penalty: 6033.623535
	Iteration 105Q: 3 clusters Score -2.567079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 188839 members 
Entering Unmasked Estep 
Score: -25670802.000000 Penalty: 6033.623535
	Iteration 106Q: 3 clusters Score -2.56708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 188845 members 
Entering Unmasked Estep 
Score: -25670804.000000 Penalty: 6033.623535
	Iteration 107Q: 3 clusters Score -2.56708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 188854 members 
Entering Unmasked Estep 
Score: -25670782.000000 Penalty: 6033.623535
	Iteration 108Q: 3 clusters Score -2.567078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 188861 members 
Entering Unmasked Estep 
Score: -25670786.000000 Penalty: 6033.623535
	Iteration 109Q: 3 clusters Score -2.567079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 188867 members 
Entering Unmasked Estep 
Score: -25670766.000000 Penalty: 6033.623535
	Iteration 110Q: 3 clusters Score -2.567077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 188874 members 
Entering Unmasked Estep 
Score: -25670754.000000 Penalty: 6033.623535
	Iteration 111Q: 3 clusters Score -2.567075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 188883 members 
Entering Unmasked Estep 
Score: -25670768.000000 Penalty: 6033.623535
	Iteration 112Q: 3 clusters Score -2.567077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 188889 members 
Entering Unmasked Estep 
Score: -25670764.000000 Penalty: 6033.623535
	Iteration 113Q: 3 clusters Score -2.567076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 188895 members 
Entering Unmasked Estep 
Score: -25670784.000000 Penalty: 6033.623535
	Iteration 114Q: 3 clusters Score -2.567078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 188901 members 
Entering Unmasked Estep 
Score: -25670758.000000 Penalty: 6033.623535
	Iteration 115Q: 3 clusters Score -2.567076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 188906 members 
Entering Unmasked Estep 
Score: -25670742.000000 Penalty: 6033.623535
	Iteration 116Q: 3 clusters Score -2.567074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 188912 members 
Entering Unmasked Estep 
Score: -25670754.000000 Penalty: 6033.623535
	Iteration 117Q: 3 clusters Score -2.567075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 188915 members 
Entering Unmasked Estep 
Score: -25670754.000000 Penalty: 6033.623535
	Iteration 118Q: 3 clusters Score -2.567075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 188920 members 
Entering Unmasked Estep 
Score: -25670764.000000 Penalty: 6033.623535
	Iteration 119Q: 3 clusters Score -2.567076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 188927 members 
Entering Unmasked Estep 
Score: -25670732.000000 Penalty: 6033.623535
	Iteration 120F: 3 clusters Score -2.567073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 188932 members 
Entering Unmasked Estep 
Score: -25670734.000000 Penalty: 6033.623535
	Iteration 121Q: 3 clusters Score -2.567073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 188937 members 
Entering Unmasked Estep 
Score: -25670722.000000 Penalty: 6033.623535
	Iteration 122Q: 3 clusters Score -2.567072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 188942 members 
Entering Unmasked Estep 
Score: -25670714.000000 Penalty: 6033.623535
	Iteration 123Q: 3 clusters Score -2.567071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 188951 members 
Entering Unmasked Estep 
Score: -25670700.000000 Penalty: 6033.623535
	Iteration 124Q: 3 clusters Score -2.56707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 188956 members 
Entering Unmasked Estep 
Score: -25670714.000000 Penalty: 6033.623535
	Iteration 125Q: 3 clusters Score -2.567071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 188960 members 
Entering Unmasked Estep 
Score: -25670706.000000 Penalty: 6033.623535
	Iteration 126Q: 3 clusters Score -2.567071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 188962 members 
Entering Unmasked Estep 
Score: -25670722.000000 Penalty: 6033.623535
	Iteration 127Q: 3 clusters Score -2.567072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 188965 members 
Entering Unmasked Estep 
Score: -25670740.000000 Penalty: 6033.623535
	Iteration 128Q: 3 clusters Score -2.567074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 188974 members 
Entering Unmasked Estep 
Score: -25670740.000000 Penalty: 6033.623535
	Iteration 129Q: 3 clusters Score -2.567074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 188986 members 
Entering Unmasked Estep 
Score: -25670718.000000 Penalty: 6033.623535
	Iteration 130Q: 3 clusters Score -2.567072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 188998 members 
Entering Unmasked Estep 
Score: -25670706.000000 Penalty: 6033.623535
	Iteration 131Q: 3 clusters Score -2.567071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 189010 members 
Entering Unmasked Estep 
Score: -25670722.000000 Penalty: 6033.623535
	Iteration 132Q: 3 clusters Score -2.567072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 189019 members 
Entering Unmasked Estep 
Score: -25670720.000000 Penalty: 6033.623535
	Iteration 133Q: 3 clusters Score -2.567072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 189028 members 
Entering Unmasked Estep 
Score: -25670698.000000 Penalty: 6033.623535
	Iteration 134Q: 3 clusters Score -2.56707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 189037 members 
Entering Unmasked Estep 
Score: -25670708.000000 Penalty: 6033.623535
	Iteration 135Q: 3 clusters Score -2.567071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 189047 members 
Entering Unmasked Estep 
Score: -25670710.000000 Penalty: 6033.623535
	Iteration 136Q: 3 clusters Score -2.567071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 189059 members 
Entering Unmasked Estep 
Score: -25670712.000000 Penalty: 6033.623535
	Iteration 137Q: 3 clusters Score -2.567071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 189074 members 
Entering Unmasked Estep 
Score: -25670740.000000 Penalty: 6033.623535
	Iteration 138Q: 3 clusters Score -2.567074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 189084 members 
Entering Unmasked Estep 
Score: -25670734.000000 Penalty: 6033.623535
	Iteration 139Q: 3 clusters Score -2.567073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 189090 members 
Entering Unmasked Estep 
Score: -25670716.000000 Penalty: 6033.623535
	Iteration 140F: 3 clusters Score -2.567072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 189098 members 
Entering Unmasked Estep 
Score: -25670720.000000 Penalty: 6033.623535
	Iteration 141Q: 3 clusters Score -2.567072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 189108 members 
Entering Unmasked Estep 
Score: -25670726.000000 Penalty: 6033.623535
	Iteration 142Q: 3 clusters Score -2.567073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 189118 members 
Entering Unmasked Estep 
Score: -25670704.000000 Penalty: 6033.623535
	Iteration 143Q: 3 clusters Score -2.56707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 189125 members 
Entering Unmasked Estep 
Score: -25670708.000000 Penalty: 6033.623535
	Iteration 144Q: 3 clusters Score -2.567071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 189126 members 
Entering Unmasked Estep 
Score: -25670700.000000 Penalty: 6033.623535
	Iteration 145Q: 3 clusters Score -2.56707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 189128 members 
Entering Unmasked Estep 
Score: -25670692.000000 Penalty: 6033.623535
	Iteration 146Q: 3 clusters Score -2.567069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 189128 members 
Entering Unmasked Estep 
Score: -25670692.000000 Penalty: 6033.623535
	Iteration 147F: 3 clusters Score -2.567069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Entering Unmasked Estep 
Score: -4253661.500000 Penalty: 2567.211914
	Iteration 0F: 2 clusters Score -4253662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4232135.000000 Penalty: 5134.423828
	Iteration 0F: 3 clusters Score -4232135 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4239851.500000 Penalty: 5134.423828
	Iteration 1F: 3 clusters Score -4239852 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4240437.000000 Penalty: 5134.423828
	Iteration 2F: 3 clusters Score -4240437 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -4241091.000000 Penalty: 5134.423828
	Iteration 3Q: 3 clusters Score -4241091 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -4241885.500000 Penalty: 5134.423828
	Iteration 4F: 3 clusters Score -4241886 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4242976.500000 Penalty: 5134.423828
	Iteration 5F: 3 clusters Score -4242976 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -4244415.500000 Penalty: 5134.423828
	Iteration 6F: 3 clusters Score -4244416 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -4246091.500000 Penalty: 5134.423828
	Iteration 7F: 3 clusters Score -4246092 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4247849.000000 Penalty: 5134.423828
	Iteration 8F: 3 clusters Score -4247849 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -4249190.000000 Penalty: 5134.423828
	Iteration 9Q: 3 clusters Score -4249190 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -4249874.500000 Penalty: 5134.423828
	Iteration 10Q: 3 clusters Score -4249874 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -4250210.000000 Penalty: 5134.423828
	Iteration 11Q: 3 clusters Score -4250210 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4250376.500000 Penalty: 5134.423828
	Iteration 12Q: 3 clusters Score -4250376 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -4250502.500000 Penalty: 5134.423828
	Iteration 13Q: 3 clusters Score -4250502 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -4250603.000000 Penalty: 5134.423828
	Iteration 14Q: 3 clusters Score -4250603 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -4250680.000000 Penalty: 5134.423828
	Iteration 15Q: 3 clusters Score -4250680 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -4250740.500000 Penalty: 5134.423828
	Iteration 16Q: 3 clusters Score -4250740 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -4250810.500000 Penalty: 5134.423828
	Iteration 17Q: 3 clusters Score -4250810 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -4250866.000000 Penalty: 5134.423828
	Iteration 18Q: 3 clusters Score -4250866 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -4250892.500000 Penalty: 5134.423828
	Iteration 19Q: 3 clusters Score -4250892 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -4250923.000000 Penalty: 5134.423828
	Iteration 20F: 3 clusters Score -4250923 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -4250963.000000 Penalty: 5134.423828
	Iteration 21Q: 3 clusters Score -4250963 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -4250986.000000 Penalty: 5134.423828
	Iteration 22Q: 3 clusters Score -4250986 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -4251025.000000 Penalty: 5134.423828
	Iteration 23Q: 3 clusters Score -4251025 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -4251041.500000 Penalty: 5134.423828
	Iteration 24Q: 3 clusters Score -4251042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4251049.000000 Penalty: 5134.423828
	Iteration 25Q: 3 clusters Score -4251049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -4251061.000000 Penalty: 5134.423828
	Iteration 26Q: 3 clusters Score -4251061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -4251070.000000 Penalty: 5134.423828
	Iteration 27Q: 3 clusters Score -4251070 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -4251076.000000 Penalty: 5134.423828
	Iteration 28Q: 3 clusters Score -4251076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -4251097.000000 Penalty: 5134.423828
	Iteration 29Q: 3 clusters Score -4251097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4251121.500000 Penalty: 5134.423828
	Iteration 30Q: 3 clusters Score -4251122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -4251123.000000 Penalty: 5134.423828
	Iteration 31Q: 3 clusters Score -4251123 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -4251134.500000 Penalty: 5134.423828
	Iteration 32Q: 3 clusters Score -4251134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -4251151.500000 Penalty: 5134.423828
	Iteration 33Q: 3 clusters Score -4251152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -4251161.000000 Penalty: 5134.423828
	Iteration 34Q: 3 clusters Score -4251161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -4251181.000000 Penalty: 5134.423828
	Iteration 35Q: 3 clusters Score -4251181 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -4251181.000000 Penalty: 5134.423828
	Iteration 36Q: 3 clusters Score -4251181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -4251179.500000 Penalty: 5134.423828
	Iteration 37Q: 3 clusters Score -4251180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -4251180.500000 Penalty: 5134.423828
	Iteration 38Q: 3 clusters Score -4251180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4251199.000000 Penalty: 5134.423828
	Iteration 39Q: 3 clusters Score -4251199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -4251210.500000 Penalty: 5134.423828
	Iteration 40F: 3 clusters Score -4251210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -4251225.500000 Penalty: 5134.423828
	Iteration 41Q: 3 clusters Score -4251226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -4251233.500000 Penalty: 5134.423828
	Iteration 42Q: 3 clusters Score -4251234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -4251255.000000 Penalty: 5134.423828
	Iteration 43Q: 3 clusters Score -4251255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4251263.500000 Penalty: 5134.423828
	Iteration 44Q: 3 clusters Score -4251264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -4251271.500000 Penalty: 5134.423828
	Iteration 45Q: 3 clusters Score -4251272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -4251282.000000 Penalty: 5134.423828
	Iteration 46Q: 3 clusters Score -4251282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4251286.000000 Penalty: 5134.423828
	Iteration 47Q: 3 clusters Score -4251286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -4251292.500000 Penalty: 5134.423828
	Iteration 48Q: 3 clusters Score -4251292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4251299.500000 Penalty: 5134.423828
	Iteration 49Q: 3 clusters Score -4251300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4251301.500000 Penalty: 5134.423828
	Iteration 50Q: 3 clusters Score -4251302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -4251306.000000 Penalty: 5134.423828
	Iteration 51Q: 3 clusters Score -4251306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -4251312.500000 Penalty: 5134.423828
	Iteration 52Q: 3 clusters Score -4251312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -4251315.000000 Penalty: 5134.423828
	Iteration 53Q: 3 clusters Score -4251315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -4251316.000000 Penalty: 5134.423828
	Iteration 54Q: 3 clusters Score -4251316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -4251325.000000 Penalty: 5134.423828
	Iteration 55Q: 3 clusters Score -4251325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -4251333.500000 Penalty: 5134.423828
	Iteration 56Q: 3 clusters Score -4251334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -4251340.000000 Penalty: 5134.423828
	Iteration 57Q: 3 clusters Score -4251340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -4251345.000000 Penalty: 5134.423828
	Iteration 58Q: 3 clusters Score -4251345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -4251349.000000 Penalty: 5134.423828
	Iteration 59Q: 3 clusters Score -4251349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4251350.500000 Penalty: 5134.423828
	Iteration 60F: 3 clusters Score -4251350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -4251353.000000 Penalty: 5134.423828
	Iteration 61Q: 3 clusters Score -4251353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -4251362.500000 Penalty: 5134.423828
	Iteration 62Q: 3 clusters Score -4251362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -4251372.500000 Penalty: 5134.423828
	Iteration 63Q: 3 clusters Score -4251372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -4251375.000000 Penalty: 5134.423828
	Iteration 64Q: 3 clusters Score -4251375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4251384.000000 Penalty: 5134.423828
	Iteration 65Q: 3 clusters Score -4251384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -4251379.000000 Penalty: 5134.423828
	Iteration 66Q: 3 clusters Score -4251379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -4251382.500000 Penalty: 5134.423828
	Iteration 67Q: 3 clusters Score -4251382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -4251377.000000 Penalty: 5134.423828
	Iteration 68Q: 3 clusters Score -4251377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -4251376.500000 Penalty: 5134.423828
	Iteration 69Q: 3 clusters Score -4251376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -4251376.000000 Penalty: 5134.423828
	Iteration 70Q: 3 clusters Score -4251376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -4251374.000000 Penalty: 5134.423828
	Iteration 71Q: 3 clusters Score -4251374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -4251378.000000 Penalty: 5134.423828
	Iteration 72Q: 3 clusters Score -4251378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4251381.000000 Penalty: 5134.423828
	Iteration 73Q: 3 clusters Score -4251381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -4251382.000000 Penalty: 5134.423828
	Iteration 74Q: 3 clusters Score -4251382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -4251380.500000 Penalty: 5134.423828
	Iteration 75Q: 3 clusters Score -4251380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -4251381.000000 Penalty: 5134.423828
	Iteration 76Q: 3 clusters Score -4251381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4251379.500000 Penalty: 5134.423828
	Iteration 77Q: 3 clusters Score -4251380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4251384.500000 Penalty: 5134.423828
	Iteration 78Q: 3 clusters Score -4251384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -4251391.000000 Penalty: 5134.423828
	Iteration 79Q: 3 clusters Score -4251391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4251388.000000 Penalty: 5134.423828
	Iteration 80F: 3 clusters Score -4251388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -4251388.000000 Penalty: 5134.423828
	Iteration 81Q: 3 clusters Score -4251388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4251397.000000 Penalty: 5134.423828
	Iteration 82Q: 3 clusters Score -4251397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4251401.500000 Penalty: 5134.423828
	Iteration 83Q: 3 clusters Score -4251402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -4251399.500000 Penalty: 5134.423828
	Iteration 84Q: 3 clusters Score -4251400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4251407.500000 Penalty: 5134.423828
	Iteration 85Q: 3 clusters Score -4251408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4251408.500000 Penalty: 5134.423828
	Iteration 86Q: 3 clusters Score -4251408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -4251411.500000 Penalty: 5134.423828
	Iteration 87Q: 3 clusters Score -4251412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -4251415.000000 Penalty: 5134.423828
	Iteration 88Q: 3 clusters Score -4251415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -4251412.500000 Penalty: 5134.423828
	Iteration 89Q: 3 clusters Score -4251412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -4251414.000000 Penalty: 5134.423828
	Iteration 90Q: 3 clusters Score -4251414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -4251413.000000 Penalty: 5134.423828
	Iteration 91Q: 3 clusters Score -4251413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4251412.000000 Penalty: 5134.423828
	Iteration 92Q: 3 clusters Score -4251412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -4251412.500000 Penalty: 5134.423828
	Iteration 93Q: 3 clusters Score -4251412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -4251412.500000 Penalty: 5134.423828
	Iteration 94F: 3 clusters Score -4251412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (210636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210636 members 
Entering Unmasked Estep 
Score: -28185958.000000 Penalty: 3039.956055
	Iteration 0F: 2 clusters Score -2.818596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105379 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -28051856.000000 Penalty: 6079.912109
	Iteration 0F: 3 clusters Score -2.805186e+07 nChanged 101215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Mstep: Class 2 contains 102106 members 
Entering Unmasked Estep 
Score: -28111396.000000 Penalty: 6079.912109
	Iteration 1F: 3 clusters Score -2.81114e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110478 members 
Mstep: Class 2 contains 100158 members 
Entering Unmasked Estep 
Score: -28112542.000000 Penalty: 6079.912109
	Iteration 2Q: 3 clusters Score -2.811254e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113481 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -28113948.000000 Penalty: 6079.912109
	Iteration 3Q: 3 clusters Score -2.811395e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117895 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -28115844.000000 Penalty: 6079.912109
	Iteration 4Q: 3 clusters Score -2.811584e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 86380 members 
Entering Unmasked Estep 
Score: -28118524.000000 Penalty: 6079.912109
	Iteration 5Q: 3 clusters Score -2.811852e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133350 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -28123284.000000 Penalty: 6079.912109
	Iteration 6Q: 3 clusters Score -2.812328e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145715 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -28131542.000000 Penalty: 6079.912109
	Iteration 7F: 3 clusters Score -2.813154e+07 nChanged 15481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160940 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -28142802.000000 Penalty: 6079.912109
	Iteration 8F: 3 clusters Score -2.81428e+07 nChanged 16033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176869 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -28155666.000000 Penalty: 6079.912109
	Iteration 9F: 3 clusters Score -2.815567e+07 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190403 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -28167138.000000 Penalty: 6079.912109
	Iteration 10F: 3 clusters Score -2.816714e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199381 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -28174236.000000 Penalty: 6079.912109
	Iteration 11Q: 3 clusters Score -2.817424e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204660 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -28178372.000000 Penalty: 6079.912109
	Iteration 12Q: 3 clusters Score -2.817837e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207407 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -28180714.000000 Penalty: 6079.912109
	Iteration 13Q: 3 clusters Score -2.818071e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208763 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -28181796.000000 Penalty: 6079.912109
	Iteration 14Q: 3 clusters Score -2.81818e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209469 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -28182476.000000 Penalty: 6079.912109
	Iteration 15Q: 3 clusters Score -2.818248e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209790 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -28182796.000000 Penalty: 6079.912109
	Iteration 16Q: 3 clusters Score -2.81828e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209928 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -28182988.000000 Penalty: 6079.912109
	Iteration 17Q: 3 clusters Score -2.818299e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210003 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -28183104.000000 Penalty: 6079.912109
	Iteration 18Q: 3 clusters Score -2.81831e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210057 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -28183164.000000 Penalty: 6079.912109
	Iteration 19Q: 3 clusters Score -2.818316e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210087 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -28183210.000000 Penalty: 6079.912109
	Iteration 20F: 3 clusters Score -2.818321e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210101 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -28183218.000000 Penalty: 6079.912109
	Iteration 21Q: 3 clusters Score -2.818322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210115 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -28183218.000000 Penalty: 6079.912109
	Iteration 22Q: 3 clusters Score -2.818322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210128 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -28183228.000000 Penalty: 6079.912109
	Iteration 23Q: 3 clusters Score -2.818323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210137 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -28183244.000000 Penalty: 6079.912109
	Iteration 24Q: 3 clusters Score -2.818324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210143 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -28183250.000000 Penalty: 6079.912109
	Iteration 25Q: 3 clusters Score -2.818325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210147 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -28183272.000000 Penalty: 6079.912109
	Iteration 26Q: 3 clusters Score -2.818327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210148 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -28183278.000000 Penalty: 6079.912109
	Iteration 27Q: 3 clusters Score -2.818328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210148 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -28183272.000000 Penalty: 6079.912109
	Iteration 28Q: 3 clusters Score -2.818327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210147 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -28183272.000000 Penalty: 6079.912109
	Iteration 29Q: 3 clusters Score -2.818327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210147 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -28183272.000000 Penalty: 6079.912109
	Iteration 30F: 3 clusters Score -2.818327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -310895.531250 Penalty: 1934.135498
	Iteration 0F: 2 clusters Score -310895.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -307975.312500 Penalty: 3868.270996
	Iteration 0F: 3 clusters Score -307975.3 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -308555.843750 Penalty: 3868.270996
	Iteration 1F: 3 clusters Score -308555.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -308692.187500 Penalty: 3868.270996
	Iteration 2F: 3 clusters Score -308692.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -308758.406250 Penalty: 3868.270996
	Iteration 3Q: 3 clusters Score -308758.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -308794.937500 Penalty: 3868.270996
	Iteration 4Q: 3 clusters Score -308794.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -308822.281250 Penalty: 3868.270996
	Iteration 5Q: 3 clusters Score -308822.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -308840.906250 Penalty: 3868.270996
	Iteration 6Q: 3 clusters Score -308840.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -308862.156250 Penalty: 3868.270996
	Iteration 7Q: 3 clusters Score -308862.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -308880.625000 Penalty: 3868.270996
	Iteration 8Q: 3 clusters Score -308880.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -308899.156250 Penalty: 3868.270996
	Iteration 9Q: 3 clusters Score -308899.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -308918.062500 Penalty: 3868.270996
	Iteration 10Q: 3 clusters Score -308918.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -308935.968750 Penalty: 3868.270996
	Iteration 11Q: 3 clusters Score -308936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -308958.687500 Penalty: 3868.270996
	Iteration 12Q: 3 clusters Score -308958.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -308979.750000 Penalty: 3868.270996
	Iteration 13Q: 3 clusters Score -308979.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -309012.687500 Penalty: 3868.270996
	Iteration 14Q: 3 clusters Score -309012.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -309039.968750 Penalty: 3868.270996
	Iteration 15Q: 3 clusters Score -309040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -309060.625000 Penalty: 3868.270996
	Iteration 16Q: 3 clusters Score -309060.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -309070.343750 Penalty: 3868.270996
	Iteration 17Q: 3 clusters Score -309070.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -309077.687500 Penalty: 3868.270996
	Iteration 18Q: 3 clusters Score -309077.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -309083.187500 Penalty: 3868.270996
	Iteration 19Q: 3 clusters Score -309083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -309087.468750 Penalty: 3868.270996
	Iteration 20F: 3 clusters Score -309087.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -309089.968750 Penalty: 3868.270996
	Iteration 21Q: 3 clusters Score -309090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -309090.937500 Penalty: 3868.270996
	Iteration 22Q: 3 clusters Score -309090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -309093.031250 Penalty: 3868.270996
	Iteration 23Q: 3 clusters Score -309093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -309093.906250 Penalty: 3868.270996
	Iteration 24Q: 3 clusters Score -309093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -309094.843750 Penalty: 3868.270996
	Iteration 25Q: 3 clusters Score -309094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -309096.843750 Penalty: 3868.270996
	Iteration 26Q: 3 clusters Score -309096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -309098.000000 Penalty: 3868.270996
	Iteration 27Q: 3 clusters Score -309098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -309098.593750 Penalty: 3868.270996
	Iteration 28Q: 3 clusters Score -309098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -309098.593750 Penalty: 3868.270996
	Iteration 29Q: 3 clusters Score -309098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -309098.593750 Penalty: 3868.270996
	Iteration 30F: 3 clusters Score -309098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170223 members 
Entering Unmasked Estep 
Score: -22966328.000000 Penalty: 2987.126465
	Iteration 0F: 2 clusters Score -2.296633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -22855380.000000 Penalty: 5974.252930
	Iteration 0F: 3 clusters Score -2.285538e+07 nChanged 81809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -22902820.000000 Penalty: 5974.252930
	Iteration 1F: 3 clusters Score -2.290282e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -22903820.000000 Penalty: 5974.252930
	Iteration 2Q: 3 clusters Score -2.290382e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -22905204.000000 Penalty: 5974.252930
	Iteration 3Q: 3 clusters Score -2.29052e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -22907596.000000 Penalty: 5974.252930
	Iteration 4Q: 3 clusters Score -2.29076e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 110204 members 
Entering Unmasked Estep 
Score: -22912242.000000 Penalty: 5974.252930
	Iteration 5F: 3 clusters Score -2.291224e+07 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -22920880.000000 Penalty: 5974.252930
	Iteration 6F: 3 clusters Score -2.292088e+07 nChanged 15940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 138717 members 
Entering Unmasked Estep 
Score: -22934618.000000 Penalty: 5974.252930
	Iteration 7F: 3 clusters Score -2.293462e+07 nChanged 15909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 154626 members 
Entering Unmasked Estep 
Score: -22950150.000000 Penalty: 5974.252930
	Iteration 8F: 3 clusters Score -2.295015e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 164890 members 
Entering Unmasked Estep 
Score: -22959682.000000 Penalty: 5974.252930
	Iteration 9F: 3 clusters Score -2.295968e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 168863 members 
Entering Unmasked Estep 
Score: -22962534.000000 Penalty: 5974.252930
	Iteration 10Q: 3 clusters Score -2.296253e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 169766 members 
Entering Unmasked Estep 
Score: -22963306.000000 Penalty: 5974.252930
	Iteration 11Q: 3 clusters Score -2.296331e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 169964 members 
Entering Unmasked Estep 
Score: -22963560.000000 Penalty: 5974.252930
	Iteration 12Q: 3 clusters Score -2.296356e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 170003 members 
Entering Unmasked Estep 
Score: -22963678.000000 Penalty: 5974.252930
	Iteration 13Q: 3 clusters Score -2.296368e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 170023 members 
Entering Unmasked Estep 
Score: -22963692.000000 Penalty: 5974.252930
	Iteration 14Q: 3 clusters Score -2.296369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170032 members 
Entering Unmasked Estep 
Score: -22963722.000000 Penalty: 5974.252930
	Iteration 15Q: 3 clusters Score -2.296372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170035 members 
Entering Unmasked Estep 
Score: -22963730.000000 Penalty: 5974.252930
	Iteration 16Q: 3 clusters Score -2.296373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170035 members 
Entering Unmasked Estep 
Score: -22963744.000000 Penalty: 5974.252930
	Iteration 17Q: 3 clusters Score -2.296374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170035 members 
Entering Unmasked Estep 
Score: -22963744.000000 Penalty: 5974.252930
	Iteration 18F: 3 clusters Score -2.296374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141510 members 
Mstep: Class 2 contains 51221 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 5 contains 5133 members 
Mstep: Class 6 contains 172668 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 25336 members 
Mstep: Class 12 contains 24861 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 44015 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 191868 members 
Mstep: Class 18 contains 31309 members 
Mstep: Class 19 contains 210636 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 22 contains 170223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350672.000000 Penalty: 79324.117188
Iteration 79Q: 24 clusters Score -1.443507e+08 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140912 members 
Mstep: Class 2 contains 52224 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 172245 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 25573 members 
Mstep: Class 12 contains 24977 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 44049 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 191786 members 
Mstep: Class 18 contains 31276 members 
Mstep: Class 19 contains 210458 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 1885 members 
Mstep: Class 22 contains 170138 members 
Mstep: Class 23 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351136.000000 Penalty: 79324.117188
Iteration 80F: 24 clusters Score -1.443511e+08 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 140289 members 
Mstep: Class 2 contains 53047 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 1818 members 
Mstep: Class 5 contains 5085 members 
Mstep: Class 6 contains 171911 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 424 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 2477 members 
Mstep: Class 11 contains 25803 members 
Mstep: Class 12 contains 25078 members 
Mstep: Class 13 contains 2601 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 44071 members 
Mstep: Class 16 contains 2678 members 
Mstep: Class 17 contains 191697 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 210328 members 
Mstep: Class 20 contains 2441 members 
Mstep: Class 21 contains 1894 members 
Mstep: Class 22 contains 170111 members 
Mstep: Class 23 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351120.000000 Penalty: 79324.117188
Iteration 81Q: 24 clusters Score -1.443511e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 139667 members 
Mstep: Class 2 contains 53787 members 
Mstep: Class 3 contains 7536 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 171622 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 424 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 2482 members 
Mstep: Class 11 contains 26013 members 
Mstep: Class 12 contains 25152 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 15 contains 44092 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 191651 members 
Mstep: Class 18 contains 31262 members 
Mstep: Class 19 contains 210222 members 
Mstep: Class 20 contains 2445 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170101 members 
Mstep: Class 23 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351856.000000 Penalty: 79324.117188
Iteration 82Q: 24 clusters Score -1.443519e+08 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 139018 members 
Mstep: Class 2 contains 54398 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 1881 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 171454 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 2487 members 
Mstep: Class 11 contains 26218 members 
Mstep: Class 12 contains 25225 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 44097 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 191656 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 210120 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170100 members 
Mstep: Class 23 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352384.000000 Penalty: 79324.117188
Iteration 83Q: 24 clusters Score -1.443524e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 138393 members 
Mstep: Class 2 contains 54934 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 5025 members 
Mstep: Class 6 contains 171279 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 26392 members 
Mstep: Class 12 contains 25291 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 44123 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 17 contains 191696 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 210049 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170114 members 
Mstep: Class 23 contains 392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352560.000000 Penalty: 79324.117188
Iteration 84Q: 24 clusters Score -1.443526e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 137785 members 
Mstep: Class 2 contains 55405 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 5002 members 
Mstep: Class 6 contains 171121 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 26532 members 
Mstep: Class 12 contains 25364 members 
Mstep: Class 13 contains 2660 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 15 contains 44161 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 191759 members 
Mstep: Class 18 contains 31258 members 
Mstep: Class 19 contains 209975 members 
Mstep: Class 20 contains 2457 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170157 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352768.000000 Penalty: 79324.117188
Iteration 85Q: 24 clusters Score -1.443528e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 137201 members 
Mstep: Class 2 contains 55865 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 6 contains 171018 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 26645 members 
Mstep: Class 12 contains 25425 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 44180 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 191793 members 
Mstep: Class 18 contains 31270 members 
Mstep: Class 19 contains 209954 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170166 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352416.000000 Penalty: 79324.117188
Iteration 86Q: 24 clusters Score -1.443524e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 136688 members 
Mstep: Class 2 contains 56254 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 4954 members 
Mstep: Class 6 contains 170856 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 428 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 26756 members 
Mstep: Class 12 contains 25493 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 44205 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 191842 members 
Mstep: Class 18 contains 31279 members 
Mstep: Class 19 contains 209960 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170182 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352576.000000 Penalty: 79324.117188
Iteration 87Q: 24 clusters Score -1.443526e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 136133 members 
Mstep: Class 2 contains 56623 members 
Mstep: Class 3 contains 7457 members 
Mstep: Class 4 contains 1949 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 6 contains 170714 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 26845 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 44234 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 191929 members 
Mstep: Class 18 contains 31294 members 
Mstep: Class 19 contains 209982 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170191 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352512.000000 Penalty: 79324.117188
Iteration 88Q: 24 clusters Score -1.443525e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 135661 members 
Mstep: Class 2 contains 56954 members 
Mstep: Class 3 contains 7442 members 
Mstep: Class 4 contains 1960 members 
Mstep: Class 5 contains 4927 members 
Mstep: Class 6 contains 170603 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 26925 members 
Mstep: Class 12 contains 25614 members 
Mstep: Class 13 contains 2718 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44244 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 192048 members 
Mstep: Class 18 contains 31299 members 
Mstep: Class 19 contains 209935 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170216 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352464.000000 Penalty: 79324.117188
Iteration 89Q: 24 clusters Score -1.443525e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 135218 members 
Mstep: Class 2 contains 57245 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 1965 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 170514 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 27006 members 
Mstep: Class 12 contains 25672 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 44250 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 17 contains 192080 members 
Mstep: Class 18 contains 31310 members 
Mstep: Class 19 contains 209949 members 
Mstep: Class 20 contains 2460 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170247 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352640.000000 Penalty: 79324.117188
Iteration 90Q: 24 clusters Score -1.443526e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 134744 members 
Mstep: Class 2 contains 57532 members 
Mstep: Class 3 contains 7441 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 4905 members 
Mstep: Class 6 contains 170449 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 428 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 27073 members 
Mstep: Class 12 contains 25721 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44254 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 17 contains 192100 members 
Mstep: Class 18 contains 31324 members 
Mstep: Class 19 contains 209999 members 
Mstep: Class 20 contains 2461 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170281 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352544.000000 Penalty: 79324.117188
Iteration 91Q: 24 clusters Score -1.443525e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 134288 members 
Mstep: Class 2 contains 57799 members 
Mstep: Class 3 contains 7433 members 
Mstep: Class 4 contains 1984 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 170386 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 27151 members 
Mstep: Class 12 contains 25766 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44250 members 
Mstep: Class 16 contains 2782 members 
Mstep: Class 17 contains 192123 members 
Mstep: Class 18 contains 31337 members 
Mstep: Class 19 contains 210046 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170321 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352864.000000 Penalty: 79324.117188
Iteration 92Q: 24 clusters Score -1.443529e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 133866 members 
Mstep: Class 2 contains 58031 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 1995 members 
Mstep: Class 5 contains 4898 members 
Mstep: Class 6 contains 170340 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 27208 members 
Mstep: Class 12 contains 25799 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44250 members 
Mstep: Class 16 contains 2787 members 
Mstep: Class 17 contains 192144 members 
Mstep: Class 18 contains 31357 members 
Mstep: Class 19 contains 210102 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170342 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352944.000000 Penalty: 79324.117188
Iteration 93Q: 24 clusters Score -1.443529e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 133448 members 
Mstep: Class 2 contains 58261 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 6 contains 170330 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 27266 members 
Mstep: Class 12 contains 25831 members 
Mstep: Class 13 contains 2757 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 44252 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 192148 members 
Mstep: Class 18 contains 31382 members 
Mstep: Class 19 contains 210145 members 
Mstep: Class 20 contains 2477 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170347 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 24 clusters Score -1.443532e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 133030 members 
Mstep: Class 2 contains 58482 members 
Mstep: Class 3 contains 7436 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 6 contains 170329 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 27323 members 
Mstep: Class 12 contains 25866 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 44247 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 192194 members 
Mstep: Class 18 contains 31394 members 
Mstep: Class 19 contains 210176 members 
Mstep: Class 20 contains 2481 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170352 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 95Q: 24 clusters Score -1.443533e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 132659 members 
Mstep: Class 2 contains 58696 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 4890 members 
Mstep: Class 6 contains 170307 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 27387 members 
Mstep: Class 12 contains 25904 members 
Mstep: Class 13 contains 2770 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44254 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 192223 members 
Mstep: Class 18 contains 31412 members 
Mstep: Class 19 contains 210202 members 
Mstep: Class 20 contains 2484 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170340 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 96Q: 24 clusters Score -1.443532e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 132277 members 
Mstep: Class 2 contains 58915 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 170316 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 27443 members 
Mstep: Class 12 contains 25923 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44261 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 192243 members 
Mstep: Class 18 contains 31418 members 
Mstep: Class 19 contains 210234 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170346 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -1.443531e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 131899 members 
Mstep: Class 2 contains 59097 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 4881 members 
Mstep: Class 6 contains 170334 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 27510 members 
Mstep: Class 12 contains 25942 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44270 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 192278 members 
Mstep: Class 18 contains 31422 members 
Mstep: Class 19 contains 210243 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170367 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 98Q: 24 clusters Score -1.443531e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 131513 members 
Mstep: Class 2 contains 59283 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 4877 members 
Mstep: Class 6 contains 170343 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2593 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 27567 members 
Mstep: Class 12 contains 25961 members 
Mstep: Class 13 contains 2789 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44270 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 192342 members 
Mstep: Class 18 contains 31430 members 
Mstep: Class 19 contains 210262 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170374 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -1.443531e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 131125 members 
Mstep: Class 2 contains 59454 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 4875 members 
Mstep: Class 6 contains 170358 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2597 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 27620 members 
Mstep: Class 12 contains 25983 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44265 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 192433 members 
Mstep: Class 18 contains 31443 members 
Mstep: Class 19 contains 210270 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170378 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 100F: 24 clusters Score -1.443532e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 130762 members 
Mstep: Class 2 contains 59618 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 4873 members 
Mstep: Class 6 contains 170368 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2599 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 27667 members 
Mstep: Class 12 contains 26004 members 
Mstep: Class 13 contains 2806 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44263 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 192538 members 
Mstep: Class 18 contains 31452 members 
Mstep: Class 19 contains 210261 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170374 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -1.443533e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 130393 members 
Mstep: Class 2 contains 59781 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 170371 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2600 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 27701 members 
Mstep: Class 12 contains 26033 members 
Mstep: Class 13 contains 2817 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44259 members 
Mstep: Class 16 contains 2807 members 
Mstep: Class 17 contains 192651 members 
Mstep: Class 18 contains 31454 members 
Mstep: Class 19 contains 210258 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170381 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -1.443532e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 129996 members 
Mstep: Class 2 contains 59926 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 2036 members 
Mstep: Class 5 contains 4872 members 
Mstep: Class 6 contains 170398 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2607 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 27741 members 
Mstep: Class 12 contains 26054 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44262 members 
Mstep: Class 16 contains 2812 members 
Mstep: Class 17 contains 192745 members 
Mstep: Class 18 contains 31465 members 
Mstep: Class 19 contains 210287 members 
Mstep: Class 20 contains 2494 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170381 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -1.443533e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 129627 members 
Mstep: Class 2 contains 60072 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 4870 members 
Mstep: Class 6 contains 170437 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 27774 members 
Mstep: Class 12 contains 26079 members 
Mstep: Class 13 contains 2840 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44257 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 192836 members 
Mstep: Class 18 contains 31470 members 
Mstep: Class 19 contains 210282 members 
Mstep: Class 20 contains 2496 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170396 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 104Q: 24 clusters Score -1.443532e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 129265 members 
Mstep: Class 2 contains 60198 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2051 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 170483 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2609 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 27809 members 
Mstep: Class 12 contains 26097 members 
Mstep: Class 13 contains 2854 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 44259 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 192903 members 
Mstep: Class 18 contains 31485 members 
Mstep: Class 19 contains 210304 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170393 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 105Q: 24 clusters Score -1.443531e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 128943 members 
Mstep: Class 2 contains 60316 members 
Mstep: Class 3 contains 7423 members 
Mstep: Class 4 contains 2058 members 
Mstep: Class 5 contains 4868 members 
Mstep: Class 6 contains 170514 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2608 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 27837 members 
Mstep: Class 12 contains 26119 members 
Mstep: Class 13 contains 2869 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 44261 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 192962 members 
Mstep: Class 18 contains 31496 members 
Mstep: Class 19 contains 210319 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170400 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 106Q: 24 clusters Score -1.443532e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 128607 members 
Mstep: Class 2 contains 60458 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 170558 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2608 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 27868 members 
Mstep: Class 12 contains 26143 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 44255 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 193026 members 
Mstep: Class 18 contains 31513 members 
Mstep: Class 19 contains 210332 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170390 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 107Q: 24 clusters Score -1.443532e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 128291 members 
Mstep: Class 2 contains 60577 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 4863 members 
Mstep: Class 6 contains 170602 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2608 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 27892 members 
Mstep: Class 12 contains 26172 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44254 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 193106 members 
Mstep: Class 18 contains 31532 members 
Mstep: Class 19 contains 210322 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170394 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 108Q: 24 clusters Score -1.44353e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 127968 members 
Mstep: Class 2 contains 60683 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 2072 members 
Mstep: Class 5 contains 4858 members 
Mstep: Class 6 contains 170691 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2614 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 27909 members 
Mstep: Class 12 contains 26189 members 
Mstep: Class 13 contains 2886 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 44256 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 193155 members 
Mstep: Class 18 contains 31539 members 
Mstep: Class 19 contains 210331 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170408 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352832.000000 Penalty: 79324.117188
Iteration 109Q: 24 clusters Score -1.443528e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 127685 members 
Mstep: Class 2 contains 60772 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 2075 members 
Mstep: Class 5 contains 4858 members 
Mstep: Class 6 contains 170745 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 27926 members 
Mstep: Class 12 contains 26205 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44261 members 
Mstep: Class 16 contains 2854 members 
Mstep: Class 17 contains 193195 members 
Mstep: Class 18 contains 31540 members 
Mstep: Class 19 contains 210356 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170442 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352880.000000 Penalty: 79324.117188
Iteration 110Q: 24 clusters Score -1.443529e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 127369 members 
Mstep: Class 2 contains 60858 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 4852 members 
Mstep: Class 6 contains 170804 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 2617 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 27939 members 
Mstep: Class 12 contains 26219 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44259 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 193287 members 
Mstep: Class 18 contains 31542 members 
Mstep: Class 19 contains 210375 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170468 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 24 clusters Score -1.44353e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 127052 members 
Mstep: Class 2 contains 60946 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 4851 members 
Mstep: Class 6 contains 170863 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 2616 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 27959 members 
Mstep: Class 12 contains 26231 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44261 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 193365 members 
Mstep: Class 18 contains 31541 members 
Mstep: Class 19 contains 210400 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 170487 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 24 clusters Score -1.443528e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 126705 members 
Mstep: Class 2 contains 61056 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 170928 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 2617 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 27982 members 
Mstep: Class 12 contains 26244 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44252 members 
Mstep: Class 16 contains 2868 members 
Mstep: Class 17 contains 193412 members 
Mstep: Class 18 contains 31549 members 
Mstep: Class 19 contains 210452 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170512 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 113Q: 24 clusters Score -1.443527e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 126392 members 
Mstep: Class 2 contains 61152 members 
Mstep: Class 3 contains 7402 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 4847 members 
Mstep: Class 6 contains 170999 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 2618 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 27998 members 
Mstep: Class 12 contains 26251 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 2871 members 
Mstep: Class 17 contains 193449 members 
Mstep: Class 18 contains 31552 members 
Mstep: Class 19 contains 210514 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170540 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 24 clusters Score -1.443527e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 126095 members 
Mstep: Class 2 contains 61252 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 171058 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 28015 members 
Mstep: Class 12 contains 26264 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44233 members 
Mstep: Class 16 contains 2873 members 
Mstep: Class 17 contains 193470 members 
Mstep: Class 18 contains 31563 members 
Mstep: Class 19 contains 210572 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170561 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 115Q: 24 clusters Score -1.44353e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 125805 members 
Mstep: Class 2 contains 61369 members 
Mstep: Class 3 contains 7400 members 
Mstep: Class 4 contains 2098 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 171114 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 28035 members 
Mstep: Class 12 contains 26275 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44230 members 
Mstep: Class 16 contains 2874 members 
Mstep: Class 17 contains 193463 members 
Mstep: Class 18 contains 31568 members 
Mstep: Class 19 contains 210628 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170585 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 24 clusters Score -1.443528e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 125501 members 
Mstep: Class 2 contains 61503 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 2101 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 171192 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 28055 members 
Mstep: Class 12 contains 26284 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44234 members 
Mstep: Class 16 contains 2875 members 
Mstep: Class 17 contains 193453 members 
Mstep: Class 18 contains 31571 members 
Mstep: Class 19 contains 210670 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170604 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 24 clusters Score -1.443528e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 125201 members 
Mstep: Class 2 contains 61618 members 
Mstep: Class 3 contains 7398 members 
Mstep: Class 4 contains 2106 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 171273 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 28068 members 
Mstep: Class 12 contains 26291 members 
Mstep: Class 13 contains 2908 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44230 members 
Mstep: Class 16 contains 2877 members 
Mstep: Class 17 contains 193450 members 
Mstep: Class 18 contains 31577 members 
Mstep: Class 19 contains 210717 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 170634 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
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Iteration 118Q: 24 clusters Score -1.443526e+08 nChanged 604
Entering ConstructFrom: 
Score: -144352608.000000 Penalty: 79324.117188
Entering ConstructFrom: 
Trying to split cluster 1 (124899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124899 members 
Entering Unmasked Estep 
Score: -16820450.000000 Penalty: 2910.344727
	Iteration 0F: 2 clusters Score -1.682045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -16736728.000000 Penalty: 5820.689453
	Iteration 0F: 3 clusters Score -1.673673e+07 nChanged 59409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -16771162.000000 Penalty: 5820.689453
	Iteration 1F: 3 clusters Score -1.677116e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -16772218.000000 Penalty: 5820.689453
	Iteration 2Q: 3 clusters Score -1.677222e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -16773447.000000 Penalty: 5820.689453
	Iteration 3Q: 3 clusters Score -1.677345e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -16774719.000000 Penalty: 5820.689453
	Iteration 4Q: 3 clusters Score -1.677472e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -16776252.000000 Penalty: 5820.689453
	Iteration 5Q: 3 clusters Score -1.677625e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -16778662.000000 Penalty: 5820.689453
	Iteration 6Q: 3 clusters Score -1.677866e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -16782084.000000 Penalty: 5820.689453
	Iteration 7F: 3 clusters Score -1.678208e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -16786676.000000 Penalty: 5820.689453
	Iteration 8F: 3 clusters Score -1.678668e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -16792218.000000 Penalty: 5820.689453
	Iteration 9F: 3 clusters Score -1.679222e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -16797992.000000 Penalty: 5820.689453
	Iteration 10F: 3 clusters Score -1.679799e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 99436 members 
Entering Unmasked Estep 
Score: -16802968.000000 Penalty: 5820.689453
	Iteration 11F: 3 clusters Score -1.680297e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 103999 members 
Entering Unmasked Estep 
Score: -16806488.000000 Penalty: 5820.689453
	Iteration 12Q: 3 clusters Score -1.680649e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 107615 members 
Entering Unmasked Estep 
Score: -16809066.000000 Penalty: 5820.689453
	Iteration 13Q: 3 clusters Score -1.680907e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
Score: -16810876.000000 Penalty: 5820.689453
	Iteration 14Q: 3 clusters Score -1.681088e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 113066 members 
Entering Unmasked Estep 
Score: -16812404.000000 Penalty: 5820.689453
	Iteration 15Q: 3 clusters Score -1.68124e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 115173 members 
Entering Unmasked Estep 
Score: -16813694.000000 Penalty: 5820.689453
	Iteration 16Q: 3 clusters Score -1.681369e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 116962 members 
Entering Unmasked Estep 
Score: -16814654.000000 Penalty: 5820.689453
	Iteration 17Q: 3 clusters Score -1.681465e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 118449 members 
Entering Unmasked Estep 
Score: -16815368.000000 Penalty: 5820.689453
	Iteration 18Q: 3 clusters Score -1.681537e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 119646 members 
Entering Unmasked Estep 
Score: -16815976.000000 Penalty: 5820.689453
	Iteration 19Q: 3 clusters Score -1.681598e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 120590 members 
Entering Unmasked Estep 
Score: -16816508.000000 Penalty: 5820.689453
	Iteration 20F: 3 clusters Score -1.681651e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -16816906.000000 Penalty: 5820.689453
	Iteration 21Q: 3 clusters Score -1.681691e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 121955 members 
Entering Unmasked Estep 
Score: -16817206.000000 Penalty: 5820.689453
	Iteration 22Q: 3 clusters Score -1.681721e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 122400 members 
Entering Unmasked Estep 
Score: -16817376.000000 Penalty: 5820.689453
	Iteration 23Q: 3 clusters Score -1.681738e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
Score: -16817506.000000 Penalty: 5820.689453
	Iteration 24Q: 3 clusters Score -1.681751e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 122942 members 
Entering Unmasked Estep 
Score: -16817616.000000 Penalty: 5820.689453
	Iteration 25Q: 3 clusters Score -1.681762e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 123113 members 
Entering Unmasked Estep 
Score: -16817716.000000 Penalty: 5820.689453
	Iteration 26Q: 3 clusters Score -1.681772e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 123250 members 
Entering Unmasked Estep 
Score: -16817768.000000 Penalty: 5820.689453
	Iteration 27Q: 3 clusters Score -1.681777e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -16817830.000000 Penalty: 5820.689453
	Iteration 28Q: 3 clusters Score -1.681783e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 123431 members 
Entering Unmasked Estep 
Score: -16817838.000000 Penalty: 5820.689453
	Iteration 29Q: 3 clusters Score -1.681784e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 123481 members 
Entering Unmasked Estep 
Score: -16817850.000000 Penalty: 5820.689453
	Iteration 30Q: 3 clusters Score -1.681785e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 123526 members 
Entering Unmasked Estep 
Score: -16817864.000000 Penalty: 5820.689453
	Iteration 31Q: 3 clusters Score -1.681786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 123560 members 
Entering Unmasked Estep 
Score: -16817874.000000 Penalty: 5820.689453
	Iteration 32Q: 3 clusters Score -1.681787e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 123591 members 
Entering Unmasked Estep 
Score: -16817870.000000 Penalty: 5820.689453
	Iteration 33Q: 3 clusters Score -1.681787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 123612 members 
Entering Unmasked Estep 
Score: -16817888.000000 Penalty: 5820.689453
	Iteration 34Q: 3 clusters Score -1.681789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 123624 members 
Entering Unmasked Estep 
Score: -16817910.000000 Penalty: 5820.689453
	Iteration 35Q: 3 clusters Score -1.681791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 123639 members 
Entering Unmasked Estep 
Score: -16817918.000000 Penalty: 5820.689453
	Iteration 36Q: 3 clusters Score -1.681792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 123659 members 
Entering Unmasked Estep 
Score: -16817932.000000 Penalty: 5820.689453
	Iteration 37Q: 3 clusters Score -1.681793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 123677 members 
Entering Unmasked Estep 
Score: -16817950.000000 Penalty: 5820.689453
	Iteration 38Q: 3 clusters Score -1.681795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 123696 members 
Entering Unmasked Estep 
Score: -16817946.000000 Penalty: 5820.689453
	Iteration 39Q: 3 clusters Score -1.681795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 123710 members 
Entering Unmasked Estep 
Score: -16817940.000000 Penalty: 5820.689453
	Iteration 40F: 3 clusters Score -1.681794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 123718 members 
Entering Unmasked Estep 
Score: -16817936.000000 Penalty: 5820.689453
	Iteration 41Q: 3 clusters Score -1.681794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 123728 members 
Entering Unmasked Estep 
Score: -16817968.000000 Penalty: 5820.689453
	Iteration 42Q: 3 clusters Score -1.681797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 123738 members 
Entering Unmasked Estep 
Score: -16817970.000000 Penalty: 5820.689453
	Iteration 43Q: 3 clusters Score -1.681797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 123753 members 
Entering Unmasked Estep 
Score: -16817974.000000 Penalty: 5820.689453
	Iteration 44Q: 3 clusters Score -1.681797e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -16817966.000000 Penalty: 5820.689453
	Iteration 45Q: 3 clusters Score -1.681797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 123783 members 
Entering Unmasked Estep 
Score: -16817966.000000 Penalty: 5820.689453
	Iteration 46Q: 3 clusters Score -1.681797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 123795 members 
Entering Unmasked Estep 
Score: -16817960.000000 Penalty: 5820.689453
	Iteration 47Q: 3 clusters Score -1.681796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 123810 members 
Entering Unmasked Estep 
Score: -16817998.000000 Penalty: 5820.689453
	Iteration 48Q: 3 clusters Score -1.6818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 123823 members 
Entering Unmasked Estep 
Score: -16818006.000000 Penalty: 5820.689453
	Iteration 49Q: 3 clusters Score -1.681801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -16818012.000000 Penalty: 5820.689453
	Iteration 50Q: 3 clusters Score -1.681801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 123839 members 
Entering Unmasked Estep 
Score: -16818014.000000 Penalty: 5820.689453
	Iteration 51Q: 3 clusters Score -1.681801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -16818022.000000 Penalty: 5820.689453
	Iteration 52Q: 3 clusters Score -1.681802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 123845 members 
Entering Unmasked Estep 
Score: -16818014.000000 Penalty: 5820.689453
	Iteration 53Q: 3 clusters Score -1.681801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 123844 members 
Entering Unmasked Estep 
Score: -16818026.000000 Penalty: 5820.689453
	Iteration 54Q: 3 clusters Score -1.681803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 123844 members 
Entering Unmasked Estep 
Score: -16818026.000000 Penalty: 5820.689453
	Iteration 55F: 3 clusters Score -1.681803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (61718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Entering Unmasked Estep 
Score: -8370933.500000 Penalty: 2735.521973
	Iteration 0F: 2 clusters Score -8370934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -8329485.500000 Penalty: 5471.043945
	Iteration 0F: 3 clusters Score -8329486 nChanged 28847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -8346065.000000 Penalty: 5471.043945
	Iteration 1F: 3 clusters Score -8346065 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -8346858.500000 Penalty: 5471.043945
	Iteration 2Q: 3 clusters Score -8346858 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -8347974.500000 Penalty: 5471.043945
	Iteration 3Q: 3 clusters Score -8347974 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -8349553.500000 Penalty: 5471.043945
	Iteration 4F: 3 clusters Score -8349554 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -8352033.000000 Penalty: 5471.043945
	Iteration 5F: 3 clusters Score -8352033 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -8355630.500000 Penalty: 5471.043945
	Iteration 6F: 3 clusters Score -8355630 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -8359902.000000 Penalty: 5471.043945
	Iteration 7F: 3 clusters Score -8359902 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -8363868.000000 Penalty: 5471.043945
	Iteration 8F: 3 clusters Score -8363868 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8366302.500000 Penalty: 5471.043945
	Iteration 9Q: 3 clusters Score -8366302 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8367483.500000 Penalty: 5471.043945
	Iteration 10Q: 3 clusters Score -8367484 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8368016.000000 Penalty: 5471.043945
	Iteration 11Q: 3 clusters Score -8368016 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8368214.000000 Penalty: 5471.043945
	Iteration 12Q: 3 clusters Score -8368214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8368342.500000 Penalty: 5471.043945
	Iteration 13Q: 3 clusters Score -8368342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8368411.000000 Penalty: 5471.043945
	Iteration 14Q: 3 clusters Score -8368411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8368458.500000 Penalty: 5471.043945
	Iteration 15Q: 3 clusters Score -8368458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8368494.000000 Penalty: 5471.043945
	Iteration 16Q: 3 clusters Score -8368494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8368526.000000 Penalty: 5471.043945
	Iteration 17Q: 3 clusters Score -8368526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8368543.500000 Penalty: 5471.043945
	Iteration 18Q: 3 clusters Score -8368544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8368549.500000 Penalty: 5471.043945
	Iteration 19Q: 3 clusters Score -8368550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8368563.000000 Penalty: 5471.043945
	Iteration 20F: 3 clusters Score -8368563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8368574.500000 Penalty: 5471.043945
	Iteration 21Q: 3 clusters Score -8368574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8368574.000000 Penalty: 5471.043945
	Iteration 22Q: 3 clusters Score -8368574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8368573.000000 Penalty: 5471.043945
	Iteration 23Q: 3 clusters Score -8368573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8368573.000000 Penalty: 5471.043945
	Iteration 24F: 3 clusters Score -8368573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Entering Unmasked Estep 
Score: -960306.500000 Penalty: 2209.423340
	Iteration 0F: 2 clusters Score -960306.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -954378.125000 Penalty: 4418.846680
	Iteration 0F: 3 clusters Score -954378.1 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -956026.125000 Penalty: 4418.846680
	Iteration 1F: 3 clusters Score -956026.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -956311.937500 Penalty: 4418.846680
	Iteration 2F: 3 clusters Score -956311.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -956503.937500 Penalty: 4418.846680
	Iteration 3F: 3 clusters Score -956503.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -956673.937500 Penalty: 4418.846680
	Iteration 4Q: 3 clusters Score -956673.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -956809.437500 Penalty: 4418.846680
	Iteration 5Q: 3 clusters Score -956809.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -956934.687500 Penalty: 4418.846680
	Iteration 6Q: 3 clusters Score -956934.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -957064.312500 Penalty: 4418.846680
	Iteration 7Q: 3 clusters Score -957064.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -957202.875000 Penalty: 4418.846680
	Iteration 8Q: 3 clusters Score -957202.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -957339.312500 Penalty: 4418.846680
	Iteration 9Q: 3 clusters Score -957339.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -957474.750000 Penalty: 4418.846680
	Iteration 10Q: 3 clusters Score -957474.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -957595.937500 Penalty: 4418.846680
	Iteration 11Q: 3 clusters Score -957595.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -957746.750000 Penalty: 4418.846680
	Iteration 12Q: 3 clusters Score -957746.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -957897.062500 Penalty: 4418.846680
	Iteration 13Q: 3 clusters Score -957897.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -958035.812500 Penalty: 4418.846680
	Iteration 14Q: 3 clusters Score -958035.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -958162.000000 Penalty: 4418.846680
	Iteration 15Q: 3 clusters Score -958162 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -958276.187500 Penalty: 4418.846680
	Iteration 16Q: 3 clusters Score -958276.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -958362.000000 Penalty: 4418.846680
	Iteration 17Q: 3 clusters Score -958362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -958457.062500 Penalty: 4418.846680
	Iteration 18Q: 3 clusters Score -958457.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -958533.312500 Penalty: 4418.846680
	Iteration 19Q: 3 clusters Score -958533.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -958602.625000 Penalty: 4418.846680
	Iteration 20F: 3 clusters Score -958602.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -958664.500000 Penalty: 4418.846680
	Iteration 21Q: 3 clusters Score -958664.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -958705.625000 Penalty: 4418.846680
	Iteration 22Q: 3 clusters Score -958705.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -958737.437500 Penalty: 4418.846680
	Iteration 23Q: 3 clusters Score -958737.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -958769.500000 Penalty: 4418.846680
	Iteration 24Q: 3 clusters Score -958769.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -958796.687500 Penalty: 4418.846680
	Iteration 25Q: 3 clusters Score -958796.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -958822.250000 Penalty: 4418.846680
	Iteration 26Q: 3 clusters Score -958822.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -958838.187500 Penalty: 4418.846680
	Iteration 27Q: 3 clusters Score -958838.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -958846.562500 Penalty: 4418.846680
	Iteration 28Q: 3 clusters Score -958846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -958851.750000 Penalty: 4418.846680
	Iteration 29Q: 3 clusters Score -958851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -958855.000000 Penalty: 4418.846680
	Iteration 30Q: 3 clusters Score -958855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -958857.500000 Penalty: 4418.846680
	Iteration 31Q: 3 clusters Score -958857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -958857.812500 Penalty: 4418.846680
	Iteration 32Q: 3 clusters Score -958857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -958865.375000 Penalty: 4418.846680
	Iteration 33Q: 3 clusters Score -958865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -958871.250000 Penalty: 4418.846680
	Iteration 34Q: 3 clusters Score -958871.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -958878.062500 Penalty: 4418.846680
	Iteration 35Q: 3 clusters Score -958878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -958881.500000 Penalty: 4418.846680
	Iteration 36Q: 3 clusters Score -958881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -958882.875000 Penalty: 4418.846680
	Iteration 37Q: 3 clusters Score -958882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -958884.125000 Penalty: 4418.846680
	Iteration 38Q: 3 clusters Score -958884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -958884.125000 Penalty: 4418.846680
	Iteration 39F: 3 clusters Score -958884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -283364.093750 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -283364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -280650.906250 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -280650.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -281094.187500 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -281094.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -281238.031250 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -281238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -281324.531250 Penalty: 3797.308594
	Iteration 3Q: 3 clusters Score -281324.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -281374.562500 Penalty: 3797.308594
	Iteration 4Q: 3 clusters Score -281374.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -281405.687500 Penalty: 3797.308594
	Iteration 5Q: 3 clusters Score -281405.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -281437.906250 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -281437.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -281459.093750 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -281459.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -281469.375000 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -281469.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -281482.812500 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -281482.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -281496.843750 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -281496.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -281505.531250 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -281505.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -281509.875000 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -281509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -281517.125000 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -281517.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -281521.718750 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -281521.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -281526.500000 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -281526.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -281533.437500 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -281533.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -281541.125000 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -281541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -281545.031250 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -281545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -281547.531250 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -281547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -281548.468750 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -281548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -281548.906250 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -281548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -281548.906250 Penalty: 3797.308594
	Iteration 22F: 3 clusters Score -281548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Entering Unmasked Estep 
Score: -654715.875000 Penalty: 2103.633789
	Iteration 0F: 2 clusters Score -654715.9 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 2388 members 
Entering Unmasked Estep 
Score: -650366.875000 Penalty: 4207.267578
	Iteration 0F: 3 clusters Score -650366.9 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -651353.062500 Penalty: 4207.267578
	Iteration 1F: 3 clusters Score -651353.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -651522.625000 Penalty: 4207.267578
	Iteration 2F: 3 clusters Score -651522.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -651637.187500 Penalty: 4207.267578
	Iteration 3Q: 3 clusters Score -651637.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -651715.562500 Penalty: 4207.267578
	Iteration 4Q: 3 clusters Score -651715.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -651771.500000 Penalty: 4207.267578
	Iteration 5Q: 3 clusters Score -651771.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -651805.937500 Penalty: 4207.267578
	Iteration 6Q: 3 clusters Score -651805.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -651826.187500 Penalty: 4207.267578
	Iteration 7Q: 3 clusters Score -651826.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -651844.500000 Penalty: 4207.267578
	Iteration 8Q: 3 clusters Score -651844.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -651859.250000 Penalty: 4207.267578
	Iteration 9Q: 3 clusters Score -651859.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -651868.875000 Penalty: 4207.267578
	Iteration 10Q: 3 clusters Score -651868.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -651879.187500 Penalty: 4207.267578
	Iteration 11Q: 3 clusters Score -651879.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -651888.625000 Penalty: 4207.267578
	Iteration 12Q: 3 clusters Score -651888.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -651898.625000 Penalty: 4207.267578
	Iteration 13Q: 3 clusters Score -651898.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -651906.187500 Penalty: 4207.267578
	Iteration 14Q: 3 clusters Score -651906.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -651912.937500 Penalty: 4207.267578
	Iteration 15Q: 3 clusters Score -651912.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -651918.125000 Penalty: 4207.267578
	Iteration 16Q: 3 clusters Score -651918.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -651925.062500 Penalty: 4207.267578
	Iteration 17Q: 3 clusters Score -651925.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -651930.375000 Penalty: 4207.267578
	Iteration 18Q: 3 clusters Score -651930.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -651937.000000 Penalty: 4207.267578
	Iteration 19Q: 3 clusters Score -651937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -651939.687500 Penalty: 4207.267578
	Iteration 20F: 3 clusters Score -651939.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -651942.562500 Penalty: 4207.267578
	Iteration 21Q: 3 clusters Score -651942.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -651943.687500 Penalty: 4207.267578
	Iteration 22Q: 3 clusters Score -651943.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -651943.250000 Penalty: 4207.267578
	Iteration 23Q: 3 clusters Score -651943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -651943.375000 Penalty: 4207.267578
	Iteration 24Q: 3 clusters Score -651943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -651945.687500 Penalty: 4207.267578
	Iteration 25Q: 3 clusters Score -651945.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -651944.562500 Penalty: 4207.267578
	Iteration 26Q: 3 clusters Score -651944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -651944.562500 Penalty: 4207.267578
	Iteration 27F: 3 clusters Score -651944.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (171347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171347 members 
Entering Unmasked Estep 
Score: -22969748.000000 Penalty: 2988.758545
	Iteration 0F: 2 clusters Score -2.296975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85736 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -22856492.000000 Penalty: 5977.517090
	Iteration 0F: 3 clusters Score -2.285649e+07 nChanged 82410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -22904752.000000 Penalty: 5977.517090
	Iteration 1F: 3 clusters Score -2.290475e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -22905904.000000 Penalty: 5977.517090
	Iteration 2Q: 3 clusters Score -2.29059e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -22907138.000000 Penalty: 5977.517090
	Iteration 3Q: 3 clusters Score -2.290714e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -22908628.000000 Penalty: 5977.517090
	Iteration 4Q: 3 clusters Score -2.290863e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 86409 members 
Entering Unmasked Estep 
Score: -22910868.000000 Penalty: 5977.517090
	Iteration 5Q: 3 clusters Score -2.291087e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -22914218.000000 Penalty: 5977.517090
	Iteration 6Q: 3 clusters Score -2.291422e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -22918572.000000 Penalty: 5977.517090
	Iteration 7F: 3 clusters Score -2.291857e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -22924330.000000 Penalty: 5977.517090
	Iteration 8F: 3 clusters Score -2.292433e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77394 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -22931740.000000 Penalty: 5977.517090
	Iteration 9F: 3 clusters Score -2.293174e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -22939590.000000 Penalty: 5977.517090
	Iteration 10F: 3 clusters Score -2.293959e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -22945584.000000 Penalty: 5977.517090
	Iteration 11F: 3 clusters Score -2.294558e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -22948706.000000 Penalty: 5977.517090
	Iteration 12Q: 3 clusters Score -2.294871e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 102224 members 
Entering Unmasked Estep 
Score: -22949982.000000 Penalty: 5977.517090
	Iteration 13Q: 3 clusters Score -2.294998e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 103857 members 
Entering Unmasked Estep 
Score: -22950816.000000 Penalty: 5977.517090
	Iteration 14Q: 3 clusters Score -2.295082e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -22951364.000000 Penalty: 5977.517090
	Iteration 15Q: 3 clusters Score -2.295136e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -22951828.000000 Penalty: 5977.517090
	Iteration 16Q: 3 clusters Score -2.295183e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 108508 members 
Entering Unmasked Estep 
Score: -22952276.000000 Penalty: 5977.517090
	Iteration 17Q: 3 clusters Score -2.295228e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 110134 members 
Entering Unmasked Estep 
Score: -22952702.000000 Penalty: 5977.517090
	Iteration 18Q: 3 clusters Score -2.29527e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 111787 members 
Entering Unmasked Estep 
Score: -22953098.000000 Penalty: 5977.517090
	Iteration 19Q: 3 clusters Score -2.29531e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 113442 members 
Entering Unmasked Estep 
Score: -22953468.000000 Penalty: 5977.517090
	Iteration 20F: 3 clusters Score -2.295347e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 115172 members 
Entering Unmasked Estep 
Score: -22953894.000000 Penalty: 5977.517090
	Iteration 21Q: 3 clusters Score -2.295389e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 116945 members 
Entering Unmasked Estep 
Score: -22954218.000000 Penalty: 5977.517090
	Iteration 22Q: 3 clusters Score -2.295422e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 118665 members 
Entering Unmasked Estep 
Score: -22954598.000000 Penalty: 5977.517090
	Iteration 23Q: 3 clusters Score -2.29546e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 120406 members 
Entering Unmasked Estep 
Score: -22954984.000000 Penalty: 5977.517090
	Iteration 24Q: 3 clusters Score -2.295498e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 122171 members 
Entering Unmasked Estep 
Score: -22955424.000000 Penalty: 5977.517090
	Iteration 25Q: 3 clusters Score -2.295542e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 123905 members 
Entering Unmasked Estep 
Score: -22955890.000000 Penalty: 5977.517090
	Iteration 26Q: 3 clusters Score -2.295589e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 125682 members 
Entering Unmasked Estep 
Score: -22956240.000000 Penalty: 5977.517090
	Iteration 27Q: 3 clusters Score -2.295624e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 127607 members 
Entering Unmasked Estep 
Score: -22956710.000000 Penalty: 5977.517090
	Iteration 28Q: 3 clusters Score -2.295671e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 129554 members 
Entering Unmasked Estep 
Score: -22957164.000000 Penalty: 5977.517090
	Iteration 29Q: 3 clusters Score -2.295716e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 131580 members 
Entering Unmasked Estep 
Score: -22957798.000000 Penalty: 5977.517090
	Iteration 30Q: 3 clusters Score -2.29578e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 133654 members 
Entering Unmasked Estep 
Score: -22958270.000000 Penalty: 5977.517090
	Iteration 31Q: 3 clusters Score -2.295827e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 135665 members 
Entering Unmasked Estep 
Score: -22958900.000000 Penalty: 5977.517090
	Iteration 32Q: 3 clusters Score -2.29589e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 137616 members 
Entering Unmasked Estep 
Score: -22959348.000000 Penalty: 5977.517090
	Iteration 33Q: 3 clusters Score -2.295935e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 139576 members 
Entering Unmasked Estep 
Score: -22959836.000000 Penalty: 5977.517090
	Iteration 34Q: 3 clusters Score -2.295984e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 141492 members 
Entering Unmasked Estep 
Score: -22960346.000000 Penalty: 5977.517090
	Iteration 35Q: 3 clusters Score -2.296035e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 143363 members 
Entering Unmasked Estep 
Score: -22960862.000000 Penalty: 5977.517090
	Iteration 36Q: 3 clusters Score -2.296086e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 145136 members 
Entering Unmasked Estep 
Score: -22961312.000000 Penalty: 5977.517090
	Iteration 37Q: 3 clusters Score -2.296131e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 146880 members 
Entering Unmasked Estep 
Score: -22961832.000000 Penalty: 5977.517090
	Iteration 38Q: 3 clusters Score -2.296183e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 148582 members 
Entering Unmasked Estep 
Score: -22962322.000000 Penalty: 5977.517090
	Iteration 39Q: 3 clusters Score -2.296232e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 150248 members 
Entering Unmasked Estep 
Score: -22962856.000000 Penalty: 5977.517090
	Iteration 40F: 3 clusters Score -2.296286e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 151846 members 
Entering Unmasked Estep 
Score: -22963334.000000 Penalty: 5977.517090
	Iteration 41Q: 3 clusters Score -2.296333e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 153383 members 
Entering Unmasked Estep 
Score: -22963720.000000 Penalty: 5977.517090
	Iteration 42Q: 3 clusters Score -2.296372e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 154892 members 
Entering Unmasked Estep 
Score: -22964206.000000 Penalty: 5977.517090
	Iteration 43Q: 3 clusters Score -2.296421e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 156297 members 
Entering Unmasked Estep 
Score: -22964824.000000 Penalty: 5977.517090
	Iteration 44Q: 3 clusters Score -2.296482e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 157585 members 
Entering Unmasked Estep 
Score: -22965292.000000 Penalty: 5977.517090
	Iteration 45Q: 3 clusters Score -2.296529e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 158806 members 
Entering Unmasked Estep 
Score: -22965622.000000 Penalty: 5977.517090
	Iteration 46Q: 3 clusters Score -2.296562e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 159972 members 
Entering Unmasked Estep 
Score: -22965964.000000 Penalty: 5977.517090
	Iteration 47Q: 3 clusters Score -2.296596e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 160993 members 
Entering Unmasked Estep 
Score: -22966300.000000 Penalty: 5977.517090
	Iteration 48Q: 3 clusters Score -2.29663e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 161970 members 
Entering Unmasked Estep 
Score: -22966474.000000 Penalty: 5977.517090
	Iteration 49Q: 3 clusters Score -2.296647e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 162851 members 
Entering Unmasked Estep 
Score: -22966606.000000 Penalty: 5977.517090
	Iteration 50Q: 3 clusters Score -2.296661e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 163643 members 
Entering Unmasked Estep 
Score: -22966802.000000 Penalty: 5977.517090
	Iteration 51Q: 3 clusters Score -2.29668e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -22966992.000000 Penalty: 5977.517090
	Iteration 52Q: 3 clusters Score -2.296699e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 165035 members 
Entering Unmasked Estep 
Score: -22967152.000000 Penalty: 5977.517090
	Iteration 53Q: 3 clusters Score -2.296715e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 165629 members 
Entering Unmasked Estep 
Score: -22967344.000000 Penalty: 5977.517090
	Iteration 54Q: 3 clusters Score -2.296734e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 166146 members 
Entering Unmasked Estep 
Score: -22967476.000000 Penalty: 5977.517090
	Iteration 55Q: 3 clusters Score -2.296748e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 166626 members 
Entering Unmasked Estep 
Score: -22967516.000000 Penalty: 5977.517090
	Iteration 56Q: 3 clusters Score -2.296752e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 167014 members 
Entering Unmasked Estep 
Score: -22967568.000000 Penalty: 5977.517090
	Iteration 57Q: 3 clusters Score -2.296757e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 167367 members 
Entering Unmasked Estep 
Score: -22967590.000000 Penalty: 5977.517090
	Iteration 58Q: 3 clusters Score -2.296759e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 167669 members 
Entering Unmasked Estep 
Score: -22967684.000000 Penalty: 5977.517090
	Iteration 59Q: 3 clusters Score -2.296768e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -22967754.000000 Penalty: 5977.517090
	Iteration 60F: 3 clusters Score -2.296775e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 168114 members 
Entering Unmasked Estep 
Score: -22967766.000000 Penalty: 5977.517090
	Iteration 61Q: 3 clusters Score -2.296777e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 168294 members 
Entering Unmasked Estep 
Score: -22967832.000000 Penalty: 5977.517090
	Iteration 62Q: 3 clusters Score -2.296783e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 168455 members 
Entering Unmasked Estep 
Score: -22967822.000000 Penalty: 5977.517090
	Iteration 63Q: 3 clusters Score -2.296782e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 168583 members 
Entering Unmasked Estep 
Score: -22967870.000000 Penalty: 5977.517090
	Iteration 64Q: 3 clusters Score -2.296787e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 168676 members 
Entering Unmasked Estep 
Score: -22967892.000000 Penalty: 5977.517090
	Iteration 65Q: 3 clusters Score -2.296789e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 168769 members 
Entering Unmasked Estep 
Score: -22967902.000000 Penalty: 5977.517090
	Iteration 66Q: 3 clusters Score -2.29679e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 168857 members 
Entering Unmasked Estep 
Score: -22967908.000000 Penalty: 5977.517090
	Iteration 67Q: 3 clusters Score -2.296791e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 168922 members 
Entering Unmasked Estep 
Score: -22967886.000000 Penalty: 5977.517090
	Iteration 68Q: 3 clusters Score -2.296789e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 168981 members 
Entering Unmasked Estep 
Score: -22967914.000000 Penalty: 5977.517090
	Iteration 69Q: 3 clusters Score -2.296791e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 169037 members 
Entering Unmasked Estep 
Score: -22967908.000000 Penalty: 5977.517090
	Iteration 70Q: 3 clusters Score -2.296791e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 169086 members 
Entering Unmasked Estep 
Score: -22967874.000000 Penalty: 5977.517090
	Iteration 71Q: 3 clusters Score -2.296787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 169123 members 
Entering Unmasked Estep 
Score: -22967886.000000 Penalty: 5977.517090
	Iteration 72Q: 3 clusters Score -2.296789e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 169152 members 
Entering Unmasked Estep 
Score: -22967888.000000 Penalty: 5977.517090
	Iteration 73Q: 3 clusters Score -2.296789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 169176 members 
Entering Unmasked Estep 
Score: -22967888.000000 Penalty: 5977.517090
	Iteration 74Q: 3 clusters Score -2.296789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 169194 members 
Entering Unmasked Estep 
Score: -22967928.000000 Penalty: 5977.517090
	Iteration 75Q: 3 clusters Score -2.296793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 169212 members 
Entering Unmasked Estep 
Score: -22967930.000000 Penalty: 5977.517090
	Iteration 76Q: 3 clusters Score -2.296793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 169221 members 
Entering Unmasked Estep 
Score: -22967936.000000 Penalty: 5977.517090
	Iteration 77Q: 3 clusters Score -2.296794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 169233 members 
Entering Unmasked Estep 
Score: -22967914.000000 Penalty: 5977.517090
	Iteration 78Q: 3 clusters Score -2.296791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 169242 members 
Entering Unmasked Estep 
Score: -22967930.000000 Penalty: 5977.517090
	Iteration 79Q: 3 clusters Score -2.296793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 169247 members 
Entering Unmasked Estep 
Score: -22967942.000000 Penalty: 5977.517090
	Iteration 80F: 3 clusters Score -2.296794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 169253 members 
Entering Unmasked Estep 
Score: -22967942.000000 Penalty: 5977.517090
	Iteration 81Q: 3 clusters Score -2.296794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 169258 members 
Entering Unmasked Estep 
Score: -22967956.000000 Penalty: 5977.517090
	Iteration 82Q: 3 clusters Score -2.296796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 169264 members 
Entering Unmasked Estep 
Score: -22967942.000000 Penalty: 5977.517090
	Iteration 83Q: 3 clusters Score -2.296794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 169270 members 
Entering Unmasked Estep 
Score: -22967936.000000 Penalty: 5977.517090
	Iteration 84Q: 3 clusters Score -2.296794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 169279 members 
Entering Unmasked Estep 
Score: -22967928.000000 Penalty: 5977.517090
	Iteration 85Q: 3 clusters Score -2.296793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 169286 members 
Entering Unmasked Estep 
Score: -22967928.000000 Penalty: 5977.517090
	Iteration 86Q: 3 clusters Score -2.296793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 169293 members 
Entering Unmasked Estep 
Score: -22967916.000000 Penalty: 5977.517090
	Iteration 87Q: 3 clusters Score -2.296792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 169294 members 
Entering Unmasked Estep 
Score: -22967942.000000 Penalty: 5977.517090
	Iteration 88Q: 3 clusters Score -2.296794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 169296 members 
Entering Unmasked Estep 
Score: -22967922.000000 Penalty: 5977.517090
	Iteration 89Q: 3 clusters Score -2.296792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 169298 members 
Entering Unmasked Estep 
Score: -22967934.000000 Penalty: 5977.517090
	Iteration 90Q: 3 clusters Score -2.296793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 169299 members 
Entering Unmasked Estep 
Score: -22967934.000000 Penalty: 5977.517090
	Iteration 91Q: 3 clusters Score -2.296793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 169300 members 
Entering Unmasked Estep 
Score: -22967932.000000 Penalty: 5977.517090
	Iteration 92Q: 3 clusters Score -2.296793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 169300 members 
Entering Unmasked Estep 
Score: -22967930.000000 Penalty: 5977.517090
	Iteration 93Q: 3 clusters Score -2.296793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 169300 members 
Entering Unmasked Estep 
Score: -22967930.000000 Penalty: 5977.517090
	Iteration 94F: 3 clusters Score -2.296793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -58953.753906 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -58953.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57477.796875 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -57477.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57637.875000 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -57637.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57681.078125 Penalty: 3059.088379
	Iteration 2Q: 3 clusters Score -57681.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57738.476562 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -57738.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57772.597656 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -57772.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57809.632812 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -57809.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57871.230469 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -57871.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58008.703125 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -58008.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58187.816406 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -58187.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58235.761719 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -58235.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58278.035156 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -58278.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58328.187500 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -58328.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58373.609375 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -58373.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58393.457031 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -58393.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -58395.937500 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -58395.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58405.503906 Penalty: 3059.088379
	Iteration 15Q: 3 clusters Score -58405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58406.816406 Penalty: 3059.088379
	Iteration 16Q: 3 clusters Score -58406.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58406.816406 Penalty: 3059.088379
	Iteration 17F: 3 clusters Score -58406.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -50304.652344 Penalty: 1504.969604
	Iteration 0F: 2 clusters Score -50304.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48991.515625 Penalty: 3009.939209
	Iteration 0F: 3 clusters Score -48991.52 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49211.925781 Penalty: 3009.939209
	Iteration 1F: 3 clusters Score -49211.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49352.589844 Penalty: 3009.939209
	Iteration 2F: 3 clusters Score -49352.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49457.417969 Penalty: 3009.939209
	Iteration 3F: 3 clusters Score -49457.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49510.703125 Penalty: 3009.939209
	Iteration 4Q: 3 clusters Score -49510.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49569.828125 Penalty: 3009.939209
	Iteration 5Q: 3 clusters Score -49569.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49622.414062 Penalty: 3009.939209
	Iteration 6Q: 3 clusters Score -49622.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -49678.218750 Penalty: 3009.939209
	Iteration 7Q: 3 clusters Score -49678.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -49714.125000 Penalty: 3009.939209
	Iteration 8Q: 3 clusters Score -49714.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49737.500000 Penalty: 3009.939209
	Iteration 9Q: 3 clusters Score -49737.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49753.746094 Penalty: 3009.939209
	Iteration 10Q: 3 clusters Score -49753.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49759.160156 Penalty: 3009.939209
	Iteration 11Q: 3 clusters Score -49759.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -49763.046875 Penalty: 3009.939209
	Iteration 12Q: 3 clusters Score -49763.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49764.218750 Penalty: 3009.939209
	Iteration 13Q: 3 clusters Score -49764.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49766.699219 Penalty: 3009.939209
	Iteration 14Q: 3 clusters Score -49766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49767.433594 Penalty: 3009.939209
	Iteration 15F: 3 clusters Score -49767.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -49770.664062 Penalty: 3009.939209
	Iteration 16Q: 3 clusters Score -49770.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49772.183594 Penalty: 3009.939209
	Iteration 17Q: 3 clusters Score -49772.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -49775.445312 Penalty: 3009.939209
	Iteration 18Q: 3 clusters Score -49775.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -49775.445312 Penalty: 3009.939209
	Iteration 19F: 3 clusters Score -49775.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -332638.562500 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -332638.6 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 1329 members 
Entering Unmasked Estep 
Score: -329629.750000 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -329629.8 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -330230.875000 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -330230.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -330411.531250 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -330411.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -330588.781250 Penalty: 3906.247559
	Iteration 3F: 3 clusters Score -330588.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -330728.625000 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -330728.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330877.812500 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -330877.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -331006.218750 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -331006.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -331119.156250 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -331119.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -331209.656250 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -331209.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -331274.062500 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -331274.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -331339.218750 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -331339.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -331405.843750 Penalty: 3906.247559
	Iteration 11Q: 3 clusters Score -331405.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -331468.156250 Penalty: 3906.247559
	Iteration 12Q: 3 clusters Score -331468.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -331539.718750 Penalty: 3906.247559
	Iteration 13Q: 3 clusters Score -331539.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -331587.125000 Penalty: 3906.247559
	Iteration 14Q: 3 clusters Score -331587.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -331621.062500 Penalty: 3906.247559
	Iteration 15Q: 3 clusters Score -331621.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -331654.718750 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -331654.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -331682.875000 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -331682.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -331712.000000 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -331712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -331729.656250 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -331729.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -331741.875000 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -331741.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -331752.343750 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -331752.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -331757.343750 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -331757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -331760.437500 Penalty: 3906.247559
	Iteration 23Q: 3 clusters Score -331760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -331760.937500 Penalty: 3906.247559
	Iteration 24Q: 3 clusters Score -331760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -331763.656250 Penalty: 3906.247559
	Iteration 25Q: 3 clusters Score -331763.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -331767.125000 Penalty: 3906.247559
	Iteration 26Q: 3 clusters Score -331767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -331769.125000 Penalty: 3906.247559
	Iteration 27Q: 3 clusters Score -331769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -331769.656250 Penalty: 3906.247559
	Iteration 28Q: 3 clusters Score -331769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -331770.656250 Penalty: 3906.247559
	Iteration 29Q: 3 clusters Score -331770.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -331770.656250 Penalty: 3906.247559
	Iteration 30F: 3 clusters Score -331770.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -323072.312500 Penalty: 1941.846924
	Iteration 0F: 2 clusters Score -323072.3 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 1265 members 
Entering Unmasked Estep 
Score: -320105.531250 Penalty: 3883.693848
	Iteration 0F: 3 clusters Score -320105.5 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -320680.406250 Penalty: 3883.693848
	Iteration 1F: 3 clusters Score -320680.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -320857.875000 Penalty: 3883.693848
	Iteration 2F: 3 clusters Score -320857.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -321000.093750 Penalty: 3883.693848
	Iteration 3F: 3 clusters Score -321000.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -321123.937500 Penalty: 3883.693848
	Iteration 4Q: 3 clusters Score -321123.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -321208.812500 Penalty: 3883.693848
	Iteration 5Q: 3 clusters Score -321208.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -321278.250000 Penalty: 3883.693848
	Iteration 6Q: 3 clusters Score -321278.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -321353.531250 Penalty: 3883.693848
	Iteration 7Q: 3 clusters Score -321353.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -321425.625000 Penalty: 3883.693848
	Iteration 8Q: 3 clusters Score -321425.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -321508.031250 Penalty: 3883.693848
	Iteration 9Q: 3 clusters Score -321508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -321592.468750 Penalty: 3883.693848
	Iteration 10Q: 3 clusters Score -321592.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -321680.156250 Penalty: 3883.693848
	Iteration 11Q: 3 clusters Score -321680.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -321739.125000 Penalty: 3883.693848
	Iteration 12Q: 3 clusters Score -321739.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -321790.218750 Penalty: 3883.693848
	Iteration 13Q: 3 clusters Score -321790.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -321828.718750 Penalty: 3883.693848
	Iteration 14Q: 3 clusters Score -321828.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -321858.218750 Penalty: 3883.693848
	Iteration 15Q: 3 clusters Score -321858.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -321890.343750 Penalty: 3883.693848
	Iteration 16Q: 3 clusters Score -321890.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -321925.843750 Penalty: 3883.693848
	Iteration 17Q: 3 clusters Score -321925.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -321960.687500 Penalty: 3883.693848
	Iteration 18Q: 3 clusters Score -321960.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -321990.187500 Penalty: 3883.693848
	Iteration 19Q: 3 clusters Score -321990.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -322036.812500 Penalty: 3883.693848
	Iteration 20F: 3 clusters Score -322036.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -322097.812500 Penalty: 3883.693848
	Iteration 21Q: 3 clusters Score -322097.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -322140.218750 Penalty: 3883.693848
	Iteration 22Q: 3 clusters Score -322140.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -322159.843750 Penalty: 3883.693848
	Iteration 23Q: 3 clusters Score -322159.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -322168.437500 Penalty: 3883.693848
	Iteration 24Q: 3 clusters Score -322168.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -322174.156250 Penalty: 3883.693848
	Iteration 25Q: 3 clusters Score -322174.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -322178.968750 Penalty: 3883.693848
	Iteration 26Q: 3 clusters Score -322179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -322183.218750 Penalty: 3883.693848
	Iteration 27Q: 3 clusters Score -322183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -322187.562500 Penalty: 3883.693848
	Iteration 28Q: 3 clusters Score -322187.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -322190.156250 Penalty: 3883.693848
	Iteration 29Q: 3 clusters Score -322190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -322191.281250 Penalty: 3883.693848
	Iteration 30Q: 3 clusters Score -322191.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -322193.312500 Penalty: 3883.693848
	Iteration 31Q: 3 clusters Score -322193.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -322193.312500 Penalty: 3883.693848
	Iteration 32F: 3 clusters Score -322193.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Entering Unmasked Estep 
Score: -3813866.000000 Penalty: 2540.297119
	Iteration 0F: 2 clusters Score -3813866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3794463.250000 Penalty: 5080.594238
	Iteration 0F: 3 clusters Score -3794463 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3801628.500000 Penalty: 5080.594238
	Iteration 1F: 3 clusters Score -3801628 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3802263.000000 Penalty: 5080.594238
	Iteration 2F: 3 clusters Score -3802263 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3802962.500000 Penalty: 5080.594238
	Iteration 3F: 3 clusters Score -3802962 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3803643.500000 Penalty: 5080.594238
	Iteration 4Q: 3 clusters Score -3803644 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3804304.000000 Penalty: 5080.594238
	Iteration 5Q: 3 clusters Score -3804304 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3804899.500000 Penalty: 5080.594238
	Iteration 6Q: 3 clusters Score -3804900 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3805461.500000 Penalty: 5080.594238
	Iteration 7Q: 3 clusters Score -3805462 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3806023.750000 Penalty: 5080.594238
	Iteration 8Q: 3 clusters Score -3806024 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3806573.500000 Penalty: 5080.594238
	Iteration 9Q: 3 clusters Score -3806574 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3807096.500000 Penalty: 5080.594238
	Iteration 10Q: 3 clusters Score -3807096 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3807557.250000 Penalty: 5080.594238
	Iteration 11Q: 3 clusters Score -3807557 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3807971.000000 Penalty: 5080.594238
	Iteration 12Q: 3 clusters Score -3807971 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3808351.500000 Penalty: 5080.594238
	Iteration 13Q: 3 clusters Score -3808352 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3808737.500000 Penalty: 5080.594238
	Iteration 14Q: 3 clusters Score -3808738 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3809088.750000 Penalty: 5080.594238
	Iteration 15Q: 3 clusters Score -3809089 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3809454.500000 Penalty: 5080.594238
	Iteration 16Q: 3 clusters Score -3809454 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3809809.250000 Penalty: 5080.594238
	Iteration 17Q: 3 clusters Score -3809809 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3810179.000000 Penalty: 5080.594238
	Iteration 18Q: 3 clusters Score -3810179 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3810545.750000 Penalty: 5080.594238
	Iteration 19Q: 3 clusters Score -3810546 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3810921.000000 Penalty: 5080.594238
	Iteration 20F: 3 clusters Score -3810921 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -3811324.250000 Penalty: 5080.594238
	Iteration 21Q: 3 clusters Score -3811324 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3811749.250000 Penalty: 5080.594238
	Iteration 22Q: 3 clusters Score -3811749 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3812158.000000 Penalty: 5080.594238
	Iteration 23Q: 3 clusters Score -3812158 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3812490.500000 Penalty: 5080.594238
	Iteration 24Q: 3 clusters Score -3812490 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3812813.250000 Penalty: 5080.594238
	Iteration 25Q: 3 clusters Score -3812813 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3813028.250000 Penalty: 5080.594238
	Iteration 26Q: 3 clusters Score -3813028 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3813206.000000 Penalty: 5080.594238
	Iteration 27Q: 3 clusters Score -3813206 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3813316.250000 Penalty: 5080.594238
	Iteration 28Q: 3 clusters Score -3813316 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3813391.000000 Penalty: 5080.594238
	Iteration 29Q: 3 clusters Score -3813391 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3813460.750000 Penalty: 5080.594238
	Iteration 30Q: 3 clusters Score -3813461 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3813509.000000 Penalty: 5080.594238
	Iteration 31Q: 3 clusters Score -3813509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3813547.000000 Penalty: 5080.594238
	Iteration 32Q: 3 clusters Score -3813547 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3813579.000000 Penalty: 5080.594238
	Iteration 33Q: 3 clusters Score -3813579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3813598.000000 Penalty: 5080.594238
	Iteration 34Q: 3 clusters Score -3813598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3813620.500000 Penalty: 5080.594238
	Iteration 35Q: 3 clusters Score -3813620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3813625.250000 Penalty: 5080.594238
	Iteration 36Q: 3 clusters Score -3813625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3813624.000000 Penalty: 5080.594238
	Iteration 37Q: 3 clusters Score -3813624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -3813628.750000 Penalty: 5080.594238
	Iteration 38Q: 3 clusters Score -3813629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3813629.000000 Penalty: 5080.594238
	Iteration 39Q: 3 clusters Score -3813629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3813631.250000 Penalty: 5080.594238
	Iteration 40F: 3 clusters Score -3813631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3813630.500000 Penalty: 5080.594238
	Iteration 41Q: 3 clusters Score -3813630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3813635.000000 Penalty: 5080.594238
	Iteration 42Q: 3 clusters Score -3813635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3813631.000000 Penalty: 5080.594238
	Iteration 43Q: 3 clusters Score -3813631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3813635.250000 Penalty: 5080.594238
	Iteration 44Q: 3 clusters Score -3813635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3813635.250000 Penalty: 5080.594238
	Iteration 45F: 3 clusters Score -3813635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Entering Unmasked Estep 
Score: -3500575.000000 Penalty: 2523.976318
	Iteration 0F: 2 clusters Score -3500575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3482453.250000 Penalty: 5047.952637
	Iteration 0F: 3 clusters Score -3482453 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3488809.250000 Penalty: 5047.952637
	Iteration 1F: 3 clusters Score -3488809 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3489410.250000 Penalty: 5047.952637
	Iteration 2F: 3 clusters Score -3489410 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3490042.750000 Penalty: 5047.952637
	Iteration 3F: 3 clusters Score -3490043 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3490883.500000 Penalty: 5047.952637
	Iteration 4F: 3 clusters Score -3490884 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3491725.250000 Penalty: 5047.952637
	Iteration 5F: 3 clusters Score -3491725 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3492479.750000 Penalty: 5047.952637
	Iteration 6F: 3 clusters Score -3492480 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3493130.000000 Penalty: 5047.952637
	Iteration 7F: 3 clusters Score -3493130 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3493662.500000 Penalty: 5047.952637
	Iteration 8Q: 3 clusters Score -3493662 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3494077.250000 Penalty: 5047.952637
	Iteration 9Q: 3 clusters Score -3494077 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3494387.000000 Penalty: 5047.952637
	Iteration 10Q: 3 clusters Score -3494387 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3494644.000000 Penalty: 5047.952637
	Iteration 11Q: 3 clusters Score -3494644 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3494836.750000 Penalty: 5047.952637
	Iteration 12Q: 3 clusters Score -3494837 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3495044.500000 Penalty: 5047.952637
	Iteration 13Q: 3 clusters Score -3495044 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3495153.000000 Penalty: 5047.952637
	Iteration 14Q: 3 clusters Score -3495153 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3495282.250000 Penalty: 5047.952637
	Iteration 15Q: 3 clusters Score -3495282 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3495387.750000 Penalty: 5047.952637
	Iteration 16Q: 3 clusters Score -3495388 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3495473.000000 Penalty: 5047.952637
	Iteration 17Q: 3 clusters Score -3495473 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3495532.750000 Penalty: 5047.952637
	Iteration 18Q: 3 clusters Score -3495533 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3495582.500000 Penalty: 5047.952637
	Iteration 19Q: 3 clusters Score -3495582 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3495636.000000 Penalty: 5047.952637
	Iteration 20F: 3 clusters Score -3495636 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3495697.250000 Penalty: 5047.952637
	Iteration 21Q: 3 clusters Score -3495697 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3495734.750000 Penalty: 5047.952637
	Iteration 22Q: 3 clusters Score -3495735 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3495785.500000 Penalty: 5047.952637
	Iteration 23Q: 3 clusters Score -3495786 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3495807.500000 Penalty: 5047.952637
	Iteration 24Q: 3 clusters Score -3495808 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3495849.750000 Penalty: 5047.952637
	Iteration 25Q: 3 clusters Score -3495850 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3495893.250000 Penalty: 5047.952637
	Iteration 26Q: 3 clusters Score -3495893 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3495930.750000 Penalty: 5047.952637
	Iteration 27Q: 3 clusters Score -3495931 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3495956.500000 Penalty: 5047.952637
	Iteration 28Q: 3 clusters Score -3495956 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3496012.500000 Penalty: 5047.952637
	Iteration 29Q: 3 clusters Score -3496012 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3496041.250000 Penalty: 5047.952637
	Iteration 30Q: 3 clusters Score -3496041 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3496104.750000 Penalty: 5047.952637
	Iteration 31Q: 3 clusters Score -3496105 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3496160.000000 Penalty: 5047.952637
	Iteration 32Q: 3 clusters Score -3496160 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3496215.750000 Penalty: 5047.952637
	Iteration 33Q: 3 clusters Score -3496216 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3496278.500000 Penalty: 5047.952637
	Iteration 34Q: 3 clusters Score -3496278 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3496363.000000 Penalty: 5047.952637
	Iteration 35Q: 3 clusters Score -3496363 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3496461.250000 Penalty: 5047.952637
	Iteration 36Q: 3 clusters Score -3496461 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3496566.500000 Penalty: 5047.952637
	Iteration 37Q: 3 clusters Score -3496566 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -3496663.750000 Penalty: 5047.952637
	Iteration 38Q: 3 clusters Score -3496664 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3496768.250000 Penalty: 5047.952637
	Iteration 39Q: 3 clusters Score -3496768 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3496891.500000 Penalty: 5047.952637
	Iteration 40F: 3 clusters Score -3496892 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3497029.750000 Penalty: 5047.952637
	Iteration 41Q: 3 clusters Score -3497030 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3497178.750000 Penalty: 5047.952637
	Iteration 42Q: 3 clusters Score -3497179 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3497308.250000 Penalty: 5047.952637
	Iteration 43Q: 3 clusters Score -3497308 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3497441.250000 Penalty: 5047.952637
	Iteration 44Q: 3 clusters Score -3497441 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3497536.250000 Penalty: 5047.952637
	Iteration 45Q: 3 clusters Score -3497536 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3497639.750000 Penalty: 5047.952637
	Iteration 46Q: 3 clusters Score -3497640 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3497719.500000 Penalty: 5047.952637
	Iteration 47Q: 3 clusters Score -3497720 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3497782.250000 Penalty: 5047.952637
	Iteration 48Q: 3 clusters Score -3497782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3497851.750000 Penalty: 5047.952637
	Iteration 49Q: 3 clusters Score -3497852 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3497904.750000 Penalty: 5047.952637
	Iteration 50Q: 3 clusters Score -3497905 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3497969.500000 Penalty: 5047.952637
	Iteration 51Q: 3 clusters Score -3497970 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3498022.500000 Penalty: 5047.952637
	Iteration 52Q: 3 clusters Score -3498022 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3498058.000000 Penalty: 5047.952637
	Iteration 53Q: 3 clusters Score -3498058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3498087.250000 Penalty: 5047.952637
	Iteration 54Q: 3 clusters Score -3498087 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3498125.000000 Penalty: 5047.952637
	Iteration 55Q: 3 clusters Score -3498125 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3498141.500000 Penalty: 5047.952637
	Iteration 56Q: 3 clusters Score -3498142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3498156.000000 Penalty: 5047.952637
	Iteration 57Q: 3 clusters Score -3498156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3498170.250000 Penalty: 5047.952637
	Iteration 58Q: 3 clusters Score -3498170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3498197.250000 Penalty: 5047.952637
	Iteration 59Q: 3 clusters Score -3498197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3498224.250000 Penalty: 5047.952637
	Iteration 60F: 3 clusters Score -3498224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3498237.500000 Penalty: 5047.952637
	Iteration 61Q: 3 clusters Score -3498238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3498250.500000 Penalty: 5047.952637
	Iteration 62Q: 3 clusters Score -3498250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3498271.250000 Penalty: 5047.952637
	Iteration 63Q: 3 clusters Score -3498271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3498288.000000 Penalty: 5047.952637
	Iteration 64Q: 3 clusters Score -3498288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3498301.000000 Penalty: 5047.952637
	Iteration 65Q: 3 clusters Score -3498301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3498308.500000 Penalty: 5047.952637
	Iteration 66Q: 3 clusters Score -3498308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3498318.750000 Penalty: 5047.952637
	Iteration 67Q: 3 clusters Score -3498319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3498336.000000 Penalty: 5047.952637
	Iteration 68Q: 3 clusters Score -3498336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3498338.500000 Penalty: 5047.952637
	Iteration 69Q: 3 clusters Score -3498338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3498341.000000 Penalty: 5047.952637
	Iteration 70Q: 3 clusters Score -3498341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3498350.000000 Penalty: 5047.952637
	Iteration 71Q: 3 clusters Score -3498350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3498348.000000 Penalty: 5047.952637
	Iteration 72Q: 3 clusters Score -3498348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3498348.250000 Penalty: 5047.952637
	Iteration 73Q: 3 clusters Score -3498348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3498353.500000 Penalty: 5047.952637
	Iteration 74Q: 3 clusters Score -3498354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3498356.500000 Penalty: 5047.952637
	Iteration 75Q: 3 clusters Score -3498356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3498355.250000 Penalty: 5047.952637
	Iteration 76Q: 3 clusters Score -3498355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3498359.750000 Penalty: 5047.952637
	Iteration 77Q: 3 clusters Score -3498360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3498360.500000 Penalty: 5047.952637
	Iteration 78Q: 3 clusters Score -3498360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3498361.750000 Penalty: 5047.952637
	Iteration 79Q: 3 clusters Score -3498362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3498360.500000 Penalty: 5047.952637
	Iteration 80F: 3 clusters Score -3498360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3498360.750000 Penalty: 5047.952637
	Iteration 81Q: 3 clusters Score -3498361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3498360.750000 Penalty: 5047.952637
	Iteration 82F: 3 clusters Score -3498361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -407296.781250 Penalty: 1978.110474
	Iteration 0F: 2 clusters Score -407296.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -404085.000000 Penalty: 3956.220947
	Iteration 0F: 3 clusters Score -404085 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -404680.187500 Penalty: 3956.220947
	Iteration 1F: 3 clusters Score -404680.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -404812.125000 Penalty: 3956.220947
	Iteration 2F: 3 clusters Score -404812.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -404879.406250 Penalty: 3956.220947
	Iteration 3Q: 3 clusters Score -404879.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -404919.875000 Penalty: 3956.220947
	Iteration 4Q: 3 clusters Score -404919.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -404950.625000 Penalty: 3956.220947
	Iteration 5Q: 3 clusters Score -404950.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -404970.656250 Penalty: 3956.220947
	Iteration 6Q: 3 clusters Score -404970.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -404990.500000 Penalty: 3956.220947
	Iteration 7Q: 3 clusters Score -404990.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -405004.656250 Penalty: 3956.220947
	Iteration 8Q: 3 clusters Score -405004.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -405016.906250 Penalty: 3956.220947
	Iteration 9Q: 3 clusters Score -405016.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -405024.000000 Penalty: 3956.220947
	Iteration 10Q: 3 clusters Score -405024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -405029.937500 Penalty: 3956.220947
	Iteration 11Q: 3 clusters Score -405029.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -405033.437500 Penalty: 3956.220947
	Iteration 12Q: 3 clusters Score -405033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -405037.031250 Penalty: 3956.220947
	Iteration 13Q: 3 clusters Score -405037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -405039.906250 Penalty: 3956.220947
	Iteration 14Q: 3 clusters Score -405039.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -405041.968750 Penalty: 3956.220947
	Iteration 15Q: 3 clusters Score -405042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -405042.968750 Penalty: 3956.220947
	Iteration 16Q: 3 clusters Score -405043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -405043.812500 Penalty: 3956.220947
	Iteration 17Q: 3 clusters Score -405043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -405043.625000 Penalty: 3956.220947
	Iteration 18Q: 3 clusters Score -405043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -405045.375000 Penalty: 3956.220947
	Iteration 19Q: 3 clusters Score -405045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -405046.031250 Penalty: 3956.220947
	Iteration 20F: 3 clusters Score -405046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Entering Unmasked Estep 
Score: -196897.453125 Penalty: 1811.853271
	Iteration 0F: 2 clusters Score -196897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -194579.234375 Penalty: 3623.706543
	Iteration 0F: 3 clusters Score -194579.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -194982.062500 Penalty: 3623.706543
	Iteration 1F: 3 clusters Score -194982.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -195136.468750 Penalty: 3623.706543
	Iteration 2F: 3 clusters Score -195136.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -195229.687500 Penalty: 3623.706543
	Iteration 3Q: 3 clusters Score -195229.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -195287.109375 Penalty: 3623.706543
	Iteration 4Q: 3 clusters Score -195287.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -195324.375000 Penalty: 3623.706543
	Iteration 5Q: 3 clusters Score -195324.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -195356.750000 Penalty: 3623.706543
	Iteration 6Q: 3 clusters Score -195356.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -195377.937500 Penalty: 3623.706543
	Iteration 7Q: 3 clusters Score -195377.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -195387.625000 Penalty: 3623.706543
	Iteration 8Q: 3 clusters Score -195387.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -195398.718750 Penalty: 3623.706543
	Iteration 9Q: 3 clusters Score -195398.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -195412.328125 Penalty: 3623.706543
	Iteration 10Q: 3 clusters Score -195412.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -195426.734375 Penalty: 3623.706543
	Iteration 11Q: 3 clusters Score -195426.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -195437.953125 Penalty: 3623.706543
	Iteration 12Q: 3 clusters Score -195438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -195444.546875 Penalty: 3623.706543
	Iteration 13Q: 3 clusters Score -195444.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -195449.921875 Penalty: 3623.706543
	Iteration 14Q: 3 clusters Score -195449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -195456.187500 Penalty: 3623.706543
	Iteration 15Q: 3 clusters Score -195456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -195462.859375 Penalty: 3623.706543
	Iteration 16Q: 3 clusters Score -195462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -195465.734375 Penalty: 3623.706543
	Iteration 17Q: 3 clusters Score -195465.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -195466.578125 Penalty: 3623.706543
	Iteration 18Q: 3 clusters Score -195466.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -195469.281250 Penalty: 3623.706543
	Iteration 19Q: 3 clusters Score -195469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -195471.609375 Penalty: 3623.706543
	Iteration 20F: 3 clusters Score -195471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -195473.140625 Penalty: 3623.706543
	Iteration 21Q: 3 clusters Score -195473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -195474.812500 Penalty: 3623.706543
	Iteration 22Q: 3 clusters Score -195474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -195476.734375 Penalty: 3623.706543
	Iteration 23Q: 3 clusters Score -195476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -195478.593750 Penalty: 3623.706543
	Iteration 24Q: 3 clusters Score -195478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -195479.750000 Penalty: 3623.706543
	Iteration 25Q: 3 clusters Score -195479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -195481.421875 Penalty: 3623.706543
	Iteration 26Q: 3 clusters Score -195481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -195483.296875 Penalty: 3623.706543
	Iteration 27Q: 3 clusters Score -195483.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -195483.296875 Penalty: 3623.706543
	Iteration 28F: 3 clusters Score -195483.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Entering Unmasked Estep 
Score: -5765502.500000 Penalty: 2652.878662
	Iteration 0F: 2 clusters Score -5765502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5735693.000000 Penalty: 5305.757324
	Iteration 0F: 3 clusters Score -5735693 nChanged 20291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -5746731.500000 Penalty: 5305.757324
	Iteration 1F: 3 clusters Score -5746732 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -5747118.000000 Penalty: 5305.757324
	Iteration 2Q: 3 clusters Score -5747118 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -5747412.500000 Penalty: 5305.757324
	Iteration 3Q: 3 clusters Score -5747412 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -5747723.000000 Penalty: 5305.757324
	Iteration 4Q: 3 clusters Score -5747723 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5748010.000000 Penalty: 5305.757324
	Iteration 5Q: 3 clusters Score -5748010 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -5748397.000000 Penalty: 5305.757324
	Iteration 6Q: 3 clusters Score -5748397 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -5748817.000000 Penalty: 5305.757324
	Iteration 7Q: 3 clusters Score -5748817 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -5749343.000000 Penalty: 5305.757324
	Iteration 8Q: 3 clusters Score -5749343 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -5750152.000000 Penalty: 5305.757324
	Iteration 9Q: 3 clusters Score -5750152 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -5751307.000000 Penalty: 5305.757324
	Iteration 10F: 3 clusters Score -5751307 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -5752847.000000 Penalty: 5305.757324
	Iteration 11F: 3 clusters Score -5752847 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -5754562.500000 Penalty: 5305.757324
	Iteration 12F: 3 clusters Score -5754562 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -5756269.000000 Penalty: 5305.757324
	Iteration 13F: 3 clusters Score -5756269 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -5757579.000000 Penalty: 5305.757324
	Iteration 14Q: 3 clusters Score -5757579 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -5758617.000000 Penalty: 5305.757324
	Iteration 15Q: 3 clusters Score -5758617 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -5759527.500000 Penalty: 5305.757324
	Iteration 16Q: 3 clusters Score -5759528 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -5760501.500000 Penalty: 5305.757324
	Iteration 17Q: 3 clusters Score -5760502 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5761488.000000 Penalty: 5305.757324
	Iteration 18Q: 3 clusters Score -5761488 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -5762250.500000 Penalty: 5305.757324
	Iteration 19Q: 3 clusters Score -5762250 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -5762671.500000 Penalty: 5305.757324
	Iteration 20F: 3 clusters Score -5762672 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -5762927.500000 Penalty: 5305.757324
	Iteration 21Q: 3 clusters Score -5762928 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -5763021.000000 Penalty: 5305.757324
	Iteration 22Q: 3 clusters Score -5763021 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -5763073.000000 Penalty: 5305.757324
	Iteration 23Q: 3 clusters Score -5763073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -5763112.500000 Penalty: 5305.757324
	Iteration 24Q: 3 clusters Score -5763112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -5763153.000000 Penalty: 5305.757324
	Iteration 25Q: 3 clusters Score -5763153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5763164.500000 Penalty: 5305.757324
	Iteration 26Q: 3 clusters Score -5763164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -5763174.500000 Penalty: 5305.757324
	Iteration 27Q: 3 clusters Score -5763174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -5763177.500000 Penalty: 5305.757324
	Iteration 28Q: 3 clusters Score -5763178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -5763187.000000 Penalty: 5305.757324
	Iteration 29Q: 3 clusters Score -5763187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5763188.000000 Penalty: 5305.757324
	Iteration 30Q: 3 clusters Score -5763188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -5763200.000000 Penalty: 5305.757324
	Iteration 31Q: 3 clusters Score -5763200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -5763208.500000 Penalty: 5305.757324
	Iteration 32Q: 3 clusters Score -5763208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -5763207.000000 Penalty: 5305.757324
	Iteration 33Q: 3 clusters Score -5763207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -5763216.500000 Penalty: 5305.757324
	Iteration 34Q: 3 clusters Score -5763216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -5763219.500000 Penalty: 5305.757324
	Iteration 35Q: 3 clusters Score -5763220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -5763222.500000 Penalty: 5305.757324
	Iteration 36Q: 3 clusters Score -5763222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -5763224.500000 Penalty: 5305.757324
	Iteration 37Q: 3 clusters Score -5763224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5763229.500000 Penalty: 5305.757324
	Iteration 38Q: 3 clusters Score -5763230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5763228.500000 Penalty: 5305.757324
	Iteration 39Q: 3 clusters Score -5763228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -5763227.500000 Penalty: 5305.757324
	Iteration 40F: 3 clusters Score -5763228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5763229.000000 Penalty: 5305.757324
	Iteration 41Q: 3 clusters Score -5763229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5763231.000000 Penalty: 5305.757324
	Iteration 42Q: 3 clusters Score -5763231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5763234.000000 Penalty: 5305.757324
	Iteration 43Q: 3 clusters Score -5763234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5763234.000000 Penalty: 5305.757324
	Iteration 44F: 3 clusters Score -5763234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -355745.750000 Penalty: 1975.283081
	Iteration 0F: 2 clusters Score -355745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -352574.718750 Penalty: 3950.566162
	Iteration 0F: 3 clusters Score -352574.7 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -353239.406250 Penalty: 3950.566162
	Iteration 1F: 3 clusters Score -353239.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -353488.968750 Penalty: 3950.566162
	Iteration 2F: 3 clusters Score -353489 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -353678.562500 Penalty: 3950.566162
	Iteration 3F: 3 clusters Score -353678.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -353883.125000 Penalty: 3950.566162
	Iteration 4F: 3 clusters Score -353883.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -354002.406250 Penalty: 3950.566162
	Iteration 5Q: 3 clusters Score -354002.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -354065.718750 Penalty: 3950.566162
	Iteration 6Q: 3 clusters Score -354065.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -354119.500000 Penalty: 3950.566162
	Iteration 7Q: 3 clusters Score -354119.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -354148.125000 Penalty: 3950.566162
	Iteration 8Q: 3 clusters Score -354148.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -354167.531250 Penalty: 3950.566162
	Iteration 9Q: 3 clusters Score -354167.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -354178.562500 Penalty: 3950.566162
	Iteration 10Q: 3 clusters Score -354178.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -354190.250000 Penalty: 3950.566162
	Iteration 11Q: 3 clusters Score -354190.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -354200.375000 Penalty: 3950.566162
	Iteration 12Q: 3 clusters Score -354200.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -354206.812500 Penalty: 3950.566162
	Iteration 13Q: 3 clusters Score -354206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -354212.375000 Penalty: 3950.566162
	Iteration 14Q: 3 clusters Score -354212.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -354221.531250 Penalty: 3950.566162
	Iteration 15Q: 3 clusters Score -354221.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -354228.062500 Penalty: 3950.566162
	Iteration 16Q: 3 clusters Score -354228.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -354232.968750 Penalty: 3950.566162
	Iteration 17Q: 3 clusters Score -354233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -354239.031250 Penalty: 3950.566162
	Iteration 18Q: 3 clusters Score -354239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -354245.156250 Penalty: 3950.566162
	Iteration 19Q: 3 clusters Score -354245.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -354251.656250 Penalty: 3950.566162
	Iteration 20F: 3 clusters Score -354251.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -354257.468750 Penalty: 3950.566162
	Iteration 21Q: 3 clusters Score -354257.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -354268.687500 Penalty: 3950.566162
	Iteration 22Q: 3 clusters Score -354268.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -354286.937500 Penalty: 3950.566162
	Iteration 23Q: 3 clusters Score -354286.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -354302.500000 Penalty: 3950.566162
	Iteration 24Q: 3 clusters Score -354302.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -354312.750000 Penalty: 3950.566162
	Iteration 25Q: 3 clusters Score -354312.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -354317.468750 Penalty: 3950.566162
	Iteration 26Q: 3 clusters Score -354317.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -354319.875000 Penalty: 3950.566162
	Iteration 27Q: 3 clusters Score -354319.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -354323.843750 Penalty: 3950.566162
	Iteration 28Q: 3 clusters Score -354323.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -354330.156250 Penalty: 3950.566162
	Iteration 29Q: 3 clusters Score -354330.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -354338.156250 Penalty: 3950.566162
	Iteration 30Q: 3 clusters Score -354338.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -354346.031250 Penalty: 3950.566162
	Iteration 31Q: 3 clusters Score -354346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -354352.062500 Penalty: 3950.566162
	Iteration 32Q: 3 clusters Score -354352.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -354359.687500 Penalty: 3950.566162
	Iteration 33Q: 3 clusters Score -354359.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -354365.937500 Penalty: 3950.566162
	Iteration 34Q: 3 clusters Score -354365.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -354370.312500 Penalty: 3950.566162
	Iteration 35Q: 3 clusters Score -354370.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -354376.156250 Penalty: 3950.566162
	Iteration 36Q: 3 clusters Score -354376.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -354382.000000 Penalty: 3950.566162
	Iteration 37Q: 3 clusters Score -354382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -354389.343750 Penalty: 3950.566162
	Iteration 38Q: 3 clusters Score -354389.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -354398.218750 Penalty: 3950.566162
	Iteration 39Q: 3 clusters Score -354398.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -354403.906250 Penalty: 3950.566162
	Iteration 40F: 3 clusters Score -354403.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -354408.437500 Penalty: 3950.566162
	Iteration 41Q: 3 clusters Score -354408.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -354411.093750 Penalty: 3950.566162
	Iteration 42Q: 3 clusters Score -354411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -354413.437500 Penalty: 3950.566162
	Iteration 43Q: 3 clusters Score -354413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -354414.843750 Penalty: 3950.566162
	Iteration 44Q: 3 clusters Score -354414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -354416.468750 Penalty: 3950.566162
	Iteration 45Q: 3 clusters Score -354416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -354417.593750 Penalty: 3950.566162
	Iteration 46Q: 3 clusters Score -354417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -354418.125000 Penalty: 3950.566162
	Iteration 47Q: 3 clusters Score -354418.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -354418.125000 Penalty: 3950.566162
	Iteration 48F: 3 clusters Score -354418.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (193438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193438 members 
Entering Unmasked Estep 
Score: -25881642.000000 Penalty: 3018.832764
	Iteration 0F: 2 clusters Score -2.588164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96991 members 
Mstep: Class 2 contains 96447 members 
Entering Unmasked Estep 
Score: -25758714.000000 Penalty: 6037.665527
	Iteration 0F: 3 clusters Score -2.575871e+07 nChanged 93091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -25813558.000000 Penalty: 6037.665527
	Iteration 1F: 3 clusters Score -2.581356e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101555 members 
Mstep: Class 2 contains 91883 members 
Entering Unmasked Estep 
Score: -25814938.000000 Penalty: 6037.665527
	Iteration 2Q: 3 clusters Score -2.581494e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -25817298.000000 Penalty: 6037.665527
	Iteration 3Q: 3 clusters Score -2.58173e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
Score: -25820992.000000 Penalty: 6037.665527
	Iteration 4Q: 3 clusters Score -2.582099e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112466 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -25826888.000000 Penalty: 6037.665527
	Iteration 5Q: 3 clusters Score -2.582689e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118353 members 
Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
Score: -25834832.000000 Penalty: 6037.665527
	Iteration 6F: 3 clusters Score -2.583483e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124607 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -25843778.000000 Penalty: 6037.665527
	Iteration 7F: 3 clusters Score -2.584378e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130374 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -25851282.000000 Penalty: 6037.665527
	Iteration 8F: 3 clusters Score -2.585128e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135443 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -25856254.000000 Penalty: 6037.665527
	Iteration 9F: 3 clusters Score -2.585625e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139971 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -25859442.000000 Penalty: 6037.665527
	Iteration 10Q: 3 clusters Score -2.585944e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -25861676.000000 Penalty: 6037.665527
	Iteration 11Q: 3 clusters Score -2.586168e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148578 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -25863300.000000 Penalty: 6037.665527
	Iteration 12Q: 3 clusters Score -2.58633e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152919 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -25865328.000000 Penalty: 6037.665527
	Iteration 13Q: 3 clusters Score -2.586533e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157394 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -25867002.000000 Penalty: 6037.665527
	Iteration 14Q: 3 clusters Score -2.5867e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162013 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -25868670.000000 Penalty: 6037.665527
	Iteration 15Q: 3 clusters Score -2.586867e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166574 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -25870594.000000 Penalty: 6037.665527
	Iteration 16Q: 3 clusters Score -2.587059e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170895 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -25872222.000000 Penalty: 6037.665527
	Iteration 17Q: 3 clusters Score -2.587222e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174790 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -25873622.000000 Penalty: 6037.665527
	Iteration 18Q: 3 clusters Score -2.587362e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178232 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -25874722.000000 Penalty: 6037.665527
	Iteration 19Q: 3 clusters Score -2.587472e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181134 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -25875662.000000 Penalty: 6037.665527
	Iteration 20F: 3 clusters Score -2.587566e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183477 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -25876446.000000 Penalty: 6037.665527
	Iteration 21Q: 3 clusters Score -2.587645e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185363 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -25876924.000000 Penalty: 6037.665527
	Iteration 22Q: 3 clusters Score -2.587692e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186846 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -25877344.000000 Penalty: 6037.665527
	Iteration 23Q: 3 clusters Score -2.587734e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188036 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -25877628.000000 Penalty: 6037.665527
	Iteration 24Q: 3 clusters Score -2.587763e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188927 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -25877872.000000 Penalty: 6037.665527
	Iteration 25Q: 3 clusters Score -2.587787e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189622 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -25878028.000000 Penalty: 6037.665527
	Iteration 26Q: 3 clusters Score -2.587803e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190180 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -25878206.000000 Penalty: 6037.665527
	Iteration 27Q: 3 clusters Score -2.587821e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190630 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -25878298.000000 Penalty: 6037.665527
	Iteration 28Q: 3 clusters Score -2.58783e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190969 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -25878388.000000 Penalty: 6037.665527
	Iteration 29Q: 3 clusters Score -2.587839e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191230 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -25878550.000000 Penalty: 6037.665527
	Iteration 30Q: 3 clusters Score -2.587855e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191435 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -25878674.000000 Penalty: 6037.665527
	Iteration 31Q: 3 clusters Score -2.587867e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191602 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -25878732.000000 Penalty: 6037.665527
	Iteration 32Q: 3 clusters Score -2.587873e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191720 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -25878780.000000 Penalty: 6037.665527
	Iteration 33Q: 3 clusters Score -2.587878e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191810 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -25878802.000000 Penalty: 6037.665527
	Iteration 34Q: 3 clusters Score -2.58788e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191887 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -25878804.000000 Penalty: 6037.665527
	Iteration 35Q: 3 clusters Score -2.58788e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191951 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -25878840.000000 Penalty: 6037.665527
	Iteration 36Q: 3 clusters Score -2.587884e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192011 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -25878866.000000 Penalty: 6037.665527
	Iteration 37Q: 3 clusters Score -2.587887e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192057 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -25878906.000000 Penalty: 6037.665527
	Iteration 38Q: 3 clusters Score -2.587891e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192110 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -25878962.000000 Penalty: 6037.665527
	Iteration 39Q: 3 clusters Score -2.587896e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192148 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -25878978.000000 Penalty: 6037.665527
	Iteration 40F: 3 clusters Score -2.587898e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192179 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -25878990.000000 Penalty: 6037.665527
	Iteration 41Q: 3 clusters Score -2.587899e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192201 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -25878986.000000 Penalty: 6037.665527
	Iteration 42Q: 3 clusters Score -2.587899e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192219 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -25879020.000000 Penalty: 6037.665527
	Iteration 43Q: 3 clusters Score -2.587902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192236 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -25878988.000000 Penalty: 6037.665527
	Iteration 44Q: 3 clusters Score -2.587899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192244 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -25879000.000000 Penalty: 6037.665527
	Iteration 45Q: 3 clusters Score -2.5879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192252 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -25878994.000000 Penalty: 6037.665527
	Iteration 46Q: 3 clusters Score -2.587899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192257 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -25878984.000000 Penalty: 6037.665527
	Iteration 47Q: 3 clusters Score -2.587898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192266 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -25879004.000000 Penalty: 6037.665527
	Iteration 48Q: 3 clusters Score -2.5879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192274 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -25879026.000000 Penalty: 6037.665527
	Iteration 49Q: 3 clusters Score -2.587903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192287 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -25879032.000000 Penalty: 6037.665527
	Iteration 50Q: 3 clusters Score -2.587903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192298 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -25879016.000000 Penalty: 6037.665527
	Iteration 51Q: 3 clusters Score -2.587902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192314 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -25879012.000000 Penalty: 6037.665527
	Iteration 52Q: 3 clusters Score -2.587901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192319 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -25879008.000000 Penalty: 6037.665527
	Iteration 53Q: 3 clusters Score -2.587901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192326 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -25879022.000000 Penalty: 6037.665527
	Iteration 54Q: 3 clusters Score -2.587902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192331 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -25879046.000000 Penalty: 6037.665527
	Iteration 55Q: 3 clusters Score -2.587905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192332 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -25879032.000000 Penalty: 6037.665527
	Iteration 56Q: 3 clusters Score -2.587903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192336 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -25879046.000000 Penalty: 6037.665527
	Iteration 57Q: 3 clusters Score -2.587905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192338 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -25879050.000000 Penalty: 6037.665527
	Iteration 58Q: 3 clusters Score -2.587905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192337 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -25879034.000000 Penalty: 6037.665527
	Iteration 59Q: 3 clusters Score -2.587903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192339 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -25879038.000000 Penalty: 6037.665527
	Iteration 60F: 3 clusters Score -2.587904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192339 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -25879042.000000 Penalty: 6037.665527
	Iteration 61Q: 3 clusters Score -2.587904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192341 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -25879048.000000 Penalty: 6037.665527
	Iteration 62Q: 3 clusters Score -2.587905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192343 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -25879044.000000 Penalty: 6037.665527
	Iteration 63Q: 3 clusters Score -2.587904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192343 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -25879058.000000 Penalty: 6037.665527
	Iteration 64Q: 3 clusters Score -2.587906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192344 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -25879062.000000 Penalty: 6037.665527
	Iteration 65Q: 3 clusters Score -2.587906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192345 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -25879054.000000 Penalty: 6037.665527
	Iteration 66Q: 3 clusters Score -2.587905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192345 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -25879052.000000 Penalty: 6037.665527
	Iteration 67Q: 3 clusters Score -2.587905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192346 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25879054.000000 Penalty: 6037.665527
	Iteration 68Q: 3 clusters Score -2.587905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192346 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25879054.000000 Penalty: 6037.665527
	Iteration 69F: 3 clusters Score -2.587905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Entering Unmasked Estep 
Score: -4290814.000000 Penalty: 2569.388428
	Iteration 0F: 2 clusters Score -4290814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4269290.500000 Penalty: 5138.776855
	Iteration 0F: 3 clusters Score -4269290 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -4277013.000000 Penalty: 5138.776855
	Iteration 1F: 3 clusters Score -4277013 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4277419.000000 Penalty: 5138.776855
	Iteration 2Q: 3 clusters Score -4277419 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4277680.500000 Penalty: 5138.776855
	Iteration 3Q: 3 clusters Score -4277680 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4277943.000000 Penalty: 5138.776855
	Iteration 4Q: 3 clusters Score -4277943 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -4278180.500000 Penalty: 5138.776855
	Iteration 5Q: 3 clusters Score -4278180 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4278398.500000 Penalty: 5138.776855
	Iteration 6Q: 3 clusters Score -4278398 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -4278697.000000 Penalty: 5138.776855
	Iteration 7Q: 3 clusters Score -4278697 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -4279072.000000 Penalty: 5138.776855
	Iteration 8Q: 3 clusters Score -4279072 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4279573.000000 Penalty: 5138.776855
	Iteration 9Q: 3 clusters Score -4279573 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -4280279.000000 Penalty: 5138.776855
	Iteration 10Q: 3 clusters Score -4280279 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -4281302.500000 Penalty: 5138.776855
	Iteration 11F: 3 clusters Score -4281302 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -4282611.000000 Penalty: 5138.776855
	Iteration 12F: 3 clusters Score -4282611 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4283997.000000 Penalty: 5138.776855
	Iteration 13F: 3 clusters Score -4283997 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -4285269.500000 Penalty: 5138.776855
	Iteration 14Q: 3 clusters Score -4285270 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -4286043.500000 Penalty: 5138.776855
	Iteration 15Q: 3 clusters Score -4286044 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4286532.500000 Penalty: 5138.776855
	Iteration 16Q: 3 clusters Score -4286532 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4286839.000000 Penalty: 5138.776855
	Iteration 17Q: 3 clusters Score -4286839 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4287078.500000 Penalty: 5138.776855
	Iteration 18Q: 3 clusters Score -4287078 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -4287302.500000 Penalty: 5138.776855
	Iteration 19Q: 3 clusters Score -4287302 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4287461.500000 Penalty: 5138.776855
	Iteration 20F: 3 clusters Score -4287462 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -4287597.500000 Penalty: 5138.776855
	Iteration 21Q: 3 clusters Score -4287598 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4287705.500000 Penalty: 5138.776855
	Iteration 22Q: 3 clusters Score -4287706 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4287787.500000 Penalty: 5138.776855
	Iteration 23Q: 3 clusters Score -4287788 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4287874.500000 Penalty: 5138.776855
	Iteration 24Q: 3 clusters Score -4287874 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4287957.000000 Penalty: 5138.776855
	Iteration 25Q: 3 clusters Score -4287957 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4288030.000000 Penalty: 5138.776855
	Iteration 26Q: 3 clusters Score -4288030 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4288091.000000 Penalty: 5138.776855
	Iteration 27Q: 3 clusters Score -4288091 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4288154.000000 Penalty: 5138.776855
	Iteration 28Q: 3 clusters Score -4288154 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -4288186.000000 Penalty: 5138.776855
	Iteration 29Q: 3 clusters Score -4288186 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4288208.500000 Penalty: 5138.776855
	Iteration 30Q: 3 clusters Score -4288208 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4288241.000000 Penalty: 5138.776855
	Iteration 31Q: 3 clusters Score -4288241 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4288270.000000 Penalty: 5138.776855
	Iteration 32Q: 3 clusters Score -4288270 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4288287.000000 Penalty: 5138.776855
	Iteration 33Q: 3 clusters Score -4288287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4288308.000000 Penalty: 5138.776855
	Iteration 34Q: 3 clusters Score -4288308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4288309.500000 Penalty: 5138.776855
	Iteration 35Q: 3 clusters Score -4288310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4288325.000000 Penalty: 5138.776855
	Iteration 36Q: 3 clusters Score -4288325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4288330.000000 Penalty: 5138.776855
	Iteration 37Q: 3 clusters Score -4288330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4288340.000000 Penalty: 5138.776855
	Iteration 38Q: 3 clusters Score -4288340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4288351.500000 Penalty: 5138.776855
	Iteration 39Q: 3 clusters Score -4288352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4288353.500000 Penalty: 5138.776855
	Iteration 40F: 3 clusters Score -4288354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4288357.000000 Penalty: 5138.776855
	Iteration 41Q: 3 clusters Score -4288357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4288367.000000 Penalty: 5138.776855
	Iteration 42Q: 3 clusters Score -4288367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4288390.000000 Penalty: 5138.776855
	Iteration 43Q: 3 clusters Score -4288390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4288399.000000 Penalty: 5138.776855
	Iteration 44Q: 3 clusters Score -4288399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4288399.500000 Penalty: 5138.776855
	Iteration 45Q: 3 clusters Score -4288400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4288416.000000 Penalty: 5138.776855
	Iteration 46Q: 3 clusters Score -4288416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4288425.500000 Penalty: 5138.776855
	Iteration 47Q: 3 clusters Score -4288426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4288431.000000 Penalty: 5138.776855
	Iteration 48Q: 3 clusters Score -4288431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4288434.000000 Penalty: 5138.776855
	Iteration 49Q: 3 clusters Score -4288434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4288436.000000 Penalty: 5138.776855
	Iteration 50Q: 3 clusters Score -4288436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4288446.500000 Penalty: 5138.776855
	Iteration 51Q: 3 clusters Score -4288446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4288456.500000 Penalty: 5138.776855
	Iteration 52Q: 3 clusters Score -4288456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4288472.500000 Penalty: 5138.776855
	Iteration 53Q: 3 clusters Score -4288472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4288476.500000 Penalty: 5138.776855
	Iteration 54Q: 3 clusters Score -4288476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4288468.500000 Penalty: 5138.776855
	Iteration 55Q: 3 clusters Score -4288468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4288468.000000 Penalty: 5138.776855
	Iteration 56Q: 3 clusters Score -4288468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4288465.000000 Penalty: 5138.776855
	Iteration 57Q: 3 clusters Score -4288465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4288475.000000 Penalty: 5138.776855
	Iteration 58Q: 3 clusters Score -4288475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4288475.000000 Penalty: 5138.776855
	Iteration 59Q: 3 clusters Score -4288475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4288479.500000 Penalty: 5138.776855
	Iteration 60F: 3 clusters Score -4288480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4288481.000000 Penalty: 5138.776855
	Iteration 61Q: 3 clusters Score -4288481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4288482.000000 Penalty: 5138.776855
	Iteration 62Q: 3 clusters Score -4288482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4288485.000000 Penalty: 5138.776855
	Iteration 63Q: 3 clusters Score -4288485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4288481.500000 Penalty: 5138.776855
	Iteration 64Q: 3 clusters Score -4288482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4288487.500000 Penalty: 5138.776855
	Iteration 65Q: 3 clusters Score -4288488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4288494.000000 Penalty: 5138.776855
	Iteration 66Q: 3 clusters Score -4288494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4288511.000000 Penalty: 5138.776855
	Iteration 67Q: 3 clusters Score -4288511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4288504.000000 Penalty: 5138.776855
	Iteration 68Q: 3 clusters Score -4288504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4288505.500000 Penalty: 5138.776855
	Iteration 69Q: 3 clusters Score -4288506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4288509.000000 Penalty: 5138.776855
	Iteration 70Q: 3 clusters Score -4288509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4288516.000000 Penalty: 5138.776855
	Iteration 71Q: 3 clusters Score -4288516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4288514.000000 Penalty: 5138.776855
	Iteration 72Q: 3 clusters Score -4288514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4288511.000000 Penalty: 5138.776855
	Iteration 73Q: 3 clusters Score -4288511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4288512.000000 Penalty: 5138.776855
	Iteration 74Q: 3 clusters Score -4288512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4288515.000000 Penalty: 5138.776855
	Iteration 75Q: 3 clusters Score -4288515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4288519.500000 Penalty: 5138.776855
	Iteration 76Q: 3 clusters Score -4288520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4288524.000000 Penalty: 5138.776855
	Iteration 77Q: 3 clusters Score -4288524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4288523.000000 Penalty: 5138.776855
	Iteration 78Q: 3 clusters Score -4288523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4288522.500000 Penalty: 5138.776855
	Iteration 79Q: 3 clusters Score -4288522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4288526.000000 Penalty: 5138.776855
	Iteration 80F: 3 clusters Score -4288526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (210788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210788 members 
Entering Unmasked Estep 
Score: -28211122.000000 Penalty: 3040.134766
	Iteration 0F: 2 clusters Score -2.821112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105156 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -28076902.000000 Penalty: 6080.269531
	Iteration 0F: 3 clusters Score -2.80769e+07 nChanged 101219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 107753 members 
Entering Unmasked Estep 
Score: -28136792.000000 Penalty: 6080.269531
	Iteration 1F: 3 clusters Score -2.813679e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
Score: -28138112.000000 Penalty: 6080.269531
	Iteration 2Q: 3 clusters Score -2.813811e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 109956 members 
Entering Unmasked Estep 
Score: -28139938.000000 Penalty: 6080.269531
	Iteration 3Q: 3 clusters Score -2.813994e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98930 members 
Mstep: Class 2 contains 111858 members 
Entering Unmasked Estep 
Score: -28142728.000000 Penalty: 6080.269531
	Iteration 4Q: 3 clusters Score -2.814273e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 114515 members 
Entering Unmasked Estep 
Score: -28146662.000000 Penalty: 6080.269531
	Iteration 5Q: 3 clusters Score -2.814666e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 117866 members 
Entering Unmasked Estep 
Score: -28152156.000000 Penalty: 6080.269531
	Iteration 6Q: 3 clusters Score -2.815216e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 121671 members 
Entering Unmasked Estep 
Score: -28159750.000000 Penalty: 6080.269531
	Iteration 7F: 3 clusters Score -2.815975e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 125311 members 
Entering Unmasked Estep 
Score: -28168504.000000 Penalty: 6080.269531
	Iteration 8F: 3 clusters Score -2.81685e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 128160 members 
Entering Unmasked Estep 
Score: -28176946.000000 Penalty: 6080.269531
	Iteration 9F: 3 clusters Score -2.817695e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 129984 members 
Entering Unmasked Estep 
Score: -28181856.000000 Penalty: 6080.269531
	Iteration 10F: 3 clusters Score -2.818186e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 131400 members 
Entering Unmasked Estep 
Score: -28183980.000000 Penalty: 6080.269531
	Iteration 11Q: 3 clusters Score -2.818398e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 132815 members 
Entering Unmasked Estep 
Score: -28184706.000000 Penalty: 6080.269531
	Iteration 12Q: 3 clusters Score -2.818471e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 134339 members 
Entering Unmasked Estep 
Score: -28185180.000000 Penalty: 6080.269531
	Iteration 13Q: 3 clusters Score -2.818518e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 135922 members 
Entering Unmasked Estep 
Score: -28185600.000000 Penalty: 6080.269531
	Iteration 14Q: 3 clusters Score -2.81856e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 137614 members 
Entering Unmasked Estep 
Score: -28186082.000000 Penalty: 6080.269531
	Iteration 15Q: 3 clusters Score -2.818608e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 139340 members 
Entering Unmasked Estep 
Score: -28186614.000000 Penalty: 6080.269531
	Iteration 16Q: 3 clusters Score -2.818661e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 141083 members 
Entering Unmasked Estep 
Score: -28187062.000000 Penalty: 6080.269531
	Iteration 17Q: 3 clusters Score -2.818706e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 142904 members 
Entering Unmasked Estep 
Score: -28187466.000000 Penalty: 6080.269531
	Iteration 18Q: 3 clusters Score -2.818747e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 144878 members 
Entering Unmasked Estep 
Score: -28187928.000000 Penalty: 6080.269531
	Iteration 19Q: 3 clusters Score -2.818793e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 146894 members 
Entering Unmasked Estep 
Score: -28188474.000000 Penalty: 6080.269531
	Iteration 20F: 3 clusters Score -2.818847e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 148967 members 
Entering Unmasked Estep 
Score: -28189018.000000 Penalty: 6080.269531
	Iteration 21Q: 3 clusters Score -2.818902e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 151104 members 
Entering Unmasked Estep 
Score: -28189414.000000 Penalty: 6080.269531
	Iteration 22Q: 3 clusters Score -2.818941e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 153359 members 
Entering Unmasked Estep 
Score: -28189878.000000 Penalty: 6080.269531
	Iteration 23Q: 3 clusters Score -2.818988e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 155748 members 
Entering Unmasked Estep 
Score: -28190670.000000 Penalty: 6080.269531
	Iteration 24Q: 3 clusters Score -2.819067e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 158278 members 
Entering Unmasked Estep 
Score: -28191182.000000 Penalty: 6080.269531
	Iteration 25Q: 3 clusters Score -2.819118e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 160818 members 
Entering Unmasked Estep 
Score: -28191786.000000 Penalty: 6080.269531
	Iteration 26Q: 3 clusters Score -2.819179e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 163373 members 
Entering Unmasked Estep 
Score: -28192522.000000 Penalty: 6080.269531
	Iteration 27Q: 3 clusters Score -2.819252e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 166112 members 
Entering Unmasked Estep 
Score: -28193296.000000 Penalty: 6080.269531
	Iteration 28Q: 3 clusters Score -2.81933e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 168967 members 
Entering Unmasked Estep 
Score: -28194050.000000 Penalty: 6080.269531
	Iteration 29Q: 3 clusters Score -2.819405e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 172050 members 
Entering Unmasked Estep 
Score: -28194768.000000 Penalty: 6080.269531
	Iteration 30Q: 3 clusters Score -2.819477e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 175207 members 
Entering Unmasked Estep 
Score: -28195768.000000 Penalty: 6080.269531
	Iteration 31Q: 3 clusters Score -2.819577e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 178444 members 
Entering Unmasked Estep 
Score: -28196734.000000 Penalty: 6080.269531
	Iteration 32Q: 3 clusters Score -2.819673e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 181796 members 
Entering Unmasked Estep 
Score: -28197926.000000 Penalty: 6080.269531
	Iteration 33Q: 3 clusters Score -2.819793e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 185165 members 
Entering Unmasked Estep 
Score: -28199176.000000 Penalty: 6080.269531
	Iteration 34Q: 3 clusters Score -2.819918e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 188523 members 
Entering Unmasked Estep 
Score: -28200432.000000 Penalty: 6080.269531
	Iteration 35Q: 3 clusters Score -2.820043e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 191739 members 
Entering Unmasked Estep 
Score: -28201596.000000 Penalty: 6080.269531
	Iteration 36Q: 3 clusters Score -2.82016e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 194836 members 
Entering Unmasked Estep 
Score: -28202842.000000 Penalty: 6080.269531
	Iteration 37Q: 3 clusters Score -2.820284e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 197656 members 
Entering Unmasked Estep 
Score: -28203982.000000 Penalty: 6080.269531
	Iteration 38Q: 3 clusters Score -2.820398e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 200164 members 
Entering Unmasked Estep 
Score: -28204840.000000 Penalty: 6080.269531
	Iteration 39Q: 3 clusters Score -2.820484e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 202312 members 
Entering Unmasked Estep 
Score: -28205712.000000 Penalty: 6080.269531
	Iteration 40F: 3 clusters Score -2.820571e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 204098 members 
Entering Unmasked Estep 
Score: -28206504.000000 Penalty: 6080.269531
	Iteration 41Q: 3 clusters Score -2.82065e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 205532 members 
Entering Unmasked Estep 
Score: -28206956.000000 Penalty: 6080.269531
	Iteration 42Q: 3 clusters Score -2.820696e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 206594 members 
Entering Unmasked Estep 
Score: -28207306.000000 Penalty: 6080.269531
	Iteration 43Q: 3 clusters Score -2.820731e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 207365 members 
Entering Unmasked Estep 
Score: -28207604.000000 Penalty: 6080.269531
	Iteration 44Q: 3 clusters Score -2.82076e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 207960 members 
Entering Unmasked Estep 
Score: -28207858.000000 Penalty: 6080.269531
	Iteration 45Q: 3 clusters Score -2.820786e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 208351 members 
Entering Unmasked Estep 
Score: -28208074.000000 Penalty: 6080.269531
	Iteration 46Q: 3 clusters Score -2.820807e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 208642 members 
Entering Unmasked Estep 
Score: -28208214.000000 Penalty: 6080.269531
	Iteration 47Q: 3 clusters Score -2.820821e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 208889 members 
Entering Unmasked Estep 
Score: -28208334.000000 Penalty: 6080.269531
	Iteration 48Q: 3 clusters Score -2.820833e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 209066 members 
Entering Unmasked Estep 
Score: -28208348.000000 Penalty: 6080.269531
	Iteration 49Q: 3 clusters Score -2.820835e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 209206 members 
Entering Unmasked Estep 
Score: -28208416.000000 Penalty: 6080.269531
	Iteration 50Q: 3 clusters Score -2.820842e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 209307 members 
Entering Unmasked Estep 
Score: -28208454.000000 Penalty: 6080.269531
	Iteration 51Q: 3 clusters Score -2.820845e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 209384 members 
Entering Unmasked Estep 
Score: -28208488.000000 Penalty: 6080.269531
	Iteration 52Q: 3 clusters Score -2.820849e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 209444 members 
Entering Unmasked Estep 
Score: -28208526.000000 Penalty: 6080.269531
	Iteration 53Q: 3 clusters Score -2.820853e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 209502 members 
Entering Unmasked Estep 
Score: -28208526.000000 Penalty: 6080.269531
	Iteration 54Q: 3 clusters Score -2.820853e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 209550 members 
Entering Unmasked Estep 
Score: -28208576.000000 Penalty: 6080.269531
	Iteration 55Q: 3 clusters Score -2.820858e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 209585 members 
Entering Unmasked Estep 
Score: -28208576.000000 Penalty: 6080.269531
	Iteration 56Q: 3 clusters Score -2.820858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 209605 members 
Entering Unmasked Estep 
Score: -28208588.000000 Penalty: 6080.269531
	Iteration 57Q: 3 clusters Score -2.820859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 209629 members 
Entering Unmasked Estep 
Score: -28208592.000000 Penalty: 6080.269531
	Iteration 58Q: 3 clusters Score -2.820859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 209646 members 
Entering Unmasked Estep 
Score: -28208596.000000 Penalty: 6080.269531
	Iteration 59Q: 3 clusters Score -2.82086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 209655 members 
Entering Unmasked Estep 
Score: -28208610.000000 Penalty: 6080.269531
	Iteration 60F: 3 clusters Score -2.820861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 209666 members 
Entering Unmasked Estep 
Score: -28208608.000000 Penalty: 6080.269531
	Iteration 61Q: 3 clusters Score -2.820861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 209675 members 
Entering Unmasked Estep 
Score: -28208614.000000 Penalty: 6080.269531
	Iteration 62Q: 3 clusters Score -2.820861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 209687 members 
Entering Unmasked Estep 
Score: -28208618.000000 Penalty: 6080.269531
	Iteration 63Q: 3 clusters Score -2.820862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 209699 members 
Entering Unmasked Estep 
Score: -28208612.000000 Penalty: 6080.269531
	Iteration 64Q: 3 clusters Score -2.820861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 209709 members 
Entering Unmasked Estep 
Score: -28208622.000000 Penalty: 6080.269531
	Iteration 65Q: 3 clusters Score -2.820862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 209719 members 
Entering Unmasked Estep 
Score: -28208632.000000 Penalty: 6080.269531
	Iteration 66Q: 3 clusters Score -2.820863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 209729 members 
Entering Unmasked Estep 
Score: -28208616.000000 Penalty: 6080.269531
	Iteration 67Q: 3 clusters Score -2.820862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 209734 members 
Entering Unmasked Estep 
Score: -28208630.000000 Penalty: 6080.269531
	Iteration 68Q: 3 clusters Score -2.820863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 209739 members 
Entering Unmasked Estep 
Score: -28208660.000000 Penalty: 6080.269531
	Iteration 69Q: 3 clusters Score -2.820866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 209741 members 
Entering Unmasked Estep 
Score: -28208662.000000 Penalty: 6080.269531
	Iteration 70Q: 3 clusters Score -2.820866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 209748 members 
Entering Unmasked Estep 
Score: -28208672.000000 Penalty: 6080.269531
	Iteration 71Q: 3 clusters Score -2.820867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 209756 members 
Entering Unmasked Estep 
Score: -28208686.000000 Penalty: 6080.269531
	Iteration 72Q: 3 clusters Score -2.820869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 209760 members 
Entering Unmasked Estep 
Score: -28208674.000000 Penalty: 6080.269531
	Iteration 73Q: 3 clusters Score -2.820867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 209761 members 
Entering Unmasked Estep 
Score: -28208686.000000 Penalty: 6080.269531
	Iteration 74Q: 3 clusters Score -2.820869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 209764 members 
Entering Unmasked Estep 
Score: -28208684.000000 Penalty: 6080.269531
	Iteration 75Q: 3 clusters Score -2.820868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 209767 members 
Entering Unmasked Estep 
Score: -28208702.000000 Penalty: 6080.269531
	Iteration 76Q: 3 clusters Score -2.82087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 209769 members 
Entering Unmasked Estep 
Score: -28208676.000000 Penalty: 6080.269531
	Iteration 77Q: 3 clusters Score -2.820868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 209771 members 
Entering Unmasked Estep 
Score: -28208686.000000 Penalty: 6080.269531
	Iteration 78Q: 3 clusters Score -2.820869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 209774 members 
Entering Unmasked Estep 
Score: -28208694.000000 Penalty: 6080.269531
	Iteration 79Q: 3 clusters Score -2.820869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 209779 members 
Entering Unmasked Estep 
Score: -28208700.000000 Penalty: 6080.269531
	Iteration 80F: 3 clusters Score -2.82087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 209780 members 
Entering Unmasked Estep 
Score: -28208698.000000 Penalty: 6080.269531
	Iteration 81Q: 3 clusters Score -2.82087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 209781 members 
Entering Unmasked Estep 
Score: -28208688.000000 Penalty: 6080.269531
	Iteration 82Q: 3 clusters Score -2.820869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 209782 members 
Entering Unmasked Estep 
Score: -28208692.000000 Penalty: 6080.269531
	Iteration 83Q: 3 clusters Score -2.820869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 209783 members 
Entering Unmasked Estep 
Score: -28208690.000000 Penalty: 6080.269531
	Iteration 84Q: 3 clusters Score -2.820869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 209786 members 
Entering Unmasked Estep 
Score: -28208690.000000 Penalty: 6080.269531
	Iteration 85Q: 3 clusters Score -2.820869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 209787 members 
Entering Unmasked Estep 
Score: -28208688.000000 Penalty: 6080.269531
	Iteration 86Q: 3 clusters Score -2.820869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 209788 members 
Entering Unmasked Estep 
Score: -28208686.000000 Penalty: 6080.269531
	Iteration 87Q: 3 clusters Score -2.820869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 209788 members 
Entering Unmasked Estep 
Score: -28208686.000000 Penalty: 6080.269531
	Iteration 88F: 3 clusters Score -2.820869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -320609.531250 Penalty: 1941.748291
	Iteration 0F: 2 clusters Score -320609.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -317667.312500 Penalty: 3883.496582
	Iteration 0F: 3 clusters Score -317667.3 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -318292.875000 Penalty: 3883.496582
	Iteration 1F: 3 clusters Score -318292.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -318461.281250 Penalty: 3883.496582
	Iteration 2F: 3 clusters Score -318461.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -318546.718750 Penalty: 3883.496582
	Iteration 3Q: 3 clusters Score -318546.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -318609.625000 Penalty: 3883.496582
	Iteration 4Q: 3 clusters Score -318609.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -318668.781250 Penalty: 3883.496582
	Iteration 5Q: 3 clusters Score -318668.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -318710.062500 Penalty: 3883.496582
	Iteration 6Q: 3 clusters Score -318710.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -318743.593750 Penalty: 3883.496582
	Iteration 7Q: 3 clusters Score -318743.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -318769.156250 Penalty: 3883.496582
	Iteration 8Q: 3 clusters Score -318769.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -318792.843750 Penalty: 3883.496582
	Iteration 9Q: 3 clusters Score -318792.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -318808.656250 Penalty: 3883.496582
	Iteration 10Q: 3 clusters Score -318808.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -318819.968750 Penalty: 3883.496582
	Iteration 11Q: 3 clusters Score -318820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -318835.656250 Penalty: 3883.496582
	Iteration 12Q: 3 clusters Score -318835.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -318848.375000 Penalty: 3883.496582
	Iteration 13Q: 3 clusters Score -318848.4 nChanged 17
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: -318857.906250 Penalty: 3883.496582
	Iteration 14Q: 3 clusters Score -318857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -318865.937500 Penalty: 3883.496582
	Iteration 15Q: 3 clusters Score -318865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -318869.750000 Penalty: 3883.496582
	Iteration 16Q: 3 clusters Score -318869.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -318875.187500 Penalty: 3883.496582
	Iteration 17Q: 3 clusters Score -318875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -318876.250000 Penalty: 3883.496582
	Iteration 18Q: 3 clusters Score -318876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -318878.781250 Penalty: 3883.496582
	Iteration 19Q: 3 clusters Score -318878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -318882.000000 Penalty: 3883.496582
	Iteration 20F: 3 clusters Score -318882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -318884.937500 Penalty: 3883.496582
	Iteration 21Q: 3 clusters Score -318884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -318886.062500 Penalty: 3883.496582
	Iteration 22Q: 3 clusters Score -318886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -318886.812500 Penalty: 3883.496582
	Iteration 23Q: 3 clusters Score -318886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -318887.156250 Penalty: 3883.496582
	Iteration 24Q: 3 clusters Score -318887.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -318887.156250 Penalty: 3883.496582
	Iteration 25F: 3 clusters Score -318887.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -231748.406250 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -231748.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -229268.593750 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -229268.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -229901.531250 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -229901.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -230165.656250 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -230165.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -230414.187500 Penalty: 3743.560791
	Iteration 3F: 3 clusters Score -230414.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -230693.031250 Penalty: 3743.560791
	Iteration 4F: 3 clusters Score -230693 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -231016.671875 Penalty: 3743.560791
	Iteration 5F: 3 clusters Score -231016.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -231421.484375 Penalty: 3743.560791
	Iteration 6F: 3 clusters Score -231421.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -231952.375000 Penalty: 3743.560791
	Iteration 7F: 3 clusters Score -231952.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -232596.546875 Penalty: 3743.560791
	Iteration 8F: 3 clusters Score -232596.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -233229.015625 Penalty: 3743.560791
	Iteration 9F: 3 clusters Score -233229 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -234130.546875 Penalty: 3743.560791
	Iteration 10F: 3 clusters Score -234130.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -234528.187500 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -234528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -234530.125000 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -234530.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -234530.125000 Penalty: 3743.560791
	Iteration 13F: 3 clusters Score -234530.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 124899 members 
Mstep: Class 2 contains 61718 members 
Mstep: Class 3 contains 7398 members 
Mstep: Class 4 contains 2113 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 171347 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 28089 members 
Mstep: Class 12 contains 26300 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44227 members 
Mstep: Class 16 contains 2878 members 
Mstep: Class 17 contains 193438 members 
Mstep: Class 18 contains 31585 members 
Mstep: Class 19 contains 210788 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 170654 members 
Mstep: Class 23 contains 393 members 
Mstep: Class 24 contains 1007 members 
Entering Unmasked Estep 
Score: -144353760.000000 Penalty: 82772.992188
Splitting cluster 21 changes total score from -144352608.000000 to -144353760.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (170654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170654 members 
Entering Unmasked Estep 
Score: -23024086.000000 Penalty: 2987.753662
	Iteration 0F: 2 clusters Score -2.302409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -22913302.000000 Penalty: 5975.507324
	Iteration 0F: 3 clusters Score -2.29133e+07 nChanged 81851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -22960290.000000 Penalty: 5975.507324
	Iteration 1F: 3 clusters Score -2.296029e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -22961208.000000 Penalty: 5975.507324
	Iteration 2Q: 3 clusters Score -2.296121e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -22962194.000000 Penalty: 5975.507324
	Iteration 3Q: 3 clusters Score -2.296219e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -22963758.000000 Penalty: 5975.507324
	Iteration 4Q: 3 clusters Score -2.296376e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98854 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -22966176.000000 Penalty: 5975.507324
	Iteration 5Q: 3 clusters Score -2.296618e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -22969914.000000 Penalty: 5975.507324
	Iteration 6Q: 3 clusters Score -2.296991e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115415 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -22976002.000000 Penalty: 5975.507324
	Iteration 7F: 3 clusters Score -2.2976e+07 nChanged 12235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127142 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -22985076.000000 Penalty: 5975.507324
	Iteration 8F: 3 clusters Score -2.298508e+07 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139739 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -22996086.000000 Penalty: 5975.507324
	Iteration 9F: 3 clusters Score -2.299609e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150901 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -23006600.000000 Penalty: 5975.507324
	Iteration 10F: 3 clusters Score -2.30066e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159136 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -23014542.000000 Penalty: 5975.507324
	Iteration 11Q: 3 clusters Score -2.301454e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164547 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -23018592.000000 Penalty: 5975.507324
	Iteration 12Q: 3 clusters Score -2.301859e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167633 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -23020546.000000 Penalty: 5975.507324
	Iteration 13Q: 3 clusters Score -2.302055e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169100 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -23021232.000000 Penalty: 5975.507324
	Iteration 14Q: 3 clusters Score -2.302123e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -23021550.000000 Penalty: 5975.507324
	Iteration 15Q: 3 clusters Score -2.302155e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169969 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -23021678.000000 Penalty: 5975.507324
	Iteration 16Q: 3 clusters Score -2.302168e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170085 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -23021742.000000 Penalty: 5975.507324
	Iteration 17Q: 3 clusters Score -2.302174e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -23021788.000000 Penalty: 5975.507324
	Iteration 18Q: 3 clusters Score -2.302179e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -23021820.000000 Penalty: 5975.507324
	Iteration 19Q: 3 clusters Score -2.302182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -23021820.000000 Penalty: 5975.507324
	Iteration 20F: 3 clusters Score -2.302182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170201 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23021838.000000 Penalty: 5975.507324
	Iteration 21Q: 3 clusters Score -2.302184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170209 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -23021854.000000 Penalty: 5975.507324
	Iteration 22Q: 3 clusters Score -2.302185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170221 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -23021828.000000 Penalty: 5975.507324
	Iteration 23Q: 3 clusters Score -2.302183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23021832.000000 Penalty: 5975.507324
	Iteration 24Q: 3 clusters Score -2.302183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170222 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -23021850.000000 Penalty: 5975.507324
	Iteration 25Q: 3 clusters Score -2.302185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170221 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -23021842.000000 Penalty: 5975.507324
	Iteration 26Q: 3 clusters Score -2.302184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23021858.000000 Penalty: 5975.507324
	Iteration 27Q: 3 clusters Score -2.302186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23021850.000000 Penalty: 5975.507324
	Iteration 28Q: 3 clusters Score -2.302185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23021854.000000 Penalty: 5975.507324
	Iteration 29Q: 3 clusters Score -2.302185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170226 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -23021850.000000 Penalty: 5975.507324
	Iteration 30Q: 3 clusters Score -2.302185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23021846.000000 Penalty: 5975.507324
	Iteration 31Q: 3 clusters Score -2.302185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23021852.000000 Penalty: 5975.507324
	Iteration 32Q: 3 clusters Score -2.302185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170228 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23021844.000000 Penalty: 5975.507324
	Iteration 33Q: 3 clusters Score -2.302184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170229 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -23021844.000000 Penalty: 5975.507324
	Iteration 34Q: 3 clusters Score -2.302184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23021848.000000 Penalty: 5975.507324
	Iteration 35Q: 3 clusters Score -2.302185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170231 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23021852.000000 Penalty: 5975.507324
	Iteration 36Q: 3 clusters Score -2.302185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23021850.000000 Penalty: 5975.507324
	Iteration 37Q: 3 clusters Score -2.302185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23021850.000000 Penalty: 5975.507324
	Iteration 38F: 3 clusters Score -2.302185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -45914.054688 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -45914.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44569.035156 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -44569.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44768.433594 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -44768.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44835.976562 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -44835.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44904.722656 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -44904.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44966.738281 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -44966.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44976.171875 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -44976.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44983.042969 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -44983.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44984.480469 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -44984.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44984.480469 Penalty: 2963.009521
	Iteration 8F: 3 clusters Score -44984.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 124899 members 
Mstep: Class 2 contains 61718 members 
Mstep: Class 3 contains 7398 members 
Mstep: Class 4 contains 2113 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 171347 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 28089 members 
Mstep: Class 12 contains 26300 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44227 members 
Mstep: Class 16 contains 2878 members 
Mstep: Class 17 contains 193438 members 
Mstep: Class 18 contains 31585 members 
Mstep: Class 19 contains 210788 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 170654 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353792.000000 Penalty: 82772.992188
Iteration 119Q: 25 clusters Score -1.443538e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 61823 members 
Mstep: Class 3 contains 7400 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 171418 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 28105 members 
Mstep: Class 12 contains 26308 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 44224 members 
Mstep: Class 16 contains 2878 members 
Mstep: Class 17 contains 193429 members 
Mstep: Class 18 contains 31602 members 
Mstep: Class 19 contains 210834 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 885 members 
Mstep: Class 22 contains 170673 members 
Mstep: Class 23 contains 396 members 
Mstep: Class 24 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354064.000000 Penalty: 82772.992188
Iteration 120F: 25 clusters Score -1.443541e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 124349 members 
Mstep: Class 2 contains 61925 members 
Mstep: Class 3 contains 7402 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 171492 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 28113 members 
Mstep: Class 12 contains 26321 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 44217 members 
Mstep: Class 16 contains 2879 members 
Mstep: Class 17 contains 193453 members 
Mstep: Class 18 contains 31610 members 
Mstep: Class 19 contains 210851 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170692 members 
Mstep: Class 23 contains 397 members 
Mstep: Class 24 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354032.000000 Penalty: 82772.992188
Iteration 121Q: 25 clusters Score -1.44354e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 124098 members 
Mstep: Class 2 contains 62013 members 
Mstep: Class 3 contains 7403 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 4817 members 
Mstep: Class 6 contains 171568 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 2642 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 28122 members 
Mstep: Class 12 contains 26332 members 
Mstep: Class 13 contains 2919 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44211 members 
Mstep: Class 16 contains 2883 members 
Mstep: Class 17 contains 193465 members 
Mstep: Class 18 contains 31628 members 
Mstep: Class 19 contains 210880 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170703 members 
Mstep: Class 23 contains 397 members 
Mstep: Class 24 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353904.000000 Penalty: 82772.992188
Iteration 122Q: 25 clusters Score -1.443539e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 123864 members 
Mstep: Class 2 contains 62105 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 2131 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 171627 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 2649 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 28136 members 
Mstep: Class 12 contains 26346 members 
Mstep: Class 13 contains 2925 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44207 members 
Mstep: Class 16 contains 2886 members 
Mstep: Class 17 contains 193469 members 
Mstep: Class 18 contains 31630 members 
Mstep: Class 19 contains 210913 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170709 members 
Mstep: Class 23 contains 397 members 
Mstep: Class 24 contains 1009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354032.000000 Penalty: 82772.992188
Iteration 123Q: 25 clusters Score -1.44354e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 123627 members 
Mstep: Class 2 contains 62189 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 171669 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 28148 members 
Mstep: Class 12 contains 26351 members 
Mstep: Class 13 contains 2933 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44206 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 193492 members 
Mstep: Class 18 contains 31636 members 
Mstep: Class 19 contains 210951 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170721 members 
Mstep: Class 23 contains 397 members 
Mstep: Class 24 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354064.000000 Penalty: 82772.992188
Iteration 124Q: 25 clusters Score -1.443541e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 123376 members 
Mstep: Class 2 contains 62279 members 
Mstep: Class 3 contains 7403 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 171730 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28156 members 
Mstep: Class 12 contains 26362 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44207 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 193518 members 
Mstep: Class 18 contains 31643 members 
Mstep: Class 19 contains 210985 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170717 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 1021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354112.000000 Penalty: 82772.992188
Iteration 125Q: 25 clusters Score -1.443541e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 123115 members 
Mstep: Class 2 contains 62360 members 
Mstep: Class 3 contains 7403 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 171798 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28175 members 
Mstep: Class 12 contains 26377 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44210 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 193542 members 
Mstep: Class 18 contains 31643 members 
Mstep: Class 19 contains 211015 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170732 members 
Mstep: Class 23 contains 399 members 
Mstep: Class 24 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 126Q: 25 clusters Score -1.443542e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 122839 members 
Mstep: Class 2 contains 62444 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 171854 members 
Mstep: Class 7 contains 433 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28199 members 
Mstep: Class 12 contains 26393 members 
Mstep: Class 13 contains 2961 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44212 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 193567 members 
Mstep: Class 18 contains 31649 members 
Mstep: Class 19 contains 211050 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170736 members 
Mstep: Class 23 contains 401 members 
Mstep: Class 24 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354336.000000 Penalty: 82772.992188
Iteration 127Q: 25 clusters Score -1.443543e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 122565 members 
Mstep: Class 2 contains 62532 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 4805 members 
Mstep: Class 6 contains 171906 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28214 members 
Mstep: Class 12 contains 26405 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44209 members 
Mstep: Class 16 contains 2889 members 
Mstep: Class 17 contains 193596 members 
Mstep: Class 18 contains 31655 members 
Mstep: Class 19 contains 211097 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170743 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 128Q: 25 clusters Score -1.443542e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 122283 members 
Mstep: Class 2 contains 62611 members 
Mstep: Class 3 contains 7402 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 171965 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 2679 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28226 members 
Mstep: Class 12 contains 26418 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44211 members 
Mstep: Class 16 contains 2890 members 
Mstep: Class 17 contains 193629 members 
Mstep: Class 18 contains 31667 members 
Mstep: Class 19 contains 211139 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170751 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 1026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 129Q: 25 clusters Score -1.443541e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 122008 members 
Mstep: Class 2 contains 62685 members 
Mstep: Class 3 contains 7400 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 172051 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28234 members 
Mstep: Class 12 contains 26436 members 
Mstep: Class 13 contains 2975 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44211 members 
Mstep: Class 16 contains 2890 members 
Mstep: Class 17 contains 193679 members 
Mstep: Class 18 contains 31680 members 
Mstep: Class 19 contains 211160 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170752 members 
Mstep: Class 23 contains 404 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 130Q: 25 clusters Score -1.443542e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 121745 members 
Mstep: Class 2 contains 62757 members 
Mstep: Class 3 contains 7400 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 172126 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28245 members 
Mstep: Class 12 contains 26450 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44217 members 
Mstep: Class 16 contains 2891 members 
Mstep: Class 17 contains 193711 members 
Mstep: Class 18 contains 31688 members 
Mstep: Class 19 contains 211187 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170763 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354176.000000 Penalty: 82772.992188
Iteration 131Q: 25 clusters Score -1.443542e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 121513 members 
Mstep: Class 2 contains 62840 members 
Mstep: Class 3 contains 7398 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 172167 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28259 members 
Mstep: Class 12 contains 26460 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44220 members 
Mstep: Class 16 contains 2892 members 
Mstep: Class 17 contains 193726 members 
Mstep: Class 18 contains 31696 members 
Mstep: Class 19 contains 211226 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170785 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353920.000000 Penalty: 82772.992188
Iteration 132Q: 25 clusters Score -1.443539e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 121294 members 
Mstep: Class 2 contains 62916 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 172209 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2682 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28277 members 
Mstep: Class 12 contains 26473 members 
Mstep: Class 13 contains 2986 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44218 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 193746 members 
Mstep: Class 18 contains 31702 members 
Mstep: Class 19 contains 211258 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170798 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353856.000000 Penalty: 82772.992188
Iteration 133Q: 25 clusters Score -1.443539e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 63001 members 
Mstep: Class 3 contains 7389 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 172253 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28287 members 
Mstep: Class 12 contains 26487 members 
Mstep: Class 13 contains 2997 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44219 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 193756 members 
Mstep: Class 18 contains 31710 members 
Mstep: Class 19 contains 211270 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170802 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353824.000000 Penalty: 82772.992188
Iteration 134Q: 25 clusters Score -1.443538e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 63109 members 
Mstep: Class 3 contains 7389 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 172279 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28297 members 
Mstep: Class 12 contains 26497 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 44218 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 193759 members 
Mstep: Class 18 contains 31715 members 
Mstep: Class 19 contains 211317 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170817 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353904.000000 Penalty: 82772.992188
Iteration 135Q: 25 clusters Score -1.443539e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 120635 members 
Mstep: Class 2 contains 63210 members 
Mstep: Class 3 contains 7386 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 172297 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28311 members 
Mstep: Class 12 contains 26509 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44217 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 193750 members 
Mstep: Class 18 contains 31721 members 
Mstep: Class 19 contains 211382 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170825 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353808.000000 Penalty: 82772.992188
Iteration 136Q: 25 clusters Score -1.443538e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 120413 members 
Mstep: Class 2 contains 63311 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 172321 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28322 members 
Mstep: Class 12 contains 26520 members 
Mstep: Class 13 contains 3020 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44217 members 
Mstep: Class 16 contains 2894 members 
Mstep: Class 17 contains 193768 members 
Mstep: Class 18 contains 31721 members 
Mstep: Class 19 contains 211436 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170822 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353872.000000 Penalty: 82772.992188
Iteration 137Q: 25 clusters Score -1.443539e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 120248 members 
Mstep: Class 2 contains 63407 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 2170 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 172307 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28336 members 
Mstep: Class 12 contains 26530 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44212 members 
Mstep: Class 16 contains 2895 members 
Mstep: Class 17 contains 193763 members 
Mstep: Class 18 contains 31727 members 
Mstep: Class 19 contains 211485 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170829 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353904.000000 Penalty: 82772.992188
Iteration 138Q: 25 clusters Score -1.443539e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 120048 members 
Mstep: Class 2 contains 63496 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 2173 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 172312 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28346 members 
Mstep: Class 12 contains 26544 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44207 members 
Mstep: Class 16 contains 2894 members 
Mstep: Class 17 contains 193779 members 
Mstep: Class 18 contains 31733 members 
Mstep: Class 19 contains 211527 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170843 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353856.000000 Penalty: 82772.992188
Iteration 139Q: 25 clusters Score -1.443539e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 119837 members 
Mstep: Class 2 contains 63599 members 
Mstep: Class 3 contains 7382 members 
Mstep: Class 4 contains 2174 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 172308 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28360 members 
Mstep: Class 12 contains 26562 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44205 members 
Mstep: Class 16 contains 2895 members 
Mstep: Class 17 contains 193795 members 
Mstep: Class 18 contains 31742 members 
Mstep: Class 19 contains 211566 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170854 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353984.000000 Penalty: 82772.992188
Iteration 140F: 25 clusters Score -1.44354e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 119617 members 
Mstep: Class 2 contains 63697 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 2176 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 172315 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28366 members 
Mstep: Class 12 contains 26573 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44204 members 
Mstep: Class 16 contains 2897 members 
Mstep: Class 17 contains 193822 members 
Mstep: Class 18 contains 31746 members 
Mstep: Class 19 contains 211603 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170872 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353824.000000 Penalty: 82772.992188
Iteration 141Q: 25 clusters Score -1.443538e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 119394 members 
Mstep: Class 2 contains 63798 members 
Mstep: Class 3 contains 7381 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 172322 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 28379 members 
Mstep: Class 12 contains 26583 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44201 members 
Mstep: Class 16 contains 2900 members 
Mstep: Class 17 contains 193851 members 
Mstep: Class 18 contains 31748 members 
Mstep: Class 19 contains 211652 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170882 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353952.000000 Penalty: 82772.992188
Iteration 142Q: 25 clusters Score -1.44354e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 119171 members 
Mstep: Class 2 contains 63894 members 
Mstep: Class 3 contains 7378 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 172327 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 28396 members 
Mstep: Class 12 contains 26593 members 
Mstep: Class 13 contains 3027 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44198 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 17 contains 193882 members 
Mstep: Class 18 contains 31747 members 
Mstep: Class 19 contains 211702 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170891 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353984.000000 Penalty: 82772.992188
Iteration 143Q: 25 clusters Score -1.44354e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 118978 members 
Mstep: Class 2 contains 63973 members 
Mstep: Class 3 contains 7375 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 5 contains 4795 members 
Mstep: Class 6 contains 172334 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 28414 members 
Mstep: Class 12 contains 26602 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44198 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 193922 members 
Mstep: Class 18 contains 31751 members 
Mstep: Class 19 contains 211736 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170894 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353728.000000 Penalty: 82772.992188
Iteration 144Q: 25 clusters Score -1.443537e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 118797 members 
Mstep: Class 2 contains 64052 members 
Mstep: Class 3 contains 7375 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 172348 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 28421 members 
Mstep: Class 12 contains 26611 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44196 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 193954 members 
Mstep: Class 18 contains 31756 members 
Mstep: Class 19 contains 211770 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170891 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353808.000000 Penalty: 82772.992188
Iteration 145Q: 25 clusters Score -1.443538e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 118617 members 
Mstep: Class 2 contains 64118 members 
Mstep: Class 3 contains 7378 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 172373 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 28422 members 
Mstep: Class 12 contains 26623 members 
Mstep: Class 13 contains 3034 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44190 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 193988 members 
Mstep: Class 18 contains 31758 members 
Mstep: Class 19 contains 211797 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170901 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353776.000000 Penalty: 82772.992188
Iteration 146Q: 25 clusters Score -1.443538e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 64177 members 
Mstep: Class 3 contains 7377 members 
Mstep: Class 4 contains 2182 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 172392 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 28433 members 
Mstep: Class 12 contains 26645 members 
Mstep: Class 13 contains 3034 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44188 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 17 contains 194020 members 
Mstep: Class 18 contains 31767 members 
Mstep: Class 19 contains 211832 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170909 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353856.000000 Penalty: 82772.992188
Iteration 147Q: 25 clusters Score -1.443539e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 118246 members 
Mstep: Class 2 contains 64234 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 172407 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 28447 members 
Mstep: Class 12 contains 26659 members 
Mstep: Class 13 contains 3034 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44188 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 194029 members 
Mstep: Class 18 contains 31781 members 
Mstep: Class 19 contains 211868 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170926 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353808.000000 Penalty: 82772.992188
Iteration 148Q: 25 clusters Score -1.443538e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 118072 members 
Mstep: Class 2 contains 64308 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 172426 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 28456 members 
Mstep: Class 12 contains 26675 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44185 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 194023 members 
Mstep: Class 18 contains 31794 members 
Mstep: Class 19 contains 211921 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170923 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353648.000000 Penalty: 82772.992188
Iteration 149Q: 25 clusters Score -1.443536e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 117902 members 
Mstep: Class 2 contains 64377 members 
Mstep: Class 3 contains 7372 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 172455 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 28460 members 
Mstep: Class 12 contains 26698 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44183 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 17 contains 194023 members 
Mstep: Class 18 contains 31804 members 
Mstep: Class 19 contains 211965 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170929 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353520.000000 Penalty: 82772.992188
Iteration 150Q: 25 clusters Score -1.443535e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 117747 members 
Mstep: Class 2 contains 64443 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 172475 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 28466 members 
Mstep: Class 12 contains 26710 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44185 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 194005 members 
Mstep: Class 18 contains 31810 members 
Mstep: Class 19 contains 212027 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170935 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353504.000000 Penalty: 82772.992188
Iteration 151Q: 25 clusters Score -1.443535e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 117602 members 
Mstep: Class 2 contains 64511 members 
Mstep: Class 3 contains 7372 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 172496 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 28473 members 
Mstep: Class 12 contains 26719 members 
Mstep: Class 13 contains 3025 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44183 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 17 contains 193988 members 
Mstep: Class 18 contains 31811 members 
Mstep: Class 19 contains 212076 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170942 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353616.000000 Penalty: 82772.992188
Iteration 152Q: 25 clusters Score -1.443536e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 117457 members 
Mstep: Class 2 contains 64574 members 
Mstep: Class 3 contains 7370 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 172516 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 28482 members 
Mstep: Class 12 contains 26731 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44184 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 193982 members 
Mstep: Class 18 contains 31813 members 
Mstep: Class 19 contains 212115 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170947 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353440.000000 Penalty: 82772.992188
Iteration 153Q: 25 clusters Score -1.443534e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 64646 members 
Mstep: Class 3 contains 7371 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 172535 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 28486 members 
Mstep: Class 12 contains 26744 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44187 members 
Mstep: Class 16 contains 2908 members 
Mstep: Class 17 contains 193973 members 
Mstep: Class 18 contains 31813 members 
Mstep: Class 19 contains 212149 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170943 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353536.000000 Penalty: 82772.992188
Iteration 154Q: 25 clusters Score -1.443535e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117168 members 
Mstep: Class 2 contains 64706 members 
Mstep: Class 3 contains 7368 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 172557 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 28494 members 
Mstep: Class 12 contains 26754 members 
Mstep: Class 13 contains 3037 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44184 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 193976 members 
Mstep: Class 18 contains 31815 members 
Mstep: Class 19 contains 212184 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170947 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353408.000000 Penalty: 82772.992188
Iteration 155Q: 25 clusters Score -1.443534e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116989 members 
Mstep: Class 2 contains 64769 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 172583 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 28506 members 
Mstep: Class 12 contains 26772 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44184 members 
Mstep: Class 16 contains 2927 members 
Mstep: Class 17 contains 193985 members 
Mstep: Class 18 contains 31819 members 
Mstep: Class 19 contains 212220 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170956 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353280.000000 Penalty: 82772.992188
Iteration 156Q: 25 clusters Score -1.443533e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 64828 members 
Mstep: Class 3 contains 7363 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 172615 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 28517 members 
Mstep: Class 12 contains 26789 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44182 members 
Mstep: Class 16 contains 2930 members 
Mstep: Class 17 contains 193991 members 
Mstep: Class 18 contains 31823 members 
Mstep: Class 19 contains 212241 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170964 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353200.000000 Penalty: 82772.992188
Iteration 157Q: 25 clusters Score -1.443532e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116687 members 
Mstep: Class 2 contains 64887 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 172653 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 28521 members 
Mstep: Class 12 contains 26795 members 
Mstep: Class 13 contains 3037 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44179 members 
Mstep: Class 16 contains 2931 members 
Mstep: Class 17 contains 194001 members 
Mstep: Class 18 contains 31832 members 
Mstep: Class 19 contains 212274 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170957 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353152.000000 Penalty: 82772.992188
Iteration 158Q: 25 clusters Score -1.443532e+08 nChanged 259
Entering ConstructFrom: 
Score: -144353152.000000 Penalty: 82772.992188
Entering ConstructFrom: 
Trying to split cluster 1 (116564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116564 members 
Entering Unmasked Estep 
Score: -15704443.000000 Penalty: 2893.216553
	Iteration 0F: 2 clusters Score -1.570444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -15626502.000000 Penalty: 5786.433105
	Iteration 0F: 3 clusters Score -1.56265e+07 nChanged 55189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -15658033.000000 Penalty: 5786.433105
	Iteration 1F: 3 clusters Score -1.565803e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -15659025.000000 Penalty: 5786.433105
	Iteration 2Q: 3 clusters Score -1.565902e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -15660156.000000 Penalty: 5786.433105
	Iteration 3Q: 3 clusters Score -1.566016e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -15662246.000000 Penalty: 5786.433105
	Iteration 4Q: 3 clusters Score -1.566225e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -15665821.000000 Penalty: 5786.433105
	Iteration 5F: 3 clusters Score -1.566582e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -15671450.000000 Penalty: 5786.433105
	Iteration 6F: 3 clusters Score -1.567145e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -15679482.000000 Penalty: 5786.433105
	Iteration 7F: 3 clusters Score -1.567948e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -15687638.000000 Penalty: 5786.433105
	Iteration 8F: 3 clusters Score -1.568764e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -15694113.000000 Penalty: 5786.433105
	Iteration 9F: 3 clusters Score -1.569411e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 108104 members 
Entering Unmasked Estep 
Score: -15697660.000000 Penalty: 5786.433105
	Iteration 10Q: 3 clusters Score -1.569766e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 110166 members 
Entering Unmasked Estep 
Score: -15699479.000000 Penalty: 5786.433105
	Iteration 11Q: 3 clusters Score -1.569948e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -15700472.000000 Penalty: 5786.433105
	Iteration 12Q: 3 clusters Score -1.570047e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 112146 members 
Entering Unmasked Estep 
Score: -15700967.000000 Penalty: 5786.433105
	Iteration 13Q: 3 clusters Score -1.570097e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 112693 members 
Entering Unmasked Estep 
Score: -15701284.000000 Penalty: 5786.433105
	Iteration 14Q: 3 clusters Score -1.570128e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 113099 members 
Entering Unmasked Estep 
Score: -15701427.000000 Penalty: 5786.433105
	Iteration 15Q: 3 clusters Score -1.570143e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -15701601.000000 Penalty: 5786.433105
	Iteration 16Q: 3 clusters Score -1.57016e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -15701690.000000 Penalty: 5786.433105
	Iteration 17Q: 3 clusters Score -1.570169e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -15701745.000000 Penalty: 5786.433105
	Iteration 18Q: 3 clusters Score -1.570174e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 114088 members 
Entering Unmasked Estep 
Score: -15701842.000000 Penalty: 5786.433105
	Iteration 19Q: 3 clusters Score -1.570184e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -15701895.000000 Penalty: 5786.433105
	Iteration 20F: 3 clusters Score -1.57019e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 114343 members 
Entering Unmasked Estep 
Score: -15701928.000000 Penalty: 5786.433105
	Iteration 21Q: 3 clusters Score -1.570193e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 114457 members 
Entering Unmasked Estep 
Score: -15701984.000000 Penalty: 5786.433105
	Iteration 22Q: 3 clusters Score -1.570198e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 114532 members 
Entering Unmasked Estep 
Score: -15701990.000000 Penalty: 5786.433105
	Iteration 23Q: 3 clusters Score -1.570199e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 114595 members 
Entering Unmasked Estep 
Score: -15702018.000000 Penalty: 5786.433105
	Iteration 24Q: 3 clusters Score -1.570202e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 114649 members 
Entering Unmasked Estep 
Score: -15702056.000000 Penalty: 5786.433105
	Iteration 25Q: 3 clusters Score -1.570206e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 114697 members 
Entering Unmasked Estep 
Score: -15702073.000000 Penalty: 5786.433105
	Iteration 26Q: 3 clusters Score -1.570207e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -15702092.000000 Penalty: 5786.433105
	Iteration 27Q: 3 clusters Score -1.570209e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -15702102.000000 Penalty: 5786.433105
	Iteration 28Q: 3 clusters Score -1.57021e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 114812 members 
Entering Unmasked Estep 
Score: -15702128.000000 Penalty: 5786.433105
	Iteration 29Q: 3 clusters Score -1.570213e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 114844 members 
Entering Unmasked Estep 
Score: -15702136.000000 Penalty: 5786.433105
	Iteration 30Q: 3 clusters Score -1.570214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 114870 members 
Entering Unmasked Estep 
Score: -15702144.000000 Penalty: 5786.433105
	Iteration 31Q: 3 clusters Score -1.570214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -15702135.000000 Penalty: 5786.433105
	Iteration 32Q: 3 clusters Score -1.570214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 114902 members 
Entering Unmasked Estep 
Score: -15702130.000000 Penalty: 5786.433105
	Iteration 33Q: 3 clusters Score -1.570213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 114918 members 
Entering Unmasked Estep 
Score: -15702116.000000 Penalty: 5786.433105
	Iteration 34Q: 3 clusters Score -1.570212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 114931 members 
Entering Unmasked Estep 
Score: -15702134.000000 Penalty: 5786.433105
	Iteration 35Q: 3 clusters Score -1.570213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -15702138.000000 Penalty: 5786.433105
	Iteration 36Q: 3 clusters Score -1.570214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 114955 members 
Entering Unmasked Estep 
Score: -15702139.000000 Penalty: 5786.433105
	Iteration 37Q: 3 clusters Score -1.570214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -15702133.000000 Penalty: 5786.433105
	Iteration 38Q: 3 clusters Score -1.570213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 114970 members 
Entering Unmasked Estep 
Score: -15702135.000000 Penalty: 5786.433105
	Iteration 39Q: 3 clusters Score -1.570214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
Score: -15702130.000000 Penalty: 5786.433105
	Iteration 40F: 3 clusters Score -1.570213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 114977 members 
Entering Unmasked Estep 
Score: -15702136.000000 Penalty: 5786.433105
	Iteration 41Q: 3 clusters Score -1.570214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -15702132.000000 Penalty: 5786.433105
	Iteration 42Q: 3 clusters Score -1.570213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 114984 members 
Entering Unmasked Estep 
Score: -15702130.000000 Penalty: 5786.433105
	Iteration 43Q: 3 clusters Score -1.570213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 114986 members 
Entering Unmasked Estep 
Score: -15702133.000000 Penalty: 5786.433105
	Iteration 44Q: 3 clusters Score -1.570213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -15702130.000000 Penalty: 5786.433105
	Iteration 45Q: 3 clusters Score -1.570213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -15702133.000000 Penalty: 5786.433105
	Iteration 46Q: 3 clusters Score -1.570213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 114994 members 
Entering Unmasked Estep 
Score: -15702125.000000 Penalty: 5786.433105
	Iteration 47Q: 3 clusters Score -1.570212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 114997 members 
Entering Unmasked Estep 
Score: -15702113.000000 Penalty: 5786.433105
	Iteration 48Q: 3 clusters Score -1.570211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 115001 members 
Entering Unmasked Estep 
Score: -15702115.000000 Penalty: 5786.433105
	Iteration 49Q: 3 clusters Score -1.570212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 115004 members 
Entering Unmasked Estep 
Score: -15702114.000000 Penalty: 5786.433105
	Iteration 50Q: 3 clusters Score -1.570211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -15702127.000000 Penalty: 5786.433105
	Iteration 51Q: 3 clusters Score -1.570213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 115016 members 
Entering Unmasked Estep 
Score: -15702119.000000 Penalty: 5786.433105
	Iteration 52Q: 3 clusters Score -1.570212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -15702127.000000 Penalty: 5786.433105
	Iteration 53Q: 3 clusters Score -1.570213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -15702135.000000 Penalty: 5786.433105
	Iteration 54Q: 3 clusters Score -1.570214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 115025 members 
Entering Unmasked Estep 
Score: -15702147.000000 Penalty: 5786.433105
	Iteration 55Q: 3 clusters Score -1.570215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 115028 members 
Entering Unmasked Estep 
Score: -15702134.000000 Penalty: 5786.433105
	Iteration 56Q: 3 clusters Score -1.570213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 115033 members 
Entering Unmasked Estep 
Score: -15702126.000000 Penalty: 5786.433105
	Iteration 57Q: 3 clusters Score -1.570213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 115043 members 
Entering Unmasked Estep 
Score: -15702123.000000 Penalty: 5786.433105
	Iteration 58Q: 3 clusters Score -1.570212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 115053 members 
Entering Unmasked Estep 
Score: -15702125.000000 Penalty: 5786.433105
	Iteration 59Q: 3 clusters Score -1.570212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 115060 members 
Entering Unmasked Estep 
Score: -15702128.000000 Penalty: 5786.433105
	Iteration 60F: 3 clusters Score -1.570213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -15702125.000000 Penalty: 5786.433105
	Iteration 61Q: 3 clusters Score -1.570212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 115068 members 
Entering Unmasked Estep 
Score: -15702141.000000 Penalty: 5786.433105
	Iteration 62Q: 3 clusters Score -1.570214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -15702130.000000 Penalty: 5786.433105
	Iteration 63Q: 3 clusters Score -1.570213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -15702133.000000 Penalty: 5786.433105
	Iteration 64Q: 3 clusters Score -1.570213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 115077 members 
Entering Unmasked Estep 
Score: -15702140.000000 Penalty: 5786.433105
	Iteration 65Q: 3 clusters Score -1.570214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 115081 members 
Entering Unmasked Estep 
Score: -15702132.000000 Penalty: 5786.433105
	Iteration 66Q: 3 clusters Score -1.570213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 115085 members 
Entering Unmasked Estep 
Score: -15702125.000000 Penalty: 5786.433105
	Iteration 67Q: 3 clusters Score -1.570212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 115087 members 
Entering Unmasked Estep 
Score: -15702128.000000 Penalty: 5786.433105
	Iteration 68Q: 3 clusters Score -1.570213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 115091 members 
Entering Unmasked Estep 
Score: -15702138.000000 Penalty: 5786.433105
	Iteration 69Q: 3 clusters Score -1.570214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 115094 members 
Entering Unmasked Estep 
Score: -15702135.000000 Penalty: 5786.433105
	Iteration 70Q: 3 clusters Score -1.570214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 115097 members 
Entering Unmasked Estep 
Score: -15702134.000000 Penalty: 5786.433105
	Iteration 71Q: 3 clusters Score -1.570213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 115100 members 
Entering Unmasked Estep 
Score: -15702139.000000 Penalty: 5786.433105
	Iteration 72Q: 3 clusters Score -1.570214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 115102 members 
Entering Unmasked Estep 
Score: -15702143.000000 Penalty: 5786.433105
	Iteration 73Q: 3 clusters Score -1.570214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 115103 members 
Entering Unmasked Estep 
Score: -15702144.000000 Penalty: 5786.433105
	Iteration 74Q: 3 clusters Score -1.570214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 115103 members 
Entering Unmasked Estep 
Score: -15702144.000000 Penalty: 5786.433105
	Iteration 75F: 3 clusters Score -1.570214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Entering Unmasked Estep 
Score: -8802932.000000 Penalty: 2748.119385
	Iteration 0F: 2 clusters Score -8802932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -8759578.000000 Penalty: 5496.238770
	Iteration 0F: 3 clusters Score -8759578 nChanged 30266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -8776559.000000 Penalty: 5496.238770
	Iteration 1F: 3 clusters Score -8776559 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -8777107.000000 Penalty: 5496.238770
	Iteration 2Q: 3 clusters Score -8777107 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -8777741.000000 Penalty: 5496.238770
	Iteration 3Q: 3 clusters Score -8777741 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -8778463.000000 Penalty: 5496.238770
	Iteration 4Q: 3 clusters Score -8778463 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -8779227.000000 Penalty: 5496.238770
	Iteration 5Q: 3 clusters Score -8779227 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -8780350.000000 Penalty: 5496.238770
	Iteration 6Q: 3 clusters Score -8780350 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -8781868.000000 Penalty: 5496.238770
	Iteration 7Q: 3 clusters Score -8781868 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -8783939.000000 Penalty: 5496.238770
	Iteration 8F: 3 clusters Score -8783939 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -8786776.000000 Penalty: 5496.238770
	Iteration 9F: 3 clusters Score -8786776 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -8790058.000000 Penalty: 5496.238770
	Iteration 10F: 3 clusters Score -8790058 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -8793360.000000 Penalty: 5496.238770
	Iteration 11F: 3 clusters Score -8793360 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -8795916.000000 Penalty: 5496.238770
	Iteration 12Q: 3 clusters Score -8795916 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -8797575.000000 Penalty: 5496.238770
	Iteration 13Q: 3 clusters Score -8797575 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -8798628.000000 Penalty: 5496.238770
	Iteration 14Q: 3 clusters Score -8798628 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -8799233.000000 Penalty: 5496.238770
	Iteration 15Q: 3 clusters Score -8799233 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -8799634.000000 Penalty: 5496.238770
	Iteration 16Q: 3 clusters Score -8799634 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -8799882.000000 Penalty: 5496.238770
	Iteration 17Q: 3 clusters Score -8799882 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -8800010.000000 Penalty: 5496.238770
	Iteration 18Q: 3 clusters Score -8800010 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -8800089.000000 Penalty: 5496.238770
	Iteration 19Q: 3 clusters Score -8800089 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -8800162.000000 Penalty: 5496.238770
	Iteration 20F: 3 clusters Score -8800162 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -8800219.000000 Penalty: 5496.238770
	Iteration 21Q: 3 clusters Score -8800219 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -8800234.000000 Penalty: 5496.238770
	Iteration 22Q: 3 clusters Score -8800234 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -8800280.000000 Penalty: 5496.238770
	Iteration 23Q: 3 clusters Score -8800280 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -8800346.000000 Penalty: 5496.238770
	Iteration 24Q: 3 clusters Score -8800346 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -8800351.000000 Penalty: 5496.238770
	Iteration 25Q: 3 clusters Score -8800351 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -8800388.000000 Penalty: 5496.238770
	Iteration 26Q: 3 clusters Score -8800388 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -8800398.000000 Penalty: 5496.238770
	Iteration 27Q: 3 clusters Score -8800398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -8800377.000000 Penalty: 5496.238770
	Iteration 28Q: 3 clusters Score -8800377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -8800383.000000 Penalty: 5496.238770
	Iteration 29Q: 3 clusters Score -8800383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -8800401.000000 Penalty: 5496.238770
	Iteration 30Q: 3 clusters Score -8800401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -8800400.000000 Penalty: 5496.238770
	Iteration 31Q: 3 clusters Score -8800400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -8800441.000000 Penalty: 5496.238770
	Iteration 32Q: 3 clusters Score -8800441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -8800462.000000 Penalty: 5496.238770
	Iteration 33Q: 3 clusters Score -8800462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -8800472.000000 Penalty: 5496.238770
	Iteration 34Q: 3 clusters Score -8800472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -8800477.000000 Penalty: 5496.238770
	Iteration 35Q: 3 clusters Score -8800477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -8800488.000000 Penalty: 5496.238770
	Iteration 36Q: 3 clusters Score -8800488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -8800494.000000 Penalty: 5496.238770
	Iteration 37Q: 3 clusters Score -8800494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -8800508.000000 Penalty: 5496.238770
	Iteration 38Q: 3 clusters Score -8800508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -8800506.000000 Penalty: 5496.238770
	Iteration 39Q: 3 clusters Score -8800506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -8800496.000000 Penalty: 5496.238770
	Iteration 40F: 3 clusters Score -8800496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -8800502.000000 Penalty: 5496.238770
	Iteration 41Q: 3 clusters Score -8800502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -8800514.000000 Penalty: 5496.238770
	Iteration 42Q: 3 clusters Score -8800514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -8800522.000000 Penalty: 5496.238770
	Iteration 43Q: 3 clusters Score -8800522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -8800524.000000 Penalty: 5496.238770
	Iteration 44Q: 3 clusters Score -8800524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -8800526.000000 Penalty: 5496.238770
	Iteration 45Q: 3 clusters Score -8800526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -8800534.000000 Penalty: 5496.238770
	Iteration 46Q: 3 clusters Score -8800534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -8800543.000000 Penalty: 5496.238770
	Iteration 47Q: 3 clusters Score -8800543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -8800551.000000 Penalty: 5496.238770
	Iteration 48Q: 3 clusters Score -8800551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -8800534.000000 Penalty: 5496.238770
	Iteration 49Q: 3 clusters Score -8800534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -8800552.000000 Penalty: 5496.238770
	Iteration 50Q: 3 clusters Score -8800552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -8800552.000000 Penalty: 5496.238770
	Iteration 51Q: 3 clusters Score -8800552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -8800565.000000 Penalty: 5496.238770
	Iteration 52Q: 3 clusters Score -8800565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -8800558.000000 Penalty: 5496.238770
	Iteration 53Q: 3 clusters Score -8800558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -8800554.000000 Penalty: 5496.238770
	Iteration 54Q: 3 clusters Score -8800554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -8800567.000000 Penalty: 5496.238770
	Iteration 55Q: 3 clusters Score -8800567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -8800570.000000 Penalty: 5496.238770
	Iteration 56Q: 3 clusters Score -8800570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -8800577.000000 Penalty: 5496.238770
	Iteration 57Q: 3 clusters Score -8800577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -8800560.000000 Penalty: 5496.238770
	Iteration 58Q: 3 clusters Score -8800560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -8800586.000000 Penalty: 5496.238770
	Iteration 59Q: 3 clusters Score -8800586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -8800589.000000 Penalty: 5496.238770
	Iteration 60F: 3 clusters Score -8800589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -8800595.000000 Penalty: 5496.238770
	Iteration 61Q: 3 clusters Score -8800595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -8800608.000000 Penalty: 5496.238770
	Iteration 62Q: 3 clusters Score -8800608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -8800607.000000 Penalty: 5496.238770
	Iteration 63Q: 3 clusters Score -8800607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -8800599.000000 Penalty: 5496.238770
	Iteration 64Q: 3 clusters Score -8800599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -8800598.000000 Penalty: 5496.238770
	Iteration 65Q: 3 clusters Score -8800598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -8800600.000000 Penalty: 5496.238770
	Iteration 66Q: 3 clusters Score -8800600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -8800607.000000 Penalty: 5496.238770
	Iteration 67Q: 3 clusters Score -8800607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -8800612.000000 Penalty: 5496.238770
	Iteration 68Q: 3 clusters Score -8800612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -8800616.000000 Penalty: 5496.238770
	Iteration 69Q: 3 clusters Score -8800616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -8800615.000000 Penalty: 5496.238770
	Iteration 70Q: 3 clusters Score -8800615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -8800630.000000 Penalty: 5496.238770
	Iteration 71Q: 3 clusters Score -8800630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -8800622.000000 Penalty: 5496.238770
	Iteration 72Q: 3 clusters Score -8800622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -8800628.000000 Penalty: 5496.238770
	Iteration 73Q: 3 clusters Score -8800628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -8800619.000000 Penalty: 5496.238770
	Iteration 74Q: 3 clusters Score -8800619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -8800625.000000 Penalty: 5496.238770
	Iteration 75Q: 3 clusters Score -8800625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -8800633.000000 Penalty: 5496.238770
	Iteration 76Q: 3 clusters Score -8800633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -8800632.000000 Penalty: 5496.238770
	Iteration 77Q: 3 clusters Score -8800632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -8800639.000000 Penalty: 5496.238770
	Iteration 78Q: 3 clusters Score -8800639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -8800637.000000 Penalty: 5496.238770
	Iteration 79Q: 3 clusters Score -8800637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -8800640.000000 Penalty: 5496.238770
	Iteration 80F: 3 clusters Score -8800640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -8800646.000000 Penalty: 5496.238770
	Iteration 81Q: 3 clusters Score -8800646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -8800643.000000 Penalty: 5496.238770
	Iteration 82Q: 3 clusters Score -8800643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -8800639.000000 Penalty: 5496.238770
	Iteration 83Q: 3 clusters Score -8800639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -8800646.000000 Penalty: 5496.238770
	Iteration 84Q: 3 clusters Score -8800646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -8800652.000000 Penalty: 5496.238770
	Iteration 85Q: 3 clusters Score -8800652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -8800650.000000 Penalty: 5496.238770
	Iteration 86Q: 3 clusters Score -8800650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -8800648.000000 Penalty: 5496.238770
	Iteration 87Q: 3 clusters Score -8800648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -8800644.000000 Penalty: 5496.238770
	Iteration 88Q: 3 clusters Score -8800644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -8800642.000000 Penalty: 5496.238770
	Iteration 89Q: 3 clusters Score -8800642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -8800645.000000 Penalty: 5496.238770
	Iteration 90Q: 3 clusters Score -8800645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -8800660.000000 Penalty: 5496.238770
	Iteration 91Q: 3 clusters Score -8800660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -8800666.000000 Penalty: 5496.238770
	Iteration 92Q: 3 clusters Score -8800666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -8800660.000000 Penalty: 5496.238770
	Iteration 93Q: 3 clusters Score -8800660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -8800655.000000 Penalty: 5496.238770
	Iteration 94Q: 3 clusters Score -8800655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -8800657.000000 Penalty: 5496.238770
	Iteration 95Q: 3 clusters Score -8800657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -8800659.000000 Penalty: 5496.238770
	Iteration 96Q: 3 clusters Score -8800659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -8800662.000000 Penalty: 5496.238770
	Iteration 97Q: 3 clusters Score -8800662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -8800662.000000 Penalty: 5496.238770
	Iteration 98F: 3 clusters Score -8800662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Entering Unmasked Estep 
Score: -956371.437500 Penalty: 2208.281006
	Iteration 0F: 2 clusters Score -956371.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -950352.000000 Penalty: 4416.562012
	Iteration 0F: 3 clusters Score -950352 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -952068.250000 Penalty: 4416.562012
	Iteration 1F: 3 clusters Score -952068.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -952331.687500 Penalty: 4416.562012
	Iteration 2F: 3 clusters Score -952331.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -952504.812500 Penalty: 4416.562012
	Iteration 3F: 3 clusters Score -952504.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -952619.375000 Penalty: 4416.562012
	Iteration 4Q: 3 clusters Score -952619.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -952724.937500 Penalty: 4416.562012
	Iteration 5Q: 3 clusters Score -952724.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -952822.375000 Penalty: 4416.562012
	Iteration 6Q: 3 clusters Score -952822.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -952913.125000 Penalty: 4416.562012
	Iteration 7Q: 3 clusters Score -952913.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -952998.312500 Penalty: 4416.562012
	Iteration 8Q: 3 clusters Score -952998.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -953088.812500 Penalty: 4416.562012
	Iteration 9Q: 3 clusters Score -953088.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -953163.000000 Penalty: 4416.562012
	Iteration 10Q: 3 clusters Score -953163 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -953245.875000 Penalty: 4416.562012
	Iteration 11Q: 3 clusters Score -953245.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -953333.750000 Penalty: 4416.562012
	Iteration 12Q: 3 clusters Score -953333.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -953425.312500 Penalty: 4416.562012
	Iteration 13Q: 3 clusters Score -953425.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -953533.750000 Penalty: 4416.562012
	Iteration 14Q: 3 clusters Score -953533.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -953649.625000 Penalty: 4416.562012
	Iteration 15Q: 3 clusters Score -953649.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -953759.812500 Penalty: 4416.562012
	Iteration 16Q: 3 clusters Score -953759.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -953886.250000 Penalty: 4416.562012
	Iteration 17Q: 3 clusters Score -953886.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -954008.000000 Penalty: 4416.562012
	Iteration 18Q: 3 clusters Score -954008 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -954134.312500 Penalty: 4416.562012
	Iteration 19Q: 3 clusters Score -954134.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -954240.812500 Penalty: 4416.562012
	Iteration 20F: 3 clusters Score -954240.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -954334.125000 Penalty: 4416.562012
	Iteration 21Q: 3 clusters Score -954334.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -954402.562500 Penalty: 4416.562012
	Iteration 22Q: 3 clusters Score -954402.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -954474.187500 Penalty: 4416.562012
	Iteration 23Q: 3 clusters Score -954474.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -954532.937500 Penalty: 4416.562012
	Iteration 24Q: 3 clusters Score -954532.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -954570.000000 Penalty: 4416.562012
	Iteration 25Q: 3 clusters Score -954570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -954588.187500 Penalty: 4416.562012
	Iteration 26Q: 3 clusters Score -954588.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -954617.875000 Penalty: 4416.562012
	Iteration 27Q: 3 clusters Score -954617.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -954638.687500 Penalty: 4416.562012
	Iteration 28Q: 3 clusters Score -954638.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -954664.812500 Penalty: 4416.562012
	Iteration 29Q: 3 clusters Score -954664.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -954678.875000 Penalty: 4416.562012
	Iteration 30Q: 3 clusters Score -954678.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -954692.125000 Penalty: 4416.562012
	Iteration 31Q: 3 clusters Score -954692.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -954703.375000 Penalty: 4416.562012
	Iteration 32Q: 3 clusters Score -954703.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -954712.562500 Penalty: 4416.562012
	Iteration 33Q: 3 clusters Score -954712.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -954720.687500 Penalty: 4416.562012
	Iteration 34Q: 3 clusters Score -954720.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -954739.000000 Penalty: 4416.562012
	Iteration 35Q: 3 clusters Score -954739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -954754.187500 Penalty: 4416.562012
	Iteration 36Q: 3 clusters Score -954754.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -954763.812500 Penalty: 4416.562012
	Iteration 37Q: 3 clusters Score -954763.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -954770.562500 Penalty: 4416.562012
	Iteration 38Q: 3 clusters Score -954770.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -954774.937500 Penalty: 4416.562012
	Iteration 39Q: 3 clusters Score -954774.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -954777.187500 Penalty: 4416.562012
	Iteration 40F: 3 clusters Score -954777.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -954781.687500 Penalty: 4416.562012
	Iteration 41Q: 3 clusters Score -954781.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -954783.000000 Penalty: 4416.562012
	Iteration 42Q: 3 clusters Score -954783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -954783.250000 Penalty: 4416.562012
	Iteration 43Q: 3 clusters Score -954783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -954786.500000 Penalty: 4416.562012
	Iteration 44Q: 3 clusters Score -954786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -954790.812500 Penalty: 4416.562012
	Iteration 45Q: 3 clusters Score -954790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -954790.625000 Penalty: 4416.562012
	Iteration 46Q: 3 clusters Score -954790.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -954791.562500 Penalty: 4416.562012
	Iteration 47Q: 3 clusters Score -954791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -954791.375000 Penalty: 4416.562012
	Iteration 48Q: 3 clusters Score -954791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -954793.812500 Penalty: 4416.562012
	Iteration 49Q: 3 clusters Score -954793.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -954793.812500 Penalty: 4416.562012
	Iteration 50F: 3 clusters Score -954793.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -294192.562500 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -294192.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -291473.812500 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -291473.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -291944.343750 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -291944.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -292082.937500 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -292082.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -292160.937500 Penalty: 3815.514648
	Iteration 3Q: 3 clusters Score -292160.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -292190.656250 Penalty: 3815.514648
	Iteration 4Q: 3 clusters Score -292190.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -292217.343750 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -292217.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -292238.843750 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -292238.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -292262.062500 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -292262.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -292279.687500 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -292279.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -292298.156250 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -292298.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -292314.687500 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -292314.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -292340.062500 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -292340.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -292375.531250 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -292375.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -292403.468750 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -292403.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -292438.093750 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -292438.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -292460.406250 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -292460.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -292480.906250 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -292480.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -292496.031250 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -292496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -292504.062500 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -292504.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -292515.562500 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -292515.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -292524.593750 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -292524.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -292527.531250 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -292527.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -292532.031250 Penalty: 3815.514648
	Iteration 22Q: 3 clusters Score -292532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -292535.093750 Penalty: 3815.514648
	Iteration 23Q: 3 clusters Score -292535.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -292539.000000 Penalty: 3815.514648
	Iteration 24Q: 3 clusters Score -292539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -292541.593750 Penalty: 3815.514648
	Iteration 25Q: 3 clusters Score -292541.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -292545.812500 Penalty: 3815.514648
	Iteration 26Q: 3 clusters Score -292545.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -292549.750000 Penalty: 3815.514648
	Iteration 27Q: 3 clusters Score -292549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -292552.656250 Penalty: 3815.514648
	Iteration 28Q: 3 clusters Score -292552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -292554.250000 Penalty: 3815.514648
	Iteration 29Q: 3 clusters Score -292554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -292557.031250 Penalty: 3815.514648
	Iteration 30Q: 3 clusters Score -292557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -292558.187500 Penalty: 3815.514648
	Iteration 31Q: 3 clusters Score -292558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -292558.656250 Penalty: 3815.514648
	Iteration 32Q: 3 clusters Score -292558.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -292558.656250 Penalty: 3815.514648
	Iteration 33F: 3 clusters Score -292558.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Entering Unmasked Estep 
Score: -647161.687500 Penalty: 2100.792969
	Iteration 0F: 2 clusters Score -647161.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -642763.437500 Penalty: 4201.585938
	Iteration 0F: 3 clusters Score -642763.4 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -643821.500000 Penalty: 4201.585938
	Iteration 1F: 3 clusters Score -643821.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -644035.062500 Penalty: 4201.585938
	Iteration 2F: 3 clusters Score -644035.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -644147.750000 Penalty: 4201.585938
	Iteration 3Q: 3 clusters Score -644147.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -644208.812500 Penalty: 4201.585938
	Iteration 4Q: 3 clusters Score -644208.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -644250.812500 Penalty: 4201.585938
	Iteration 5Q: 3 clusters Score -644250.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -644285.687500 Penalty: 4201.585938
	Iteration 6Q: 3 clusters Score -644285.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -644309.562500 Penalty: 4201.585938
	Iteration 7Q: 3 clusters Score -644309.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -644326.187500 Penalty: 4201.585938
	Iteration 8Q: 3 clusters Score -644326.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -644336.625000 Penalty: 4201.585938
	Iteration 9Q: 3 clusters Score -644336.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -644349.375000 Penalty: 4201.585938
	Iteration 10Q: 3 clusters Score -644349.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -644365.750000 Penalty: 4201.585938
	Iteration 11Q: 3 clusters Score -644365.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -644377.250000 Penalty: 4201.585938
	Iteration 12Q: 3 clusters Score -644377.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -644383.250000 Penalty: 4201.585938
	Iteration 13Q: 3 clusters Score -644383.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -644389.750000 Penalty: 4201.585938
	Iteration 14Q: 3 clusters Score -644389.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -644397.125000 Penalty: 4201.585938
	Iteration 15Q: 3 clusters Score -644397.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -644406.625000 Penalty: 4201.585938
	Iteration 16Q: 3 clusters Score -644406.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -644413.375000 Penalty: 4201.585938
	Iteration 17Q: 3 clusters Score -644413.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -644420.312500 Penalty: 4201.585938
	Iteration 18Q: 3 clusters Score -644420.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -644428.062500 Penalty: 4201.585938
	Iteration 19Q: 3 clusters Score -644428.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -644434.562500 Penalty: 4201.585938
	Iteration 20F: 3 clusters Score -644434.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -644438.687500 Penalty: 4201.585938
	Iteration 21Q: 3 clusters Score -644438.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -644442.562500 Penalty: 4201.585938
	Iteration 22Q: 3 clusters Score -644442.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -644447.062500 Penalty: 4201.585938
	Iteration 23Q: 3 clusters Score -644447.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -644454.875000 Penalty: 4201.585938
	Iteration 24Q: 3 clusters Score -644454.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -644461.375000 Penalty: 4201.585938
	Iteration 25Q: 3 clusters Score -644461.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -644470.875000 Penalty: 4201.585938
	Iteration 26Q: 3 clusters Score -644470.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -644476.125000 Penalty: 4201.585938
	Iteration 27Q: 3 clusters Score -644476.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -644479.937500 Penalty: 4201.585938
	Iteration 28Q: 3 clusters Score -644479.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -644483.187500 Penalty: 4201.585938
	Iteration 29Q: 3 clusters Score -644483.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -644489.500000 Penalty: 4201.585938
	Iteration 30Q: 3 clusters Score -644489.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -644495.437500 Penalty: 4201.585938
	Iteration 31Q: 3 clusters Score -644495.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -644499.312500 Penalty: 4201.585938
	Iteration 32Q: 3 clusters Score -644499.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -644499.500000 Penalty: 4201.585938
	Iteration 33Q: 3 clusters Score -644499.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -644504.687500 Penalty: 4201.585938
	Iteration 34Q: 3 clusters Score -644504.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -644510.375000 Penalty: 4201.585938
	Iteration 35Q: 3 clusters Score -644510.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -644516.375000 Penalty: 4201.585938
	Iteration 36Q: 3 clusters Score -644516.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -644524.562500 Penalty: 4201.585938
	Iteration 37Q: 3 clusters Score -644524.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -644536.000000 Penalty: 4201.585938
	Iteration 38Q: 3 clusters Score -644536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -644544.187500 Penalty: 4201.585938
	Iteration 39Q: 3 clusters Score -644544.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -644553.250000 Penalty: 4201.585938
	Iteration 40F: 3 clusters Score -644553.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -644560.187500 Penalty: 4201.585938
	Iteration 41Q: 3 clusters Score -644560.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -644568.125000 Penalty: 4201.585938
	Iteration 42Q: 3 clusters Score -644568.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -644579.187500 Penalty: 4201.585938
	Iteration 43Q: 3 clusters Score -644579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -644586.000000 Penalty: 4201.585938
	Iteration 44Q: 3 clusters Score -644586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -644595.562500 Penalty: 4201.585938
	Iteration 45Q: 3 clusters Score -644595.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -644603.750000 Penalty: 4201.585938
	Iteration 46Q: 3 clusters Score -644603.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -644613.937500 Penalty: 4201.585938
	Iteration 47Q: 3 clusters Score -644613.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -644624.875000 Penalty: 4201.585938
	Iteration 48Q: 3 clusters Score -644624.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -644634.562500 Penalty: 4201.585938
	Iteration 49Q: 3 clusters Score -644634.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -644654.562500 Penalty: 4201.585938
	Iteration 50Q: 3 clusters Score -644654.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -644670.125000 Penalty: 4201.585938
	Iteration 51Q: 3 clusters Score -644670.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -644688.937500 Penalty: 4201.585938
	Iteration 52Q: 3 clusters Score -644688.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -644705.312500 Penalty: 4201.585938
	Iteration 53Q: 3 clusters Score -644705.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -644730.125000 Penalty: 4201.585938
	Iteration 54Q: 3 clusters Score -644730.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -644759.125000 Penalty: 4201.585938
	Iteration 55Q: 3 clusters Score -644759.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -644785.250000 Penalty: 4201.585938
	Iteration 56Q: 3 clusters Score -644785.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -644813.750000 Penalty: 4201.585938
	Iteration 57Q: 3 clusters Score -644813.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -644836.125000 Penalty: 4201.585938
	Iteration 58Q: 3 clusters Score -644836.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -644865.875000 Penalty: 4201.585938
	Iteration 59Q: 3 clusters Score -644865.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -644893.687500 Penalty: 4201.585938
	Iteration 60F: 3 clusters Score -644893.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -644914.125000 Penalty: 4201.585938
	Iteration 61Q: 3 clusters Score -644914.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -644933.500000 Penalty: 4201.585938
	Iteration 62Q: 3 clusters Score -644933.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -644954.750000 Penalty: 4201.585938
	Iteration 63Q: 3 clusters Score -644954.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -644972.812500 Penalty: 4201.585938
	Iteration 64Q: 3 clusters Score -644972.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -644983.625000 Penalty: 4201.585938
	Iteration 65Q: 3 clusters Score -644983.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -644999.437500 Penalty: 4201.585938
	Iteration 66Q: 3 clusters Score -644999.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -645015.250000 Penalty: 4201.585938
	Iteration 67Q: 3 clusters Score -645015.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -645039.062500 Penalty: 4201.585938
	Iteration 68Q: 3 clusters Score -645039.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -645065.062500 Penalty: 4201.585938
	Iteration 69Q: 3 clusters Score -645065.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -645087.312500 Penalty: 4201.585938
	Iteration 70Q: 3 clusters Score -645087.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -645105.375000 Penalty: 4201.585938
	Iteration 71Q: 3 clusters Score -645105.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -645116.750000 Penalty: 4201.585938
	Iteration 72Q: 3 clusters Score -645116.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -645126.875000 Penalty: 4201.585938
	Iteration 73Q: 3 clusters Score -645126.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -645137.750000 Penalty: 4201.585938
	Iteration 74Q: 3 clusters Score -645137.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -645143.187500 Penalty: 4201.585938
	Iteration 75Q: 3 clusters Score -645143.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -645149.562500 Penalty: 4201.585938
	Iteration 76Q: 3 clusters Score -645149.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -645153.250000 Penalty: 4201.585938
	Iteration 77Q: 3 clusters Score -645153.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -645162.437500 Penalty: 4201.585938
	Iteration 78Q: 3 clusters Score -645162.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -645174.937500 Penalty: 4201.585938
	Iteration 79Q: 3 clusters Score -645174.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -645184.937500 Penalty: 4201.585938
	Iteration 80F: 3 clusters Score -645184.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -645191.750000 Penalty: 4201.585938
	Iteration 81Q: 3 clusters Score -645191.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -645203.187500 Penalty: 4201.585938
	Iteration 82Q: 3 clusters Score -645203.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -645216.187500 Penalty: 4201.585938
	Iteration 83Q: 3 clusters Score -645216.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -645223.375000 Penalty: 4201.585938
	Iteration 84Q: 3 clusters Score -645223.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -645231.375000 Penalty: 4201.585938
	Iteration 85Q: 3 clusters Score -645231.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -645240.562500 Penalty: 4201.585938
	Iteration 86Q: 3 clusters Score -645240.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -645253.312500 Penalty: 4201.585938
	Iteration 87Q: 3 clusters Score -645253.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -645262.937500 Penalty: 4201.585938
	Iteration 88Q: 3 clusters Score -645262.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -645275.625000 Penalty: 4201.585938
	Iteration 89Q: 3 clusters Score -645275.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -645283.125000 Penalty: 4201.585938
	Iteration 90Q: 3 clusters Score -645283.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -645293.500000 Penalty: 4201.585938
	Iteration 91Q: 3 clusters Score -645293.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -645299.250000 Penalty: 4201.585938
	Iteration 92Q: 3 clusters Score -645299.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -645303.750000 Penalty: 4201.585938
	Iteration 93Q: 3 clusters Score -645303.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -645308.312500 Penalty: 4201.585938
	Iteration 94Q: 3 clusters Score -645308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -645315.000000 Penalty: 4201.585938
	Iteration 95Q: 3 clusters Score -645315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -645320.437500 Penalty: 4201.585938
	Iteration 96Q: 3 clusters Score -645320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -645324.750000 Penalty: 4201.585938
	Iteration 97Q: 3 clusters Score -645324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -645327.250000 Penalty: 4201.585938
	Iteration 98Q: 3 clusters Score -645327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -645329.062500 Penalty: 4201.585938
	Iteration 99Q: 3 clusters Score -645329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -645330.250000 Penalty: 4201.585938
	Iteration 100F: 3 clusters Score -645330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -645332.875000 Penalty: 4201.585938
	Iteration 101Q: 3 clusters Score -645332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -645333.312500 Penalty: 4201.585938
	Iteration 102Q: 3 clusters Score -645333.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -645334.875000 Penalty: 4201.585938
	Iteration 103Q: 3 clusters Score -645334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -645334.937500 Penalty: 4201.585938
	Iteration 104Q: 3 clusters Score -645334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -645335.812500 Penalty: 4201.585938
	Iteration 105Q: 3 clusters Score -645335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -645339.250000 Penalty: 4201.585938
	Iteration 106Q: 3 clusters Score -645339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -645338.937500 Penalty: 4201.585938
	Iteration 107Q: 3 clusters Score -645338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -645338.937500 Penalty: 4201.585938
	Iteration 108F: 3 clusters Score -645338.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (172670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172670 members 
Entering Unmasked Estep 
Score: -23145362.000000 Penalty: 2990.666016
	Iteration 0F: 2 clusters Score -2.314536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -23031534.000000 Penalty: 5981.332031
	Iteration 0F: 3 clusters Score -2.303153e+07 nChanged 82875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -23080156.000000 Penalty: 5981.332031
	Iteration 1F: 3 clusters Score -2.308016e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -23081364.000000 Penalty: 5981.332031
	Iteration 2Q: 3 clusters Score -2.308136e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -23082794.000000 Penalty: 5981.332031
	Iteration 3Q: 3 clusters Score -2.308279e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83065 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -23084720.000000 Penalty: 5981.332031
	Iteration 4Q: 3 clusters Score -2.308472e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -23087010.000000 Penalty: 5981.332031
	Iteration 5Q: 3 clusters Score -2.308701e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -23090238.000000 Penalty: 5981.332031
	Iteration 6Q: 3 clusters Score -2.309024e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 97664 members 
Entering Unmasked Estep 
Score: -23094216.000000 Penalty: 5981.332031
	Iteration 7Q: 3 clusters Score -2.309422e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -23099708.000000 Penalty: 5981.332031
	Iteration 8F: 3 clusters Score -2.309971e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -23106816.000000 Penalty: 5981.332031
	Iteration 9F: 3 clusters Score -2.310682e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 120081 members 
Entering Unmasked Estep 
Score: -23114606.000000 Penalty: 5981.332031
	Iteration 10F: 3 clusters Score -2.311461e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 128541 members 
Entering Unmasked Estep 
Score: -23121850.000000 Penalty: 5981.332031
	Iteration 11F: 3 clusters Score -2.312185e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 135884 members 
Entering Unmasked Estep 
Score: -23127108.000000 Penalty: 5981.332031
	Iteration 12Q: 3 clusters Score -2.312711e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 142011 members 
Entering Unmasked Estep 
Score: -23131076.000000 Penalty: 5981.332031
	Iteration 13Q: 3 clusters Score -2.313108e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 146907 members 
Entering Unmasked Estep 
Score: -23134040.000000 Penalty: 5981.332031
	Iteration 14Q: 3 clusters Score -2.313404e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 150872 members 
Entering Unmasked Estep 
Score: -23136182.000000 Penalty: 5981.332031
	Iteration 15Q: 3 clusters Score -2.313618e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 154215 members 
Entering Unmasked Estep 
Score: -23137804.000000 Penalty: 5981.332031
	Iteration 16Q: 3 clusters Score -2.31378e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 157021 members 
Entering Unmasked Estep 
Score: -23139252.000000 Penalty: 5981.332031
	Iteration 17Q: 3 clusters Score -2.313925e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 159384 members 
Entering Unmasked Estep 
Score: -23140194.000000 Penalty: 5981.332031
	Iteration 18Q: 3 clusters Score -2.314019e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 161452 members 
Entering Unmasked Estep 
Score: -23141044.000000 Penalty: 5981.332031
	Iteration 19Q: 3 clusters Score -2.314104e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 163178 members 
Entering Unmasked Estep 
Score: -23141720.000000 Penalty: 5981.332031
	Iteration 20F: 3 clusters Score -2.314172e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 164591 members 
Entering Unmasked Estep 
Score: -23142290.000000 Penalty: 5981.332031
	Iteration 21Q: 3 clusters Score -2.314229e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 165717 members 
Entering Unmasked Estep 
Score: -23142734.000000 Penalty: 5981.332031
	Iteration 22Q: 3 clusters Score -2.314273e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 166612 members 
Entering Unmasked Estep 
Score: -23142872.000000 Penalty: 5981.332031
	Iteration 23Q: 3 clusters Score -2.314287e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 167351 members 
Entering Unmasked Estep 
Score: -23143020.000000 Penalty: 5981.332031
	Iteration 24Q: 3 clusters Score -2.314302e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 167930 members 
Entering Unmasked Estep 
Score: -23143270.000000 Penalty: 5981.332031
	Iteration 25Q: 3 clusters Score -2.314327e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 168413 members 
Entering Unmasked Estep 
Score: -23143334.000000 Penalty: 5981.332031
	Iteration 26Q: 3 clusters Score -2.314333e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 168814 members 
Entering Unmasked Estep 
Score: -23143434.000000 Penalty: 5981.332031
	Iteration 27Q: 3 clusters Score -2.314343e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 169131 members 
Entering Unmasked Estep 
Score: -23143508.000000 Penalty: 5981.332031
	Iteration 28Q: 3 clusters Score -2.314351e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 169362 members 
Entering Unmasked Estep 
Score: -23143538.000000 Penalty: 5981.332031
	Iteration 29Q: 3 clusters Score -2.314354e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 169555 members 
Entering Unmasked Estep 
Score: -23143534.000000 Penalty: 5981.332031
	Iteration 30Q: 3 clusters Score -2.314353e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 169724 members 
Entering Unmasked Estep 
Score: -23143526.000000 Penalty: 5981.332031
	Iteration 31Q: 3 clusters Score -2.314353e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 169864 members 
Entering Unmasked Estep 
Score: -23143516.000000 Penalty: 5981.332031
	Iteration 32Q: 3 clusters Score -2.314352e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 169983 members 
Entering Unmasked Estep 
Score: -23143532.000000 Penalty: 5981.332031
	Iteration 33Q: 3 clusters Score -2.314353e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 170075 members 
Entering Unmasked Estep 
Score: -23143560.000000 Penalty: 5981.332031
	Iteration 34Q: 3 clusters Score -2.314356e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 170159 members 
Entering Unmasked Estep 
Score: -23143534.000000 Penalty: 5981.332031
	Iteration 35Q: 3 clusters Score -2.314353e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 170229 members 
Entering Unmasked Estep 
Score: -23143574.000000 Penalty: 5981.332031
	Iteration 36Q: 3 clusters Score -2.314357e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -23143564.000000 Penalty: 5981.332031
	Iteration 37Q: 3 clusters Score -2.314356e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 170341 members 
Entering Unmasked Estep 
Score: -23143610.000000 Penalty: 5981.332031
	Iteration 38Q: 3 clusters Score -2.314361e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 170398 members 
Entering Unmasked Estep 
Score: -23143638.000000 Penalty: 5981.332031
	Iteration 39Q: 3 clusters Score -2.314364e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 170440 members 
Entering Unmasked Estep 
Score: -23143622.000000 Penalty: 5981.332031
	Iteration 40F: 3 clusters Score -2.314362e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 170483 members 
Entering Unmasked Estep 
Score: -23143642.000000 Penalty: 5981.332031
	Iteration 41Q: 3 clusters Score -2.314364e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 170523 members 
Entering Unmasked Estep 
Score: -23143622.000000 Penalty: 5981.332031
	Iteration 42Q: 3 clusters Score -2.314362e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 170556 members 
Entering Unmasked Estep 
Score: -23143636.000000 Penalty: 5981.332031
	Iteration 43Q: 3 clusters Score -2.314364e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 170584 members 
Entering Unmasked Estep 
Score: -23143608.000000 Penalty: 5981.332031
	Iteration 44Q: 3 clusters Score -2.314361e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 170608 members 
Entering Unmasked Estep 
Score: -23143608.000000 Penalty: 5981.332031
	Iteration 45Q: 3 clusters Score -2.314361e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 170630 members 
Entering Unmasked Estep 
Score: -23143624.000000 Penalty: 5981.332031
	Iteration 46Q: 3 clusters Score -2.314362e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 170654 members 
Entering Unmasked Estep 
Score: -23143600.000000 Penalty: 5981.332031
	Iteration 47Q: 3 clusters Score -2.31436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 170665 members 
Entering Unmasked Estep 
Score: -23143588.000000 Penalty: 5981.332031
	Iteration 48Q: 3 clusters Score -2.314359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 170676 members 
Entering Unmasked Estep 
Score: -23143578.000000 Penalty: 5981.332031
	Iteration 49Q: 3 clusters Score -2.314358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 170683 members 
Entering Unmasked Estep 
Score: -23143576.000000 Penalty: 5981.332031
	Iteration 50Q: 3 clusters Score -2.314358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 170692 members 
Entering Unmasked Estep 
Score: -23143590.000000 Penalty: 5981.332031
	Iteration 51Q: 3 clusters Score -2.314359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 170700 members 
Entering Unmasked Estep 
Score: -23143584.000000 Penalty: 5981.332031
	Iteration 52Q: 3 clusters Score -2.314358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 170706 members 
Entering Unmasked Estep 
Score: -23143588.000000 Penalty: 5981.332031
	Iteration 53Q: 3 clusters Score -2.314359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 170715 members 
Entering Unmasked Estep 
Score: -23143606.000000 Penalty: 5981.332031
	Iteration 54Q: 3 clusters Score -2.314361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 170724 members 
Entering Unmasked Estep 
Score: -23143594.000000 Penalty: 5981.332031
	Iteration 55Q: 3 clusters Score -2.314359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 170733 members 
Entering Unmasked Estep 
Score: -23143572.000000 Penalty: 5981.332031
	Iteration 56Q: 3 clusters Score -2.314357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 170747 members 
Entering Unmasked Estep 
Score: -23143564.000000 Penalty: 5981.332031
	Iteration 57Q: 3 clusters Score -2.314356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 170759 members 
Entering Unmasked Estep 
Score: -23143572.000000 Penalty: 5981.332031
	Iteration 58Q: 3 clusters Score -2.314357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 170767 members 
Entering Unmasked Estep 
Score: -23143582.000000 Penalty: 5981.332031
	Iteration 59Q: 3 clusters Score -2.314358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 170772 members 
Entering Unmasked Estep 
Score: -23143588.000000 Penalty: 5981.332031
	Iteration 60F: 3 clusters Score -2.314359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 170779 members 
Entering Unmasked Estep 
Score: -23143596.000000 Penalty: 5981.332031
	Iteration 61Q: 3 clusters Score -2.31436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 170779 members 
Entering Unmasked Estep 
Score: -23143602.000000 Penalty: 5981.332031
	Iteration 62Q: 3 clusters Score -2.31436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -23143606.000000 Penalty: 5981.332031
	Iteration 63Q: 3 clusters Score -2.314361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 170779 members 
Entering Unmasked Estep 
Score: -23143608.000000 Penalty: 5981.332031
	Iteration 64Q: 3 clusters Score -2.314361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 170781 members 
Entering Unmasked Estep 
Score: -23143620.000000 Penalty: 5981.332031
	Iteration 65Q: 3 clusters Score -2.314362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 170782 members 
Entering Unmasked Estep 
Score: -23143618.000000 Penalty: 5981.332031
	Iteration 66Q: 3 clusters Score -2.314362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 170782 members 
Entering Unmasked Estep 
Score: -23143618.000000 Penalty: 5981.332031
	Iteration 67F: 3 clusters Score -2.314362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -56723.410156 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -56723.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55267.519531 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -55267.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55428.988281 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -55428.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55468.394531 Penalty: 3031.287842
	Iteration 2Q: 3 clusters Score -55468.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55499.894531 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -55499.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55519.054688 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -55519.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55526.523438 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -55526.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55535.968750 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -55535.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55539.703125 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -55539.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55539.703125 Penalty: 3031.287842
	Iteration 8F: 3 clusters Score -55539.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51694.957031 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -51694.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50270.859375 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -50270.86 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50482.304688 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -50482.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50585.359375 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -50585.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50674.492188 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -50674.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50844.390625 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -50844.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50944.937500 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -50944.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51039.597656 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -51039.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51055.441406 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -51055.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51076.179688 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -51076.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51083.421875 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -51083.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51086.507812 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -51086.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51089.113281 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -51089.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51095.785156 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -51095.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51108.871094 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -51108.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51121.523438 Penalty: 3023.529053
	Iteration 14Q: 3 clusters Score -51121.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51131.742188 Penalty: 3023.529053
	Iteration 15Q: 3 clusters Score -51131.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51143.757812 Penalty: 3023.529053
	Iteration 16Q: 3 clusters Score -51143.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51152.390625 Penalty: 3023.529053
	Iteration 17Q: 3 clusters Score -51152.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51159.675781 Penalty: 3023.529053
	Iteration 18Q: 3 clusters Score -51159.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51165.570312 Penalty: 3023.529053
	Iteration 19Q: 3 clusters Score -51165.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51166.714844 Penalty: 3023.529053
	Iteration 20F: 3 clusters Score -51166.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51170.867188 Penalty: 3023.529053
	Iteration 21Q: 3 clusters Score -51170.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51174.746094 Penalty: 3023.529053
	Iteration 22Q: 3 clusters Score -51174.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51181.250000 Penalty: 3023.529053
	Iteration 23Q: 3 clusters Score -51181.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51213.953125 Penalty: 3023.529053
	Iteration 24Q: 3 clusters Score -51213.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51219.359375 Penalty: 3023.529053
	Iteration 25Q: 3 clusters Score -51219.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51225.136719 Penalty: 3023.529053
	Iteration 26Q: 3 clusters Score -51225.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51225.136719 Penalty: 3023.529053
	Iteration 27F: 3 clusters Score -51225.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Entering Unmasked Estep 
Score: -342743.500000 Penalty: 1960.458008
	Iteration 0F: 2 clusters Score -342743.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -339642.625000 Penalty: 3920.916016
	Iteration 0F: 3 clusters Score -339642.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -340260.750000 Penalty: 3920.916016
	Iteration 1F: 3 clusters Score -340260.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -340449.687500 Penalty: 3920.916016
	Iteration 2F: 3 clusters Score -340449.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -340559.281250 Penalty: 3920.916016
	Iteration 3F: 3 clusters Score -340559.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -340644.375000 Penalty: 3920.916016
	Iteration 4Q: 3 clusters Score -340644.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -340716.593750 Penalty: 3920.916016
	Iteration 5Q: 3 clusters Score -340716.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -340790.781250 Penalty: 3920.916016
	Iteration 6Q: 3 clusters Score -340790.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -340866.593750 Penalty: 3920.916016
	Iteration 7Q: 3 clusters Score -340866.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -340925.093750 Penalty: 3920.916016
	Iteration 8Q: 3 clusters Score -340925.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -340974.562500 Penalty: 3920.916016
	Iteration 9Q: 3 clusters Score -340974.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -341014.500000 Penalty: 3920.916016
	Iteration 10Q: 3 clusters Score -341014.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -341043.843750 Penalty: 3920.916016
	Iteration 11Q: 3 clusters Score -341043.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -341078.593750 Penalty: 3920.916016
	Iteration 12Q: 3 clusters Score -341078.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -341109.250000 Penalty: 3920.916016
	Iteration 13Q: 3 clusters Score -341109.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -341145.468750 Penalty: 3920.916016
	Iteration 14Q: 3 clusters Score -341145.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -341175.250000 Penalty: 3920.916016
	Iteration 15Q: 3 clusters Score -341175.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -341190.593750 Penalty: 3920.916016
	Iteration 16Q: 3 clusters Score -341190.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -341206.093750 Penalty: 3920.916016
	Iteration 17Q: 3 clusters Score -341206.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -341221.187500 Penalty: 3920.916016
	Iteration 18Q: 3 clusters Score -341221.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -341234.968750 Penalty: 3920.916016
	Iteration 19Q: 3 clusters Score -341235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -341247.125000 Penalty: 3920.916016
	Iteration 20F: 3 clusters Score -341247.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -341263.531250 Penalty: 3920.916016
	Iteration 21Q: 3 clusters Score -341263.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -341278.343750 Penalty: 3920.916016
	Iteration 22Q: 3 clusters Score -341278.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -341299.937500 Penalty: 3920.916016
	Iteration 23Q: 3 clusters Score -341299.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -341319.125000 Penalty: 3920.916016
	Iteration 24Q: 3 clusters Score -341319.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -341339.000000 Penalty: 3920.916016
	Iteration 25Q: 3 clusters Score -341339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -341360.437500 Penalty: 3920.916016
	Iteration 26Q: 3 clusters Score -341360.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -341380.218750 Penalty: 3920.916016
	Iteration 27Q: 3 clusters Score -341380.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -341396.281250 Penalty: 3920.916016
	Iteration 28Q: 3 clusters Score -341396.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -341407.062500 Penalty: 3920.916016
	Iteration 29Q: 3 clusters Score -341407.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -341415.093750 Penalty: 3920.916016
	Iteration 30Q: 3 clusters Score -341415.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -341425.625000 Penalty: 3920.916016
	Iteration 31Q: 3 clusters Score -341425.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -341436.156250 Penalty: 3920.916016
	Iteration 32Q: 3 clusters Score -341436.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -341445.875000 Penalty: 3920.916016
	Iteration 33Q: 3 clusters Score -341445.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -341454.375000 Penalty: 3920.916016
	Iteration 34Q: 3 clusters Score -341454.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -341464.937500 Penalty: 3920.916016
	Iteration 35Q: 3 clusters Score -341464.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -341476.187500 Penalty: 3920.916016
	Iteration 36Q: 3 clusters Score -341476.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -341490.968750 Penalty: 3920.916016
	Iteration 37Q: 3 clusters Score -341491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -341501.218750 Penalty: 3920.916016
	Iteration 38Q: 3 clusters Score -341501.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -341511.468750 Penalty: 3920.916016
	Iteration 39Q: 3 clusters Score -341511.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -341524.968750 Penalty: 3920.916016
	Iteration 40F: 3 clusters Score -341525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -341545.218750 Penalty: 3920.916016
	Iteration 41Q: 3 clusters Score -341545.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -341568.843750 Penalty: 3920.916016
	Iteration 42Q: 3 clusters Score -341568.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -341607.937500 Penalty: 3920.916016
	Iteration 43Q: 3 clusters Score -341607.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -341660.375000 Penalty: 3920.916016
	Iteration 44Q: 3 clusters Score -341660.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -341712.375000 Penalty: 3920.916016
	Iteration 45Q: 3 clusters Score -341712.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -341754.093750 Penalty: 3920.916016
	Iteration 46Q: 3 clusters Score -341754.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -341798.875000 Penalty: 3920.916016
	Iteration 47Q: 3 clusters Score -341798.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -341845.625000 Penalty: 3920.916016
	Iteration 48Q: 3 clusters Score -341845.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -341889.250000 Penalty: 3920.916016
	Iteration 49Q: 3 clusters Score -341889.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -341932.406250 Penalty: 3920.916016
	Iteration 50Q: 3 clusters Score -341932.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -341967.781250 Penalty: 3920.916016
	Iteration 51Q: 3 clusters Score -341967.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -341994.250000 Penalty: 3920.916016
	Iteration 52Q: 3 clusters Score -341994.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -342020.593750 Penalty: 3920.916016
	Iteration 53Q: 3 clusters Score -342020.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -342040.562500 Penalty: 3920.916016
	Iteration 54Q: 3 clusters Score -342040.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -342061.281250 Penalty: 3920.916016
	Iteration 55Q: 3 clusters Score -342061.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -342072.062500 Penalty: 3920.916016
	Iteration 56Q: 3 clusters Score -342072.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -342076.750000 Penalty: 3920.916016
	Iteration 57Q: 3 clusters Score -342076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -342079.187500 Penalty: 3920.916016
	Iteration 58Q: 3 clusters Score -342079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -342079.468750 Penalty: 3920.916016
	Iteration 59Q: 3 clusters Score -342079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -342083.406250 Penalty: 3920.916016
	Iteration 60F: 3 clusters Score -342083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -342090.406250 Penalty: 3920.916016
	Iteration 61Q: 3 clusters Score -342090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -342099.656250 Penalty: 3920.916016
	Iteration 62Q: 3 clusters Score -342099.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -342105.500000 Penalty: 3920.916016
	Iteration 63Q: 3 clusters Score -342105.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -342110.375000 Penalty: 3920.916016
	Iteration 64Q: 3 clusters Score -342110.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -342117.000000 Penalty: 3920.916016
	Iteration 65Q: 3 clusters Score -342117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -342119.125000 Penalty: 3920.916016
	Iteration 66Q: 3 clusters Score -342119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -342123.843750 Penalty: 3920.916016
	Iteration 67Q: 3 clusters Score -342123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -342135.843750 Penalty: 3920.916016
	Iteration 68Q: 3 clusters Score -342135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -342143.718750 Penalty: 3920.916016
	Iteration 69Q: 3 clusters Score -342143.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -342151.625000 Penalty: 3920.916016
	Iteration 70Q: 3 clusters Score -342151.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -342157.718750 Penalty: 3920.916016
	Iteration 71Q: 3 clusters Score -342157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -342158.437500 Penalty: 3920.916016
	Iteration 72Q: 3 clusters Score -342158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -342159.343750 Penalty: 3920.916016
	Iteration 73Q: 3 clusters Score -342159.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -342159.843750 Penalty: 3920.916016
	Iteration 74Q: 3 clusters Score -342159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -342159.843750 Penalty: 3920.916016
	Iteration 75F: 3 clusters Score -342159.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -324226.531250 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -324226.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -321250.562500 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -321250.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -321836.437500 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -321836.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -321979.875000 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -321979.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -322046.093750 Penalty: 3885.465576
	Iteration 3Q: 3 clusters Score -322046.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -322090.343750 Penalty: 3885.465576
	Iteration 4Q: 3 clusters Score -322090.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -322125.187500 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -322125.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -322154.000000 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -322154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -322184.031250 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -322184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -322213.937500 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -322213.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -322242.250000 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -322242.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -322267.625000 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -322267.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -322298.500000 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -322298.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -322332.656250 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -322332.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -322365.906250 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -322365.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -322412.968750 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -322413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -322469.500000 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -322469.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -322544.500000 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -322544.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -322631.125000 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -322631.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -322727.625000 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -322727.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -322805.218750 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -322805.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -322883.156250 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -322883.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -322967.250000 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -322967.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -323046.937500 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -323046.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -323170.093750 Penalty: 3885.465576
	Iteration 23Q: 3 clusters Score -323170.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -323274.562500 Penalty: 3885.465576
	Iteration 24Q: 3 clusters Score -323274.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -323319.843750 Penalty: 3885.465576
	Iteration 25Q: 3 clusters Score -323319.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -323341.406250 Penalty: 3885.465576
	Iteration 26Q: 3 clusters Score -323341.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -323351.468750 Penalty: 3885.465576
	Iteration 27Q: 3 clusters Score -323351.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -323355.468750 Penalty: 3885.465576
	Iteration 28Q: 3 clusters Score -323355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -323357.500000 Penalty: 3885.465576
	Iteration 29Q: 3 clusters Score -323357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -323359.500000 Penalty: 3885.465576
	Iteration 30Q: 3 clusters Score -323359.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -323360.125000 Penalty: 3885.465576
	Iteration 31Q: 3 clusters Score -323360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -323360.125000 Penalty: 3885.465576
	Iteration 32F: 3 clusters Score -323360.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Entering Unmasked Estep 
Score: -3874186.250000 Penalty: 2544.134277
	Iteration 0F: 2 clusters Score -3874186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3854587.000000 Penalty: 5088.268555
	Iteration 0F: 3 clusters Score -3854587 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3862210.000000 Penalty: 5088.268555
	Iteration 1F: 3 clusters Score -3862210 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3863419.000000 Penalty: 5088.268555
	Iteration 2F: 3 clusters Score -3863419 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3864714.000000 Penalty: 5088.268555
	Iteration 3F: 3 clusters Score -3864714 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3866135.500000 Penalty: 5088.268555
	Iteration 4F: 3 clusters Score -3866136 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3867597.000000 Penalty: 5088.268555
	Iteration 5F: 3 clusters Score -3867597 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3868930.000000 Penalty: 5088.268555
	Iteration 6F: 3 clusters Score -3868930 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3870054.500000 Penalty: 5088.268555
	Iteration 7F: 3 clusters Score -3870054 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3870861.500000 Penalty: 5088.268555
	Iteration 8Q: 3 clusters Score -3870862 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3871499.000000 Penalty: 5088.268555
	Iteration 9Q: 3 clusters Score -3871499 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3872029.500000 Penalty: 5088.268555
	Iteration 10Q: 3 clusters Score -3872030 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3872441.000000 Penalty: 5088.268555
	Iteration 11Q: 3 clusters Score -3872441 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3872797.750000 Penalty: 5088.268555
	Iteration 12Q: 3 clusters Score -3872798 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3873029.000000 Penalty: 5088.268555
	Iteration 13Q: 3 clusters Score -3873029 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3873204.500000 Penalty: 5088.268555
	Iteration 14Q: 3 clusters Score -3873204 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3873365.500000 Penalty: 5088.268555
	Iteration 15Q: 3 clusters Score -3873366 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3873472.500000 Penalty: 5088.268555
	Iteration 16Q: 3 clusters Score -3873472 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3873543.250000 Penalty: 5088.268555
	Iteration 17Q: 3 clusters Score -3873543 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3873597.000000 Penalty: 5088.268555
	Iteration 18Q: 3 clusters Score -3873597 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3873641.750000 Penalty: 5088.268555
	Iteration 19Q: 3 clusters Score -3873642 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3873681.000000 Penalty: 5088.268555
	Iteration 20F: 3 clusters Score -3873681 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3873722.000000 Penalty: 5088.268555
	Iteration 21Q: 3 clusters Score -3873722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3873755.250000 Penalty: 5088.268555
	Iteration 22Q: 3 clusters Score -3873755 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3873779.750000 Penalty: 5088.268555
	Iteration 23Q: 3 clusters Score -3873780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3873794.500000 Penalty: 5088.268555
	Iteration 24Q: 3 clusters Score -3873794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3873805.500000 Penalty: 5088.268555
	Iteration 25Q: 3 clusters Score -3873806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3873824.500000 Penalty: 5088.268555
	Iteration 26Q: 3 clusters Score -3873824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3873833.250000 Penalty: 5088.268555
	Iteration 27Q: 3 clusters Score -3873833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3873839.500000 Penalty: 5088.268555
	Iteration 28Q: 3 clusters Score -3873840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3873838.250000 Penalty: 5088.268555
	Iteration 29Q: 3 clusters Score -3873838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3873847.750000 Penalty: 5088.268555
	Iteration 30Q: 3 clusters Score -3873848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3873848.000000 Penalty: 5088.268555
	Iteration 31Q: 3 clusters Score -3873848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3873850.250000 Penalty: 5088.268555
	Iteration 32Q: 3 clusters Score -3873850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3873848.750000 Penalty: 5088.268555
	Iteration 33Q: 3 clusters Score -3873849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3873846.750000 Penalty: 5088.268555
	Iteration 34Q: 3 clusters Score -3873847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3873847.750000 Penalty: 5088.268555
	Iteration 35Q: 3 clusters Score -3873848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3873847.000000 Penalty: 5088.268555
	Iteration 36Q: 3 clusters Score -3873847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3873846.250000 Penalty: 5088.268555
	Iteration 37Q: 3 clusters Score -3873846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3873843.250000 Penalty: 5088.268555
	Iteration 38Q: 3 clusters Score -3873843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3873842.000000 Penalty: 5088.268555
	Iteration 39Q: 3 clusters Score -3873842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3873841.500000 Penalty: 5088.268555
	Iteration 40F: 3 clusters Score -3873842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3873842.000000 Penalty: 5088.268555
	Iteration 41Q: 3 clusters Score -3873842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3873842.500000 Penalty: 5088.268555
	Iteration 42Q: 3 clusters Score -3873842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3873841.250000 Penalty: 5088.268555
	Iteration 43Q: 3 clusters Score -3873841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3873841.250000 Penalty: 5088.268555
	Iteration 44F: 3 clusters Score -3873841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Entering Unmasked Estep 
Score: -3568475.000000 Penalty: 2528.711914
	Iteration 0F: 2 clusters Score -3568475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3549783.000000 Penalty: 5057.423828
	Iteration 0F: 3 clusters Score -3549783 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3556376.500000 Penalty: 5057.423828
	Iteration 1F: 3 clusters Score -3556376 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3556809.750000 Penalty: 5057.423828
	Iteration 2Q: 3 clusters Score -3556810 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3557274.750000 Penalty: 5057.423828
	Iteration 3Q: 3 clusters Score -3557275 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3557748.250000 Penalty: 5057.423828
	Iteration 4Q: 3 clusters Score -3557748 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3558369.000000 Penalty: 5057.423828
	Iteration 5Q: 3 clusters Score -3558369 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3559127.500000 Penalty: 5057.423828
	Iteration 6F: 3 clusters Score -3559128 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3559991.250000 Penalty: 5057.423828
	Iteration 7F: 3 clusters Score -3559991 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3560945.750000 Penalty: 5057.423828
	Iteration 8F: 3 clusters Score -3560946 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3562018.000000 Penalty: 5057.423828
	Iteration 9F: 3 clusters Score -3562018 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -3562978.000000 Penalty: 5057.423828
	Iteration 10F: 3 clusters Score -3562978 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3563837.750000 Penalty: 5057.423828
	Iteration 11Q: 3 clusters Score -3563838 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3564527.000000 Penalty: 5057.423828
	Iteration 12Q: 3 clusters Score -3564527 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3565052.250000 Penalty: 5057.423828
	Iteration 13Q: 3 clusters Score -3565052 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3565435.750000 Penalty: 5057.423828
	Iteration 14Q: 3 clusters Score -3565436 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3565735.500000 Penalty: 5057.423828
	Iteration 15Q: 3 clusters Score -3565736 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3566008.250000 Penalty: 5057.423828
	Iteration 16Q: 3 clusters Score -3566008 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3566219.250000 Penalty: 5057.423828
	Iteration 17Q: 3 clusters Score -3566219 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3566387.500000 Penalty: 5057.423828
	Iteration 18Q: 3 clusters Score -3566388 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3566472.750000 Penalty: 5057.423828
	Iteration 19Q: 3 clusters Score -3566473 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3566529.250000 Penalty: 5057.423828
	Iteration 20F: 3 clusters Score -3566529 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3566570.250000 Penalty: 5057.423828
	Iteration 21Q: 3 clusters Score -3566570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3566606.000000 Penalty: 5057.423828
	Iteration 22Q: 3 clusters Score -3566606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3566625.250000 Penalty: 5057.423828
	Iteration 23Q: 3 clusters Score -3566625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3566629.500000 Penalty: 5057.423828
	Iteration 24Q: 3 clusters Score -3566630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3566636.250000 Penalty: 5057.423828
	Iteration 25Q: 3 clusters Score -3566636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3566645.250000 Penalty: 5057.423828
	Iteration 26Q: 3 clusters Score -3566645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3566654.000000 Penalty: 5057.423828
	Iteration 27Q: 3 clusters Score -3566654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3566654.000000 Penalty: 5057.423828
	Iteration 28Q: 3 clusters Score -3566654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3566657.000000 Penalty: 5057.423828
	Iteration 29Q: 3 clusters Score -3566657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3566657.250000 Penalty: 5057.423828
	Iteration 30Q: 3 clusters Score -3566657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3566656.500000 Penalty: 5057.423828
	Iteration 31Q: 3 clusters Score -3566656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3566661.250000 Penalty: 5057.423828
	Iteration 32Q: 3 clusters Score -3566661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3566663.500000 Penalty: 5057.423828
	Iteration 33Q: 3 clusters Score -3566664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3566665.000000 Penalty: 5057.423828
	Iteration 34Q: 3 clusters Score -3566665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3566659.500000 Penalty: 5057.423828
	Iteration 35Q: 3 clusters Score -3566660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3566661.500000 Penalty: 5057.423828
	Iteration 36Q: 3 clusters Score -3566662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3566665.750000 Penalty: 5057.423828
	Iteration 37Q: 3 clusters Score -3566666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -3566666.000000 Penalty: 5057.423828
	Iteration 38Q: 3 clusters Score -3566666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3566671.250000 Penalty: 5057.423828
	Iteration 39Q: 3 clusters Score -3566671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3566678.000000 Penalty: 5057.423828
	Iteration 40F: 3 clusters Score -3566678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3566681.500000 Penalty: 5057.423828
	Iteration 41Q: 3 clusters Score -3566682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3566687.000000 Penalty: 5057.423828
	Iteration 42Q: 3 clusters Score -3566687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3566685.500000 Penalty: 5057.423828
	Iteration 43Q: 3 clusters Score -3566686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3566690.250000 Penalty: 5057.423828
	Iteration 44Q: 3 clusters Score -3566690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3566692.000000 Penalty: 5057.423828
	Iteration 45Q: 3 clusters Score -3566692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3566692.000000 Penalty: 5057.423828
	Iteration 46F: 3 clusters Score -3566692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -425163.312500 Penalty: 1988.700684
	Iteration 0F: 2 clusters Score -425163.3 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 1514 members 
Entering Unmasked Estep 
Score: -421862.406250 Penalty: 3977.401367
	Iteration 0F: 3 clusters Score -421862.4 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -422496.625000 Penalty: 3977.401367
	Iteration 1F: 3 clusters Score -422496.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -422642.625000 Penalty: 3977.401367
	Iteration 2F: 3 clusters Score -422642.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -422715.906250 Penalty: 3977.401367
	Iteration 3Q: 3 clusters Score -422715.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -422769.843750 Penalty: 3977.401367
	Iteration 4Q: 3 clusters Score -422769.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -422807.125000 Penalty: 3977.401367
	Iteration 5Q: 3 clusters Score -422807.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -422838.437500 Penalty: 3977.401367
	Iteration 6Q: 3 clusters Score -422838.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -422850.687500 Penalty: 3977.401367
	Iteration 7Q: 3 clusters Score -422850.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -422866.000000 Penalty: 3977.401367
	Iteration 8Q: 3 clusters Score -422866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -422876.312500 Penalty: 3977.401367
	Iteration 9Q: 3 clusters Score -422876.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -422884.250000 Penalty: 3977.401367
	Iteration 10Q: 3 clusters Score -422884.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -422889.812500 Penalty: 3977.401367
	Iteration 11Q: 3 clusters Score -422889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -422892.156250 Penalty: 3977.401367
	Iteration 12Q: 3 clusters Score -422892.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -422894.718750 Penalty: 3977.401367
	Iteration 13Q: 3 clusters Score -422894.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -422897.625000 Penalty: 3977.401367
	Iteration 14Q: 3 clusters Score -422897.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -422902.625000 Penalty: 3977.401367
	Iteration 15Q: 3 clusters Score -422902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -422906.875000 Penalty: 3977.401367
	Iteration 16Q: 3 clusters Score -422906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -422909.625000 Penalty: 3977.401367
	Iteration 17Q: 3 clusters Score -422909.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -422913.312500 Penalty: 3977.401367
	Iteration 18Q: 3 clusters Score -422913.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -422914.875000 Penalty: 3977.401367
	Iteration 19Q: 3 clusters Score -422914.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -422919.218750 Penalty: 3977.401367
	Iteration 20F: 3 clusters Score -422919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -422920.187500 Penalty: 3977.401367
	Iteration 21Q: 3 clusters Score -422920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -422919.281250 Penalty: 3977.401367
	Iteration 22Q: 3 clusters Score -422919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -422919.906250 Penalty: 3977.401367
	Iteration 23Q: 3 clusters Score -422919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -422920.406250 Penalty: 3977.401367
	Iteration 24Q: 3 clusters Score -422920.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -422920.406250 Penalty: 3977.401367
	Iteration 25F: 3 clusters Score -422920.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -196495.078125 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -196495.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -194186.015625 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -194186 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -194554.687500 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -194554.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -194661.109375 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -194661.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -194728.718750 Penalty: 3622.706055
	Iteration 3Q: 3 clusters Score -194728.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -194783.750000 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -194783.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -194824.562500 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -194824.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -194862.406250 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -194862.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -194898.859375 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -194898.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -194923.000000 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -194923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -194947.796875 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -194947.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -194970.203125 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -194970.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -194986.187500 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -194986.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -194999.406250 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -194999.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -195005.125000 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -195005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -195007.406250 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -195007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -195010.234375 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -195010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -195012.781250 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -195012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -195016.218750 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -195016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195018.890625 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -195018.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195023.390625 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -195023.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195026.578125 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -195026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195028.031250 Penalty: 3622.706055
	Iteration 21Q: 3 clusters Score -195028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195030.703125 Penalty: 3622.706055
	Iteration 22Q: 3 clusters Score -195030.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195035.484375 Penalty: 3622.706055
	Iteration 23Q: 3 clusters Score -195035.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195035.484375 Penalty: 3622.706055
	Iteration 24F: 3 clusters Score -195035.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Entering Unmasked Estep 
Score: -5759481.000000 Penalty: 2652.609131
	Iteration 0F: 2 clusters Score -5759481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -5729599.000000 Penalty: 5305.218262
	Iteration 0F: 3 clusters Score -5729599 nChanged 20442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -5740771.000000 Penalty: 5305.218262
	Iteration 1F: 3 clusters Score -5740771 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -5741270.500000 Penalty: 5305.218262
	Iteration 2Q: 3 clusters Score -5741270 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -5741763.000000 Penalty: 5305.218262
	Iteration 3Q: 3 clusters Score -5741763 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -5742369.000000 Penalty: 5305.218262
	Iteration 4Q: 3 clusters Score -5742369 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -5743126.000000 Penalty: 5305.218262
	Iteration 5Q: 3 clusters Score -5743126 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -5744272.000000 Penalty: 5305.218262
	Iteration 6F: 3 clusters Score -5744272 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -5745970.000000 Penalty: 5305.218262
	Iteration 7F: 3 clusters Score -5745970 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -5748113.500000 Penalty: 5305.218262
	Iteration 8F: 3 clusters Score -5748114 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -5750471.500000 Penalty: 5305.218262
	Iteration 9F: 3 clusters Score -5750472 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -5752575.000000 Penalty: 5305.218262
	Iteration 10F: 3 clusters Score -5752575 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5754251.500000 Penalty: 5305.218262
	Iteration 11Q: 3 clusters Score -5754252 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5755462.500000 Penalty: 5305.218262
	Iteration 12Q: 3 clusters Score -5755462 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5756254.000000 Penalty: 5305.218262
	Iteration 13Q: 3 clusters Score -5756254 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5756684.500000 Penalty: 5305.218262
	Iteration 14Q: 3 clusters Score -5756684 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5756937.500000 Penalty: 5305.218262
	Iteration 15Q: 3 clusters Score -5756938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5757076.000000 Penalty: 5305.218262
	Iteration 16Q: 3 clusters Score -5757076 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5757194.000000 Penalty: 5305.218262
	Iteration 17Q: 3 clusters Score -5757194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5757297.000000 Penalty: 5305.218262
	Iteration 18Q: 3 clusters Score -5757297 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5757371.000000 Penalty: 5305.218262
	Iteration 19Q: 3 clusters Score -5757371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5757417.500000 Penalty: 5305.218262
	Iteration 20F: 3 clusters Score -5757418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5757484.000000 Penalty: 5305.218262
	Iteration 21Q: 3 clusters Score -5757484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5757511.500000 Penalty: 5305.218262
	Iteration 22Q: 3 clusters Score -5757512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5757572.000000 Penalty: 5305.218262
	Iteration 23Q: 3 clusters Score -5757572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5757606.500000 Penalty: 5305.218262
	Iteration 24Q: 3 clusters Score -5757606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5757617.500000 Penalty: 5305.218262
	Iteration 25Q: 3 clusters Score -5757618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5757633.500000 Penalty: 5305.218262
	Iteration 26Q: 3 clusters Score -5757634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5757647.500000 Penalty: 5305.218262
	Iteration 27Q: 3 clusters Score -5757648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5757649.000000 Penalty: 5305.218262
	Iteration 28Q: 3 clusters Score -5757649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5757641.000000 Penalty: 5305.218262
	Iteration 29Q: 3 clusters Score -5757641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5757653.000000 Penalty: 5305.218262
	Iteration 30Q: 3 clusters Score -5757653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5757650.000000 Penalty: 5305.218262
	Iteration 31Q: 3 clusters Score -5757650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5757663.000000 Penalty: 5305.218262
	Iteration 32Q: 3 clusters Score -5757663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5757664.000000 Penalty: 5305.218262
	Iteration 33Q: 3 clusters Score -5757664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5757664.500000 Penalty: 5305.218262
	Iteration 34Q: 3 clusters Score -5757664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5757678.000000 Penalty: 5305.218262
	Iteration 35Q: 3 clusters Score -5757678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5757676.500000 Penalty: 5305.218262
	Iteration 36Q: 3 clusters Score -5757676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5757673.500000 Penalty: 5305.218262
	Iteration 37Q: 3 clusters Score -5757674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5757686.000000 Penalty: 5305.218262
	Iteration 38Q: 3 clusters Score -5757686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5757692.000000 Penalty: 5305.218262
	Iteration 39Q: 3 clusters Score -5757692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5757700.500000 Penalty: 5305.218262
	Iteration 40F: 3 clusters Score -5757700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5757697.000000 Penalty: 5305.218262
	Iteration 41Q: 3 clusters Score -5757697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5757701.000000 Penalty: 5305.218262
	Iteration 42Q: 3 clusters Score -5757701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5757704.500000 Penalty: 5305.218262
	Iteration 43Q: 3 clusters Score -5757704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5757708.000000 Penalty: 5305.218262
	Iteration 44Q: 3 clusters Score -5757708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5757709.500000 Penalty: 5305.218262
	Iteration 45Q: 3 clusters Score -5757710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5757714.000000 Penalty: 5305.218262
	Iteration 46Q: 3 clusters Score -5757714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5757717.000000 Penalty: 5305.218262
	Iteration 47Q: 3 clusters Score -5757717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5757717.000000 Penalty: 5305.218262
	Iteration 48Q: 3 clusters Score -5757717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5757713.000000 Penalty: 5305.218262
	Iteration 49Q: 3 clusters Score -5757713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5757708.000000 Penalty: 5305.218262
	Iteration 50Q: 3 clusters Score -5757708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5757707.000000 Penalty: 5305.218262
	Iteration 51Q: 3 clusters Score -5757707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5757709.000000 Penalty: 5305.218262
	Iteration 52Q: 3 clusters Score -5757709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5757711.500000 Penalty: 5305.218262
	Iteration 53Q: 3 clusters Score -5757712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5757711.500000 Penalty: 5305.218262
	Iteration 54F: 3 clusters Score -5757712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -362364.468750 Penalty: 1979.977661
	Iteration 0F: 2 clusters Score -362364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -359182.468750 Penalty: 3959.955322
	Iteration 0F: 3 clusters Score -359182.5 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -359886.625000 Penalty: 3959.955322
	Iteration 1F: 3 clusters Score -359886.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -360112.281250 Penalty: 3959.955322
	Iteration 2F: 3 clusters Score -360112.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -360287.156250 Penalty: 3959.955322
	Iteration 3F: 3 clusters Score -360287.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -360432.281250 Penalty: 3959.955322
	Iteration 4Q: 3 clusters Score -360432.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -360553.625000 Penalty: 3959.955322
	Iteration 5Q: 3 clusters Score -360553.6 nChanged 100
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: -360655.031250 Penalty: 3959.955322
	Iteration 6Q: 3 clusters Score -360655 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -360743.781250 Penalty: 3959.955322
	Iteration 7Q: 3 clusters Score -360743.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -360797.187500 Penalty: 3959.955322
	Iteration 8Q: 3 clusters Score -360797.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -360845.125000 Penalty: 3959.955322
	Iteration 9Q: 3 clusters Score -360845.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -360880.968750 Penalty: 3959.955322
	Iteration 10Q: 3 clusters Score -360881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -360914.468750 Penalty: 3959.955322
	Iteration 11Q: 3 clusters Score -360914.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -360939.687500 Penalty: 3959.955322
	Iteration 12Q: 3 clusters Score -360939.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -360965.500000 Penalty: 3959.955322
	Iteration 13Q: 3 clusters Score -360965.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -360987.093750 Penalty: 3959.955322
	Iteration 14Q: 3 clusters Score -360987.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -361004.187500 Penalty: 3959.955322
	Iteration 15Q: 3 clusters Score -361004.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -361034.281250 Penalty: 3959.955322
	Iteration 16Q: 3 clusters Score -361034.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -361060.312500 Penalty: 3959.955322
	Iteration 17Q: 3 clusters Score -361060.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -361079.812500 Penalty: 3959.955322
	Iteration 18Q: 3 clusters Score -361079.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -361092.000000 Penalty: 3959.955322
	Iteration 19Q: 3 clusters Score -361092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -361104.375000 Penalty: 3959.955322
	Iteration 20F: 3 clusters Score -361104.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -361118.406250 Penalty: 3959.955322
	Iteration 21Q: 3 clusters Score -361118.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -361129.531250 Penalty: 3959.955322
	Iteration 22Q: 3 clusters Score -361129.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -361140.968750 Penalty: 3959.955322
	Iteration 23Q: 3 clusters Score -361141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -361154.000000 Penalty: 3959.955322
	Iteration 24Q: 3 clusters Score -361154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -361161.781250 Penalty: 3959.955322
	Iteration 25Q: 3 clusters Score -361161.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -361168.656250 Penalty: 3959.955322
	Iteration 26Q: 3 clusters Score -361168.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -361175.750000 Penalty: 3959.955322
	Iteration 27Q: 3 clusters Score -361175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -361181.656250 Penalty: 3959.955322
	Iteration 28Q: 3 clusters Score -361181.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -361187.531250 Penalty: 3959.955322
	Iteration 29Q: 3 clusters Score -361187.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -361194.312500 Penalty: 3959.955322
	Iteration 30Q: 3 clusters Score -361194.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -361199.062500 Penalty: 3959.955322
	Iteration 31Q: 3 clusters Score -361199.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -361205.687500 Penalty: 3959.955322
	Iteration 32Q: 3 clusters Score -361205.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -361210.750000 Penalty: 3959.955322
	Iteration 33Q: 3 clusters Score -361210.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -361217.718750 Penalty: 3959.955322
	Iteration 34Q: 3 clusters Score -361217.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -361225.812500 Penalty: 3959.955322
	Iteration 35Q: 3 clusters Score -361225.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -361231.718750 Penalty: 3959.955322
	Iteration 36Q: 3 clusters Score -361231.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -361239.843750 Penalty: 3959.955322
	Iteration 37Q: 3 clusters Score -361239.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -361250.093750 Penalty: 3959.955322
	Iteration 38Q: 3 clusters Score -361250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -361258.906250 Penalty: 3959.955322
	Iteration 39Q: 3 clusters Score -361258.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -361269.375000 Penalty: 3959.955322
	Iteration 40F: 3 clusters Score -361269.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -361274.250000 Penalty: 3959.955322
	Iteration 41Q: 3 clusters Score -361274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -361280.781250 Penalty: 3959.955322
	Iteration 42Q: 3 clusters Score -361280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -361286.875000 Penalty: 3959.955322
	Iteration 43Q: 3 clusters Score -361286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -361294.750000 Penalty: 3959.955322
	Iteration 44Q: 3 clusters Score -361294.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -361298.500000 Penalty: 3959.955322
	Iteration 45Q: 3 clusters Score -361298.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -361302.656250 Penalty: 3959.955322
	Iteration 46Q: 3 clusters Score -361302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -361307.437500 Penalty: 3959.955322
	Iteration 47Q: 3 clusters Score -361307.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -361317.250000 Penalty: 3959.955322
	Iteration 48Q: 3 clusters Score -361317.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -361321.093750 Penalty: 3959.955322
	Iteration 49Q: 3 clusters Score -361321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -361323.281250 Penalty: 3959.955322
	Iteration 50Q: 3 clusters Score -361323.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -361325.093750 Penalty: 3959.955322
	Iteration 51Q: 3 clusters Score -361325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -361326.156250 Penalty: 3959.955322
	Iteration 52Q: 3 clusters Score -361326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -361327.656250 Penalty: 3959.955322
	Iteration 53Q: 3 clusters Score -361327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -361328.656250 Penalty: 3959.955322
	Iteration 54Q: 3 clusters Score -361328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -361328.343750 Penalty: 3959.955322
	Iteration 55Q: 3 clusters Score -361328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -361329.468750 Penalty: 3959.955322
	Iteration 56Q: 3 clusters Score -361329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -361329.468750 Penalty: 3959.955322
	Iteration 57F: 3 clusters Score -361329.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (194007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194007 members 
Entering Unmasked Estep 
Score: -25957886.000000 Penalty: 3019.561035
	Iteration 0F: 2 clusters Score -2.595789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -25834680.000000 Penalty: 6039.122070
	Iteration 0F: 3 clusters Score -2.583468e+07 nChanged 93405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -25888734.000000 Penalty: 6039.122070
	Iteration 1F: 3 clusters Score -2.588873e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 95358 members 
Entering Unmasked Estep 
Score: -25889678.000000 Penalty: 6039.122070
	Iteration 2Q: 3 clusters Score -2.588968e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -25890560.000000 Penalty: 6039.122070
	Iteration 3Q: 3 clusters Score -2.589056e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Mstep: Class 2 contains 92053 members 
Entering Unmasked Estep 
Score: -25891606.000000 Penalty: 6039.122070
	Iteration 4Q: 3 clusters Score -2.589161e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -25892968.000000 Penalty: 6039.122070
	Iteration 5Q: 3 clusters Score -2.589297e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -25895202.000000 Penalty: 6039.122070
	Iteration 6Q: 3 clusters Score -2.58952e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116939 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -25898438.000000 Penalty: 6039.122070
	Iteration 7Q: 3 clusters Score -2.589844e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126921 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -25904178.000000 Penalty: 6039.122070
	Iteration 8F: 3 clusters Score -2.590418e+07 nChanged 13499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140324 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -25913732.000000 Penalty: 6039.122070
	Iteration 9F: 3 clusters Score -2.591373e+07 nChanged 15814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156116 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -25926742.000000 Penalty: 6039.122070
	Iteration 10F: 3 clusters Score -2.592674e+07 nChanged 15265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171379 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -25938840.000000 Penalty: 6039.122070
	Iteration 11F: 3 clusters Score -2.593884e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182617 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -25947134.000000 Penalty: 6039.122070
	Iteration 12F: 3 clusters Score -2.594713e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189185 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -25951662.000000 Penalty: 6039.122070
	Iteration 13Q: 3 clusters Score -2.595166e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192052 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -25953680.000000 Penalty: 6039.122070
	Iteration 14Q: 3 clusters Score -2.595368e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193126 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -25954484.000000 Penalty: 6039.122070
	Iteration 15Q: 3 clusters Score -2.595448e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193460 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -25954836.000000 Penalty: 6039.122070
	Iteration 16Q: 3 clusters Score -2.595484e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193592 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -25954974.000000 Penalty: 6039.122070
	Iteration 17Q: 3 clusters Score -2.595497e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193654 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -25955088.000000 Penalty: 6039.122070
	Iteration 18Q: 3 clusters Score -2.595509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193688 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25955154.000000 Penalty: 6039.122070
	Iteration 19Q: 3 clusters Score -2.595515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25955178.000000 Penalty: 6039.122070
	Iteration 20F: 3 clusters Score -2.595518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193716 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25955204.000000 Penalty: 6039.122070
	Iteration 21Q: 3 clusters Score -2.59552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193720 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25955208.000000 Penalty: 6039.122070
	Iteration 22Q: 3 clusters Score -2.595521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193721 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25955208.000000 Penalty: 6039.122070
	Iteration 23Q: 3 clusters Score -2.595521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193725 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25955212.000000 Penalty: 6039.122070
	Iteration 24Q: 3 clusters Score -2.595521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193727 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25955222.000000 Penalty: 6039.122070
	Iteration 25Q: 3 clusters Score -2.595522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193730 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25955230.000000 Penalty: 6039.122070
	Iteration 26Q: 3 clusters Score -2.595523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193731 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25955222.000000 Penalty: 6039.122070
	Iteration 27Q: 3 clusters Score -2.595522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193732 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25955224.000000 Penalty: 6039.122070
	Iteration 28Q: 3 clusters Score -2.595522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193733 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25955224.000000 Penalty: 6039.122070
	Iteration 29Q: 3 clusters Score -2.595522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193733 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25955224.000000 Penalty: 6039.122070
	Iteration 30F: 3 clusters Score -2.595522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Entering Unmasked Estep 
Score: -4324577.000000 Penalty: 2571.343750
	Iteration 0F: 2 clusters Score -4324577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4302817.500000 Penalty: 5142.687500
	Iteration 0F: 3 clusters Score -4302818 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4310489.000000 Penalty: 5142.687500
	Iteration 1F: 3 clusters Score -4310489 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4310873.500000 Penalty: 5142.687500
	Iteration 2Q: 3 clusters Score -4310874 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4311219.000000 Penalty: 5142.687500
	Iteration 3Q: 3 clusters Score -4311219 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4311511.000000 Penalty: 5142.687500
	Iteration 4Q: 3 clusters Score -4311511 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -4311823.000000 Penalty: 5142.687500
	Iteration 5Q: 3 clusters Score -4311823 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4312232.500000 Penalty: 5142.687500
	Iteration 6Q: 3 clusters Score -4312232 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -4312767.000000 Penalty: 5142.687500
	Iteration 7Q: 3 clusters Score -4312767 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -4313467.500000 Penalty: 5142.687500
	Iteration 8Q: 3 clusters Score -4313468 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -4314514.000000 Penalty: 5142.687500
	Iteration 9F: 3 clusters Score -4314514 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -4315962.000000 Penalty: 5142.687500
	Iteration 10F: 3 clusters Score -4315962 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4317652.500000 Penalty: 5142.687500
	Iteration 11F: 3 clusters Score -4317652 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4319292.000000 Penalty: 5142.687500
	Iteration 12F: 3 clusters Score -4319292 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4320561.500000 Penalty: 5142.687500
	Iteration 13Q: 3 clusters Score -4320562 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4321351.500000 Penalty: 5142.687500
	Iteration 14Q: 3 clusters Score -4321352 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4321771.000000 Penalty: 5142.687500
	Iteration 15Q: 3 clusters Score -4321771 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4321978.500000 Penalty: 5142.687500
	Iteration 16Q: 3 clusters Score -4321978 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4322096.000000 Penalty: 5142.687500
	Iteration 17Q: 3 clusters Score -4322096 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4322178.000000 Penalty: 5142.687500
	Iteration 18Q: 3 clusters Score -4322178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4322234.000000 Penalty: 5142.687500
	Iteration 19Q: 3 clusters Score -4322234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4322263.000000 Penalty: 5142.687500
	Iteration 20F: 3 clusters Score -4322263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4322286.000000 Penalty: 5142.687500
	Iteration 21Q: 3 clusters Score -4322286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4322297.000000 Penalty: 5142.687500
	Iteration 22Q: 3 clusters Score -4322297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4322305.500000 Penalty: 5142.687500
	Iteration 23Q: 3 clusters Score -4322306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4322319.500000 Penalty: 5142.687500
	Iteration 24Q: 3 clusters Score -4322320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4322326.000000 Penalty: 5142.687500
	Iteration 25Q: 3 clusters Score -4322326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4322332.500000 Penalty: 5142.687500
	Iteration 26Q: 3 clusters Score -4322332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4322339.000000 Penalty: 5142.687500
	Iteration 27Q: 3 clusters Score -4322339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4322343.500000 Penalty: 5142.687500
	Iteration 28Q: 3 clusters Score -4322344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4322343.500000 Penalty: 5142.687500
	Iteration 29F: 3 clusters Score -4322344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (212298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212298 members 
Entering Unmasked Estep 
Score: -28413052.000000 Penalty: 3041.905029
	Iteration 0F: 2 clusters Score -2.841305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 106303 members 
Entering Unmasked Estep 
Score: -28278000.000000 Penalty: 6083.810059
	Iteration 0F: 3 clusters Score -2.8278e+07 nChanged 102310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103341 members 
Mstep: Class 2 contains 108957 members 
Entering Unmasked Estep 
Score: -28337784.000000 Penalty: 6083.810059
	Iteration 1F: 3 clusters Score -2.833778e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 110318 members 
Entering Unmasked Estep 
Score: -28338824.000000 Penalty: 6083.810059
	Iteration 2Q: 3 clusters Score -2.833882e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 112482 members 
Entering Unmasked Estep 
Score: -28339958.000000 Penalty: 6083.810059
	Iteration 3Q: 3 clusters Score -2.833996e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96490 members 
Mstep: Class 2 contains 115808 members 
Entering Unmasked Estep 
Score: -28341580.000000 Penalty: 6083.810059
	Iteration 4Q: 3 clusters Score -2.834158e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 120796 members 
Entering Unmasked Estep 
Score: -28343664.000000 Penalty: 6083.810059
	Iteration 5Q: 3 clusters Score -2.834366e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84184 members 
Mstep: Class 2 contains 128114 members 
Entering Unmasked Estep 
Score: -28347082.000000 Penalty: 6083.810059
	Iteration 6Q: 3 clusters Score -2.834708e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 138326 members 
Entering Unmasked Estep 
Score: -28353398.000000 Penalty: 6083.810059
	Iteration 7F: 3 clusters Score -2.83534e+07 nChanged 13881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 151569 members 
Entering Unmasked Estep 
Score: -28362962.000000 Penalty: 6083.810059
	Iteration 8F: 3 clusters Score -2.836296e+07 nChanged 15113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 166218 members 
Entering Unmasked Estep 
Score: -28374736.000000 Penalty: 6083.810059
	Iteration 9F: 3 clusters Score -2.837474e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 179253 members 
Entering Unmasked Estep 
Score: -28385644.000000 Penalty: 6083.810059
	Iteration 10F: 3 clusters Score -2.838564e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 188773 members 
Entering Unmasked Estep 
Score: -28393842.000000 Penalty: 6083.810059
	Iteration 11Q: 3 clusters Score -2.839384e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 195420 members 
Entering Unmasked Estep 
Score: -28399192.000000 Penalty: 6083.810059
	Iteration 12Q: 3 clusters Score -2.839919e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 200047 members 
Entering Unmasked Estep 
Score: -28402584.000000 Penalty: 6083.810059
	Iteration 13Q: 3 clusters Score -2.840258e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 203380 members 
Entering Unmasked Estep 
Score: -28404902.000000 Penalty: 6083.810059
	Iteration 14Q: 3 clusters Score -2.84049e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 205787 members 
Entering Unmasked Estep 
Score: -28406550.000000 Penalty: 6083.810059
	Iteration 15Q: 3 clusters Score -2.840655e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 207590 members 
Entering Unmasked Estep 
Score: -28407694.000000 Penalty: 6083.810059
	Iteration 16Q: 3 clusters Score -2.840769e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 208895 members 
Entering Unmasked Estep 
Score: -28408496.000000 Penalty: 6083.810059
	Iteration 17Q: 3 clusters Score -2.84085e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 209831 members 
Entering Unmasked Estep 
Score: -28409254.000000 Penalty: 6083.810059
	Iteration 18Q: 3 clusters Score -2.840925e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 210442 members 
Entering Unmasked Estep 
Score: -28409612.000000 Penalty: 6083.810059
	Iteration 19Q: 3 clusters Score -2.840961e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 210838 members 
Entering Unmasked Estep 
Score: -28409868.000000 Penalty: 6083.810059
	Iteration 20F: 3 clusters Score -2.840987e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 211064 members 
Entering Unmasked Estep 
Score: -28409994.000000 Penalty: 6083.810059
	Iteration 21Q: 3 clusters Score -2.840999e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 211216 members 
Entering Unmasked Estep 
Score: -28410068.000000 Penalty: 6083.810059
	Iteration 22Q: 3 clusters Score -2.841007e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 211308 members 
Entering Unmasked Estep 
Score: -28410138.000000 Penalty: 6083.810059
	Iteration 23Q: 3 clusters Score -2.841014e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 211390 members 
Entering Unmasked Estep 
Score: -28410198.000000 Penalty: 6083.810059
	Iteration 24Q: 3 clusters Score -2.84102e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 211455 members 
Entering Unmasked Estep 
Score: -28410190.000000 Penalty: 6083.810059
	Iteration 25Q: 3 clusters Score -2.841019e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 211490 members 
Entering Unmasked Estep 
Score: -28410234.000000 Penalty: 6083.810059
	Iteration 26Q: 3 clusters Score -2.841023e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 211522 members 
Entering Unmasked Estep 
Score: -28410262.000000 Penalty: 6083.810059
	Iteration 27Q: 3 clusters Score -2.841026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 211546 members 
Entering Unmasked Estep 
Score: -28410258.000000 Penalty: 6083.810059
	Iteration 28Q: 3 clusters Score -2.841026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 211564 members 
Entering Unmasked Estep 
Score: -28410278.000000 Penalty: 6083.810059
	Iteration 29Q: 3 clusters Score -2.841028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 211579 members 
Entering Unmasked Estep 
Score: -28410302.000000 Penalty: 6083.810059
	Iteration 30Q: 3 clusters Score -2.84103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 211586 members 
Entering Unmasked Estep 
Score: -28410308.000000 Penalty: 6083.810059
	Iteration 31Q: 3 clusters Score -2.841031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 211597 members 
Entering Unmasked Estep 
Score: -28410354.000000 Penalty: 6083.810059
	Iteration 32Q: 3 clusters Score -2.841035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 211606 members 
Entering Unmasked Estep 
Score: -28410366.000000 Penalty: 6083.810059
	Iteration 33Q: 3 clusters Score -2.841037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 211614 members 
Entering Unmasked Estep 
Score: -28410372.000000 Penalty: 6083.810059
	Iteration 34Q: 3 clusters Score -2.841037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 211619 members 
Entering Unmasked Estep 
Score: -28410368.000000 Penalty: 6083.810059
	Iteration 35Q: 3 clusters Score -2.841037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 211623 members 
Entering Unmasked Estep 
Score: -28410354.000000 Penalty: 6083.810059
	Iteration 36Q: 3 clusters Score -2.841035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 211627 members 
Entering Unmasked Estep 
Score: -28410384.000000 Penalty: 6083.810059
	Iteration 37Q: 3 clusters Score -2.841038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 211631 members 
Entering Unmasked Estep 
Score: -28410366.000000 Penalty: 6083.810059
	Iteration 38Q: 3 clusters Score -2.841037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 211634 members 
Entering Unmasked Estep 
Score: -28410340.000000 Penalty: 6083.810059
	Iteration 39Q: 3 clusters Score -2.841034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 211638 members 
Entering Unmasked Estep 
Score: -28410342.000000 Penalty: 6083.810059
	Iteration 40F: 3 clusters Score -2.841034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 211639 members 
Entering Unmasked Estep 
Score: -28410352.000000 Penalty: 6083.810059
	Iteration 41Q: 3 clusters Score -2.841035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 211639 members 
Entering Unmasked Estep 
Score: -28410352.000000 Penalty: 6083.810059
	Iteration 42F: 3 clusters Score -2.841035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -320990.031250 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -320990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -318039.625000 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -318039.6 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -318576.156250 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -318576.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -318713.500000 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -318713.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -318787.718750 Penalty: 3884.088135
	Iteration 3Q: 3 clusters Score -318787.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -318835.406250 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -318835.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -318869.187500 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -318869.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -318888.218750 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -318888.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -318905.125000 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -318905.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -318938.500000 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -318938.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -318971.156250 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -318971.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -319000.218750 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -319000.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -319018.687500 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -319018.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -319032.187500 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -319032.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -319044.781250 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -319044.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -319053.968750 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -319054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -319067.687500 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -319067.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -319081.937500 Penalty: 3884.088135
	Iteration 16Q: 3 clusters Score -319081.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -319090.406250 Penalty: 3884.088135
	Iteration 17Q: 3 clusters Score -319090.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -319099.593750 Penalty: 3884.088135
	Iteration 18Q: 3 clusters Score -319099.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -319107.031250 Penalty: 3884.088135
	Iteration 19Q: 3 clusters Score -319107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -319112.875000 Penalty: 3884.088135
	Iteration 20F: 3 clusters Score -319112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -319117.281250 Penalty: 3884.088135
	Iteration 21Q: 3 clusters Score -319117.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -319123.375000 Penalty: 3884.088135
	Iteration 22Q: 3 clusters Score -319123.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -319129.312500 Penalty: 3884.088135
	Iteration 23Q: 3 clusters Score -319129.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -319136.937500 Penalty: 3884.088135
	Iteration 24Q: 3 clusters Score -319136.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -319143.625000 Penalty: 3884.088135
	Iteration 25Q: 3 clusters Score -319143.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -319151.968750 Penalty: 3884.088135
	Iteration 26Q: 3 clusters Score -319152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -319157.562500 Penalty: 3884.088135
	Iteration 27Q: 3 clusters Score -319157.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -319160.156250 Penalty: 3884.088135
	Iteration 28Q: 3 clusters Score -319160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -319165.031250 Penalty: 3884.088135
	Iteration 29Q: 3 clusters Score -319165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -319170.843750 Penalty: 3884.088135
	Iteration 30Q: 3 clusters Score -319170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -319176.500000 Penalty: 3884.088135
	Iteration 31Q: 3 clusters Score -319176.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -319185.343750 Penalty: 3884.088135
	Iteration 32Q: 3 clusters Score -319185.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -319192.187500 Penalty: 3884.088135
	Iteration 33Q: 3 clusters Score -319192.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -319200.218750 Penalty: 3884.088135
	Iteration 34Q: 3 clusters Score -319200.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -319212.781250 Penalty: 3884.088135
	Iteration 35Q: 3 clusters Score -319212.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -319220.531250 Penalty: 3884.088135
	Iteration 36Q: 3 clusters Score -319220.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -319226.375000 Penalty: 3884.088135
	Iteration 37Q: 3 clusters Score -319226.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -319230.937500 Penalty: 3884.088135
	Iteration 38Q: 3 clusters Score -319230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -319236.812500 Penalty: 3884.088135
	Iteration 39Q: 3 clusters Score -319236.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -319244.562500 Penalty: 3884.088135
	Iteration 40F: 3 clusters Score -319244.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -319252.343750 Penalty: 3884.088135
	Iteration 41Q: 3 clusters Score -319252.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -319261.468750 Penalty: 3884.088135
	Iteration 42Q: 3 clusters Score -319261.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -319271.468750 Penalty: 3884.088135
	Iteration 43Q: 3 clusters Score -319271.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -319276.750000 Penalty: 3884.088135
	Iteration 44Q: 3 clusters Score -319276.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -319282.250000 Penalty: 3884.088135
	Iteration 45Q: 3 clusters Score -319282.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -319286.062500 Penalty: 3884.088135
	Iteration 46Q: 3 clusters Score -319286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -319289.812500 Penalty: 3884.088135
	Iteration 47Q: 3 clusters Score -319289.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -319293.343750 Penalty: 3884.088135
	Iteration 48Q: 3 clusters Score -319293.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -319296.312500 Penalty: 3884.088135
	Iteration 49Q: 3 clusters Score -319296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -319298.406250 Penalty: 3884.088135
	Iteration 50Q: 3 clusters Score -319298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -319301.125000 Penalty: 3884.088135
	Iteration 51Q: 3 clusters Score -319301.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -319304.687500 Penalty: 3884.088135
	Iteration 52Q: 3 clusters Score -319304.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -319307.812500 Penalty: 3884.088135
	Iteration 53Q: 3 clusters Score -319307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -319311.812500 Penalty: 3884.088135
	Iteration 54Q: 3 clusters Score -319311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -319315.906250 Penalty: 3884.088135
	Iteration 55Q: 3 clusters Score -319315.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -319321.218750 Penalty: 3884.088135
	Iteration 56Q: 3 clusters Score -319321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -319324.531250 Penalty: 3884.088135
	Iteration 57Q: 3 clusters Score -319324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -319328.718750 Penalty: 3884.088135
	Iteration 58Q: 3 clusters Score -319328.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -319333.656250 Penalty: 3884.088135
	Iteration 59Q: 3 clusters Score -319333.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -319339.718750 Penalty: 3884.088135
	Iteration 60F: 3 clusters Score -319339.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -319345.093750 Penalty: 3884.088135
	Iteration 61Q: 3 clusters Score -319345.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -319348.218750 Penalty: 3884.088135
	Iteration 62Q: 3 clusters Score -319348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -319349.750000 Penalty: 3884.088135
	Iteration 63Q: 3 clusters Score -319349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -319351.281250 Penalty: 3884.088135
	Iteration 64Q: 3 clusters Score -319351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -319352.843750 Penalty: 3884.088135
	Iteration 65Q: 3 clusters Score -319352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -319353.781250 Penalty: 3884.088135
	Iteration 66Q: 3 clusters Score -319353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -319354.687500 Penalty: 3884.088135
	Iteration 67Q: 3 clusters Score -319354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -319356.093750 Penalty: 3884.088135
	Iteration 68Q: 3 clusters Score -319356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -319356.406250 Penalty: 3884.088135
	Iteration 69Q: 3 clusters Score -319356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -319357.187500 Penalty: 3884.088135
	Iteration 70Q: 3 clusters Score -319357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -319360.312500 Penalty: 3884.088135
	Iteration 71Q: 3 clusters Score -319360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -319360.875000 Penalty: 3884.088135
	Iteration 72Q: 3 clusters Score -319360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -319361.437500 Penalty: 3884.088135
	Iteration 73Q: 3 clusters Score -319361.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -319361.437500 Penalty: 3884.088135
	Iteration 74F: 3 clusters Score -319361.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -112535.234375 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -112535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -110672.648438 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -110672.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110979.179688 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -110979.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111071.195312 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -111071.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111126.078125 Penalty: 3366.211670
	Iteration 3Q: 3 clusters Score -111126.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111193.781250 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -111193.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111269.687500 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -111269.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -111422.164062 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -111422.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111670.484375 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -111670.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111733.406250 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -111733.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111780.468750 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -111780.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111813.648438 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -111813.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -111852.648438 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -111852.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111878.195312 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -111878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111891.742188 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -111891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111903.843750 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -111903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -111917.992188 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -111918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -111920.632812 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -111920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111926.796875 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -111926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111936.359375 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -111936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -111948.148438 Penalty: 3366.211670
	Iteration 19Q: 3 clusters Score -111948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -111953.359375 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -111953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111956.609375 Penalty: 3366.211670
	Iteration 21Q: 3 clusters Score -111956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111958.945312 Penalty: 3366.211670
	Iteration 22Q: 3 clusters Score -111958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -111967.109375 Penalty: 3366.211670
	Iteration 23Q: 3 clusters Score -111967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111973.953125 Penalty: 3366.211670
	Iteration 24Q: 3 clusters Score -111974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -111980.648438 Penalty: 3366.211670
	Iteration 25Q: 3 clusters Score -111980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -111981.460938 Penalty: 3366.211670
	Iteration 26Q: 3 clusters Score -111981.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -111981.460938 Penalty: 3366.211670
	Iteration 27F: 3 clusters Score -111981.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170959 members 
Entering Unmasked Estep 
Score: -23064340.000000 Penalty: 2988.196289
	Iteration 0F: 2 clusters Score -2.306434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85374 members 
Mstep: Class 2 contains 85585 members 
Entering Unmasked Estep 
Score: -22953412.000000 Penalty: 5976.392578
	Iteration 0F: 3 clusters Score -2.295341e+07 nChanged 81889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -23001012.000000 Penalty: 5976.392578
	Iteration 1F: 3 clusters Score -2.300101e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -23001872.000000 Penalty: 5976.392578
	Iteration 2Q: 3 clusters Score -2.300187e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -23002596.000000 Penalty: 5976.392578
	Iteration 3Q: 3 clusters Score -2.30026e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 86149 members 
Entering Unmasked Estep 
Score: -23003962.000000 Penalty: 5976.392578
	Iteration 4Q: 3 clusters Score -2.300396e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -23005796.000000 Penalty: 5976.392578
	Iteration 5Q: 3 clusters Score -2.30058e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -23008476.000000 Penalty: 5976.392578
	Iteration 6Q: 3 clusters Score -2.300848e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -23012274.000000 Penalty: 5976.392578
	Iteration 7Q: 3 clusters Score -2.301227e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -23017684.000000 Penalty: 5976.392578
	Iteration 8F: 3 clusters Score -2.301768e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -23024342.000000 Penalty: 5976.392578
	Iteration 9F: 3 clusters Score -2.302434e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -23031696.000000 Penalty: 5976.392578
	Iteration 10F: 3 clusters Score -2.30317e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -23037334.000000 Penalty: 5976.392578
	Iteration 11F: 3 clusters Score -2.303733e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -23040344.000000 Penalty: 5976.392578
	Iteration 12Q: 3 clusters Score -2.304034e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -23041254.000000 Penalty: 5976.392578
	Iteration 13Q: 3 clusters Score -2.304125e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -23041656.000000 Penalty: 5976.392578
	Iteration 14Q: 3 clusters Score -2.304166e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82426 members 
Mstep: Class 2 contains 88533 members 
Entering Unmasked Estep 
Score: -23042008.000000 Penalty: 5976.392578
	Iteration 15Q: 3 clusters Score -2.304201e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 88600 members 
Entering Unmasked Estep 
Score: -23042356.000000 Penalty: 5976.392578
	Iteration 16Q: 3 clusters Score -2.304236e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -23042592.000000 Penalty: 5976.392578
	Iteration 17Q: 3 clusters Score -2.304259e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -23042750.000000 Penalty: 5976.392578
	Iteration 18Q: 3 clusters Score -2.304275e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -23043058.000000 Penalty: 5976.392578
	Iteration 19Q: 3 clusters Score -2.304306e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -23043300.000000 Penalty: 5976.392578
	Iteration 20F: 3 clusters Score -2.30433e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -23043574.000000 Penalty: 5976.392578
	Iteration 21Q: 3 clusters Score -2.304357e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -23043870.000000 Penalty: 5976.392578
	Iteration 22Q: 3 clusters Score -2.304387e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -23044178.000000 Penalty: 5976.392578
	Iteration 23Q: 3 clusters Score -2.304418e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -23044510.000000 Penalty: 5976.392578
	Iteration 24Q: 3 clusters Score -2.304451e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -23044834.000000 Penalty: 5976.392578
	Iteration 25Q: 3 clusters Score -2.304483e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -23045058.000000 Penalty: 5976.392578
	Iteration 26Q: 3 clusters Score -2.304506e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -23045216.000000 Penalty: 5976.392578
	Iteration 27Q: 3 clusters Score -2.304522e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 89240 members 
Entering Unmasked Estep 
Score: -23045618.000000 Penalty: 5976.392578
	Iteration 28Q: 3 clusters Score -2.304562e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -23045910.000000 Penalty: 5976.392578
	Iteration 29Q: 3 clusters Score -2.304591e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -23046058.000000 Penalty: 5976.392578
	Iteration 30Q: 3 clusters Score -2.304606e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -23046246.000000 Penalty: 5976.392578
	Iteration 31Q: 3 clusters Score -2.304625e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -23046446.000000 Penalty: 5976.392578
	Iteration 32Q: 3 clusters Score -2.304645e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -23046546.000000 Penalty: 5976.392578
	Iteration 33Q: 3 clusters Score -2.304655e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -23046746.000000 Penalty: 5976.392578
	Iteration 34Q: 3 clusters Score -2.304675e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -23046800.000000 Penalty: 5976.392578
	Iteration 35Q: 3 clusters Score -2.30468e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -23046748.000000 Penalty: 5976.392578
	Iteration 36Q: 3 clusters Score -2.304675e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 89016 members 
Entering Unmasked Estep 
Score: -23046808.000000 Penalty: 5976.392578
	Iteration 37Q: 3 clusters Score -2.304681e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -23046922.000000 Penalty: 5976.392578
	Iteration 38Q: 3 clusters Score -2.304692e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -23046956.000000 Penalty: 5976.392578
	Iteration 39Q: 3 clusters Score -2.304696e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -23047086.000000 Penalty: 5976.392578
	Iteration 40F: 3 clusters Score -2.304709e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -23047074.000000 Penalty: 5976.392578
	Iteration 41Q: 3 clusters Score -2.304707e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -23047016.000000 Penalty: 5976.392578
	Iteration 42Q: 3 clusters Score -2.304702e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -23047082.000000 Penalty: 5976.392578
	Iteration 43Q: 3 clusters Score -2.304708e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 88541 members 
Entering Unmasked Estep 
Score: -23047160.000000 Penalty: 5976.392578
	Iteration 44Q: 3 clusters Score -2.304716e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82504 members 
Mstep: Class 2 contains 88455 members 
Entering Unmasked Estep 
Score: -23047188.000000 Penalty: 5976.392578
	Iteration 45Q: 3 clusters Score -2.304719e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -23047206.000000 Penalty: 5976.392578
	Iteration 46Q: 3 clusters Score -2.304721e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 88268 members 
Entering Unmasked Estep 
Score: -23047240.000000 Penalty: 5976.392578
	Iteration 47Q: 3 clusters Score -2.304724e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82766 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -23047256.000000 Penalty: 5976.392578
	Iteration 48Q: 3 clusters Score -2.304726e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -23047264.000000 Penalty: 5976.392578
	Iteration 49Q: 3 clusters Score -2.304726e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -23047300.000000 Penalty: 5976.392578
	Iteration 50Q: 3 clusters Score -2.30473e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2.304738e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83224 members 
Mstep: Class 2 contains 87735 members 
Entering Unmasked Estep 
Score: -23047364.000000 Penalty: 5976.392578
	Iteration 52Q: 3 clusters Score -2.304736e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 87653 members 
Entering Unmasked Estep 
Score: -23047430.000000 Penalty: 5976.392578
	Iteration 53Q: 3 clusters Score -2.304743e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -23047452.000000 Penalty: 5976.392578
	Iteration 54Q: 3 clusters Score -2.304745e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -23047394.000000 Penalty: 5976.392578
	Iteration 55Q: 3 clusters Score -2.304739e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -23047406.000000 Penalty: 5976.392578
	Iteration 56Q: 3 clusters Score -2.304741e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -23047424.000000 Penalty: 5976.392578
	Iteration 57Q: 3 clusters Score -2.304742e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -23047474.000000 Penalty: 5976.392578
	Iteration 58Q: 3 clusters Score -2.304747e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -23047516.000000 Penalty: 5976.392578
	Iteration 59Q: 3 clusters Score -2.304752e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -23047574.000000 Penalty: 5976.392578
	Iteration 60F: 3 clusters Score -2.304757e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 87197 members 
Entering Unmasked Estep 
Score: -23047558.000000 Penalty: 5976.392578
	Iteration 61Q: 3 clusters Score -2.304756e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83784 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -23047540.000000 Penalty: 5976.392578
	Iteration 62Q: 3 clusters Score -2.304754e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -23047572.000000 Penalty: 5976.392578
	Iteration 63Q: 3 clusters Score -2.304757e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -23047628.000000 Penalty: 5976.392578
	Iteration 64Q: 3 clusters Score -2.304763e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -23047612.000000 Penalty: 5976.392578
	Iteration 65Q: 3 clusters Score -2.304761e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -23047648.000000 Penalty: 5976.392578
	Iteration 66Q: 3 clusters Score -2.304765e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -23047622.000000 Penalty: 5976.392578
	Iteration 67Q: 3 clusters Score -2.304762e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -23047578.000000 Penalty: 5976.392578
	Iteration 68Q: 3 clusters Score -2.304758e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -23047592.000000 Penalty: 5976.392578
	Iteration 69Q: 3 clusters Score -2.304759e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84219 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -23047584.000000 Penalty: 5976.392578
	Iteration 70Q: 3 clusters Score -2.304758e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -23047562.000000 Penalty: 5976.392578
	Iteration 71Q: 3 clusters Score -2.304756e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -23047524.000000 Penalty: 5976.392578
	Iteration 72Q: 3 clusters Score -2.304752e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -23047538.000000 Penalty: 5976.392578
	Iteration 73Q: 3 clusters Score -2.304754e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -23047546.000000 Penalty: 5976.392578
	Iteration 74Q: 3 clusters Score -2.304755e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -23047608.000000 Penalty: 5976.392578
	Iteration 75Q: 3 clusters Score -2.304761e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.304762e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -23047642.000000 Penalty: 5976.392578
	Iteration 77Q: 3 clusters Score -2.304764e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -23047646.000000 Penalty: 5976.392578
	Iteration 78Q: 3 clusters Score -2.304765e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -23047654.000000 Penalty: 5976.392578
	Iteration 79Q: 3 clusters Score -2.304765e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -23047648.000000 Penalty: 5976.392578
	Iteration 80F: 3 clusters Score -2.304765e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.304764e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -23047624.000000 Penalty: 5976.392578
	Iteration 82Q: 3 clusters Score -2.304762e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
Score: -23047618.000000 Penalty: 5976.392578
	Iteration 83Q: 3 clusters Score -2.304762e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -23047630.000000 Penalty: 5976.392578
	Iteration 84Q: 3 clusters Score -2.304763e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -23047632.000000 Penalty: 5976.392578
	Iteration 85Q: 3 clusters Score -2.304763e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -23047648.000000 Penalty: 5976.392578
	Iteration 86Q: 3 clusters Score -2.304765e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -23047682.000000 Penalty: 5976.392578
	Iteration 87Q: 3 clusters Score -2.304768e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -23047672.000000 Penalty: 5976.392578
	Iteration 88Q: 3 clusters Score -2.304767e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -23047660.000000 Penalty: 5976.392578
	Iteration 89Q: 3 clusters Score -2.304766e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -23047634.000000 Penalty: 5976.392578
	Iteration 90Q: 3 clusters Score -2.304763e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -23047614.000000 Penalty: 5976.392578
	Iteration 91Q: 3 clusters Score -2.304761e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -23047624.000000 Penalty: 5976.392578
	Iteration 92Q: 3 clusters Score -2.304762e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -23047652.000000 Penalty: 5976.392578
	Iteration 93Q: 3 clusters Score -2.304765e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -23047672.000000 Penalty: 5976.392578
	Iteration 94Q: 3 clusters Score -2.304767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84297 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -23047676.000000 Penalty: 5976.392578
	Iteration 95Q: 3 clusters Score -2.304768e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -23047670.000000 Penalty: 5976.392578
	Iteration 96Q: 3 clusters Score -2.304767e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -23047660.000000 Penalty: 5976.392578
	Iteration 97Q: 3 clusters Score -2.304766e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -23047652.000000 Penalty: 5976.392578
	Iteration 98Q: 3 clusters Score -2.304765e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -23047638.000000 Penalty: 5976.392578
	Iteration 99Q: 3 clusters Score -2.304764e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -23047620.000000 Penalty: 5976.392578
	Iteration 100F: 3 clusters Score -2.304762e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -23047626.000000 Penalty: 5976.392578
	Iteration 101Q: 3 clusters Score -2.304763e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -23047602.000000 Penalty: 5976.392578
	Iteration 102Q: 3 clusters Score -2.30476e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -23047556.000000 Penalty: 5976.392578
	Iteration 103Q: 3 clusters Score -2.304756e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -23047562.000000 Penalty: 5976.392578
	Iteration 104Q: 3 clusters Score -2.304756e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -23047598.000000 Penalty: 5976.392578
	Iteration 105Q: 3 clusters Score -2.30476e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -23047584.000000 Penalty: 5976.392578
	Iteration 106Q: 3 clusters Score -2.304758e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -23047564.000000 Penalty: 5976.392578
	Iteration 107Q: 3 clusters Score -2.304756e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 86636 members 
Entering Unmasked Estep 
Score: -23047580.000000 Penalty: 5976.392578
	Iteration 108Q: 3 clusters Score -2.304758e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -23047556.000000 Penalty: 5976.392578
	Iteration 109Q: 3 clusters Score -2.304756e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -23047598.000000 Penalty: 5976.392578
	Iteration 110Q: 3 clusters Score -2.30476e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -23047622.000000 Penalty: 5976.392578
	Iteration 111Q: 3 clusters Score -2.304762e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -23047596.000000 Penalty: 5976.392578
	Iteration 112Q: 3 clusters Score -2.30476e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -23047568.000000 Penalty: 5976.392578
	Iteration 113Q: 3 clusters Score -2.304757e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -23047566.000000 Penalty: 5976.392578
	Iteration 114Q: 3 clusters Score -2.304757e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -23047560.000000 Penalty: 5976.392578
	Iteration 115Q: 3 clusters Score -2.304756e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -23047574.000000 Penalty: 5976.392578
	Iteration 116Q: 3 clusters Score -2.304757e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -23047536.000000 Penalty: 5976.392578
	Iteration 117Q: 3 clusters Score -2.304754e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -23047536.000000 Penalty: 5976.392578
	Iteration 118Q: 3 clusters Score -2.304754e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -23047530.000000 Penalty: 5976.392578
	Iteration 119Q: 3 clusters Score -2.304753e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -23047526.000000 Penalty: 5976.392578
	Iteration 120F: 3 clusters Score -2.304753e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -23047518.000000 Penalty: 5976.392578
	Iteration 121Q: 3 clusters Score -2.304752e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -23047510.000000 Penalty: 5976.392578
	Iteration 122Q: 3 clusters Score -2.304751e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -23047502.000000 Penalty: 5976.392578
	Iteration 123Q: 3 clusters Score -2.30475e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -23047532.000000 Penalty: 5976.392578
	Iteration 124Q: 3 clusters Score -2.304753e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -23047514.000000 Penalty: 5976.392578
	Iteration 125Q: 3 clusters Score -2.304751e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 86716 members 
Entering Unmasked Estep 
Score: -23047524.000000 Penalty: 5976.392578
	Iteration 126Q: 3 clusters Score -2.304752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -23047518.000000 Penalty: 5976.392578
	Iteration 127Q: 3 clusters Score -2.304752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -23047538.000000 Penalty: 5976.392578
	Iteration 128Q: 3 clusters Score -2.304754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -23047514.000000 Penalty: 5976.392578
	Iteration 129Q: 3 clusters Score -2.304751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84219 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -23047502.000000 Penalty: 5976.392578
	Iteration 130Q: 3 clusters Score -2.30475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -23047506.000000 Penalty: 5976.392578
	Iteration 131Q: 3 clusters Score -2.304751e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84186 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -23047494.000000 Penalty: 5976.392578
	Iteration 132Q: 3 clusters Score -2.304749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -23047490.000000 Penalty: 5976.392578
	Iteration 133Q: 3 clusters Score -2.304749e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84148 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -23047464.000000 Penalty: 5976.392578
	Iteration 134Q: 3 clusters Score -2.304746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -23047470.000000 Penalty: 5976.392578
	Iteration 135Q: 3 clusters Score -2.304747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -23047452.000000 Penalty: 5976.392578
	Iteration 136Q: 3 clusters Score -2.304745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -23047462.000000 Penalty: 5976.392578
	Iteration 137Q: 3 clusters Score -2.304746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -23047480.000000 Penalty: 5976.392578
	Iteration 138Q: 3 clusters Score -2.304748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -23047486.000000 Penalty: 5976.392578
	Iteration 139Q: 3 clusters Score -2.304749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -23047490.000000 Penalty: 5976.392578
	Iteration 140F: 3 clusters Score -2.304749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -23047488.000000 Penalty: 5976.392578
	Iteration 141Q: 3 clusters Score -2.304749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84063 members 
Mstep: Class 2 contains 86896 members 
Entering Unmasked Estep 
Score: -23047492.000000 Penalty: 5976.392578
	Iteration 142Q: 3 clusters Score -2.304749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 86908 members 
Entering Unmasked Estep 
Score: -23047492.000000 Penalty: 5976.392578
	Iteration 143Q: 3 clusters Score -2.304749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -23047466.000000 Penalty: 5976.392578
	Iteration 144Q: 3 clusters Score -2.304747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -23047494.000000 Penalty: 5976.392578
	Iteration 145Q: 3 clusters Score -2.304749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 86941 members 
Entering Unmasked Estep 
Score: -23047484.000000 Penalty: 5976.392578
	Iteration 146Q: 3 clusters Score -2.304748e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -23047476.000000 Penalty: 5976.392578
	Iteration 147Q: 3 clusters Score -2.304748e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -23047488.000000 Penalty: 5976.392578
	Iteration 148Q: 3 clusters Score -2.304749e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
Score: -23047492.000000 Penalty: 5976.392578
	Iteration 149Q: 3 clusters Score -2.304749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 87009 members 
Entering Unmasked Estep 
Score: -23047498.000000 Penalty: 5976.392578
	Iteration 150Q: 3 clusters Score -2.30475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -23047484.000000 Penalty: 5976.392578
	Iteration 151Q: 3 clusters Score -2.304748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -23047464.000000 Penalty: 5976.392578
	Iteration 152Q: 3 clusters Score -2.304746e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 87041 members 
Entering Unmasked Estep 
Score: -23047476.000000 Penalty: 5976.392578
	Iteration 153Q: 3 clusters Score -2.304748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -23047466.000000 Penalty: 5976.392578
	Iteration 154Q: 3 clusters Score -2.304747e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -23047468.000000 Penalty: 5976.392578
	Iteration 155Q: 3 clusters Score -2.304747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -23047472.000000 Penalty: 5976.392578
	Iteration 156Q: 3 clusters Score -2.304747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -23047456.000000 Penalty: 5976.392578
	Iteration 157Q: 3 clusters Score -2.304746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
Score: -23047468.000000 Penalty: 5976.392578
	Iteration 158Q: 3 clusters Score -2.304747e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 87145 members 
Entering Unmasked Estep 
Score: -23047488.000000 Penalty: 5976.392578
	Iteration 159Q: 3 clusters Score -2.304749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83778 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -23047478.000000 Penalty: 5976.392578
	Iteration 160F: 3 clusters Score -2.304748e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -23047478.000000 Penalty: 5976.392578
	Iteration 161Q: 3 clusters Score -2.304748e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -23047450.000000 Penalty: 5976.392578
	Iteration 162Q: 3 clusters Score -2.304745e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -23047460.000000 Penalty: 5976.392578
	Iteration 163Q: 3 clusters Score -2.304746e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -23047458.000000 Penalty: 5976.392578
	Iteration 164Q: 3 clusters Score -2.304746e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -23047464.000000 Penalty: 5976.392578
	Iteration 165Q: 3 clusters Score -2.304746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -23047454.000000 Penalty: 5976.392578
	Iteration 166Q: 3 clusters Score -2.304745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -23047462.000000 Penalty: 5976.392578
	Iteration 167Q: 3 clusters Score -2.304746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -23047460.000000 Penalty: 5976.392578
	Iteration 168Q: 3 clusters Score -2.304746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -23047460.000000 Penalty: 5976.392578
	Iteration 169Q: 3 clusters Score -2.304746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -23047450.000000 Penalty: 5976.392578
	Iteration 170Q: 3 clusters Score -2.304745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -23047452.000000 Penalty: 5976.392578
	Iteration 171Q: 3 clusters Score -2.304745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
Score: -23047460.000000 Penalty: 5976.392578
	Iteration 172Q: 3 clusters Score -2.304746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -23047462.000000 Penalty: 5976.392578
	Iteration 173Q: 3 clusters Score -2.304746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -23047456.000000 Penalty: 5976.392578
	Iteration 174Q: 3 clusters Score -2.304746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83593 members 
Mstep: Class 2 contains 87366 members 
Entering Unmasked Estep 
Score: -23047456.000000 Penalty: 5976.392578
	Iteration 175Q: 3 clusters Score -2.304746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83591 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -23047458.000000 Penalty: 5976.392578
	Iteration 176Q: 3 clusters Score -2.304746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -23047448.000000 Penalty: 5976.392578
	Iteration 177Q: 3 clusters Score -2.304745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -23047462.000000 Penalty: 5976.392578
	Iteration 178Q: 3 clusters Score -2.304746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -23047474.000000 Penalty: 5976.392578
	Iteration 179Q: 3 clusters Score -2.304747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83573 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -23047464.000000 Penalty: 5976.392578
	Iteration 180F: 3 clusters Score -2.304746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -23047464.000000 Penalty: 5976.392578
	Iteration 181Q: 3 clusters Score -2.304746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 87407 members 
Entering Unmasked Estep 
Score: -23047458.000000 Penalty: 5976.392578
	Iteration 182Q: 3 clusters Score -2.304746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -23047462.000000 Penalty: 5976.392578
	Iteration 183Q: 3 clusters Score -2.304746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83532 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -23047442.000000 Penalty: 5976.392578
	Iteration 184Q: 3 clusters Score -2.304744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -23047450.000000 Penalty: 5976.392578
	Iteration 185Q: 3 clusters Score -2.304745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -23047438.000000 Penalty: 5976.392578
	Iteration 186Q: 3 clusters Score -2.304744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83506 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -23047438.000000 Penalty: 5976.392578
	Iteration 187Q: 3 clusters Score -2.304744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -23047432.000000 Penalty: 5976.392578
	Iteration 188Q: 3 clusters Score -2.304743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -23047416.000000 Penalty: 5976.392578
	Iteration 189Q: 3 clusters Score -2.304742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -23047424.000000 Penalty: 5976.392578
	Iteration 190Q: 3 clusters Score -2.304742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -23047424.000000 Penalty: 5976.392578
	Iteration 191Q: 3 clusters Score -2.304742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -23047418.000000 Penalty: 5976.392578
	Iteration 192Q: 3 clusters Score -2.304742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -23047428.000000 Penalty: 5976.392578
	Iteration 193Q: 3 clusters Score -2.304743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -23047404.000000 Penalty: 5976.392578
	Iteration 194Q: 3 clusters Score -2.30474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -23047434.000000 Penalty: 5976.392578
	Iteration 195Q: 3 clusters Score -2.304743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -23047438.000000 Penalty: 5976.392578
	Iteration 196Q: 3 clusters Score -2.304744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -23047464.000000 Penalty: 5976.392578
	Iteration 197Q: 3 clusters Score -2.304746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -23047460.000000 Penalty: 5976.392578
	Iteration 198Q: 3 clusters Score -2.304746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -23047442.000000 Penalty: 5976.392578
	Iteration 199Q: 3 clusters Score -2.304744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -23047462.000000 Penalty: 5976.392578
	Iteration 200F: 3 clusters Score -2.304746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -23047450.000000 Penalty: 5976.392578
	Iteration 201Q: 3 clusters Score -2.304745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 87538 members 
Entering Unmasked Estep 
Score: -23047452.000000 Penalty: 5976.392578
	Iteration 202Q: 3 clusters Score -2.304745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -23047456.000000 Penalty: 5976.392578
	Iteration 203Q: 3 clusters Score -2.304746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -23047456.000000 Penalty: 5976.392578
	Iteration 204F: 3 clusters Score -2.304746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -47462.203125 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -47462.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46100.546875 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -46100.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46329.417969 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -46329.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46388.730469 Penalty: 2977.927979
	Iteration 2Q: 3 clusters Score -46388.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46438.265625 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -46438.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46550.699219 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -46550.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46601.269531 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -46601.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46614.433594 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -46614.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46619.546875 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -46619.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46622.917969 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -46622.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46628.425781 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -46628.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46637.406250 Penalty: 2977.927979
	Iteration 10Q: 3 clusters Score -46637.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46644.425781 Penalty: 2977.927979
	Iteration 11Q: 3 clusters Score -46644.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46646.574219 Penalty: 2977.927979
	Iteration 12Q: 3 clusters Score -46646.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46646.574219 Penalty: 2977.927979
	Iteration 13F: 3 clusters Score -46646.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -124648.296875 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -124648.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122706.671875 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -122706.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123031.000000 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -123031 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -123181.898438 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -123181.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -123255.937500 Penalty: 3435.095215
	Iteration 3Q: 3 clusters Score -123255.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -123301.015625 Penalty: 3435.095215
	Iteration 4Q: 3 clusters Score -123301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123342.671875 Penalty: 3435.095215
	Iteration 5Q: 3 clusters Score -123342.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123393.679688 Penalty: 3435.095215
	Iteration 6Q: 3 clusters Score -123393.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -123456.343750 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -123456.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123537.312500 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -123537.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123626.132812 Penalty: 3435.095215
	Iteration 9Q: 3 clusters Score -123626.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -123705.406250 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -123705.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -123898.210938 Penalty: 3435.095215
	Iteration 11Q: 3 clusters Score -123898.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124142.179688 Penalty: 3435.095215
	Iteration 12Q: 3 clusters Score -124142.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -124231.179688 Penalty: 3435.095215
	Iteration 13Q: 3 clusters Score -124231.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -124282.609375 Penalty: 3435.095215
	Iteration 14Q: 3 clusters Score -124282.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -124314.664062 Penalty: 3435.095215
	Iteration 15Q: 3 clusters Score -124314.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -124357.281250 Penalty: 3435.095215
	Iteration 16Q: 3 clusters Score -124357.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -124391.007812 Penalty: 3435.095215
	Iteration 17Q: 3 clusters Score -124391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124427.578125 Penalty: 3435.095215
	Iteration 18Q: 3 clusters Score -124427.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124440.703125 Penalty: 3435.095215
	Iteration 19Q: 3 clusters Score -124440.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124455.507812 Penalty: 3435.095215
	Iteration 20F: 3 clusters Score -124455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124475.523438 Penalty: 3435.095215
	Iteration 21Q: 3 clusters Score -124475.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124494.710938 Penalty: 3435.095215
	Iteration 22Q: 3 clusters Score -124494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124501.484375 Penalty: 3435.095215
	Iteration 23Q: 3 clusters Score -124501.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124507.234375 Penalty: 3435.095215
	Iteration 24Q: 3 clusters Score -124507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -124508.218750 Penalty: 3435.095215
	Iteration 25Q: 3 clusters Score -124508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124511.093750 Penalty: 3435.095215
	Iteration 26Q: 3 clusters Score -124511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124511.093750 Penalty: 3435.095215
	Iteration 27F: 3 clusters Score -124511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116564 members 
Mstep: Class 2 contains 64934 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 6 contains 172670 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 28527 members 
Mstep: Class 12 contains 26807 members 
Mstep: Class 13 contains 3038 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44179 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 194007 members 
Mstep: Class 18 contains 31835 members 
Mstep: Class 19 contains 212298 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170959 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352960.000000 Penalty: 82772.992188
Iteration 159Q: 25 clusters Score -1.44353e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116437 members 
Mstep: Class 2 contains 64978 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 172688 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 28533 members 
Mstep: Class 12 contains 26820 members 
Mstep: Class 13 contains 3040 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44175 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 194021 members 
Mstep: Class 18 contains 31839 members 
Mstep: Class 19 contains 212311 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170967 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352912.000000 Penalty: 82772.992188
Iteration 160F: 25 clusters Score -1.443529e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116309 members 
Mstep: Class 2 contains 65018 members 
Mstep: Class 3 contains 7368 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 172708 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 28541 members 
Mstep: Class 12 contains 26830 members 
Mstep: Class 13 contains 3042 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44174 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 194028 members 
Mstep: Class 18 contains 31842 members 
Mstep: Class 19 contains 212342 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170965 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353056.000000 Penalty: 82772.992188
Iteration 161Q: 25 clusters Score -1.443531e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 65048 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 172730 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 28547 members 
Mstep: Class 12 contains 26839 members 
Mstep: Class 13 contains 3044 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44175 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 194036 members 
Mstep: Class 18 contains 31843 members 
Mstep: Class 19 contains 212381 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170955 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353104.000000 Penalty: 82772.992188
Iteration 162Q: 25 clusters Score -1.443531e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116072 members 
Mstep: Class 2 contains 65082 members 
Mstep: Class 3 contains 7363 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 172737 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2718 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 28549 members 
Mstep: Class 12 contains 26846 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44178 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 194067 members 
Mstep: Class 18 contains 31845 members 
Mstep: Class 19 contains 212407 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170948 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353232.000000 Penalty: 82772.992188
Iteration 163Q: 25 clusters Score -1.443532e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115951 members 
Mstep: Class 2 contains 65109 members 
Mstep: Class 3 contains 7368 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 172770 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 28555 members 
Mstep: Class 12 contains 26858 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44180 members 
Mstep: Class 16 contains 2978 members 
Mstep: Class 17 contains 194092 members 
Mstep: Class 18 contains 31844 members 
Mstep: Class 19 contains 212409 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170956 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353136.000000 Penalty: 82772.992188
Iteration 164Q: 25 clusters Score -1.443531e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115828 members 
Mstep: Class 2 contains 65129 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 172780 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2718 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 28561 members 
Mstep: Class 12 contains 26871 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44181 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 194113 members 
Mstep: Class 18 contains 31851 members 
Mstep: Class 19 contains 212437 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170966 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353312.000000 Penalty: 82772.992188
Iteration 165Q: 25 clusters Score -1.443533e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115696 members 
Mstep: Class 2 contains 65149 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4758 members 
Mstep: Class 6 contains 172812 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 28560 members 
Mstep: Class 12 contains 26880 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44182 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 194129 members 
Mstep: Class 18 contains 31852 members 
Mstep: Class 19 contains 212475 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170979 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353312.000000 Penalty: 82772.992188
Iteration 166Q: 25 clusters Score -1.443533e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 65167 members 
Mstep: Class 3 contains 7378 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4758 members 
Mstep: Class 6 contains 172830 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2718 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 28566 members 
Mstep: Class 12 contains 26887 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44187 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194144 members 
Mstep: Class 18 contains 31857 members 
Mstep: Class 19 contains 212507 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170981 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353136.000000 Penalty: 82772.992188
Iteration 167Q: 25 clusters Score -1.443531e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115447 members 
Mstep: Class 2 contains 65191 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 172858 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2718 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 28571 members 
Mstep: Class 12 contains 26900 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44188 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 194157 members 
Mstep: Class 18 contains 31861 members 
Mstep: Class 19 contains 212531 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170980 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353312.000000 Penalty: 82772.992188
Iteration 168Q: 25 clusters Score -1.443533e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115317 members 
Mstep: Class 2 contains 65208 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 172881 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 28575 members 
Mstep: Class 12 contains 26912 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44192 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 194179 members 
Mstep: Class 18 contains 31874 members 
Mstep: Class 19 contains 212548 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170974 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353248.000000 Penalty: 82772.992188
Iteration 169Q: 25 clusters Score -1.443532e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115196 members 
Mstep: Class 2 contains 65224 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 172909 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 28577 members 
Mstep: Class 12 contains 26928 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44195 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 194215 members 
Mstep: Class 18 contains 31878 members 
Mstep: Class 19 contains 212546 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170980 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353264.000000 Penalty: 82772.992188
Iteration 170Q: 25 clusters Score -1.443533e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115076 members 
Mstep: Class 2 contains 65246 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 172938 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28578 members 
Mstep: Class 12 contains 26935 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44197 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 194236 members 
Mstep: Class 18 contains 31882 members 
Mstep: Class 19 contains 212568 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170984 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353184.000000 Penalty: 82772.992188
Iteration 171Q: 25 clusters Score -1.443532e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 65273 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 172977 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28577 members 
Mstep: Class 12 contains 26945 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44198 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 194241 members 
Mstep: Class 18 contains 31892 members 
Mstep: Class 19 contains 212581 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170990 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353152.000000 Penalty: 82772.992188
Iteration 172Q: 25 clusters Score -1.443532e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 65301 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 173003 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28578 members 
Mstep: Class 12 contains 26953 members 
Mstep: Class 13 contains 3065 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44197 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 194256 members 
Mstep: Class 18 contains 31895 members 
Mstep: Class 19 contains 212593 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170994 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353056.000000 Penalty: 82772.992188
Iteration 173Q: 25 clusters Score -1.443531e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 114782 members 
Mstep: Class 2 contains 65330 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 173018 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28571 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44204 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 194259 members 
Mstep: Class 18 contains 31898 members 
Mstep: Class 19 contains 212606 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 170998 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352928.000000 Penalty: 82772.992188
Iteration 174Q: 25 clusters Score -1.443529e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 114679 members 
Mstep: Class 2 contains 65355 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4749 members 
Mstep: Class 6 contains 173031 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28569 members 
Mstep: Class 12 contains 26982 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44204 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 194280 members 
Mstep: Class 18 contains 31902 members 
Mstep: Class 19 contains 212618 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171005 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352816.000000 Penalty: 82772.992188
Iteration 175Q: 25 clusters Score -1.443528e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 114568 members 
Mstep: Class 2 contains 65379 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 173051 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28564 members 
Mstep: Class 12 contains 26993 members 
Mstep: Class 13 contains 3075 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44203 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 194288 members 
Mstep: Class 18 contains 31906 members 
Mstep: Class 19 contains 212641 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171019 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352816.000000 Penalty: 82772.992188
Iteration 176Q: 25 clusters Score -1.443528e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 114453 members 
Mstep: Class 2 contains 65402 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 173080 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2747 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 28556 members 
Mstep: Class 12 contains 27007 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44202 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 194295 members 
Mstep: Class 18 contains 31911 members 
Mstep: Class 19 contains 212672 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171022 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352864.000000 Penalty: 82772.992188
Iteration 177Q: 25 clusters Score -1.443529e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 114322 members 
Mstep: Class 2 contains 65432 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 173108 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 28559 members 
Mstep: Class 12 contains 27025 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44201 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 194306 members 
Mstep: Class 18 contains 31916 members 
Mstep: Class 19 contains 212697 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171020 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352944.000000 Penalty: 82772.992188
Iteration 178Q: 25 clusters Score -1.443529e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 114207 members 
Mstep: Class 2 contains 65462 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 173139 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 28562 members 
Mstep: Class 12 contains 27034 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44202 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 194315 members 
Mstep: Class 18 contains 31919 members 
Mstep: Class 19 contains 212721 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171019 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352960.000000 Penalty: 82772.992188
Iteration 179Q: 25 clusters Score -1.44353e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 114090 members 
Mstep: Class 2 contains 65502 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4753 members 
Mstep: Class 6 contains 173162 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 28567 members 
Mstep: Class 12 contains 27044 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44201 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 194336 members 
Mstep: Class 18 contains 31921 members 
Mstep: Class 19 contains 212733 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171016 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353040.000000 Penalty: 82772.992188
Iteration 180F: 25 clusters Score -1.44353e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113960 members 
Mstep: Class 2 contains 65537 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2198 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 173187 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28578 members 
Mstep: Class 12 contains 27051 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44204 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 194364 members 
Mstep: Class 18 contains 31918 members 
Mstep: Class 19 contains 212744 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171026 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352816.000000 Penalty: 82772.992188
Iteration 181Q: 25 clusters Score -1.443528e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113853 members 
Mstep: Class 2 contains 65572 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2201 members 
Mstep: Class 5 contains 4753 members 
Mstep: Class 6 contains 173195 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28589 members 
Mstep: Class 12 contains 27056 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44202 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194389 members 
Mstep: Class 18 contains 31916 members 
Mstep: Class 19 contains 212761 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171032 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352848.000000 Penalty: 82772.992188
Iteration 182Q: 25 clusters Score -1.443528e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113767 members 
Mstep: Class 2 contains 65604 members 
Mstep: Class 3 contains 7423 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 173214 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28595 members 
Mstep: Class 12 contains 27066 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44202 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 194404 members 
Mstep: Class 18 contains 31916 members 
Mstep: Class 19 contains 212767 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171031 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352768.000000 Penalty: 82772.992188
Iteration 183Q: 25 clusters Score -1.443528e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 65632 members 
Mstep: Class 3 contains 7423 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 173227 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28608 members 
Mstep: Class 12 contains 27078 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44199 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194419 members 
Mstep: Class 18 contains 31916 members 
Mstep: Class 19 contains 212768 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171026 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352832.000000 Penalty: 82772.992188
Iteration 184Q: 25 clusters Score -1.443528e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113587 members 
Mstep: Class 2 contains 65656 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 173249 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28612 members 
Mstep: Class 12 contains 27082 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44201 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194432 members 
Mstep: Class 18 contains 31916 members 
Mstep: Class 19 contains 212791 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171035 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352752.000000 Penalty: 82772.992188
Iteration 185Q: 25 clusters Score -1.443528e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113504 members 
Mstep: Class 2 contains 65674 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173263 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28617 members 
Mstep: Class 12 contains 27086 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44205 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194448 members 
Mstep: Class 18 contains 31917 members 
Mstep: Class 19 contains 212808 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171035 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352816.000000 Penalty: 82772.992188
Iteration 186Q: 25 clusters Score -1.443528e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113421 members 
Mstep: Class 2 contains 65693 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173284 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28618 members 
Mstep: Class 12 contains 27093 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44204 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194468 members 
Mstep: Class 18 contains 31919 members 
Mstep: Class 19 contains 212819 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171037 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352864.000000 Penalty: 82772.992188
Iteration 187Q: 25 clusters Score -1.443529e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113337 members 
Mstep: Class 2 contains 65717 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 4 contains 2204 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173300 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28620 members 
Mstep: Class 12 contains 27101 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44201 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194492 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212829 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171038 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352832.000000 Penalty: 82772.992188
Iteration 188Q: 25 clusters Score -1.443528e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113259 members 
Mstep: Class 2 contains 65738 members 
Mstep: Class 3 contains 7430 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173324 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28623 members 
Mstep: Class 12 contains 27110 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44201 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194507 members 
Mstep: Class 18 contains 31919 members 
Mstep: Class 19 contains 212833 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171038 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352800.000000 Penalty: 82772.992188
Iteration 189Q: 25 clusters Score -1.443528e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113203 members 
Mstep: Class 2 contains 65748 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173349 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28623 members 
Mstep: Class 12 contains 27114 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44202 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194513 members 
Mstep: Class 18 contains 31921 members 
Mstep: Class 19 contains 212835 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171044 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352848.000000 Penalty: 82772.992188
Iteration 190Q: 25 clusters Score -1.443528e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113152 members 
Mstep: Class 2 contains 65761 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173364 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28628 members 
Mstep: Class 12 contains 27117 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44202 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194514 members 
Mstep: Class 18 contains 31922 members 
Mstep: Class 19 contains 212842 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171050 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352912.000000 Penalty: 82772.992188
Iteration 191Q: 25 clusters Score -1.443529e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113090 members 
Mstep: Class 2 contains 65770 members 
Mstep: Class 3 contains 7430 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173387 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28632 members 
Mstep: Class 12 contains 27120 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44202 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194523 members 
Mstep: Class 18 contains 31923 members 
Mstep: Class 19 contains 212847 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171059 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352864.000000 Penalty: 82772.992188
Iteration 192Q: 25 clusters Score -1.443529e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 113031 members 
Mstep: Class 2 contains 65779 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173410 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28637 members 
Mstep: Class 12 contains 27122 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44201 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194527 members 
Mstep: Class 18 contains 31924 members 
Mstep: Class 19 contains 212853 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171070 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352944.000000 Penalty: 82772.992188
Iteration 193Q: 25 clusters Score -1.443529e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112963 members 
Mstep: Class 2 contains 65797 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173434 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28646 members 
Mstep: Class 12 contains 27124 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44201 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194535 members 
Mstep: Class 18 contains 31923 members 
Mstep: Class 19 contains 212858 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171074 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352896.000000 Penalty: 82772.992188
Iteration 194Q: 25 clusters Score -1.443529e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 65811 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173440 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28655 members 
Mstep: Class 12 contains 27127 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44201 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194537 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212863 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171084 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352880.000000 Penalty: 82772.992188
Iteration 195Q: 25 clusters Score -1.443529e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112867 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173442 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28666 members 
Mstep: Class 12 contains 27126 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44202 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194545 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212864 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171094 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352816.000000 Penalty: 82772.992188
Iteration 196Q: 25 clusters Score -1.443528e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112818 members 
Mstep: Class 2 contains 65841 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 173437 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28678 members 
Mstep: Class 12 contains 27129 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44204 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194555 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212864 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171107 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352912.000000 Penalty: 82772.992188
Iteration 197Q: 25 clusters Score -1.443529e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112787 members 
Mstep: Class 2 contains 65851 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 173429 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28688 members 
Mstep: Class 12 contains 27131 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44206 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194559 members 
Mstep: Class 18 contains 31924 members 
Mstep: Class 19 contains 212862 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171117 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352880.000000 Penalty: 82772.992188
Iteration 198Q: 25 clusters Score -1.443529e+08 nChanged 95
Entering ConstructFrom: 
Score: -144352880.000000 Penalty: 82772.992188
Entering ConstructFrom: 
Trying to split cluster 1 (112759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Entering Unmasked Estep 
Score: -15194402.000000 Penalty: 2884.986084
	Iteration 0F: 2 clusters Score -1.51944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -15119302.000000 Penalty: 5769.972168
	Iteration 0F: 3 clusters Score -1.51193e+07 nChanged 53369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -15149640.000000 Penalty: 5769.972168
	Iteration 1F: 3 clusters Score -1.514964e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -15150666.000000 Penalty: 5769.972168
	Iteration 2Q: 3 clusters Score -1.515067e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -15151882.000000 Penalty: 5769.972168
	Iteration 3Q: 3 clusters Score -1.515188e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -15153446.000000 Penalty: 5769.972168
	Iteration 4Q: 3 clusters Score -1.515345e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -15155036.000000 Penalty: 5769.972168
	Iteration 5Q: 3 clusters Score -1.515504e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -15157054.000000 Penalty: 5769.972168
	Iteration 6Q: 3 clusters Score -1.515705e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -15159352.000000 Penalty: 5769.972168
	Iteration 7Q: 3 clusters Score -1.515935e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -15161987.000000 Penalty: 5769.972168
	Iteration 8Q: 3 clusters Score -1.516199e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -15164959.000000 Penalty: 5769.972168
	Iteration 9Q: 3 clusters Score -1.516496e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -15168620.000000 Penalty: 5769.972168
	Iteration 10F: 3 clusters Score -1.516862e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 76198 members 
Entering Unmasked Estep 
Score: -15172386.000000 Penalty: 5769.972168
	Iteration 11Q: 3 clusters Score -1.517239e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -15175611.000000 Penalty: 5769.972168
	Iteration 12Q: 3 clusters Score -1.517561e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -15177664.000000 Penalty: 5769.972168
	Iteration 13Q: 3 clusters Score -1.517766e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -15178967.000000 Penalty: 5769.972168
	Iteration 14Q: 3 clusters Score -1.517897e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -15179907.000000 Penalty: 5769.972168
	Iteration 15Q: 3 clusters Score -1.517991e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -15180804.000000 Penalty: 5769.972168
	Iteration 16Q: 3 clusters Score -1.51808e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -15181731.000000 Penalty: 5769.972168
	Iteration 17Q: 3 clusters Score -1.518173e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -15182572.000000 Penalty: 5769.972168
	Iteration 18Q: 3 clusters Score -1.518257e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -15183504.000000 Penalty: 5769.972168
	Iteration 19Q: 3 clusters Score -1.51835e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -15184341.000000 Penalty: 5769.972168
	Iteration 20F: 3 clusters Score -1.518434e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -15185174.000000 Penalty: 5769.972168
	Iteration 21Q: 3 clusters Score -1.518517e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -15185932.000000 Penalty: 5769.972168
	Iteration 22Q: 3 clusters Score -1.518593e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -15186541.000000 Penalty: 5769.972168
	Iteration 23Q: 3 clusters Score -1.518654e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -15187305.000000 Penalty: 5769.972168
	Iteration 24Q: 3 clusters Score -1.51873e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 101731 members 
Entering Unmasked Estep 
Score: -15187911.000000 Penalty: 5769.972168
	Iteration 25Q: 3 clusters Score -1.518791e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 102913 members 
Entering Unmasked Estep 
Score: -15188475.000000 Penalty: 5769.972168
	Iteration 26Q: 3 clusters Score -1.518848e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -15188948.000000 Penalty: 5769.972168
	Iteration 27Q: 3 clusters Score -1.518895e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 104978 members 
Entering Unmasked Estep 
Score: -15189401.000000 Penalty: 5769.972168
	Iteration 28Q: 3 clusters Score -1.51894e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -15189837.000000 Penalty: 5769.972168
	Iteration 29Q: 3 clusters Score -1.518984e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 106751 members 
Entering Unmasked Estep 
Score: -15190221.000000 Penalty: 5769.972168
	Iteration 30Q: 3 clusters Score -1.519022e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -15190583.000000 Penalty: 5769.972168
	Iteration 31Q: 3 clusters Score -1.519058e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -15190838.000000 Penalty: 5769.972168
	Iteration 32Q: 3 clusters Score -1.519084e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 108638 members 
Entering Unmasked Estep 
Score: -15191132.000000 Penalty: 5769.972168
	Iteration 33Q: 3 clusters Score -1.519113e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 109146 members 
Entering Unmasked Estep 
Score: -15191383.000000 Penalty: 5769.972168
	Iteration 34Q: 3 clusters Score -1.519138e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 109531 members 
Entering Unmasked Estep 
Score: -15191514.000000 Penalty: 5769.972168
	Iteration 35Q: 3 clusters Score -1.519151e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 109868 members 
Entering Unmasked Estep 
Score: -15191662.000000 Penalty: 5769.972168
	Iteration 36Q: 3 clusters Score -1.519166e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 110103 members 
Entering Unmasked Estep 
Score: -15191785.000000 Penalty: 5769.972168
	Iteration 37Q: 3 clusters Score -1.519178e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 110317 members 
Entering Unmasked Estep 
Score: -15191889.000000 Penalty: 5769.972168
	Iteration 38Q: 3 clusters Score -1.519189e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -15191953.000000 Penalty: 5769.972168
	Iteration 39Q: 3 clusters Score -1.519195e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 110668 members 
Entering Unmasked Estep 
Score: -15191997.000000 Penalty: 5769.972168
	Iteration 40F: 3 clusters Score -1.5192e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 110771 members 
Entering Unmasked Estep 
Score: -15191993.000000 Penalty: 5769.972168
	Iteration 41Q: 3 clusters Score -1.519199e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -15192058.000000 Penalty: 5769.972168
	Iteration 42Q: 3 clusters Score -1.519206e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -15192105.000000 Penalty: 5769.972168
	Iteration 43Q: 3 clusters Score -1.51921e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 111021 members 
Entering Unmasked Estep 
Score: -15192131.000000 Penalty: 5769.972168
	Iteration 44Q: 3 clusters Score -1.519213e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -15192144.000000 Penalty: 5769.972168
	Iteration 45Q: 3 clusters Score -1.519214e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 111135 members 
Entering Unmasked Estep 
Score: -15192134.000000 Penalty: 5769.972168
	Iteration 46Q: 3 clusters Score -1.519213e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 111178 members 
Entering Unmasked Estep 
Score: -15192137.000000 Penalty: 5769.972168
	Iteration 47Q: 3 clusters Score -1.519214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 111216 members 
Entering Unmasked Estep 
Score: -15192152.000000 Penalty: 5769.972168
	Iteration 48Q: 3 clusters Score -1.519215e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 111244 members 
Entering Unmasked Estep 
Score: -15192176.000000 Penalty: 5769.972168
	Iteration 49Q: 3 clusters Score -1.519218e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 111272 members 
Entering Unmasked Estep 
Score: -15192183.000000 Penalty: 5769.972168
	Iteration 50Q: 3 clusters Score -1.519218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 111301 members 
Entering Unmasked Estep 
Score: -15192209.000000 Penalty: 5769.972168
	Iteration 51Q: 3 clusters Score -1.519221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 111324 members 
Entering Unmasked Estep 
Score: -15192228.000000 Penalty: 5769.972168
	Iteration 52Q: 3 clusters Score -1.519223e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 111353 members 
Entering Unmasked Estep 
Score: -15192240.000000 Penalty: 5769.972168
	Iteration 53Q: 3 clusters Score -1.519224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 111375 members 
Entering Unmasked Estep 
Score: -15192243.000000 Penalty: 5769.972168
	Iteration 54Q: 3 clusters Score -1.519224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -15192263.000000 Penalty: 5769.972168
	Iteration 55Q: 3 clusters Score -1.519226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 111402 members 
Entering Unmasked Estep 
Score: -15192244.000000 Penalty: 5769.972168
	Iteration 56Q: 3 clusters Score -1.519224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 111410 members 
Entering Unmasked Estep 
Score: -15192244.000000 Penalty: 5769.972168
	Iteration 57Q: 3 clusters Score -1.519224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 111420 members 
Entering Unmasked Estep 
Score: -15192230.000000 Penalty: 5769.972168
	Iteration 58Q: 3 clusters Score -1.519223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -15192228.000000 Penalty: 5769.972168
	Iteration 59Q: 3 clusters Score -1.519223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 111432 members 
Entering Unmasked Estep 
Score: -15192232.000000 Penalty: 5769.972168
	Iteration 60F: 3 clusters Score -1.519223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 111436 members 
Entering Unmasked Estep 
Score: -15192234.000000 Penalty: 5769.972168
	Iteration 61Q: 3 clusters Score -1.519223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 111438 members 
Entering Unmasked Estep 
Score: -15192230.000000 Penalty: 5769.972168
	Iteration 62Q: 3 clusters Score -1.519223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 111438 members 
Entering Unmasked Estep 
Score: -15192233.000000 Penalty: 5769.972168
	Iteration 63Q: 3 clusters Score -1.519223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -15192241.000000 Penalty: 5769.972168
	Iteration 64Q: 3 clusters Score -1.519224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -15192241.000000 Penalty: 5769.972168
	Iteration 65F: 3 clusters Score -1.519224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Entering Unmasked Estep 
Score: -8927500.000000 Penalty: 2751.627197
	Iteration 0F: 2 clusters Score -8927500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -8883398.000000 Penalty: 5503.254395
	Iteration 0F: 3 clusters Score -8883398 nChanged 30714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -8900312.000000 Penalty: 5503.254395
	Iteration 1F: 3 clusters Score -8900312 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -8900989.000000 Penalty: 5503.254395
	Iteration 2Q: 3 clusters Score -8900989 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -8901643.000000 Penalty: 5503.254395
	Iteration 3Q: 3 clusters Score -8901643 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -8902324.000000 Penalty: 5503.254395
	Iteration 4Q: 3 clusters Score -8902324 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -8903114.000000 Penalty: 5503.254395
	Iteration 5Q: 3 clusters Score -8903114 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -8903928.000000 Penalty: 5503.254395
	Iteration 6Q: 3 clusters Score -8903928 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -8904847.000000 Penalty: 5503.254395
	Iteration 7Q: 3 clusters Score -8904847 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -8905857.000000 Penalty: 5503.254395
	Iteration 8Q: 3 clusters Score -8905857 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -8907031.000000 Penalty: 5503.254395
	Iteration 9Q: 3 clusters Score -8907031 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -8908636.000000 Penalty: 5503.254395
	Iteration 10Q: 3 clusters Score -8908636 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -8910486.000000 Penalty: 5503.254395
	Iteration 11F: 3 clusters Score -8910486 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -8912969.000000 Penalty: 5503.254395
	Iteration 12F: 3 clusters Score -8912969 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -8915940.000000 Penalty: 5503.254395
	Iteration 13F: 3 clusters Score -8915940 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -8918277.000000 Penalty: 5503.254395
	Iteration 14F: 3 clusters Score -8918277 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -8919280.000000 Penalty: 5503.254395
	Iteration 15Q: 3 clusters Score -8919280 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -8919757.000000 Penalty: 5503.254395
	Iteration 16Q: 3 clusters Score -8919757 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -8920011.000000 Penalty: 5503.254395
	Iteration 17Q: 3 clusters Score -8920011 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -8920231.000000 Penalty: 5503.254395
	Iteration 18Q: 3 clusters Score -8920231 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -8920386.000000 Penalty: 5503.254395
	Iteration 19Q: 3 clusters Score -8920386 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -8920579.000000 Penalty: 5503.254395
	Iteration 20F: 3 clusters Score -8920579 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -8920732.000000 Penalty: 5503.254395
	Iteration 21Q: 3 clusters Score -8920732 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -8920855.000000 Penalty: 5503.254395
	Iteration 22Q: 3 clusters Score -8920855 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -8920992.000000 Penalty: 5503.254395
	Iteration 23Q: 3 clusters Score -8920992 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -8921185.000000 Penalty: 5503.254395
	Iteration 24Q: 3 clusters Score -8921185 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -8921295.000000 Penalty: 5503.254395
	Iteration 25Q: 3 clusters Score -8921295 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -8921427.000000 Penalty: 5503.254395
	Iteration 26Q: 3 clusters Score -8921427 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -8921545.000000 Penalty: 5503.254395
	Iteration 27Q: 3 clusters Score -8921545 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -8921742.000000 Penalty: 5503.254395
	Iteration 28Q: 3 clusters Score -8921742 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -8921873.000000 Penalty: 5503.254395
	Iteration 29Q: 3 clusters Score -8921873 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -8922015.000000 Penalty: 5503.254395
	Iteration 30Q: 3 clusters Score -8922015 nChanged 587
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8922156 nChanged 582
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8922356 nChanged 571
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8922508 nChanged 586
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8922683 nChanged 573
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8922868 nChanged 564
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8923028 nChanged 511
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Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8923133 nChanged 518
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Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8923287 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8923414 nChanged 477
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Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8923526 nChanged 462
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Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8923645 nChanged 489
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Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8923810 nChanged 470
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Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8923959 nChanged 412
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Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8924052 nChanged 389
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Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8924165 nChanged 323
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Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8924223 nChanged 309
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Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8924259 nChanged 261
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Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8924336 nChanged 258
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Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8924380 nChanged 217
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Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8924402 nChanged 188
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Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8924438 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8924478 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8924514 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8924550 nChanged 146
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Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8924582 nChanged 146
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Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8924607 nChanged 150
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Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8924645 nChanged 129
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Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8924647 nChanged 125
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Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8924650 nChanged 118
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Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8924657 nChanged 123
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Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60797 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8924724 nChanged 99
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Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8924735 nChanged 99
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Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8924772 nChanged 110
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Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8924777 nChanged 102
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Mstep: Class 1 contains 61205 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8924814 nChanged 104
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Mstep: Class 1 contains 61405 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8924821 nChanged 87
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Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8924862 nChanged 97
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Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8924876 nChanged 79
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Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8924895 nChanged 65
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Mstep: Class 1 contains 61731 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8924889 nChanged 77
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Mstep: Class 1 contains 61808 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8924921 nChanged 65
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Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8924944 nChanged 61
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Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8924943 nChanged 56
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Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8924958 nChanged 53
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Mstep: Class 1 contains 62041 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8924956 nChanged 56
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Mstep: Class 1 contains 62095 members 
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	Iteration 78Q: 3 clusters Score -8924949 nChanged 54
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Mstep: Class 1 contains 62149 members 
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	Iteration 79Q: 3 clusters Score -8924967 nChanged 59
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Mstep: Class 1 contains 62208 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8924968 nChanged 42
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Mstep: Class 1 contains 62250 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8924983 nChanged 38
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Mstep: Class 1 contains 62288 members 
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	Iteration 82Q: 3 clusters Score -8924980 nChanged 40
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Mstep: Class 1 contains 62328 members 
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	Iteration 83Q: 3 clusters Score -8924985 nChanged 33
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Mstep: Class 1 contains 62359 members 
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	Iteration 84Q: 3 clusters Score -8925002 nChanged 41
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Mstep: Class 1 contains 62400 members 
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	Iteration 85Q: 3 clusters Score -8925006 nChanged 31
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	Iteration 86Q: 3 clusters Score -8925009 nChanged 22
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Mstep: Class 1 contains 62453 members 
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	Iteration 87Q: 3 clusters Score -8925001 nChanged 20
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8925003 nChanged 19
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	Iteration 89Q: 3 clusters Score -8925000 nChanged 17
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Mstep: Class 1 contains 62509 members 
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	Iteration 90Q: 3 clusters Score -8925018 nChanged 13
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Mstep: Class 1 contains 62520 members 
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	Iteration 91Q: 3 clusters Score -8925014 nChanged 13
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	Iteration 92Q: 3 clusters Score -8925012 nChanged 9
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	Iteration 93Q: 3 clusters Score -8925008 nChanged 9
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	Iteration 94Q: 3 clusters Score -8925016 nChanged 4
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	Iteration 95Q: 3 clusters Score -8925022 nChanged 8
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	Iteration 96Q: 3 clusters Score -8925029 nChanged 4
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8925034 nChanged 4
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	Iteration 98Q: 3 clusters Score -8925035 nChanged 7
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Mstep: Class 1 contains 62576 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8925036 nChanged 6
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8925036 nChanged 6
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	Iteration 101Q: 3 clusters Score -8925042 nChanged 13
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	Iteration 102Q: 3 clusters Score -8925052 nChanged 20
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	Iteration 103Q: 3 clusters Score -8925054 nChanged 21
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	Iteration 104Q: 3 clusters Score -8925060 nChanged 16
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	Iteration 105Q: 3 clusters Score -8925064 nChanged 20
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	Iteration 106Q: 3 clusters Score -8925069 nChanged 16
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	Iteration 107Q: 3 clusters Score -8925073 nChanged 22
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	Iteration 108Q: 3 clusters Score -8925081 nChanged 17
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	Iteration 109Q: 3 clusters Score -8925085 nChanged 15
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	Iteration 110Q: 3 clusters Score -8925083 nChanged 8
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	Iteration 111Q: 3 clusters Score -8925081 nChanged 9
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	Iteration 112Q: 3 clusters Score -8925083 nChanged 5
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	Iteration 113Q: 3 clusters Score -8925086 nChanged 6
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	Iteration 114Q: 3 clusters Score -8925075 nChanged 10
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	Iteration 115Q: 3 clusters Score -8925083 nChanged 14
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	Iteration 116Q: 3 clusters Score -8925085 nChanged 14
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	Iteration 117Q: 3 clusters Score -8925088 nChanged 17
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	Iteration 118Q: 3 clusters Score -8925088 nChanged 17
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	Iteration 119Q: 3 clusters Score -8925081 nChanged 19
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	Iteration 120F: 3 clusters Score -8925081 nChanged 22
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	Iteration 121Q: 3 clusters Score -8925093 nChanged 20
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	Iteration 122Q: 3 clusters Score -8925099 nChanged 26
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	Iteration 123Q: 3 clusters Score -8925097 nChanged 18
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	Iteration 124Q: 3 clusters Score -8925097 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8925108.000000 Penalty: 5503.254395
	Iteration 125Q: 3 clusters Score -8925108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8925101.000000 Penalty: 5503.254395
	Iteration 126Q: 3 clusters Score -8925101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -8925113.000000 Penalty: 5503.254395
	Iteration 127Q: 3 clusters Score -8925113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8925121.000000 Penalty: 5503.254395
	Iteration 128Q: 3 clusters Score -8925121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8925125.000000 Penalty: 5503.254395
	Iteration 129Q: 3 clusters Score -8925125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8925134.000000 Penalty: 5503.254395
	Iteration 130Q: 3 clusters Score -8925134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8925137.000000 Penalty: 5503.254395
	Iteration 131Q: 3 clusters Score -8925137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -8925141.000000 Penalty: 5503.254395
	Iteration 132Q: 3 clusters Score -8925141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8925134.000000 Penalty: 5503.254395
	Iteration 133Q: 3 clusters Score -8925134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8925129.000000 Penalty: 5503.254395
	Iteration 134Q: 3 clusters Score -8925129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -8925128.000000 Penalty: 5503.254395
	Iteration 135Q: 3 clusters Score -8925128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -8925129.000000 Penalty: 5503.254395
	Iteration 136Q: 3 clusters Score -8925129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -8925128.000000 Penalty: 5503.254395
	Iteration 137Q: 3 clusters Score -8925128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -8925118.000000 Penalty: 5503.254395
	Iteration 138Q: 3 clusters Score -8925118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -8925115.000000 Penalty: 5503.254395
	Iteration 139Q: 3 clusters Score -8925115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -8925114.000000 Penalty: 5503.254395
	Iteration 140F: 3 clusters Score -8925114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8925113.000000 Penalty: 5503.254395
	Iteration 141Q: 3 clusters Score -8925113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8925118.000000 Penalty: 5503.254395
	Iteration 142Q: 3 clusters Score -8925118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -8925112.000000 Penalty: 5503.254395
	Iteration 143Q: 3 clusters Score -8925112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8925112.000000 Penalty: 5503.254395
	Iteration 144Q: 3 clusters Score -8925112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8925111.000000 Penalty: 5503.254395
	Iteration 145Q: 3 clusters Score -8925111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8925104.000000 Penalty: 5503.254395
	Iteration 146Q: 3 clusters Score -8925104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8925111.000000 Penalty: 5503.254395
	Iteration 147Q: 3 clusters Score -8925111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8925122.000000 Penalty: 5503.254395
	Iteration 148Q: 3 clusters Score -8925122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8925122.000000 Penalty: 5503.254395
	Iteration 149Q: 3 clusters Score -8925122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8925128.000000 Penalty: 5503.254395
	Iteration 150Q: 3 clusters Score -8925128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8925138.000000 Penalty: 5503.254395
	Iteration 151Q: 3 clusters Score -8925138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -8925150.000000 Penalty: 5503.254395
	Iteration 152Q: 3 clusters Score -8925150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -8925153.000000 Penalty: 5503.254395
	Iteration 153Q: 3 clusters Score -8925153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -8925160.000000 Penalty: 5503.254395
	Iteration 154Q: 3 clusters Score -8925160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -8925171.000000 Penalty: 5503.254395
	Iteration 155Q: 3 clusters Score -8925171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8925172.000000 Penalty: 5503.254395
	Iteration 156Q: 3 clusters Score -8925172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8925170.000000 Penalty: 5503.254395
	Iteration 157Q: 3 clusters Score -8925170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8925167.000000 Penalty: 5503.254395
	Iteration 158Q: 3 clusters Score -8925167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8925176.000000 Penalty: 5503.254395
	Iteration 159Q: 3 clusters Score -8925176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8925184.000000 Penalty: 5503.254395
	Iteration 160F: 3 clusters Score -8925184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8925180.000000 Penalty: 5503.254395
	Iteration 161Q: 3 clusters Score -8925180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -8925184.000000 Penalty: 5503.254395
	Iteration 162Q: 3 clusters Score -8925184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8925183.000000 Penalty: 5503.254395
	Iteration 163Q: 3 clusters Score -8925183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -8925189.000000 Penalty: 5503.254395
	Iteration 164Q: 3 clusters Score -8925189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8925185.000000 Penalty: 5503.254395
	Iteration 165Q: 3 clusters Score -8925185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8925186.000000 Penalty: 5503.254395
	Iteration 166Q: 3 clusters Score -8925186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8925193.000000 Penalty: 5503.254395
	Iteration 167Q: 3 clusters Score -8925193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8925186.000000 Penalty: 5503.254395
	Iteration 168Q: 3 clusters Score -8925186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8925191.000000 Penalty: 5503.254395
	Iteration 169Q: 3 clusters Score -8925191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8925195.000000 Penalty: 5503.254395
	Iteration 170Q: 3 clusters Score -8925195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -8925192.000000 Penalty: 5503.254395
	Iteration 171Q: 3 clusters Score -8925192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8925192.000000 Penalty: 5503.254395
	Iteration 172Q: 3 clusters Score -8925192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8925192.000000 Penalty: 5503.254395
	Iteration 173Q: 3 clusters Score -8925192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8925192.000000 Penalty: 5503.254395
	Iteration 174Q: 3 clusters Score -8925192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8925191.000000 Penalty: 5503.254395
	Iteration 175Q: 3 clusters Score -8925191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -8925189.000000 Penalty: 5503.254395
	Iteration 176Q: 3 clusters Score -8925189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8925193.000000 Penalty: 5503.254395
	Iteration 177Q: 3 clusters Score -8925193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8925199.000000 Penalty: 5503.254395
	Iteration 178Q: 3 clusters Score -8925199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8925213.000000 Penalty: 5503.254395
	Iteration 179Q: 3 clusters Score -8925213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8925215.000000 Penalty: 5503.254395
	Iteration 180F: 3 clusters Score -8925215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8925212.000000 Penalty: 5503.254395
	Iteration 181Q: 3 clusters Score -8925212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8925206.000000 Penalty: 5503.254395
	Iteration 182Q: 3 clusters Score -8925206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8925208.000000 Penalty: 5503.254395
	Iteration 183Q: 3 clusters Score -8925208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63366 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -8925215.000000 Penalty: 5503.254395
	Iteration 184Q: 3 clusters Score -8925215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -8925220.000000 Penalty: 5503.254395
	Iteration 185Q: 3 clusters Score -8925220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8925216.000000 Penalty: 5503.254395
	Iteration 186Q: 3 clusters Score -8925216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8925210.000000 Penalty: 5503.254395
	Iteration 187Q: 3 clusters Score -8925210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8925216.000000 Penalty: 5503.254395
	Iteration 188Q: 3 clusters Score -8925216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8925210.000000 Penalty: 5503.254395
	Iteration 189Q: 3 clusters Score -8925210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8925207.000000 Penalty: 5503.254395
	Iteration 190Q: 3 clusters Score -8925207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8925207.000000 Penalty: 5503.254395
	Iteration 191Q: 3 clusters Score -8925207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8925209.000000 Penalty: 5503.254395
	Iteration 192Q: 3 clusters Score -8925209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8925209.000000 Penalty: 5503.254395
	Iteration 193F: 3 clusters Score -8925209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Entering Unmasked Estep 
Score: -966338.375000 Penalty: 2210.426758
	Iteration 0F: 2 clusters Score -966338.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -960343.500000 Penalty: 4420.853516
	Iteration 0F: 3 clusters Score -960343.5 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -961857.375000 Penalty: 4420.853516
	Iteration 1F: 3 clusters Score -961857.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -962154.937500 Penalty: 4420.853516
	Iteration 2F: 3 clusters Score -962154.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -962364.937500 Penalty: 4420.853516
	Iteration 3F: 3 clusters Score -962364.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -962539.500000 Penalty: 4420.853516
	Iteration 4Q: 3 clusters Score -962539.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -962695.000000 Penalty: 4420.853516
	Iteration 5Q: 3 clusters Score -962695 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -962828.500000 Penalty: 4420.853516
	Iteration 6Q: 3 clusters Score -962828.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -962933.250000 Penalty: 4420.853516
	Iteration 7Q: 3 clusters Score -962933.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -963018.312500 Penalty: 4420.853516
	Iteration 8Q: 3 clusters Score -963018.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -963106.750000 Penalty: 4420.853516
	Iteration 9Q: 3 clusters Score -963106.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -963196.625000 Penalty: 4420.853516
	Iteration 10Q: 3 clusters Score -963196.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -963277.500000 Penalty: 4420.853516
	Iteration 11Q: 3 clusters Score -963277.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -963359.625000 Penalty: 4420.853516
	Iteration 12Q: 3 clusters Score -963359.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -963453.875000 Penalty: 4420.853516
	Iteration 13Q: 3 clusters Score -963453.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -963532.312500 Penalty: 4420.853516
	Iteration 14Q: 3 clusters Score -963532.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -963619.562500 Penalty: 4420.853516
	Iteration 15Q: 3 clusters Score -963619.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -963710.687500 Penalty: 4420.853516
	Iteration 16Q: 3 clusters Score -963710.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -963781.000000 Penalty: 4420.853516
	Iteration 17Q: 3 clusters Score -963781 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -963844.812500 Penalty: 4420.853516
	Iteration 18Q: 3 clusters Score -963844.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -963917.312500 Penalty: 4420.853516
	Iteration 19Q: 3 clusters Score -963917.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -963972.687500 Penalty: 4420.853516
	Iteration 20F: 3 clusters Score -963972.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -964015.250000 Penalty: 4420.853516
	Iteration 21Q: 3 clusters Score -964015.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -964047.875000 Penalty: 4420.853516
	Iteration 22Q: 3 clusters Score -964047.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -964075.500000 Penalty: 4420.853516
	Iteration 23Q: 3 clusters Score -964075.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -964097.562500 Penalty: 4420.853516
	Iteration 24Q: 3 clusters Score -964097.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -964130.187500 Penalty: 4420.853516
	Iteration 25Q: 3 clusters Score -964130.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -964163.062500 Penalty: 4420.853516
	Iteration 26Q: 3 clusters Score -964163.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -964187.562500 Penalty: 4420.853516
	Iteration 27Q: 3 clusters Score -964187.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -964211.812500 Penalty: 4420.853516
	Iteration 28Q: 3 clusters Score -964211.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -964236.312500 Penalty: 4420.853516
	Iteration 29Q: 3 clusters Score -964236.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -964255.187500 Penalty: 4420.853516
	Iteration 30Q: 3 clusters Score -964255.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -964267.125000 Penalty: 4420.853516
	Iteration 31Q: 3 clusters Score -964267.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -964279.312500 Penalty: 4420.853516
	Iteration 32Q: 3 clusters Score -964279.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -964287.625000 Penalty: 4420.853516
	Iteration 33Q: 3 clusters Score -964287.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -964290.187500 Penalty: 4420.853516
	Iteration 34Q: 3 clusters Score -964290.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -964294.000000 Penalty: 4420.853516
	Iteration 35Q: 3 clusters Score -964294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -964296.125000 Penalty: 4420.853516
	Iteration 36Q: 3 clusters Score -964296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -964299.437500 Penalty: 4420.853516
	Iteration 37Q: 3 clusters Score -964299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -964299.937500 Penalty: 4420.853516
	Iteration 38Q: 3 clusters Score -964299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -964301.250000 Penalty: 4420.853516
	Iteration 39Q: 3 clusters Score -964301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -964302.125000 Penalty: 4420.853516
	Iteration 40F: 3 clusters Score -964302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -964303.937500 Penalty: 4420.853516
	Iteration 41Q: 3 clusters Score -964303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -964304.312500 Penalty: 4420.853516
	Iteration 42Q: 3 clusters Score -964304.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -964305.250000 Penalty: 4420.853516
	Iteration 43Q: 3 clusters Score -964305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -964304.062500 Penalty: 4420.853516
	Iteration 44Q: 3 clusters Score -964304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -964304.437500 Penalty: 4420.853516
	Iteration 45Q: 3 clusters Score -964304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -964304.375000 Penalty: 4420.853516
	Iteration 46Q: 3 clusters Score -964304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -964305.687500 Penalty: 4420.853516
	Iteration 47Q: 3 clusters Score -964305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -964305.875000 Penalty: 4420.853516
	Iteration 48Q: 3 clusters Score -964305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -964306.500000 Penalty: 4420.853516
	Iteration 49Q: 3 clusters Score -964306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -964306.250000 Penalty: 4420.853516
	Iteration 50Q: 3 clusters Score -964306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -964305.187500 Penalty: 4420.853516
	Iteration 51Q: 3 clusters Score -964305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -964307.250000 Penalty: 4420.853516
	Iteration 52Q: 3 clusters Score -964307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -964308.000000 Penalty: 4420.853516
	Iteration 53Q: 3 clusters Score -964308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -964308.000000 Penalty: 4420.853516
	Iteration 54F: 3 clusters Score -964308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Entering Unmasked Estep 
Score: -295941.000000 Penalty: 1909.223755
	Iteration 0F: 2 clusters Score -295941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -293186.437500 Penalty: 3818.447510
	Iteration 0F: 3 clusters Score -293186.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -293711.625000 Penalty: 3818.447510
	Iteration 1F: 3 clusters Score -293711.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -293834.031250 Penalty: 3818.447510
	Iteration 2F: 3 clusters Score -293834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -293906.937500 Penalty: 3818.447510
	Iteration 3Q: 3 clusters Score -293906.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -293975.187500 Penalty: 3818.447510
	Iteration 4Q: 3 clusters Score -293975.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -294043.750000 Penalty: 3818.447510
	Iteration 5Q: 3 clusters Score -294043.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -294107.218750 Penalty: 3818.447510
	Iteration 6Q: 3 clusters Score -294107.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -294159.031250 Penalty: 3818.447510
	Iteration 7Q: 3 clusters Score -294159 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -294202.125000 Penalty: 3818.447510
	Iteration 8Q: 3 clusters Score -294202.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -294240.093750 Penalty: 3818.447510
	Iteration 9Q: 3 clusters Score -294240.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -294272.000000 Penalty: 3818.447510
	Iteration 10Q: 3 clusters Score -294272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -294300.437500 Penalty: 3818.447510
	Iteration 11Q: 3 clusters Score -294300.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -294336.093750 Penalty: 3818.447510
	Iteration 12Q: 3 clusters Score -294336.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -294373.375000 Penalty: 3818.447510
	Iteration 13Q: 3 clusters Score -294373.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -294408.000000 Penalty: 3818.447510
	Iteration 14Q: 3 clusters Score -294408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -294432.125000 Penalty: 3818.447510
	Iteration 15Q: 3 clusters Score -294432.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -294448.937500 Penalty: 3818.447510
	Iteration 16Q: 3 clusters Score -294448.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -294457.781250 Penalty: 3818.447510
	Iteration 17Q: 3 clusters Score -294457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -294466.187500 Penalty: 3818.447510
	Iteration 18Q: 3 clusters Score -294466.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -294476.125000 Penalty: 3818.447510
	Iteration 19Q: 3 clusters Score -294476.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -294484.562500 Penalty: 3818.447510
	Iteration 20F: 3 clusters Score -294484.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -294493.562500 Penalty: 3818.447510
	Iteration 21Q: 3 clusters Score -294493.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -294497.562500 Penalty: 3818.447510
	Iteration 22Q: 3 clusters Score -294497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -294501.437500 Penalty: 3818.447510
	Iteration 23Q: 3 clusters Score -294501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -294505.656250 Penalty: 3818.447510
	Iteration 24Q: 3 clusters Score -294505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -294507.656250 Penalty: 3818.447510
	Iteration 25Q: 3 clusters Score -294507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -294510.093750 Penalty: 3818.447510
	Iteration 26Q: 3 clusters Score -294510.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -294510.093750 Penalty: 3818.447510
	Iteration 27F: 3 clusters Score -294510.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Entering Unmasked Estep 
Score: -643834.500000 Penalty: 2099.542969
	Iteration 0F: 2 clusters Score -643834.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -639503.062500 Penalty: 4199.085938
	Iteration 0F: 3 clusters Score -639503.1 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -640440.875000 Penalty: 4199.085938
	Iteration 1F: 3 clusters Score -640440.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -640649.000000 Penalty: 4199.085938
	Iteration 2F: 3 clusters Score -640649 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -640765.687500 Penalty: 4199.085938
	Iteration 3F: 3 clusters Score -640765.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -640832.062500 Penalty: 4199.085938
	Iteration 4Q: 3 clusters Score -640832.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -640877.875000 Penalty: 4199.085938
	Iteration 5Q: 3 clusters Score -640877.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -640915.687500 Penalty: 4199.085938
	Iteration 6Q: 3 clusters Score -640915.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -640940.625000 Penalty: 4199.085938
	Iteration 7Q: 3 clusters Score -640940.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -640960.437500 Penalty: 4199.085938
	Iteration 8Q: 3 clusters Score -640960.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -640977.937500 Penalty: 4199.085938
	Iteration 9Q: 3 clusters Score -640977.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -640991.187500 Penalty: 4199.085938
	Iteration 10Q: 3 clusters Score -640991.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -641004.375000 Penalty: 4199.085938
	Iteration 11Q: 3 clusters Score -641004.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -641016.062500 Penalty: 4199.085938
	Iteration 12Q: 3 clusters Score -641016.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -641033.000000 Penalty: 4199.085938
	Iteration 13Q: 3 clusters Score -641033 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -641049.500000 Penalty: 4199.085938
	Iteration 14Q: 3 clusters Score -641049.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -641074.000000 Penalty: 4199.085938
	Iteration 15Q: 3 clusters Score -641074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -641093.375000 Penalty: 4199.085938
	Iteration 16Q: 3 clusters Score -641093.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -641113.312500 Penalty: 4199.085938
	Iteration 17Q: 3 clusters Score -641113.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -641136.500000 Penalty: 4199.085938
	Iteration 18Q: 3 clusters Score -641136.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -641160.250000 Penalty: 4199.085938
	Iteration 19Q: 3 clusters Score -641160.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -641185.125000 Penalty: 4199.085938
	Iteration 20F: 3 clusters Score -641185.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -641216.375000 Penalty: 4199.085938
	Iteration 21Q: 3 clusters Score -641216.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -641246.187500 Penalty: 4199.085938
	Iteration 22Q: 3 clusters Score -641246.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -641279.437500 Penalty: 4199.085938
	Iteration 23Q: 3 clusters Score -641279.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -641318.000000 Penalty: 4199.085938
	Iteration 24Q: 3 clusters Score -641318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -641361.375000 Penalty: 4199.085938
	Iteration 25Q: 3 clusters Score -641361.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -641401.437500 Penalty: 4199.085938
	Iteration 26Q: 3 clusters Score -641401.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -641437.562500 Penalty: 4199.085938
	Iteration 27Q: 3 clusters Score -641437.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -641477.625000 Penalty: 4199.085938
	Iteration 28Q: 3 clusters Score -641477.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -641513.875000 Penalty: 4199.085938
	Iteration 29Q: 3 clusters Score -641513.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -641557.750000 Penalty: 4199.085938
	Iteration 30Q: 3 clusters Score -641557.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -641603.937500 Penalty: 4199.085938
	Iteration 31Q: 3 clusters Score -641603.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -641649.625000 Penalty: 4199.085938
	Iteration 32Q: 3 clusters Score -641649.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -641686.437500 Penalty: 4199.085938
	Iteration 33Q: 3 clusters Score -641686.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -641721.062500 Penalty: 4199.085938
	Iteration 34Q: 3 clusters Score -641721.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -641748.937500 Penalty: 4199.085938
	Iteration 35Q: 3 clusters Score -641748.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -641776.812500 Penalty: 4199.085938
	Iteration 36Q: 3 clusters Score -641776.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -641808.250000 Penalty: 4199.085938
	Iteration 37Q: 3 clusters Score -641808.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -641841.000000 Penalty: 4199.085938
	Iteration 38Q: 3 clusters Score -641841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -641855.812500 Penalty: 4199.085938
	Iteration 39Q: 3 clusters Score -641855.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -641869.000000 Penalty: 4199.085938
	Iteration 40F: 3 clusters Score -641869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -641872.937500 Penalty: 4199.085938
	Iteration 41Q: 3 clusters Score -641872.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -641878.687500 Penalty: 4199.085938
	Iteration 42Q: 3 clusters Score -641878.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -641885.250000 Penalty: 4199.085938
	Iteration 43Q: 3 clusters Score -641885.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -641894.687500 Penalty: 4199.085938
	Iteration 44Q: 3 clusters Score -641894.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -641903.062500 Penalty: 4199.085938
	Iteration 45Q: 3 clusters Score -641903.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -641908.250000 Penalty: 4199.085938
	Iteration 46Q: 3 clusters Score -641908.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -641915.125000 Penalty: 4199.085938
	Iteration 47Q: 3 clusters Score -641915.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -641925.125000 Penalty: 4199.085938
	Iteration 48Q: 3 clusters Score -641925.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -641934.562500 Penalty: 4199.085938
	Iteration 49Q: 3 clusters Score -641934.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -641941.312500 Penalty: 4199.085938
	Iteration 50Q: 3 clusters Score -641941.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -641949.187500 Penalty: 4199.085938
	Iteration 51Q: 3 clusters Score -641949.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -641959.562500 Penalty: 4199.085938
	Iteration 52Q: 3 clusters Score -641959.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -641968.250000 Penalty: 4199.085938
	Iteration 53Q: 3 clusters Score -641968.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -641977.687500 Penalty: 4199.085938
	Iteration 54Q: 3 clusters Score -641977.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -641986.437500 Penalty: 4199.085938
	Iteration 55Q: 3 clusters Score -641986.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -641995.500000 Penalty: 4199.085938
	Iteration 56Q: 3 clusters Score -641995.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -642002.750000 Penalty: 4199.085938
	Iteration 57Q: 3 clusters Score -642002.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -642007.937500 Penalty: 4199.085938
	Iteration 58Q: 3 clusters Score -642007.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -642013.687500 Penalty: 4199.085938
	Iteration 59Q: 3 clusters Score -642013.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -642015.250000 Penalty: 4199.085938
	Iteration 60F: 3 clusters Score -642015.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -642019.125000 Penalty: 4199.085938
	Iteration 61Q: 3 clusters Score -642019.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -642026.562500 Penalty: 4199.085938
	Iteration 62Q: 3 clusters Score -642026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -642030.062500 Penalty: 4199.085938
	Iteration 63Q: 3 clusters Score -642030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -642033.687500 Penalty: 4199.085938
	Iteration 64Q: 3 clusters Score -642033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -642035.500000 Penalty: 4199.085938
	Iteration 65Q: 3 clusters Score -642035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -642038.187500 Penalty: 4199.085938
	Iteration 66Q: 3 clusters Score -642038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -642039.187500 Penalty: 4199.085938
	Iteration 67Q: 3 clusters Score -642039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -642040.187500 Penalty: 4199.085938
	Iteration 68Q: 3 clusters Score -642040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -642041.250000 Penalty: 4199.085938
	Iteration 69Q: 3 clusters Score -642041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -642041.375000 Penalty: 4199.085938
	Iteration 70Q: 3 clusters Score -642041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -642042.375000 Penalty: 4199.085938
	Iteration 71Q: 3 clusters Score -642042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -642045.125000 Penalty: 4199.085938
	Iteration 72Q: 3 clusters Score -642045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -642045.062500 Penalty: 4199.085938
	Iteration 73Q: 3 clusters Score -642045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -642047.750000 Penalty: 4199.085938
	Iteration 74Q: 3 clusters Score -642047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -642049.187500 Penalty: 4199.085938
	Iteration 75Q: 3 clusters Score -642049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -642049.625000 Penalty: 4199.085938
	Iteration 76Q: 3 clusters Score -642049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -642050.062500 Penalty: 4199.085938
	Iteration 77Q: 3 clusters Score -642050.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -642051.000000 Penalty: 4199.085938
	Iteration 78Q: 3 clusters Score -642051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -642051.000000 Penalty: 4199.085938
	Iteration 79F: 3 clusters Score -642051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173422 members 
Entering Unmasked Estep 
Score: -23245404.000000 Penalty: 2991.743896
	Iteration 0F: 2 clusters Score -2.32454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -23131078.000000 Penalty: 5983.487793
	Iteration 0F: 3 clusters Score -2.313108e+07 nChanged 83336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -23180466.000000 Penalty: 5983.487793
	Iteration 1F: 3 clusters Score -2.318047e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -23181616.000000 Penalty: 5983.487793
	Iteration 2Q: 3 clusters Score -2.318162e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -23183170.000000 Penalty: 5983.487793
	Iteration 3Q: 3 clusters Score -2.318317e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 94314 members 
Entering Unmasked Estep 
Score: -23185324.000000 Penalty: 5983.487793
	Iteration 4Q: 3 clusters Score -2.318532e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 97760 members 
Entering Unmasked Estep 
Score: -23188466.000000 Penalty: 5983.487793
	Iteration 5Q: 3 clusters Score -2.318847e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -23193134.000000 Penalty: 5983.487793
	Iteration 6F: 3 clusters Score -2.319313e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -23200182.000000 Penalty: 5983.487793
	Iteration 7F: 3 clusters Score -2.320018e+07 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 112507 members 
Entering Unmasked Estep 
Score: -23208936.000000 Penalty: 5983.487793
	Iteration 8F: 3 clusters Score -2.320894e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 116366 members 
Entering Unmasked Estep 
Score: -23216138.000000 Penalty: 5983.487793
	Iteration 9F: 3 clusters Score -2.321614e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 119122 members 
Entering Unmasked Estep 
Score: -23219736.000000 Penalty: 5983.487793
	Iteration 10Q: 3 clusters Score -2.321974e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 121593 members 
Entering Unmasked Estep 
Score: -23221280.000000 Penalty: 5983.487793
	Iteration 11Q: 3 clusters Score -2.322128e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 124032 members 
Entering Unmasked Estep 
Score: -23222192.000000 Penalty: 5983.487793
	Iteration 12Q: 3 clusters Score -2.322219e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 126462 members 
Entering Unmasked Estep 
Score: -23222960.000000 Penalty: 5983.487793
	Iteration 13Q: 3 clusters Score -2.322296e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 129052 members 
Entering Unmasked Estep 
Score: -23223818.000000 Penalty: 5983.487793
	Iteration 14Q: 3 clusters Score -2.322382e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 131742 members 
Entering Unmasked Estep 
Score: -23224798.000000 Penalty: 5983.487793
	Iteration 15Q: 3 clusters Score -2.32248e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 134605 members 
Entering Unmasked Estep 
Score: -23225782.000000 Penalty: 5983.487793
	Iteration 16Q: 3 clusters Score -2.322578e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 137582 members 
Entering Unmasked Estep 
Score: -23226970.000000 Penalty: 5983.487793
	Iteration 17Q: 3 clusters Score -2.322697e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 140659 members 
Entering Unmasked Estep 
Score: -23228154.000000 Penalty: 5983.487793
	Iteration 18Q: 3 clusters Score -2.322815e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 143882 members 
Entering Unmasked Estep 
Score: -23229478.000000 Penalty: 5983.487793
	Iteration 19Q: 3 clusters Score -2.322948e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 147116 members 
Entering Unmasked Estep 
Score: -23230804.000000 Penalty: 5983.487793
	Iteration 20F: 3 clusters Score -2.32308e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 150374 members 
Entering Unmasked Estep 
Score: -23232160.000000 Penalty: 5983.487793
	Iteration 21Q: 3 clusters Score -2.323216e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 153584 members 
Entering Unmasked Estep 
Score: -23233614.000000 Penalty: 5983.487793
	Iteration 22Q: 3 clusters Score -2.323361e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 156654 members 
Entering Unmasked Estep 
Score: -23235222.000000 Penalty: 5983.487793
	Iteration 23Q: 3 clusters Score -2.323522e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 159645 members 
Entering Unmasked Estep 
Score: -23236692.000000 Penalty: 5983.487793
	Iteration 24Q: 3 clusters Score -2.323669e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 162466 members 
Entering Unmasked Estep 
Score: -23237990.000000 Penalty: 5983.487793
	Iteration 25Q: 3 clusters Score -2.323799e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 164947 members 
Entering Unmasked Estep 
Score: -23239030.000000 Penalty: 5983.487793
	Iteration 26Q: 3 clusters Score -2.323903e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 166992 members 
Entering Unmasked Estep 
Score: -23239994.000000 Penalty: 5983.487793
	Iteration 27Q: 3 clusters Score -2.323999e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 168637 members 
Entering Unmasked Estep 
Score: -23240712.000000 Penalty: 5983.487793
	Iteration 28Q: 3 clusters Score -2.324071e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 169883 members 
Entering Unmasked Estep 
Score: -23241360.000000 Penalty: 5983.487793
	Iteration 29Q: 3 clusters Score -2.324136e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 170793 members 
Entering Unmasked Estep 
Score: -23241810.000000 Penalty: 5983.487793
	Iteration 30Q: 3 clusters Score -2.324181e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -23242058.000000 Penalty: 5983.487793
	Iteration 31Q: 3 clusters Score -2.324206e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 171859 members 
Entering Unmasked Estep 
Score: -23242264.000000 Penalty: 5983.487793
	Iteration 32Q: 3 clusters Score -2.324226e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 172136 members 
Entering Unmasked Estep 
Score: -23242390.000000 Penalty: 5983.487793
	Iteration 33Q: 3 clusters Score -2.324239e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 172317 members 
Entering Unmasked Estep 
Score: -23242520.000000 Penalty: 5983.487793
	Iteration 34Q: 3 clusters Score -2.324252e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 172464 members 
Entering Unmasked Estep 
Score: -23242604.000000 Penalty: 5983.487793
	Iteration 35Q: 3 clusters Score -2.32426e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 172566 members 
Entering Unmasked Estep 
Score: -23242654.000000 Penalty: 5983.487793
	Iteration 36Q: 3 clusters Score -2.324265e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 172639 members 
Entering Unmasked Estep 
Score: -23242722.000000 Penalty: 5983.487793
	Iteration 37Q: 3 clusters Score -2.324272e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 172684 members 
Entering Unmasked Estep 
Score: -23242740.000000 Penalty: 5983.487793
	Iteration 38Q: 3 clusters Score -2.324274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 172720 members 
Entering Unmasked Estep 
Score: -23242756.000000 Penalty: 5983.487793
	Iteration 39Q: 3 clusters Score -2.324276e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 172760 members 
Entering Unmasked Estep 
Score: -23242812.000000 Penalty: 5983.487793
	Iteration 40F: 3 clusters Score -2.324281e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 172790 members 
Entering Unmasked Estep 
Score: -23242834.000000 Penalty: 5983.487793
	Iteration 41Q: 3 clusters Score -2.324283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 172805 members 
Entering Unmasked Estep 
Score: -23242844.000000 Penalty: 5983.487793
	Iteration 42Q: 3 clusters Score -2.324284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 172816 members 
Entering Unmasked Estep 
Score: -23242852.000000 Penalty: 5983.487793
	Iteration 43Q: 3 clusters Score -2.324285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 172827 members 
Entering Unmasked Estep 
Score: -23242842.000000 Penalty: 5983.487793
	Iteration 44Q: 3 clusters Score -2.324284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 172839 members 
Entering Unmasked Estep 
Score: -23242834.000000 Penalty: 5983.487793
	Iteration 45Q: 3 clusters Score -2.324283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 172843 members 
Entering Unmasked Estep 
Score: -23242842.000000 Penalty: 5983.487793
	Iteration 46Q: 3 clusters Score -2.324284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 172850 members 
Entering Unmasked Estep 
Score: -23242848.000000 Penalty: 5983.487793
	Iteration 47Q: 3 clusters Score -2.324285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 172858 members 
Entering Unmasked Estep 
Score: -23242848.000000 Penalty: 5983.487793
	Iteration 48Q: 3 clusters Score -2.324285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 172859 members 
Entering Unmasked Estep 
Score: -23242846.000000 Penalty: 5983.487793
	Iteration 49Q: 3 clusters Score -2.324285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 172861 members 
Entering Unmasked Estep 
Score: -23242862.000000 Penalty: 5983.487793
	Iteration 50Q: 3 clusters Score -2.324286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 172863 members 
Entering Unmasked Estep 
Score: -23242886.000000 Penalty: 5983.487793
	Iteration 51Q: 3 clusters Score -2.324289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 172865 members 
Entering Unmasked Estep 
Score: -23242878.000000 Penalty: 5983.487793
	Iteration 52Q: 3 clusters Score -2.324288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 172867 members 
Entering Unmasked Estep 
Score: -23242866.000000 Penalty: 5983.487793
	Iteration 53Q: 3 clusters Score -2.324287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 172866 members 
Entering Unmasked Estep 
Score: -23242870.000000 Penalty: 5983.487793
	Iteration 54Q: 3 clusters Score -2.324287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 172868 members 
Entering Unmasked Estep 
Score: -23242884.000000 Penalty: 5983.487793
	Iteration 55Q: 3 clusters Score -2.324288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
Score: -23242882.000000 Penalty: 5983.487793
	Iteration 56Q: 3 clusters Score -2.324288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172876 members 
Entering Unmasked Estep 
Score: -23242902.000000 Penalty: 5983.487793
	Iteration 57Q: 3 clusters Score -2.32429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 172879 members 
Entering Unmasked Estep 
Score: -23242900.000000 Penalty: 5983.487793
	Iteration 58Q: 3 clusters Score -2.32429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 172880 members 
Entering Unmasked Estep 
Score: -23242906.000000 Penalty: 5983.487793
	Iteration 59Q: 3 clusters Score -2.324291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 172881 members 
Entering Unmasked Estep 
Score: -23242902.000000 Penalty: 5983.487793
	Iteration 60F: 3 clusters Score -2.32429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 172883 members 
Entering Unmasked Estep 
Score: -23242890.000000 Penalty: 5983.487793
	Iteration 61Q: 3 clusters Score -2.324289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -23242896.000000 Penalty: 5983.487793
	Iteration 62Q: 3 clusters Score -2.32429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 172887 members 
Entering Unmasked Estep 
Score: -23242900.000000 Penalty: 5983.487793
	Iteration 63Q: 3 clusters Score -2.32429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 172889 members 
Entering Unmasked Estep 
Score: -23242906.000000 Penalty: 5983.487793
	Iteration 64Q: 3 clusters Score -2.324291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -23242916.000000 Penalty: 5983.487793
	Iteration 65Q: 3 clusters Score -2.324292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 172895 members 
Entering Unmasked Estep 
Score: -23242902.000000 Penalty: 5983.487793
	Iteration 66Q: 3 clusters Score -2.32429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 172897 members 
Entering Unmasked Estep 
Score: -23242900.000000 Penalty: 5983.487793
	Iteration 67Q: 3 clusters Score -2.32429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 172900 members 
Entering Unmasked Estep 
Score: -23242918.000000 Penalty: 5983.487793
	Iteration 68Q: 3 clusters Score -2.324292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 172904 members 
Entering Unmasked Estep 
Score: -23242932.000000 Penalty: 5983.487793
	Iteration 69Q: 3 clusters Score -2.324293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -23242926.000000 Penalty: 5983.487793
	Iteration 70Q: 3 clusters Score -2.324293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 172912 members 
Entering Unmasked Estep 
Score: -23242914.000000 Penalty: 5983.487793
	Iteration 71Q: 3 clusters Score -2.324291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 172917 members 
Entering Unmasked Estep 
Score: -23242910.000000 Penalty: 5983.487793
	Iteration 72Q: 3 clusters Score -2.324291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 172920 members 
Entering Unmasked Estep 
Score: -23242924.000000 Penalty: 5983.487793
	Iteration 73Q: 3 clusters Score -2.324292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 172920 members 
Entering Unmasked Estep 
Score: -23242924.000000 Penalty: 5983.487793
	Iteration 74F: 3 clusters Score -2.324292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -56723.410156 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -56723.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55253.468750 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -55253.47 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55417.691406 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -55417.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55470.234375 Penalty: 3031.287842
	Iteration 2Q: 3 clusters Score -55470.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55492.417969 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -55492.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55495.777344 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -55495.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55501.164062 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -55501.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55510.445312 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -55510.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55517.136719 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -55517.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55524.609375 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -55524.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55527.742188 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -55527.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55529.558594 Penalty: 3031.287842
	Iteration 10Q: 3 clusters Score -55529.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55529.558594 Penalty: 3031.287842
	Iteration 11F: 3 clusters Score -55529.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -51574.851562 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -51574.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50249.359375 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -50249.36 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50542.531250 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -50542.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50716.222656 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -50716.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -50838.269531 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -50838.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50898.957031 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -50898.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -50921.812500 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -50921.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50946.109375 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -50946.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -50981.507812 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -50981.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -51024.753906 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -51024.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -51097.976562 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -51097.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -51160.292969 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -51160.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -51183.375000 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -51183.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -51195.179688 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -51195.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -51222.664062 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -51222.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -51225.566406 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -51225.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -51227.253906 Penalty: 3022.410645
	Iteration 15F: 3 clusters Score -51227.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -51240.734375 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -51240.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -51251.921875 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -51251.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -51264.800781 Penalty: 3022.410645
	Iteration 18Q: 3 clusters Score -51264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -51269.738281 Penalty: 3022.410645
	Iteration 19Q: 3 clusters Score -51269.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -51272.421875 Penalty: 3022.410645
	Iteration 20F: 3 clusters Score -51272.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Entering Unmasked Estep 
Score: -350112.906250 Penalty: 1965.618408
	Iteration 0F: 2 clusters Score -350112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -346989.343750 Penalty: 3931.236816
	Iteration 0F: 3 clusters Score -346989.3 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -347747.500000 Penalty: 3931.236816
	Iteration 1F: 3 clusters Score -347747.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -348010.062500 Penalty: 3931.236816
	Iteration 2F: 3 clusters Score -348010.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -348222.656250 Penalty: 3931.236816
	Iteration 3F: 3 clusters Score -348222.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -348404.375000 Penalty: 3931.236816
	Iteration 4F: 3 clusters Score -348404.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -348518.187500 Penalty: 3931.236816
	Iteration 5Q: 3 clusters Score -348518.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -348588.812500 Penalty: 3931.236816
	Iteration 6Q: 3 clusters Score -348588.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -348636.562500 Penalty: 3931.236816
	Iteration 7Q: 3 clusters Score -348636.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -348672.937500 Penalty: 3931.236816
	Iteration 8Q: 3 clusters Score -348672.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -348700.500000 Penalty: 3931.236816
	Iteration 9Q: 3 clusters Score -348700.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -348727.250000 Penalty: 3931.236816
	Iteration 10Q: 3 clusters Score -348727.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -348758.531250 Penalty: 3931.236816
	Iteration 11Q: 3 clusters Score -348758.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -348787.281250 Penalty: 3931.236816
	Iteration 12Q: 3 clusters Score -348787.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -348809.281250 Penalty: 3931.236816
	Iteration 13Q: 3 clusters Score -348809.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -348832.562500 Penalty: 3931.236816
	Iteration 14Q: 3 clusters Score -348832.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -348856.375000 Penalty: 3931.236816
	Iteration 15Q: 3 clusters Score -348856.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -348876.937500 Penalty: 3931.236816
	Iteration 16Q: 3 clusters Score -348876.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -348891.218750 Penalty: 3931.236816
	Iteration 17Q: 3 clusters Score -348891.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -348913.093750 Penalty: 3931.236816
	Iteration 18Q: 3 clusters Score -348913.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -348931.187500 Penalty: 3931.236816
	Iteration 19Q: 3 clusters Score -348931.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -348952.968750 Penalty: 3931.236816
	Iteration 20F: 3 clusters Score -348953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -348981.656250 Penalty: 3931.236816
	Iteration 21Q: 3 clusters Score -348981.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -349006.656250 Penalty: 3931.236816
	Iteration 22Q: 3 clusters Score -349006.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -349035.000000 Penalty: 3931.236816
	Iteration 23Q: 3 clusters Score -349035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -349049.937500 Penalty: 3931.236816
	Iteration 24Q: 3 clusters Score -349049.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -349064.625000 Penalty: 3931.236816
	Iteration 25Q: 3 clusters Score -349064.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -349080.187500 Penalty: 3931.236816
	Iteration 26Q: 3 clusters Score -349080.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -349097.218750 Penalty: 3931.236816
	Iteration 27Q: 3 clusters Score -349097.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -349122.031250 Penalty: 3931.236816
	Iteration 28Q: 3 clusters Score -349122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -349151.031250 Penalty: 3931.236816
	Iteration 29Q: 3 clusters Score -349151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -349193.718750 Penalty: 3931.236816
	Iteration 30Q: 3 clusters Score -349193.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -349232.687500 Penalty: 3931.236816
	Iteration 31Q: 3 clusters Score -349232.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -349263.781250 Penalty: 3931.236816
	Iteration 32Q: 3 clusters Score -349263.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -349277.656250 Penalty: 3931.236816
	Iteration 33Q: 3 clusters Score -349277.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -349288.406250 Penalty: 3931.236816
	Iteration 34Q: 3 clusters Score -349288.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -349299.750000 Penalty: 3931.236816
	Iteration 35Q: 3 clusters Score -349299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -349307.062500 Penalty: 3931.236816
	Iteration 36Q: 3 clusters Score -349307.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -349315.562500 Penalty: 3931.236816
	Iteration 37Q: 3 clusters Score -349315.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -349326.125000 Penalty: 3931.236816
	Iteration 38Q: 3 clusters Score -349326.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -349339.312500 Penalty: 3931.236816
	Iteration 39Q: 3 clusters Score -349339.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -349346.875000 Penalty: 3931.236816
	Iteration 40F: 3 clusters Score -349346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -349352.656250 Penalty: 3931.236816
	Iteration 41Q: 3 clusters Score -349352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -349357.156250 Penalty: 3931.236816
	Iteration 42Q: 3 clusters Score -349357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -349358.750000 Penalty: 3931.236816
	Iteration 43Q: 3 clusters Score -349358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -349358.656250 Penalty: 3931.236816
	Iteration 44Q: 3 clusters Score -349358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -349360.218750 Penalty: 3931.236816
	Iteration 45Q: 3 clusters Score -349360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -349360.218750 Penalty: 3931.236816
	Iteration 46F: 3 clusters Score -349360.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Entering Unmasked Estep 
Score: -326455.375000 Penalty: 1944.495117
	Iteration 0F: 2 clusters Score -326455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -323504.593750 Penalty: 3888.990234
	Iteration 0F: 3 clusters Score -323504.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -324086.531250 Penalty: 3888.990234
	Iteration 1F: 3 clusters Score -324086.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -324254.281250 Penalty: 3888.990234
	Iteration 2F: 3 clusters Score -324254.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -324353.468750 Penalty: 3888.990234
	Iteration 3Q: 3 clusters Score -324353.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -324407.187500 Penalty: 3888.990234
	Iteration 4Q: 3 clusters Score -324407.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324450.375000 Penalty: 3888.990234
	Iteration 5Q: 3 clusters Score -324450.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -324485.593750 Penalty: 3888.990234
	Iteration 6Q: 3 clusters Score -324485.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -324515.593750 Penalty: 3888.990234
	Iteration 7Q: 3 clusters Score -324515.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -324544.625000 Penalty: 3888.990234
	Iteration 8Q: 3 clusters Score -324544.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -324572.437500 Penalty: 3888.990234
	Iteration 9Q: 3 clusters Score -324572.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -324601.656250 Penalty: 3888.990234
	Iteration 10Q: 3 clusters Score -324601.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -324623.812500 Penalty: 3888.990234
	Iteration 11Q: 3 clusters Score -324623.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -324650.093750 Penalty: 3888.990234
	Iteration 12Q: 3 clusters Score -324650.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -324678.500000 Penalty: 3888.990234
	Iteration 13Q: 3 clusters Score -324678.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -324704.750000 Penalty: 3888.990234
	Iteration 14Q: 3 clusters Score -324704.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -324723.000000 Penalty: 3888.990234
	Iteration 15Q: 3 clusters Score -324723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -324738.437500 Penalty: 3888.990234
	Iteration 16Q: 3 clusters Score -324738.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -324755.281250 Penalty: 3888.990234
	Iteration 17Q: 3 clusters Score -324755.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -324788.062500 Penalty: 3888.990234
	Iteration 18Q: 3 clusters Score -324788.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -324829.187500 Penalty: 3888.990234
	Iteration 19Q: 3 clusters Score -324829.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -324866.531250 Penalty: 3888.990234
	Iteration 20F: 3 clusters Score -324866.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -324904.750000 Penalty: 3888.990234
	Iteration 21Q: 3 clusters Score -324904.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -324956.906250 Penalty: 3888.990234
	Iteration 22Q: 3 clusters Score -324956.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -324998.125000 Penalty: 3888.990234
	Iteration 23Q: 3 clusters Score -324998.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -325044.125000 Penalty: 3888.990234
	Iteration 24Q: 3 clusters Score -325044.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -325082.437500 Penalty: 3888.990234
	Iteration 25Q: 3 clusters Score -325082.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -325116.375000 Penalty: 3888.990234
	Iteration 26Q: 3 clusters Score -325116.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -325134.656250 Penalty: 3888.990234
	Iteration 27Q: 3 clusters Score -325134.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -325162.031250 Penalty: 3888.990234
	Iteration 28Q: 3 clusters Score -325162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -325182.875000 Penalty: 3888.990234
	Iteration 29Q: 3 clusters Score -325182.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -325196.187500 Penalty: 3888.990234
	Iteration 30Q: 3 clusters Score -325196.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -325209.531250 Penalty: 3888.990234
	Iteration 31Q: 3 clusters Score -325209.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -325224.375000 Penalty: 3888.990234
	Iteration 32Q: 3 clusters Score -325224.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -325232.687500 Penalty: 3888.990234
	Iteration 33Q: 3 clusters Score -325232.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -325239.687500 Penalty: 3888.990234
	Iteration 34Q: 3 clusters Score -325239.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -325243.718750 Penalty: 3888.990234
	Iteration 35Q: 3 clusters Score -325243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -325245.531250 Penalty: 3888.990234
	Iteration 36Q: 3 clusters Score -325245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -325246.343750 Penalty: 3888.990234
	Iteration 37Q: 3 clusters Score -325246.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -325248.000000 Penalty: 3888.990234
	Iteration 38Q: 3 clusters Score -325248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -325248.718750 Penalty: 3888.990234
	Iteration 39Q: 3 clusters Score -325248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -325249.531250 Penalty: 3888.990234
	Iteration 40F: 3 clusters Score -325249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -325251.406250 Penalty: 3888.990234
	Iteration 41Q: 3 clusters Score -325251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -325252.781250 Penalty: 3888.990234
	Iteration 42Q: 3 clusters Score -325252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -325254.031250 Penalty: 3888.990234
	Iteration 43Q: 3 clusters Score -325254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -325254.093750 Penalty: 3888.990234
	Iteration 44Q: 3 clusters Score -325254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -325254.093750 Penalty: 3888.990234
	Iteration 45F: 3 clusters Score -325254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Entering Unmasked Estep 
Score: -3897057.000000 Penalty: 2545.555908
	Iteration 0F: 2 clusters Score -3897057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3877247.500000 Penalty: 5091.111816
	Iteration 0F: 3 clusters Score -3877248 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3884319.000000 Penalty: 5091.111816
	Iteration 1F: 3 clusters Score -3884319 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3884906.750000 Penalty: 5091.111816
	Iteration 2F: 3 clusters Score -3884907 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3885595.500000 Penalty: 5091.111816
	Iteration 3F: 3 clusters Score -3885596 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3886553.750000 Penalty: 5091.111816
	Iteration 4F: 3 clusters Score -3886554 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3888101.000000 Penalty: 5091.111816
	Iteration 5F: 3 clusters Score -3888101 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3890283.750000 Penalty: 5091.111816
	Iteration 6F: 3 clusters Score -3890284 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3892669.250000 Penalty: 5091.111816
	Iteration 7F: 3 clusters Score -3892669 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3894506.000000 Penalty: 5091.111816
	Iteration 8F: 3 clusters Score -3894506 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3895493.250000 Penalty: 5091.111816
	Iteration 9Q: 3 clusters Score -3895493 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3895913.500000 Penalty: 5091.111816
	Iteration 10Q: 3 clusters Score -3895914 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3896151.750000 Penalty: 5091.111816
	Iteration 11Q: 3 clusters Score -3896152 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3896260.750000 Penalty: 5091.111816
	Iteration 12Q: 3 clusters Score -3896261 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3896336.000000 Penalty: 5091.111816
	Iteration 13Q: 3 clusters Score -3896336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3896379.500000 Penalty: 5091.111816
	Iteration 14Q: 3 clusters Score -3896380 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3896425.000000 Penalty: 5091.111816
	Iteration 15Q: 3 clusters Score -3896425 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3896456.750000 Penalty: 5091.111816
	Iteration 16Q: 3 clusters Score -3896457 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3896493.750000 Penalty: 5091.111816
	Iteration 17Q: 3 clusters Score -3896494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3896520.250000 Penalty: 5091.111816
	Iteration 18Q: 3 clusters Score -3896520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3896540.000000 Penalty: 5091.111816
	Iteration 19Q: 3 clusters Score -3896540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3896561.250000 Penalty: 5091.111816
	Iteration 20F: 3 clusters Score -3896561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3896582.750000 Penalty: 5091.111816
	Iteration 21Q: 3 clusters Score -3896583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3896587.750000 Penalty: 5091.111816
	Iteration 22Q: 3 clusters Score -3896588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3896593.250000 Penalty: 5091.111816
	Iteration 23Q: 3 clusters Score -3896593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3896599.250000 Penalty: 5091.111816
	Iteration 24Q: 3 clusters Score -3896599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3896608.000000 Penalty: 5091.111816
	Iteration 25Q: 3 clusters Score -3896608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3896607.500000 Penalty: 5091.111816
	Iteration 26Q: 3 clusters Score -3896608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3896611.500000 Penalty: 5091.111816
	Iteration 27Q: 3 clusters Score -3896612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3896614.750000 Penalty: 5091.111816
	Iteration 28Q: 3 clusters Score -3896615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3896615.750000 Penalty: 5091.111816
	Iteration 29Q: 3 clusters Score -3896616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3896617.250000 Penalty: 5091.111816
	Iteration 30Q: 3 clusters Score -3896617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3896617.750000 Penalty: 5091.111816
	Iteration 31Q: 3 clusters Score -3896618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3896618.250000 Penalty: 5091.111816
	Iteration 32Q: 3 clusters Score -3896618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3896617.000000 Penalty: 5091.111816
	Iteration 33Q: 3 clusters Score -3896617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3896617.000000 Penalty: 5091.111816
	Iteration 34Q: 3 clusters Score -3896617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3896615.500000 Penalty: 5091.111816
	Iteration 35Q: 3 clusters Score -3896616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3896615.500000 Penalty: 5091.111816
	Iteration 36F: 3 clusters Score -3896616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Entering Unmasked Estep 
Score: -3612961.500000 Penalty: 2531.746094
	Iteration 0F: 2 clusters Score -3612962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3594278.750000 Penalty: 5063.492188
	Iteration 0F: 3 clusters Score -3594279 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3600981.000000 Penalty: 5063.492188
	Iteration 1F: 3 clusters Score -3600981 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3601414.250000 Penalty: 5063.492188
	Iteration 2Q: 3 clusters Score -3601414 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3601803.250000 Penalty: 5063.492188
	Iteration 3Q: 3 clusters Score -3601803 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3602188.750000 Penalty: 5063.492188
	Iteration 4Q: 3 clusters Score -3602189 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3602648.250000 Penalty: 5063.492188
	Iteration 5Q: 3 clusters Score -3602648 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3603213.500000 Penalty: 5063.492188
	Iteration 6Q: 3 clusters Score -3603214 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3603812.000000 Penalty: 5063.492188
	Iteration 7Q: 3 clusters Score -3603812 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3604445.500000 Penalty: 5063.492188
	Iteration 8Q: 3 clusters Score -3604446 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3605062.000000 Penalty: 5063.492188
	Iteration 9Q: 3 clusters Score -3605062 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3605650.500000 Penalty: 5063.492188
	Iteration 10Q: 3 clusters Score -3605650 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3606218.000000 Penalty: 5063.492188
	Iteration 11Q: 3 clusters Score -3606218 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3606692.750000 Penalty: 5063.492188
	Iteration 12Q: 3 clusters Score -3606693 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3607076.000000 Penalty: 5063.492188
	Iteration 13Q: 3 clusters Score -3607076 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3607327.250000 Penalty: 5063.492188
	Iteration 14Q: 3 clusters Score -3607327 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3607523.500000 Penalty: 5063.492188
	Iteration 15Q: 3 clusters Score -3607524 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3607673.250000 Penalty: 5063.492188
	Iteration 16Q: 3 clusters Score -3607673 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3607820.000000 Penalty: 5063.492188
	Iteration 17Q: 3 clusters Score -3607820 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3607902.750000 Penalty: 5063.492188
	Iteration 18Q: 3 clusters Score -3607903 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3607979.500000 Penalty: 5063.492188
	Iteration 19Q: 3 clusters Score -3607980 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3608045.000000 Penalty: 5063.492188
	Iteration 20F: 3 clusters Score -3608045 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3608094.500000 Penalty: 5063.492188
	Iteration 21Q: 3 clusters Score -3608094 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3608138.250000 Penalty: 5063.492188
	Iteration 22Q: 3 clusters Score -3608138 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3608179.000000 Penalty: 5063.492188
	Iteration 23Q: 3 clusters Score -3608179 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3608213.250000 Penalty: 5063.492188
	Iteration 24Q: 3 clusters Score -3608213 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3608248.250000 Penalty: 5063.492188
	Iteration 25Q: 3 clusters Score -3608248 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3608267.250000 Penalty: 5063.492188
	Iteration 26Q: 3 clusters Score -3608267 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3608325.750000 Penalty: 5063.492188
	Iteration 27Q: 3 clusters Score -3608326 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3608357.000000 Penalty: 5063.492188
	Iteration 28Q: 3 clusters Score -3608357 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3608398.500000 Penalty: 5063.492188
	Iteration 29Q: 3 clusters Score -3608398 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -3608455.750000 Penalty: 5063.492188
	Iteration 30Q: 3 clusters Score -3608456 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3608496.500000 Penalty: 5063.492188
	Iteration 31Q: 3 clusters Score -3608496 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3608543.000000 Penalty: 5063.492188
	Iteration 32Q: 3 clusters Score -3608543 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3608584.000000 Penalty: 5063.492188
	Iteration 33Q: 3 clusters Score -3608584 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3608615.750000 Penalty: 5063.492188
	Iteration 34Q: 3 clusters Score -3608616 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3608646.000000 Penalty: 5063.492188
	Iteration 35Q: 3 clusters Score -3608646 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3608668.250000 Penalty: 5063.492188
	Iteration 36Q: 3 clusters Score -3608668 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3608689.500000 Penalty: 5063.492188
	Iteration 37Q: 3 clusters Score -3608690 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -3608713.500000 Penalty: 5063.492188
	Iteration 38Q: 3 clusters Score -3608714 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3608752.000000 Penalty: 5063.492188
	Iteration 39Q: 3 clusters Score -3608752 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3608787.750000 Penalty: 5063.492188
	Iteration 40F: 3 clusters Score -3608788 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3608843.000000 Penalty: 5063.492188
	Iteration 41Q: 3 clusters Score -3608843 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3608893.500000 Penalty: 5063.492188
	Iteration 42Q: 3 clusters Score -3608894 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3608956.500000 Penalty: 5063.492188
	Iteration 43Q: 3 clusters Score -3608956 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3609026.750000 Penalty: 5063.492188
	Iteration 44Q: 3 clusters Score -3609027 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3609091.750000 Penalty: 5063.492188
	Iteration 45Q: 3 clusters Score -3609092 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3609178.250000 Penalty: 5063.492188
	Iteration 46Q: 3 clusters Score -3609178 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3609256.500000 Penalty: 5063.492188
	Iteration 47Q: 3 clusters Score -3609256 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3609341.500000 Penalty: 5063.492188
	Iteration 48Q: 3 clusters Score -3609342 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3609423.250000 Penalty: 5063.492188
	Iteration 49Q: 3 clusters Score -3609423 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3609523.000000 Penalty: 5063.492188
	Iteration 50Q: 3 clusters Score -3609523 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3609635.000000 Penalty: 5063.492188
	Iteration 51Q: 3 clusters Score -3609635 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3609762.750000 Penalty: 5063.492188
	Iteration 52Q: 3 clusters Score -3609763 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3609869.000000 Penalty: 5063.492188
	Iteration 53Q: 3 clusters Score -3609869 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3609961.750000 Penalty: 5063.492188
	Iteration 54Q: 3 clusters Score -3609962 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3610071.500000 Penalty: 5063.492188
	Iteration 55Q: 3 clusters Score -3610072 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3610175.000000 Penalty: 5063.492188
	Iteration 56Q: 3 clusters Score -3610175 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3610246.500000 Penalty: 5063.492188
	Iteration 57Q: 3 clusters Score -3610246 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3610327.750000 Penalty: 5063.492188
	Iteration 58Q: 3 clusters Score -3610328 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3610394.500000 Penalty: 5063.492188
	Iteration 59Q: 3 clusters Score -3610394 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3610480.750000 Penalty: 5063.492188
	Iteration 60F: 3 clusters Score -3610481 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3610536.500000 Penalty: 5063.492188
	Iteration 61Q: 3 clusters Score -3610536 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3610604.750000 Penalty: 5063.492188
	Iteration 62Q: 3 clusters Score -3610605 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3610669.500000 Penalty: 5063.492188
	Iteration 63Q: 3 clusters Score -3610670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3610721.500000 Penalty: 5063.492188
	Iteration 64Q: 3 clusters Score -3610722 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3610778.000000 Penalty: 5063.492188
	Iteration 65Q: 3 clusters Score -3610778 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3610814.500000 Penalty: 5063.492188
	Iteration 66Q: 3 clusters Score -3610814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3610859.500000 Penalty: 5063.492188
	Iteration 67Q: 3 clusters Score -3610860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3610897.000000 Penalty: 5063.492188
	Iteration 68Q: 3 clusters Score -3610897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3610921.250000 Penalty: 5063.492188
	Iteration 69Q: 3 clusters Score -3610921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3610932.500000 Penalty: 5063.492188
	Iteration 70Q: 3 clusters Score -3610932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3610952.500000 Penalty: 5063.492188
	Iteration 71Q: 3 clusters Score -3610952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3610962.750000 Penalty: 5063.492188
	Iteration 72Q: 3 clusters Score -3610963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3610986.500000 Penalty: 5063.492188
	Iteration 73Q: 3 clusters Score -3610986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3611015.250000 Penalty: 5063.492188
	Iteration 74Q: 3 clusters Score -3611015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3611038.000000 Penalty: 5063.492188
	Iteration 75Q: 3 clusters Score -3611038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -3611052.750000 Penalty: 5063.492188
	Iteration 76Q: 3 clusters Score -3611053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3611060.250000 Penalty: 5063.492188
	Iteration 77Q: 3 clusters Score -3611060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3611083.750000 Penalty: 5063.492188
	Iteration 78Q: 3 clusters Score -3611084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3611095.500000 Penalty: 5063.492188
	Iteration 79Q: 3 clusters Score -3611096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3611107.000000 Penalty: 5063.492188
	Iteration 80F: 3 clusters Score -3611107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3611123.500000 Penalty: 5063.492188
	Iteration 81Q: 3 clusters Score -3611124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3611125.500000 Penalty: 5063.492188
	Iteration 82Q: 3 clusters Score -3611126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3611140.000000 Penalty: 5063.492188
	Iteration 83Q: 3 clusters Score -3611140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3611142.500000 Penalty: 5063.492188
	Iteration 84Q: 3 clusters Score -3611142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3611144.000000 Penalty: 5063.492188
	Iteration 85Q: 3 clusters Score -3611144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3611147.250000 Penalty: 5063.492188
	Iteration 86Q: 3 clusters Score -3611147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3611151.000000 Penalty: 5063.492188
	Iteration 87Q: 3 clusters Score -3611151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3611154.250000 Penalty: 5063.492188
	Iteration 88Q: 3 clusters Score -3611154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3611151.500000 Penalty: 5063.492188
	Iteration 89Q: 3 clusters Score -3611152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3611156.750000 Penalty: 5063.492188
	Iteration 90Q: 3 clusters Score -3611157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3611156.750000 Penalty: 5063.492188
	Iteration 91F: 3 clusters Score -3611157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -430897.093750 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -430897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -427571.843750 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -427571.8 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -428218.218750 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -428218.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -428378.968750 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -428379 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -428470.812500 Penalty: 3983.889404
	Iteration 3F: 3 clusters Score -428470.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -428521.500000 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -428521.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -428556.093750 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -428556.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -428583.062500 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -428583.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -428597.250000 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -428597.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -428609.062500 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -428609.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -428621.093750 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -428621.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -428634.781250 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -428634.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -428645.531250 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -428645.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -428657.062500 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -428657.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -428663.968750 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -428664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -428668.500000 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -428668.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -428673.125000 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -428673.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -428676.468750 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -428676.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -428681.750000 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -428681.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -428685.031250 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -428685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -428688.625000 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -428688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -428692.031250 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -428692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -428693.125000 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -428693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -428694.968750 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -428695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -428696.250000 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -428696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -428696.250000 Penalty: 3983.889404
	Iteration 24F: 3 clusters Score -428696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Entering Unmasked Estep 
Score: -196365.796875 Penalty: 1811.186157
	Iteration 0F: 2 clusters Score -196365.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194094.437500 Penalty: 3622.372314
	Iteration 0F: 3 clusters Score -194094.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -194480.187500 Penalty: 3622.372314
	Iteration 1F: 3 clusters Score -194480.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -194600.828125 Penalty: 3622.372314
	Iteration 2F: 3 clusters Score -194600.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -194687.562500 Penalty: 3622.372314
	Iteration 3Q: 3 clusters Score -194687.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -194751.203125 Penalty: 3622.372314
	Iteration 4Q: 3 clusters Score -194751.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -194803.218750 Penalty: 3622.372314
	Iteration 5Q: 3 clusters Score -194803.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -194843.812500 Penalty: 3622.372314
	Iteration 6Q: 3 clusters Score -194843.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -194868.171875 Penalty: 3622.372314
	Iteration 7Q: 3 clusters Score -194868.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -194880.640625 Penalty: 3622.372314
	Iteration 8Q: 3 clusters Score -194880.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -194896.812500 Penalty: 3622.372314
	Iteration 9Q: 3 clusters Score -194896.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -194907.312500 Penalty: 3622.372314
	Iteration 10Q: 3 clusters Score -194907.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -194917.312500 Penalty: 3622.372314
	Iteration 11Q: 3 clusters Score -194917.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -194922.281250 Penalty: 3622.372314
	Iteration 12Q: 3 clusters Score -194922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -194926.687500 Penalty: 3622.372314
	Iteration 13Q: 3 clusters Score -194926.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -194928.718750 Penalty: 3622.372314
	Iteration 14Q: 3 clusters Score -194928.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -194929.203125 Penalty: 3622.372314
	Iteration 15Q: 3 clusters Score -194929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -194929.203125 Penalty: 3622.372314
	Iteration 16F: 3 clusters Score -194929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Entering Unmasked Estep 
Score: -5763233.500000 Penalty: 2652.771973
	Iteration 0F: 2 clusters Score -5763234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5733498.500000 Penalty: 5305.543945
	Iteration 0F: 3 clusters Score -5733498 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -5744573.000000 Penalty: 5305.543945
	Iteration 1F: 3 clusters Score -5744573 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5745038.000000 Penalty: 5305.543945
	Iteration 2Q: 3 clusters Score -5745038 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -5745480.500000 Penalty: 5305.543945
	Iteration 3Q: 3 clusters Score -5745480 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5745819.500000 Penalty: 5305.543945
	Iteration 4Q: 3 clusters Score -5745820 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5746263.500000 Penalty: 5305.543945
	Iteration 5Q: 3 clusters Score -5746264 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -5746857.000000 Penalty: 5305.543945
	Iteration 6Q: 3 clusters Score -5746857 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -5747666.500000 Penalty: 5305.543945
	Iteration 7Q: 3 clusters Score -5747666 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5748835.500000 Penalty: 5305.543945
	Iteration 8Q: 3 clusters Score -5748836 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5750425.000000 Penalty: 5305.543945
	Iteration 9F: 3 clusters Score -5750425 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -5752180.000000 Penalty: 5305.543945
	Iteration 10F: 3 clusters Score -5752180 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -5753762.500000 Penalty: 5305.543945
	Iteration 11F: 3 clusters Score -5753762 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5755011.000000 Penalty: 5305.543945
	Iteration 12F: 3 clusters Score -5755011 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -5755884.000000 Penalty: 5305.543945
	Iteration 13Q: 3 clusters Score -5755884 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -5756417.500000 Penalty: 5305.543945
	Iteration 14Q: 3 clusters Score -5756418 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -5756726.500000 Penalty: 5305.543945
	Iteration 15Q: 3 clusters Score -5756726 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -5756924.000000 Penalty: 5305.543945
	Iteration 16Q: 3 clusters Score -5756924 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -5757053.000000 Penalty: 5305.543945
	Iteration 17Q: 3 clusters Score -5757053 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -5757219.500000 Penalty: 5305.543945
	Iteration 18Q: 3 clusters Score -5757220 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -5757356.000000 Penalty: 5305.543945
	Iteration 19Q: 3 clusters Score -5757356 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -5757471.000000 Penalty: 5305.543945
	Iteration 20F: 3 clusters Score -5757471 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -5757560.000000 Penalty: 5305.543945
	Iteration 21Q: 3 clusters Score -5757560 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5757655 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5757754 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5757876 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5757986 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5758116 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5758217 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5758334 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -5758451.500000 Penalty: 5305.543945
	Iteration 29Q: 3 clusters Score -5758452 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -5758573.500000 Penalty: 5305.543945
	Iteration 30Q: 3 clusters Score -5758574 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -5758667.500000 Penalty: 5305.543945
	Iteration 31Q: 3 clusters Score -5758668 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5758774 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5758909 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5759019 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5759153 nChanged 480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5759262 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5759358 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -5759452.500000 Penalty: 5305.543945
	Iteration 38Q: 3 clusters Score -5759452 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -5759559.000000 Penalty: 5305.543945
	Iteration 39Q: 3 clusters Score -5759559 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -5759655.500000 Penalty: 5305.543945
	Iteration 40F: 3 clusters Score -5759656 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5759766 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5759864 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -5759941.500000 Penalty: 5305.543945
	Iteration 43Q: 3 clusters Score -5759942 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5760033 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5760128 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5760164 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5760230 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5760272 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5760336 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5760372 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5760427 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5760474 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -5760516.500000 Penalty: 5305.543945
	Iteration 53Q: 3 clusters Score -5760516 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5760558 nChanged 150
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Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5760580 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5760613 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5760652 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5760676 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5760704 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5760734 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5760773 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5760814 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5760840 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5760862 nChanged 127
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Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5760889 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5760920 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5760944 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5760970 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5760982 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5760994.500000 Penalty: 5305.543945
	Iteration 70Q: 3 clusters Score -5760994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5761020 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5761031.000000 Penalty: 5305.543945
	Iteration 72Q: 3 clusters Score -5761031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5761033.500000 Penalty: 5305.543945
	Iteration 73Q: 3 clusters Score -5761034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5761041.500000 Penalty: 5305.543945
	Iteration 74Q: 3 clusters Score -5761042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5761040.500000 Penalty: 5305.543945
	Iteration 75Q: 3 clusters Score -5761040 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5761043.500000 Penalty: 5305.543945
	Iteration 76Q: 3 clusters Score -5761044 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5761056.000000 Penalty: 5305.543945
	Iteration 77Q: 3 clusters Score -5761056 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5761064.500000 Penalty: 5305.543945
	Iteration 78Q: 3 clusters Score -5761064 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5761063.500000 Penalty: 5305.543945
	Iteration 79Q: 3 clusters Score -5761064 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5761076.000000 Penalty: 5305.543945
	Iteration 80F: 3 clusters Score -5761076 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5761072 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5761076 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5761084.500000 Penalty: 5305.543945
	Iteration 83Q: 3 clusters Score -5761084 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41675 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5761088 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5761085 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5761088 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5761096 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41733 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5761108 nChanged 10
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Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5761113.000000 Penalty: 5305.543945
	Iteration 89Q: 3 clusters Score -5761113 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5761106 nChanged 15
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Mstep: Class 1 contains 41764 members 
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Entering Unmasked Estep 
Score: -5761116.500000 Penalty: 5305.543945
	Iteration 91Q: 3 clusters Score -5761116 nChanged 20
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Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5761117 nChanged 16
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Mstep: Class 1 contains 41794 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5761110 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5761112.000000 Penalty: 5305.543945
	Iteration 94Q: 3 clusters Score -5761112 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5761121.000000 Penalty: 5305.543945
	Iteration 95Q: 3 clusters Score -5761121 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5761119 nChanged 7
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Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5761118.000000 Penalty: 5305.543945
	Iteration 97Q: 3 clusters Score -5761118 nChanged 13
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Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5761120 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5761123.000000 Penalty: 5305.543945
	Iteration 99Q: 3 clusters Score -5761123 nChanged 6
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Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5761127 nChanged 5
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Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5761118 nChanged 7
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Mstep: Class 1 contains 41855 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5761119 nChanged 5
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Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5761124 nChanged 10
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Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5761124 nChanged 9
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Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5761130.500000 Penalty: 5305.543945
	Iteration 105Q: 3 clusters Score -5761130 nChanged 16
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Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5761136 nChanged 19
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Mstep: Class 1 contains 41906 members 
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Entering Unmasked Estep 
Score: -5761139.500000 Penalty: 5305.543945
	Iteration 107Q: 3 clusters Score -5761140 nChanged 15
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Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5761147 nChanged 20
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Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5761144 nChanged 22
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Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5761141.500000 Penalty: 5305.543945
	Iteration 110Q: 3 clusters Score -5761142 nChanged 18
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Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5761145 nChanged 14
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Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5761146.500000 Penalty: 5305.543945
	Iteration 112Q: 3 clusters Score -5761146 nChanged 9
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Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5761153 nChanged 10
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5761163 nChanged 10
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Mstep: Class 1 contains 41984 members 
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Entering Unmasked Estep 
Score: -5761165.500000 Penalty: 5305.543945
	Iteration 115Q: 3 clusters Score -5761166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5761173.500000 Penalty: 5305.543945
	Iteration 116Q: 3 clusters Score -5761174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5761168.500000 Penalty: 5305.543945
	Iteration 117Q: 3 clusters Score -5761168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5761174.000000 Penalty: 5305.543945
	Iteration 118Q: 3 clusters Score -5761174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5761174.500000 Penalty: 5305.543945
	Iteration 119Q: 3 clusters Score -5761174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5761173.000000 Penalty: 5305.543945
	Iteration 120F: 3 clusters Score -5761173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5761175.500000 Penalty: 5305.543945
	Iteration 121Q: 3 clusters Score -5761176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5761175.000000 Penalty: 5305.543945
	Iteration 122Q: 3 clusters Score -5761175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5761173.500000 Penalty: 5305.543945
	Iteration 123Q: 3 clusters Score -5761174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5761173.500000 Penalty: 5305.543945
	Iteration 124F: 3 clusters Score -5761174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -368882.156250 Penalty: 1984.751221
	Iteration 0F: 2 clusters Score -368882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -365662.000000 Penalty: 3969.502441
	Iteration 0F: 3 clusters Score -365662 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -366464.343750 Penalty: 3969.502441
	Iteration 1F: 3 clusters Score -366464.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -366712.781250 Penalty: 3969.502441
	Iteration 2F: 3 clusters Score -366712.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -366908.781250 Penalty: 3969.502441
	Iteration 3F: 3 clusters Score -366908.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -367076.125000 Penalty: 3969.502441
	Iteration 4Q: 3 clusters Score -367076.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -367211.000000 Penalty: 3969.502441
	Iteration 5Q: 3 clusters Score -367211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -367330.500000 Penalty: 3969.502441
	Iteration 6Q: 3 clusters Score -367330.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -367441.062500 Penalty: 3969.502441
	Iteration 7Q: 3 clusters Score -367441.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -367514.687500 Penalty: 3969.502441
	Iteration 8Q: 3 clusters Score -367514.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -367567.125000 Penalty: 3969.502441
	Iteration 9Q: 3 clusters Score -367567.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -367616.343750 Penalty: 3969.502441
	Iteration 10Q: 3 clusters Score -367616.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -367653.125000 Penalty: 3969.502441
	Iteration 11Q: 3 clusters Score -367653.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -367684.125000 Penalty: 3969.502441
	Iteration 12Q: 3 clusters Score -367684.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -367707.812500 Penalty: 3969.502441
	Iteration 13Q: 3 clusters Score -367707.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -367735.718750 Penalty: 3969.502441
	Iteration 14Q: 3 clusters Score -367735.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -367765.062500 Penalty: 3969.502441
	Iteration 15Q: 3 clusters Score -367765.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -367788.375000 Penalty: 3969.502441
	Iteration 16Q: 3 clusters Score -367788.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -367812.937500 Penalty: 3969.502441
	Iteration 17Q: 3 clusters Score -367812.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -367836.375000 Penalty: 3969.502441
	Iteration 18Q: 3 clusters Score -367836.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -367852.843750 Penalty: 3969.502441
	Iteration 19Q: 3 clusters Score -367852.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -367863.375000 Penalty: 3969.502441
	Iteration 20F: 3 clusters Score -367863.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -367870.625000 Penalty: 3969.502441
	Iteration 21Q: 3 clusters Score -367870.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -367876.906250 Penalty: 3969.502441
	Iteration 22Q: 3 clusters Score -367876.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -367885.187500 Penalty: 3969.502441
	Iteration 23Q: 3 clusters Score -367885.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -367891.468750 Penalty: 3969.502441
	Iteration 24Q: 3 clusters Score -367891.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -367896.937500 Penalty: 3969.502441
	Iteration 25Q: 3 clusters Score -367896.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -367896.875000 Penalty: 3969.502441
	Iteration 26Q: 3 clusters Score -367896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -367896.875000 Penalty: 3969.502441
	Iteration 27F: 3 clusters Score -367896.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (194565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194565 members 
Entering Unmasked Estep 
Score: -26032108.000000 Penalty: 3020.273193
	Iteration 0F: 2 clusters Score -2.603211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -25908606.000000 Penalty: 6040.546387
	Iteration 0F: 3 clusters Score -2.590861e+07 nChanged 93737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102442 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -25963968.000000 Penalty: 6040.546387
	Iteration 1F: 3 clusters Score -2.596397e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -25965672.000000 Penalty: 6040.546387
	Iteration 2Q: 3 clusters Score -2.596567e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110195 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -25968192.000000 Penalty: 6040.546387
	Iteration 3Q: 3 clusters Score -2.596819e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 77566 members 
Entering Unmasked Estep 
Score: -25972428.000000 Penalty: 6040.546387
	Iteration 4Q: 3 clusters Score -2.597243e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126450 members 
Mstep: Class 2 contains 68115 members 
Entering Unmasked Estep 
Score: -25979290.000000 Penalty: 6040.546387
	Iteration 5F: 3 clusters Score -2.597929e+07 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138408 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -25989296.000000 Penalty: 6040.546387
	Iteration 6F: 3 clusters Score -2.59893e+07 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151261 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -26001712.000000 Penalty: 6040.546387
	Iteration 7F: 3 clusters Score -2.600171e+07 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162560 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -26012454.000000 Penalty: 6040.546387
	Iteration 8F: 3 clusters Score -2.601245e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171282 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -26019786.000000 Penalty: 6040.546387
	Iteration 9Q: 3 clusters Score -2.601979e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177050 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -26023988.000000 Penalty: 6040.546387
	Iteration 10Q: 3 clusters Score -2.602399e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180618 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -26026120.000000 Penalty: 6040.546387
	Iteration 11Q: 3 clusters Score -2.602612e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182790 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -26027350.000000 Penalty: 6040.546387
	Iteration 12Q: 3 clusters Score -2.602735e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184363 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -26028048.000000 Penalty: 6040.546387
	Iteration 13Q: 3 clusters Score -2.602805e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185545 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -26028480.000000 Penalty: 6040.546387
	Iteration 14Q: 3 clusters Score -2.602848e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186449 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -26028738.000000 Penalty: 6040.546387
	Iteration 15Q: 3 clusters Score -2.602874e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187203 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -26028912.000000 Penalty: 6040.546387
	Iteration 16Q: 3 clusters Score -2.602891e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187825 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -26029074.000000 Penalty: 6040.546387
	Iteration 17Q: 3 clusters Score -2.602907e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188340 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -26029232.000000 Penalty: 6040.546387
	Iteration 18Q: 3 clusters Score -2.602923e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -26029364.000000 Penalty: 6040.546387
	Iteration 19Q: 3 clusters Score -2.602936e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189113 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -26029428.000000 Penalty: 6040.546387
	Iteration 20F: 3 clusters Score -2.602943e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189425 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -26029494.000000 Penalty: 6040.546387
	Iteration 21Q: 3 clusters Score -2.602949e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189707 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -26029600.000000 Penalty: 6040.546387
	Iteration 22Q: 3 clusters Score -2.60296e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189938 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -26029606.000000 Penalty: 6040.546387
	Iteration 23Q: 3 clusters Score -2.602961e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190151 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -26029688.000000 Penalty: 6040.546387
	Iteration 24Q: 3 clusters Score -2.602969e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190345 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -26029700.000000 Penalty: 6040.546387
	Iteration 25Q: 3 clusters Score -2.60297e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190516 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -26029710.000000 Penalty: 6040.546387
	Iteration 26Q: 3 clusters Score -2.602971e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190661 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -26029738.000000 Penalty: 6040.546387
	Iteration 27Q: 3 clusters Score -2.602974e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190808 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -26029700.000000 Penalty: 6040.546387
	Iteration 28Q: 3 clusters Score -2.60297e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190945 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -26029706.000000 Penalty: 6040.546387
	Iteration 29Q: 3 clusters Score -2.602971e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191064 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -26029686.000000 Penalty: 6040.546387
	Iteration 30Q: 3 clusters Score -2.602969e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191176 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -26029712.000000 Penalty: 6040.546387
	Iteration 31Q: 3 clusters Score -2.602971e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191277 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -26029736.000000 Penalty: 6040.546387
	Iteration 32Q: 3 clusters Score -2.602974e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191377 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -26029722.000000 Penalty: 6040.546387
	Iteration 33Q: 3 clusters Score -2.602972e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191460 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -26029748.000000 Penalty: 6040.546387
	Iteration 34Q: 3 clusters Score -2.602975e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191536 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -26029768.000000 Penalty: 6040.546387
	Iteration 35Q: 3 clusters Score -2.602977e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191611 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -26029742.000000 Penalty: 6040.546387
	Iteration 36Q: 3 clusters Score -2.602974e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191680 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -26029706.000000 Penalty: 6040.546387
	Iteration 37Q: 3 clusters Score -2.602971e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191743 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -26029716.000000 Penalty: 6040.546387
	Iteration 38Q: 3 clusters Score -2.602972e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191805 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -26029736.000000 Penalty: 6040.546387
	Iteration 39Q: 3 clusters Score -2.602974e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191869 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -26029740.000000 Penalty: 6040.546387
	Iteration 40F: 3 clusters Score -2.602974e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191930 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -26029744.000000 Penalty: 6040.546387
	Iteration 41Q: 3 clusters Score -2.602974e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191994 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -26029792.000000 Penalty: 6040.546387
	Iteration 42Q: 3 clusters Score -2.602979e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192040 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -26029772.000000 Penalty: 6040.546387
	Iteration 43Q: 3 clusters Score -2.602977e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192085 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -26029756.000000 Penalty: 6040.546387
	Iteration 44Q: 3 clusters Score -2.602976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192123 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -26029748.000000 Penalty: 6040.546387
	Iteration 45Q: 3 clusters Score -2.602975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192153 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -26029740.000000 Penalty: 6040.546387
	Iteration 46Q: 3 clusters Score -2.602974e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192179 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -26029740.000000 Penalty: 6040.546387
	Iteration 47Q: 3 clusters Score -2.602974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192212 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -26029734.000000 Penalty: 6040.546387
	Iteration 48Q: 3 clusters Score -2.602973e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192250 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -26029770.000000 Penalty: 6040.546387
	Iteration 49Q: 3 clusters Score -2.602977e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192279 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -26029772.000000 Penalty: 6040.546387
	Iteration 50Q: 3 clusters Score -2.602977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192310 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -26029778.000000 Penalty: 6040.546387
	Iteration 51Q: 3 clusters Score -2.602978e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192346 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -26029794.000000 Penalty: 6040.546387
	Iteration 52Q: 3 clusters Score -2.602979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192379 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -26029804.000000 Penalty: 6040.546387
	Iteration 53Q: 3 clusters Score -2.60298e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192409 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -26029792.000000 Penalty: 6040.546387
	Iteration 54Q: 3 clusters Score -2.602979e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192434 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -26029810.000000 Penalty: 6040.546387
	Iteration 55Q: 3 clusters Score -2.602981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192459 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -26029808.000000 Penalty: 6040.546387
	Iteration 56Q: 3 clusters Score -2.602981e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192487 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -26029836.000000 Penalty: 6040.546387
	Iteration 57Q: 3 clusters Score -2.602984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192513 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -26029850.000000 Penalty: 6040.546387
	Iteration 58Q: 3 clusters Score -2.602985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192533 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -26029856.000000 Penalty: 6040.546387
	Iteration 59Q: 3 clusters Score -2.602986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192559 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -26029846.000000 Penalty: 6040.546387
	Iteration 60F: 3 clusters Score -2.602985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192584 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -26029880.000000 Penalty: 6040.546387
	Iteration 61Q: 3 clusters Score -2.602988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192607 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -26029880.000000 Penalty: 6040.546387
	Iteration 62Q: 3 clusters Score -2.602988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192630 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -26029894.000000 Penalty: 6040.546387
	Iteration 63Q: 3 clusters Score -2.602989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192650 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -26029882.000000 Penalty: 6040.546387
	Iteration 64Q: 3 clusters Score -2.602988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192674 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -26029864.000000 Penalty: 6040.546387
	Iteration 65Q: 3 clusters Score -2.602986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192689 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -26029854.000000 Penalty: 6040.546387
	Iteration 66Q: 3 clusters Score -2.602985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192710 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -26029882.000000 Penalty: 6040.546387
	Iteration 67Q: 3 clusters Score -2.602988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192725 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -26029848.000000 Penalty: 6040.546387
	Iteration 68Q: 3 clusters Score -2.602985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192741 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -26029858.000000 Penalty: 6040.546387
	Iteration 69Q: 3 clusters Score -2.602986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192754 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -26029840.000000 Penalty: 6040.546387
	Iteration 70Q: 3 clusters Score -2.602984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192771 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -26029824.000000 Penalty: 6040.546387
	Iteration 71Q: 3 clusters Score -2.602982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192786 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -26029850.000000 Penalty: 6040.546387
	Iteration 72Q: 3 clusters Score -2.602985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192796 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -26029842.000000 Penalty: 6040.546387
	Iteration 73Q: 3 clusters Score -2.602984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192805 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -26029834.000000 Penalty: 6040.546387
	Iteration 74Q: 3 clusters Score -2.602983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192813 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -26029842.000000 Penalty: 6040.546387
	Iteration 75Q: 3 clusters Score -2.602984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192817 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -26029840.000000 Penalty: 6040.546387
	Iteration 76Q: 3 clusters Score -2.602984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192824 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -26029852.000000 Penalty: 6040.546387
	Iteration 77Q: 3 clusters Score -2.602985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192832 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -26029844.000000 Penalty: 6040.546387
	Iteration 78Q: 3 clusters Score -2.602984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192840 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -26029816.000000 Penalty: 6040.546387
	Iteration 79Q: 3 clusters Score -2.602982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192845 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -26029828.000000 Penalty: 6040.546387
	Iteration 80F: 3 clusters Score -2.602983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192854 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -26029828.000000 Penalty: 6040.546387
	Iteration 81Q: 3 clusters Score -2.602983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192859 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -26029828.000000 Penalty: 6040.546387
	Iteration 82Q: 3 clusters Score -2.602983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192865 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -26029838.000000 Penalty: 6040.546387
	Iteration 83Q: 3 clusters Score -2.602984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192868 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -26029828.000000 Penalty: 6040.546387
	Iteration 84Q: 3 clusters Score -2.602983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192871 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -26029836.000000 Penalty: 6040.546387
	Iteration 85Q: 3 clusters Score -2.602984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192874 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -26029826.000000 Penalty: 6040.546387
	Iteration 86Q: 3 clusters Score -2.602983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192878 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -26029822.000000 Penalty: 6040.546387
	Iteration 87Q: 3 clusters Score -2.602982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192881 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -26029812.000000 Penalty: 6040.546387
	Iteration 88Q: 3 clusters Score -2.602981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192884 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -26029812.000000 Penalty: 6040.546387
	Iteration 89Q: 3 clusters Score -2.602981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192889 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -26029812.000000 Penalty: 6040.546387
	Iteration 90Q: 3 clusters Score -2.602981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192895 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -26029822.000000 Penalty: 6040.546387
	Iteration 91Q: 3 clusters Score -2.602982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192900 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -26029830.000000 Penalty: 6040.546387
	Iteration 92Q: 3 clusters Score -2.602983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192903 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -26029836.000000 Penalty: 6040.546387
	Iteration 93Q: 3 clusters Score -2.602984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192905 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -26029816.000000 Penalty: 6040.546387
	Iteration 94Q: 3 clusters Score -2.602982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192907 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -26029832.000000 Penalty: 6040.546387
	Iteration 95Q: 3 clusters Score -2.602983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192911 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -26029828.000000 Penalty: 6040.546387
	Iteration 96Q: 3 clusters Score -2.602983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192915 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -26029836.000000 Penalty: 6040.546387
	Iteration 97Q: 3 clusters Score -2.602984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192918 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -26029834.000000 Penalty: 6040.546387
	Iteration 98Q: 3 clusters Score -2.602983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192921 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -26029808.000000 Penalty: 6040.546387
	Iteration 99Q: 3 clusters Score -2.602981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192921 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -26029822.000000 Penalty: 6040.546387
	Iteration 100F: 3 clusters Score -2.602982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192925 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -26029814.000000 Penalty: 6040.546387
	Iteration 101Q: 3 clusters Score -2.602981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192929 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -26029828.000000 Penalty: 6040.546387
	Iteration 102Q: 3 clusters Score -2.602983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192934 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -26029818.000000 Penalty: 6040.546387
	Iteration 103Q: 3 clusters Score -2.602982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192940 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -26029830.000000 Penalty: 6040.546387
	Iteration 104Q: 3 clusters Score -2.602983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192945 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -26029824.000000 Penalty: 6040.546387
	Iteration 105Q: 3 clusters Score -2.602982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192951 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -26029848.000000 Penalty: 6040.546387
	Iteration 106Q: 3 clusters Score -2.602985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192957 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -26029838.000000 Penalty: 6040.546387
	Iteration 107Q: 3 clusters Score -2.602984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192961 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -26029826.000000 Penalty: 6040.546387
	Iteration 108Q: 3 clusters Score -2.602983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192965 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -26029832.000000 Penalty: 6040.546387
	Iteration 109Q: 3 clusters Score -2.602983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192972 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -26029806.000000 Penalty: 6040.546387
	Iteration 110Q: 3 clusters Score -2.602981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192980 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -26029826.000000 Penalty: 6040.546387
	Iteration 111Q: 3 clusters Score -2.602983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192986 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -26029822.000000 Penalty: 6040.546387
	Iteration 112Q: 3 clusters Score -2.602982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192995 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -26029810.000000 Penalty: 6040.546387
	Iteration 113Q: 3 clusters Score -2.602981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193003 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -26029816.000000 Penalty: 6040.546387
	Iteration 114Q: 3 clusters Score -2.602982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193008 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -26029830.000000 Penalty: 6040.546387
	Iteration 115Q: 3 clusters Score -2.602983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193015 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -26029826.000000 Penalty: 6040.546387
	Iteration 116Q: 3 clusters Score -2.602983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193023 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -26029842.000000 Penalty: 6040.546387
	Iteration 117Q: 3 clusters Score -2.602984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193033 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -26029804.000000 Penalty: 6040.546387
	Iteration 118Q: 3 clusters Score -2.60298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193044 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -26029818.000000 Penalty: 6040.546387
	Iteration 119Q: 3 clusters Score -2.602982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193057 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -26029830.000000 Penalty: 6040.546387
	Iteration 120F: 3 clusters Score -2.602983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193067 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -26029852.000000 Penalty: 6040.546387
	Iteration 121Q: 3 clusters Score -2.602985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193080 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -26029852.000000 Penalty: 6040.546387
	Iteration 122Q: 3 clusters Score -2.602985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193097 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -26029830.000000 Penalty: 6040.546387
	Iteration 123Q: 3 clusters Score -2.602983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193104 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -26029832.000000 Penalty: 6040.546387
	Iteration 124Q: 3 clusters Score -2.602983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193108 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -26029848.000000 Penalty: 6040.546387
	Iteration 125Q: 3 clusters Score -2.602985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193111 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -26029836.000000 Penalty: 6040.546387
	Iteration 126Q: 3 clusters Score -2.602984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193111 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -26029830.000000 Penalty: 6040.546387
	Iteration 127Q: 3 clusters Score -2.602983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193112 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -26029836.000000 Penalty: 6040.546387
	Iteration 128Q: 3 clusters Score -2.602984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193112 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -26029836.000000 Penalty: 6040.546387
	Iteration 129F: 3 clusters Score -2.602984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Entering Unmasked Estep 
Score: -4337159.000000 Penalty: 2572.051514
	Iteration 0F: 2 clusters Score -4337159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4315474.000000 Penalty: 5144.103027
	Iteration 0F: 3 clusters Score -4315474 nChanged 14358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -4323201.000000 Penalty: 5144.103027
	Iteration 1F: 3 clusters Score -4323201 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4323644.000000 Penalty: 5144.103027
	Iteration 2Q: 3 clusters Score -4323644 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4324074.000000 Penalty: 5144.103027
	Iteration 3Q: 3 clusters Score -4324074 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4324468.500000 Penalty: 5144.103027
	Iteration 4Q: 3 clusters Score -4324468 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4324934.000000 Penalty: 5144.103027
	Iteration 5Q: 3 clusters Score -4324934 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -4325384.000000 Penalty: 5144.103027
	Iteration 6Q: 3 clusters Score -4325384 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4326036.000000 Penalty: 5144.103027
	Iteration 7Q: 3 clusters Score -4326036 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4326903.500000 Penalty: 5144.103027
	Iteration 8F: 3 clusters Score -4326904 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -4328186.000000 Penalty: 5144.103027
	Iteration 9F: 3 clusters Score -4328186 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -4329776.500000 Penalty: 5144.103027
	Iteration 10F: 3 clusters Score -4329776 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4331460.500000 Penalty: 5144.103027
	Iteration 11F: 3 clusters Score -4331460 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -4332874.500000 Penalty: 5144.103027
	Iteration 12F: 3 clusters Score -4332874 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4333785.500000 Penalty: 5144.103027
	Iteration 13Q: 3 clusters Score -4333786 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4334326.000000 Penalty: 5144.103027
	Iteration 14Q: 3 clusters Score -4334326 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -4334569.500000 Penalty: 5144.103027
	Iteration 15Q: 3 clusters Score -4334570 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4334714.500000 Penalty: 5144.103027
	Iteration 16Q: 3 clusters Score -4334714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4334803.500000 Penalty: 5144.103027
	Iteration 17Q: 3 clusters Score -4334804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4334841.000000 Penalty: 5144.103027
	Iteration 18Q: 3 clusters Score -4334841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4334872.500000 Penalty: 5144.103027
	Iteration 19Q: 3 clusters Score -4334872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -4334897.500000 Penalty: 5144.103027
	Iteration 20F: 3 clusters Score -4334898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -4334899.000000 Penalty: 5144.103027
	Iteration 21Q: 3 clusters Score -4334899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4334907.500000 Penalty: 5144.103027
	Iteration 22Q: 3 clusters Score -4334908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4334920.500000 Penalty: 5144.103027
	Iteration 23Q: 3 clusters Score -4334920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -4334922.500000 Penalty: 5144.103027
	Iteration 24Q: 3 clusters Score -4334922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4334923.000000 Penalty: 5144.103027
	Iteration 25Q: 3 clusters Score -4334923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4334927.000000 Penalty: 5144.103027
	Iteration 26Q: 3 clusters Score -4334927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4334929.500000 Penalty: 5144.103027
	Iteration 27Q: 3 clusters Score -4334930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4334929.500000 Penalty: 5144.103027
	Iteration 28Q: 3 clusters Score -4334930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4334935.000000 Penalty: 5144.103027
	Iteration 29Q: 3 clusters Score -4334935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4334935.000000 Penalty: 5144.103027
	Iteration 30F: 3 clusters Score -4334935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (212868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212868 members 
Entering Unmasked Estep 
Score: -28488886.000000 Penalty: 3042.570068
	Iteration 0F: 2 clusters Score -2.848889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106499 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -28354092.000000 Penalty: 6085.140137
	Iteration 0F: 3 clusters Score -2.835409e+07 nChanged 102089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107892 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -28414562.000000 Penalty: 6085.140137
	Iteration 1F: 3 clusters Score -2.841456e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 104170 members 
Entering Unmasked Estep 
Score: -28415776.000000 Penalty: 6085.140137
	Iteration 2Q: 3 clusters Score -2.841578e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 103071 members 
Entering Unmasked Estep 
Score: -28417470.000000 Penalty: 6085.140137
	Iteration 3Q: 3 clusters Score -2.841747e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111456 members 
Mstep: Class 2 contains 101412 members 
Entering Unmasked Estep 
Score: -28419498.000000 Penalty: 6085.140137
	Iteration 4Q: 3 clusters Score -2.84195e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113896 members 
Mstep: Class 2 contains 98972 members 
Entering Unmasked Estep 
Score: -28422724.000000 Penalty: 6085.140137
	Iteration 5Q: 3 clusters Score -2.842272e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117233 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -28427988.000000 Penalty: 6085.140137
	Iteration 6Q: 3 clusters Score -2.842799e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -28435896.000000 Penalty: 6085.140137
	Iteration 7F: 3 clusters Score -2.84359e+07 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125030 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -28446438.000000 Penalty: 6085.140137
	Iteration 8F: 3 clusters Score -2.844644e+07 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128186 members 
Mstep: Class 2 contains 84682 members 
Entering Unmasked Estep 
Score: -28455308.000000 Penalty: 6085.140137
	Iteration 9F: 3 clusters Score -2.845531e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130510 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -28459610.000000 Penalty: 6085.140137
	Iteration 10Q: 3 clusters Score -2.845961e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132763 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -28461006.000000 Penalty: 6085.140137
	Iteration 11Q: 3 clusters Score -2.846101e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135069 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -28461816.000000 Penalty: 6085.140137
	Iteration 12Q: 3 clusters Score -2.846182e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137474 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -28462294.000000 Penalty: 6085.140137
	Iteration 13Q: 3 clusters Score -2.846229e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140006 members 
Mstep: Class 2 contains 72862 members 
Entering Unmasked Estep 
Score: -28462780.000000 Penalty: 6085.140137
	Iteration 14Q: 3 clusters Score -2.846278e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -28463348.000000 Penalty: 6085.140137
	Iteration 15Q: 3 clusters Score -2.846335e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145423 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -28463890.000000 Penalty: 6085.140137
	Iteration 16Q: 3 clusters Score -2.846389e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148417 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -28464464.000000 Penalty: 6085.140137
	Iteration 17Q: 3 clusters Score -2.846446e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151525 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -28465002.000000 Penalty: 6085.140137
	Iteration 18Q: 3 clusters Score -2.8465e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -28465596.000000 Penalty: 6085.140137
	Iteration 19Q: 3 clusters Score -2.84656e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158166 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -28466540.000000 Penalty: 6085.140137
	Iteration 20F: 3 clusters Score -2.846654e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -28467476.000000 Penalty: 6085.140137
	Iteration 21Q: 3 clusters Score -2.846748e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -28468478.000000 Penalty: 6085.140137
	Iteration 22Q: 3 clusters Score -2.846848e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169234 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -28469560.000000 Penalty: 6085.140137
	Iteration 23Q: 3 clusters Score -2.846956e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173110 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -28470806.000000 Penalty: 6085.140137
	Iteration 24Q: 3 clusters Score -2.847081e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176909 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -28472224.000000 Penalty: 6085.140137
	Iteration 25Q: 3 clusters Score -2.847222e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180604 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -28473622.000000 Penalty: 6085.140137
	Iteration 26Q: 3 clusters Score -2.847362e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183996 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -28474944.000000 Penalty: 6085.140137
	Iteration 27Q: 3 clusters Score -2.847494e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187171 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -28476268.000000 Penalty: 6085.140137
	Iteration 28Q: 3 clusters Score -2.847627e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189947 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -28477280.000000 Penalty: 6085.140137
	Iteration 29Q: 3 clusters Score -2.847728e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192413 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -28478360.000000 Penalty: 6085.140137
	Iteration 30Q: 3 clusters Score -2.847836e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194665 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -28479298.000000 Penalty: 6085.140137
	Iteration 31Q: 3 clusters Score -2.84793e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196735 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -28480228.000000 Penalty: 6085.140137
	Iteration 32Q: 3 clusters Score -2.848023e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198559 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -28481068.000000 Penalty: 6085.140137
	Iteration 33Q: 3 clusters Score -2.848107e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200151 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -28481632.000000 Penalty: 6085.140137
	Iteration 34Q: 3 clusters Score -2.848163e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201496 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -28482148.000000 Penalty: 6085.140137
	Iteration 35Q: 3 clusters Score -2.848215e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202666 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -28482660.000000 Penalty: 6085.140137
	Iteration 36Q: 3 clusters Score -2.848266e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203692 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -28483020.000000 Penalty: 6085.140137
	Iteration 37Q: 3 clusters Score -2.848302e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204549 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -28483344.000000 Penalty: 6085.140137
	Iteration 38Q: 3 clusters Score -2.848334e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205303 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -28483662.000000 Penalty: 6085.140137
	Iteration 39Q: 3 clusters Score -2.848366e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206011 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -28484018.000000 Penalty: 6085.140137
	Iteration 40F: 3 clusters Score -2.848402e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206629 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -28484198.000000 Penalty: 6085.140137
	Iteration 41Q: 3 clusters Score -2.84842e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207201 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -28484470.000000 Penalty: 6085.140137
	Iteration 42Q: 3 clusters Score -2.848447e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207670 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -28484600.000000 Penalty: 6085.140137
	Iteration 43Q: 3 clusters Score -2.84846e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208105 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -28484814.000000 Penalty: 6085.140137
	Iteration 44Q: 3 clusters Score -2.848481e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208473 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -28484888.000000 Penalty: 6085.140137
	Iteration 45Q: 3 clusters Score -2.848489e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208765 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -28485066.000000 Penalty: 6085.140137
	Iteration 46Q: 3 clusters Score -2.848507e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209033 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -28485220.000000 Penalty: 6085.140137
	Iteration 47Q: 3 clusters Score -2.848522e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209278 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -28485350.000000 Penalty: 6085.140137
	Iteration 48Q: 3 clusters Score -2.848535e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209498 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -28485402.000000 Penalty: 6085.140137
	Iteration 49Q: 3 clusters Score -2.84854e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209698 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -28485510.000000 Penalty: 6085.140137
	Iteration 50Q: 3 clusters Score -2.848551e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -28485598.000000 Penalty: 6085.140137
	Iteration 51Q: 3 clusters Score -2.84856e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210065 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -28485714.000000 Penalty: 6085.140137
	Iteration 52Q: 3 clusters Score -2.848571e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210226 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -28485778.000000 Penalty: 6085.140137
	Iteration 53Q: 3 clusters Score -2.848578e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210338 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -28485814.000000 Penalty: 6085.140137
	Iteration 54Q: 3 clusters Score -2.848581e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210444 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -28485828.000000 Penalty: 6085.140137
	Iteration 55Q: 3 clusters Score -2.848583e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210539 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -28485894.000000 Penalty: 6085.140137
	Iteration 56Q: 3 clusters Score -2.848589e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210640 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -28485972.000000 Penalty: 6085.140137
	Iteration 57Q: 3 clusters Score -2.848597e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210720 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -28485960.000000 Penalty: 6085.140137
	Iteration 58Q: 3 clusters Score -2.848596e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210795 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -28485976.000000 Penalty: 6085.140137
	Iteration 59Q: 3 clusters Score -2.848598e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210853 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -28485998.000000 Penalty: 6085.140137
	Iteration 60F: 3 clusters Score -2.8486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210889 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -28486018.000000 Penalty: 6085.140137
	Iteration 61Q: 3 clusters Score -2.848602e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210927 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -28486012.000000 Penalty: 6085.140137
	Iteration 62Q: 3 clusters Score -2.848601e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210964 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -28486062.000000 Penalty: 6085.140137
	Iteration 63Q: 3 clusters Score -2.848606e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211000 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -28486058.000000 Penalty: 6085.140137
	Iteration 64Q: 3 clusters Score -2.848606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211037 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -28486046.000000 Penalty: 6085.140137
	Iteration 65Q: 3 clusters Score -2.848605e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211071 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -28486066.000000 Penalty: 6085.140137
	Iteration 66Q: 3 clusters Score -2.848607e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211108 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -28486086.000000 Penalty: 6085.140137
	Iteration 67Q: 3 clusters Score -2.848609e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211144 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -28486080.000000 Penalty: 6085.140137
	Iteration 68Q: 3 clusters Score -2.848608e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211183 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -28486112.000000 Penalty: 6085.140137
	Iteration 69Q: 3 clusters Score -2.848611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211215 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -28486124.000000 Penalty: 6085.140137
	Iteration 70Q: 3 clusters Score -2.848612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211239 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -28486118.000000 Penalty: 6085.140137
	Iteration 71Q: 3 clusters Score -2.848612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211261 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -28486114.000000 Penalty: 6085.140137
	Iteration 72Q: 3 clusters Score -2.848611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211273 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -28486142.000000 Penalty: 6085.140137
	Iteration 73Q: 3 clusters Score -2.848614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211285 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -28486152.000000 Penalty: 6085.140137
	Iteration 74Q: 3 clusters Score -2.848615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211302 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -28486156.000000 Penalty: 6085.140137
	Iteration 75Q: 3 clusters Score -2.848616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211316 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -28486154.000000 Penalty: 6085.140137
	Iteration 76Q: 3 clusters Score -2.848615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211328 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -28486178.000000 Penalty: 6085.140137
	Iteration 77Q: 3 clusters Score -2.848618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211342 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -28486180.000000 Penalty: 6085.140137
	Iteration 78Q: 3 clusters Score -2.848618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211352 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -28486178.000000 Penalty: 6085.140137
	Iteration 79Q: 3 clusters Score -2.848618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211364 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -28486178.000000 Penalty: 6085.140137
	Iteration 80F: 3 clusters Score -2.848618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211377 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -28486178.000000 Penalty: 6085.140137
	Iteration 81Q: 3 clusters Score -2.848618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211390 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -28486188.000000 Penalty: 6085.140137
	Iteration 82Q: 3 clusters Score -2.848619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211401 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -28486196.000000 Penalty: 6085.140137
	Iteration 83Q: 3 clusters Score -2.84862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211412 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -28486200.000000 Penalty: 6085.140137
	Iteration 84Q: 3 clusters Score -2.84862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211425 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -28486200.000000 Penalty: 6085.140137
	Iteration 85Q: 3 clusters Score -2.84862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211439 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -28486220.000000 Penalty: 6085.140137
	Iteration 86Q: 3 clusters Score -2.848622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211449 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -28486206.000000 Penalty: 6085.140137
	Iteration 87Q: 3 clusters Score -2.848621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211461 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -28486224.000000 Penalty: 6085.140137
	Iteration 88Q: 3 clusters Score -2.848622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211466 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -28486224.000000 Penalty: 6085.140137
	Iteration 89Q: 3 clusters Score -2.848622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211472 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -28486244.000000 Penalty: 6085.140137
	Iteration 90Q: 3 clusters Score -2.848624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211476 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -28486242.000000 Penalty: 6085.140137
	Iteration 91Q: 3 clusters Score -2.848624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211479 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -28486226.000000 Penalty: 6085.140137
	Iteration 92Q: 3 clusters Score -2.848623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211479 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -28486226.000000 Penalty: 6085.140137
	Iteration 93F: 3 clusters Score -2.848623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -321119.718750 Penalty: 1942.142578
	Iteration 0F: 2 clusters Score -321119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -318146.250000 Penalty: 3884.285156
	Iteration 0F: 3 clusters Score -318146.2 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -318687.062500 Penalty: 3884.285156
	Iteration 1F: 3 clusters Score -318687.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -318848.125000 Penalty: 3884.285156
	Iteration 2F: 3 clusters Score -318848.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -318976.812500 Penalty: 3884.285156
	Iteration 3Q: 3 clusters Score -318976.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -319061.750000 Penalty: 3884.285156
	Iteration 4Q: 3 clusters Score -319061.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -319131.718750 Penalty: 3884.285156
	Iteration 5Q: 3 clusters Score -319131.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -319178.968750 Penalty: 3884.285156
	Iteration 6Q: 3 clusters Score -319179 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -319211.437500 Penalty: 3884.285156
	Iteration 7Q: 3 clusters Score -319211.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -319232.531250 Penalty: 3884.285156
	Iteration 8Q: 3 clusters Score -319232.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -319250.437500 Penalty: 3884.285156
	Iteration 9Q: 3 clusters Score -319250.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -319263.875000 Penalty: 3884.285156
	Iteration 10Q: 3 clusters Score -319263.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -319282.125000 Penalty: 3884.285156
	Iteration 11Q: 3 clusters Score -319282.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -319297.843750 Penalty: 3884.285156
	Iteration 12Q: 3 clusters Score -319297.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -319310.781250 Penalty: 3884.285156
	Iteration 13Q: 3 clusters Score -319310.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -319320.187500 Penalty: 3884.285156
	Iteration 14Q: 3 clusters Score -319320.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -319325.843750 Penalty: 3884.285156
	Iteration 15Q: 3 clusters Score -319325.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -319327.781250 Penalty: 3884.285156
	Iteration 16Q: 3 clusters Score -319327.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -319331.062500 Penalty: 3884.285156
	Iteration 17Q: 3 clusters Score -319331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -319335.468750 Penalty: 3884.285156
	Iteration 18Q: 3 clusters Score -319335.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -319340.437500 Penalty: 3884.285156
	Iteration 19Q: 3 clusters Score -319340.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -319343.968750 Penalty: 3884.285156
	Iteration 20F: 3 clusters Score -319344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -319348.500000 Penalty: 3884.285156
	Iteration 21Q: 3 clusters Score -319348.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -319355.968750 Penalty: 3884.285156
	Iteration 22Q: 3 clusters Score -319356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -319361.906250 Penalty: 3884.285156
	Iteration 23Q: 3 clusters Score -319361.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -319368.375000 Penalty: 3884.285156
	Iteration 24Q: 3 clusters Score -319368.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -319371.437500 Penalty: 3884.285156
	Iteration 25Q: 3 clusters Score -319371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -319376.312500 Penalty: 3884.285156
	Iteration 26Q: 3 clusters Score -319376.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -319382.125000 Penalty: 3884.285156
	Iteration 27Q: 3 clusters Score -319382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -319384.562500 Penalty: 3884.285156
	Iteration 28Q: 3 clusters Score -319384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -319387.562500 Penalty: 3884.285156
	Iteration 29Q: 3 clusters Score -319387.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -319391.500000 Penalty: 3884.285156
	Iteration 30Q: 3 clusters Score -319391.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -319395.781250 Penalty: 3884.285156
	Iteration 31Q: 3 clusters Score -319395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -319399.281250 Penalty: 3884.285156
	Iteration 32Q: 3 clusters Score -319399.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -319403.156250 Penalty: 3884.285156
	Iteration 33Q: 3 clusters Score -319403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -319406.812500 Penalty: 3884.285156
	Iteration 34Q: 3 clusters Score -319406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -319412.812500 Penalty: 3884.285156
	Iteration 35Q: 3 clusters Score -319412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -319419.031250 Penalty: 3884.285156
	Iteration 36Q: 3 clusters Score -319419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -319421.406250 Penalty: 3884.285156
	Iteration 37Q: 3 clusters Score -319421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -319422.812500 Penalty: 3884.285156
	Iteration 38Q: 3 clusters Score -319422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -319423.718750 Penalty: 3884.285156
	Iteration 39Q: 3 clusters Score -319423.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -319425.718750 Penalty: 3884.285156
	Iteration 40F: 3 clusters Score -319425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -319425.562500 Penalty: 3884.285156
	Iteration 41Q: 3 clusters Score -319425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -319425.562500 Penalty: 3884.285156
	Iteration 42F: 3 clusters Score -319425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -112535.234375 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -112535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110705.609375 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -110705.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110975.968750 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -110976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111039.250000 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -111039.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111072.585938 Penalty: 3366.211670
	Iteration 3Q: 3 clusters Score -111072.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111118.632812 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -111118.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111169.367188 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -111169.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111239.390625 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -111239.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -111361.796875 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -111361.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -111507.320312 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -111507.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111580.687500 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -111580.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -111628.070312 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -111628.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111673.625000 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -111673.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111703.125000 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -111703.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111730.859375 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -111730.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -111746.078125 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -111746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111756.523438 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -111756.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111767.140625 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -111767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111782.773438 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -111782.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111799.382812 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -111799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -111804.085938 Penalty: 3366.211670
	Iteration 19Q: 3 clusters Score -111804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -111807.164062 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -111807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171120 members 
Entering Unmasked Estep 
Score: -23086274.000000 Penalty: 2988.429932
	Iteration 0F: 2 clusters Score -2.308627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85406 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -22975242.000000 Penalty: 5976.859863
	Iteration 0F: 3 clusters Score -2.297524e+07 nChanged 82172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -23024154.000000 Penalty: 5976.859863
	Iteration 1F: 3 clusters Score -2.302415e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79686 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -23026682.000000 Penalty: 5976.859863
	Iteration 2Q: 3 clusters Score -2.302668e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -23030700.000000 Penalty: 5976.859863
	Iteration 3F: 3 clusters Score -2.30307e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 101559 members 
Entering Unmasked Estep 
Score: -23036812.000000 Penalty: 5976.859863
	Iteration 4F: 3 clusters Score -2.303681e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 109410 members 
Entering Unmasked Estep 
Score: -23044922.000000 Penalty: 5976.859863
	Iteration 5F: 3 clusters Score -2.304492e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 118059 members 
Entering Unmasked Estep 
Score: -23054260.000000 Penalty: 5976.859863
	Iteration 6F: 3 clusters Score -2.305426e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -23063078.000000 Penalty: 5976.859863
	Iteration 7F: 3 clusters Score -2.306308e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -23069970.000000 Penalty: 5976.859863
	Iteration 8Q: 3 clusters Score -2.306997e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 135014 members 
Entering Unmasked Estep 
Score: -23073908.000000 Penalty: 5976.859863
	Iteration 9Q: 3 clusters Score -2.307391e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 137716 members 
Entering Unmasked Estep 
Score: -23075710.000000 Penalty: 5976.859863
	Iteration 10Q: 3 clusters Score -2.307571e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 139953 members 
Entering Unmasked Estep 
Score: -23076708.000000 Penalty: 5976.859863
	Iteration 11Q: 3 clusters Score -2.307671e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 141978 members 
Entering Unmasked Estep 
Score: -23077428.000000 Penalty: 5976.859863
	Iteration 12Q: 3 clusters Score -2.307743e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 143854 members 
Entering Unmasked Estep 
Score: -23078134.000000 Penalty: 5976.859863
	Iteration 13Q: 3 clusters Score -2.307813e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 145664 members 
Entering Unmasked Estep 
Score: -23078674.000000 Penalty: 5976.859863
	Iteration 14Q: 3 clusters Score -2.307867e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 147407 members 
Entering Unmasked Estep 
Score: -23079380.000000 Penalty: 5976.859863
	Iteration 15Q: 3 clusters Score -2.307938e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 149097 members 
Entering Unmasked Estep 
Score: -23080004.000000 Penalty: 5976.859863
	Iteration 16Q: 3 clusters Score -2.308e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 150662 members 
Entering Unmasked Estep 
Score: -23080490.000000 Penalty: 5976.859863
	Iteration 17Q: 3 clusters Score -2.308049e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 152205 members 
Entering Unmasked Estep 
Score: -23081008.000000 Penalty: 5976.859863
	Iteration 18Q: 3 clusters Score -2.308101e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 153664 members 
Entering Unmasked Estep 
Score: -23081434.000000 Penalty: 5976.859863
	Iteration 19Q: 3 clusters Score -2.308143e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 154987 members 
Entering Unmasked Estep 
Score: -23081850.000000 Penalty: 5976.859863
	Iteration 20F: 3 clusters Score -2.308185e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 156355 members 
Entering Unmasked Estep 
Score: -23082400.000000 Penalty: 5976.859863
	Iteration 21Q: 3 clusters Score -2.30824e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -23082840.000000 Penalty: 5976.859863
	Iteration 22Q: 3 clusters Score -2.308284e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 159074 members 
Entering Unmasked Estep 
Score: -23083358.000000 Penalty: 5976.859863
	Iteration 23Q: 3 clusters Score -2.308336e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 160410 members 
Entering Unmasked Estep 
Score: -23083690.000000 Penalty: 5976.859863
	Iteration 24Q: 3 clusters Score -2.308369e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 161660 members 
Entering Unmasked Estep 
Score: -23083884.000000 Penalty: 5976.859863
	Iteration 25Q: 3 clusters Score -2.308388e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 162840 members 
Entering Unmasked Estep 
Score: -23084246.000000 Penalty: 5976.859863
	Iteration 26Q: 3 clusters Score -2.308425e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 163958 members 
Entering Unmasked Estep 
Score: -23084448.000000 Penalty: 5976.859863
	Iteration 27Q: 3 clusters Score -2.308445e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 164945 members 
Entering Unmasked Estep 
Score: -23084616.000000 Penalty: 5976.859863
	Iteration 28Q: 3 clusters Score -2.308462e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 165816 members 
Entering Unmasked Estep 
Score: -23084608.000000 Penalty: 5976.859863
	Iteration 29Q: 3 clusters Score -2.308461e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 166531 members 
Entering Unmasked Estep 
Score: -23084534.000000 Penalty: 5976.859863
	Iteration 30Q: 3 clusters Score -2.308453e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 167176 members 
Entering Unmasked Estep 
Score: -23084532.000000 Penalty: 5976.859863
	Iteration 31Q: 3 clusters Score -2.308453e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 167697 members 
Entering Unmasked Estep 
Score: -23084482.000000 Penalty: 5976.859863
	Iteration 32Q: 3 clusters Score -2.308448e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 168101 members 
Entering Unmasked Estep 
Score: -23084560.000000 Penalty: 5976.859863
	Iteration 33Q: 3 clusters Score -2.308456e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 168461 members 
Entering Unmasked Estep 
Score: -23084558.000000 Penalty: 5976.859863
	Iteration 34Q: 3 clusters Score -2.308456e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 168746 members 
Entering Unmasked Estep 
Score: -23084592.000000 Penalty: 5976.859863
	Iteration 35Q: 3 clusters Score -2.308459e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 168950 members 
Entering Unmasked Estep 
Score: -23084604.000000 Penalty: 5976.859863
	Iteration 36Q: 3 clusters Score -2.30846e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 169114 members 
Entering Unmasked Estep 
Score: -23084608.000000 Penalty: 5976.859863
	Iteration 37Q: 3 clusters Score -2.308461e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 169234 members 
Entering Unmasked Estep 
Score: -23084578.000000 Penalty: 5976.859863
	Iteration 38Q: 3 clusters Score -2.308458e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 169334 members 
Entering Unmasked Estep 
Score: -23084570.000000 Penalty: 5976.859863
	Iteration 39Q: 3 clusters Score -2.308457e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 169418 members 
Entering Unmasked Estep 
Score: -23084514.000000 Penalty: 5976.859863
	Iteration 40F: 3 clusters Score -2.308451e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 169494 members 
Entering Unmasked Estep 
Score: -23084520.000000 Penalty: 5976.859863
	Iteration 41Q: 3 clusters Score -2.308452e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -23084500.000000 Penalty: 5976.859863
	Iteration 42Q: 3 clusters Score -2.30845e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 169628 members 
Entering Unmasked Estep 
Score: -23084542.000000 Penalty: 5976.859863
	Iteration 43Q: 3 clusters Score -2.308454e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 169680 members 
Entering Unmasked Estep 
Score: -23084530.000000 Penalty: 5976.859863
	Iteration 44Q: 3 clusters Score -2.308453e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 169724 members 
Entering Unmasked Estep 
Score: -23084510.000000 Penalty: 5976.859863
	Iteration 45Q: 3 clusters Score -2.308451e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 169754 members 
Entering Unmasked Estep 
Score: -23084528.000000 Penalty: 5976.859863
	Iteration 46Q: 3 clusters Score -2.308453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -23084532.000000 Penalty: 5976.859863
	Iteration 47Q: 3 clusters Score -2.308453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 169798 members 
Entering Unmasked Estep 
Score: -23084522.000000 Penalty: 5976.859863
	Iteration 48Q: 3 clusters Score -2.308452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 169817 members 
Entering Unmasked Estep 
Score: -23084512.000000 Penalty: 5976.859863
	Iteration 49Q: 3 clusters Score -2.308451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 169835 members 
Entering Unmasked Estep 
Score: -23084502.000000 Penalty: 5976.859863
	Iteration 50Q: 3 clusters Score -2.30845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 169850 members 
Entering Unmasked Estep 
Score: -23084494.000000 Penalty: 5976.859863
	Iteration 51Q: 3 clusters Score -2.308449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 169862 members 
Entering Unmasked Estep 
Score: -23084494.000000 Penalty: 5976.859863
	Iteration 52Q: 3 clusters Score -2.308449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 169870 members 
Entering Unmasked Estep 
Score: -23084502.000000 Penalty: 5976.859863
	Iteration 53Q: 3 clusters Score -2.30845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 169884 members 
Entering Unmasked Estep 
Score: -23084506.000000 Penalty: 5976.859863
	Iteration 54Q: 3 clusters Score -2.308451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 169896 members 
Entering Unmasked Estep 
Score: -23084494.000000 Penalty: 5976.859863
	Iteration 55Q: 3 clusters Score -2.308449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 169909 members 
Entering Unmasked Estep 
Score: -23084526.000000 Penalty: 5976.859863
	Iteration 56Q: 3 clusters Score -2.308453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 169913 members 
Entering Unmasked Estep 
Score: -23084508.000000 Penalty: 5976.859863
	Iteration 57Q: 3 clusters Score -2.308451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 169918 members 
Entering Unmasked Estep 
Score: -23084498.000000 Penalty: 5976.859863
	Iteration 58Q: 3 clusters Score -2.30845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 169922 members 
Entering Unmasked Estep 
Score: -23084480.000000 Penalty: 5976.859863
	Iteration 59Q: 3 clusters Score -2.308448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 169925 members 
Entering Unmasked Estep 
Score: -23084494.000000 Penalty: 5976.859863
	Iteration 60F: 3 clusters Score -2.308449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 169928 members 
Entering Unmasked Estep 
Score: -23084486.000000 Penalty: 5976.859863
	Iteration 61Q: 3 clusters Score -2.308449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 169930 members 
Entering Unmasked Estep 
Score: -23084488.000000 Penalty: 5976.859863
	Iteration 62Q: 3 clusters Score -2.308449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 169936 members 
Entering Unmasked Estep 
Score: -23084486.000000 Penalty: 5976.859863
	Iteration 63Q: 3 clusters Score -2.308449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -23084486.000000 Penalty: 5976.859863
	Iteration 64Q: 3 clusters Score -2.308449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 169940 members 
Entering Unmasked Estep 
Score: -23084478.000000 Penalty: 5976.859863
	Iteration 65Q: 3 clusters Score -2.308448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 169942 members 
Entering Unmasked Estep 
Score: -23084486.000000 Penalty: 5976.859863
	Iteration 66Q: 3 clusters Score -2.308449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 169943 members 
Entering Unmasked Estep 
Score: -23084484.000000 Penalty: 5976.859863
	Iteration 67Q: 3 clusters Score -2.308448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 169943 members 
Entering Unmasked Estep 
Score: -23084484.000000 Penalty: 5976.859863
	Iteration 68F: 3 clusters Score -2.308448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -47589.648438 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -47589.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46155.335938 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -46155.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46375.785156 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -46375.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46568.796875 Penalty: 2979.151367
	Iteration 2F: 3 clusters Score -46568.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46773.281250 Penalty: 2979.151367
	Iteration 3F: 3 clusters Score -46773.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46966.203125 Penalty: 2979.151367
	Iteration 4F: 3 clusters Score -46966.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47054.097656 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -47054.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47105.835938 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -47105.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47135.675781 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -47135.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47154.371094 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -47154.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47158.167969 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -47158.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47166.074219 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -47166.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47168.886719 Penalty: 2979.151367
	Iteration 11Q: 3 clusters Score -47168.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47171.593750 Penalty: 2979.151367
	Iteration 12Q: 3 clusters Score -47171.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47190.257812 Penalty: 2979.151367
	Iteration 13Q: 3 clusters Score -47190.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47214.050781 Penalty: 2979.151367
	Iteration 14Q: 3 clusters Score -47214.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47228.199219 Penalty: 2979.151367
	Iteration 15Q: 3 clusters Score -47228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47239.687500 Penalty: 2979.151367
	Iteration 16Q: 3 clusters Score -47239.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47248.574219 Penalty: 2979.151367
	Iteration 17Q: 3 clusters Score -47248.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47248.574219 Penalty: 2979.151367
	Iteration 18F: 3 clusters Score -47248.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -124648.296875 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -124648.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122691.742188 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -122691.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -123036.460938 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -123036.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -123158.382812 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -123158.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123278.140625 Penalty: 3435.095215
	Iteration 3Q: 3 clusters Score -123278.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -123387.281250 Penalty: 3435.095215
	Iteration 4Q: 3 clusters Score -123387.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123555.726562 Penalty: 3435.095215
	Iteration 5Q: 3 clusters Score -123555.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -123848.039062 Penalty: 3435.095215
	Iteration 6Q: 3 clusters Score -123848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124034.773438 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -124034.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124108.429688 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -124108.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -124161.492188 Penalty: 3435.095215
	Iteration 9Q: 3 clusters Score -124161.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -124187.984375 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -124188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124218.539062 Penalty: 3435.095215
	Iteration 11Q: 3 clusters Score -124218.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -124241.351562 Penalty: 3435.095215
	Iteration 12Q: 3 clusters Score -124241.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -124252.593750 Penalty: 3435.095215
	Iteration 13Q: 3 clusters Score -124252.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -124263.039062 Penalty: 3435.095215
	Iteration 14Q: 3 clusters Score -124263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -124278.906250 Penalty: 3435.095215
	Iteration 15Q: 3 clusters Score -124278.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -124289.546875 Penalty: 3435.095215
	Iteration 16Q: 3 clusters Score -124289.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -124298.335938 Penalty: 3435.095215
	Iteration 17Q: 3 clusters Score -124298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124303.851562 Penalty: 3435.095215
	Iteration 18Q: 3 clusters Score -124303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -124310.804688 Penalty: 3435.095215
	Iteration 19Q: 3 clusters Score -124310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124313.929688 Penalty: 3435.095215
	Iteration 20F: 3 clusters Score -124313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124316.453125 Penalty: 3435.095215
	Iteration 21Q: 3 clusters Score -124316.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124318.101562 Penalty: 3435.095215
	Iteration 22Q: 3 clusters Score -124318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124320.046875 Penalty: 3435.095215
	Iteration 23Q: 3 clusters Score -124320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124325.468750 Penalty: 3435.095215
	Iteration 24Q: 3 clusters Score -124325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124328.976562 Penalty: 3435.095215
	Iteration 25Q: 3 clusters Score -124329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124331.109375 Penalty: 3435.095215
	Iteration 26Q: 3 clusters Score -124331.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124331.109375 Penalty: 3435.095215
	Iteration 27F: 3 clusters Score -124331.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 65859 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 173422 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28691 members 
Mstep: Class 12 contains 27137 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 44208 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194565 members 
Mstep: Class 18 contains 31926 members 
Mstep: Class 19 contains 212868 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171120 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352896.000000 Penalty: 82772.992188
Iteration 199Q: 25 clusters Score -1.443529e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112738 members 
Mstep: Class 2 contains 65864 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 173420 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28693 members 
Mstep: Class 12 contains 27141 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 44210 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194569 members 
Mstep: Class 18 contains 31927 members 
Mstep: Class 19 contains 212876 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171122 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352992.000000 Penalty: 82772.992188
Iteration 200F: 25 clusters Score -1.44353e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112728 members 
Mstep: Class 2 contains 65869 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 173415 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28694 members 
Mstep: Class 12 contains 27143 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44215 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194569 members 
Mstep: Class 18 contains 31925 members 
Mstep: Class 19 contains 212874 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171128 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352832.000000 Penalty: 82772.992188
Iteration 201Q: 25 clusters Score -1.443528e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112714 members 
Mstep: Class 2 contains 65878 members 
Mstep: Class 3 contains 7424 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173410 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28695 members 
Mstep: Class 12 contains 27149 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44217 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194565 members 
Mstep: Class 18 contains 31926 members 
Mstep: Class 19 contains 212875 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171133 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352912.000000 Penalty: 82772.992188
Iteration 202Q: 25 clusters Score -1.443529e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112701 members 
Mstep: Class 2 contains 65886 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 173409 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28696 members 
Mstep: Class 12 contains 27154 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44217 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194565 members 
Mstep: Class 18 contains 31928 members 
Mstep: Class 19 contains 212870 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171138 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352768.000000 Penalty: 82772.992188
Iteration 203Q: 25 clusters Score -1.443528e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112681 members 
Mstep: Class 2 contains 65895 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 173413 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28697 members 
Mstep: Class 12 contains 27160 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44215 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194569 members 
Mstep: Class 18 contains 31928 members 
Mstep: Class 19 contains 212867 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171140 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352816.000000 Penalty: 82772.992188
Iteration 204Q: 25 clusters Score -1.443528e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112668 members 
Mstep: Class 2 contains 65899 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173414 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28700 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44218 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194573 members 
Mstep: Class 18 contains 31929 members 
Mstep: Class 19 contains 212861 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171139 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352752.000000 Penalty: 82772.992188
Iteration 205Q: 25 clusters Score -1.443528e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112651 members 
Mstep: Class 2 contains 65903 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173417 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28701 members 
Mstep: Class 12 contains 27169 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44219 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194574 members 
Mstep: Class 18 contains 31930 members 
Mstep: Class 19 contains 212863 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171140 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352752.000000 Penalty: 82772.992188
Iteration 206Q: 25 clusters Score -1.443528e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112637 members 
Mstep: Class 2 contains 65906 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173413 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28700 members 
Mstep: Class 12 contains 27175 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44220 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194584 members 
Mstep: Class 18 contains 31929 members 
Mstep: Class 19 contains 212866 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171137 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352656.000000 Penalty: 82772.992188
Iteration 207Q: 25 clusters Score -1.443527e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112626 members 
Mstep: Class 2 contains 65909 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173409 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28700 members 
Mstep: Class 12 contains 27179 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44220 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194593 members 
Mstep: Class 18 contains 31928 members 
Mstep: Class 19 contains 212866 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171136 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 208Q: 25 clusters Score -1.443527e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112617 members 
Mstep: Class 2 contains 65910 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173409 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28698 members 
Mstep: Class 12 contains 27183 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44223 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 194594 members 
Mstep: Class 18 contains 31930 members 
Mstep: Class 19 contains 212861 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171139 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352768.000000 Penalty: 82772.992188
Iteration 209Q: 25 clusters Score -1.443528e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112611 members 
Mstep: Class 2 contains 65912 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173409 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28698 members 
Mstep: Class 12 contains 27183 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44225 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194594 members 
Mstep: Class 18 contains 31929 members 
Mstep: Class 19 contains 212861 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171140 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352880.000000 Penalty: 82772.992188
Iteration 210Q: 25 clusters Score -1.443529e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 2206 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173409 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2770 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28695 members 
Mstep: Class 12 contains 27186 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44227 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194598 members 
Mstep: Class 18 contains 31928 members 
Mstep: Class 19 contains 212860 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171142 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352896.000000 Penalty: 82772.992188
Iteration 211Q: 25 clusters Score -1.443529e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112577 members 
Mstep: Class 2 contains 65918 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 2207 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173407 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28694 members 
Mstep: Class 12 contains 27189 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44227 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194604 members 
Mstep: Class 18 contains 31928 members 
Mstep: Class 19 contains 212859 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171147 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352848.000000 Penalty: 82772.992188
Iteration 212Q: 25 clusters Score -1.443528e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112554 members 
Mstep: Class 2 contains 65919 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 2208 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173411 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28693 members 
Mstep: Class 12 contains 27192 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44226 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194612 members 
Mstep: Class 18 contains 31930 members 
Mstep: Class 19 contains 212863 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171143 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352864.000000 Penalty: 82772.992188
Iteration 213Q: 25 clusters Score -1.443529e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 65925 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173400 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28702 members 
Mstep: Class 12 contains 27197 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44227 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 194618 members 
Mstep: Class 18 contains 31929 members 
Mstep: Class 19 contains 212863 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171145 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 214Q: 25 clusters Score -1.443527e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112498 members 
Mstep: Class 2 contains 65936 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173396 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 27203 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44229 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 194626 members 
Mstep: Class 18 contains 31925 members 
Mstep: Class 19 contains 212861 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171146 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 215Q: 25 clusters Score -1.443527e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 65950 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173390 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 28709 members 
Mstep: Class 12 contains 27206 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44229 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 194628 members 
Mstep: Class 18 contains 31923 members 
Mstep: Class 19 contains 212858 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171146 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352768.000000 Penalty: 82772.992188
Iteration 216Q: 25 clusters Score -1.443528e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112459 members 
Mstep: Class 2 contains 65958 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173385 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 28715 members 
Mstep: Class 12 contains 27214 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44228 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 194630 members 
Mstep: Class 18 contains 31922 members 
Mstep: Class 19 contains 212848 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171153 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 217Q: 25 clusters Score -1.443527e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112437 members 
Mstep: Class 2 contains 65965 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173386 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 28715 members 
Mstep: Class 12 contains 27223 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44229 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 194632 members 
Mstep: Class 18 contains 31921 members 
Mstep: Class 19 contains 212838 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171162 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 218Q: 25 clusters Score -1.443527e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112419 members 
Mstep: Class 2 contains 65972 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 2211 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173388 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 2544 members 
Mstep: Class 11 contains 28716 members 
Mstep: Class 12 contains 27224 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44229 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 194637 members 
Mstep: Class 18 contains 31919 members 
Mstep: Class 19 contains 212839 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171158 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352608.000000 Penalty: 82772.992188
Iteration 219Q: 25 clusters Score -1.443526e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112400 members 
Mstep: Class 2 contains 65977 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173390 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 28712 members 
Mstep: Class 12 contains 27228 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44229 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 194647 members 
Mstep: Class 18 contains 31918 members 
Mstep: Class 19 contains 212835 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171154 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352640.000000 Penalty: 82772.992188
Iteration 220F: 25 clusters Score -1.443526e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112380 members 
Mstep: Class 2 contains 65984 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 173388 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28711 members 
Mstep: Class 12 contains 27231 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44229 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 194652 members 
Mstep: Class 18 contains 31917 members 
Mstep: Class 19 contains 212835 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171152 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352624.000000 Penalty: 82772.992188
Iteration 221Q: 25 clusters Score -1.443526e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112357 members 
Mstep: Class 2 contains 65990 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 173384 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2827 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28711 members 
Mstep: Class 12 contains 27235 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44230 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 194657 members 
Mstep: Class 18 contains 31917 members 
Mstep: Class 19 contains 212839 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171155 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352784.000000 Penalty: 82772.992188
Iteration 222Q: 25 clusters Score -1.443528e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112335 members 
Mstep: Class 2 contains 65997 members 
Mstep: Class 3 contains 7423 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 173377 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28714 members 
Mstep: Class 12 contains 27236 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44231 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 194665 members 
Mstep: Class 18 contains 31915 members 
Mstep: Class 19 contains 212841 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171159 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352736.000000 Penalty: 82772.992188
Iteration 223Q: 25 clusters Score -1.443527e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112316 members 
Mstep: Class 2 contains 66004 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 173372 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28716 members 
Mstep: Class 12 contains 27239 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44231 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 194667 members 
Mstep: Class 18 contains 31918 members 
Mstep: Class 19 contains 212845 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171158 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352752.000000 Penalty: 82772.992188
Iteration 224Q: 25 clusters Score -1.443528e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112302 members 
Mstep: Class 2 contains 66010 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 173368 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28717 members 
Mstep: Class 12 contains 27244 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44232 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 194664 members 
Mstep: Class 18 contains 31919 members 
Mstep: Class 19 contains 212846 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171159 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352672.000000 Penalty: 82772.992188
Iteration 225Q: 25 clusters Score -1.443527e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112286 members 
Mstep: Class 2 contains 66020 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173363 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28718 members 
Mstep: Class 12 contains 27249 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44235 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 194664 members 
Mstep: Class 18 contains 31922 members 
Mstep: Class 19 contains 212845 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171157 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352768.000000 Penalty: 82772.992188
Iteration 226Q: 25 clusters Score -1.443528e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112273 members 
Mstep: Class 2 contains 66030 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173371 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28720 members 
Mstep: Class 12 contains 27258 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44236 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194655 members 
Mstep: Class 18 contains 31923 members 
Mstep: Class 19 contains 212836 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171158 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352816.000000 Penalty: 82772.992188
Iteration 227Q: 25 clusters Score -1.443528e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112259 members 
Mstep: Class 2 contains 66036 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 173374 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28720 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44238 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194653 members 
Mstep: Class 18 contains 31922 members 
Mstep: Class 19 contains 212830 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171164 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352768.000000 Penalty: 82772.992188
Iteration 228Q: 25 clusters Score -1.443528e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112246 members 
Mstep: Class 2 contains 66037 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 173383 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28716 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44237 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194654 members 
Mstep: Class 18 contains 31921 members 
Mstep: Class 19 contains 212831 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171163 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352768.000000 Penalty: 82772.992188
Iteration 229Q: 25 clusters Score -1.443528e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112237 members 
Mstep: Class 2 contains 66038 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 173388 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28720 members 
Mstep: Class 12 contains 27267 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44237 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194646 members 
Mstep: Class 18 contains 31921 members 
Mstep: Class 19 contains 212834 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171166 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 230Q: 25 clusters Score -1.443527e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112225 members 
Mstep: Class 2 contains 66042 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 173390 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28725 members 
Mstep: Class 12 contains 27268 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44237 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194642 members 
Mstep: Class 18 contains 31921 members 
Mstep: Class 19 contains 212841 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171163 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352800.000000 Penalty: 82772.992188
Iteration 231Q: 25 clusters Score -1.443528e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112212 members 
Mstep: Class 2 contains 66044 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 173395 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28732 members 
Mstep: Class 12 contains 27269 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44236 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194640 members 
Mstep: Class 18 contains 31921 members 
Mstep: Class 19 contains 212851 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171158 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352736.000000 Penalty: 82772.992188
Iteration 232Q: 25 clusters Score -1.443527e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 66046 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 173403 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28740 members 
Mstep: Class 12 contains 27272 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44235 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194638 members 
Mstep: Class 18 contains 31923 members 
Mstep: Class 19 contains 212853 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171153 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352736.000000 Penalty: 82772.992188
Iteration 233Q: 25 clusters Score -1.443527e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112185 members 
Mstep: Class 2 contains 66050 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 173408 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28747 members 
Mstep: Class 12 contains 27275 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44236 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194638 members 
Mstep: Class 18 contains 31924 members 
Mstep: Class 19 contains 212850 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171149 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352848.000000 Penalty: 82772.992188
Iteration 234Q: 25 clusters Score -1.443528e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112171 members 
Mstep: Class 2 contains 66052 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 173406 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28753 members 
Mstep: Class 12 contains 27278 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44236 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194645 members 
Mstep: Class 18 contains 31926 members 
Mstep: Class 19 contains 212847 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171150 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352784.000000 Penalty: 82772.992188
Iteration 235Q: 25 clusters Score -1.443528e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112156 members 
Mstep: Class 2 contains 66054 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4736 members 
Mstep: Class 6 contains 173418 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28755 members 
Mstep: Class 12 contains 27282 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44236 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194652 members 
Mstep: Class 18 contains 31926 members 
Mstep: Class 19 contains 212841 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171150 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 236Q: 25 clusters Score -1.443527e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112145 members 
Mstep: Class 2 contains 66054 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173420 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28758 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44236 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194660 members 
Mstep: Class 18 contains 31927 members 
Mstep: Class 19 contains 212836 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171151 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352736.000000 Penalty: 82772.992188
Iteration 237Q: 25 clusters Score -1.443527e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112135 members 
Mstep: Class 2 contains 66056 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173420 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28762 members 
Mstep: Class 12 contains 27292 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44236 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194667 members 
Mstep: Class 18 contains 31927 members 
Mstep: Class 19 contains 212824 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171155 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352656.000000 Penalty: 82772.992188
Iteration 238Q: 25 clusters Score -1.443527e+08 nChanged 36
Entering ConstructFrom: 
Score: -144352656.000000 Penalty: 82772.992188
Entering ConstructFrom: 
Trying to split cluster 1 (112126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112126 members 
Entering Unmasked Estep 
Score: -15110259.000000 Penalty: 2883.589844
	Iteration 0F: 2 clusters Score -1.511026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -15035555.000000 Penalty: 5767.179688
	Iteration 0F: 3 clusters Score -1.503556e+07 nChanged 53120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -15065957.000000 Penalty: 5767.179688
	Iteration 1F: 3 clusters Score -1.506596e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -15067247.000000 Penalty: 5767.179688
	Iteration 2Q: 3 clusters Score -1.506725e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -15068629.000000 Penalty: 5767.179688
	Iteration 3Q: 3 clusters Score -1.506863e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -15070599.000000 Penalty: 5767.179688
	Iteration 4Q: 3 clusters Score -1.50706e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -15073117.000000 Penalty: 5767.179688
	Iteration 5Q: 3 clusters Score -1.507312e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -15076441.000000 Penalty: 5767.179688
	Iteration 6Q: 3 clusters Score -1.507644e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -15080816.000000 Penalty: 5767.179688
	Iteration 7F: 3 clusters Score -1.508082e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -15085363.000000 Penalty: 5767.179688
	Iteration 8F: 3 clusters Score -1.508536e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 72145 members 
Entering Unmasked Estep 
Score: -15089440.000000 Penalty: 5767.179688
	Iteration 9F: 3 clusters Score -1.508944e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -15092030.000000 Penalty: 5767.179688
	Iteration 10Q: 3 clusters Score -1.509203e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -15093317.000000 Penalty: 5767.179688
	Iteration 11Q: 3 clusters Score -1.509332e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -15093991.000000 Penalty: 5767.179688
	Iteration 12Q: 3 clusters Score -1.509399e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -15094541.000000 Penalty: 5767.179688
	Iteration 13Q: 3 clusters Score -1.509454e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 79118 members 
Entering Unmasked Estep 
Score: -15095005.000000 Penalty: 5767.179688
	Iteration 14Q: 3 clusters Score -1.5095e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -15095481.000000 Penalty: 5767.179688
	Iteration 15Q: 3 clusters Score -1.509548e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
Score: -15095874.000000 Penalty: 5767.179688
	Iteration 16Q: 3 clusters Score -1.509587e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -15096277.000000 Penalty: 5767.179688
	Iteration 17Q: 3 clusters Score -1.509628e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 84890 members 
Entering Unmasked Estep 
Score: -15096748.000000 Penalty: 5767.179688
	Iteration 18Q: 3 clusters Score -1.509675e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 86419 members 
Entering Unmasked Estep 
Score: -15097271.000000 Penalty: 5767.179688
	Iteration 19Q: 3 clusters Score -1.509727e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 87978 members 
Entering Unmasked Estep 
Score: -15097751.000000 Penalty: 5767.179688
	Iteration 20F: 3 clusters Score -1.509775e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -15098228.000000 Penalty: 5767.179688
	Iteration 21Q: 3 clusters Score -1.509823e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 91188 members 
Entering Unmasked Estep 
Score: -15098785.000000 Penalty: 5767.179688
	Iteration 22Q: 3 clusters Score -1.509878e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -15099376.000000 Penalty: 5767.179688
	Iteration 23Q: 3 clusters Score -1.509938e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -15100073.000000 Penalty: 5767.179688
	Iteration 24Q: 3 clusters Score -1.510007e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -15100729.000000 Penalty: 5767.179688
	Iteration 25Q: 3 clusters Score -1.510073e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -15101559.000000 Penalty: 5767.179688
	Iteration 26Q: 3 clusters Score -1.510156e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 99745 members 
Entering Unmasked Estep 
Score: -15102274.000000 Penalty: 5767.179688
	Iteration 27Q: 3 clusters Score -1.510227e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 101403 members 
Entering Unmasked Estep 
Score: -15102976.000000 Penalty: 5767.179688
	Iteration 28Q: 3 clusters Score -1.510298e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -15103701.000000 Penalty: 5767.179688
	Iteration 29Q: 3 clusters Score -1.51037e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 104365 members 
Entering Unmasked Estep 
Score: -15104218.000000 Penalty: 5767.179688
	Iteration 30Q: 3 clusters Score -1.510422e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -15104854.000000 Penalty: 5767.179688
	Iteration 31Q: 3 clusters Score -1.510485e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 106837 members 
Entering Unmasked Estep 
Score: -15105403.000000 Penalty: 5767.179688
	Iteration 32Q: 3 clusters Score -1.51054e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 107806 members 
Entering Unmasked Estep 
Score: -15105907.000000 Penalty: 5767.179688
	Iteration 33Q: 3 clusters Score -1.510591e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 108574 members 
Entering Unmasked Estep 
Score: -15106342.000000 Penalty: 5767.179688
	Iteration 34Q: 3 clusters Score -1.510634e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -15106669.000000 Penalty: 5767.179688
	Iteration 35Q: 3 clusters Score -1.510667e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -15106888.000000 Penalty: 5767.179688
	Iteration 36Q: 3 clusters Score -1.510689e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 110034 members 
Entering Unmasked Estep 
Score: -15107096.000000 Penalty: 5767.179688
	Iteration 37Q: 3 clusters Score -1.51071e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 110311 members 
Entering Unmasked Estep 
Score: -15107194.000000 Penalty: 5767.179688
	Iteration 38Q: 3 clusters Score -1.510719e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -15107302.000000 Penalty: 5767.179688
	Iteration 39Q: 3 clusters Score -1.51073e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 110707 members 
Entering Unmasked Estep 
Score: -15107405.000000 Penalty: 5767.179688
	Iteration 40F: 3 clusters Score -1.51074e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -15107487.000000 Penalty: 5767.179688
	Iteration 41Q: 3 clusters Score -1.510749e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 110931 members 
Entering Unmasked Estep 
Score: -15107552.000000 Penalty: 5767.179688
	Iteration 42Q: 3 clusters Score -1.510755e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -15107580.000000 Penalty: 5767.179688
	Iteration 43Q: 3 clusters Score -1.510758e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 111041 members 
Entering Unmasked Estep 
Score: -15107609.000000 Penalty: 5767.179688
	Iteration 44Q: 3 clusters Score -1.510761e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 111086 members 
Entering Unmasked Estep 
Score: -15107630.000000 Penalty: 5767.179688
	Iteration 45Q: 3 clusters Score -1.510763e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 111123 members 
Entering Unmasked Estep 
Score: -15107660.000000 Penalty: 5767.179688
	Iteration 46Q: 3 clusters Score -1.510766e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 111159 members 
Entering Unmasked Estep 
Score: -15107678.000000 Penalty: 5767.179688
	Iteration 47Q: 3 clusters Score -1.510768e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 111188 members 
Entering Unmasked Estep 
Score: -15107672.000000 Penalty: 5767.179688
	Iteration 48Q: 3 clusters Score -1.510767e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -15107692.000000 Penalty: 5767.179688
	Iteration 49Q: 3 clusters Score -1.510769e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -15107720.000000 Penalty: 5767.179688
	Iteration 50Q: 3 clusters Score -1.510772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 111252 members 
Entering Unmasked Estep 
Score: -15107719.000000 Penalty: 5767.179688
	Iteration 51Q: 3 clusters Score -1.510772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 111266 members 
Entering Unmasked Estep 
Score: -15107752.000000 Penalty: 5767.179688
	Iteration 52Q: 3 clusters Score -1.510775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 111279 members 
Entering Unmasked Estep 
Score: -15107750.000000 Penalty: 5767.179688
	Iteration 53Q: 3 clusters Score -1.510775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 111287 members 
Entering Unmasked Estep 
Score: -15107748.000000 Penalty: 5767.179688
	Iteration 54Q: 3 clusters Score -1.510775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 111295 members 
Entering Unmasked Estep 
Score: -15107758.000000 Penalty: 5767.179688
	Iteration 55Q: 3 clusters Score -1.510776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 111296 members 
Entering Unmasked Estep 
Score: -15107769.000000 Penalty: 5767.179688
	Iteration 56Q: 3 clusters Score -1.510777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 111297 members 
Entering Unmasked Estep 
Score: -15107752.000000 Penalty: 5767.179688
	Iteration 57Q: 3 clusters Score -1.510775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 111302 members 
Entering Unmasked Estep 
Score: -15107761.000000 Penalty: 5767.179688
	Iteration 58Q: 3 clusters Score -1.510776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 111305 members 
Entering Unmasked Estep 
Score: -15107771.000000 Penalty: 5767.179688
	Iteration 59Q: 3 clusters Score -1.510777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 111307 members 
Entering Unmasked Estep 
Score: -15107755.000000 Penalty: 5767.179688
	Iteration 60F: 3 clusters Score -1.510776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -15107759.000000 Penalty: 5767.179688
	Iteration 61Q: 3 clusters Score -1.510776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 111311 members 
Entering Unmasked Estep 
Score: -15107766.000000 Penalty: 5767.179688
	Iteration 62Q: 3 clusters Score -1.510777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 111317 members 
Entering Unmasked Estep 
Score: -15107760.000000 Penalty: 5767.179688
	Iteration 63Q: 3 clusters Score -1.510776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 111325 members 
Entering Unmasked Estep 
Score: -15107767.000000 Penalty: 5767.179688
	Iteration 64Q: 3 clusters Score -1.510777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 111329 members 
Entering Unmasked Estep 
Score: -15107769.000000 Penalty: 5767.179688
	Iteration 65Q: 3 clusters Score -1.510777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 111337 members 
Entering Unmasked Estep 
Score: -15107774.000000 Penalty: 5767.179688
	Iteration 66Q: 3 clusters Score -1.510777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 111339 members 
Entering Unmasked Estep 
Score: -15107775.000000 Penalty: 5767.179688
	Iteration 67Q: 3 clusters Score -1.510778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 111340 members 
Entering Unmasked Estep 
Score: -15107775.000000 Penalty: 5767.179688
	Iteration 68Q: 3 clusters Score -1.510778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 111344 members 
Entering Unmasked Estep 
Score: -15107786.000000 Penalty: 5767.179688
	Iteration 69Q: 3 clusters Score -1.510779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 111344 members 
Entering Unmasked Estep 
Score: -15107786.000000 Penalty: 5767.179688
	Iteration 70F: 3 clusters Score -1.510779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Entering Unmasked Estep 
Score: -8954082.000000 Penalty: 2752.371826
	Iteration 0F: 2 clusters Score -8954082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -8909831.000000 Penalty: 5504.743652
	Iteration 0F: 3 clusters Score -8909831 nChanged 30721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -8926706.000000 Penalty: 5504.743652
	Iteration 1F: 3 clusters Score -8926706 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -8927232.000000 Penalty: 5504.743652
	Iteration 2Q: 3 clusters Score -8927232 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -8927707.000000 Penalty: 5504.743652
	Iteration 3Q: 3 clusters Score -8927707 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -8928242.000000 Penalty: 5504.743652
	Iteration 4Q: 3 clusters Score -8928242 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -8928955.000000 Penalty: 5504.743652
	Iteration 5Q: 3 clusters Score -8928955 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -8930090.000000 Penalty: 5504.743652
	Iteration 6Q: 3 clusters Score -8930090 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -8931946.000000 Penalty: 5504.743652
	Iteration 7F: 3 clusters Score -8931946 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -8935107.000000 Penalty: 5504.743652
	Iteration 8F: 3 clusters Score -8935107 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -8939482.000000 Penalty: 5504.743652
	Iteration 9F: 3 clusters Score -8939482 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -8944431.000000 Penalty: 5504.743652
	Iteration 10F: 3 clusters Score -8944431 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -8948200.000000 Penalty: 5504.743652
	Iteration 11F: 3 clusters Score -8948200 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -8950214.000000 Penalty: 5504.743652
	Iteration 12Q: 3 clusters Score -8950214 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -8951034.000000 Penalty: 5504.743652
	Iteration 13Q: 3 clusters Score -8951034 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -8951351.000000 Penalty: 5504.743652
	Iteration 14Q: 3 clusters Score -8951351 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -8951478.000000 Penalty: 5504.743652
	Iteration 15Q: 3 clusters Score -8951478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -8951567.000000 Penalty: 5504.743652
	Iteration 16Q: 3 clusters Score -8951567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -8951618.000000 Penalty: 5504.743652
	Iteration 17Q: 3 clusters Score -8951618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 65732 members 
Entering Unmasked Estep 
Score: -8951626.000000 Penalty: 5504.743652
	Iteration 18Q: 3 clusters Score -8951626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -8951635.000000 Penalty: 5504.743652
	Iteration 19Q: 3 clusters Score -8951635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -8951641.000000 Penalty: 5504.743652
	Iteration 20F: 3 clusters Score -8951641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -8951639.000000 Penalty: 5504.743652
	Iteration 21Q: 3 clusters Score -8951639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -8951639.000000 Penalty: 5504.743652
	Iteration 22F: 3 clusters Score -8951639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Entering Unmasked Estep 
Score: -965224.625000 Penalty: 2210.126221
	Iteration 0F: 2 clusters Score -965224.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -959196.687500 Penalty: 4420.252441
	Iteration 0F: 3 clusters Score -959196.7 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -960798.625000 Penalty: 4420.252441
	Iteration 1F: 3 clusters Score -960798.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -961090.375000 Penalty: 4420.252441
	Iteration 2F: 3 clusters Score -961090.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -961289.562500 Penalty: 4420.252441
	Iteration 3F: 3 clusters Score -961289.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -961450.125000 Penalty: 4420.252441
	Iteration 4Q: 3 clusters Score -961450.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -961586.562500 Penalty: 4420.252441
	Iteration 5Q: 3 clusters Score -961586.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -961723.375000 Penalty: 4420.252441
	Iteration 6Q: 3 clusters Score -961723.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -961853.625000 Penalty: 4420.252441
	Iteration 7Q: 3 clusters Score -961853.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -961959.562500 Penalty: 4420.252441
	Iteration 8Q: 3 clusters Score -961959.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -962053.312500 Penalty: 4420.252441
	Iteration 9Q: 3 clusters Score -962053.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -962139.125000 Penalty: 4420.252441
	Iteration 10Q: 3 clusters Score -962139.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -962216.312500 Penalty: 4420.252441
	Iteration 11Q: 3 clusters Score -962216.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -962287.687500 Penalty: 4420.252441
	Iteration 12Q: 3 clusters Score -962287.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -962356.562500 Penalty: 4420.252441
	Iteration 13Q: 3 clusters Score -962356.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -962420.375000 Penalty: 4420.252441
	Iteration 14Q: 3 clusters Score -962420.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -962478.250000 Penalty: 4420.252441
	Iteration 15Q: 3 clusters Score -962478.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -962545.687500 Penalty: 4420.252441
	Iteration 16Q: 3 clusters Score -962545.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -962621.812500 Penalty: 4420.252441
	Iteration 17Q: 3 clusters Score -962621.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -962694.375000 Penalty: 4420.252441
	Iteration 18Q: 3 clusters Score -962694.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -962754.375000 Penalty: 4420.252441
	Iteration 19Q: 3 clusters Score -962754.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -962812.062500 Penalty: 4420.252441
	Iteration 20F: 3 clusters Score -962812.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -962877.125000 Penalty: 4420.252441
	Iteration 21Q: 3 clusters Score -962877.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -962933.875000 Penalty: 4420.252441
	Iteration 22Q: 3 clusters Score -962933.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -962983.750000 Penalty: 4420.252441
	Iteration 23Q: 3 clusters Score -962983.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -963037.625000 Penalty: 4420.252441
	Iteration 24Q: 3 clusters Score -963037.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -963089.500000 Penalty: 4420.252441
	Iteration 25Q: 3 clusters Score -963089.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -963132.812500 Penalty: 4420.252441
	Iteration 26Q: 3 clusters Score -963132.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -963169.312500 Penalty: 4420.252441
	Iteration 27Q: 3 clusters Score -963169.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -963200.187500 Penalty: 4420.252441
	Iteration 28Q: 3 clusters Score -963200.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -963227.937500 Penalty: 4420.252441
	Iteration 29Q: 3 clusters Score -963227.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -963242.125000 Penalty: 4420.252441
	Iteration 30Q: 3 clusters Score -963242.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -963254.312500 Penalty: 4420.252441
	Iteration 31Q: 3 clusters Score -963254.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -963259.250000 Penalty: 4420.252441
	Iteration 32Q: 3 clusters Score -963259.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -963270.125000 Penalty: 4420.252441
	Iteration 33Q: 3 clusters Score -963270.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -963277.500000 Penalty: 4420.252441
	Iteration 34Q: 3 clusters Score -963277.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -963285.750000 Penalty: 4420.252441
	Iteration 35Q: 3 clusters Score -963285.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -963301.312500 Penalty: 4420.252441
	Iteration 36Q: 3 clusters Score -963301.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -963314.437500 Penalty: 4420.252441
	Iteration 37Q: 3 clusters Score -963314.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -963320.875000 Penalty: 4420.252441
	Iteration 38Q: 3 clusters Score -963320.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -963328.125000 Penalty: 4420.252441
	Iteration 39Q: 3 clusters Score -963328.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -963338.562500 Penalty: 4420.252441
	Iteration 40F: 3 clusters Score -963338.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -963343.625000 Penalty: 4420.252441
	Iteration 41Q: 3 clusters Score -963343.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -963347.687500 Penalty: 4420.252441
	Iteration 42Q: 3 clusters Score -963347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -963353.437500 Penalty: 4420.252441
	Iteration 43Q: 3 clusters Score -963353.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -963358.187500 Penalty: 4420.252441
	Iteration 44Q: 3 clusters Score -963358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -963362.250000 Penalty: 4420.252441
	Iteration 45Q: 3 clusters Score -963362.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -963363.500000 Penalty: 4420.252441
	Iteration 46Q: 3 clusters Score -963363.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -963366.562500 Penalty: 4420.252441
	Iteration 47Q: 3 clusters Score -963366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -963366.187500 Penalty: 4420.252441
	Iteration 48Q: 3 clusters Score -963366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -963367.875000 Penalty: 4420.252441
	Iteration 49Q: 3 clusters Score -963367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -963369.937500 Penalty: 4420.252441
	Iteration 50Q: 3 clusters Score -963369.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -963372.000000 Penalty: 4420.252441
	Iteration 51Q: 3 clusters Score -963372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -963373.375000 Penalty: 4420.252441
	Iteration 52Q: 3 clusters Score -963373.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -963375.875000 Penalty: 4420.252441
	Iteration 53Q: 3 clusters Score -963375.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -963380.812500 Penalty: 4420.252441
	Iteration 54Q: 3 clusters Score -963380.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -963382.562500 Penalty: 4420.252441
	Iteration 55Q: 3 clusters Score -963382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -963385.937500 Penalty: 4420.252441
	Iteration 56Q: 3 clusters Score -963385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -963388.125000 Penalty: 4420.252441
	Iteration 57Q: 3 clusters Score -963388.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -963389.937500 Penalty: 4420.252441
	Iteration 58Q: 3 clusters Score -963389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -963390.250000 Penalty: 4420.252441
	Iteration 59Q: 3 clusters Score -963390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -963390.250000 Penalty: 4420.252441
	Iteration 60F: 3 clusters Score -963390.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -298554.093750 Penalty: 1911.351562
	Iteration 0F: 2 clusters Score -298554.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -295796.062500 Penalty: 3822.703125
	Iteration 0F: 3 clusters Score -295796.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -296319.968750 Penalty: 3822.703125
	Iteration 1F: 3 clusters Score -296320 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296514.000000 Penalty: 3822.703125
	Iteration 2F: 3 clusters Score -296514 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -296664.906250 Penalty: 3822.703125
	Iteration 3F: 3 clusters Score -296664.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -296759.281250 Penalty: 3822.703125
	Iteration 4Q: 3 clusters Score -296759.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -296838.437500 Penalty: 3822.703125
	Iteration 5Q: 3 clusters Score -296838.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -296895.937500 Penalty: 3822.703125
	Iteration 6Q: 3 clusters Score -296895.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296959.968750 Penalty: 3822.703125
	Iteration 7Q: 3 clusters Score -296960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -297019.062500 Penalty: 3822.703125
	Iteration 8Q: 3 clusters Score -297019.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -297062.437500 Penalty: 3822.703125
	Iteration 9Q: 3 clusters Score -297062.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -297097.468750 Penalty: 3822.703125
	Iteration 10Q: 3 clusters Score -297097.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -297120.000000 Penalty: 3822.703125
	Iteration 11Q: 3 clusters Score -297120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -297138.281250 Penalty: 3822.703125
	Iteration 12Q: 3 clusters Score -297138.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -297153.093750 Penalty: 3822.703125
	Iteration 13Q: 3 clusters Score -297153.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -297158.718750 Penalty: 3822.703125
	Iteration 14Q: 3 clusters Score -297158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -297161.125000 Penalty: 3822.703125
	Iteration 15Q: 3 clusters Score -297161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -297162.625000 Penalty: 3822.703125
	Iteration 16Q: 3 clusters Score -297162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -297163.718750 Penalty: 3822.703125
	Iteration 17Q: 3 clusters Score -297163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -297164.375000 Penalty: 3822.703125
	Iteration 18Q: 3 clusters Score -297164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -297169.343750 Penalty: 3822.703125
	Iteration 19Q: 3 clusters Score -297169.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -297171.125000 Penalty: 3822.703125
	Iteration 20F: 3 clusters Score -297171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -297172.781250 Penalty: 3822.703125
	Iteration 21Q: 3 clusters Score -297172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -297173.875000 Penalty: 3822.703125
	Iteration 22Q: 3 clusters Score -297173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -297174.437500 Penalty: 3822.703125
	Iteration 23Q: 3 clusters Score -297174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -297174.812500 Penalty: 3822.703125
	Iteration 24Q: 3 clusters Score -297174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -297174.812500 Penalty: 3822.703125
	Iteration 25F: 3 clusters Score -297174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Entering Unmasked Estep 
Score: -641583.312500 Penalty: 2098.654053
	Iteration 0F: 2 clusters Score -641583.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -637242.937500 Penalty: 4197.308105
	Iteration 0F: 3 clusters Score -637242.9 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -638223.187500 Penalty: 4197.308105
	Iteration 1F: 3 clusters Score -638223.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -638415.187500 Penalty: 4197.308105
	Iteration 2F: 3 clusters Score -638415.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -638521.500000 Penalty: 4197.308105
	Iteration 3Q: 3 clusters Score -638521.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -638593.187500 Penalty: 4197.308105
	Iteration 4Q: 3 clusters Score -638593.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -638646.375000 Penalty: 4197.308105
	Iteration 5Q: 3 clusters Score -638646.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -638695.125000 Penalty: 4197.308105
	Iteration 6Q: 3 clusters Score -638695.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -638741.937500 Penalty: 4197.308105
	Iteration 7Q: 3 clusters Score -638741.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -638775.375000 Penalty: 4197.308105
	Iteration 8Q: 3 clusters Score -638775.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -638807.875000 Penalty: 4197.308105
	Iteration 9Q: 3 clusters Score -638807.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -638829.312500 Penalty: 4197.308105
	Iteration 10Q: 3 clusters Score -638829.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -638843.000000 Penalty: 4197.308105
	Iteration 11Q: 3 clusters Score -638843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -638852.250000 Penalty: 4197.308105
	Iteration 12Q: 3 clusters Score -638852.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -638866.625000 Penalty: 4197.308105
	Iteration 13Q: 3 clusters Score -638866.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -638879.000000 Penalty: 4197.308105
	Iteration 14Q: 3 clusters Score -638879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -638895.562500 Penalty: 4197.308105
	Iteration 15Q: 3 clusters Score -638895.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -638917.687500 Penalty: 4197.308105
	Iteration 16Q: 3 clusters Score -638917.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -638940.875000 Penalty: 4197.308105
	Iteration 17Q: 3 clusters Score -638940.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -638971.875000 Penalty: 4197.308105
	Iteration 18Q: 3 clusters Score -638971.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -638996.875000 Penalty: 4197.308105
	Iteration 19Q: 3 clusters Score -638996.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -639023.062500 Penalty: 4197.308105
	Iteration 20F: 3 clusters Score -639023.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -639060.687500 Penalty: 4197.308105
	Iteration 21Q: 3 clusters Score -639060.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -639094.812500 Penalty: 4197.308105
	Iteration 22Q: 3 clusters Score -639094.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -639123.812500 Penalty: 4197.308105
	Iteration 23Q: 3 clusters Score -639123.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -639150.562500 Penalty: 4197.308105
	Iteration 24Q: 3 clusters Score -639150.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -639172.625000 Penalty: 4197.308105
	Iteration 25Q: 3 clusters Score -639172.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -639191.687500 Penalty: 4197.308105
	Iteration 26Q: 3 clusters Score -639191.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -639209.437500 Penalty: 4197.308105
	Iteration 27Q: 3 clusters Score -639209.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -639226.500000 Penalty: 4197.308105
	Iteration 28Q: 3 clusters Score -639226.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -639241.687500 Penalty: 4197.308105
	Iteration 29Q: 3 clusters Score -639241.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -639253.937500 Penalty: 4197.308105
	Iteration 30Q: 3 clusters Score -639253.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -639266.375000 Penalty: 4197.308105
	Iteration 31Q: 3 clusters Score -639266.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -639279.562500 Penalty: 4197.308105
	Iteration 32Q: 3 clusters Score -639279.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -639285.875000 Penalty: 4197.308105
	Iteration 33Q: 3 clusters Score -639285.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -639293.812500 Penalty: 4197.308105
	Iteration 34Q: 3 clusters Score -639293.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -639299.500000 Penalty: 4197.308105
	Iteration 35Q: 3 clusters Score -639299.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -639311.562500 Penalty: 4197.308105
	Iteration 36Q: 3 clusters Score -639311.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -639320.500000 Penalty: 4197.308105
	Iteration 37Q: 3 clusters Score -639320.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -639330.812500 Penalty: 4197.308105
	Iteration 38Q: 3 clusters Score -639330.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -639340.312500 Penalty: 4197.308105
	Iteration 39Q: 3 clusters Score -639340.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -639346.125000 Penalty: 4197.308105
	Iteration 40F: 3 clusters Score -639346.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -639352.062500 Penalty: 4197.308105
	Iteration 41Q: 3 clusters Score -639352.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -639357.125000 Penalty: 4197.308105
	Iteration 42Q: 3 clusters Score -639357.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -639364.312500 Penalty: 4197.308105
	Iteration 43Q: 3 clusters Score -639364.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -639372.812500 Penalty: 4197.308105
	Iteration 44Q: 3 clusters Score -639372.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -639379.750000 Penalty: 4197.308105
	Iteration 45Q: 3 clusters Score -639379.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -639383.125000 Penalty: 4197.308105
	Iteration 46Q: 3 clusters Score -639383.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -639385.625000 Penalty: 4197.308105
	Iteration 47Q: 3 clusters Score -639385.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -639388.437500 Penalty: 4197.308105
	Iteration 48Q: 3 clusters Score -639388.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -639390.937500 Penalty: 4197.308105
	Iteration 49Q: 3 clusters Score -639390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -639392.562500 Penalty: 4197.308105
	Iteration 50Q: 3 clusters Score -639392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -639393.625000 Penalty: 4197.308105
	Iteration 51Q: 3 clusters Score -639393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -639394.687500 Penalty: 4197.308105
	Iteration 52Q: 3 clusters Score -639394.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -639399.875000 Penalty: 4197.308105
	Iteration 53Q: 3 clusters Score -639399.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -639401.562500 Penalty: 4197.308105
	Iteration 54Q: 3 clusters Score -639401.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -639405.125000 Penalty: 4197.308105
	Iteration 55Q: 3 clusters Score -639405.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -639408.187500 Penalty: 4197.308105
	Iteration 56Q: 3 clusters Score -639408.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -639414.000000 Penalty: 4197.308105
	Iteration 57Q: 3 clusters Score -639414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -639420.937500 Penalty: 4197.308105
	Iteration 58Q: 3 clusters Score -639420.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -639426.750000 Penalty: 4197.308105
	Iteration 59Q: 3 clusters Score -639426.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -639432.750000 Penalty: 4197.308105
	Iteration 60F: 3 clusters Score -639432.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -639439.000000 Penalty: 4197.308105
	Iteration 61Q: 3 clusters Score -639439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -639443.437500 Penalty: 4197.308105
	Iteration 62Q: 3 clusters Score -639443.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -639450.250000 Penalty: 4197.308105
	Iteration 63Q: 3 clusters Score -639450.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -639454.812500 Penalty: 4197.308105
	Iteration 64Q: 3 clusters Score -639454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -639458.812500 Penalty: 4197.308105
	Iteration 65Q: 3 clusters Score -639458.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -639459.437500 Penalty: 4197.308105
	Iteration 66Q: 3 clusters Score -639459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -639462.625000 Penalty: 4197.308105
	Iteration 67Q: 3 clusters Score -639462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -639465.687500 Penalty: 4197.308105
	Iteration 68Q: 3 clusters Score -639465.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -639470.375000 Penalty: 4197.308105
	Iteration 69Q: 3 clusters Score -639470.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -639473.250000 Penalty: 4197.308105
	Iteration 70Q: 3 clusters Score -639473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -639475.375000 Penalty: 4197.308105
	Iteration 71Q: 3 clusters Score -639475.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -639478.625000 Penalty: 4197.308105
	Iteration 72Q: 3 clusters Score -639478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -639479.750000 Penalty: 4197.308105
	Iteration 73Q: 3 clusters Score -639479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -639480.250000 Penalty: 4197.308105
	Iteration 74Q: 3 clusters Score -639480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -639483.500000 Penalty: 4197.308105
	Iteration 75Q: 3 clusters Score -639483.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -639483.750000 Penalty: 4197.308105
	Iteration 76Q: 3 clusters Score -639483.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -639484.812500 Penalty: 4197.308105
	Iteration 77Q: 3 clusters Score -639484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -639484.562500 Penalty: 4197.308105
	Iteration 78Q: 3 clusters Score -639484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -639485.562500 Penalty: 4197.308105
	Iteration 79Q: 3 clusters Score -639485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -639486.062500 Penalty: 4197.308105
	Iteration 80F: 3 clusters Score -639486.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Entering Unmasked Estep 
Score: -23243988.000000 Penalty: 2991.736816
	Iteration 0F: 2 clusters Score -2.324399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 86351 members 
Entering Unmasked Estep 
Score: -23129624.000000 Penalty: 5983.473633
	Iteration 0F: 3 clusters Score -2.312962e+07 nChanged 83130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92548 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -23178596.000000 Penalty: 5983.473633
	Iteration 1F: 3 clusters Score -2.31786e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -23179954.000000 Penalty: 5983.473633
	Iteration 2Q: 3 clusters Score -2.317995e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -23182462.000000 Penalty: 5983.473633
	Iteration 3Q: 3 clusters Score -2.318246e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109008 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -23187166.000000 Penalty: 5983.473633
	Iteration 4F: 3 clusters Score -2.318717e+07 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120195 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -23195420.000000 Penalty: 5983.473633
	Iteration 5F: 3 clusters Score -2.319542e+07 nChanged 14530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134039 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -23207840.000000 Penalty: 5983.473633
	Iteration 6F: 3 clusters Score -2.320784e+07 nChanged 14358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -23221420.000000 Penalty: 5983.473633
	Iteration 7F: 3 clusters Score -2.322142e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157975 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -23231270.000000 Penalty: 5983.473633
	Iteration 8F: 3 clusters Score -2.323127e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -23236778.000000 Penalty: 5983.473633
	Iteration 9Q: 3 clusters Score -2.323678e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167545 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -23239394.000000 Penalty: 5983.473633
	Iteration 10Q: 3 clusters Score -2.323939e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169305 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -23240466.000000 Penalty: 5983.473633
	Iteration 11Q: 3 clusters Score -2.324047e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -23241078.000000 Penalty: 5983.473633
	Iteration 12Q: 3 clusters Score -2.324108e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170820 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -23241408.000000 Penalty: 5983.473633
	Iteration 13Q: 3 clusters Score -2.324141e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171122 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -23241526.000000 Penalty: 5983.473633
	Iteration 14Q: 3 clusters Score -2.324153e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171330 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -23241560.000000 Penalty: 5983.473633
	Iteration 15Q: 3 clusters Score -2.324156e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171459 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -23241672.000000 Penalty: 5983.473633
	Iteration 16Q: 3 clusters Score -2.324167e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171565 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -23241718.000000 Penalty: 5983.473633
	Iteration 17Q: 3 clusters Score -2.324172e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171647 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -23241752.000000 Penalty: 5983.473633
	Iteration 18Q: 3 clusters Score -2.324175e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171712 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -23241742.000000 Penalty: 5983.473633
	Iteration 19Q: 3 clusters Score -2.324174e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171752 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -23241744.000000 Penalty: 5983.473633
	Iteration 20F: 3 clusters Score -2.324174e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171781 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -23241726.000000 Penalty: 5983.473633
	Iteration 21Q: 3 clusters Score -2.324173e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171814 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -23241788.000000 Penalty: 5983.473633
	Iteration 22Q: 3 clusters Score -2.324179e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171838 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -23241788.000000 Penalty: 5983.473633
	Iteration 23Q: 3 clusters Score -2.324179e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171865 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -23241804.000000 Penalty: 5983.473633
	Iteration 24Q: 3 clusters Score -2.32418e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171891 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -23241834.000000 Penalty: 5983.473633
	Iteration 25Q: 3 clusters Score -2.324183e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171903 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -23241862.000000 Penalty: 5983.473633
	Iteration 26Q: 3 clusters Score -2.324186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171917 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -23241840.000000 Penalty: 5983.473633
	Iteration 27Q: 3 clusters Score -2.324184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171932 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -23241832.000000 Penalty: 5983.473633
	Iteration 28Q: 3 clusters Score -2.324183e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171943 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -23241828.000000 Penalty: 5983.473633
	Iteration 29Q: 3 clusters Score -2.324183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -23241822.000000 Penalty: 5983.473633
	Iteration 30Q: 3 clusters Score -2.324182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -23241846.000000 Penalty: 5983.473633
	Iteration 31Q: 3 clusters Score -2.324185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171953 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -23241838.000000 Penalty: 5983.473633
	Iteration 32Q: 3 clusters Score -2.324184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171957 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -23241842.000000 Penalty: 5983.473633
	Iteration 33Q: 3 clusters Score -2.324184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171958 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -23241850.000000 Penalty: 5983.473633
	Iteration 34Q: 3 clusters Score -2.324185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171960 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -23241860.000000 Penalty: 5983.473633
	Iteration 35Q: 3 clusters Score -2.324186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171965 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23241848.000000 Penalty: 5983.473633
	Iteration 36Q: 3 clusters Score -2.324185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171968 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -23241854.000000 Penalty: 5983.473633
	Iteration 37Q: 3 clusters Score -2.324185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171971 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -23241858.000000 Penalty: 5983.473633
	Iteration 38Q: 3 clusters Score -2.324186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171973 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -23241870.000000 Penalty: 5983.473633
	Iteration 39Q: 3 clusters Score -2.324187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171978 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -23241862.000000 Penalty: 5983.473633
	Iteration 40F: 3 clusters Score -2.324186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171980 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -23241860.000000 Penalty: 5983.473633
	Iteration 41Q: 3 clusters Score -2.324186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171982 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -23241856.000000 Penalty: 5983.473633
	Iteration 42Q: 3 clusters Score -2.324186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -23241860.000000 Penalty: 5983.473633
	Iteration 43Q: 3 clusters Score -2.324186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171986 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -23241854.000000 Penalty: 5983.473633
	Iteration 44Q: 3 clusters Score -2.324185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171987 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -23241848.000000 Penalty: 5983.473633
	Iteration 45Q: 3 clusters Score -2.324185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171989 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -23241868.000000 Penalty: 5983.473633
	Iteration 46Q: 3 clusters Score -2.324187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171998 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -23241868.000000 Penalty: 5983.473633
	Iteration 47Q: 3 clusters Score -2.324187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172005 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -23241862.000000 Penalty: 5983.473633
	Iteration 48Q: 3 clusters Score -2.324186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172014 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -23241854.000000 Penalty: 5983.473633
	Iteration 49Q: 3 clusters Score -2.324185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172018 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -23241844.000000 Penalty: 5983.473633
	Iteration 50Q: 3 clusters Score -2.324184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172021 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -23241832.000000 Penalty: 5983.473633
	Iteration 51Q: 3 clusters Score -2.324183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172020 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -23241830.000000 Penalty: 5983.473633
	Iteration 52Q: 3 clusters Score -2.324183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172024 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -23241828.000000 Penalty: 5983.473633
	Iteration 53Q: 3 clusters Score -2.324183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172031 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -23241832.000000 Penalty: 5983.473633
	Iteration 54Q: 3 clusters Score -2.324183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172036 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -23241832.000000 Penalty: 5983.473633
	Iteration 55Q: 3 clusters Score -2.324183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172038 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -23241846.000000 Penalty: 5983.473633
	Iteration 56Q: 3 clusters Score -2.324185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172038 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -23241852.000000 Penalty: 5983.473633
	Iteration 57Q: 3 clusters Score -2.324185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172038 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -23241852.000000 Penalty: 5983.473633
	Iteration 58F: 3 clusters Score -2.324185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -56723.410156 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -56723.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55232.410156 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -55232.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55373.230469 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -55373.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55432.738281 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -55432.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55444.253906 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -55444.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55448.582031 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -55448.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55450.980469 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -55450.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55456.671875 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -55456.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55460.816406 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -55460.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55463.214844 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -55463.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55463.214844 Penalty: 3031.287842
	Iteration 9F: 3 clusters Score -55463.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51696.160156 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -51696.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50374.519531 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -50374.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50615.187500 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -50615.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50728.648438 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -50728.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50828.816406 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -50828.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50887.285156 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -50887.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50901.464844 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -50901.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50921.195312 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -50921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50931.746094 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -50931.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50934.937500 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -50934.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50934.937500 Penalty: 3023.529053
	Iteration 9F: 3 clusters Score -50934.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -358407.406250 Penalty: 1971.199585
	Iteration 0F: 2 clusters Score -358407.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -355260.281250 Penalty: 3942.399170
	Iteration 0F: 3 clusters Score -355260.3 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -355890.625000 Penalty: 3942.399170
	Iteration 1F: 3 clusters Score -355890.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -356067.687500 Penalty: 3942.399170
	Iteration 2F: 3 clusters Score -356067.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -356243.093750 Penalty: 3942.399170
	Iteration 3F: 3 clusters Score -356243.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -356418.687500 Penalty: 3942.399170
	Iteration 4F: 3 clusters Score -356418.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -356574.437500 Penalty: 3942.399170
	Iteration 5Q: 3 clusters Score -356574.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -356705.625000 Penalty: 3942.399170
	Iteration 6Q: 3 clusters Score -356705.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -356846.281250 Penalty: 3942.399170
	Iteration 7Q: 3 clusters Score -356846.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -356960.218750 Penalty: 3942.399170
	Iteration 8Q: 3 clusters Score -356960.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -357053.812500 Penalty: 3942.399170
	Iteration 9Q: 3 clusters Score -357053.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -357166.781250 Penalty: 3942.399170
	Iteration 10Q: 3 clusters Score -357166.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -357276.593750 Penalty: 3942.399170
	Iteration 11Q: 3 clusters Score -357276.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -357364.968750 Penalty: 3942.399170
	Iteration 12Q: 3 clusters Score -357365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -357430.156250 Penalty: 3942.399170
	Iteration 13Q: 3 clusters Score -357430.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -357474.218750 Penalty: 3942.399170
	Iteration 14Q: 3 clusters Score -357474.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -357506.687500 Penalty: 3942.399170
	Iteration 15Q: 3 clusters Score -357506.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -357541.875000 Penalty: 3942.399170
	Iteration 16Q: 3 clusters Score -357541.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -357581.093750 Penalty: 3942.399170
	Iteration 17Q: 3 clusters Score -357581.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -357619.500000 Penalty: 3942.399170
	Iteration 18Q: 3 clusters Score -357619.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -357651.312500 Penalty: 3942.399170
	Iteration 19Q: 3 clusters Score -357651.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -357672.156250 Penalty: 3942.399170
	Iteration 20F: 3 clusters Score -357672.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -357682.812500 Penalty: 3942.399170
	Iteration 21Q: 3 clusters Score -357682.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -357696.562500 Penalty: 3942.399170
	Iteration 22Q: 3 clusters Score -357696.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -357708.593750 Penalty: 3942.399170
	Iteration 23Q: 3 clusters Score -357708.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -357715.500000 Penalty: 3942.399170
	Iteration 24Q: 3 clusters Score -357715.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -357722.531250 Penalty: 3942.399170
	Iteration 25Q: 3 clusters Score -357722.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -357727.812500 Penalty: 3942.399170
	Iteration 26Q: 3 clusters Score -357727.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -357731.625000 Penalty: 3942.399170
	Iteration 27Q: 3 clusters Score -357731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -357731.625000 Penalty: 3942.399170
	Iteration 28F: 3 clusters Score -357731.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -326982.718750 Penalty: 1944.885132
	Iteration 0F: 2 clusters Score -326982.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -324017.593750 Penalty: 3889.770264
	Iteration 0F: 3 clusters Score -324017.6 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -324657.718750 Penalty: 3889.770264
	Iteration 1F: 3 clusters Score -324657.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -324811.281250 Penalty: 3889.770264
	Iteration 2F: 3 clusters Score -324811.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -324911.187500 Penalty: 3889.770264
	Iteration 3Q: 3 clusters Score -324911.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -325003.656250 Penalty: 3889.770264
	Iteration 4Q: 3 clusters Score -325003.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -325072.625000 Penalty: 3889.770264
	Iteration 5Q: 3 clusters Score -325072.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -325107.187500 Penalty: 3889.770264
	Iteration 6Q: 3 clusters Score -325107.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -325146.781250 Penalty: 3889.770264
	Iteration 7Q: 3 clusters Score -325146.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -325172.906250 Penalty: 3889.770264
	Iteration 8Q: 3 clusters Score -325172.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -325198.250000 Penalty: 3889.770264
	Iteration 9Q: 3 clusters Score -325198.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -325218.812500 Penalty: 3889.770264
	Iteration 10Q: 3 clusters Score -325218.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -325238.968750 Penalty: 3889.770264
	Iteration 11Q: 3 clusters Score -325239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -325252.656250 Penalty: 3889.770264
	Iteration 12Q: 3 clusters Score -325252.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -325259.687500 Penalty: 3889.770264
	Iteration 13Q: 3 clusters Score -325259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -325263.656250 Penalty: 3889.770264
	Iteration 14Q: 3 clusters Score -325263.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -325266.406250 Penalty: 3889.770264
	Iteration 15Q: 3 clusters Score -325266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -325271.375000 Penalty: 3889.770264
	Iteration 16Q: 3 clusters Score -325271.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -325279.093750 Penalty: 3889.770264
	Iteration 17Q: 3 clusters Score -325279.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -325283.968750 Penalty: 3889.770264
	Iteration 18Q: 3 clusters Score -325284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -325287.093750 Penalty: 3889.770264
	Iteration 19Q: 3 clusters Score -325287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -325290.843750 Penalty: 3889.770264
	Iteration 20F: 3 clusters Score -325290.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -325292.875000 Penalty: 3889.770264
	Iteration 21Q: 3 clusters Score -325292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -325293.781250 Penalty: 3889.770264
	Iteration 22Q: 3 clusters Score -325293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -325295.406250 Penalty: 3889.770264
	Iteration 23Q: 3 clusters Score -325295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -325295.156250 Penalty: 3889.770264
	Iteration 24Q: 3 clusters Score -325295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -325295.156250 Penalty: 3889.770264
	Iteration 25F: 3 clusters Score -325295.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Entering Unmasked Estep 
Score: -3908110.750000 Penalty: 2546.203613
	Iteration 0F: 2 clusters Score -3908111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3888226.500000 Penalty: 5092.407227
	Iteration 0F: 3 clusters Score -3888226 nChanged 13074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3895624.750000 Penalty: 5092.407227
	Iteration 1F: 3 clusters Score -3895625 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3896261.250000 Penalty: 5092.407227
	Iteration 2F: 3 clusters Score -3896261 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3896728.500000 Penalty: 5092.407227
	Iteration 3Q: 3 clusters Score -3896728 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3897172.750000 Penalty: 5092.407227
	Iteration 4Q: 3 clusters Score -3897173 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3897599.000000 Penalty: 5092.407227
	Iteration 5Q: 3 clusters Score -3897599 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3898030.000000 Penalty: 5092.407227
	Iteration 6Q: 3 clusters Score -3898030 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3898430.000000 Penalty: 5092.407227
	Iteration 7Q: 3 clusters Score -3898430 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3898811.250000 Penalty: 5092.407227
	Iteration 8Q: 3 clusters Score -3898811 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3899214.750000 Penalty: 5092.407227
	Iteration 9Q: 3 clusters Score -3899215 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3899670.000000 Penalty: 5092.407227
	Iteration 10Q: 3 clusters Score -3899670 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -3900192.500000 Penalty: 5092.407227
	Iteration 11Q: 3 clusters Score -3900192 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3900732.000000 Penalty: 5092.407227
	Iteration 12Q: 3 clusters Score -3900732 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3901357.750000 Penalty: 5092.407227
	Iteration 13Q: 3 clusters Score -3901358 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3902065.750000 Penalty: 5092.407227
	Iteration 14Q: 3 clusters Score -3902066 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3902877.750000 Penalty: 5092.407227
	Iteration 15Q: 3 clusters Score -3902878 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3903860.000000 Penalty: 5092.407227
	Iteration 16Q: 3 clusters Score -3903860 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3904886.500000 Penalty: 5092.407227
	Iteration 17Q: 3 clusters Score -3904886 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3905852.500000 Penalty: 5092.407227
	Iteration 18Q: 3 clusters Score -3905852 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3906576.000000 Penalty: 5092.407227
	Iteration 19Q: 3 clusters Score -3906576 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3907087.250000 Penalty: 5092.407227
	Iteration 20F: 3 clusters Score -3907087 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3907314.500000 Penalty: 5092.407227
	Iteration 21Q: 3 clusters Score -3907314 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3907408.250000 Penalty: 5092.407227
	Iteration 22Q: 3 clusters Score -3907408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3907444.750000 Penalty: 5092.407227
	Iteration 23Q: 3 clusters Score -3907445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3907456.250000 Penalty: 5092.407227
	Iteration 24Q: 3 clusters Score -3907456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3907468.750000 Penalty: 5092.407227
	Iteration 25Q: 3 clusters Score -3907469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3907475.250000 Penalty: 5092.407227
	Iteration 26Q: 3 clusters Score -3907475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3907477.750000 Penalty: 5092.407227
	Iteration 27Q: 3 clusters Score -3907478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3907483.500000 Penalty: 5092.407227
	Iteration 28Q: 3 clusters Score -3907484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3907477.750000 Penalty: 5092.407227
	Iteration 29Q: 3 clusters Score -3907478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3907482.500000 Penalty: 5092.407227
	Iteration 30Q: 3 clusters Score -3907482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3907482.750000 Penalty: 5092.407227
	Iteration 31Q: 3 clusters Score -3907483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3907482.750000 Penalty: 5092.407227
	Iteration 32Q: 3 clusters Score -3907483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3907482.750000 Penalty: 5092.407227
	Iteration 33F: 3 clusters Score -3907483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Entering Unmasked Estep 
Score: -3633820.000000 Penalty: 2533.167725
	Iteration 0F: 2 clusters Score -3633820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3615003.750000 Penalty: 5066.335449
	Iteration 0F: 3 clusters Score -3615004 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3621595.750000 Penalty: 5066.335449
	Iteration 1F: 3 clusters Score -3621596 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3621971.500000 Penalty: 5066.335449
	Iteration 2Q: 3 clusters Score -3621972 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3622300.500000 Penalty: 5066.335449
	Iteration 3Q: 3 clusters Score -3622300 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3622567.500000 Penalty: 5066.335449
	Iteration 4Q: 3 clusters Score -3622568 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3622877.500000 Penalty: 5066.335449
	Iteration 5Q: 3 clusters Score -3622878 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3623301.250000 Penalty: 5066.335449
	Iteration 6Q: 3 clusters Score -3623301 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3623773.750000 Penalty: 5066.335449
	Iteration 7Q: 3 clusters Score -3623774 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3624416.250000 Penalty: 5066.335449
	Iteration 8Q: 3 clusters Score -3624416 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3625174.250000 Penalty: 5066.335449
	Iteration 9Q: 3 clusters Score -3625174 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3626239.000000 Penalty: 5066.335449
	Iteration 10F: 3 clusters Score -3626239 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -3627462.750000 Penalty: 5066.335449
	Iteration 11F: 3 clusters Score -3627463 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3628764.750000 Penalty: 5066.335449
	Iteration 12F: 3 clusters Score -3628765 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3629842.500000 Penalty: 5066.335449
	Iteration 13Q: 3 clusters Score -3629842 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3630536.250000 Penalty: 5066.335449
	Iteration 14Q: 3 clusters Score -3630536 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3630986.250000 Penalty: 5066.335449
	Iteration 15Q: 3 clusters Score -3630986 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3631247.500000 Penalty: 5066.335449
	Iteration 16Q: 3 clusters Score -3631248 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3631370.250000 Penalty: 5066.335449
	Iteration 17Q: 3 clusters Score -3631370 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3631450.250000 Penalty: 5066.335449
	Iteration 18Q: 3 clusters Score -3631450 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3631494.000000 Penalty: 5066.335449
	Iteration 19Q: 3 clusters Score -3631494 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3631537.500000 Penalty: 5066.335449
	Iteration 20F: 3 clusters Score -3631538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3631586.000000 Penalty: 5066.335449
	Iteration 21Q: 3 clusters Score -3631586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3631614.500000 Penalty: 5066.335449
	Iteration 22Q: 3 clusters Score -3631614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3631646.250000 Penalty: 5066.335449
	Iteration 23Q: 3 clusters Score -3631646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3631656.000000 Penalty: 5066.335449
	Iteration 24Q: 3 clusters Score -3631656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3631673.250000 Penalty: 5066.335449
	Iteration 25Q: 3 clusters Score -3631673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3631684.500000 Penalty: 5066.335449
	Iteration 26Q: 3 clusters Score -3631684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3631697.750000 Penalty: 5066.335449
	Iteration 27Q: 3 clusters Score -3631698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3631700.500000 Penalty: 5066.335449
	Iteration 28Q: 3 clusters Score -3631700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3631701.000000 Penalty: 5066.335449
	Iteration 29Q: 3 clusters Score -3631701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3631710.250000 Penalty: 5066.335449
	Iteration 30Q: 3 clusters Score -3631710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3631717.250000 Penalty: 5066.335449
	Iteration 31Q: 3 clusters Score -3631717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3631722.000000 Penalty: 5066.335449
	Iteration 32Q: 3 clusters Score -3631722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3631721.250000 Penalty: 5066.335449
	Iteration 33Q: 3 clusters Score -3631721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3631730.750000 Penalty: 5066.335449
	Iteration 34Q: 3 clusters Score -3631731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3631727.750000 Penalty: 5066.335449
	Iteration 35Q: 3 clusters Score -3631728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3631731.750000 Penalty: 5066.335449
	Iteration 36Q: 3 clusters Score -3631732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3631737.750000 Penalty: 5066.335449
	Iteration 37Q: 3 clusters Score -3631738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3631739.500000 Penalty: 5066.335449
	Iteration 38Q: 3 clusters Score -3631740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3631743.500000 Penalty: 5066.335449
	Iteration 39Q: 3 clusters Score -3631744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3631743.250000 Penalty: 5066.335449
	Iteration 40F: 3 clusters Score -3631743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3631744.250000 Penalty: 5066.335449
	Iteration 41Q: 3 clusters Score -3631744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3631744.500000 Penalty: 5066.335449
	Iteration 42Q: 3 clusters Score -3631744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3631744.750000 Penalty: 5066.335449
	Iteration 43Q: 3 clusters Score -3631745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3631750.500000 Penalty: 5066.335449
	Iteration 44Q: 3 clusters Score -3631750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3631748.000000 Penalty: 5066.335449
	Iteration 45Q: 3 clusters Score -3631748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3631750.250000 Penalty: 5066.335449
	Iteration 46Q: 3 clusters Score -3631750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3631749.500000 Penalty: 5066.335449
	Iteration 47Q: 3 clusters Score -3631750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3631754.500000 Penalty: 5066.335449
	Iteration 48Q: 3 clusters Score -3631754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3631757.000000 Penalty: 5066.335449
	Iteration 49Q: 3 clusters Score -3631757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3631757.000000 Penalty: 5066.335449
	Iteration 50Q: 3 clusters Score -3631757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3631754.750000 Penalty: 5066.335449
	Iteration 51Q: 3 clusters Score -3631755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3631756.500000 Penalty: 5066.335449
	Iteration 52Q: 3 clusters Score -3631756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3631756.500000 Penalty: 5066.335449
	Iteration 53Q: 3 clusters Score -3631756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3631755.250000 Penalty: 5066.335449
	Iteration 54Q: 3 clusters Score -3631755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3631751.500000 Penalty: 5066.335449
	Iteration 55Q: 3 clusters Score -3631752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3631752.750000 Penalty: 5066.335449
	Iteration 56Q: 3 clusters Score -3631753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3631754.250000 Penalty: 5066.335449
	Iteration 57Q: 3 clusters Score -3631754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3631754.250000 Penalty: 5066.335449
	Iteration 58F: 3 clusters Score -3631754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -430897.093750 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -430897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -427566.187500 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -427566.2 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -428237.781250 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -428237.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -428428.375000 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -428428.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -428531.062500 Penalty: 3983.889404
	Iteration 3F: 3 clusters Score -428531.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -428585.656250 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -428585.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -428624.343750 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -428624.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -428654.687500 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -428654.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -428680.656250 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -428680.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -428704.437500 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -428704.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -428723.625000 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -428723.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -428740.937500 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -428740.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -428754.687500 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -428754.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -428763.062500 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -428763.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -428767.625000 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -428767.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -428777.125000 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -428777.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -428783.312500 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -428783.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -428788.593750 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -428788.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -428791.218750 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -428791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -428795.281250 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -428795.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -428801.406250 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -428801.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -428808.093750 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -428808.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -428814.562500 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -428814.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -428822.375000 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -428822.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -428834.937500 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -428834.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -428849.687500 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -428849.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -428864.281250 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -428864.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -428878.281250 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -428878.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -428887.406250 Penalty: 3983.889404
	Iteration 27Q: 3 clusters Score -428887.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -428896.812500 Penalty: 3983.889404
	Iteration 28Q: 3 clusters Score -428896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -428902.156250 Penalty: 3983.889404
	Iteration 29Q: 3 clusters Score -428902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -428904.593750 Penalty: 3983.889404
	Iteration 30Q: 3 clusters Score -428904.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -428907.281250 Penalty: 3983.889404
	Iteration 31Q: 3 clusters Score -428907.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -428910.718750 Penalty: 3983.889404
	Iteration 32Q: 3 clusters Score -428910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -428912.312500 Penalty: 3983.889404
	Iteration 33Q: 3 clusters Score -428912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -428913.125000 Penalty: 3983.889404
	Iteration 34Q: 3 clusters Score -428913.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -428913.781250 Penalty: 3983.889404
	Iteration 35Q: 3 clusters Score -428913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -428914.781250 Penalty: 3983.889404
	Iteration 36Q: 3 clusters Score -428914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -428915.843750 Penalty: 3983.889404
	Iteration 37Q: 3 clusters Score -428915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -428916.500000 Penalty: 3983.889404
	Iteration 38Q: 3 clusters Score -428916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -428918.687500 Penalty: 3983.889404
	Iteration 39Q: 3 clusters Score -428918.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -428921.218750 Penalty: 3983.889404
	Iteration 40F: 3 clusters Score -428921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -428925.468750 Penalty: 3983.889404
	Iteration 41Q: 3 clusters Score -428925.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -428927.437500 Penalty: 3983.889404
	Iteration 42Q: 3 clusters Score -428927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -428929.031250 Penalty: 3983.889404
	Iteration 43Q: 3 clusters Score -428929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -428930.750000 Penalty: 3983.889404
	Iteration 44Q: 3 clusters Score -428930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -428931.812500 Penalty: 3983.889404
	Iteration 45Q: 3 clusters Score -428931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -428931.812500 Penalty: 3983.889404
	Iteration 46F: 3 clusters Score -428931.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -196636.343750 Penalty: 1811.519897
	Iteration 0F: 2 clusters Score -196636.3 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 769 members 
Entering Unmasked Estep 
Score: -194347.359375 Penalty: 3623.039795
	Iteration 0F: 3 clusters Score -194347.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -194715.296875 Penalty: 3623.039795
	Iteration 1F: 3 clusters Score -194715.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -194808.718750 Penalty: 3623.039795
	Iteration 2F: 3 clusters Score -194808.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -194858.265625 Penalty: 3623.039795
	Iteration 3Q: 3 clusters Score -194858.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -194895.000000 Penalty: 3623.039795
	Iteration 4Q: 3 clusters Score -194895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -194919.531250 Penalty: 3623.039795
	Iteration 5Q: 3 clusters Score -194919.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -194935.140625 Penalty: 3623.039795
	Iteration 6Q: 3 clusters Score -194935.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -194946.359375 Penalty: 3623.039795
	Iteration 7Q: 3 clusters Score -194946.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -194967.031250 Penalty: 3623.039795
	Iteration 8Q: 3 clusters Score -194967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -194985.468750 Penalty: 3623.039795
	Iteration 9Q: 3 clusters Score -194985.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -194995.500000 Penalty: 3623.039795
	Iteration 10Q: 3 clusters Score -194995.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -195002.187500 Penalty: 3623.039795
	Iteration 11Q: 3 clusters Score -195002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195012.203125 Penalty: 3623.039795
	Iteration 12Q: 3 clusters Score -195012.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -195020.765625 Penalty: 3623.039795
	Iteration 13Q: 3 clusters Score -195020.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -195027.875000 Penalty: 3623.039795
	Iteration 14Q: 3 clusters Score -195027.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -195039.109375 Penalty: 3623.039795
	Iteration 15Q: 3 clusters Score -195039.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -195047.593750 Penalty: 3623.039795
	Iteration 16Q: 3 clusters Score -195047.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -195049.687500 Penalty: 3623.039795
	Iteration 17Q: 3 clusters Score -195049.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -195054.171875 Penalty: 3623.039795
	Iteration 18Q: 3 clusters Score -195054.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -195058.562500 Penalty: 3623.039795
	Iteration 19Q: 3 clusters Score -195058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -195059.984375 Penalty: 3623.039795
	Iteration 20F: 3 clusters Score -195060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -195061.453125 Penalty: 3623.039795
	Iteration 21Q: 3 clusters Score -195061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -195062.625000 Penalty: 3623.039795
	Iteration 22Q: 3 clusters Score -195062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -195062.625000 Penalty: 3623.039795
	Iteration 23F: 3 clusters Score -195062.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Entering Unmasked Estep 
Score: -5766854.000000 Penalty: 2652.928955
	Iteration 0F: 2 clusters Score -5766854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -5736856.500000 Penalty: 5305.857910
	Iteration 0F: 3 clusters Score -5736856 nChanged 20317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -5748170.000000 Penalty: 5305.857910
	Iteration 1F: 3 clusters Score -5748170 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -5748625.000000 Penalty: 5305.857910
	Iteration 2Q: 3 clusters Score -5748625 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -5749143.000000 Penalty: 5305.857910
	Iteration 3Q: 3 clusters Score -5749143 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -5749722.500000 Penalty: 5305.857910
	Iteration 4Q: 3 clusters Score -5749722 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -5750526.000000 Penalty: 5305.857910
	Iteration 5Q: 3 clusters Score -5750526 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -5751764.000000 Penalty: 5305.857910
	Iteration 6Q: 3 clusters Score -5751764 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -5753565.500000 Penalty: 5305.857910
	Iteration 7F: 3 clusters Score -5753566 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -5755888.500000 Penalty: 5305.857910
	Iteration 8F: 3 clusters Score -5755888 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -5758309.000000 Penalty: 5305.857910
	Iteration 9F: 3 clusters Score -5758309 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -5760209.500000 Penalty: 5305.857910
	Iteration 10F: 3 clusters Score -5760210 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -5761527.000000 Penalty: 5305.857910
	Iteration 11Q: 3 clusters Score -5761527 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -5762521.000000 Penalty: 5305.857910
	Iteration 12Q: 3 clusters Score -5762521 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -5763109.000000 Penalty: 5305.857910
	Iteration 13Q: 3 clusters Score -5763109 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5763536.500000 Penalty: 5305.857910
	Iteration 14Q: 3 clusters Score -5763536 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -5763863.000000 Penalty: 5305.857910
	Iteration 15Q: 3 clusters Score -5763863 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5764049.000000 Penalty: 5305.857910
	Iteration 16Q: 3 clusters Score -5764049 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -5764226.500000 Penalty: 5305.857910
	Iteration 17Q: 3 clusters Score -5764226 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5764327.500000 Penalty: 5305.857910
	Iteration 18Q: 3 clusters Score -5764328 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -5764415.000000 Penalty: 5305.857910
	Iteration 19Q: 3 clusters Score -5764415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -5764475.500000 Penalty: 5305.857910
	Iteration 20F: 3 clusters Score -5764476 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -5764532.500000 Penalty: 5305.857910
	Iteration 21Q: 3 clusters Score -5764532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -5764568.000000 Penalty: 5305.857910
	Iteration 22Q: 3 clusters Score -5764568 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -5764607.500000 Penalty: 5305.857910
	Iteration 23Q: 3 clusters Score -5764608 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -5764634.500000 Penalty: 5305.857910
	Iteration 24Q: 3 clusters Score -5764634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -5764680.000000 Penalty: 5305.857910
	Iteration 25Q: 3 clusters Score -5764680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -5764687.500000 Penalty: 5305.857910
	Iteration 26Q: 3 clusters Score -5764688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -5764696.500000 Penalty: 5305.857910
	Iteration 27Q: 3 clusters Score -5764696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -5764710.000000 Penalty: 5305.857910
	Iteration 28Q: 3 clusters Score -5764710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -5764712.500000 Penalty: 5305.857910
	Iteration 29Q: 3 clusters Score -5764712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -5764716.500000 Penalty: 5305.857910
	Iteration 30Q: 3 clusters Score -5764716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -5764717.000000 Penalty: 5305.857910
	Iteration 31Q: 3 clusters Score -5764717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -5764723.500000 Penalty: 5305.857910
	Iteration 32Q: 3 clusters Score -5764724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -5764721.500000 Penalty: 5305.857910
	Iteration 33Q: 3 clusters Score -5764722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5764727.000000 Penalty: 5305.857910
	Iteration 34Q: 3 clusters Score -5764727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -5764729.000000 Penalty: 5305.857910
	Iteration 35Q: 3 clusters Score -5764729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -5764739.500000 Penalty: 5305.857910
	Iteration 36Q: 3 clusters Score -5764740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -5764744.000000 Penalty: 5305.857910
	Iteration 37Q: 3 clusters Score -5764744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -5764745.000000 Penalty: 5305.857910
	Iteration 38Q: 3 clusters Score -5764745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -5764742.000000 Penalty: 5305.857910
	Iteration 39Q: 3 clusters Score -5764742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -5764742.000000 Penalty: 5305.857910
	Iteration 40F: 3 clusters Score -5764742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -371117.250000 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -371117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -367912.906250 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -367912.9 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -368630.593750 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -368630.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -368909.218750 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -368909.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -369090.875000 Penalty: 3972.479004
	Iteration 3F: 3 clusters Score -369090.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -369187.718750 Penalty: 3972.479004
	Iteration 4Q: 3 clusters Score -369187.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -369269.031250 Penalty: 3972.479004
	Iteration 5Q: 3 clusters Score -369269 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -369345.218750 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -369345.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -369409.156250 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -369409.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -369462.562500 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -369462.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -369512.156250 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -369512.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -369553.687500 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -369553.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -369587.093750 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -369587.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -369635.125000 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -369635.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -369693.312500 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -369693.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -369739.187500 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -369739.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -369786.843750 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -369786.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -369850.187500 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -369850.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -369916.750000 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -369916.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -369963.562500 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -369963.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -369999.218750 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -369999.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -370066.218750 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -370066.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -370118.625000 Penalty: 3972.479004
	Iteration 21Q: 3 clusters Score -370118.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -370141.343750 Penalty: 3972.479004
	Iteration 22Q: 3 clusters Score -370141.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -370157.437500 Penalty: 3972.479004
	Iteration 23Q: 3 clusters Score -370157.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -370168.156250 Penalty: 3972.479004
	Iteration 24Q: 3 clusters Score -370168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -370173.593750 Penalty: 3972.479004
	Iteration 25Q: 3 clusters Score -370173.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -370177.031250 Penalty: 3972.479004
	Iteration 26Q: 3 clusters Score -370177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -370177.718750 Penalty: 3972.479004
	Iteration 27Q: 3 clusters Score -370177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -370177.718750 Penalty: 3972.479004
	Iteration 28F: 3 clusters Score -370177.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (194675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194675 members 
Entering Unmasked Estep 
Score: -26046982.000000 Penalty: 3020.413574
	Iteration 0F: 2 clusters Score -2.604698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97489 members 
Mstep: Class 2 contains 97186 members 
Entering Unmasked Estep 
Score: -25923646.000000 Penalty: 6040.827148
	Iteration 0F: 3 clusters Score -2.592365e+07 nChanged 93508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 94050 members 
Entering Unmasked Estep 
Score: -25978374.000000 Penalty: 6040.827148
	Iteration 1F: 3 clusters Score -2.597837e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 91838 members 
Entering Unmasked Estep 
Score: -25979638.000000 Penalty: 6040.827148
	Iteration 2Q: 3 clusters Score -2.597964e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106266 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -25981358.000000 Penalty: 6040.827148
	Iteration 3Q: 3 clusters Score -2.598136e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111464 members 
Mstep: Class 2 contains 83211 members 
Entering Unmasked Estep 
Score: -25983744.000000 Penalty: 6040.827148
	Iteration 4Q: 3 clusters Score -2.598374e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119096 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -25987878.000000 Penalty: 6040.827148
	Iteration 5Q: 3 clusters Score -2.598788e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129746 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -25994556.000000 Penalty: 6040.827148
	Iteration 6F: 3 clusters Score -2.599456e+07 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143431 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -26005186.000000 Penalty: 6040.827148
	Iteration 7F: 3 clusters Score -2.600519e+07 nChanged 15481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158756 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -26018670.000000 Penalty: 6040.827148
	Iteration 8F: 3 clusters Score -2.601867e+07 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172231 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -26029554.000000 Penalty: 6040.827148
	Iteration 9F: 3 clusters Score -2.602955e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180901 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -26036198.000000 Penalty: 6040.827148
	Iteration 10Q: 3 clusters Score -2.60362e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185582 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -26039732.000000 Penalty: 6040.827148
	Iteration 11Q: 3 clusters Score -2.603973e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188048 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -26041470.000000 Penalty: 6040.827148
	Iteration 12Q: 3 clusters Score -2.604147e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189408 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -26042218.000000 Penalty: 6040.827148
	Iteration 13Q: 3 clusters Score -2.604222e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190301 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -26042742.000000 Penalty: 6040.827148
	Iteration 14Q: 3 clusters Score -2.604274e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190901 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -26042942.000000 Penalty: 6040.827148
	Iteration 15Q: 3 clusters Score -2.604294e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191389 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -26043244.000000 Penalty: 6040.827148
	Iteration 16Q: 3 clusters Score -2.604324e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191768 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -26043456.000000 Penalty: 6040.827148
	Iteration 17Q: 3 clusters Score -2.604346e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192055 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -26043512.000000 Penalty: 6040.827148
	Iteration 18Q: 3 clusters Score -2.604351e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192278 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -26043650.000000 Penalty: 6040.827148
	Iteration 19Q: 3 clusters Score -2.604365e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192466 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -26043688.000000 Penalty: 6040.827148
	Iteration 20F: 3 clusters Score -2.604369e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192614 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -26043794.000000 Penalty: 6040.827148
	Iteration 21Q: 3 clusters Score -2.604379e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192735 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -26043866.000000 Penalty: 6040.827148
	Iteration 22Q: 3 clusters Score -2.604387e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192836 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -26043916.000000 Penalty: 6040.827148
	Iteration 23Q: 3 clusters Score -2.604392e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192916 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -26043950.000000 Penalty: 6040.827148
	Iteration 24Q: 3 clusters Score -2.604395e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192979 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -26044004.000000 Penalty: 6040.827148
	Iteration 25Q: 3 clusters Score -2.6044e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193023 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -26043982.000000 Penalty: 6040.827148
	Iteration 26Q: 3 clusters Score -2.604398e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193081 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -26044026.000000 Penalty: 6040.827148
	Iteration 27Q: 3 clusters Score -2.604403e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193125 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -26044058.000000 Penalty: 6040.827148
	Iteration 28Q: 3 clusters Score -2.604406e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193174 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -26044070.000000 Penalty: 6040.827148
	Iteration 29Q: 3 clusters Score -2.604407e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193224 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -26044088.000000 Penalty: 6040.827148
	Iteration 30Q: 3 clusters Score -2.604409e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193265 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -26044116.000000 Penalty: 6040.827148
	Iteration 31Q: 3 clusters Score -2.604412e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193308 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -26044158.000000 Penalty: 6040.827148
	Iteration 32Q: 3 clusters Score -2.604416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193338 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -26044148.000000 Penalty: 6040.827148
	Iteration 33Q: 3 clusters Score -2.604415e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193369 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -26044202.000000 Penalty: 6040.827148
	Iteration 34Q: 3 clusters Score -2.60442e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193399 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -26044200.000000 Penalty: 6040.827148
	Iteration 35Q: 3 clusters Score -2.60442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193419 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -26044212.000000 Penalty: 6040.827148
	Iteration 36Q: 3 clusters Score -2.604421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193436 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -26044198.000000 Penalty: 6040.827148
	Iteration 37Q: 3 clusters Score -2.60442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193454 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -26044198.000000 Penalty: 6040.827148
	Iteration 38Q: 3 clusters Score -2.60442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193470 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -26044232.000000 Penalty: 6040.827148
	Iteration 39Q: 3 clusters Score -2.604423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193488 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -26044242.000000 Penalty: 6040.827148
	Iteration 40F: 3 clusters Score -2.604424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193508 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -26044240.000000 Penalty: 6040.827148
	Iteration 41Q: 3 clusters Score -2.604424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193516 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -26044254.000000 Penalty: 6040.827148
	Iteration 42Q: 3 clusters Score -2.604425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193524 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -26044248.000000 Penalty: 6040.827148
	Iteration 43Q: 3 clusters Score -2.604425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193531 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -26044264.000000 Penalty: 6040.827148
	Iteration 44Q: 3 clusters Score -2.604426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193538 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -26044260.000000 Penalty: 6040.827148
	Iteration 45Q: 3 clusters Score -2.604426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -26044288.000000 Penalty: 6040.827148
	Iteration 46Q: 3 clusters Score -2.604429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193547 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -26044278.000000 Penalty: 6040.827148
	Iteration 47Q: 3 clusters Score -2.604428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193549 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -26044286.000000 Penalty: 6040.827148
	Iteration 48Q: 3 clusters Score -2.604429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193555 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -26044304.000000 Penalty: 6040.827148
	Iteration 49Q: 3 clusters Score -2.60443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193561 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -26044294.000000 Penalty: 6040.827148
	Iteration 50Q: 3 clusters Score -2.604429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193570 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -26044296.000000 Penalty: 6040.827148
	Iteration 51Q: 3 clusters Score -2.60443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193573 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -26044280.000000 Penalty: 6040.827148
	Iteration 52Q: 3 clusters Score -2.604428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193580 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -26044288.000000 Penalty: 6040.827148
	Iteration 53Q: 3 clusters Score -2.604429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -26044286.000000 Penalty: 6040.827148
	Iteration 54Q: 3 clusters Score -2.604429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -26044286.000000 Penalty: 6040.827148
	Iteration 55F: 3 clusters Score -2.604429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Entering Unmasked Estep 
Score: -4337283.000000 Penalty: 2572.059326
	Iteration 0F: 2 clusters Score -4337283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -4315570.000000 Penalty: 5144.118652
	Iteration 0F: 3 clusters Score -4315570 nChanged 14329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -4323523.500000 Penalty: 5144.118652
	Iteration 1F: 3 clusters Score -4323524 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4324038.500000 Penalty: 5144.118652
	Iteration 2Q: 3 clusters Score -4324038 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4324513.000000 Penalty: 5144.118652
	Iteration 3Q: 3 clusters Score -4324513 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -4325004.500000 Penalty: 5144.118652
	Iteration 4Q: 3 clusters Score -4325004 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4325514.000000 Penalty: 5144.118652
	Iteration 5Q: 3 clusters Score -4325514 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4326166.500000 Penalty: 5144.118652
	Iteration 6Q: 3 clusters Score -4326166 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4326920.000000 Penalty: 5144.118652
	Iteration 7Q: 3 clusters Score -4326920 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -4327973.000000 Penalty: 5144.118652
	Iteration 8Q: 3 clusters Score -4327973 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4329088.000000 Penalty: 5144.118652
	Iteration 9F: 3 clusters Score -4329088 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4330262.000000 Penalty: 5144.118652
	Iteration 10F: 3 clusters Score -4330262 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4331251.500000 Penalty: 5144.118652
	Iteration 11F: 3 clusters Score -4331252 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4332002.000000 Penalty: 5144.118652
	Iteration 12Q: 3 clusters Score -4332002 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4332354.000000 Penalty: 5144.118652
	Iteration 13Q: 3 clusters Score -4332354 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4332553.500000 Penalty: 5144.118652
	Iteration 14Q: 3 clusters Score -4332554 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4332632.500000 Penalty: 5144.118652
	Iteration 15Q: 3 clusters Score -4332632 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -4332671.000000 Penalty: 5144.118652
	Iteration 16Q: 3 clusters Score -4332671 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4332687.500000 Penalty: 5144.118652
	Iteration 17Q: 3 clusters Score -4332688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -4332694.500000 Penalty: 5144.118652
	Iteration 18Q: 3 clusters Score -4332694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4332710.000000 Penalty: 5144.118652
	Iteration 19Q: 3 clusters Score -4332710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -4332713.000000 Penalty: 5144.118652
	Iteration 20F: 3 clusters Score -4332713 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4332725.000000 Penalty: 5144.118652
	Iteration 21Q: 3 clusters Score -4332725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -4332726.000000 Penalty: 5144.118652
	Iteration 22Q: 3 clusters Score -4332726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4332732.500000 Penalty: 5144.118652
	Iteration 23Q: 3 clusters Score -4332732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4332745.000000 Penalty: 5144.118652
	Iteration 24Q: 3 clusters Score -4332745 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -4332759.000000 Penalty: 5144.118652
	Iteration 25Q: 3 clusters Score -4332759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4332762.000000 Penalty: 5144.118652
	Iteration 26Q: 3 clusters Score -4332762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4332760.000000 Penalty: 5144.118652
	Iteration 27Q: 3 clusters Score -4332760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4332758.000000 Penalty: 5144.118652
	Iteration 28Q: 3 clusters Score -4332758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -4332764.500000 Penalty: 5144.118652
	Iteration 29Q: 3 clusters Score -4332764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4332760.500000 Penalty: 5144.118652
	Iteration 30Q: 3 clusters Score -4332760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4332765.000000 Penalty: 5144.118652
	Iteration 31Q: 3 clusters Score -4332765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4332779.000000 Penalty: 5144.118652
	Iteration 32Q: 3 clusters Score -4332779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -4332787.500000 Penalty: 5144.118652
	Iteration 33Q: 3 clusters Score -4332788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4332788.000000 Penalty: 5144.118652
	Iteration 34Q: 3 clusters Score -4332788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4332802.000000 Penalty: 5144.118652
	Iteration 35Q: 3 clusters Score -4332802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -4332800.000000 Penalty: 5144.118652
	Iteration 36Q: 3 clusters Score -4332800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4332820.000000 Penalty: 5144.118652
	Iteration 37Q: 3 clusters Score -4332820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -4332811.000000 Penalty: 5144.118652
	Iteration 38Q: 3 clusters Score -4332811 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -4332826.500000 Penalty: 5144.118652
	Iteration 39Q: 3 clusters Score -4332826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -4332826.000000 Penalty: 5144.118652
	Iteration 40F: 3 clusters Score -4332826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -4332830.500000 Penalty: 5144.118652
	Iteration 41Q: 3 clusters Score -4332830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4332828.500000 Penalty: 5144.118652
	Iteration 42Q: 3 clusters Score -4332828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -4332834.000000 Penalty: 5144.118652
	Iteration 43Q: 3 clusters Score -4332834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4332833.500000 Penalty: 5144.118652
	Iteration 44Q: 3 clusters Score -4332834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -4332839.500000 Penalty: 5144.118652
	Iteration 45Q: 3 clusters Score -4332840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4332843.500000 Penalty: 5144.118652
	Iteration 46Q: 3 clusters Score -4332844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4332846.500000 Penalty: 5144.118652
	Iteration 47Q: 3 clusters Score -4332846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -4332858.000000 Penalty: 5144.118652
	Iteration 48Q: 3 clusters Score -4332858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -4332855.500000 Penalty: 5144.118652
	Iteration 49Q: 3 clusters Score -4332856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -4332861.000000 Penalty: 5144.118652
	Iteration 50Q: 3 clusters Score -4332861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4332864.500000 Penalty: 5144.118652
	Iteration 51Q: 3 clusters Score -4332864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -4332869.500000 Penalty: 5144.118652
	Iteration 52Q: 3 clusters Score -4332870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -4332871.500000 Penalty: 5144.118652
	Iteration 53Q: 3 clusters Score -4332872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4332881.000000 Penalty: 5144.118652
	Iteration 54Q: 3 clusters Score -4332881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4332876.000000 Penalty: 5144.118652
	Iteration 55Q: 3 clusters Score -4332876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -4332877.000000 Penalty: 5144.118652
	Iteration 56Q: 3 clusters Score -4332877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4332891.500000 Penalty: 5144.118652
	Iteration 57Q: 3 clusters Score -4332892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4332901.000000 Penalty: 5144.118652
	Iteration 58Q: 3 clusters Score -4332901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4332903.000000 Penalty: 5144.118652
	Iteration 59Q: 3 clusters Score -4332903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4332903.500000 Penalty: 5144.118652
	Iteration 60F: 3 clusters Score -4332904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4332910.000000 Penalty: 5144.118652
	Iteration 61Q: 3 clusters Score -4332910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4332912.000000 Penalty: 5144.118652
	Iteration 62Q: 3 clusters Score -4332912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -4332917.500000 Penalty: 5144.118652
	Iteration 63Q: 3 clusters Score -4332918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4332919.000000 Penalty: 5144.118652
	Iteration 64Q: 3 clusters Score -4332919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4332913.000000 Penalty: 5144.118652
	Iteration 65Q: 3 clusters Score -4332913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -4332916.000000 Penalty: 5144.118652
	Iteration 66Q: 3 clusters Score -4332916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -4332916.500000 Penalty: 5144.118652
	Iteration 67Q: 3 clusters Score -4332916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -4332909.500000 Penalty: 5144.118652
	Iteration 68Q: 3 clusters Score -4332910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4332913.500000 Penalty: 5144.118652
	Iteration 69Q: 3 clusters Score -4332914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4332914.000000 Penalty: 5144.118652
	Iteration 70Q: 3 clusters Score -4332914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -4332919.500000 Penalty: 5144.118652
	Iteration 71Q: 3 clusters Score -4332920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -4332912.000000 Penalty: 5144.118652
	Iteration 72Q: 3 clusters Score -4332912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4332914.000000 Penalty: 5144.118652
	Iteration 73Q: 3 clusters Score -4332914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -4332918.000000 Penalty: 5144.118652
	Iteration 74Q: 3 clusters Score -4332918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -4332924.500000 Penalty: 5144.118652
	Iteration 75Q: 3 clusters Score -4332924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4332925.000000 Penalty: 5144.118652
	Iteration 76Q: 3 clusters Score -4332925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4332924.000000 Penalty: 5144.118652
	Iteration 77Q: 3 clusters Score -4332924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -4332919.500000 Penalty: 5144.118652
	Iteration 78Q: 3 clusters Score -4332920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4332926.500000 Penalty: 5144.118652
	Iteration 79Q: 3 clusters Score -4332926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4332933.500000 Penalty: 5144.118652
	Iteration 80F: 3 clusters Score -4332934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4332939.500000 Penalty: 5144.118652
	Iteration 81Q: 3 clusters Score -4332940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -4332933.000000 Penalty: 5144.118652
	Iteration 82Q: 3 clusters Score -4332933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -4332940.000000 Penalty: 5144.118652
	Iteration 83Q: 3 clusters Score -4332940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -4332936.000000 Penalty: 5144.118652
	Iteration 84Q: 3 clusters Score -4332936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -4332951.000000 Penalty: 5144.118652
	Iteration 85Q: 3 clusters Score -4332951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4332959.000000 Penalty: 5144.118652
	Iteration 86Q: 3 clusters Score -4332959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4332962.500000 Penalty: 5144.118652
	Iteration 87Q: 3 clusters Score -4332962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -4332965.000000 Penalty: 5144.118652
	Iteration 88Q: 3 clusters Score -4332965 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -4332959.000000 Penalty: 5144.118652
	Iteration 89Q: 3 clusters Score -4332959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -4332964.500000 Penalty: 5144.118652
	Iteration 90Q: 3 clusters Score -4332964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -4332978.000000 Penalty: 5144.118652
	Iteration 91Q: 3 clusters Score -4332978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -4332974.000000 Penalty: 5144.118652
	Iteration 92Q: 3 clusters Score -4332974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4332971.000000 Penalty: 5144.118652
	Iteration 93Q: 3 clusters Score -4332971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -4332977.500000 Penalty: 5144.118652
	Iteration 94Q: 3 clusters Score -4332978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -4332982.500000 Penalty: 5144.118652
	Iteration 95Q: 3 clusters Score -4332982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -4332977.500000 Penalty: 5144.118652
	Iteration 96Q: 3 clusters Score -4332978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4332979.000000 Penalty: 5144.118652
	Iteration 97Q: 3 clusters Score -4332979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4332984.500000 Penalty: 5144.118652
	Iteration 98Q: 3 clusters Score -4332984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4332988.500000 Penalty: 5144.118652
	Iteration 99Q: 3 clusters Score -4332988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -4333002.000000 Penalty: 5144.118652
	Iteration 100F: 3 clusters Score -4333002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -4333003.500000 Penalty: 5144.118652
	Iteration 101Q: 3 clusters Score -4333004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -4333008.500000 Penalty: 5144.118652
	Iteration 102Q: 3 clusters Score -4333008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -4333006.500000 Penalty: 5144.118652
	Iteration 103Q: 3 clusters Score -4333006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -4333008.500000 Penalty: 5144.118652
	Iteration 104Q: 3 clusters Score -4333008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -4333021.000000 Penalty: 5144.118652
	Iteration 105Q: 3 clusters Score -4333021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -4333024.000000 Penalty: 5144.118652
	Iteration 106Q: 3 clusters Score -4333024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4333018.500000 Penalty: 5144.118652
	Iteration 107Q: 3 clusters Score -4333018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4333020.000000 Penalty: 5144.118652
	Iteration 108Q: 3 clusters Score -4333020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4333033.000000 Penalty: 5144.118652
	Iteration 109Q: 3 clusters Score -4333033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4333036.000000 Penalty: 5144.118652
	Iteration 110Q: 3 clusters Score -4333036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4333047.000000 Penalty: 5144.118652
	Iteration 111Q: 3 clusters Score -4333047 nChanged 46
Entering Unmasked Mstep 
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	Iteration 114Q: 3 clusters Score -4333065 nChanged 52
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	Iteration 160F: 3 clusters Score -4333848 nChanged 207
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	Iteration 180F: 3 clusters Score -4334916 nChanged 40
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	Iteration 181Q: 3 clusters Score -4334933 nChanged 44
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	Iteration 189Q: 3 clusters Score -4335033 nChanged 36
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	Iteration 193Q: 3 clusters Score -4335082 nChanged 20
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	Iteration 194Q: 3 clusters Score -4335088 nChanged 18
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	Iteration 196Q: 3 clusters Score -4335102 nChanged 14
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	Iteration 197Q: 3 clusters Score -4335112 nChanged 14
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	Iteration 198Q: 3 clusters Score -4335116 nChanged 12
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	Iteration 199Q: 3 clusters Score -4335125 nChanged 9
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	Iteration 200F: 3 clusters Score -4335132 nChanged 8
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	Iteration 201Q: 3 clusters Score -4335132 nChanged 7
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	Iteration 202Q: 3 clusters Score -4335136 nChanged 7
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	Iteration 203Q: 3 clusters Score -4335136 nChanged 3
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	Iteration 204Q: 3 clusters Score -4335136 nChanged 3
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	Iteration 205Q: 3 clusters Score -4335134 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4335135.500000 Penalty: 5144.118652
	Iteration 206Q: 3 clusters Score -4335136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4335135.000000 Penalty: 5144.118652
	Iteration 207Q: 3 clusters Score -4335135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4335131.500000 Penalty: 5144.118652
	Iteration 208Q: 3 clusters Score -4335132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -4335135.000000 Penalty: 5144.118652
	Iteration 209Q: 3 clusters Score -4335135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4335135.000000 Penalty: 5144.118652
	Iteration 210Q: 3 clusters Score -4335135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4335137.500000 Penalty: 5144.118652
	Iteration 211Q: 3 clusters Score -4335138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4335136.000000 Penalty: 5144.118652
	Iteration 212Q: 3 clusters Score -4335136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4335136.000000 Penalty: 5144.118652
	Iteration 213F: 3 clusters Score -4335136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (212822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212822 members 
Entering Unmasked Estep 
Score: -28482660.000000 Penalty: 3042.516357
	Iteration 0F: 2 clusters Score -2.848266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106822 members 
Mstep: Class 2 contains 106000 members 
Entering Unmasked Estep 
Score: -28347748.000000 Penalty: 6085.032715
	Iteration 0F: 3 clusters Score -2.834775e+07 nChanged 101969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110361 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -28407676.000000 Penalty: 6085.032715
	Iteration 1F: 3 clusters Score -2.840768e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112484 members 
Mstep: Class 2 contains 100338 members 
Entering Unmasked Estep 
Score: -28408664.000000 Penalty: 6085.032715
	Iteration 2Q: 3 clusters Score -2.840866e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115822 members 
Mstep: Class 2 contains 97000 members 
Entering Unmasked Estep 
Score: -28410382.000000 Penalty: 6085.032715
	Iteration 3Q: 3 clusters Score -2.841038e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -28412802.000000 Penalty: 6085.032715
	Iteration 4Q: 3 clusters Score -2.84128e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129204 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -28417434.000000 Penalty: 6085.032715
	Iteration 5Q: 3 clusters Score -2.841743e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140969 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -28425198.000000 Penalty: 6085.032715
	Iteration 6F: 3 clusters Score -2.84252e+07 nChanged 15674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -28436522.000000 Penalty: 6085.032715
	Iteration 7F: 3 clusters Score -2.843652e+07 nChanged 17291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173768 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -28450178.000000 Penalty: 6085.032715
	Iteration 8F: 3 clusters Score -2.845018e+07 nChanged 15000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188750 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -28462126.000000 Penalty: 6085.032715
	Iteration 9F: 3 clusters Score -2.846213e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199116 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -28470330.000000 Penalty: 6085.032715
	Iteration 10Q: 3 clusters Score -2.847033e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205294 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -28474962.000000 Penalty: 6085.032715
	Iteration 11Q: 3 clusters Score -2.847496e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208534 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -28477266.000000 Penalty: 6085.032715
	Iteration 12Q: 3 clusters Score -2.847727e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210217 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -28478548.000000 Penalty: 6085.032715
	Iteration 13Q: 3 clusters Score -2.847855e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211076 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -28479244.000000 Penalty: 6085.032715
	Iteration 14Q: 3 clusters Score -2.847924e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211501 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -28479578.000000 Penalty: 6085.032715
	Iteration 15Q: 3 clusters Score -2.847958e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211729 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -28479778.000000 Penalty: 6085.032715
	Iteration 16Q: 3 clusters Score -2.847978e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211870 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -28479900.000000 Penalty: 6085.032715
	Iteration 17Q: 3 clusters Score -2.84799e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211959 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -28479992.000000 Penalty: 6085.032715
	Iteration 18Q: 3 clusters Score -2.847999e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212008 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -28480014.000000 Penalty: 6085.032715
	Iteration 19Q: 3 clusters Score -2.848001e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212043 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -28480026.000000 Penalty: 6085.032715
	Iteration 20F: 3 clusters Score -2.848003e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212069 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -28480042.000000 Penalty: 6085.032715
	Iteration 21Q: 3 clusters Score -2.848004e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212095 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -28480044.000000 Penalty: 6085.032715
	Iteration 22Q: 3 clusters Score -2.848004e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212111 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -28480050.000000 Penalty: 6085.032715
	Iteration 23Q: 3 clusters Score -2.848005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212123 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -28480076.000000 Penalty: 6085.032715
	Iteration 24Q: 3 clusters Score -2.848008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212146 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -28480070.000000 Penalty: 6085.032715
	Iteration 25Q: 3 clusters Score -2.848007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212158 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -28480074.000000 Penalty: 6085.032715
	Iteration 26Q: 3 clusters Score -2.848007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212168 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -28480068.000000 Penalty: 6085.032715
	Iteration 27Q: 3 clusters Score -2.848007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212176 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -28480094.000000 Penalty: 6085.032715
	Iteration 28Q: 3 clusters Score -2.848009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212183 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -28480094.000000 Penalty: 6085.032715
	Iteration 29Q: 3 clusters Score -2.848009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212190 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -28480094.000000 Penalty: 6085.032715
	Iteration 30Q: 3 clusters Score -2.848009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212195 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -28480106.000000 Penalty: 6085.032715
	Iteration 31Q: 3 clusters Score -2.848011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212202 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -28480090.000000 Penalty: 6085.032715
	Iteration 32Q: 3 clusters Score -2.848009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212204 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -28480102.000000 Penalty: 6085.032715
	Iteration 33Q: 3 clusters Score -2.84801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212202 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -28480104.000000 Penalty: 6085.032715
	Iteration 34Q: 3 clusters Score -2.84801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212201 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -28480112.000000 Penalty: 6085.032715
	Iteration 35Q: 3 clusters Score -2.848011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212201 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -28480112.000000 Penalty: 6085.032715
	Iteration 36F: 3 clusters Score -2.848011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -321119.718750 Penalty: 1942.142578
	Iteration 0F: 2 clusters Score -321119.7 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 1252 members 
Entering Unmasked Estep 
Score: -318164.062500 Penalty: 3884.285156
	Iteration 0F: 3 clusters Score -318164.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -318715.250000 Penalty: 3884.285156
	Iteration 1F: 3 clusters Score -318715.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -318875.843750 Penalty: 3884.285156
	Iteration 2F: 3 clusters Score -318875.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -318998.718750 Penalty: 3884.285156
	Iteration 3F: 3 clusters Score -318998.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -319096.718750 Penalty: 3884.285156
	Iteration 4Q: 3 clusters Score -319096.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -319179.812500 Penalty: 3884.285156
	Iteration 5Q: 3 clusters Score -319179.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -319230.812500 Penalty: 3884.285156
	Iteration 6Q: 3 clusters Score -319230.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -319262.875000 Penalty: 3884.285156
	Iteration 7Q: 3 clusters Score -319262.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -319287.406250 Penalty: 3884.285156
	Iteration 8Q: 3 clusters Score -319287.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -319309.781250 Penalty: 3884.285156
	Iteration 9Q: 3 clusters Score -319309.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -319341.062500 Penalty: 3884.285156
	Iteration 10Q: 3 clusters Score -319341.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -319364.312500 Penalty: 3884.285156
	Iteration 11Q: 3 clusters Score -319364.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -319386.812500 Penalty: 3884.285156
	Iteration 12Q: 3 clusters Score -319386.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -319407.062500 Penalty: 3884.285156
	Iteration 13Q: 3 clusters Score -319407.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -319425.531250 Penalty: 3884.285156
	Iteration 14Q: 3 clusters Score -319425.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -319448.437500 Penalty: 3884.285156
	Iteration 15Q: 3 clusters Score -319448.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -319463.750000 Penalty: 3884.285156
	Iteration 16Q: 3 clusters Score -319463.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -319471.437500 Penalty: 3884.285156
	Iteration 17Q: 3 clusters Score -319471.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -319477.625000 Penalty: 3884.285156
	Iteration 18Q: 3 clusters Score -319477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -319481.812500 Penalty: 3884.285156
	Iteration 19Q: 3 clusters Score -319481.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -319484.781250 Penalty: 3884.285156
	Iteration 20F: 3 clusters Score -319484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -319488.437500 Penalty: 3884.285156
	Iteration 21Q: 3 clusters Score -319488.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -319494.093750 Penalty: 3884.285156
	Iteration 22Q: 3 clusters Score -319494.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -319497.156250 Penalty: 3884.285156
	Iteration 23Q: 3 clusters Score -319497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -319501.437500 Penalty: 3884.285156
	Iteration 24Q: 3 clusters Score -319501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -319502.812500 Penalty: 3884.285156
	Iteration 25Q: 3 clusters Score -319502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -319503.375000 Penalty: 3884.285156
	Iteration 26Q: 3 clusters Score -319503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -319506.375000 Penalty: 3884.285156
	Iteration 27Q: 3 clusters Score -319506.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -319511.031250 Penalty: 3884.285156
	Iteration 28Q: 3 clusters Score -319511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -319515.562500 Penalty: 3884.285156
	Iteration 29Q: 3 clusters Score -319515.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -319518.437500 Penalty: 3884.285156
	Iteration 30Q: 3 clusters Score -319518.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -319523.593750 Penalty: 3884.285156
	Iteration 31Q: 3 clusters Score -319523.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -319525.312500 Penalty: 3884.285156
	Iteration 32Q: 3 clusters Score -319525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -319526.031250 Penalty: 3884.285156
	Iteration 33Q: 3 clusters Score -319526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -319527.812500 Penalty: 3884.285156
	Iteration 34Q: 3 clusters Score -319527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -319528.000000 Penalty: 3884.285156
	Iteration 35Q: 3 clusters Score -319528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -319528.000000 Penalty: 3884.285156
	Iteration 36F: 3 clusters Score -319528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -112535.234375 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -112535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -110668.039062 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -110668 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111004.890625 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -111004.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111289.882812 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -111289.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111592.929688 Penalty: 3366.211670
	Iteration 3F: 3 clusters Score -111592.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111691.937500 Penalty: 3366.211670
	Iteration 4F: 3 clusters Score -111691.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111763.390625 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -111763.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111811.109375 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -111811.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111842.609375 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -111842.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -111864.304688 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -111864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -111877.710938 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -111877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111895.156250 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -111895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111910.539062 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -111910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -111920.695312 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -111920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -111920.695312 Penalty: 3366.211670
	Iteration 13F: 3 clusters Score -111920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171155 members 
Entering Unmasked Estep 
Score: -23090894.000000 Penalty: 2988.480469
	Iteration 0F: 2 clusters Score -2.309089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -22979566.000000 Penalty: 5976.960938
	Iteration 0F: 3 clusters Score -2.297957e+07 nChanged 82113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -23027306.000000 Penalty: 5976.960938
	Iteration 1F: 3 clusters Score -2.302731e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -23028320.000000 Penalty: 5976.960938
	Iteration 2Q: 3 clusters Score -2.302832e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -23029822.000000 Penalty: 5976.960938
	Iteration 3Q: 3 clusters Score -2.302982e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 89747 members 
Entering Unmasked Estep 
Score: -23031508.000000 Penalty: 5976.960938
	Iteration 4Q: 3 clusters Score -2.303151e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -23034098.000000 Penalty: 5976.960938
	Iteration 5Q: 3 clusters Score -2.30341e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -23037266.000000 Penalty: 5976.960938
	Iteration 6Q: 3 clusters Score -2.303727e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -23041484.000000 Penalty: 5976.960938
	Iteration 7Q: 3 clusters Score -2.304148e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -23046972.000000 Penalty: 5976.960938
	Iteration 8F: 3 clusters Score -2.304697e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -23053510.000000 Penalty: 5976.960938
	Iteration 9F: 3 clusters Score -2.305351e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
Score: -23059864.000000 Penalty: 5976.960938
	Iteration 10F: 3 clusters Score -2.305986e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -23064922.000000 Penalty: 5976.960938
	Iteration 11F: 3 clusters Score -2.306492e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 97915 members 
Entering Unmasked Estep 
Score: -23068538.000000 Penalty: 5976.960938
	Iteration 12Q: 3 clusters Score -2.306854e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -23070602.000000 Penalty: 5976.960938
	Iteration 13Q: 3 clusters Score -2.30706e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -23071520.000000 Penalty: 5976.960938
	Iteration 14Q: 3 clusters Score -2.307152e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -23071884.000000 Penalty: 5976.960938
	Iteration 15Q: 3 clusters Score -2.307188e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74427 members 
Mstep: Class 2 contains 96728 members 
Entering Unmasked Estep 
Score: -23072050.000000 Penalty: 5976.960938
	Iteration 16Q: 3 clusters Score -2.307205e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 96602 members 
Entering Unmasked Estep 
Score: -23072212.000000 Penalty: 5976.960938
	Iteration 17Q: 3 clusters Score -2.307221e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -23072264.000000 Penalty: 5976.960938
	Iteration 18Q: 3 clusters Score -2.307226e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 96387 members 
Entering Unmasked Estep 
Score: -23072392.000000 Penalty: 5976.960938
	Iteration 19Q: 3 clusters Score -2.307239e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 96311 members 
Entering Unmasked Estep 
Score: -23072504.000000 Penalty: 5976.960938
	Iteration 20F: 3 clusters Score -2.30725e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -23072592.000000 Penalty: 5976.960938
	Iteration 21Q: 3 clusters Score -2.307259e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -23072718.000000 Penalty: 5976.960938
	Iteration 22Q: 3 clusters Score -2.307272e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -23072764.000000 Penalty: 5976.960938
	Iteration 23Q: 3 clusters Score -2.307276e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -23072820.000000 Penalty: 5976.960938
	Iteration 24Q: 3 clusters Score -2.307282e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -23072782.000000 Penalty: 5976.960938
	Iteration 25Q: 3 clusters Score -2.307278e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 95812 members 
Entering Unmasked Estep 
Score: -23072804.000000 Penalty: 5976.960938
	Iteration 26Q: 3 clusters Score -2.30728e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -23072840.000000 Penalty: 5976.960938
	Iteration 27Q: 3 clusters Score -2.307284e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -23072870.000000 Penalty: 5976.960938
	Iteration 28Q: 3 clusters Score -2.307287e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -23072918.000000 Penalty: 5976.960938
	Iteration 29Q: 3 clusters Score -2.307292e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 95284 members 
Entering Unmasked Estep 
Score: -23072936.000000 Penalty: 5976.960938
	Iteration 30Q: 3 clusters Score -2.307294e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -23072892.000000 Penalty: 5976.960938
	Iteration 31Q: 3 clusters Score -2.307289e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -23072944.000000 Penalty: 5976.960938
	Iteration 32Q: 3 clusters Score -2.307294e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 94869 members 
Entering Unmasked Estep 
Score: -23072964.000000 Penalty: 5976.960938
	Iteration 33Q: 3 clusters Score -2.307296e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76433 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -23072964.000000 Penalty: 5976.960938
	Iteration 34Q: 3 clusters Score -2.307296e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -23072948.000000 Penalty: 5976.960938
	Iteration 35Q: 3 clusters Score -2.307295e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -23072984.000000 Penalty: 5976.960938
	Iteration 36Q: 3 clusters Score -2.307298e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -23072978.000000 Penalty: 5976.960938
	Iteration 37Q: 3 clusters Score -2.307298e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 94100 members 
Entering Unmasked Estep 
Score: -23073024.000000 Penalty: 5976.960938
	Iteration 38Q: 3 clusters Score -2.307302e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77231 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -23073028.000000 Penalty: 5976.960938
	Iteration 39Q: 3 clusters Score -2.307303e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 93734 members 
Entering Unmasked Estep 
Score: -23073042.000000 Penalty: 5976.960938
	Iteration 40F: 3 clusters Score -2.307304e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -23073096.000000 Penalty: 5976.960938
	Iteration 41Q: 3 clusters Score -2.30731e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -23073112.000000 Penalty: 5976.960938
	Iteration 42Q: 3 clusters Score -2.307311e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -23073158.000000 Penalty: 5976.960938
	Iteration 43Q: 3 clusters Score -2.307316e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -23073182.000000 Penalty: 5976.960938
	Iteration 44Q: 3 clusters Score -2.307318e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -23073212.000000 Penalty: 5976.960938
	Iteration 45Q: 3 clusters Score -2.307321e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 92647 members 
Entering Unmasked Estep 
Score: -23073206.000000 Penalty: 5976.960938
	Iteration 46Q: 3 clusters Score -2.307321e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 92474 members 
Entering Unmasked Estep 
Score: -23073192.000000 Penalty: 5976.960938
	Iteration 47Q: 3 clusters Score -2.307319e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -23073246.000000 Penalty: 5976.960938
	Iteration 48Q: 3 clusters Score -2.307325e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 92173 members 
Entering Unmasked Estep 
Score: -23073224.000000 Penalty: 5976.960938
	Iteration 49Q: 3 clusters Score -2.307322e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -23073234.000000 Penalty: 5976.960938
	Iteration 50Q: 3 clusters Score -2.307323e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -23073222.000000 Penalty: 5976.960938
	Iteration 51Q: 3 clusters Score -2.307322e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
Score: -23073202.000000 Penalty: 5976.960938
	Iteration 52Q: 3 clusters Score -2.30732e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -23073190.000000 Penalty: 5976.960938
	Iteration 53Q: 3 clusters Score -2.307319e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 91452 members 
Entering Unmasked Estep 
Score: -23073202.000000 Penalty: 5976.960938
	Iteration 54Q: 3 clusters Score -2.30732e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -23073172.000000 Penalty: 5976.960938
	Iteration 55Q: 3 clusters Score -2.307317e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -23073226.000000 Penalty: 5976.960938
	Iteration 56Q: 3 clusters Score -2.307323e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -23073248.000000 Penalty: 5976.960938
	Iteration 57Q: 3 clusters Score -2.307325e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -23073220.000000 Penalty: 5976.960938
	Iteration 58Q: 3 clusters Score -2.307322e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -23073264.000000 Penalty: 5976.960938
	Iteration 59Q: 3 clusters Score -2.307326e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -23073242.000000 Penalty: 5976.960938
	Iteration 60F: 3 clusters Score -2.307324e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -23073256.000000 Penalty: 5976.960938
	Iteration 61Q: 3 clusters Score -2.307326e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -23073284.000000 Penalty: 5976.960938
	Iteration 62Q: 3 clusters Score -2.307328e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -23073282.000000 Penalty: 5976.960938
	Iteration 63Q: 3 clusters Score -2.307328e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -23073280.000000 Penalty: 5976.960938
	Iteration 64Q: 3 clusters Score -2.307328e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -23073240.000000 Penalty: 5976.960938
	Iteration 65Q: 3 clusters Score -2.307324e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -23073230.000000 Penalty: 5976.960938
	Iteration 66Q: 3 clusters Score -2.307323e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -23073238.000000 Penalty: 5976.960938
	Iteration 67Q: 3 clusters Score -2.307324e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80831 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -23073266.000000 Penalty: 5976.960938
	Iteration 68Q: 3 clusters Score -2.307327e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -23073264.000000 Penalty: 5976.960938
	Iteration 69Q: 3 clusters Score -2.307326e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -23073302.000000 Penalty: 5976.960938
	Iteration 70Q: 3 clusters Score -2.30733e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -23073302.000000 Penalty: 5976.960938
	Iteration 71Q: 3 clusters Score -2.30733e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 90167 members 
Entering Unmasked Estep 
Score: -23073318.000000 Penalty: 5976.960938
	Iteration 72Q: 3 clusters Score -2.307332e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -23073318.000000 Penalty: 5976.960938
	Iteration 73Q: 3 clusters Score -2.307332e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -23073292.000000 Penalty: 5976.960938
	Iteration 74Q: 3 clusters Score -2.307329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -23073314.000000 Penalty: 5976.960938
	Iteration 75Q: 3 clusters Score -2.307331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -23073308.000000 Penalty: 5976.960938
	Iteration 76Q: 3 clusters Score -2.307331e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -23073326.000000 Penalty: 5976.960938
	Iteration 77Q: 3 clusters Score -2.307333e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -23073360.000000 Penalty: 5976.960938
	Iteration 78Q: 3 clusters Score -2.307336e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -23073362.000000 Penalty: 5976.960938
	Iteration 79Q: 3 clusters Score -2.307336e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81201 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -23073336.000000 Penalty: 5976.960938
	Iteration 80F: 3 clusters Score -2.307334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -23073306.000000 Penalty: 5976.960938
	Iteration 81Q: 3 clusters Score -2.307331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -23073326.000000 Penalty: 5976.960938
	Iteration 82Q: 3 clusters Score -2.307333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81267 members 
Mstep: Class 2 contains 89888 members 
Entering Unmasked Estep 
Score: -23073326.000000 Penalty: 5976.960938
	Iteration 83Q: 3 clusters Score -2.307333e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -23073356.000000 Penalty: 5976.960938
	Iteration 84Q: 3 clusters Score -2.307336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -23073328.000000 Penalty: 5976.960938
	Iteration 85Q: 3 clusters Score -2.307333e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -23073356.000000 Penalty: 5976.960938
	Iteration 86Q: 3 clusters Score -2.307336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -23073334.000000 Penalty: 5976.960938
	Iteration 87Q: 3 clusters Score -2.307333e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -23073338.000000 Penalty: 5976.960938
	Iteration 88Q: 3 clusters Score -2.307334e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -23073312.000000 Penalty: 5976.960938
	Iteration 89Q: 3 clusters Score -2.307331e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -23073332.000000 Penalty: 5976.960938
	Iteration 90Q: 3 clusters Score -2.307333e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 89636 members 
Entering Unmasked Estep 
Score: -23073348.000000 Penalty: 5976.960938
	Iteration 91Q: 3 clusters Score -2.307335e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -23073360.000000 Penalty: 5976.960938
	Iteration 92Q: 3 clusters Score -2.307336e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -23073362.000000 Penalty: 5976.960938
	Iteration 93Q: 3 clusters Score -2.307336e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 89514 members 
Entering Unmasked Estep 
Score: -23073340.000000 Penalty: 5976.960938
	Iteration 94Q: 3 clusters Score -2.307334e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81682 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -23073376.000000 Penalty: 5976.960938
	Iteration 95Q: 3 clusters Score -2.307338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -23073364.000000 Penalty: 5976.960938
	Iteration 96Q: 3 clusters Score -2.307336e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 89392 members 
Entering Unmasked Estep 
Score: -23073364.000000 Penalty: 5976.960938
	Iteration 97Q: 3 clusters Score -2.307336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -23073366.000000 Penalty: 5976.960938
	Iteration 98Q: 3 clusters Score -2.307337e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -23073374.000000 Penalty: 5976.960938
	Iteration 99Q: 3 clusters Score -2.307337e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -23073388.000000 Penalty: 5976.960938
	Iteration 100F: 3 clusters Score -2.307339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -23073402.000000 Penalty: 5976.960938
	Iteration 101Q: 3 clusters Score -2.30734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -23073420.000000 Penalty: 5976.960938
	Iteration 102Q: 3 clusters Score -2.307342e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -23073392.000000 Penalty: 5976.960938
	Iteration 103Q: 3 clusters Score -2.307339e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -23073388.000000 Penalty: 5976.960938
	Iteration 104Q: 3 clusters Score -2.307339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -23073390.000000 Penalty: 5976.960938
	Iteration 105Q: 3 clusters Score -2.307339e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -23073396.000000 Penalty: 5976.960938
	Iteration 106Q: 3 clusters Score -2.30734e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -23073396.000000 Penalty: 5976.960938
	Iteration 107Q: 3 clusters Score -2.30734e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -23073396.000000 Penalty: 5976.960938
	Iteration 108Q: 3 clusters Score -2.30734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -23073396.000000 Penalty: 5976.960938
	Iteration 109Q: 3 clusters Score -2.30734e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82152 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -23073404.000000 Penalty: 5976.960938
	Iteration 110Q: 3 clusters Score -2.30734e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -23073410.000000 Penalty: 5976.960938
	Iteration 111Q: 3 clusters Score -2.307341e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -23073404.000000 Penalty: 5976.960938
	Iteration 112Q: 3 clusters Score -2.30734e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -23073416.000000 Penalty: 5976.960938
	Iteration 113Q: 3 clusters Score -2.307342e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -23073412.000000 Penalty: 5976.960938
	Iteration 114Q: 3 clusters Score -2.307341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -23073418.000000 Penalty: 5976.960938
	Iteration 115Q: 3 clusters Score -2.307342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -23073426.000000 Penalty: 5976.960938
	Iteration 116Q: 3 clusters Score -2.307343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -23073422.000000 Penalty: 5976.960938
	Iteration 117Q: 3 clusters Score -2.307342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -23073416.000000 Penalty: 5976.960938
	Iteration 118Q: 3 clusters Score -2.307342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -23073418.000000 Penalty: 5976.960938
	Iteration 119Q: 3 clusters Score -2.307342e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -23073414.000000 Penalty: 5976.960938
	Iteration 120F: 3 clusters Score -2.307341e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -23073424.000000 Penalty: 5976.960938
	Iteration 121Q: 3 clusters Score -2.307342e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -23073426.000000 Penalty: 5976.960938
	Iteration 122Q: 3 clusters Score -2.307343e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82438 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -23073410.000000 Penalty: 5976.960938
	Iteration 123Q: 3 clusters Score -2.307341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 88687 members 
Entering Unmasked Estep 
Score: -23073438.000000 Penalty: 5976.960938
	Iteration 124Q: 3 clusters Score -2.307344e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -23073430.000000 Penalty: 5976.960938
	Iteration 125Q: 3 clusters Score -2.307343e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -23073448.000000 Penalty: 5976.960938
	Iteration 126Q: 3 clusters Score -2.307345e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -23073490.000000 Penalty: 5976.960938
	Iteration 127Q: 3 clusters Score -2.307349e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -23073474.000000 Penalty: 5976.960938
	Iteration 128Q: 3 clusters Score -2.307347e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 88480 members 
Entering Unmasked Estep 
Score: -23073476.000000 Penalty: 5976.960938
	Iteration 129Q: 3 clusters Score -2.307348e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 88440 members 
Entering Unmasked Estep 
Score: -23073472.000000 Penalty: 5976.960938
	Iteration 130Q: 3 clusters Score -2.307347e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82753 members 
Mstep: Class 2 contains 88402 members 
Entering Unmasked Estep 
Score: -23073464.000000 Penalty: 5976.960938
	Iteration 131Q: 3 clusters Score -2.307346e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -23073496.000000 Penalty: 5976.960938
	Iteration 132Q: 3 clusters Score -2.30735e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -23073498.000000 Penalty: 5976.960938
	Iteration 133Q: 3 clusters Score -2.30735e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 88252 members 
Entering Unmasked Estep 
Score: -23073512.000000 Penalty: 5976.960938
	Iteration 134Q: 3 clusters Score -2.307351e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -23073540.000000 Penalty: 5976.960938
	Iteration 135Q: 3 clusters Score -2.307354e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -23073516.000000 Penalty: 5976.960938
	Iteration 136Q: 3 clusters Score -2.307352e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 88108 members 
Entering Unmasked Estep 
Score: -23073506.000000 Penalty: 5976.960938
	Iteration 137Q: 3 clusters Score -2.307351e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -23073490.000000 Penalty: 5976.960938
	Iteration 138Q: 3 clusters Score -2.307349e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 88004 members 
Entering Unmasked Estep 
Score: -23073502.000000 Penalty: 5976.960938
	Iteration 139Q: 3 clusters Score -2.30735e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -23073432.000000 Penalty: 5976.960938
	Iteration 140F: 3 clusters Score -2.307343e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -23073450.000000 Penalty: 5976.960938
	Iteration 141Q: 3 clusters Score -2.307345e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -23073454.000000 Penalty: 5976.960938
	Iteration 142Q: 3 clusters Score -2.307345e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -23073482.000000 Penalty: 5976.960938
	Iteration 143Q: 3 clusters Score -2.307348e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -23073488.000000 Penalty: 5976.960938
	Iteration 144Q: 3 clusters Score -2.307349e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -23073458.000000 Penalty: 5976.960938
	Iteration 145Q: 3 clusters Score -2.307346e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 87506 members 
Entering Unmasked Estep 
Score: -23073496.000000 Penalty: 5976.960938
	Iteration 146Q: 3 clusters Score -2.30735e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -23073478.000000 Penalty: 5976.960938
	Iteration 147Q: 3 clusters Score -2.307348e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -23073478.000000 Penalty: 5976.960938
	Iteration 148Q: 3 clusters Score -2.307348e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -23073520.000000 Penalty: 5976.960938
	Iteration 149Q: 3 clusters Score -2.307352e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 87163 members 
Entering Unmasked Estep 
Score: -23073538.000000 Penalty: 5976.960938
	Iteration 150Q: 3 clusters Score -2.307354e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 87080 members 
Entering Unmasked Estep 
Score: -23073506.000000 Penalty: 5976.960938
	Iteration 151Q: 3 clusters Score -2.307351e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 86999 members 
Entering Unmasked Estep 
Score: -23073458.000000 Penalty: 5976.960938
	Iteration 152Q: 3 clusters Score -2.307346e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -23073480.000000 Penalty: 5976.960938
	Iteration 153Q: 3 clusters Score -2.307348e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -23073468.000000 Penalty: 5976.960938
	Iteration 154Q: 3 clusters Score -2.307347e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -23073446.000000 Penalty: 5976.960938
	Iteration 155Q: 3 clusters Score -2.307345e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -23073516.000000 Penalty: 5976.960938
	Iteration 156Q: 3 clusters Score -2.307352e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -23073486.000000 Penalty: 5976.960938
	Iteration 157Q: 3 clusters Score -2.307349e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -23073514.000000 Penalty: 5976.960938
	Iteration 158Q: 3 clusters Score -2.307351e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -23073544.000000 Penalty: 5976.960938
	Iteration 159Q: 3 clusters Score -2.307354e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -23073554.000000 Penalty: 5976.960938
	Iteration 160F: 3 clusters Score -2.307355e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
Score: -23073548.000000 Penalty: 5976.960938
	Iteration 161Q: 3 clusters Score -2.307355e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85759 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -23073532.000000 Penalty: 5976.960938
	Iteration 162Q: 3 clusters Score -2.307353e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 85183 members 
Entering Unmasked Estep 
Score: -23073566.000000 Penalty: 5976.960938
	Iteration 163Q: 3 clusters Score -2.307357e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -23073630.000000 Penalty: 5976.960938
	Iteration 164Q: 3 clusters Score -2.307363e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -23073666.000000 Penalty: 5976.960938
	Iteration 165Q: 3 clusters Score -2.307367e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -23073768.000000 Penalty: 5976.960938
	Iteration 166Q: 3 clusters Score -2.307377e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86809 members 
Mstep: Class 2 contains 84346 members 
Entering Unmasked Estep 
Score: -23073762.000000 Penalty: 5976.960938
	Iteration 167Q: 3 clusters Score -2.307376e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -23073880.000000 Penalty: 5976.960938
	Iteration 168Q: 3 clusters Score -2.307388e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -23073930.000000 Penalty: 5976.960938
	Iteration 169Q: 3 clusters Score -2.307393e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87546 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -23073986.000000 Penalty: 5976.960938
	Iteration 170Q: 3 clusters Score -2.307399e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -23074042.000000 Penalty: 5976.960938
	Iteration 171Q: 3 clusters Score -2.307404e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88033 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -23074016.000000 Penalty: 5976.960938
	Iteration 172Q: 3 clusters Score -2.307402e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88270 members 
Mstep: Class 2 contains 82885 members 
Entering Unmasked Estep 
Score: -23073994.000000 Penalty: 5976.960938
	Iteration 173Q: 3 clusters Score -2.307399e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88547 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -23074008.000000 Penalty: 5976.960938
	Iteration 174Q: 3 clusters Score -2.307401e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -23074034.000000 Penalty: 5976.960938
	Iteration 175Q: 3 clusters Score -2.307403e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89165 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -23074046.000000 Penalty: 5976.960938
	Iteration 176Q: 3 clusters Score -2.307405e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89458 members 
Mstep: Class 2 contains 81697 members 
Entering Unmasked Estep 
Score: -23074100.000000 Penalty: 5976.960938
	Iteration 177Q: 3 clusters Score -2.30741e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -23074136.000000 Penalty: 5976.960938
	Iteration 178Q: 3 clusters Score -2.307414e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -23074196.000000 Penalty: 5976.960938
	Iteration 179Q: 3 clusters Score -2.30742e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90314 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -23074128.000000 Penalty: 5976.960938
	Iteration 180F: 3 clusters Score -2.307413e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90599 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -23074200.000000 Penalty: 5976.960938
	Iteration 181Q: 3 clusters Score -2.30742e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 80275 members 
Entering Unmasked Estep 
Score: -23074218.000000 Penalty: 5976.960938
	Iteration 182Q: 3 clusters Score -2.307422e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -23074270.000000 Penalty: 5976.960938
	Iteration 183Q: 3 clusters Score -2.307427e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -23074324.000000 Penalty: 5976.960938
	Iteration 184Q: 3 clusters Score -2.307432e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -23074368.000000 Penalty: 5976.960938
	Iteration 185Q: 3 clusters Score -2.307437e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -23074332.000000 Penalty: 5976.960938
	Iteration 186Q: 3 clusters Score -2.307433e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92408 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -23074380.000000 Penalty: 5976.960938
	Iteration 187Q: 3 clusters Score -2.307438e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -23074386.000000 Penalty: 5976.960938
	Iteration 188Q: 3 clusters Score -2.307439e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -23074378.000000 Penalty: 5976.960938
	Iteration 189Q: 3 clusters Score -2.307438e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -23074402.000000 Penalty: 5976.960938
	Iteration 190Q: 3 clusters Score -2.30744e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -23074470.000000 Penalty: 5976.960938
	Iteration 191Q: 3 clusters Score -2.307447e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93907 members 
Mstep: Class 2 contains 77248 members 
Entering Unmasked Estep 
Score: -23074466.000000 Penalty: 5976.960938
	Iteration 192Q: 3 clusters Score -2.307447e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94279 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -23074540.000000 Penalty: 5976.960938
	Iteration 193Q: 3 clusters Score -2.307454e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -23074626.000000 Penalty: 5976.960938
	Iteration 194Q: 3 clusters Score -2.307463e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -23074646.000000 Penalty: 5976.960938
	Iteration 195Q: 3 clusters Score -2.307465e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -23074730.000000 Penalty: 5976.960938
	Iteration 196Q: 3 clusters Score -2.307473e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95858 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -23074784.000000 Penalty: 5976.960938
	Iteration 197Q: 3 clusters Score -2.307478e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 74922 members 
Entering Unmasked Estep 
Score: -23074788.000000 Penalty: 5976.960938
	Iteration 198Q: 3 clusters Score -2.307479e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -23074852.000000 Penalty: 5976.960938
	Iteration 199Q: 3 clusters Score -2.307485e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -23074864.000000 Penalty: 5976.960938
	Iteration 200F: 3 clusters Score -2.307486e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -23074934.000000 Penalty: 5976.960938
	Iteration 201Q: 3 clusters Score -2.307493e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -23074908.000000 Penalty: 5976.960938
	Iteration 202Q: 3 clusters Score -2.307491e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -23075012.000000 Penalty: 5976.960938
	Iteration 203Q: 3 clusters Score -2.307501e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 72878 members 
Entering Unmasked Estep 
Score: -23074980.000000 Penalty: 5976.960938
	Iteration 204Q: 3 clusters Score -2.307498e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98572 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -23074974.000000 Penalty: 5976.960938
	Iteration 205Q: 3 clusters Score -2.307497e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98857 members 
Mstep: Class 2 contains 72298 members 
Entering Unmasked Estep 
Score: -23075012.000000 Penalty: 5976.960938
	Iteration 206Q: 3 clusters Score -2.307501e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99156 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -23075000.000000 Penalty: 5976.960938
	Iteration 207Q: 3 clusters Score -2.3075e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99486 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -23075000.000000 Penalty: 5976.960938
	Iteration 208Q: 3 clusters Score -2.3075e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -23075084.000000 Penalty: 5976.960938
	Iteration 209Q: 3 clusters Score -2.307508e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -23075106.000000 Penalty: 5976.960938
	Iteration 210Q: 3 clusters Score -2.307511e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100640 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -23075110.000000 Penalty: 5976.960938
	Iteration 211Q: 3 clusters Score -2.307511e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -23075126.000000 Penalty: 5976.960938
	Iteration 212Q: 3 clusters Score -2.307513e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -23075164.000000 Penalty: 5976.960938
	Iteration 213Q: 3 clusters Score -2.307516e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101918 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -23075220.000000 Penalty: 5976.960938
	Iteration 214Q: 3 clusters Score -2.307522e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -23075334.000000 Penalty: 5976.960938
	Iteration 215Q: 3 clusters Score -2.307533e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102841 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -23075382.000000 Penalty: 5976.960938
	Iteration 216Q: 3 clusters Score -2.307538e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103315 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -23075388.000000 Penalty: 5976.960938
	Iteration 217Q: 3 clusters Score -2.307539e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103801 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -23075450.000000 Penalty: 5976.960938
	Iteration 218Q: 3 clusters Score -2.307545e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104319 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -23075550.000000 Penalty: 5976.960938
	Iteration 219Q: 3 clusters Score -2.307555e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -23075592.000000 Penalty: 5976.960938
	Iteration 220F: 3 clusters Score -2.307559e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105442 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -23075646.000000 Penalty: 5976.960938
	Iteration 221Q: 3 clusters Score -2.307565e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -23075778.000000 Penalty: 5976.960938
	Iteration 222Q: 3 clusters Score -2.307578e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106701 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -23075788.000000 Penalty: 5976.960938
	Iteration 223Q: 3 clusters Score -2.307579e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -23075940.000000 Penalty: 5976.960938
	Iteration 224Q: 3 clusters Score -2.307594e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -23075910.000000 Penalty: 5976.960938
	Iteration 225Q: 3 clusters Score -2.307591e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108608 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -23075976.000000 Penalty: 5976.960938
	Iteration 226Q: 3 clusters Score -2.307598e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109260 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -23076006.000000 Penalty: 5976.960938
	Iteration 227Q: 3 clusters Score -2.307601e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109903 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -23076140.000000 Penalty: 5976.960938
	Iteration 228Q: 3 clusters Score -2.307614e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110632 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -23076166.000000 Penalty: 5976.960938
	Iteration 229Q: 3 clusters Score -2.307617e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111379 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -23076214.000000 Penalty: 5976.960938
	Iteration 230Q: 3 clusters Score -2.307621e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112112 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -23076332.000000 Penalty: 5976.960938
	Iteration 231Q: 3 clusters Score -2.307633e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -23076476.000000 Penalty: 5976.960938
	Iteration 232Q: 3 clusters Score -2.307648e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113469 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -23076578.000000 Penalty: 5976.960938
	Iteration 233Q: 3 clusters Score -2.307658e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -23076770.000000 Penalty: 5976.960938
	Iteration 234Q: 3 clusters Score -2.307677e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114875 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -23076914.000000 Penalty: 5976.960938
	Iteration 235Q: 3 clusters Score -2.307691e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115640 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -23077066.000000 Penalty: 5976.960938
	Iteration 236Q: 3 clusters Score -2.307707e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -23077004.000000 Penalty: 5976.960938
	Iteration 237Q: 3 clusters Score -2.3077e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117208 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -23077152.000000 Penalty: 5976.960938
	Iteration 238Q: 3 clusters Score -2.307715e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117949 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -23077170.000000 Penalty: 5976.960938
	Iteration 239Q: 3 clusters Score -2.307717e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -23077248.000000 Penalty: 5976.960938
	Iteration 240F: 3 clusters Score -2.307725e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119580 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -23077460.000000 Penalty: 5976.960938
	Iteration 241Q: 3 clusters Score -2.307746e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120492 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -23077582.000000 Penalty: 5976.960938
	Iteration 242Q: 3 clusters Score -2.307758e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121447 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -23077718.000000 Penalty: 5976.960938
	Iteration 243Q: 3 clusters Score -2.307772e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122423 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -23077972.000000 Penalty: 5976.960938
	Iteration 244Q: 3 clusters Score -2.307797e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -23078216.000000 Penalty: 5976.960938
	Iteration 245Q: 3 clusters Score -2.307822e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124459 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -23078400.000000 Penalty: 5976.960938
	Iteration 246Q: 3 clusters Score -2.30784e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125550 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -23078702.000000 Penalty: 5976.960938
	Iteration 247Q: 3 clusters Score -2.30787e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126679 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -23078890.000000 Penalty: 5976.960938
	Iteration 248Q: 3 clusters Score -2.307889e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127760 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -23079078.000000 Penalty: 5976.960938
	Iteration 249Q: 3 clusters Score -2.307908e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128803 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -23079202.000000 Penalty: 5976.960938
	Iteration 250Q: 3 clusters Score -2.30792e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129868 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -23079478.000000 Penalty: 5976.960938
	Iteration 251Q: 3 clusters Score -2.307948e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130966 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -23079614.000000 Penalty: 5976.960938
	Iteration 252Q: 3 clusters Score -2.307961e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132130 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -23079898.000000 Penalty: 5976.960938
	Iteration 253Q: 3 clusters Score -2.30799e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133310 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -23080148.000000 Penalty: 5976.960938
	Iteration 254Q: 3 clusters Score -2.308015e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134544 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -23080394.000000 Penalty: 5976.960938
	Iteration 255Q: 3 clusters Score -2.308039e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135883 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -23080682.000000 Penalty: 5976.960938
	Iteration 256Q: 3 clusters Score -2.308068e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137229 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -23081000.000000 Penalty: 5976.960938
	Iteration 257Q: 3 clusters Score -2.3081e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138615 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -23081412.000000 Penalty: 5976.960938
	Iteration 258Q: 3 clusters Score -2.308141e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140045 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -23081838.000000 Penalty: 5976.960938
	Iteration 259Q: 3 clusters Score -2.308184e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141524 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -23082260.000000 Penalty: 5976.960938
	Iteration 260F: 3 clusters Score -2.308226e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143016 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -23082616.000000 Penalty: 5976.960938
	Iteration 261Q: 3 clusters Score -2.308262e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -23082976.000000 Penalty: 5976.960938
	Iteration 262Q: 3 clusters Score -2.308298e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146010 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -23083428.000000 Penalty: 5976.960938
	Iteration 263Q: 3 clusters Score -2.308343e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147487 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -23084020.000000 Penalty: 5976.960938
	Iteration 264Q: 3 clusters Score -2.308402e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148888 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -23084572.000000 Penalty: 5976.960938
	Iteration 265Q: 3 clusters Score -2.308457e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150255 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -23084918.000000 Penalty: 5976.960938
	Iteration 266Q: 3 clusters Score -2.308492e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -23085238.000000 Penalty: 5976.960938
	Iteration 267Q: 3 clusters Score -2.308524e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152983 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -23085666.000000 Penalty: 5976.960938
	Iteration 268Q: 3 clusters Score -2.308567e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154297 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -23086098.000000 Penalty: 5976.960938
	Iteration 269Q: 3 clusters Score -2.30861e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155591 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -23086706.000000 Penalty: 5976.960938
	Iteration 270Q: 3 clusters Score -2.308671e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156894 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -23087058.000000 Penalty: 5976.960938
	Iteration 271Q: 3 clusters Score -2.308706e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158250 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -23087568.000000 Penalty: 5976.960938
	Iteration 272Q: 3 clusters Score -2.308757e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159609 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -23088004.000000 Penalty: 5976.960938
	Iteration 273Q: 3 clusters Score -2.3088e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160919 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -23088284.000000 Penalty: 5976.960938
	Iteration 274Q: 3 clusters Score -2.308828e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162173 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -23088588.000000 Penalty: 5976.960938
	Iteration 275Q: 3 clusters Score -2.308859e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163355 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -23088996.000000 Penalty: 5976.960938
	Iteration 276Q: 3 clusters Score -2.3089e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164401 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -23089156.000000 Penalty: 5976.960938
	Iteration 277Q: 3 clusters Score -2.308916e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -23089238.000000 Penalty: 5976.960938
	Iteration 278Q: 3 clusters Score -2.308924e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166167 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -23089120.000000 Penalty: 5976.960938
	Iteration 279Q: 3 clusters Score -2.308912e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166868 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -23089140.000000 Penalty: 5976.960938
	Iteration 280F: 3 clusters Score -2.308914e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -23089146.000000 Penalty: 5976.960938
	Iteration 281Q: 3 clusters Score -2.308915e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167941 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -23089112.000000 Penalty: 5976.960938
	Iteration 282Q: 3 clusters Score -2.308911e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168309 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -23089120.000000 Penalty: 5976.960938
	Iteration 283Q: 3 clusters Score -2.308912e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168611 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -23089140.000000 Penalty: 5976.960938
	Iteration 284Q: 3 clusters Score -2.308914e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -23089198.000000 Penalty: 5976.960938
	Iteration 285Q: 3 clusters Score -2.30892e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169042 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -23089142.000000 Penalty: 5976.960938
	Iteration 286Q: 3 clusters Score -2.308914e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169192 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -23089178.000000 Penalty: 5976.960938
	Iteration 287Q: 3 clusters Score -2.308918e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169310 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -23089138.000000 Penalty: 5976.960938
	Iteration 288Q: 3 clusters Score -2.308914e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -23089128.000000 Penalty: 5976.960938
	Iteration 289Q: 3 clusters Score -2.308913e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169497 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -23089126.000000 Penalty: 5976.960938
	Iteration 290Q: 3 clusters Score -2.308913e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169567 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -23089104.000000 Penalty: 5976.960938
	Iteration 291Q: 3 clusters Score -2.30891e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169623 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -23089086.000000 Penalty: 5976.960938
	Iteration 292Q: 3 clusters Score -2.308909e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169674 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23089082.000000 Penalty: 5976.960938
	Iteration 293Q: 3 clusters Score -2.308908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -23089094.000000 Penalty: 5976.960938
	Iteration 294Q: 3 clusters Score -2.308909e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -23089098.000000 Penalty: 5976.960938
	Iteration 295Q: 3 clusters Score -2.30891e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169769 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -23089134.000000 Penalty: 5976.960938
	Iteration 296Q: 3 clusters Score -2.308913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169802 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -23089120.000000 Penalty: 5976.960938
	Iteration 297Q: 3 clusters Score -2.308912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169825 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -23089116.000000 Penalty: 5976.960938
	Iteration 298Q: 3 clusters Score -2.308912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -23089122.000000 Penalty: 5976.960938
	Iteration 299Q: 3 clusters Score -2.308912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169863 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -23089128.000000 Penalty: 5976.960938
	Iteration 300F: 3 clusters Score -2.308913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -23089124.000000 Penalty: 5976.960938
	Iteration 301Q: 3 clusters Score -2.308912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169888 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -23089144.000000 Penalty: 5976.960938
	Iteration 302Q: 3 clusters Score -2.308914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169898 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -23089148.000000 Penalty: 5976.960938
	Iteration 303Q: 3 clusters Score -2.308915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169911 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -23089128.000000 Penalty: 5976.960938
	Iteration 304Q: 3 clusters Score -2.308913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -23089112.000000 Penalty: 5976.960938
	Iteration 305Q: 3 clusters Score -2.308911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169930 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23089106.000000 Penalty: 5976.960938
	Iteration 306Q: 3 clusters Score -2.308911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169940 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -23089106.000000 Penalty: 5976.960938
	Iteration 307Q: 3 clusters Score -2.308911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169948 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -23089098.000000 Penalty: 5976.960938
	Iteration 308Q: 3 clusters Score -2.30891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -23089112.000000 Penalty: 5976.960938
	Iteration 309Q: 3 clusters Score -2.308911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169959 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -23089106.000000 Penalty: 5976.960938
	Iteration 310Q: 3 clusters Score -2.308911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169963 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -23089090.000000 Penalty: 5976.960938
	Iteration 311Q: 3 clusters Score -2.308909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169963 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -23089090.000000 Penalty: 5976.960938
	Iteration 312F: 3 clusters Score -2.308909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -47589.648438 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -47589.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46178.871094 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -46178.87 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46373.199219 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -46373.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46455.816406 Penalty: 2979.151367
	Iteration 2F: 3 clusters Score -46455.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46499.890625 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -46499.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46581.316406 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -46581.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46610.792969 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -46610.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46663.242188 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -46663.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46700.351562 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -46700.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46759.882812 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -46759.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46830.542969 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -46830.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47046.261719 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -47046.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -47111.390625 Penalty: 2979.151367
	Iteration 11Q: 3 clusters Score -47111.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -47140.156250 Penalty: 2979.151367
	Iteration 12Q: 3 clusters Score -47140.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47147.898438 Penalty: 2979.151367
	Iteration 13Q: 3 clusters Score -47147.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -47154.437500 Penalty: 2979.151367
	Iteration 14Q: 3 clusters Score -47154.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -47154.777344 Penalty: 2979.151367
	Iteration 15F: 3 clusters Score -47154.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47158.601562 Penalty: 2979.151367
	Iteration 16Q: 3 clusters Score -47158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47158.601562 Penalty: 2979.151367
	Iteration 17F: 3 clusters Score -47158.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -124648.296875 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -124648.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -122685.867188 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -122685.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -123014.257812 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -123014.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -123150.640625 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -123150.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -123281.703125 Penalty: 3435.095215
	Iteration 3F: 3 clusters Score -123281.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -123402.585938 Penalty: 3435.095215
	Iteration 4F: 3 clusters Score -123402.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123499.718750 Penalty: 3435.095215
	Iteration 5Q: 3 clusters Score -123499.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -123628.625000 Penalty: 3435.095215
	Iteration 6Q: 3 clusters Score -123628.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -123802.265625 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -123802.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124140.664062 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -124140.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -124303.671875 Penalty: 3435.095215
	Iteration 9F: 3 clusters Score -124303.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124370.531250 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -124370.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -124420.539062 Penalty: 3435.095215
	Iteration 11Q: 3 clusters Score -124420.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -124447.500000 Penalty: 3435.095215
	Iteration 12Q: 3 clusters Score -124447.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -124460.851562 Penalty: 3435.095215
	Iteration 13Q: 3 clusters Score -124460.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -124466.343750 Penalty: 3435.095215
	Iteration 14Q: 3 clusters Score -124466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -124469.554688 Penalty: 3435.095215
	Iteration 15Q: 3 clusters Score -124469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -124474.500000 Penalty: 3435.095215
	Iteration 16Q: 3 clusters Score -124474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -124478.960938 Penalty: 3435.095215
	Iteration 17Q: 3 clusters Score -124479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -124480.257812 Penalty: 3435.095215
	Iteration 18Q: 3 clusters Score -124480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -124480.257812 Penalty: 3435.095215
	Iteration 19F: 3 clusters Score -124480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112126 members 
Mstep: Class 2 contains 66057 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173417 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28766 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44236 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194675 members 
Mstep: Class 18 contains 31927 members 
Mstep: Class 19 contains 212822 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171155 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352608.000000 Penalty: 82772.992188
Iteration 239Q: 25 clusters Score -1.443526e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112115 members 
Mstep: Class 2 contains 66059 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173416 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28769 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44234 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194686 members 
Mstep: Class 18 contains 31927 members 
Mstep: Class 19 contains 212816 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171159 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352592.000000 Penalty: 82772.992188
Iteration 240F: 25 clusters Score -1.443526e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112104 members 
Mstep: Class 2 contains 66060 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173415 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28772 members 
Mstep: Class 12 contains 27297 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44234 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194691 members 
Mstep: Class 18 contains 31927 members 
Mstep: Class 19 contains 212814 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171160 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352560.000000 Penalty: 82772.992188
Iteration 241Q: 25 clusters Score -1.443526e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112097 members 
Mstep: Class 2 contains 66060 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173413 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28773 members 
Mstep: Class 12 contains 27299 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44234 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194695 members 
Mstep: Class 18 contains 31928 members 
Mstep: Class 19 contains 212814 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171161 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352656.000000 Penalty: 82772.992188
Iteration 242Q: 25 clusters Score -1.443527e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112089 members 
Mstep: Class 2 contains 66061 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173409 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28776 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44234 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194695 members 
Mstep: Class 18 contains 31929 members 
Mstep: Class 19 contains 212815 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171164 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352624.000000 Penalty: 82772.992188
Iteration 243Q: 25 clusters Score -1.443526e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112081 members 
Mstep: Class 2 contains 66061 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173411 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28777 members 
Mstep: Class 12 contains 27305 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44233 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194701 members 
Mstep: Class 18 contains 31927 members 
Mstep: Class 19 contains 212812 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171166 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352656.000000 Penalty: 82772.992188
Iteration 244Q: 25 clusters Score -1.443527e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112076 members 
Mstep: Class 2 contains 66062 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173411 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28782 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44233 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194702 members 
Mstep: Class 18 contains 31924 members 
Mstep: Class 19 contains 212814 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171163 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352640.000000 Penalty: 82772.992188
Iteration 245Q: 25 clusters Score -1.443526e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112072 members 
Mstep: Class 2 contains 66063 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173410 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28784 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44234 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194702 members 
Mstep: Class 18 contains 31922 members 
Mstep: Class 19 contains 212816 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171164 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 246Q: 25 clusters Score -1.443527e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112064 members 
Mstep: Class 2 contains 66064 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173410 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28783 members 
Mstep: Class 12 contains 27309 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44236 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194703 members 
Mstep: Class 18 contains 31921 members 
Mstep: Class 19 contains 212819 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171164 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352672.000000 Penalty: 82772.992188
Iteration 247Q: 25 clusters Score -1.443527e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112060 members 
Mstep: Class 2 contains 66064 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 173406 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28785 members 
Mstep: Class 12 contains 27313 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44237 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194709 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212815 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171164 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 248Q: 25 clusters Score -1.443527e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112057 members 
Mstep: Class 2 contains 66065 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4734 members 
Mstep: Class 6 contains 173402 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28787 members 
Mstep: Class 12 contains 27314 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194706 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212817 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171165 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 249Q: 25 clusters Score -1.443527e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112054 members 
Mstep: Class 2 contains 66069 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173396 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28787 members 
Mstep: Class 12 contains 27313 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194707 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212817 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171168 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 250Q: 25 clusters Score -1.443527e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 66071 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173391 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28787 members 
Mstep: Class 12 contains 27313 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194709 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212821 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171172 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352656.000000 Penalty: 82772.992188
Iteration 251Q: 25 clusters Score -1.443527e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112047 members 
Mstep: Class 2 contains 66073 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173384 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28788 members 
Mstep: Class 12 contains 27314 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194712 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212820 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171173 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 252Q: 25 clusters Score -1.443527e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112042 members 
Mstep: Class 2 contains 66076 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173382 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28788 members 
Mstep: Class 12 contains 27316 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194717 members 
Mstep: Class 18 contains 31919 members 
Mstep: Class 19 contains 212818 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171173 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 253Q: 25 clusters Score -1.443527e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 66077 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173377 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28788 members 
Mstep: Class 12 contains 27317 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194719 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212820 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171174 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 254Q: 25 clusters Score -1.443527e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112038 members 
Mstep: Class 2 contains 66079 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173375 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28788 members 
Mstep: Class 12 contains 27317 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194718 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212821 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171175 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 255Q: 25 clusters Score -1.443527e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112038 members 
Mstep: Class 2 contains 66080 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173370 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28788 members 
Mstep: Class 12 contains 27317 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194717 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212825 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171176 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352752.000000 Penalty: 82772.992188
Iteration 256Q: 25 clusters Score -1.443528e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112036 members 
Mstep: Class 2 contains 66080 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173370 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28788 members 
Mstep: Class 12 contains 27317 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194715 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212827 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171178 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 257Q: 25 clusters Score -1.443527e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112033 members 
Mstep: Class 2 contains 66080 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173371 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28788 members 
Mstep: Class 12 contains 27318 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194715 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212826 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171180 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 258Q: 25 clusters Score -1.443527e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112031 members 
Mstep: Class 2 contains 66080 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173372 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28788 members 
Mstep: Class 12 contains 27318 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194715 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212826 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171181 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 259Q: 25 clusters Score -1.443527e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112030 members 
Mstep: Class 2 contains 66080 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173373 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28788 members 
Mstep: Class 12 contains 27318 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194715 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212826 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171181 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 260F: 25 clusters Score -1.443527e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 66081 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173374 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28788 members 
Mstep: Class 12 contains 27318 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194715 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212826 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171182 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 261Q: 25 clusters Score -1.443527e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112024 members 
Mstep: Class 2 contains 66081 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173377 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28788 members 
Mstep: Class 12 contains 27319 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194716 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212823 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171183 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 262Q: 25 clusters Score -1.443527e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112021 members 
Mstep: Class 2 contains 66081 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173378 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28789 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194716 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212823 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171183 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352672.000000 Penalty: 82772.992188
Iteration 263Q: 25 clusters Score -1.443527e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 66081 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173378 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28789 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194718 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212824 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171181 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 264Q: 25 clusters Score -1.443527e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112017 members 
Mstep: Class 2 contains 66082 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173380 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28789 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194717 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212825 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171181 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352688.000000 Penalty: 82772.992188
Iteration 265Q: 25 clusters Score -1.443527e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 66082 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173383 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28789 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194718 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212823 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171182 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 266Q: 25 clusters Score -1.443527e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112013 members 
Mstep: Class 2 contains 66082 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173383 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28789 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194717 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212824 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171183 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 267Q: 25 clusters Score -1.443527e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 66083 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173383 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28790 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44240 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194716 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212823 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171184 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 268Q: 25 clusters Score -1.443527e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112007 members 
Mstep: Class 2 contains 66084 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173383 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28791 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44240 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194716 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212825 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171184 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352736.000000 Penalty: 82772.992188
Iteration 269Q: 25 clusters Score -1.443527e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112005 members 
Mstep: Class 2 contains 66084 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173385 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28791 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44240 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194717 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212824 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171184 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352736.000000 Penalty: 82772.992188
Iteration 270Q: 25 clusters Score -1.443527e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 66083 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173389 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28791 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44240 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194716 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212824 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171184 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352752.000000 Penalty: 82772.992188
Iteration 271Q: 25 clusters Score -1.443528e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 111999 members 
Mstep: Class 2 contains 66084 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173393 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28791 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44241 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194712 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212826 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171184 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 272Q: 25 clusters Score -1.443527e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 66084 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173397 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28791 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44242 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194709 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212828 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171184 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352672.000000 Penalty: 82772.992188
Iteration 273Q: 25 clusters Score -1.443527e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 111992 members 
Mstep: Class 2 contains 66084 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173401 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28791 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44242 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194707 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212827 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171187 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 274Q: 25 clusters Score -1.443527e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 111988 members 
Mstep: Class 2 contains 66084 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173402 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28791 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44242 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194707 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212829 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171188 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352704.000000 Penalty: 82772.992188
Iteration 275Q: 25 clusters Score -1.443527e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 111987 members 
Mstep: Class 2 contains 66084 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173403 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28791 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44242 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194707 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212829 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171188 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 276Q: 25 clusters Score -1.443527e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 111986 members 
Mstep: Class 2 contains 66084 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173403 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28791 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44242 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194707 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212830 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171188 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 277Q: 25 clusters Score -1.443527e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 111985 members 
Mstep: Class 2 contains 66084 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173403 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28791 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44242 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194707 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212831 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171188 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 278Q: 25 clusters Score -1.443527e+08 nChanged 0
Entering ConstructFrom: 
Score: -144352720.000000 Penalty: 82772.992188
Entering ConstructFrom: 
Trying to split cluster 1 (111985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111985 members 
Entering Unmasked Estep 
Score: -15091445.000000 Penalty: 2883.277832
	Iteration 0F: 2 clusters Score -1.509144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -15016754.000000 Penalty: 5766.555664
	Iteration 0F: 3 clusters Score -1.501675e+07 nChanged 52933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -15047323.000000 Penalty: 5766.555664
	Iteration 1F: 3 clusters Score -1.504732e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -15048349.000000 Penalty: 5766.555664
	Iteration 2Q: 3 clusters Score -1.504835e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -15049726.000000 Penalty: 5766.555664
	Iteration 3Q: 3 clusters Score -1.504973e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -15051677.000000 Penalty: 5766.555664
	Iteration 4Q: 3 clusters Score -1.505168e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -15054503.000000 Penalty: 5766.555664
	Iteration 5F: 3 clusters Score -1.50545e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -15059140.000000 Penalty: 5766.555664
	Iteration 6F: 3 clusters Score -1.505914e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -15065573.000000 Penalty: 5766.555664
	Iteration 7F: 3 clusters Score -1.506557e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -15072953.000000 Penalty: 5766.555664
	Iteration 8F: 3 clusters Score -1.507295e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -15078966.000000 Penalty: 5766.555664
	Iteration 9F: 3 clusters Score -1.507897e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -15082181.000000 Penalty: 5766.555664
	Iteration 10Q: 3 clusters Score -1.508218e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -15083566.000000 Penalty: 5766.555664
	Iteration 11Q: 3 clusters Score -1.508357e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -15084311.000000 Penalty: 5766.555664
	Iteration 12Q: 3 clusters Score -1.508431e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -15084983.000000 Penalty: 5766.555664
	Iteration 13Q: 3 clusters Score -1.508498e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -15085531.000000 Penalty: 5766.555664
	Iteration 14Q: 3 clusters Score -1.508553e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101572 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -15085971.000000 Penalty: 5766.555664
	Iteration 15Q: 3 clusters Score -1.508597e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -15086390.000000 Penalty: 5766.555664
	Iteration 16Q: 3 clusters Score -1.508639e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -15086829.000000 Penalty: 5766.555664
	Iteration 17Q: 3 clusters Score -1.508683e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104402 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -15087109.000000 Penalty: 5766.555664
	Iteration 18Q: 3 clusters Score -1.508711e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -15087487.000000 Penalty: 5766.555664
	Iteration 19Q: 3 clusters Score -1.508749e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -15087706.000000 Penalty: 5766.555664
	Iteration 20F: 3 clusters Score -1.508771e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106440 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -15087938.000000 Penalty: 5766.555664
	Iteration 21Q: 3 clusters Score -1.508794e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -15088112.000000 Penalty: 5766.555664
	Iteration 22Q: 3 clusters Score -1.508811e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107445 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -15088295.000000 Penalty: 5766.555664
	Iteration 23Q: 3 clusters Score -1.50883e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107860 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -15088394.000000 Penalty: 5766.555664
	Iteration 24Q: 3 clusters Score -1.508839e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108196 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -15088495.000000 Penalty: 5766.555664
	Iteration 25Q: 3 clusters Score -1.50885e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -15088601.000000 Penalty: 5766.555664
	Iteration 26Q: 3 clusters Score -1.50886e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108758 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -15088669.000000 Penalty: 5766.555664
	Iteration 27Q: 3 clusters Score -1.508867e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108996 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -15088729.000000 Penalty: 5766.555664
	Iteration 28Q: 3 clusters Score -1.508873e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109186 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -15088785.000000 Penalty: 5766.555664
	Iteration 29Q: 3 clusters Score -1.508878e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -15088837.000000 Penalty: 5766.555664
	Iteration 30Q: 3 clusters Score -1.508884e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -15088870.000000 Penalty: 5766.555664
	Iteration 31Q: 3 clusters Score -1.508887e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -15088897.000000 Penalty: 5766.555664
	Iteration 32Q: 3 clusters Score -1.50889e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109661 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -15088916.000000 Penalty: 5766.555664
	Iteration 33Q: 3 clusters Score -1.508892e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109736 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -15088927.000000 Penalty: 5766.555664
	Iteration 34Q: 3 clusters Score -1.508893e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -15088984.000000 Penalty: 5766.555664
	Iteration 35Q: 3 clusters Score -1.508898e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109858 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -15089008.000000 Penalty: 5766.555664
	Iteration 36Q: 3 clusters Score -1.508901e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109915 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -15089041.000000 Penalty: 5766.555664
	Iteration 37Q: 3 clusters Score -1.508904e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -15089062.000000 Penalty: 5766.555664
	Iteration 38Q: 3 clusters Score -1.508906e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -15089075.000000 Penalty: 5766.555664
	Iteration 39Q: 3 clusters Score -1.508908e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110079 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -15089134.000000 Penalty: 5766.555664
	Iteration 40F: 3 clusters Score -1.508913e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -15089138.000000 Penalty: 5766.555664
	Iteration 41Q: 3 clusters Score -1.508914e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -15089126.000000 Penalty: 5766.555664
	Iteration 42Q: 3 clusters Score -1.508913e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -15089131.000000 Penalty: 5766.555664
	Iteration 43Q: 3 clusters Score -1.508913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110237 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -15089161.000000 Penalty: 5766.555664
	Iteration 44Q: 3 clusters Score -1.508916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110262 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -15089159.000000 Penalty: 5766.555664
	Iteration 45Q: 3 clusters Score -1.508916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110282 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -15089175.000000 Penalty: 5766.555664
	Iteration 46Q: 3 clusters Score -1.508918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -15089155.000000 Penalty: 5766.555664
	Iteration 47Q: 3 clusters Score -1.508916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110320 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -15089177.000000 Penalty: 5766.555664
	Iteration 48Q: 3 clusters Score -1.508918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -15089167.000000 Penalty: 5766.555664
	Iteration 49Q: 3 clusters Score -1.508917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110343 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -15089180.000000 Penalty: 5766.555664
	Iteration 50Q: 3 clusters Score -1.508918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110357 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -15089165.000000 Penalty: 5766.555664
	Iteration 51Q: 3 clusters Score -1.508916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110369 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -15089184.000000 Penalty: 5766.555664
	Iteration 52Q: 3 clusters Score -1.508918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110375 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -15089172.000000 Penalty: 5766.555664
	Iteration 53Q: 3 clusters Score -1.508917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110378 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -15089171.000000 Penalty: 5766.555664
	Iteration 54Q: 3 clusters Score -1.508917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110387 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -15089175.000000 Penalty: 5766.555664
	Iteration 55Q: 3 clusters Score -1.508918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110393 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15089173.000000 Penalty: 5766.555664
	Iteration 56Q: 3 clusters Score -1.508917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110399 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -15089181.000000 Penalty: 5766.555664
	Iteration 57Q: 3 clusters Score -1.508918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15089178.000000 Penalty: 5766.555664
	Iteration 58Q: 3 clusters Score -1.508918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -15089162.000000 Penalty: 5766.555664
	Iteration 59Q: 3 clusters Score -1.508916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15089164.000000 Penalty: 5766.555664
	Iteration 60F: 3 clusters Score -1.508916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -15089161.000000 Penalty: 5766.555664
	Iteration 61Q: 3 clusters Score -1.508916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110410 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -15089166.000000 Penalty: 5766.555664
	Iteration 62Q: 3 clusters Score -1.508917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -15089166.000000 Penalty: 5766.555664
	Iteration 63Q: 3 clusters Score -1.508917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15089169.000000 Penalty: 5766.555664
	Iteration 64Q: 3 clusters Score -1.508917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15089168.000000 Penalty: 5766.555664
	Iteration 65Q: 3 clusters Score -1.508917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15089168.000000 Penalty: 5766.555664
	Iteration 66F: 3 clusters Score -1.508917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Entering Unmasked Estep 
Score: -8957709.000000 Penalty: 2752.473145
	Iteration 0F: 2 clusters Score -8957709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -8913310.000000 Penalty: 5504.946289
	Iteration 0F: 3 clusters Score -8913310 nChanged 30877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -8930506.000000 Penalty: 5504.946289
	Iteration 1F: 3 clusters Score -8930506 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -8931048.000000 Penalty: 5504.946289
	Iteration 2Q: 3 clusters Score -8931048 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -8931732.000000 Penalty: 5504.946289
	Iteration 3Q: 3 clusters Score -8931732 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -8932550.000000 Penalty: 5504.946289
	Iteration 4Q: 3 clusters Score -8932550 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -8933799.000000 Penalty: 5504.946289
	Iteration 5Q: 3 clusters Score -8933799 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -8935520.000000 Penalty: 5504.946289
	Iteration 6Q: 3 clusters Score -8935520 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -8937986.000000 Penalty: 5504.946289
	Iteration 7F: 3 clusters Score -8937986 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -8941435.000000 Penalty: 5504.946289
	Iteration 8F: 3 clusters Score -8941435 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -8945417.000000 Penalty: 5504.946289
	Iteration 9F: 3 clusters Score -8945417 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -8949486.000000 Penalty: 5504.946289
	Iteration 10F: 3 clusters Score -8949486 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -8952460.000000 Penalty: 5504.946289
	Iteration 11Q: 3 clusters Score -8952460 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -8954032.000000 Penalty: 5504.946289
	Iteration 12Q: 3 clusters Score -8954032 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -8954723.000000 Penalty: 5504.946289
	Iteration 13Q: 3 clusters Score -8954723 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -8954988.000000 Penalty: 5504.946289
	Iteration 14Q: 3 clusters Score -8954988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -8955112.000000 Penalty: 5504.946289
	Iteration 15Q: 3 clusters Score -8955112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -8955139.000000 Penalty: 5504.946289
	Iteration 16Q: 3 clusters Score -8955139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -8955160.000000 Penalty: 5504.946289
	Iteration 17Q: 3 clusters Score -8955160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -8955180.000000 Penalty: 5504.946289
	Iteration 18Q: 3 clusters Score -8955180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -8955191.000000 Penalty: 5504.946289
	Iteration 19Q: 3 clusters Score -8955191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -8955201.000000 Penalty: 5504.946289
	Iteration 20F: 3 clusters Score -8955201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -8955215.000000 Penalty: 5504.946289
	Iteration 21Q: 3 clusters Score -8955215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -8955215.000000 Penalty: 5504.946289
	Iteration 22Q: 3 clusters Score -8955215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -8955219.000000 Penalty: 5504.946289
	Iteration 23Q: 3 clusters Score -8955219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -8955226.000000 Penalty: 5504.946289
	Iteration 24Q: 3 clusters Score -8955226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -8955225.000000 Penalty: 5504.946289
	Iteration 25Q: 3 clusters Score -8955225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -8955235.000000 Penalty: 5504.946289
	Iteration 26Q: 3 clusters Score -8955235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -8955235.000000 Penalty: 5504.946289
	Iteration 27F: 3 clusters Score -8955235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Entering Unmasked Estep 
Score: -965350.937500 Penalty: 2210.159668
	Iteration 0F: 2 clusters Score -965350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -959295.875000 Penalty: 4420.319336
	Iteration 0F: 3 clusters Score -959295.9 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -960933.625000 Penalty: 4420.319336
	Iteration 1F: 3 clusters Score -960933.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -961194.937500 Penalty: 4420.319336
	Iteration 2F: 3 clusters Score -961194.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -961366.687500 Penalty: 4420.319336
	Iteration 3Q: 3 clusters Score -961366.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -961498.000000 Penalty: 4420.319336
	Iteration 4Q: 3 clusters Score -961498 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -961607.687500 Penalty: 4420.319336
	Iteration 5Q: 3 clusters Score -961607.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -961697.500000 Penalty: 4420.319336
	Iteration 6Q: 3 clusters Score -961697.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -961770.000000 Penalty: 4420.319336
	Iteration 7Q: 3 clusters Score -961770 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -961838.125000 Penalty: 4420.319336
	Iteration 8Q: 3 clusters Score -961838.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -961888.375000 Penalty: 4420.319336
	Iteration 9Q: 3 clusters Score -961888.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -961933.750000 Penalty: 4420.319336
	Iteration 10Q: 3 clusters Score -961933.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -961978.062500 Penalty: 4420.319336
	Iteration 11Q: 3 clusters Score -961978.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -962017.062500 Penalty: 4420.319336
	Iteration 12Q: 3 clusters Score -962017.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -962054.500000 Penalty: 4420.319336
	Iteration 13Q: 3 clusters Score -962054.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -962095.062500 Penalty: 4420.319336
	Iteration 14Q: 3 clusters Score -962095.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -962141.500000 Penalty: 4420.319336
	Iteration 15Q: 3 clusters Score -962141.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -962187.500000 Penalty: 4420.319336
	Iteration 16Q: 3 clusters Score -962187.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -962224.875000 Penalty: 4420.319336
	Iteration 17Q: 3 clusters Score -962224.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -962271.187500 Penalty: 4420.319336
	Iteration 18Q: 3 clusters Score -962271.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -962319.375000 Penalty: 4420.319336
	Iteration 19Q: 3 clusters Score -962319.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -962369.250000 Penalty: 4420.319336
	Iteration 20F: 3 clusters Score -962369.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -962411.562500 Penalty: 4420.319336
	Iteration 21Q: 3 clusters Score -962411.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -962459.312500 Penalty: 4420.319336
	Iteration 22Q: 3 clusters Score -962459.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -962524.625000 Penalty: 4420.319336
	Iteration 23Q: 3 clusters Score -962524.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -962585.312500 Penalty: 4420.319336
	Iteration 24Q: 3 clusters Score -962585.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -962645.125000 Penalty: 4420.319336
	Iteration 25Q: 3 clusters Score -962645.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -962711.875000 Penalty: 4420.319336
	Iteration 26Q: 3 clusters Score -962711.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -962793.000000 Penalty: 4420.319336
	Iteration 27Q: 3 clusters Score -962793 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -962883.500000 Penalty: 4420.319336
	Iteration 28Q: 3 clusters Score -962883.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -962974.375000 Penalty: 4420.319336
	Iteration 29Q: 3 clusters Score -962974.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -963054.312500 Penalty: 4420.319336
	Iteration 30Q: 3 clusters Score -963054.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -963115.812500 Penalty: 4420.319336
	Iteration 31Q: 3 clusters Score -963115.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -963161.687500 Penalty: 4420.319336
	Iteration 32Q: 3 clusters Score -963161.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -963185.437500 Penalty: 4420.319336
	Iteration 33Q: 3 clusters Score -963185.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -963202.500000 Penalty: 4420.319336
	Iteration 34Q: 3 clusters Score -963202.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -963216.125000 Penalty: 4420.319336
	Iteration 35Q: 3 clusters Score -963216.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -963236.125000 Penalty: 4420.319336
	Iteration 36Q: 3 clusters Score -963236.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -963247.500000 Penalty: 4420.319336
	Iteration 37Q: 3 clusters Score -963247.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -963258.312500 Penalty: 4420.319336
	Iteration 38Q: 3 clusters Score -963258.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -963275.062500 Penalty: 4420.319336
	Iteration 39Q: 3 clusters Score -963275.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -963287.562500 Penalty: 4420.319336
	Iteration 40F: 3 clusters Score -963287.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -963298.125000 Penalty: 4420.319336
	Iteration 41Q: 3 clusters Score -963298.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -963312.437500 Penalty: 4420.319336
	Iteration 42Q: 3 clusters Score -963312.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -963323.750000 Penalty: 4420.319336
	Iteration 43Q: 3 clusters Score -963323.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -963337.562500 Penalty: 4420.319336
	Iteration 44Q: 3 clusters Score -963337.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -963358.625000 Penalty: 4420.319336
	Iteration 45Q: 3 clusters Score -963358.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -963376.687500 Penalty: 4420.319336
	Iteration 46Q: 3 clusters Score -963376.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -963387.250000 Penalty: 4420.319336
	Iteration 47Q: 3 clusters Score -963387.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -963390.687500 Penalty: 4420.319336
	Iteration 48Q: 3 clusters Score -963390.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -963406.187500 Penalty: 4420.319336
	Iteration 49Q: 3 clusters Score -963406.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -963416.437500 Penalty: 4420.319336
	Iteration 50Q: 3 clusters Score -963416.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -963426.562500 Penalty: 4420.319336
	Iteration 51Q: 3 clusters Score -963426.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -963436.500000 Penalty: 4420.319336
	Iteration 52Q: 3 clusters Score -963436.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -963445.312500 Penalty: 4420.319336
	Iteration 53Q: 3 clusters Score -963445.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -963458.187500 Penalty: 4420.319336
	Iteration 54Q: 3 clusters Score -963458.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -963467.437500 Penalty: 4420.319336
	Iteration 55Q: 3 clusters Score -963467.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -963487.437500 Penalty: 4420.319336
	Iteration 56Q: 3 clusters Score -963487.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -963497.187500 Penalty: 4420.319336
	Iteration 57Q: 3 clusters Score -963497.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -963509.687500 Penalty: 4420.319336
	Iteration 58Q: 3 clusters Score -963509.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -963516.312500 Penalty: 4420.319336
	Iteration 59Q: 3 clusters Score -963516.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -963526.625000 Penalty: 4420.319336
	Iteration 60F: 3 clusters Score -963526.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -963529.687500 Penalty: 4420.319336
	Iteration 61Q: 3 clusters Score -963529.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -963531.562500 Penalty: 4420.319336
	Iteration 62Q: 3 clusters Score -963531.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -963533.562500 Penalty: 4420.319336
	Iteration 63Q: 3 clusters Score -963533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -963535.437500 Penalty: 4420.319336
	Iteration 64Q: 3 clusters Score -963535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -963540.062500 Penalty: 4420.319336
	Iteration 65Q: 3 clusters Score -963540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -963543.437500 Penalty: 4420.319336
	Iteration 66Q: 3 clusters Score -963543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -963545.687500 Penalty: 4420.319336
	Iteration 67Q: 3 clusters Score -963545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -963548.125000 Penalty: 4420.319336
	Iteration 68Q: 3 clusters Score -963548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -963548.000000 Penalty: 4420.319336
	Iteration 69Q: 3 clusters Score -963548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -963551.500000 Penalty: 4420.319336
	Iteration 70Q: 3 clusters Score -963551.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -963551.625000 Penalty: 4420.319336
	Iteration 71Q: 3 clusters Score -963551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -963553.312500 Penalty: 4420.319336
	Iteration 72Q: 3 clusters Score -963553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -963557.750000 Penalty: 4420.319336
	Iteration 73Q: 3 clusters Score -963557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -963560.375000 Penalty: 4420.319336
	Iteration 74Q: 3 clusters Score -963560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -963559.437500 Penalty: 4420.319336
	Iteration 75Q: 3 clusters Score -963559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -963560.875000 Penalty: 4420.319336
	Iteration 76Q: 3 clusters Score -963560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -963562.750000 Penalty: 4420.319336
	Iteration 77Q: 3 clusters Score -963562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -963564.625000 Penalty: 4420.319336
	Iteration 78Q: 3 clusters Score -963564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -963563.750000 Penalty: 4420.319336
	Iteration 79Q: 3 clusters Score -963563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -963565.750000 Penalty: 4420.319336
	Iteration 80F: 3 clusters Score -963565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -298554.093750 Penalty: 1911.351562
	Iteration 0F: 2 clusters Score -298554.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -295763.031250 Penalty: 3822.703125
	Iteration 0F: 3 clusters Score -295763 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -296238.156250 Penalty: 3822.703125
	Iteration 1F: 3 clusters Score -296238.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -296413.218750 Penalty: 3822.703125
	Iteration 2F: 3 clusters Score -296413.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -296483.031250 Penalty: 3822.703125
	Iteration 3Q: 3 clusters Score -296483 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -296536.281250 Penalty: 3822.703125
	Iteration 4Q: 3 clusters Score -296536.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -296572.000000 Penalty: 3822.703125
	Iteration 5Q: 3 clusters Score -296572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -296602.000000 Penalty: 3822.703125
	Iteration 6Q: 3 clusters Score -296602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -296622.937500 Penalty: 3822.703125
	Iteration 7Q: 3 clusters Score -296622.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -296640.437500 Penalty: 3822.703125
	Iteration 8Q: 3 clusters Score -296640.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -296653.781250 Penalty: 3822.703125
	Iteration 9Q: 3 clusters Score -296653.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -296666.968750 Penalty: 3822.703125
	Iteration 10Q: 3 clusters Score -296667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -296677.656250 Penalty: 3822.703125
	Iteration 11Q: 3 clusters Score -296677.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -296692.812500 Penalty: 3822.703125
	Iteration 12Q: 3 clusters Score -296692.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -296703.437500 Penalty: 3822.703125
	Iteration 13Q: 3 clusters Score -296703.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -296710.000000 Penalty: 3822.703125
	Iteration 14Q: 3 clusters Score -296710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -296715.531250 Penalty: 3822.703125
	Iteration 15Q: 3 clusters Score -296715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -296716.843750 Penalty: 3822.703125
	Iteration 16Q: 3 clusters Score -296716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -296717.468750 Penalty: 3822.703125
	Iteration 17Q: 3 clusters Score -296717.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -296717.468750 Penalty: 3822.703125
	Iteration 18F: 3 clusters Score -296717.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Entering Unmasked Estep 
Score: -641858.000000 Penalty: 2098.758789
	Iteration 0F: 2 clusters Score -641858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -637523.187500 Penalty: 4197.517578
	Iteration 0F: 3 clusters Score -637523.2 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -638531.687500 Penalty: 4197.517578
	Iteration 1F: 3 clusters Score -638531.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -638692.750000 Penalty: 4197.517578
	Iteration 2F: 3 clusters Score -638692.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -638781.937500 Penalty: 4197.517578
	Iteration 3Q: 3 clusters Score -638781.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -638853.062500 Penalty: 4197.517578
	Iteration 4Q: 3 clusters Score -638853.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -638909.500000 Penalty: 4197.517578
	Iteration 5Q: 3 clusters Score -638909.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -638960.125000 Penalty: 4197.517578
	Iteration 6Q: 3 clusters Score -638960.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -639001.250000 Penalty: 4197.517578
	Iteration 7Q: 3 clusters Score -639001.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -639038.687500 Penalty: 4197.517578
	Iteration 8Q: 3 clusters Score -639038.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -639072.500000 Penalty: 4197.517578
	Iteration 9Q: 3 clusters Score -639072.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -639103.250000 Penalty: 4197.517578
	Iteration 10Q: 3 clusters Score -639103.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -639128.875000 Penalty: 4197.517578
	Iteration 11Q: 3 clusters Score -639128.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -639160.437500 Penalty: 4197.517578
	Iteration 12Q: 3 clusters Score -639160.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -639193.125000 Penalty: 4197.517578
	Iteration 13Q: 3 clusters Score -639193.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -639225.812500 Penalty: 4197.517578
	Iteration 14Q: 3 clusters Score -639225.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -639263.687500 Penalty: 4197.517578
	Iteration 15Q: 3 clusters Score -639263.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -639303.687500 Penalty: 4197.517578
	Iteration 16Q: 3 clusters Score -639303.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -639340.312500 Penalty: 4197.517578
	Iteration 17Q: 3 clusters Score -639340.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -639380.625000 Penalty: 4197.517578
	Iteration 18Q: 3 clusters Score -639380.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -639423.250000 Penalty: 4197.517578
	Iteration 19Q: 3 clusters Score -639423.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -639462.875000 Penalty: 4197.517578
	Iteration 20F: 3 clusters Score -639462.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -639502.750000 Penalty: 4197.517578
	Iteration 21Q: 3 clusters Score -639502.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -639538.625000 Penalty: 4197.517578
	Iteration 22Q: 3 clusters Score -639538.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -639580.062500 Penalty: 4197.517578
	Iteration 23Q: 3 clusters Score -639580.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -639624.062500 Penalty: 4197.517578
	Iteration 24Q: 3 clusters Score -639624.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -639662.500000 Penalty: 4197.517578
	Iteration 25Q: 3 clusters Score -639662.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -639701.250000 Penalty: 4197.517578
	Iteration 26Q: 3 clusters Score -639701.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -639734.687500 Penalty: 4197.517578
	Iteration 27Q: 3 clusters Score -639734.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -639760.812500 Penalty: 4197.517578
	Iteration 28Q: 3 clusters Score -639760.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -639782.500000 Penalty: 4197.517578
	Iteration 29Q: 3 clusters Score -639782.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -639796.187500 Penalty: 4197.517578
	Iteration 30Q: 3 clusters Score -639796.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -639817.125000 Penalty: 4197.517578
	Iteration 31Q: 3 clusters Score -639817.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -639834.687500 Penalty: 4197.517578
	Iteration 32Q: 3 clusters Score -639834.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -639855.750000 Penalty: 4197.517578
	Iteration 33Q: 3 clusters Score -639855.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -639872.500000 Penalty: 4197.517578
	Iteration 34Q: 3 clusters Score -639872.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -639889.812500 Penalty: 4197.517578
	Iteration 35Q: 3 clusters Score -639889.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -639909.625000 Penalty: 4197.517578
	Iteration 36Q: 3 clusters Score -639909.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -639934.875000 Penalty: 4197.517578
	Iteration 37Q: 3 clusters Score -639934.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -639966.312500 Penalty: 4197.517578
	Iteration 38Q: 3 clusters Score -639966.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -639996.125000 Penalty: 4197.517578
	Iteration 39Q: 3 clusters Score -639996.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -640021.250000 Penalty: 4197.517578
	Iteration 40F: 3 clusters Score -640021.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -640040.375000 Penalty: 4197.517578
	Iteration 41Q: 3 clusters Score -640040.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -640067.625000 Penalty: 4197.517578
	Iteration 42Q: 3 clusters Score -640067.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -640082.125000 Penalty: 4197.517578
	Iteration 43Q: 3 clusters Score -640082.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -640092.687500 Penalty: 4197.517578
	Iteration 44Q: 3 clusters Score -640092.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -640096.937500 Penalty: 4197.517578
	Iteration 45Q: 3 clusters Score -640096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -640101.000000 Penalty: 4197.517578
	Iteration 46Q: 3 clusters Score -640101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -640104.750000 Penalty: 4197.517578
	Iteration 47Q: 3 clusters Score -640104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -640109.375000 Penalty: 4197.517578
	Iteration 48Q: 3 clusters Score -640109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -640111.250000 Penalty: 4197.517578
	Iteration 49Q: 3 clusters Score -640111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -640112.562500 Penalty: 4197.517578
	Iteration 50Q: 3 clusters Score -640112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -640113.812500 Penalty: 4197.517578
	Iteration 51Q: 3 clusters Score -640113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -640114.437500 Penalty: 4197.517578
	Iteration 52Q: 3 clusters Score -640114.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -640114.437500 Penalty: 4197.517578
	Iteration 53F: 3 clusters Score -640114.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173403 members 
Entering Unmasked Estep 
Score: -23241906.000000 Penalty: 2991.716553
	Iteration 0F: 2 clusters Score -2.324191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -23127636.000000 Penalty: 5983.433105
	Iteration 0F: 3 clusters Score -2.312764e+07 nChanged 83413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 84059 members 
Entering Unmasked Estep 
Score: -23176032.000000 Penalty: 5983.433105
	Iteration 1F: 3 clusters Score -2.317603e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -23177054.000000 Penalty: 5983.433105
	Iteration 2Q: 3 clusters Score -2.317705e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93677 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -23178716.000000 Penalty: 5983.433105
	Iteration 3Q: 3 clusters Score -2.317872e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 75627 members 
Entering Unmasked Estep 
Score: -23181364.000000 Penalty: 5983.433105
	Iteration 4Q: 3 clusters Score -2.318136e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -23185212.000000 Penalty: 5983.433105
	Iteration 5Q: 3 clusters Score -2.318521e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112808 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -23191546.000000 Penalty: 5983.433105
	Iteration 6F: 3 clusters Score -2.319155e+07 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124057 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -23201050.000000 Penalty: 5983.433105
	Iteration 7F: 3 clusters Score -2.320105e+07 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136054 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -23212156.000000 Penalty: 5983.433105
	Iteration 8F: 3 clusters Score -2.321216e+07 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146817 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -23222328.000000 Penalty: 5983.433105
	Iteration 9F: 3 clusters Score -2.322233e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154561 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -23229474.000000 Penalty: 5983.433105
	Iteration 10Q: 3 clusters Score -2.322947e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159501 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -23234226.000000 Penalty: 5983.433105
	Iteration 11Q: 3 clusters Score -2.323423e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162465 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -23236830.000000 Penalty: 5983.433105
	Iteration 12Q: 3 clusters Score -2.323683e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164393 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -23238098.000000 Penalty: 5983.433105
	Iteration 13Q: 3 clusters Score -2.32381e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165785 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -23238914.000000 Penalty: 5983.433105
	Iteration 14Q: 3 clusters Score -2.323891e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166807 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -23239216.000000 Penalty: 5983.433105
	Iteration 15Q: 3 clusters Score -2.323922e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167610 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -23239486.000000 Penalty: 5983.433105
	Iteration 16Q: 3 clusters Score -2.323949e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168288 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -23239600.000000 Penalty: 5983.433105
	Iteration 17Q: 3 clusters Score -2.32396e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168882 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -23239708.000000 Penalty: 5983.433105
	Iteration 18Q: 3 clusters Score -2.323971e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169344 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -23239838.000000 Penalty: 5983.433105
	Iteration 19Q: 3 clusters Score -2.323984e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169681 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -23239914.000000 Penalty: 5983.433105
	Iteration 20F: 3 clusters Score -2.323991e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169969 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -23239974.000000 Penalty: 5983.433105
	Iteration 21Q: 3 clusters Score -2.323997e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170207 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -23239980.000000 Penalty: 5983.433105
	Iteration 22Q: 3 clusters Score -2.323998e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170401 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -23239982.000000 Penalty: 5983.433105
	Iteration 23Q: 3 clusters Score -2.323998e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170557 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -23239998.000000 Penalty: 5983.433105
	Iteration 24Q: 3 clusters Score -2.324e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170691 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -23239978.000000 Penalty: 5983.433105
	Iteration 25Q: 3 clusters Score -2.323998e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170801 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -23239994.000000 Penalty: 5983.433105
	Iteration 26Q: 3 clusters Score -2.323999e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170889 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -23240012.000000 Penalty: 5983.433105
	Iteration 27Q: 3 clusters Score -2.324001e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -23240012.000000 Penalty: 5983.433105
	Iteration 28Q: 3 clusters Score -2.324001e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171006 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -23240026.000000 Penalty: 5983.433105
	Iteration 29Q: 3 clusters Score -2.324003e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171040 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -23240038.000000 Penalty: 5983.433105
	Iteration 30Q: 3 clusters Score -2.324004e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171079 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -23240048.000000 Penalty: 5983.433105
	Iteration 31Q: 3 clusters Score -2.324005e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171109 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -23240042.000000 Penalty: 5983.433105
	Iteration 32Q: 3 clusters Score -2.324004e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171140 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -23240032.000000 Penalty: 5983.433105
	Iteration 33Q: 3 clusters Score -2.324003e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171170 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -23240036.000000 Penalty: 5983.433105
	Iteration 34Q: 3 clusters Score -2.324004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -23240028.000000 Penalty: 5983.433105
	Iteration 35Q: 3 clusters Score -2.324003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171211 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -23239996.000000 Penalty: 5983.433105
	Iteration 36Q: 3 clusters Score -2.324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171231 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -23240020.000000 Penalty: 5983.433105
	Iteration 37Q: 3 clusters Score -2.324002e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171252 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -23240022.000000 Penalty: 5983.433105
	Iteration 38Q: 3 clusters Score -2.324002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171265 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -23240024.000000 Penalty: 5983.433105
	Iteration 39Q: 3 clusters Score -2.324002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -23240042.000000 Penalty: 5983.433105
	Iteration 40F: 3 clusters Score -2.324004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171289 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -23240052.000000 Penalty: 5983.433105
	Iteration 41Q: 3 clusters Score -2.324005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -23240056.000000 Penalty: 5983.433105
	Iteration 42Q: 3 clusters Score -2.324006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171317 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -23240048.000000 Penalty: 5983.433105
	Iteration 43Q: 3 clusters Score -2.324005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171335 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -23240064.000000 Penalty: 5983.433105
	Iteration 44Q: 3 clusters Score -2.324006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171345 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -23240068.000000 Penalty: 5983.433105
	Iteration 45Q: 3 clusters Score -2.324007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171351 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -23240078.000000 Penalty: 5983.433105
	Iteration 46Q: 3 clusters Score -2.324008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171358 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -23240086.000000 Penalty: 5983.433105
	Iteration 47Q: 3 clusters Score -2.324009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171365 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -23240098.000000 Penalty: 5983.433105
	Iteration 48Q: 3 clusters Score -2.32401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -23240094.000000 Penalty: 5983.433105
	Iteration 49Q: 3 clusters Score -2.324009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -23240092.000000 Penalty: 5983.433105
	Iteration 50Q: 3 clusters Score -2.324009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171397 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -23240072.000000 Penalty: 5983.433105
	Iteration 51Q: 3 clusters Score -2.324007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171415 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -23240076.000000 Penalty: 5983.433105
	Iteration 52Q: 3 clusters Score -2.324008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171427 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -23240074.000000 Penalty: 5983.433105
	Iteration 53Q: 3 clusters Score -2.324007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171435 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -23240076.000000 Penalty: 5983.433105
	Iteration 54Q: 3 clusters Score -2.324008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171442 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -23240074.000000 Penalty: 5983.433105
	Iteration 55Q: 3 clusters Score -2.324007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171447 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -23240088.000000 Penalty: 5983.433105
	Iteration 56Q: 3 clusters Score -2.324009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171451 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -23240068.000000 Penalty: 5983.433105
	Iteration 57Q: 3 clusters Score -2.324007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171454 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -23240056.000000 Penalty: 5983.433105
	Iteration 58Q: 3 clusters Score -2.324006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171456 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -23240058.000000 Penalty: 5983.433105
	Iteration 59Q: 3 clusters Score -2.324006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171458 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -23240070.000000 Penalty: 5983.433105
	Iteration 60F: 3 clusters Score -2.324007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171458 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -23240074.000000 Penalty: 5983.433105
	Iteration 61Q: 3 clusters Score -2.324007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171460 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -23240070.000000 Penalty: 5983.433105
	Iteration 62Q: 3 clusters Score -2.324007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171461 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -23240076.000000 Penalty: 5983.433105
	Iteration 63Q: 3 clusters Score -2.324008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171462 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -23240078.000000 Penalty: 5983.433105
	Iteration 64Q: 3 clusters Score -2.324008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171462 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -23240068.000000 Penalty: 5983.433105
	Iteration 65Q: 3 clusters Score -2.324007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171462 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -23240068.000000 Penalty: 5983.433105
	Iteration 66F: 3 clusters Score -2.324007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -56723.410156 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -56723.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55258.808594 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -55258.81 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55447.484375 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -55447.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55490.460938 Penalty: 3031.287842
	Iteration 2Q: 3 clusters Score -55490.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55507.187500 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -55507.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55520.722656 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -55520.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55520.722656 Penalty: 3031.287842
	Iteration 5F: 3 clusters Score -55520.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51696.160156 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -51696.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50320.726562 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -50320.73 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50589.214844 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -50589.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50770.089844 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -50770.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50978.265625 Penalty: 3023.529053
	Iteration 3F: 3 clusters Score -50978.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51093.882812 Penalty: 3023.529053
	Iteration 4F: 3 clusters Score -51093.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51153.839844 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -51153.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51218.628906 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -51218.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51290.324219 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -51290.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51321.117188 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -51321.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51329.562500 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -51329.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51376.929688 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -51376.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51422.847656 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -51422.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51489.078125 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -51489.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51591.851562 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -51591.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51595.496094 Penalty: 3023.529053
	Iteration 14Q: 3 clusters Score -51595.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51602.761719 Penalty: 3023.529053
	Iteration 15Q: 3 clusters Score -51602.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51602.761719 Penalty: 3023.529053
	Iteration 16F: 3 clusters Score -51602.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -358275.968750 Penalty: 1971.111938
	Iteration 0F: 2 clusters Score -358276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -355098.312500 Penalty: 3942.223877
	Iteration 0F: 3 clusters Score -355098.3 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -355843.656250 Penalty: 3942.223877
	Iteration 1F: 3 clusters Score -355843.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -356114.843750 Penalty: 3942.223877
	Iteration 2F: 3 clusters Score -356114.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -356336.437500 Penalty: 3942.223877
	Iteration 3F: 3 clusters Score -356336.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -356515.187500 Penalty: 3942.223877
	Iteration 4F: 3 clusters Score -356515.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -356675.500000 Penalty: 3942.223877
	Iteration 5F: 3 clusters Score -356675.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -356869.625000 Penalty: 3942.223877
	Iteration 6F: 3 clusters Score -356869.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -357090.343750 Penalty: 3942.223877
	Iteration 7Q: 3 clusters Score -357090.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -357334.031250 Penalty: 3942.223877
	Iteration 8F: 3 clusters Score -357334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -357549.718750 Penalty: 3942.223877
	Iteration 9Q: 3 clusters Score -357549.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -357655.781250 Penalty: 3942.223877
	Iteration 10Q: 3 clusters Score -357655.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -357719.593750 Penalty: 3942.223877
	Iteration 11Q: 3 clusters Score -357719.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -357754.781250 Penalty: 3942.223877
	Iteration 12Q: 3 clusters Score -357754.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -357771.125000 Penalty: 3942.223877
	Iteration 13Q: 3 clusters Score -357771.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -357782.218750 Penalty: 3942.223877
	Iteration 14Q: 3 clusters Score -357782.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -357789.968750 Penalty: 3942.223877
	Iteration 15Q: 3 clusters Score -357790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -357789.968750 Penalty: 3942.223877
	Iteration 16F: 3 clusters Score -357790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -326982.718750 Penalty: 1944.885132
	Iteration 0F: 2 clusters Score -326982.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -323979.781250 Penalty: 3889.770264
	Iteration 0F: 3 clusters Score -323979.8 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -324613.531250 Penalty: 3889.770264
	Iteration 1F: 3 clusters Score -324613.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -324793.500000 Penalty: 3889.770264
	Iteration 2F: 3 clusters Score -324793.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -324941.343750 Penalty: 3889.770264
	Iteration 3F: 3 clusters Score -324941.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -325054.531250 Penalty: 3889.770264
	Iteration 4Q: 3 clusters Score -325054.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -325164.531250 Penalty: 3889.770264
	Iteration 5Q: 3 clusters Score -325164.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -325281.406250 Penalty: 3889.770264
	Iteration 6Q: 3 clusters Score -325281.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -325390.812500 Penalty: 3889.770264
	Iteration 7Q: 3 clusters Score -325390.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -325506.406250 Penalty: 3889.770264
	Iteration 8Q: 3 clusters Score -325506.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -325616.187500 Penalty: 3889.770264
	Iteration 9Q: 3 clusters Score -325616.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -325717.312500 Penalty: 3889.770264
	Iteration 10Q: 3 clusters Score -325717.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -325823.625000 Penalty: 3889.770264
	Iteration 11Q: 3 clusters Score -325823.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -325924.625000 Penalty: 3889.770264
	Iteration 12Q: 3 clusters Score -325924.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -325991.406250 Penalty: 3889.770264
	Iteration 13Q: 3 clusters Score -325991.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -326033.906250 Penalty: 3889.770264
	Iteration 14Q: 3 clusters Score -326033.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -326062.812500 Penalty: 3889.770264
	Iteration 15Q: 3 clusters Score -326062.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -326084.312500 Penalty: 3889.770264
	Iteration 16Q: 3 clusters Score -326084.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -326093.343750 Penalty: 3889.770264
	Iteration 17Q: 3 clusters Score -326093.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -326096.187500 Penalty: 3889.770264
	Iteration 18Q: 3 clusters Score -326096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -326098.250000 Penalty: 3889.770264
	Iteration 19Q: 3 clusters Score -326098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -326098.250000 Penalty: 3889.770264
	Iteration 20F: 3 clusters Score -326098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Entering Unmasked Estep 
Score: -3911548.750000 Penalty: 2546.418945
	Iteration 0F: 2 clusters Score -3911549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3891624.750000 Penalty: 5092.837891
	Iteration 0F: 3 clusters Score -3891625 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3899502.000000 Penalty: 5092.837891
	Iteration 1F: 3 clusters Score -3899502 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3900963.500000 Penalty: 5092.837891
	Iteration 2F: 3 clusters Score -3900964 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3902572.750000 Penalty: 5092.837891
	Iteration 3F: 3 clusters Score -3902573 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3904274.500000 Penalty: 5092.837891
	Iteration 4F: 3 clusters Score -3904274 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3905879.250000 Penalty: 5092.837891
	Iteration 5F: 3 clusters Score -3905879 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3907239.250000 Penalty: 5092.837891
	Iteration 6F: 3 clusters Score -3907239 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3908204.500000 Penalty: 5092.837891
	Iteration 7F: 3 clusters Score -3908204 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3908915.250000 Penalty: 5092.837891
	Iteration 8Q: 3 clusters Score -3908915 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3909459.750000 Penalty: 5092.837891
	Iteration 9Q: 3 clusters Score -3909460 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3909870.000000 Penalty: 5092.837891
	Iteration 10Q: 3 clusters Score -3909870 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3910144.500000 Penalty: 5092.837891
	Iteration 11Q: 3 clusters Score -3910144 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3910332.250000 Penalty: 5092.837891
	Iteration 12Q: 3 clusters Score -3910332 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3910484.500000 Penalty: 5092.837891
	Iteration 13Q: 3 clusters Score -3910484 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3910599.500000 Penalty: 5092.837891
	Iteration 14Q: 3 clusters Score -3910600 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3910674.750000 Penalty: 5092.837891
	Iteration 15Q: 3 clusters Score -3910675 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3910705.250000 Penalty: 5092.837891
	Iteration 16Q: 3 clusters Score -3910705 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3910745.250000 Penalty: 5092.837891
	Iteration 17Q: 3 clusters Score -3910745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3910777.500000 Penalty: 5092.837891
	Iteration 18Q: 3 clusters Score -3910778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3910803.250000 Penalty: 5092.837891
	Iteration 19Q: 3 clusters Score -3910803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3910821.250000 Penalty: 5092.837891
	Iteration 20F: 3 clusters Score -3910821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3910850.500000 Penalty: 5092.837891
	Iteration 21Q: 3 clusters Score -3910850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3910867.750000 Penalty: 5092.837891
	Iteration 22Q: 3 clusters Score -3910868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3910892.000000 Penalty: 5092.837891
	Iteration 23Q: 3 clusters Score -3910892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3910903.250000 Penalty: 5092.837891
	Iteration 24Q: 3 clusters Score -3910903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3910915.000000 Penalty: 5092.837891
	Iteration 25Q: 3 clusters Score -3910915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3910925.250000 Penalty: 5092.837891
	Iteration 26Q: 3 clusters Score -3910925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3910935.750000 Penalty: 5092.837891
	Iteration 27Q: 3 clusters Score -3910936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3910935.500000 Penalty: 5092.837891
	Iteration 28Q: 3 clusters Score -3910936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3910942.750000 Penalty: 5092.837891
	Iteration 29Q: 3 clusters Score -3910943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3910953.750000 Penalty: 5092.837891
	Iteration 30Q: 3 clusters Score -3910954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3910955.000000 Penalty: 5092.837891
	Iteration 31Q: 3 clusters Score -3910955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3910953.500000 Penalty: 5092.837891
	Iteration 32Q: 3 clusters Score -3910954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3910962.500000 Penalty: 5092.837891
	Iteration 33Q: 3 clusters Score -3910962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3910962.750000 Penalty: 5092.837891
	Iteration 34Q: 3 clusters Score -3910963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3910960.000000 Penalty: 5092.837891
	Iteration 35Q: 3 clusters Score -3910960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3910962.250000 Penalty: 5092.837891
	Iteration 36Q: 3 clusters Score -3910962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3910967.250000 Penalty: 5092.837891
	Iteration 37Q: 3 clusters Score -3910967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3910966.000000 Penalty: 5092.837891
	Iteration 38Q: 3 clusters Score -3910966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3910964.000000 Penalty: 5092.837891
	Iteration 39Q: 3 clusters Score -3910964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3910963.750000 Penalty: 5092.837891
	Iteration 40F: 3 clusters Score -3910964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Entering Unmasked Estep 
Score: -3637426.000000 Penalty: 2533.412842
	Iteration 0F: 2 clusters Score -3637426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3618709.250000 Penalty: 5066.825684
	Iteration 0F: 3 clusters Score -3618709 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3625182.000000 Penalty: 5066.825684
	Iteration 1F: 3 clusters Score -3625182 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3625646.750000 Penalty: 5066.825684
	Iteration 2Q: 3 clusters Score -3625647 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3626088.500000 Penalty: 5066.825684
	Iteration 3Q: 3 clusters Score -3626088 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3626493.250000 Penalty: 5066.825684
	Iteration 4Q: 3 clusters Score -3626493 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3626890.750000 Penalty: 5066.825684
	Iteration 5Q: 3 clusters Score -3626891 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3627281.250000 Penalty: 5066.825684
	Iteration 6Q: 3 clusters Score -3627281 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3627631.750000 Penalty: 5066.825684
	Iteration 7Q: 3 clusters Score -3627632 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3628004.250000 Penalty: 5066.825684
	Iteration 8Q: 3 clusters Score -3628004 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3628471.500000 Penalty: 5066.825684
	Iteration 9Q: 3 clusters Score -3628472 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3628978.750000 Penalty: 5066.825684
	Iteration 10Q: 3 clusters Score -3628979 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -3629651.500000 Penalty: 5066.825684
	Iteration 11Q: 3 clusters Score -3629652 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3630430.500000 Penalty: 5066.825684
	Iteration 12Q: 3 clusters Score -3630430 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3631202.000000 Penalty: 5066.825684
	Iteration 13Q: 3 clusters Score -3631202 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3631751.750000 Penalty: 5066.825684
	Iteration 14Q: 3 clusters Score -3631752 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3632103.250000 Penalty: 5066.825684
	Iteration 15Q: 3 clusters Score -3632103 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3632345.500000 Penalty: 5066.825684
	Iteration 16Q: 3 clusters Score -3632346 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3632524.000000 Penalty: 5066.825684
	Iteration 17Q: 3 clusters Score -3632524 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3632719.250000 Penalty: 5066.825684
	Iteration 18Q: 3 clusters Score -3632719 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3632898.000000 Penalty: 5066.825684
	Iteration 19Q: 3 clusters Score -3632898 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3633064.000000 Penalty: 5066.825684
	Iteration 20F: 3 clusters Score -3633064 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -3633256.000000 Penalty: 5066.825684
	Iteration 21Q: 3 clusters Score -3633256 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3633469.500000 Penalty: 5066.825684
	Iteration 22Q: 3 clusters Score -3633470 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3633664.500000 Penalty: 5066.825684
	Iteration 23Q: 3 clusters Score -3633664 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3633807.750000 Penalty: 5066.825684
	Iteration 24Q: 3 clusters Score -3633808 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3633948.750000 Penalty: 5066.825684
	Iteration 25Q: 3 clusters Score -3633949 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3634067.500000 Penalty: 5066.825684
	Iteration 26Q: 3 clusters Score -3634068 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3634174.500000 Penalty: 5066.825684
	Iteration 27Q: 3 clusters Score -3634174 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3634235.250000 Penalty: 5066.825684
	Iteration 28Q: 3 clusters Score -3634235 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3634323.500000 Penalty: 5066.825684
	Iteration 29Q: 3 clusters Score -3634324 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3634407.250000 Penalty: 5066.825684
	Iteration 30Q: 3 clusters Score -3634407 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3634473.750000 Penalty: 5066.825684
	Iteration 31Q: 3 clusters Score -3634474 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3634548.750000 Penalty: 5066.825684
	Iteration 32Q: 3 clusters Score -3634549 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3634602.250000 Penalty: 5066.825684
	Iteration 33Q: 3 clusters Score -3634602 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3634645.750000 Penalty: 5066.825684
	Iteration 34Q: 3 clusters Score -3634646 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3634695.500000 Penalty: 5066.825684
	Iteration 35Q: 3 clusters Score -3634696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3634744.500000 Penalty: 5066.825684
	Iteration 36Q: 3 clusters Score -3634744 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3634773.000000 Penalty: 5066.825684
	Iteration 37Q: 3 clusters Score -3634773 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3634804.750000 Penalty: 5066.825684
	Iteration 38Q: 3 clusters Score -3634805 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3634846.750000 Penalty: 5066.825684
	Iteration 39Q: 3 clusters Score -3634847 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3634889.750000 Penalty: 5066.825684
	Iteration 40F: 3 clusters Score -3634890 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3634917.500000 Penalty: 5066.825684
	Iteration 41Q: 3 clusters Score -3634918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3634940.000000 Penalty: 5066.825684
	Iteration 42Q: 3 clusters Score -3634940 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3634962.750000 Penalty: 5066.825684
	Iteration 43Q: 3 clusters Score -3634963 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3634995.250000 Penalty: 5066.825684
	Iteration 44Q: 3 clusters Score -3634995 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3635033.000000 Penalty: 5066.825684
	Iteration 45Q: 3 clusters Score -3635033 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3635060.750000 Penalty: 5066.825684
	Iteration 46Q: 3 clusters Score -3635061 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3635082.000000 Penalty: 5066.825684
	Iteration 47Q: 3 clusters Score -3635082 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3635104.500000 Penalty: 5066.825684
	Iteration 48Q: 3 clusters Score -3635104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3635120.500000 Penalty: 5066.825684
	Iteration 49Q: 3 clusters Score -3635120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3635155.250000 Penalty: 5066.825684
	Iteration 50Q: 3 clusters Score -3635155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3635168.250000 Penalty: 5066.825684
	Iteration 51Q: 3 clusters Score -3635168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3635171.750000 Penalty: 5066.825684
	Iteration 52Q: 3 clusters Score -3635172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3635183.000000 Penalty: 5066.825684
	Iteration 53Q: 3 clusters Score -3635183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3635191.750000 Penalty: 5066.825684
	Iteration 54Q: 3 clusters Score -3635192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3635215.000000 Penalty: 5066.825684
	Iteration 55Q: 3 clusters Score -3635215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3635216.000000 Penalty: 5066.825684
	Iteration 56Q: 3 clusters Score -3635216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3635217.750000 Penalty: 5066.825684
	Iteration 57Q: 3 clusters Score -3635218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3635219.500000 Penalty: 5066.825684
	Iteration 58Q: 3 clusters Score -3635220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3635219.250000 Penalty: 5066.825684
	Iteration 59Q: 3 clusters Score -3635219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3635220.000000 Penalty: 5066.825684
	Iteration 60F: 3 clusters Score -3635220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3635223.500000 Penalty: 5066.825684
	Iteration 61Q: 3 clusters Score -3635224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3635225.250000 Penalty: 5066.825684
	Iteration 62Q: 3 clusters Score -3635225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3635231.500000 Penalty: 5066.825684
	Iteration 63Q: 3 clusters Score -3635232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3635236.000000 Penalty: 5066.825684
	Iteration 64Q: 3 clusters Score -3635236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3635251.500000 Penalty: 5066.825684
	Iteration 65Q: 3 clusters Score -3635252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3635251.250000 Penalty: 5066.825684
	Iteration 66Q: 3 clusters Score -3635251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3635254.000000 Penalty: 5066.825684
	Iteration 67Q: 3 clusters Score -3635254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3635261.500000 Penalty: 5066.825684
	Iteration 68Q: 3 clusters Score -3635262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3635267.250000 Penalty: 5066.825684
	Iteration 69Q: 3 clusters Score -3635267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3635272.000000 Penalty: 5066.825684
	Iteration 70Q: 3 clusters Score -3635272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3635269.500000 Penalty: 5066.825684
	Iteration 71Q: 3 clusters Score -3635270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3635272.000000 Penalty: 5066.825684
	Iteration 72Q: 3 clusters Score -3635272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3635275.750000 Penalty: 5066.825684
	Iteration 73Q: 3 clusters Score -3635276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3635276.750000 Penalty: 5066.825684
	Iteration 74Q: 3 clusters Score -3635277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3635280.750000 Penalty: 5066.825684
	Iteration 75Q: 3 clusters Score -3635281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3635284.750000 Penalty: 5066.825684
	Iteration 76Q: 3 clusters Score -3635285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3635291.000000 Penalty: 5066.825684
	Iteration 77Q: 3 clusters Score -3635291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3635293.750000 Penalty: 5066.825684
	Iteration 78Q: 3 clusters Score -3635294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3635305.000000 Penalty: 5066.825684
	Iteration 79Q: 3 clusters Score -3635305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3635305.750000 Penalty: 5066.825684
	Iteration 80F: 3 clusters Score -3635306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3635300.000000 Penalty: 5066.825684
	Iteration 81Q: 3 clusters Score -3635300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3635300.000000 Penalty: 5066.825684
	Iteration 82Q: 3 clusters Score -3635300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3635298.750000 Penalty: 5066.825684
	Iteration 83Q: 3 clusters Score -3635299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3635294.000000 Penalty: 5066.825684
	Iteration 84Q: 3 clusters Score -3635294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3635293.250000 Penalty: 5066.825684
	Iteration 85Q: 3 clusters Score -3635293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3635294.000000 Penalty: 5066.825684
	Iteration 86Q: 3 clusters Score -3635294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3635294.000000 Penalty: 5066.825684
	Iteration 87F: 3 clusters Score -3635294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -431030.156250 Penalty: 1992.025269
	Iteration 0F: 2 clusters Score -431030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -427653.000000 Penalty: 3984.050537
	Iteration 0F: 3 clusters Score -427653 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -428355.750000 Penalty: 3984.050537
	Iteration 1F: 3 clusters Score -428355.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -428509.437500 Penalty: 3984.050537
	Iteration 2F: 3 clusters Score -428509.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -428599.062500 Penalty: 3984.050537
	Iteration 3Q: 3 clusters Score -428599.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -428653.406250 Penalty: 3984.050537
	Iteration 4Q: 3 clusters Score -428653.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -428697.531250 Penalty: 3984.050537
	Iteration 5Q: 3 clusters Score -428697.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -428720.656250 Penalty: 3984.050537
	Iteration 6Q: 3 clusters Score -428720.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -428738.031250 Penalty: 3984.050537
	Iteration 7Q: 3 clusters Score -428738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -428749.156250 Penalty: 3984.050537
	Iteration 8Q: 3 clusters Score -428749.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -428757.562500 Penalty: 3984.050537
	Iteration 9Q: 3 clusters Score -428757.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -428766.093750 Penalty: 3984.050537
	Iteration 10Q: 3 clusters Score -428766.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -428772.093750 Penalty: 3984.050537
	Iteration 11Q: 3 clusters Score -428772.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -428775.656250 Penalty: 3984.050537
	Iteration 12Q: 3 clusters Score -428775.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -428781.031250 Penalty: 3984.050537
	Iteration 13Q: 3 clusters Score -428781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -428784.375000 Penalty: 3984.050537
	Iteration 14Q: 3 clusters Score -428784.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -428788.687500 Penalty: 3984.050537
	Iteration 15Q: 3 clusters Score -428788.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -428790.593750 Penalty: 3984.050537
	Iteration 16Q: 3 clusters Score -428790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -428792.625000 Penalty: 3984.050537
	Iteration 17Q: 3 clusters Score -428792.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -428792.937500 Penalty: 3984.050537
	Iteration 18Q: 3 clusters Score -428792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -428794.250000 Penalty: 3984.050537
	Iteration 19Q: 3 clusters Score -428794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -428794.406250 Penalty: 3984.050537
	Iteration 20F: 3 clusters Score -428794.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -196636.343750 Penalty: 1811.519897
	Iteration 0F: 2 clusters Score -196636.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -194339.109375 Penalty: 3623.039795
	Iteration 0F: 3 clusters Score -194339.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194695.921875 Penalty: 3623.039795
	Iteration 1F: 3 clusters Score -194695.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -194791.062500 Penalty: 3623.039795
	Iteration 2F: 3 clusters Score -194791.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -194847.984375 Penalty: 3623.039795
	Iteration 3Q: 3 clusters Score -194848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -194889.140625 Penalty: 3623.039795
	Iteration 4Q: 3 clusters Score -194889.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -194913.500000 Penalty: 3623.039795
	Iteration 5Q: 3 clusters Score -194913.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -194926.484375 Penalty: 3623.039795
	Iteration 6Q: 3 clusters Score -194926.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -194936.968750 Penalty: 3623.039795
	Iteration 7Q: 3 clusters Score -194937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -194952.890625 Penalty: 3623.039795
	Iteration 8Q: 3 clusters Score -194952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -194958.593750 Penalty: 3623.039795
	Iteration 9Q: 3 clusters Score -194958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -194964.734375 Penalty: 3623.039795
	Iteration 10Q: 3 clusters Score -194964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -194969.406250 Penalty: 3623.039795
	Iteration 11Q: 3 clusters Score -194969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -194974.281250 Penalty: 3623.039795
	Iteration 12Q: 3 clusters Score -194974.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -194978.593750 Penalty: 3623.039795
	Iteration 13Q: 3 clusters Score -194978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194984.281250 Penalty: 3623.039795
	Iteration 14Q: 3 clusters Score -194984.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -194989.843750 Penalty: 3623.039795
	Iteration 15Q: 3 clusters Score -194989.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -194993.703125 Penalty: 3623.039795
	Iteration 16Q: 3 clusters Score -194993.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -194997.843750 Penalty: 3623.039795
	Iteration 17Q: 3 clusters Score -194997.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -195001.718750 Penalty: 3623.039795
	Iteration 18Q: 3 clusters Score -195001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -195007.781250 Penalty: 3623.039795
	Iteration 19Q: 3 clusters Score -195007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -195010.234375 Penalty: 3623.039795
	Iteration 20F: 3 clusters Score -195010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -195012.359375 Penalty: 3623.039795
	Iteration 21Q: 3 clusters Score -195012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -195013.703125 Penalty: 3623.039795
	Iteration 22Q: 3 clusters Score -195013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -195016.062500 Penalty: 3623.039795
	Iteration 23Q: 3 clusters Score -195016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -195018.171875 Penalty: 3623.039795
	Iteration 24Q: 3 clusters Score -195018.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -195018.171875 Penalty: 3623.039795
	Iteration 25F: 3 clusters Score -195018.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Entering Unmasked Estep 
Score: -5767638.000000 Penalty: 2652.962646
	Iteration 0F: 2 clusters Score -5767638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -5737654.000000 Penalty: 5305.925293
	Iteration 0F: 3 clusters Score -5737654 nChanged 20413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5748771.500000 Penalty: 5305.925293
	Iteration 1F: 3 clusters Score -5748772 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -5749278.000000 Penalty: 5305.925293
	Iteration 2Q: 3 clusters Score -5749278 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -5749727.000000 Penalty: 5305.925293
	Iteration 3Q: 3 clusters Score -5749727 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -5750358.500000 Penalty: 5305.925293
	Iteration 4Q: 3 clusters Score -5750358 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -5751309.500000 Penalty: 5305.925293
	Iteration 5Q: 3 clusters Score -5751310 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -5752827.500000 Penalty: 5305.925293
	Iteration 6F: 3 clusters Score -5752828 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -5755307.500000 Penalty: 5305.925293
	Iteration 7F: 3 clusters Score -5755308 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -5758710.000000 Penalty: 5305.925293
	Iteration 8F: 3 clusters Score -5758710 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5761898.500000 Penalty: 5305.925293
	Iteration 9F: 3 clusters Score -5761898 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -5763864.000000 Penalty: 5305.925293
	Iteration 10Q: 3 clusters Score -5763864 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -5764678.000000 Penalty: 5305.925293
	Iteration 11Q: 3 clusters Score -5764678 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5765006.500000 Penalty: 5305.925293
	Iteration 12Q: 3 clusters Score -5765006 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -5765154.000000 Penalty: 5305.925293
	Iteration 13Q: 3 clusters Score -5765154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -5765244.000000 Penalty: 5305.925293
	Iteration 14Q: 3 clusters Score -5765244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -5765287.500000 Penalty: 5305.925293
	Iteration 15Q: 3 clusters Score -5765288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -5765300.000000 Penalty: 5305.925293
	Iteration 16Q: 3 clusters Score -5765300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -5765318.000000 Penalty: 5305.925293
	Iteration 17Q: 3 clusters Score -5765318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -5765323.000000 Penalty: 5305.925293
	Iteration 18Q: 3 clusters Score -5765323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -5765333.000000 Penalty: 5305.925293
	Iteration 19Q: 3 clusters Score -5765333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -5765332.500000 Penalty: 5305.925293
	Iteration 20F: 3 clusters Score -5765332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -5765341.000000 Penalty: 5305.925293
	Iteration 21Q: 3 clusters Score -5765341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -5765351.000000 Penalty: 5305.925293
	Iteration 22Q: 3 clusters Score -5765351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -5765351.000000 Penalty: 5305.925293
	Iteration 23F: 3 clusters Score -5765351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -371117.250000 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -371117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -367940.406250 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -367940.4 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -368730.875000 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -368730.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -368933.968750 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -368934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -369106.718750 Penalty: 3972.479004
	Iteration 3F: 3 clusters Score -369106.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -369262.312500 Penalty: 3972.479004
	Iteration 4F: 3 clusters Score -369262.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -369390.593750 Penalty: 3972.479004
	Iteration 5Q: 3 clusters Score -369390.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -369500.125000 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -369500.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -369607.625000 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -369607.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -369693.718750 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -369693.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -369778.281250 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -369778.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -369835.812500 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -369835.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -369876.406250 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -369876.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -369902.281250 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -369902.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -369929.843750 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -369929.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -369955.062500 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -369955.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -369988.656250 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -369988.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -370022.187500 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -370022.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -370050.125000 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -370050.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -370073.093750 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -370073.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -370095.687500 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -370095.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -370113.468750 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -370113.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -370129.968750 Penalty: 3972.479004
	Iteration 21Q: 3 clusters Score -370130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -370143.343750 Penalty: 3972.479004
	Iteration 22Q: 3 clusters Score -370143.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -370158.625000 Penalty: 3972.479004
	Iteration 23Q: 3 clusters Score -370158.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -370176.718750 Penalty: 3972.479004
	Iteration 24Q: 3 clusters Score -370176.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -370186.468750 Penalty: 3972.479004
	Iteration 25Q: 3 clusters Score -370186.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -370194.375000 Penalty: 3972.479004
	Iteration 26Q: 3 clusters Score -370194.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -370202.750000 Penalty: 3972.479004
	Iteration 27Q: 3 clusters Score -370202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -370206.218750 Penalty: 3972.479004
	Iteration 28Q: 3 clusters Score -370206.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -370213.062500 Penalty: 3972.479004
	Iteration 29Q: 3 clusters Score -370213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -370220.781250 Penalty: 3972.479004
	Iteration 30Q: 3 clusters Score -370220.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -370232.625000 Penalty: 3972.479004
	Iteration 31Q: 3 clusters Score -370232.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -370258.656250 Penalty: 3972.479004
	Iteration 32Q: 3 clusters Score -370258.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -370277.937500 Penalty: 3972.479004
	Iteration 33Q: 3 clusters Score -370277.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -370297.718750 Penalty: 3972.479004
	Iteration 34Q: 3 clusters Score -370297.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -370317.625000 Penalty: 3972.479004
	Iteration 35Q: 3 clusters Score -370317.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -370330.656250 Penalty: 3972.479004
	Iteration 36Q: 3 clusters Score -370330.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -370338.531250 Penalty: 3972.479004
	Iteration 37Q: 3 clusters Score -370338.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -370344.781250 Penalty: 3972.479004
	Iteration 38Q: 3 clusters Score -370344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -370349.281250 Penalty: 3972.479004
	Iteration 39Q: 3 clusters Score -370349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -370352.250000 Penalty: 3972.479004
	Iteration 40F: 3 clusters Score -370352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -370355.250000 Penalty: 3972.479004
	Iteration 41Q: 3 clusters Score -370355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -370358.500000 Penalty: 3972.479004
	Iteration 42Q: 3 clusters Score -370358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -370361.875000 Penalty: 3972.479004
	Iteration 43Q: 3 clusters Score -370361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -370363.437500 Penalty: 3972.479004
	Iteration 44Q: 3 clusters Score -370363.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -370365.687500 Penalty: 3972.479004
	Iteration 45Q: 3 clusters Score -370365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -370366.500000 Penalty: 3972.479004
	Iteration 46Q: 3 clusters Score -370366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -370366.500000 Penalty: 3972.479004
	Iteration 47F: 3 clusters Score -370366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (194707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194707 members 
Entering Unmasked Estep 
Score: -26051234.000000 Penalty: 3020.454102
	Iteration 0F: 2 clusters Score -2.605123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97679 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -25927632.000000 Penalty: 6040.908203
	Iteration 0F: 3 clusters Score -2.592763e+07 nChanged 93790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -25982660.000000 Penalty: 6040.908203
	Iteration 1F: 3 clusters Score -2.598266e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -25983948.000000 Penalty: 6040.908203
	Iteration 2Q: 3 clusters Score -2.598395e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107850 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -25985694.000000 Penalty: 6040.908203
	Iteration 3Q: 3 clusters Score -2.598569e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113564 members 
Mstep: Class 2 contains 81143 members 
Entering Unmasked Estep 
Score: -25988616.000000 Penalty: 6040.908203
	Iteration 4Q: 3 clusters Score -2.598862e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122086 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -25994070.000000 Penalty: 6040.908203
	Iteration 5Q: 3 clusters Score -2.599407e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133580 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -26003170.000000 Penalty: 6040.908203
	Iteration 6F: 3 clusters Score -2.600317e+07 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -26015406.000000 Penalty: 6040.908203
	Iteration 7F: 3 clusters Score -2.601541e+07 nChanged 13996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161592 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -26028046.000000 Penalty: 6040.908203
	Iteration 8F: 3 clusters Score -2.602805e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173366 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -26037024.000000 Penalty: 6040.908203
	Iteration 9F: 3 clusters Score -2.603702e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181957 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -26042822.000000 Penalty: 6040.908203
	Iteration 10Q: 3 clusters Score -2.604282e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187490 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -26045848.000000 Penalty: 6040.908203
	Iteration 11Q: 3 clusters Score -2.604585e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190493 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -26047016.000000 Penalty: 6040.908203
	Iteration 12Q: 3 clusters Score -2.604702e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192043 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -26047660.000000 Penalty: 6040.908203
	Iteration 13Q: 3 clusters Score -2.604766e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192890 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -26048052.000000 Penalty: 6040.908203
	Iteration 14Q: 3 clusters Score -2.604805e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193349 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -26048228.000000 Penalty: 6040.908203
	Iteration 15Q: 3 clusters Score -2.604823e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193602 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -26048348.000000 Penalty: 6040.908203
	Iteration 16Q: 3 clusters Score -2.604835e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193739 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -26048440.000000 Penalty: 6040.908203
	Iteration 17Q: 3 clusters Score -2.604844e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193835 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -26048518.000000 Penalty: 6040.908203
	Iteration 18Q: 3 clusters Score -2.604852e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193886 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -26048568.000000 Penalty: 6040.908203
	Iteration 19Q: 3 clusters Score -2.604857e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193937 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -26048580.000000 Penalty: 6040.908203
	Iteration 20F: 3 clusters Score -2.604858e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193971 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -26048618.000000 Penalty: 6040.908203
	Iteration 21Q: 3 clusters Score -2.604862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193988 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -26048632.000000 Penalty: 6040.908203
	Iteration 22Q: 3 clusters Score -2.604863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194001 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -26048648.000000 Penalty: 6040.908203
	Iteration 23Q: 3 clusters Score -2.604865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194014 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -26048662.000000 Penalty: 6040.908203
	Iteration 24Q: 3 clusters Score -2.604866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194021 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -26048664.000000 Penalty: 6040.908203
	Iteration 25Q: 3 clusters Score -2.604866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194027 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -26048674.000000 Penalty: 6040.908203
	Iteration 26Q: 3 clusters Score -2.604867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194041 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -26048660.000000 Penalty: 6040.908203
	Iteration 27Q: 3 clusters Score -2.604866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194046 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -26048668.000000 Penalty: 6040.908203
	Iteration 28Q: 3 clusters Score -2.604867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194059 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -26048686.000000 Penalty: 6040.908203
	Iteration 29Q: 3 clusters Score -2.604869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194066 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -26048684.000000 Penalty: 6040.908203
	Iteration 30Q: 3 clusters Score -2.604868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194071 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -26048684.000000 Penalty: 6040.908203
	Iteration 31Q: 3 clusters Score -2.604868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194078 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -26048696.000000 Penalty: 6040.908203
	Iteration 32Q: 3 clusters Score -2.60487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194085 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -26048704.000000 Penalty: 6040.908203
	Iteration 33Q: 3 clusters Score -2.60487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194087 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -26048724.000000 Penalty: 6040.908203
	Iteration 34Q: 3 clusters Score -2.604872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194091 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -26048716.000000 Penalty: 6040.908203
	Iteration 35Q: 3 clusters Score -2.604872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194091 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -26048710.000000 Penalty: 6040.908203
	Iteration 36Q: 3 clusters Score -2.604871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194093 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -26048698.000000 Penalty: 6040.908203
	Iteration 37Q: 3 clusters Score -2.60487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194093 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -26048698.000000 Penalty: 6040.908203
	Iteration 38F: 3 clusters Score -2.60487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Entering Unmasked Estep 
Score: -4336344.000000 Penalty: 2572.004883
	Iteration 0F: 2 clusters Score -4336344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4314545.500000 Penalty: 5144.009766
	Iteration 0F: 3 clusters Score -4314546 nChanged 14476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4322396.000000 Penalty: 5144.009766
	Iteration 1F: 3 clusters Score -4322396 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4322788.000000 Penalty: 5144.009766
	Iteration 2Q: 3 clusters Score -4322788 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -4323102.000000 Penalty: 5144.009766
	Iteration 3Q: 3 clusters Score -4323102 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -4323431.500000 Penalty: 5144.009766
	Iteration 4Q: 3 clusters Score -4323432 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -4323779.500000 Penalty: 5144.009766
	Iteration 5Q: 3 clusters Score -4323780 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4324196.500000 Penalty: 5144.009766
	Iteration 6Q: 3 clusters Score -4324196 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -4324769.500000 Penalty: 5144.009766
	Iteration 7Q: 3 clusters Score -4324770 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -4325587.000000 Penalty: 5144.009766
	Iteration 8Q: 3 clusters Score -4325587 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4326617.000000 Penalty: 5144.009766
	Iteration 9Q: 3 clusters Score -4326617 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -4327821.500000 Penalty: 5144.009766
	Iteration 10F: 3 clusters Score -4327822 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -4329026.500000 Penalty: 5144.009766
	Iteration 11F: 3 clusters Score -4329026 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4329975.000000 Penalty: 5144.009766
	Iteration 12Q: 3 clusters Score -4329975 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -4330651.000000 Penalty: 5144.009766
	Iteration 13Q: 3 clusters Score -4330651 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -4331002.000000 Penalty: 5144.009766
	Iteration 14Q: 3 clusters Score -4331002 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4331184.000000 Penalty: 5144.009766
	Iteration 15Q: 3 clusters Score -4331184 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4331264.000000 Penalty: 5144.009766
	Iteration 16Q: 3 clusters Score -4331264 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -4331342.500000 Penalty: 5144.009766
	Iteration 17Q: 3 clusters Score -4331342 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -4331398.500000 Penalty: 5144.009766
	Iteration 18Q: 3 clusters Score -4331398 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -4331432.500000 Penalty: 5144.009766
	Iteration 19Q: 3 clusters Score -4331432 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4331505.500000 Penalty: 5144.009766
	Iteration 20F: 3 clusters Score -4331506 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -4331532.000000 Penalty: 5144.009766
	Iteration 21Q: 3 clusters Score -4331532 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4331562.500000 Penalty: 5144.009766
	Iteration 22Q: 3 clusters Score -4331562 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4331581.500000 Penalty: 5144.009766
	Iteration 23Q: 3 clusters Score -4331582 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -4331623.000000 Penalty: 5144.009766
	Iteration 24Q: 3 clusters Score -4331623 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -4331647.000000 Penalty: 5144.009766
	Iteration 25Q: 3 clusters Score -4331647 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4331674.000000 Penalty: 5144.009766
	Iteration 26Q: 3 clusters Score -4331674 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -4331700.500000 Penalty: 5144.009766
	Iteration 27Q: 3 clusters Score -4331700 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4331724.000000 Penalty: 5144.009766
	Iteration 28Q: 3 clusters Score -4331724 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -4331736.500000 Penalty: 5144.009766
	Iteration 29Q: 3 clusters Score -4331736 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4331730.500000 Penalty: 5144.009766
	Iteration 30Q: 3 clusters Score -4331730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4331748.500000 Penalty: 5144.009766
	Iteration 31Q: 3 clusters Score -4331748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -4331756.500000 Penalty: 5144.009766
	Iteration 32Q: 3 clusters Score -4331756 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4331775.500000 Penalty: 5144.009766
	Iteration 33Q: 3 clusters Score -4331776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -4331773.000000 Penalty: 5144.009766
	Iteration 34Q: 3 clusters Score -4331773 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -4331789.000000 Penalty: 5144.009766
	Iteration 35Q: 3 clusters Score -4331789 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -4331810.500000 Penalty: 5144.009766
	Iteration 36Q: 3 clusters Score -4331810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -4331815.500000 Penalty: 5144.009766
	Iteration 37Q: 3 clusters Score -4331816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4331835.000000 Penalty: 5144.009766
	Iteration 38Q: 3 clusters Score -4331835 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4331834.000000 Penalty: 5144.009766
	Iteration 39Q: 3 clusters Score -4331834 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -4331837.000000 Penalty: 5144.009766
	Iteration 40F: 3 clusters Score -4331837 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -4331856.500000 Penalty: 5144.009766
	Iteration 41Q: 3 clusters Score -4331856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4331855.500000 Penalty: 5144.009766
	Iteration 42Q: 3 clusters Score -4331856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -4331861.000000 Penalty: 5144.009766
	Iteration 43Q: 3 clusters Score -4331861 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -4331876.000000 Penalty: 5144.009766
	Iteration 44Q: 3 clusters Score -4331876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -4331888.000000 Penalty: 5144.009766
	Iteration 45Q: 3 clusters Score -4331888 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4331898.500000 Penalty: 5144.009766
	Iteration 46Q: 3 clusters Score -4331898 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -4331904.500000 Penalty: 5144.009766
	Iteration 47Q: 3 clusters Score -4331904 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -4331917.500000 Penalty: 5144.009766
	Iteration 48Q: 3 clusters Score -4331918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -4331941.500000 Penalty: 5144.009766
	Iteration 49Q: 3 clusters Score -4331942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -4331942.500000 Penalty: 5144.009766
	Iteration 50Q: 3 clusters Score -4331942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -4331937.500000 Penalty: 5144.009766
	Iteration 51Q: 3 clusters Score -4331938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -4331940.000000 Penalty: 5144.009766
	Iteration 52Q: 3 clusters Score -4331940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4331939.500000 Penalty: 5144.009766
	Iteration 53Q: 3 clusters Score -4331940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -4331958.000000 Penalty: 5144.009766
	Iteration 54Q: 3 clusters Score -4331958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -4331948.500000 Penalty: 5144.009766
	Iteration 55Q: 3 clusters Score -4331948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -4331959.000000 Penalty: 5144.009766
	Iteration 56Q: 3 clusters Score -4331959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -4331953.000000 Penalty: 5144.009766
	Iteration 57Q: 3 clusters Score -4331953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -4331964.000000 Penalty: 5144.009766
	Iteration 58Q: 3 clusters Score -4331964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -4331960.500000 Penalty: 5144.009766
	Iteration 59Q: 3 clusters Score -4331960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -4331962.500000 Penalty: 5144.009766
	Iteration 60F: 3 clusters Score -4331962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4331964.500000 Penalty: 5144.009766
	Iteration 61Q: 3 clusters Score -4331964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -4331964.500000 Penalty: 5144.009766
	Iteration 62Q: 3 clusters Score -4331964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4331966.500000 Penalty: 5144.009766
	Iteration 63Q: 3 clusters Score -4331966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -4331981.000000 Penalty: 5144.009766
	Iteration 64Q: 3 clusters Score -4331981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -4331974.000000 Penalty: 5144.009766
	Iteration 65Q: 3 clusters Score -4331974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -4331972.500000 Penalty: 5144.009766
	Iteration 66Q: 3 clusters Score -4331972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -4331972.500000 Penalty: 5144.009766
	Iteration 67Q: 3 clusters Score -4331972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4331977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -4331986.000000 Penalty: 5144.009766
	Iteration 69Q: 3 clusters Score -4331986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4331994 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -4331992.500000 Penalty: 5144.009766
	Iteration 71Q: 3 clusters Score -4331992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -4331991.500000 Penalty: 5144.009766
	Iteration 72Q: 3 clusters Score -4331992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -4332006.500000 Penalty: 5144.009766
	Iteration 73Q: 3 clusters Score -4332006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4331998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -4331993.500000 Penalty: 5144.009766
	Iteration 75Q: 3 clusters Score -4331994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4331989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -4332011.000000 Penalty: 5144.009766
	Iteration 77Q: 3 clusters Score -4332011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4332006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -4332008.000000 Penalty: 5144.009766
	Iteration 79Q: 3 clusters Score -4332008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -4332023.000000 Penalty: 5144.009766
	Iteration 80F: 3 clusters Score -4332023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4332033 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4332034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -4332031.500000 Penalty: 5144.009766
	Iteration 83Q: 3 clusters Score -4332032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4332031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -4332034.500000 Penalty: 5144.009766
	Iteration 85Q: 3 clusters Score -4332034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -4332036.500000 Penalty: 5144.009766
	Iteration 86Q: 3 clusters Score -4332036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4332041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -4332039.500000 Penalty: 5144.009766
	Iteration 88Q: 3 clusters Score -4332040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4332046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -4332051.500000 Penalty: 5144.009766
	Iteration 90Q: 3 clusters Score -4332052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4332057.000000 Penalty: 5144.009766
	Iteration 91Q: 3 clusters Score -4332057 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4332063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4332082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -4332087.000000 Penalty: 5144.009766
	Iteration 94Q: 3 clusters Score -4332087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4332078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4332089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4332086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4332084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4332094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -4332091.000000 Penalty: 5144.009766
	Iteration 100F: 3 clusters Score -4332091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4332095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4332110.000000 Penalty: 5144.009766
	Iteration 102Q: 3 clusters Score -4332110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4332092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -4332103.000000 Penalty: 5144.009766
	Iteration 104Q: 3 clusters Score -4332103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -4332117.000000 Penalty: 5144.009766
	Iteration 105Q: 3 clusters Score -4332117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -4332123.500000 Penalty: 5144.009766
	Iteration 106Q: 3 clusters Score -4332124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4332124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -4332131.000000 Penalty: 5144.009766
	Iteration 108Q: 3 clusters Score -4332131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -4332137.500000 Penalty: 5144.009766
	Iteration 109Q: 3 clusters Score -4332138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -4332145.000000 Penalty: 5144.009766
	Iteration 110Q: 3 clusters Score -4332145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -4332157.500000 Penalty: 5144.009766
	Iteration 111Q: 3 clusters Score -4332158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -4332154.500000 Penalty: 5144.009766
	Iteration 112Q: 3 clusters Score -4332154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -4332156.000000 Penalty: 5144.009766
	Iteration 113Q: 3 clusters Score -4332156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -4332164.500000 Penalty: 5144.009766
	Iteration 114Q: 3 clusters Score -4332164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -4332166.000000 Penalty: 5144.009766
	Iteration 115Q: 3 clusters Score -4332166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -4332176.000000 Penalty: 5144.009766
	Iteration 116Q: 3 clusters Score -4332176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -4332171.500000 Penalty: 5144.009766
	Iteration 117Q: 3 clusters Score -4332172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -4332175.000000 Penalty: 5144.009766
	Iteration 118Q: 3 clusters Score -4332175 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -4332187.500000 Penalty: 5144.009766
	Iteration 119Q: 3 clusters Score -4332188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -4332194.000000 Penalty: 5144.009766
	Iteration 120F: 3 clusters Score -4332194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4332190.500000 Penalty: 5144.009766
	Iteration 121Q: 3 clusters Score -4332190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -4332210.000000 Penalty: 5144.009766
	Iteration 122Q: 3 clusters Score -4332210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -4332206.500000 Penalty: 5144.009766
	Iteration 123Q: 3 clusters Score -4332206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4332221.500000 Penalty: 5144.009766
	Iteration 124Q: 3 clusters Score -4332222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -4332221.500000 Penalty: 5144.009766
	Iteration 125Q: 3 clusters Score -4332222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -4332239.000000 Penalty: 5144.009766
	Iteration 126Q: 3 clusters Score -4332239 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4332265.500000 Penalty: 5144.009766
	Iteration 127Q: 3 clusters Score -4332266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -4332281.500000 Penalty: 5144.009766
	Iteration 128Q: 3 clusters Score -4332282 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -4332285.500000 Penalty: 5144.009766
	Iteration 129Q: 3 clusters Score -4332286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -4332297.000000 Penalty: 5144.009766
	Iteration 130Q: 3 clusters Score -4332297 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4332302.500000 Penalty: 5144.009766
	Iteration 131Q: 3 clusters Score -4332302 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -4332320.500000 Penalty: 5144.009766
	Iteration 132Q: 3 clusters Score -4332320 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -4332352.000000 Penalty: 5144.009766
	Iteration 133Q: 3 clusters Score -4332352 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -4332372.000000 Penalty: 5144.009766
	Iteration 134Q: 3 clusters Score -4332372 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -4332385.500000 Penalty: 5144.009766
	Iteration 135Q: 3 clusters Score -4332386 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -4332407.000000 Penalty: 5144.009766
	Iteration 136Q: 3 clusters Score -4332407 nChanged 131
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Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4332437.500000 Penalty: 5144.009766
	Iteration 137Q: 3 clusters Score -4332438 nChanged 145
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Mstep: Class 1 contains 25629 members 
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Entering Unmasked Estep 
Score: -4332457.500000 Penalty: 5144.009766
	Iteration 138Q: 3 clusters Score -4332458 nChanged 149
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Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4332493.500000 Penalty: 5144.009766
	Iteration 139Q: 3 clusters Score -4332494 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -4332518.500000 Penalty: 5144.009766
	Iteration 140F: 3 clusters Score -4332518 nChanged 136
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Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4332542.500000 Penalty: 5144.009766
	Iteration 141Q: 3 clusters Score -4332542 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4332572 nChanged 160
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Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4332594 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -4332644.500000 Penalty: 5144.009766
	Iteration 144Q: 3 clusters Score -4332644 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -4332681.500000 Penalty: 5144.009766
	Iteration 145Q: 3 clusters Score -4332682 nChanged 181
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Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4332728.500000 Penalty: 5144.009766
	Iteration 146Q: 3 clusters Score -4332728 nChanged 200
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Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4332773.000000 Penalty: 5144.009766
	Iteration 147Q: 3 clusters Score -4332773 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4332814.000000 Penalty: 5144.009766
	Iteration 148Q: 3 clusters Score -4332814 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4332872.500000 Penalty: 5144.009766
	Iteration 149Q: 3 clusters Score -4332872 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4332945.000000 Penalty: 5144.009766
	Iteration 150Q: 3 clusters Score -4332945 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4333013.500000 Penalty: 5144.009766
	Iteration 151Q: 3 clusters Score -4333014 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4333102.000000 Penalty: 5144.009766
	Iteration 152Q: 3 clusters Score -4333102 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4333179 nChanged 221
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4333278.000000 Penalty: 5144.009766
	Iteration 154Q: 3 clusters Score -4333278 nChanged 212
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Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4333358.500000 Penalty: 5144.009766
	Iteration 155Q: 3 clusters Score -4333358 nChanged 190
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Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4333420.500000 Penalty: 5144.009766
	Iteration 156Q: 3 clusters Score -4333420 nChanged 164
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Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4333459.000000 Penalty: 5144.009766
	Iteration 157Q: 3 clusters Score -4333459 nChanged 148
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Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4333515.500000 Penalty: 5144.009766
	Iteration 158Q: 3 clusters Score -4333516 nChanged 153
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Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4333560.000000 Penalty: 5144.009766
	Iteration 159Q: 3 clusters Score -4333560 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4333615.500000 Penalty: 5144.009766
	Iteration 160F: 3 clusters Score -4333616 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4333667.500000 Penalty: 5144.009766
	Iteration 161Q: 3 clusters Score -4333668 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4333727.500000 Penalty: 5144.009766
	Iteration 162Q: 3 clusters Score -4333728 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4333775.000000 Penalty: 5144.009766
	Iteration 163Q: 3 clusters Score -4333775 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4333803.000000 Penalty: 5144.009766
	Iteration 164Q: 3 clusters Score -4333803 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4333832.500000 Penalty: 5144.009766
	Iteration 165Q: 3 clusters Score -4333832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4333859.000000 Penalty: 5144.009766
	Iteration 166Q: 3 clusters Score -4333859 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4333890.500000 Penalty: 5144.009766
	Iteration 167Q: 3 clusters Score -4333890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4333920.000000 Penalty: 5144.009766
	Iteration 168Q: 3 clusters Score -4333920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4333936.000000 Penalty: 5144.009766
	Iteration 169Q: 3 clusters Score -4333936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4333958.500000 Penalty: 5144.009766
	Iteration 170Q: 3 clusters Score -4333958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4333982.000000 Penalty: 5144.009766
	Iteration 171Q: 3 clusters Score -4333982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4333994.000000 Penalty: 5144.009766
	Iteration 172Q: 3 clusters Score -4333994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4334003.500000 Penalty: 5144.009766
	Iteration 173Q: 3 clusters Score -4334004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4334016.500000 Penalty: 5144.009766
	Iteration 174Q: 3 clusters Score -4334016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4334039.000000 Penalty: 5144.009766
	Iteration 175Q: 3 clusters Score -4334039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4334050.000000 Penalty: 5144.009766
	Iteration 176Q: 3 clusters Score -4334050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4334058.500000 Penalty: 5144.009766
	Iteration 177Q: 3 clusters Score -4334058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4334072.500000 Penalty: 5144.009766
	Iteration 178Q: 3 clusters Score -4334072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4334082.500000 Penalty: 5144.009766
	Iteration 179Q: 3 clusters Score -4334082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4334084.500000 Penalty: 5144.009766
	Iteration 180F: 3 clusters Score -4334084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4334089.000000 Penalty: 5144.009766
	Iteration 181Q: 3 clusters Score -4334089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4334100.000000 Penalty: 5144.009766
	Iteration 182Q: 3 clusters Score -4334100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4334095.500000 Penalty: 5144.009766
	Iteration 183Q: 3 clusters Score -4334096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4334103.500000 Penalty: 5144.009766
	Iteration 184Q: 3 clusters Score -4334104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4334106.000000 Penalty: 5144.009766
	Iteration 185Q: 3 clusters Score -4334106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4334114.000000 Penalty: 5144.009766
	Iteration 186Q: 3 clusters Score -4334114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4334110.000000 Penalty: 5144.009766
	Iteration 187Q: 3 clusters Score -4334110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4334117.000000 Penalty: 5144.009766
	Iteration 188Q: 3 clusters Score -4334117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4334119.000000 Penalty: 5144.009766
	Iteration 189Q: 3 clusters Score -4334119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4334129.500000 Penalty: 5144.009766
	Iteration 190Q: 3 clusters Score -4334130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4334130.000000 Penalty: 5144.009766
	Iteration 191Q: 3 clusters Score -4334130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4334131.500000 Penalty: 5144.009766
	Iteration 192Q: 3 clusters Score -4334132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4334140.500000 Penalty: 5144.009766
	Iteration 193Q: 3 clusters Score -4334140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4334144.500000 Penalty: 5144.009766
	Iteration 194Q: 3 clusters Score -4334144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4334152.500000 Penalty: 5144.009766
	Iteration 195Q: 3 clusters Score -4334152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4334157.500000 Penalty: 5144.009766
	Iteration 196Q: 3 clusters Score -4334158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4334164.000000 Penalty: 5144.009766
	Iteration 197Q: 3 clusters Score -4334164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4334162.000000 Penalty: 5144.009766
	Iteration 198Q: 3 clusters Score -4334162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4334170.500000 Penalty: 5144.009766
	Iteration 199Q: 3 clusters Score -4334170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4334186.000000 Penalty: 5144.009766
	Iteration 200F: 3 clusters Score -4334186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4334183.500000 Penalty: 5144.009766
	Iteration 201Q: 3 clusters Score -4334184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4334187.500000 Penalty: 5144.009766
	Iteration 202Q: 3 clusters Score -4334188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4334188.000000 Penalty: 5144.009766
	Iteration 203Q: 3 clusters Score -4334188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4334188.000000 Penalty: 5144.009766
	Iteration 204F: 3 clusters Score -4334188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (212831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212831 members 
Entering Unmasked Estep 
Score: -28484026.000000 Penalty: 3042.526855
	Iteration 0F: 2 clusters Score -2.848403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -28348926.000000 Penalty: 6085.053711
	Iteration 0F: 3 clusters Score -2.834893e+07 nChanged 102241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
Score: -28408998.000000 Penalty: 6085.053711
	Iteration 1F: 3 clusters Score -2.8409e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 120400 members 
Entering Unmasked Estep 
Score: -28411184.000000 Penalty: 6085.053711
	Iteration 2Q: 3 clusters Score -2.841118e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 128707 members 
Entering Unmasked Estep 
Score: -28415144.000000 Penalty: 6085.053711
	Iteration 3Q: 3 clusters Score -2.841514e+07 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 141059 members 
Entering Unmasked Estep 
Score: -28422180.000000 Penalty: 6085.053711
	Iteration 4F: 3 clusters Score -2.842218e+07 nChanged 16987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -28434316.000000 Penalty: 6085.053711
	Iteration 5F: 3 clusters Score -2.843432e+07 nChanged 19618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 177242 members 
Entering Unmasked Estep 
Score: -28450710.000000 Penalty: 6085.053711
	Iteration 6F: 3 clusters Score -2.845071e+07 nChanged 17583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 194785 members 
Entering Unmasked Estep 
Score: -28466344.000000 Penalty: 6085.053711
	Iteration 7F: 3 clusters Score -2.846634e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 205638 members 
Entering Unmasked Estep 
Score: -28475634.000000 Penalty: 6085.053711
	Iteration 8F: 3 clusters Score -2.847563e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 210380 members 
Entering Unmasked Estep 
Score: -28479452.000000 Penalty: 6085.053711
	Iteration 9Q: 3 clusters Score -2.847945e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 211910 members 
Entering Unmasked Estep 
Score: -28480702.000000 Penalty: 6085.053711
	Iteration 10Q: 3 clusters Score -2.84807e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 212357 members 
Entering Unmasked Estep 
Score: -28481060.000000 Penalty: 6085.053711
	Iteration 11Q: 3 clusters Score -2.848106e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 212483 members 
Entering Unmasked Estep 
Score: -28481176.000000 Penalty: 6085.053711
	Iteration 12Q: 3 clusters Score -2.848118e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 212525 members 
Entering Unmasked Estep 
Score: -28481214.000000 Penalty: 6085.053711
	Iteration 13Q: 3 clusters Score -2.848121e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 212544 members 
Entering Unmasked Estep 
Score: -28481250.000000 Penalty: 6085.053711
	Iteration 14Q: 3 clusters Score -2.848125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 212555 members 
Entering Unmasked Estep 
Score: -28481270.000000 Penalty: 6085.053711
	Iteration 15Q: 3 clusters Score -2.848127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 212560 members 
Entering Unmasked Estep 
Score: -28481300.000000 Penalty: 6085.053711
	Iteration 16Q: 3 clusters Score -2.84813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 212563 members 
Entering Unmasked Estep 
Score: -28481282.000000 Penalty: 6085.053711
	Iteration 17Q: 3 clusters Score -2.848128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 212568 members 
Entering Unmasked Estep 
Score: -28481288.000000 Penalty: 6085.053711
	Iteration 18Q: 3 clusters Score -2.848129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 212569 members 
Entering Unmasked Estep 
Score: -28481294.000000 Penalty: 6085.053711
	Iteration 19Q: 3 clusters Score -2.848129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 212569 members 
Entering Unmasked Estep 
Score: -28481294.000000 Penalty: 6085.053711
	Iteration 20F: 3 clusters Score -2.848129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -321119.718750 Penalty: 1942.142578
	Iteration 0F: 2 clusters Score -321119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -318196.468750 Penalty: 3884.285156
	Iteration 0F: 3 clusters Score -318196.5 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -318783.781250 Penalty: 3884.285156
	Iteration 1F: 3 clusters Score -318783.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -318947.031250 Penalty: 3884.285156
	Iteration 2F: 3 clusters Score -318947 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -319055.187500 Penalty: 3884.285156
	Iteration 3F: 3 clusters Score -319055.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -319129.281250 Penalty: 3884.285156
	Iteration 4Q: 3 clusters Score -319129.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -319176.093750 Penalty: 3884.285156
	Iteration 5Q: 3 clusters Score -319176.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -319224.343750 Penalty: 3884.285156
	Iteration 6Q: 3 clusters Score -319224.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -319250.968750 Penalty: 3884.285156
	Iteration 7Q: 3 clusters Score -319251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -319273.531250 Penalty: 3884.285156
	Iteration 8Q: 3 clusters Score -319273.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -319293.812500 Penalty: 3884.285156
	Iteration 9Q: 3 clusters Score -319293.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -319311.906250 Penalty: 3884.285156
	Iteration 10Q: 3 clusters Score -319311.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -319328.531250 Penalty: 3884.285156
	Iteration 11Q: 3 clusters Score -319328.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -319349.531250 Penalty: 3884.285156
	Iteration 12Q: 3 clusters Score -319349.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -319369.125000 Penalty: 3884.285156
	Iteration 13Q: 3 clusters Score -319369.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -319381.906250 Penalty: 3884.285156
	Iteration 14Q: 3 clusters Score -319381.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -319393.750000 Penalty: 3884.285156
	Iteration 15Q: 3 clusters Score -319393.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -319409.156250 Penalty: 3884.285156
	Iteration 16Q: 3 clusters Score -319409.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -319419.531250 Penalty: 3884.285156
	Iteration 17Q: 3 clusters Score -319419.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -319435.406250 Penalty: 3884.285156
	Iteration 18Q: 3 clusters Score -319435.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -319449.093750 Penalty: 3884.285156
	Iteration 19Q: 3 clusters Score -319449.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -319467.687500 Penalty: 3884.285156
	Iteration 20F: 3 clusters Score -319467.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -319486.062500 Penalty: 3884.285156
	Iteration 21Q: 3 clusters Score -319486.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -319501.406250 Penalty: 3884.285156
	Iteration 22Q: 3 clusters Score -319501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -319513.718750 Penalty: 3884.285156
	Iteration 23Q: 3 clusters Score -319513.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -319523.687500 Penalty: 3884.285156
	Iteration 24Q: 3 clusters Score -319523.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -319530.687500 Penalty: 3884.285156
	Iteration 25Q: 3 clusters Score -319530.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -319538.906250 Penalty: 3884.285156
	Iteration 26Q: 3 clusters Score -319538.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -319545.562500 Penalty: 3884.285156
	Iteration 27Q: 3 clusters Score -319545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -319548.312500 Penalty: 3884.285156
	Iteration 28Q: 3 clusters Score -319548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -319551.125000 Penalty: 3884.285156
	Iteration 29Q: 3 clusters Score -319551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -319551.468750 Penalty: 3884.285156
	Iteration 30Q: 3 clusters Score -319551.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -319553.031250 Penalty: 3884.285156
	Iteration 31Q: 3 clusters Score -319553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -319554.718750 Penalty: 3884.285156
	Iteration 32Q: 3 clusters Score -319554.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -319557.656250 Penalty: 3884.285156
	Iteration 33Q: 3 clusters Score -319557.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -319561.343750 Penalty: 3884.285156
	Iteration 34Q: 3 clusters Score -319561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -319562.468750 Penalty: 3884.285156
	Iteration 35Q: 3 clusters Score -319562.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -319564.968750 Penalty: 3884.285156
	Iteration 36Q: 3 clusters Score -319565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -319568.375000 Penalty: 3884.285156
	Iteration 37Q: 3 clusters Score -319568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -319570.781250 Penalty: 3884.285156
	Iteration 38Q: 3 clusters Score -319570.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -319572.343750 Penalty: 3884.285156
	Iteration 39Q: 3 clusters Score -319572.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -319572.343750 Penalty: 3884.285156
	Iteration 40F: 3 clusters Score -319572.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -112535.234375 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -112535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110648.812500 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -110648.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -110921.453125 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -110921.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111050.703125 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -111050.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111224.351562 Penalty: 3366.211670
	Iteration 3Q: 3 clusters Score -111224.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111427.593750 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -111427.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111533.093750 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -111533.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -111613.851562 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -111613.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -111676.382812 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -111676.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -111727.039062 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -111727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -111767.992188 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -111768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -111824.781250 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -111824.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -111865.695312 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -111865.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -111899.304688 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -111899.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -111914.640625 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -111914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -111936.882812 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -111936.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -111952.453125 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -111952.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -111972.914062 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -111972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -111977.437500 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -111977.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -111977.437500 Penalty: 3366.211670
	Iteration 18F: 3 clusters Score -111977.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Entering Unmasked Estep 
Score: -23095314.000000 Penalty: 2988.528564
	Iteration 0F: 2 clusters Score -2.309531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 85750 members 
Entering Unmasked Estep 
Score: -22984208.000000 Penalty: 5977.057129
	Iteration 0F: 3 clusters Score -2.298421e+07 nChanged 82184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -23031678.000000 Penalty: 5977.057129
	Iteration 1F: 3 clusters Score -2.303168e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -23032786.000000 Penalty: 5977.057129
	Iteration 2Q: 3 clusters Score -2.303279e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -23034784.000000 Penalty: 5977.057129
	Iteration 3Q: 3 clusters Score -2.303478e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -23038244.000000 Penalty: 5977.057129
	Iteration 4Q: 3 clusters Score -2.303824e+07 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 105600 members 
Entering Unmasked Estep 
Score: -23044514.000000 Penalty: 5977.057129
	Iteration 5F: 3 clusters Score -2.304451e+07 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -23054104.000000 Penalty: 5977.057129
	Iteration 6F: 3 clusters Score -2.30541e+07 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 124984 members 
Entering Unmasked Estep 
Score: -23065384.000000 Penalty: 5977.057129
	Iteration 7F: 3 clusters Score -2.306538e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 133036 members 
Entering Unmasked Estep 
Score: -23074674.000000 Penalty: 5977.057129
	Iteration 8F: 3 clusters Score -2.307467e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 138431 members 
Entering Unmasked Estep 
Score: -23080434.000000 Penalty: 5977.057129
	Iteration 9Q: 3 clusters Score -2.308043e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 141968 members 
Entering Unmasked Estep 
Score: -23083620.000000 Penalty: 5977.057129
	Iteration 10Q: 3 clusters Score -2.308362e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 144895 members 
Entering Unmasked Estep 
Score: -23085496.000000 Penalty: 5977.057129
	Iteration 11Q: 3 clusters Score -2.30855e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 147469 members 
Entering Unmasked Estep 
Score: -23086864.000000 Penalty: 5977.057129
	Iteration 12Q: 3 clusters Score -2.308686e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 149841 members 
Entering Unmasked Estep 
Score: -23088124.000000 Penalty: 5977.057129
	Iteration 13Q: 3 clusters Score -2.308812e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 151955 members 
Entering Unmasked Estep 
Score: -23089132.000000 Penalty: 5977.057129
	Iteration 14Q: 3 clusters Score -2.308913e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 153867 members 
Entering Unmasked Estep 
Score: -23090046.000000 Penalty: 5977.057129
	Iteration 15Q: 3 clusters Score -2.309005e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -23090666.000000 Penalty: 5977.057129
	Iteration 16Q: 3 clusters Score -2.309067e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 157168 members 
Entering Unmasked Estep 
Score: -23091430.000000 Penalty: 5977.057129
	Iteration 17Q: 3 clusters Score -2.309143e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 158653 members 
Entering Unmasked Estep 
Score: -23091966.000000 Penalty: 5977.057129
	Iteration 18Q: 3 clusters Score -2.309197e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 160062 members 
Entering Unmasked Estep 
Score: -23092584.000000 Penalty: 5977.057129
	Iteration 19Q: 3 clusters Score -2.309258e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 161406 members 
Entering Unmasked Estep 
Score: -23092974.000000 Penalty: 5977.057129
	Iteration 20F: 3 clusters Score -2.309297e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 162687 members 
Entering Unmasked Estep 
Score: -23093254.000000 Penalty: 5977.057129
	Iteration 21Q: 3 clusters Score -2.309325e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 163800 members 
Entering Unmasked Estep 
Score: -23093400.000000 Penalty: 5977.057129
	Iteration 22Q: 3 clusters Score -2.30934e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 164828 members 
Entering Unmasked Estep 
Score: -23093584.000000 Penalty: 5977.057129
	Iteration 23Q: 3 clusters Score -2.309358e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 165729 members 
Entering Unmasked Estep 
Score: -23093530.000000 Penalty: 5977.057129
	Iteration 24Q: 3 clusters Score -2.309353e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 166456 members 
Entering Unmasked Estep 
Score: -23093596.000000 Penalty: 5977.057129
	Iteration 25Q: 3 clusters Score -2.30936e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 167112 members 
Entering Unmasked Estep 
Score: -23093514.000000 Penalty: 5977.057129
	Iteration 26Q: 3 clusters Score -2.309351e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 167648 members 
Entering Unmasked Estep 
Score: -23093518.000000 Penalty: 5977.057129
	Iteration 27Q: 3 clusters Score -2.309352e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 168091 members 
Entering Unmasked Estep 
Score: -23093566.000000 Penalty: 5977.057129
	Iteration 28Q: 3 clusters Score -2.309357e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 168467 members 
Entering Unmasked Estep 
Score: -23093568.000000 Penalty: 5977.057129
	Iteration 29Q: 3 clusters Score -2.309357e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 168766 members 
Entering Unmasked Estep 
Score: -23093568.000000 Penalty: 5977.057129
	Iteration 30Q: 3 clusters Score -2.309357e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 168998 members 
Entering Unmasked Estep 
Score: -23093594.000000 Penalty: 5977.057129
	Iteration 31Q: 3 clusters Score -2.309359e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 169162 members 
Entering Unmasked Estep 
Score: -23093604.000000 Penalty: 5977.057129
	Iteration 32Q: 3 clusters Score -2.30936e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 169297 members 
Entering Unmasked Estep 
Score: -23093600.000000 Penalty: 5977.057129
	Iteration 33Q: 3 clusters Score -2.30936e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 169383 members 
Entering Unmasked Estep 
Score: -23093568.000000 Penalty: 5977.057129
	Iteration 34Q: 3 clusters Score -2.309357e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 169462 members 
Entering Unmasked Estep 
Score: -23093528.000000 Penalty: 5977.057129
	Iteration 35Q: 3 clusters Score -2.309353e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 169528 members 
Entering Unmasked Estep 
Score: -23093528.000000 Penalty: 5977.057129
	Iteration 36Q: 3 clusters Score -2.309353e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 169598 members 
Entering Unmasked Estep 
Score: -23093510.000000 Penalty: 5977.057129
	Iteration 37Q: 3 clusters Score -2.309351e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 169660 members 
Entering Unmasked Estep 
Score: -23093498.000000 Penalty: 5977.057129
	Iteration 38Q: 3 clusters Score -2.30935e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 169717 members 
Entering Unmasked Estep 
Score: -23093524.000000 Penalty: 5977.057129
	Iteration 39Q: 3 clusters Score -2.309352e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -23093530.000000 Penalty: 5977.057129
	Iteration 40F: 3 clusters Score -2.309353e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 169818 members 
Entering Unmasked Estep 
Score: -23093534.000000 Penalty: 5977.057129
	Iteration 41Q: 3 clusters Score -2.309353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 169839 members 
Entering Unmasked Estep 
Score: -23093500.000000 Penalty: 5977.057129
	Iteration 42Q: 3 clusters Score -2.30935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 169855 members 
Entering Unmasked Estep 
Score: -23093514.000000 Penalty: 5977.057129
	Iteration 43Q: 3 clusters Score -2.309351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 169865 members 
Entering Unmasked Estep 
Score: -23093496.000000 Penalty: 5977.057129
	Iteration 44Q: 3 clusters Score -2.30935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 169876 members 
Entering Unmasked Estep 
Score: -23093500.000000 Penalty: 5977.057129
	Iteration 45Q: 3 clusters Score -2.30935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 169885 members 
Entering Unmasked Estep 
Score: -23093522.000000 Penalty: 5977.057129
	Iteration 46Q: 3 clusters Score -2.309352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 169900 members 
Entering Unmasked Estep 
Score: -23093512.000000 Penalty: 5977.057129
	Iteration 47Q: 3 clusters Score -2.309351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 169917 members 
Entering Unmasked Estep 
Score: -23093522.000000 Penalty: 5977.057129
	Iteration 48Q: 3 clusters Score -2.309352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 169928 members 
Entering Unmasked Estep 
Score: -23093514.000000 Penalty: 5977.057129
	Iteration 49Q: 3 clusters Score -2.309351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 169936 members 
Entering Unmasked Estep 
Score: -23093504.000000 Penalty: 5977.057129
	Iteration 50Q: 3 clusters Score -2.30935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 169944 members 
Entering Unmasked Estep 
Score: -23093510.000000 Penalty: 5977.057129
	Iteration 51Q: 3 clusters Score -2.309351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 169954 members 
Entering Unmasked Estep 
Score: -23093506.000000 Penalty: 5977.057129
	Iteration 52Q: 3 clusters Score -2.309351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 169966 members 
Entering Unmasked Estep 
Score: -23093512.000000 Penalty: 5977.057129
	Iteration 53Q: 3 clusters Score -2.309351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 169973 members 
Entering Unmasked Estep 
Score: -23093496.000000 Penalty: 5977.057129
	Iteration 54Q: 3 clusters Score -2.30935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 169979 members 
Entering Unmasked Estep 
Score: -23093508.000000 Penalty: 5977.057129
	Iteration 55Q: 3 clusters Score -2.309351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 169984 members 
Entering Unmasked Estep 
Score: -23093512.000000 Penalty: 5977.057129
	Iteration 56Q: 3 clusters Score -2.309351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 169991 members 
Entering Unmasked Estep 
Score: -23093506.000000 Penalty: 5977.057129
	Iteration 57Q: 3 clusters Score -2.309351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 169996 members 
Entering Unmasked Estep 
Score: -23093482.000000 Penalty: 5977.057129
	Iteration 58Q: 3 clusters Score -2.309348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 170000 members 
Entering Unmasked Estep 
Score: -23093486.000000 Penalty: 5977.057129
	Iteration 59Q: 3 clusters Score -2.309349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 170008 members 
Entering Unmasked Estep 
Score: -23093464.000000 Penalty: 5977.057129
	Iteration 60F: 3 clusters Score -2.309346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 170013 members 
Entering Unmasked Estep 
Score: -23093458.000000 Penalty: 5977.057129
	Iteration 61Q: 3 clusters Score -2.309346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 170017 members 
Entering Unmasked Estep 
Score: -23093448.000000 Penalty: 5977.057129
	Iteration 62Q: 3 clusters Score -2.309345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 170020 members 
Entering Unmasked Estep 
Score: -23093432.000000 Penalty: 5977.057129
	Iteration 63Q: 3 clusters Score -2.309343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 170025 members 
Entering Unmasked Estep 
Score: -23093450.000000 Penalty: 5977.057129
	Iteration 64Q: 3 clusters Score -2.309345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 170026 members 
Entering Unmasked Estep 
Score: -23093458.000000 Penalty: 5977.057129
	Iteration 65Q: 3 clusters Score -2.309346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 170027 members 
Entering Unmasked Estep 
Score: -23093460.000000 Penalty: 5977.057129
	Iteration 66Q: 3 clusters Score -2.309346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 170031 members 
Entering Unmasked Estep 
Score: -23093466.000000 Penalty: 5977.057129
	Iteration 67Q: 3 clusters Score -2.309347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 170033 members 
Entering Unmasked Estep 
Score: -23093460.000000 Penalty: 5977.057129
	Iteration 68Q: 3 clusters Score -2.309346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 170034 members 
Entering Unmasked Estep 
Score: -23093456.000000 Penalty: 5977.057129
	Iteration 69Q: 3 clusters Score -2.309346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 170035 members 
Entering Unmasked Estep 
Score: -23093464.000000 Penalty: 5977.057129
	Iteration 70Q: 3 clusters Score -2.309346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 170037 members 
Entering Unmasked Estep 
Score: -23093464.000000 Penalty: 5977.057129
	Iteration 71Q: 3 clusters Score -2.309346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 170039 members 
Entering Unmasked Estep 
Score: -23093470.000000 Penalty: 5977.057129
	Iteration 72Q: 3 clusters Score -2.309347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 170041 members 
Entering Unmasked Estep 
Score: -23093472.000000 Penalty: 5977.057129
	Iteration 73Q: 3 clusters Score -2.309347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 170042 members 
Entering Unmasked Estep 
Score: -23093472.000000 Penalty: 5977.057129
	Iteration 74Q: 3 clusters Score -2.309347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 170045 members 
Entering Unmasked Estep 
Score: -23093460.000000 Penalty: 5977.057129
	Iteration 75Q: 3 clusters Score -2.309346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 170047 members 
Entering Unmasked Estep 
Score: -23093454.000000 Penalty: 5977.057129
	Iteration 76Q: 3 clusters Score -2.309345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -23093462.000000 Penalty: 5977.057129
	Iteration 77Q: 3 clusters Score -2.309346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 170054 members 
Entering Unmasked Estep 
Score: -23093460.000000 Penalty: 5977.057129
	Iteration 78Q: 3 clusters Score -2.309346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 170056 members 
Entering Unmasked Estep 
Score: -23093450.000000 Penalty: 5977.057129
	Iteration 79Q: 3 clusters Score -2.309345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 170056 members 
Entering Unmasked Estep 
Score: -23093450.000000 Penalty: 5977.057129
	Iteration 80F: 3 clusters Score -2.309345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -47589.648438 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -47589.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46236.964844 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -46236.96 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46451.519531 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -46451.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46621.628906 Penalty: 2979.151367
	Iteration 2F: 3 clusters Score -46621.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46738.007812 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -46738.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46768.335938 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -46768.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46790.921875 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -46790.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46869.664062 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -46869.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46889.042969 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -46889.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46903.527344 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -46903.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46927.406250 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -46927.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46936.554688 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -46936.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46939.132812 Penalty: 2979.151367
	Iteration 11Q: 3 clusters Score -46939.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46942.605469 Penalty: 2979.151367
	Iteration 12Q: 3 clusters Score -46942.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46942.605469 Penalty: 2979.151367
	Iteration 13F: 3 clusters Score -46942.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -124648.296875 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -124648.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -122701.062500 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -122701.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123091.203125 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -123091.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -123251.054688 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -123251.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -123351.687500 Penalty: 3435.095215
	Iteration 3F: 3 clusters Score -123351.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -123405.398438 Penalty: 3435.095215
	Iteration 4Q: 3 clusters Score -123405.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123483.546875 Penalty: 3435.095215
	Iteration 5Q: 3 clusters Score -123483.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -123561.476562 Penalty: 3435.095215
	Iteration 6Q: 3 clusters Score -123561.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123601.960938 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -123602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -123639.515625 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -123639.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123678.273438 Penalty: 3435.095215
	Iteration 9Q: 3 clusters Score -123678.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -123731.867188 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -123731.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -123866.617188 Penalty: 3435.095215
	Iteration 11Q: 3 clusters Score -123866.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -124104.679688 Penalty: 3435.095215
	Iteration 12Q: 3 clusters Score -124104.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -124306.796875 Penalty: 3435.095215
	Iteration 13Q: 3 clusters Score -124306.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -124353.390625 Penalty: 3435.095215
	Iteration 14Q: 3 clusters Score -124353.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -124392.671875 Penalty: 3435.095215
	Iteration 15Q: 3 clusters Score -124392.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124411.132812 Penalty: 3435.095215
	Iteration 16Q: 3 clusters Score -124411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124421.218750 Penalty: 3435.095215
	Iteration 17Q: 3 clusters Score -124421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124429.031250 Penalty: 3435.095215
	Iteration 18Q: 3 clusters Score -124429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -124436.429688 Penalty: 3435.095215
	Iteration 19Q: 3 clusters Score -124436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -124440.468750 Penalty: 3435.095215
	Iteration 20F: 3 clusters Score -124440.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -124452.257812 Penalty: 3435.095215
	Iteration 21Q: 3 clusters Score -124452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -124465.179688 Penalty: 3435.095215
	Iteration 22Q: 3 clusters Score -124465.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -124477.062500 Penalty: 3435.095215
	Iteration 23Q: 3 clusters Score -124477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -124493.140625 Penalty: 3435.095215
	Iteration 24Q: 3 clusters Score -124493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -124498.296875 Penalty: 3435.095215
	Iteration 25Q: 3 clusters Score -124498.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -124501.914062 Penalty: 3435.095215
	Iteration 26Q: 3 clusters Score -124501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -124505.796875 Penalty: 3435.095215
	Iteration 27Q: 3 clusters Score -124505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -124506.601562 Penalty: 3435.095215
	Iteration 28Q: 3 clusters Score -124506.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -124506.601562 Penalty: 3435.095215
	Iteration 29F: 3 clusters Score -124506.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 111985 members 
Mstep: Class 2 contains 66084 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 173403 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 28791 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 44242 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 194707 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 212831 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 171188 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352720.000000 Penalty: 82772.992188
Iteration 279F: 25 clusters Score -1.443527e+08 nChanged 0
Entering ConstructFrom: 
Score: -144352720.000000 Penalty: 82772.992188
Entering ConstructFrom: 
Trying to split cluster 1 (111985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111985 members 
Entering Unmasked Estep 
Score: -15091445.000000 Penalty: 2883.277832
	Iteration 0F: 2 clusters Score -1.509144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -15016367.000000 Penalty: 5766.555664
	Iteration 0F: 3 clusters Score -1.501637e+07 nChanged 53212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -15047582.000000 Penalty: 5766.555664
	Iteration 1F: 3 clusters Score -1.504758e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -15048578.000000 Penalty: 5766.555664
	Iteration 2Q: 3 clusters Score -1.504858e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -15049569.000000 Penalty: 5766.555664
	Iteration 3Q: 3 clusters Score -1.504957e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -15050917.000000 Penalty: 5766.555664
	Iteration 4Q: 3 clusters Score -1.505092e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -15052993.000000 Penalty: 5766.555664
	Iteration 5Q: 3 clusters Score -1.505299e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -15055666.000000 Penalty: 5766.555664
	Iteration 6Q: 3 clusters Score -1.505567e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -15059695.000000 Penalty: 5766.555664
	Iteration 7F: 3 clusters Score -1.50597e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77296 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -15064548.000000 Penalty: 5766.555664
	Iteration 8F: 3 clusters Score -1.506455e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -15070316.000000 Penalty: 5766.555664
	Iteration 9F: 3 clusters Score -1.507032e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -15075458.000000 Penalty: 5766.555664
	Iteration 10F: 3 clusters Score -1.507546e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -15078729.000000 Penalty: 5766.555664
	Iteration 11Q: 3 clusters Score -1.507873e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -15080626.000000 Penalty: 5766.555664
	Iteration 12Q: 3 clusters Score -1.508063e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94592 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -15081933.000000 Penalty: 5766.555664
	Iteration 13Q: 3 clusters Score -1.508193e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96441 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -15083004.000000 Penalty: 5766.555664
	Iteration 14Q: 3 clusters Score -1.5083e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98130 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -15083877.000000 Penalty: 5766.555664
	Iteration 15Q: 3 clusters Score -1.508388e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -15084706.000000 Penalty: 5766.555664
	Iteration 16Q: 3 clusters Score -1.508471e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -15085388.000000 Penalty: 5766.555664
	Iteration 17Q: 3 clusters Score -1.508539e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -15085903.000000 Penalty: 5766.555664
	Iteration 18Q: 3 clusters Score -1.50859e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103420 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -15086427.000000 Penalty: 5766.555664
	Iteration 19Q: 3 clusters Score -1.508643e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -15086912.000000 Penalty: 5766.555664
	Iteration 20F: 3 clusters Score -1.508691e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105239 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -15087286.000000 Penalty: 5766.555664
	Iteration 21Q: 3 clusters Score -1.508729e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -15087641.000000 Penalty: 5766.555664
	Iteration 22Q: 3 clusters Score -1.508764e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106680 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -15087925.000000 Penalty: 5766.555664
	Iteration 23Q: 3 clusters Score -1.508792e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -15088083.000000 Penalty: 5766.555664
	Iteration 24Q: 3 clusters Score -1.508808e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -15088306.000000 Penalty: 5766.555664
	Iteration 25Q: 3 clusters Score -1.508831e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108112 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -15088416.000000 Penalty: 5766.555664
	Iteration 26Q: 3 clusters Score -1.508842e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108456 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -15088550.000000 Penalty: 5766.555664
	Iteration 27Q: 3 clusters Score -1.508855e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -15088665.000000 Penalty: 5766.555664
	Iteration 28Q: 3 clusters Score -1.508866e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -15088768.000000 Penalty: 5766.555664
	Iteration 29Q: 3 clusters Score -1.508877e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109194 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -15088796.000000 Penalty: 5766.555664
	Iteration 30Q: 3 clusters Score -1.50888e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -15088874.000000 Penalty: 5766.555664
	Iteration 31Q: 3 clusters Score -1.508887e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109558 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -15088923.000000 Penalty: 5766.555664
	Iteration 32Q: 3 clusters Score -1.508892e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109698 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -15088981.000000 Penalty: 5766.555664
	Iteration 33Q: 3 clusters Score -1.508898e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109799 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -15089028.000000 Penalty: 5766.555664
	Iteration 34Q: 3 clusters Score -1.508903e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109874 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -15089064.000000 Penalty: 5766.555664
	Iteration 35Q: 3 clusters Score -1.508906e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109945 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -15089071.000000 Penalty: 5766.555664
	Iteration 36Q: 3 clusters Score -1.508907e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -15089085.000000 Penalty: 5766.555664
	Iteration 37Q: 3 clusters Score -1.508908e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110048 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -15089091.000000 Penalty: 5766.555664
	Iteration 38Q: 3 clusters Score -1.508909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110084 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15089099.000000 Penalty: 5766.555664
	Iteration 39Q: 3 clusters Score -1.50891e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -15089099.000000 Penalty: 5766.555664
	Iteration 40F: 3 clusters Score -1.50891e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -15089104.000000 Penalty: 5766.555664
	Iteration 41Q: 3 clusters Score -1.50891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -15089105.000000 Penalty: 5766.555664
	Iteration 42Q: 3 clusters Score -1.50891e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -15089117.000000 Penalty: 5766.555664
	Iteration 43Q: 3 clusters Score -1.508912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110218 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -15089120.000000 Penalty: 5766.555664
	Iteration 44Q: 3 clusters Score -1.508912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -15089127.000000 Penalty: 5766.555664
	Iteration 45Q: 3 clusters Score -1.508913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -15089122.000000 Penalty: 5766.555664
	Iteration 46Q: 3 clusters Score -1.508912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110272 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -15089129.000000 Penalty: 5766.555664
	Iteration 47Q: 3 clusters Score -1.508913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -15089147.000000 Penalty: 5766.555664
	Iteration 48Q: 3 clusters Score -1.508915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110299 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -15089143.000000 Penalty: 5766.555664
	Iteration 49Q: 3 clusters Score -1.508914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -15089136.000000 Penalty: 5766.555664
	Iteration 50Q: 3 clusters Score -1.508914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -15089125.000000 Penalty: 5766.555664
	Iteration 51Q: 3 clusters Score -1.508912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110320 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -15089137.000000 Penalty: 5766.555664
	Iteration 52Q: 3 clusters Score -1.508914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110326 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -15089150.000000 Penalty: 5766.555664
	Iteration 53Q: 3 clusters Score -1.508915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110330 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -15089141.000000 Penalty: 5766.555664
	Iteration 54Q: 3 clusters Score -1.508914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110333 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -15089148.000000 Penalty: 5766.555664
	Iteration 55Q: 3 clusters Score -1.508915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110336 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -15089143.000000 Penalty: 5766.555664
	Iteration 56Q: 3 clusters Score -1.508914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110342 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -15089149.000000 Penalty: 5766.555664
	Iteration 57Q: 3 clusters Score -1.508915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110352 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15089142.000000 Penalty: 5766.555664
	Iteration 58Q: 3 clusters Score -1.508914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110362 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -15089152.000000 Penalty: 5766.555664
	Iteration 59Q: 3 clusters Score -1.508915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110370 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -15089154.000000 Penalty: 5766.555664
	Iteration 60F: 3 clusters Score -1.508915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110380 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -15089144.000000 Penalty: 5766.555664
	Iteration 61Q: 3 clusters Score -1.508914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110386 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -15089148.000000 Penalty: 5766.555664
	Iteration 62Q: 3 clusters Score -1.508915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110394 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -15089167.000000 Penalty: 5766.555664
	Iteration 63Q: 3 clusters Score -1.508917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15089164.000000 Penalty: 5766.555664
	Iteration 64Q: 3 clusters Score -1.508916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -15089176.000000 Penalty: 5766.555664
	Iteration 65Q: 3 clusters Score -1.508918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15089171.000000 Penalty: 5766.555664
	Iteration 66Q: 3 clusters Score -1.508917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -15089189.000000 Penalty: 5766.555664
	Iteration 67Q: 3 clusters Score -1.508919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -15089168.000000 Penalty: 5766.555664
	Iteration 68Q: 3 clusters Score -1.508917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -15089169.000000 Penalty: 5766.555664
	Iteration 69Q: 3 clusters Score -1.508917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110453 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -15089168.000000 Penalty: 5766.555664
	Iteration 70Q: 3 clusters Score -1.508917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -15089177.000000 Penalty: 5766.555664
	Iteration 71Q: 3 clusters Score -1.508918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -15089187.000000 Penalty: 5766.555664
	Iteration 72Q: 3 clusters Score -1.508919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110467 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -15089178.000000 Penalty: 5766.555664
	Iteration 73Q: 3 clusters Score -1.508918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110471 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -15089181.000000 Penalty: 5766.555664
	Iteration 74Q: 3 clusters Score -1.508918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -15089186.000000 Penalty: 5766.555664
	Iteration 75Q: 3 clusters Score -1.508919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110472 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -15089184.000000 Penalty: 5766.555664
	Iteration 76Q: 3 clusters Score -1.508918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110472 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -15089184.000000 Penalty: 5766.555664
	Iteration 77F: 3 clusters Score -1.508918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Entering Unmasked Estep 
Score: -8957709.000000 Penalty: 2752.473145
	Iteration 0F: 2 clusters Score -8957709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -8913408.000000 Penalty: 5504.946289
	Iteration 0F: 3 clusters Score -8913408 nChanged 30852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -8930787.000000 Penalty: 5504.946289
	Iteration 1F: 3 clusters Score -8930787 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -8931520.000000 Penalty: 5504.946289
	Iteration 2Q: 3 clusters Score -8931520 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -8932276.000000 Penalty: 5504.946289
	Iteration 3Q: 3 clusters Score -8932276 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -8933250.000000 Penalty: 5504.946289
	Iteration 4Q: 3 clusters Score -8933250 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -8934363.000000 Penalty: 5504.946289
	Iteration 5Q: 3 clusters Score -8934363 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -8935742.000000 Penalty: 5504.946289
	Iteration 6Q: 3 clusters Score -8935742 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -8937713.000000 Penalty: 5504.946289
	Iteration 7F: 3 clusters Score -8937713 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -8940489.000000 Penalty: 5504.946289
	Iteration 8F: 3 clusters Score -8940489 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -8943889.000000 Penalty: 5504.946289
	Iteration 9F: 3 clusters Score -8943889 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -8947410.000000 Penalty: 5504.946289
	Iteration 10F: 3 clusters Score -8947410 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -8950274.000000 Penalty: 5504.946289
	Iteration 11Q: 3 clusters Score -8950274 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -8952203.000000 Penalty: 5504.946289
	Iteration 12Q: 3 clusters Score -8952203 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -8953358.000000 Penalty: 5504.946289
	Iteration 13Q: 3 clusters Score -8953358 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -8954073.000000 Penalty: 5504.946289
	Iteration 14Q: 3 clusters Score -8954073 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -8954498.000000 Penalty: 5504.946289
	Iteration 15Q: 3 clusters Score -8954498 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8954780.000000 Penalty: 5504.946289
	Iteration 16Q: 3 clusters Score -8954780 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8954941.000000 Penalty: 5504.946289
	Iteration 17Q: 3 clusters Score -8954941 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -8955036.000000 Penalty: 5504.946289
	Iteration 18Q: 3 clusters Score -8955036 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8955104.000000 Penalty: 5504.946289
	Iteration 19Q: 3 clusters Score -8955104 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8955131.000000 Penalty: 5504.946289
	Iteration 20F: 3 clusters Score -8955131 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8955172.000000 Penalty: 5504.946289
	Iteration 21Q: 3 clusters Score -8955172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8955217.000000 Penalty: 5504.946289
	Iteration 22Q: 3 clusters Score -8955217 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8955254.000000 Penalty: 5504.946289
	Iteration 23Q: 3 clusters Score -8955254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -8955263.000000 Penalty: 5504.946289
	Iteration 24Q: 3 clusters Score -8955263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8955288.000000 Penalty: 5504.946289
	Iteration 25Q: 3 clusters Score -8955288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8955295.000000 Penalty: 5504.946289
	Iteration 26Q: 3 clusters Score -8955295 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8955296.000000 Penalty: 5504.946289
	Iteration 27Q: 3 clusters Score -8955296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8955316.000000 Penalty: 5504.946289
	Iteration 28Q: 3 clusters Score -8955316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8955323.000000 Penalty: 5504.946289
	Iteration 29Q: 3 clusters Score -8955323 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8955334.000000 Penalty: 5504.946289
	Iteration 30Q: 3 clusters Score -8955334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8955342.000000 Penalty: 5504.946289
	Iteration 31Q: 3 clusters Score -8955342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -8955359.000000 Penalty: 5504.946289
	Iteration 32Q: 3 clusters Score -8955359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8955363.000000 Penalty: 5504.946289
	Iteration 33Q: 3 clusters Score -8955363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8955387.000000 Penalty: 5504.946289
	Iteration 34Q: 3 clusters Score -8955387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8955379.000000 Penalty: 5504.946289
	Iteration 35Q: 3 clusters Score -8955379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8955384.000000 Penalty: 5504.946289
	Iteration 36Q: 3 clusters Score -8955384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8955375.000000 Penalty: 5504.946289
	Iteration 37Q: 3 clusters Score -8955375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8955385.000000 Penalty: 5504.946289
	Iteration 38Q: 3 clusters Score -8955385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8955395.000000 Penalty: 5504.946289
	Iteration 39Q: 3 clusters Score -8955395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8955403.000000 Penalty: 5504.946289
	Iteration 40F: 3 clusters Score -8955403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8955404.000000 Penalty: 5504.946289
	Iteration 41Q: 3 clusters Score -8955404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8955406.000000 Penalty: 5504.946289
	Iteration 42Q: 3 clusters Score -8955406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8955416.000000 Penalty: 5504.946289
	Iteration 43Q: 3 clusters Score -8955416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8955408.000000 Penalty: 5504.946289
	Iteration 44Q: 3 clusters Score -8955408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8955420.000000 Penalty: 5504.946289
	Iteration 45Q: 3 clusters Score -8955420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8955421.000000 Penalty: 5504.946289
	Iteration 46Q: 3 clusters Score -8955421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8955427.000000 Penalty: 5504.946289
	Iteration 47Q: 3 clusters Score -8955427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8955418.000000 Penalty: 5504.946289
	Iteration 48Q: 3 clusters Score -8955418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8955418.000000 Penalty: 5504.946289
	Iteration 49Q: 3 clusters Score -8955418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8955415.000000 Penalty: 5504.946289
	Iteration 50Q: 3 clusters Score -8955415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8955418.000000 Penalty: 5504.946289
	Iteration 51Q: 3 clusters Score -8955418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8955420.000000 Penalty: 5504.946289
	Iteration 52Q: 3 clusters Score -8955420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8955420.000000 Penalty: 5504.946289
	Iteration 53F: 3 clusters Score -8955420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Entering Unmasked Estep 
Score: -965350.937500 Penalty: 2210.159668
	Iteration 0F: 2 clusters Score -965350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -959324.875000 Penalty: 4420.319336
	Iteration 0F: 3 clusters Score -959324.9 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -960946.000000 Penalty: 4420.319336
	Iteration 1F: 3 clusters Score -960946 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -961195.312500 Penalty: 4420.319336
	Iteration 2F: 3 clusters Score -961195.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -961361.125000 Penalty: 4420.319336
	Iteration 3Q: 3 clusters Score -961361.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -961516.500000 Penalty: 4420.319336
	Iteration 4Q: 3 clusters Score -961516.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -961675.812500 Penalty: 4420.319336
	Iteration 5Q: 3 clusters Score -961675.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -961824.875000 Penalty: 4420.319336
	Iteration 6Q: 3 clusters Score -961824.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -961957.875000 Penalty: 4420.319336
	Iteration 7Q: 3 clusters Score -961957.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -962089.062500 Penalty: 4420.319336
	Iteration 8Q: 3 clusters Score -962089.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -962219.375000 Penalty: 4420.319336
	Iteration 9Q: 3 clusters Score -962219.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -962342.500000 Penalty: 4420.319336
	Iteration 10Q: 3 clusters Score -962342.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -962483.937500 Penalty: 4420.319336
	Iteration 11Q: 3 clusters Score -962483.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -962630.312500 Penalty: 4420.319336
	Iteration 12Q: 3 clusters Score -962630.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -962784.250000 Penalty: 4420.319336
	Iteration 13Q: 3 clusters Score -962784.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -962919.812500 Penalty: 4420.319336
	Iteration 14Q: 3 clusters Score -962919.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -963031.562500 Penalty: 4420.319336
	Iteration 15Q: 3 clusters Score -963031.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -963104.375000 Penalty: 4420.319336
	Iteration 16Q: 3 clusters Score -963104.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -963164.125000 Penalty: 4420.319336
	Iteration 17Q: 3 clusters Score -963164.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -963207.062500 Penalty: 4420.319336
	Iteration 18Q: 3 clusters Score -963207.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -963239.812500 Penalty: 4420.319336
	Iteration 19Q: 3 clusters Score -963239.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -963271.375000 Penalty: 4420.319336
	Iteration 20F: 3 clusters Score -963271.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -963289.875000 Penalty: 4420.319336
	Iteration 21Q: 3 clusters Score -963289.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -963313.312500 Penalty: 4420.319336
	Iteration 22Q: 3 clusters Score -963313.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -963336.250000 Penalty: 4420.319336
	Iteration 23Q: 3 clusters Score -963336.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -963354.562500 Penalty: 4420.319336
	Iteration 24Q: 3 clusters Score -963354.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -963367.000000 Penalty: 4420.319336
	Iteration 25Q: 3 clusters Score -963367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -963379.750000 Penalty: 4420.319336
	Iteration 26Q: 3 clusters Score -963379.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -963389.875000 Penalty: 4420.319336
	Iteration 27Q: 3 clusters Score -963389.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -963397.937500 Penalty: 4420.319336
	Iteration 28Q: 3 clusters Score -963397.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -963412.875000 Penalty: 4420.319336
	Iteration 29Q: 3 clusters Score -963412.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -963419.062500 Penalty: 4420.319336
	Iteration 30Q: 3 clusters Score -963419.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -963430.375000 Penalty: 4420.319336
	Iteration 31Q: 3 clusters Score -963430.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -963431.875000 Penalty: 4420.319336
	Iteration 32Q: 3 clusters Score -963431.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -963437.062500 Penalty: 4420.319336
	Iteration 33Q: 3 clusters Score -963437.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -963448.500000 Penalty: 4420.319336
	Iteration 34Q: 3 clusters Score -963448.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -963458.062500 Penalty: 4420.319336
	Iteration 35Q: 3 clusters Score -963458.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -963466.812500 Penalty: 4420.319336
	Iteration 36Q: 3 clusters Score -963466.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -963477.062500 Penalty: 4420.319336
	Iteration 37Q: 3 clusters Score -963477.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -963493.437500 Penalty: 4420.319336
	Iteration 38Q: 3 clusters Score -963493.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -963498.437500 Penalty: 4420.319336
	Iteration 39Q: 3 clusters Score -963498.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -963509.312500 Penalty: 4420.319336
	Iteration 40F: 3 clusters Score -963509.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -963521.500000 Penalty: 4420.319336
	Iteration 41Q: 3 clusters Score -963521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -963525.375000 Penalty: 4420.319336
	Iteration 42Q: 3 clusters Score -963525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -963530.625000 Penalty: 4420.319336
	Iteration 43Q: 3 clusters Score -963530.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -963533.437500 Penalty: 4420.319336
	Iteration 44Q: 3 clusters Score -963533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -963534.875000 Penalty: 4420.319336
	Iteration 45Q: 3 clusters Score -963534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -963536.750000 Penalty: 4420.319336
	Iteration 46Q: 3 clusters Score -963536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -963537.125000 Penalty: 4420.319336
	Iteration 47Q: 3 clusters Score -963537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -963539.187500 Penalty: 4420.319336
	Iteration 48Q: 3 clusters Score -963539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -963541.250000 Penalty: 4420.319336
	Iteration 49Q: 3 clusters Score -963541.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -963544.187500 Penalty: 4420.319336
	Iteration 50Q: 3 clusters Score -963544.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -963546.750000 Penalty: 4420.319336
	Iteration 51Q: 3 clusters Score -963546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -963549.937500 Penalty: 4420.319336
	Iteration 52Q: 3 clusters Score -963549.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -963552.375000 Penalty: 4420.319336
	Iteration 53Q: 3 clusters Score -963552.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -963554.125000 Penalty: 4420.319336
	Iteration 54Q: 3 clusters Score -963554.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -963559.937500 Penalty: 4420.319336
	Iteration 55Q: 3 clusters Score -963559.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -963565.375000 Penalty: 4420.319336
	Iteration 56Q: 3 clusters Score -963565.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -963571.250000 Penalty: 4420.319336
	Iteration 57Q: 3 clusters Score -963571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -963575.250000 Penalty: 4420.319336
	Iteration 58Q: 3 clusters Score -963575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -963574.625000 Penalty: 4420.319336
	Iteration 59Q: 3 clusters Score -963574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -963578.875000 Penalty: 4420.319336
	Iteration 60F: 3 clusters Score -963578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -963580.187500 Penalty: 4420.319336
	Iteration 61Q: 3 clusters Score -963580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -963579.812500 Penalty: 4420.319336
	Iteration 62Q: 3 clusters Score -963579.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -963579.562500 Penalty: 4420.319336
	Iteration 63Q: 3 clusters Score -963579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -963580.500000 Penalty: 4420.319336
	Iteration 64Q: 3 clusters Score -963580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -963583.000000 Penalty: 4420.319336
	Iteration 65Q: 3 clusters Score -963583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -963583.000000 Penalty: 4420.319336
	Iteration 66F: 3 clusters Score -963583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -298554.093750 Penalty: 1911.351562
	Iteration 0F: 2 clusters Score -298554.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -295752.687500 Penalty: 3822.703125
	Iteration 0F: 3 clusters Score -295752.7 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -296292.031250 Penalty: 3822.703125
	Iteration 1F: 3 clusters Score -296292 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296445.875000 Penalty: 3822.703125
	Iteration 2F: 3 clusters Score -296445.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -296534.625000 Penalty: 3822.703125
	Iteration 3F: 3 clusters Score -296534.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -296603.718750 Penalty: 3822.703125
	Iteration 4Q: 3 clusters Score -296603.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -296674.281250 Penalty: 3822.703125
	Iteration 5Q: 3 clusters Score -296674.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -296731.562500 Penalty: 3822.703125
	Iteration 6Q: 3 clusters Score -296731.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -296761.156250 Penalty: 3822.703125
	Iteration 7Q: 3 clusters Score -296761.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -296784.125000 Penalty: 3822.703125
	Iteration 8Q: 3 clusters Score -296784.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -296803.031250 Penalty: 3822.703125
	Iteration 9Q: 3 clusters Score -296803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -296815.312500 Penalty: 3822.703125
	Iteration 10Q: 3 clusters Score -296815.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -296826.718750 Penalty: 3822.703125
	Iteration 11Q: 3 clusters Score -296826.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -296835.843750 Penalty: 3822.703125
	Iteration 12Q: 3 clusters Score -296835.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -296849.312500 Penalty: 3822.703125
	Iteration 13Q: 3 clusters Score -296849.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -296859.500000 Penalty: 3822.703125
	Iteration 14Q: 3 clusters Score -296859.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -296870.500000 Penalty: 3822.703125
	Iteration 15Q: 3 clusters Score -296870.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -296881.843750 Penalty: 3822.703125
	Iteration 16Q: 3 clusters Score -296881.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -296888.187500 Penalty: 3822.703125
	Iteration 17Q: 3 clusters Score -296888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -296894.218750 Penalty: 3822.703125
	Iteration 18Q: 3 clusters Score -296894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -296900.781250 Penalty: 3822.703125
	Iteration 19Q: 3 clusters Score -296900.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -296905.968750 Penalty: 3822.703125
	Iteration 20F: 3 clusters Score -296906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -296913.218750 Penalty: 3822.703125
	Iteration 21Q: 3 clusters Score -296913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -296918.562500 Penalty: 3822.703125
	Iteration 22Q: 3 clusters Score -296918.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -296924.750000 Penalty: 3822.703125
	Iteration 23Q: 3 clusters Score -296924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -296932.281250 Penalty: 3822.703125
	Iteration 24Q: 3 clusters Score -296932.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -296942.250000 Penalty: 3822.703125
	Iteration 25Q: 3 clusters Score -296942.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -296960.000000 Penalty: 3822.703125
	Iteration 26Q: 3 clusters Score -296960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -296981.562500 Penalty: 3822.703125
	Iteration 27Q: 3 clusters Score -296981.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -296998.593750 Penalty: 3822.703125
	Iteration 28Q: 3 clusters Score -296998.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -297015.906250 Penalty: 3822.703125
	Iteration 29Q: 3 clusters Score -297015.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -297024.062500 Penalty: 3822.703125
	Iteration 30Q: 3 clusters Score -297024.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -297034.406250 Penalty: 3822.703125
	Iteration 31Q: 3 clusters Score -297034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -297040.875000 Penalty: 3822.703125
	Iteration 32Q: 3 clusters Score -297040.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -297045.562500 Penalty: 3822.703125
	Iteration 33Q: 3 clusters Score -297045.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -297050.718750 Penalty: 3822.703125
	Iteration 34Q: 3 clusters Score -297050.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -297055.000000 Penalty: 3822.703125
	Iteration 35Q: 3 clusters Score -297055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -297060.250000 Penalty: 3822.703125
	Iteration 36Q: 3 clusters Score -297060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -297062.593750 Penalty: 3822.703125
	Iteration 37Q: 3 clusters Score -297062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -297065.187500 Penalty: 3822.703125
	Iteration 38Q: 3 clusters Score -297065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -297068.812500 Penalty: 3822.703125
	Iteration 39Q: 3 clusters Score -297068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -297071.843750 Penalty: 3822.703125
	Iteration 40F: 3 clusters Score -297071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -297076.687500 Penalty: 3822.703125
	Iteration 41Q: 3 clusters Score -297076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -297078.687500 Penalty: 3822.703125
	Iteration 42Q: 3 clusters Score -297078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -297078.937500 Penalty: 3822.703125
	Iteration 43Q: 3 clusters Score -297078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -297079.250000 Penalty: 3822.703125
	Iteration 44Q: 3 clusters Score -297079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -297079.968750 Penalty: 3822.703125
	Iteration 45Q: 3 clusters Score -297080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -297079.968750 Penalty: 3822.703125
	Iteration 46F: 3 clusters Score -297080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Entering Unmasked Estep 
Score: -641858.000000 Penalty: 2098.758789
	Iteration 0F: 2 clusters Score -641858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -637492.375000 Penalty: 4197.517578
	Iteration 0F: 3 clusters Score -637492.4 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -638483.375000 Penalty: 4197.517578
	Iteration 1F: 3 clusters Score -638483.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -638672.375000 Penalty: 4197.517578
	Iteration 2F: 3 clusters Score -638672.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -638765.875000 Penalty: 4197.517578
	Iteration 3Q: 3 clusters Score -638765.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -638823.000000 Penalty: 4197.517578
	Iteration 4Q: 3 clusters Score -638823 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -638859.812500 Penalty: 4197.517578
	Iteration 5Q: 3 clusters Score -638859.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -638885.312500 Penalty: 4197.517578
	Iteration 6Q: 3 clusters Score -638885.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -638908.125000 Penalty: 4197.517578
	Iteration 7Q: 3 clusters Score -638908.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -638923.375000 Penalty: 4197.517578
	Iteration 8Q: 3 clusters Score -638923.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -638933.562500 Penalty: 4197.517578
	Iteration 9Q: 3 clusters Score -638933.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -638942.000000 Penalty: 4197.517578
	Iteration 10Q: 3 clusters Score -638942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -638948.625000 Penalty: 4197.517578
	Iteration 11Q: 3 clusters Score -638948.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -638958.687500 Penalty: 4197.517578
	Iteration 12Q: 3 clusters Score -638958.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -638967.875000 Penalty: 4197.517578
	Iteration 13Q: 3 clusters Score -638967.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -638984.937500 Penalty: 4197.517578
	Iteration 14Q: 3 clusters Score -638984.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -638998.812500 Penalty: 4197.517578
	Iteration 15Q: 3 clusters Score -638998.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -639012.562500 Penalty: 4197.517578
	Iteration 16Q: 3 clusters Score -639012.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -639029.250000 Penalty: 4197.517578
	Iteration 17Q: 3 clusters Score -639029.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -639042.437500 Penalty: 4197.517578
	Iteration 18Q: 3 clusters Score -639042.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -639058.687500 Penalty: 4197.517578
	Iteration 19Q: 3 clusters Score -639058.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -639070.562500 Penalty: 4197.517578
	Iteration 20F: 3 clusters Score -639070.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -639084.750000 Penalty: 4197.517578
	Iteration 21Q: 3 clusters Score -639084.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -639097.812500 Penalty: 4197.517578
	Iteration 22Q: 3 clusters Score -639097.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -639113.625000 Penalty: 4197.517578
	Iteration 23Q: 3 clusters Score -639113.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -639129.187500 Penalty: 4197.517578
	Iteration 24Q: 3 clusters Score -639129.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -639146.250000 Penalty: 4197.517578
	Iteration 25Q: 3 clusters Score -639146.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -639158.875000 Penalty: 4197.517578
	Iteration 26Q: 3 clusters Score -639158.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -639173.125000 Penalty: 4197.517578
	Iteration 27Q: 3 clusters Score -639173.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -639192.687500 Penalty: 4197.517578
	Iteration 28Q: 3 clusters Score -639192.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -639215.812500 Penalty: 4197.517578
	Iteration 29Q: 3 clusters Score -639215.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -639242.125000 Penalty: 4197.517578
	Iteration 30Q: 3 clusters Score -639242.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -639265.812500 Penalty: 4197.517578
	Iteration 31Q: 3 clusters Score -639265.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -639281.750000 Penalty: 4197.517578
	Iteration 32Q: 3 clusters Score -639281.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -639299.000000 Penalty: 4197.517578
	Iteration 33Q: 3 clusters Score -639299 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -639322.437500 Penalty: 4197.517578
	Iteration 34Q: 3 clusters Score -639322.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -639343.687500 Penalty: 4197.517578
	Iteration 35Q: 3 clusters Score -639343.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -639364.000000 Penalty: 4197.517578
	Iteration 36Q: 3 clusters Score -639364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -639394.437500 Penalty: 4197.517578
	Iteration 37Q: 3 clusters Score -639394.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -639426.312500 Penalty: 4197.517578
	Iteration 38Q: 3 clusters Score -639426.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -639462.062500 Penalty: 4197.517578
	Iteration 39Q: 3 clusters Score -639462.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -639500.187500 Penalty: 4197.517578
	Iteration 40F: 3 clusters Score -639500.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -639539.500000 Penalty: 4197.517578
	Iteration 41Q: 3 clusters Score -639539.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -639573.937500 Penalty: 4197.517578
	Iteration 42Q: 3 clusters Score -639573.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -639607.062500 Penalty: 4197.517578
	Iteration 43Q: 3 clusters Score -639607.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -639639.875000 Penalty: 4197.517578
	Iteration 44Q: 3 clusters Score -639639.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -639676.750000 Penalty: 4197.517578
	Iteration 45Q: 3 clusters Score -639676.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -639712.187500 Penalty: 4197.517578
	Iteration 46Q: 3 clusters Score -639712.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -639745.062500 Penalty: 4197.517578
	Iteration 47Q: 3 clusters Score -639745.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -639770.187500 Penalty: 4197.517578
	Iteration 48Q: 3 clusters Score -639770.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -639802.500000 Penalty: 4197.517578
	Iteration 49Q: 3 clusters Score -639802.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -639830.687500 Penalty: 4197.517578
	Iteration 50Q: 3 clusters Score -639830.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -639853.062500 Penalty: 4197.517578
	Iteration 51Q: 3 clusters Score -639853.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -639881.312500 Penalty: 4197.517578
	Iteration 52Q: 3 clusters Score -639881.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -639899.625000 Penalty: 4197.517578
	Iteration 53Q: 3 clusters Score -639899.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -639914.437500 Penalty: 4197.517578
	Iteration 54Q: 3 clusters Score -639914.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -639921.750000 Penalty: 4197.517578
	Iteration 55Q: 3 clusters Score -639921.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -639929.812500 Penalty: 4197.517578
	Iteration 56Q: 3 clusters Score -639929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -639938.125000 Penalty: 4197.517578
	Iteration 57Q: 3 clusters Score -639938.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -639945.687500 Penalty: 4197.517578
	Iteration 58Q: 3 clusters Score -639945.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -639957.375000 Penalty: 4197.517578
	Iteration 59Q: 3 clusters Score -639957.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -639967.500000 Penalty: 4197.517578
	Iteration 60F: 3 clusters Score -639967.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -639976.937500 Penalty: 4197.517578
	Iteration 61Q: 3 clusters Score -639976.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -639983.000000 Penalty: 4197.517578
	Iteration 62Q: 3 clusters Score -639983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -639989.812500 Penalty: 4197.517578
	Iteration 63Q: 3 clusters Score -639989.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -639991.687500 Penalty: 4197.517578
	Iteration 64Q: 3 clusters Score -639991.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -639994.187500 Penalty: 4197.517578
	Iteration 65Q: 3 clusters Score -639994.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -639997.750000 Penalty: 4197.517578
	Iteration 66Q: 3 clusters Score -639997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -640003.187500 Penalty: 4197.517578
	Iteration 67Q: 3 clusters Score -640003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -640009.000000 Penalty: 4197.517578
	Iteration 68Q: 3 clusters Score -640009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -640014.687500 Penalty: 4197.517578
	Iteration 69Q: 3 clusters Score -640014.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -640019.187500 Penalty: 4197.517578
	Iteration 70Q: 3 clusters Score -640019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -640021.437500 Penalty: 4197.517578
	Iteration 71Q: 3 clusters Score -640021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -640023.187500 Penalty: 4197.517578
	Iteration 72Q: 3 clusters Score -640023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -640024.750000 Penalty: 4197.517578
	Iteration 73Q: 3 clusters Score -640024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -640025.562500 Penalty: 4197.517578
	Iteration 74Q: 3 clusters Score -640025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -640027.875000 Penalty: 4197.517578
	Iteration 75Q: 3 clusters Score -640027.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -640027.937500 Penalty: 4197.517578
	Iteration 76Q: 3 clusters Score -640027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -640028.875000 Penalty: 4197.517578
	Iteration 77Q: 3 clusters Score -640028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -640029.125000 Penalty: 4197.517578
	Iteration 78Q: 3 clusters Score -640029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -640029.125000 Penalty: 4197.517578
	Iteration 79F: 3 clusters Score -640029.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173403 members 
Entering Unmasked Estep 
Score: -23241906.000000 Penalty: 2991.716553
	Iteration 0F: 2 clusters Score -2.324191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -23127696.000000 Penalty: 5983.433105
	Iteration 0F: 3 clusters Score -2.31277e+07 nChanged 83376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 84783 members 
Entering Unmasked Estep 
Score: -23176592.000000 Penalty: 5983.433105
	Iteration 1F: 3 clusters Score -2.317659e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -23178018.000000 Penalty: 5983.433105
	Iteration 2Q: 3 clusters Score -2.317802e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -23180266.000000 Penalty: 5983.433105
	Iteration 3Q: 3 clusters Score -2.318027e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -23183130.000000 Penalty: 5983.433105
	Iteration 4Q: 3 clusters Score -2.318313e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -23187672.000000 Penalty: 5983.433105
	Iteration 5F: 3 clusters Score -2.318767e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -23194826.000000 Penalty: 5983.433105
	Iteration 6F: 3 clusters Score -2.319483e+07 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -23204422.000000 Penalty: 5983.433105
	Iteration 7F: 3 clusters Score -2.320442e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123065 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -23215162.000000 Penalty: 5983.433105
	Iteration 8F: 3 clusters Score -2.321516e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128996 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -23222862.000000 Penalty: 5983.433105
	Iteration 9F: 3 clusters Score -2.322286e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132954 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -23226694.000000 Penalty: 5983.433105
	Iteration 10Q: 3 clusters Score -2.322669e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136058 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -23228620.000000 Penalty: 5983.433105
	Iteration 11Q: 3 clusters Score -2.322862e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138918 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -23230104.000000 Penalty: 5983.433105
	Iteration 12Q: 3 clusters Score -2.32301e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141401 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -23231198.000000 Penalty: 5983.433105
	Iteration 13Q: 3 clusters Score -2.32312e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143810 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -23232208.000000 Penalty: 5983.433105
	Iteration 14Q: 3 clusters Score -2.323221e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146038 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -23233156.000000 Penalty: 5983.433105
	Iteration 15Q: 3 clusters Score -2.323316e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148143 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -23233862.000000 Penalty: 5983.433105
	Iteration 16Q: 3 clusters Score -2.323386e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -23234544.000000 Penalty: 5983.433105
	Iteration 17Q: 3 clusters Score -2.323454e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151971 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -23235160.000000 Penalty: 5983.433105
	Iteration 18Q: 3 clusters Score -2.323516e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153751 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -23235762.000000 Penalty: 5983.433105
	Iteration 19Q: 3 clusters Score -2.323576e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155474 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -23236348.000000 Penalty: 5983.433105
	Iteration 20F: 3 clusters Score -2.323635e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157013 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -23236926.000000 Penalty: 5983.433105
	Iteration 21Q: 3 clusters Score -2.323693e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158546 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -23237438.000000 Penalty: 5983.433105
	Iteration 22Q: 3 clusters Score -2.323744e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159996 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -23237900.000000 Penalty: 5983.433105
	Iteration 23Q: 3 clusters Score -2.32379e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161332 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -23238212.000000 Penalty: 5983.433105
	Iteration 24Q: 3 clusters Score -2.323821e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162602 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -23238548.000000 Penalty: 5983.433105
	Iteration 25Q: 3 clusters Score -2.323855e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163758 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -23238728.000000 Penalty: 5983.433105
	Iteration 26Q: 3 clusters Score -2.323873e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164793 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -23238862.000000 Penalty: 5983.433105
	Iteration 27Q: 3 clusters Score -2.323886e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165715 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -23239164.000000 Penalty: 5983.433105
	Iteration 28Q: 3 clusters Score -2.323916e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -23239310.000000 Penalty: 5983.433105
	Iteration 29Q: 3 clusters Score -2.323931e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167226 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -23239408.000000 Penalty: 5983.433105
	Iteration 30Q: 3 clusters Score -2.323941e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167831 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -23239488.000000 Penalty: 5983.433105
	Iteration 31Q: 3 clusters Score -2.323949e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168348 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -23239560.000000 Penalty: 5983.433105
	Iteration 32Q: 3 clusters Score -2.323956e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168811 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -23239690.000000 Penalty: 5983.433105
	Iteration 33Q: 3 clusters Score -2.323969e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169195 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -23239756.000000 Penalty: 5983.433105
	Iteration 34Q: 3 clusters Score -2.323976e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -23239806.000000 Penalty: 5983.433105
	Iteration 35Q: 3 clusters Score -2.323981e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169844 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -23239898.000000 Penalty: 5983.433105
	Iteration 36Q: 3 clusters Score -2.32399e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170097 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -23239952.000000 Penalty: 5983.433105
	Iteration 37Q: 3 clusters Score -2.323995e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170323 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -23239944.000000 Penalty: 5983.433105
	Iteration 38Q: 3 clusters Score -2.323994e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170515 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -23239984.000000 Penalty: 5983.433105
	Iteration 39Q: 3 clusters Score -2.323998e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170661 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -23240028.000000 Penalty: 5983.433105
	Iteration 40F: 3 clusters Score -2.324003e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170774 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -23240000.000000 Penalty: 5983.433105
	Iteration 41Q: 3 clusters Score -2.324e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170878 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -23240000.000000 Penalty: 5983.433105
	Iteration 42Q: 3 clusters Score -2.324e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170949 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -23240014.000000 Penalty: 5983.433105
	Iteration 43Q: 3 clusters Score -2.324001e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171013 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -23240014.000000 Penalty: 5983.433105
	Iteration 44Q: 3 clusters Score -2.324001e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171072 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -23240044.000000 Penalty: 5983.433105
	Iteration 45Q: 3 clusters Score -2.324004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -23240036.000000 Penalty: 5983.433105
	Iteration 46Q: 3 clusters Score -2.324004e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171146 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -23240010.000000 Penalty: 5983.433105
	Iteration 47Q: 3 clusters Score -2.324001e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171171 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -23240028.000000 Penalty: 5983.433105
	Iteration 48Q: 3 clusters Score -2.324003e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171204 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -23240026.000000 Penalty: 5983.433105
	Iteration 49Q: 3 clusters Score -2.324003e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171241 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -23240020.000000 Penalty: 5983.433105
	Iteration 50Q: 3 clusters Score -2.324002e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171270 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -23240028.000000 Penalty: 5983.433105
	Iteration 51Q: 3 clusters Score -2.324003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171288 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -23240044.000000 Penalty: 5983.433105
	Iteration 52Q: 3 clusters Score -2.324004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171305 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -23240020.000000 Penalty: 5983.433105
	Iteration 53Q: 3 clusters Score -2.324002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171321 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -23240016.000000 Penalty: 5983.433105
	Iteration 54Q: 3 clusters Score -2.324002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171328 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -23240030.000000 Penalty: 5983.433105
	Iteration 55Q: 3 clusters Score -2.324003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171333 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -23240048.000000 Penalty: 5983.433105
	Iteration 56Q: 3 clusters Score -2.324005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -23240048.000000 Penalty: 5983.433105
	Iteration 57Q: 3 clusters Score -2.324005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171340 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -23240050.000000 Penalty: 5983.433105
	Iteration 58Q: 3 clusters Score -2.324005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171341 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -23240050.000000 Penalty: 5983.433105
	Iteration 59Q: 3 clusters Score -2.324005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171353 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -23240078.000000 Penalty: 5983.433105
	Iteration 60F: 3 clusters Score -2.324008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -23240062.000000 Penalty: 5983.433105
	Iteration 61Q: 3 clusters Score -2.324006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -23240072.000000 Penalty: 5983.433105
	Iteration 62Q: 3 clusters Score -2.324007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -23240078.000000 Penalty: 5983.433105
	Iteration 63Q: 3 clusters Score -2.324008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171369 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -23240068.000000 Penalty: 5983.433105
	Iteration 64Q: 3 clusters Score -2.324007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171374 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -23240070.000000 Penalty: 5983.433105
	Iteration 65Q: 3 clusters Score -2.324007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171377 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -23240066.000000 Penalty: 5983.433105
	Iteration 66Q: 3 clusters Score -2.324007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171379 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -23240070.000000 Penalty: 5983.433105
	Iteration 67Q: 3 clusters Score -2.324007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171382 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -23240064.000000 Penalty: 5983.433105
	Iteration 68Q: 3 clusters Score -2.324006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171386 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -23240052.000000 Penalty: 5983.433105
	Iteration 69Q: 3 clusters Score -2.324005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -23240062.000000 Penalty: 5983.433105
	Iteration 70Q: 3 clusters Score -2.324006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171392 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -23240070.000000 Penalty: 5983.433105
	Iteration 71Q: 3 clusters Score -2.324007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -23240072.000000 Penalty: 5983.433105
	Iteration 72Q: 3 clusters Score -2.324007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171394 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -23240070.000000 Penalty: 5983.433105
	Iteration 73Q: 3 clusters Score -2.324007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171397 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -23240074.000000 Penalty: 5983.433105
	Iteration 74Q: 3 clusters Score -2.324007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -23240076.000000 Penalty: 5983.433105
	Iteration 75Q: 3 clusters Score -2.324008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171402 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -23240074.000000 Penalty: 5983.433105
	Iteration 76Q: 3 clusters Score -2.324007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171410 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -23240088.000000 Penalty: 5983.433105
	Iteration 77Q: 3 clusters Score -2.324009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171416 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -23240112.000000 Penalty: 5983.433105
	Iteration 78Q: 3 clusters Score -2.324011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -23240116.000000 Penalty: 5983.433105
	Iteration 79Q: 3 clusters Score -2.324012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171439 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -23240118.000000 Penalty: 5983.433105
	Iteration 80F: 3 clusters Score -2.324012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171449 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -23240114.000000 Penalty: 5983.433105
	Iteration 81Q: 3 clusters Score -2.324011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171457 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -23240106.000000 Penalty: 5983.433105
	Iteration 82Q: 3 clusters Score -2.324011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171465 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -23240122.000000 Penalty: 5983.433105
	Iteration 83Q: 3 clusters Score -2.324012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171470 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -23240116.000000 Penalty: 5983.433105
	Iteration 84Q: 3 clusters Score -2.324012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171471 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -23240116.000000 Penalty: 5983.433105
	Iteration 85Q: 3 clusters Score -2.324012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171475 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -23240128.000000 Penalty: 5983.433105
	Iteration 86Q: 3 clusters Score -2.324013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171479 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -23240122.000000 Penalty: 5983.433105
	Iteration 87Q: 3 clusters Score -2.324012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171479 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -23240130.000000 Penalty: 5983.433105
	Iteration 88Q: 3 clusters Score -2.324013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171479 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -23240130.000000 Penalty: 5983.433105
	Iteration 89F: 3 clusters Score -2.324013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -56723.410156 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -56723.41 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 231 members 
Entering Unmasked Estep 
Score: -55240.335938 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -55240.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55372.730469 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -55372.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55427.136719 Penalty: 3031.287842
	Iteration 2Q: 3 clusters Score -55427.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55442.937500 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -55442.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55453.617188 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -55453.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55464.070312 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -55464.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55472.484375 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -55472.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55475.832031 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -55475.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55477.894531 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -55477.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55485.902344 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -55485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55499.285156 Penalty: 3031.287842
	Iteration 10Q: 3 clusters Score -55499.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55502.902344 Penalty: 3031.287842
	Iteration 11Q: 3 clusters Score -55502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55502.902344 Penalty: 3031.287842
	Iteration 12F: 3 clusters Score -55502.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51696.160156 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -51696.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50297.832031 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -50297.83 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50522.480469 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -50522.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50626.707031 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -50626.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50685.808594 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -50685.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50720.035156 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -50720.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50740.320312 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -50740.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50754.621094 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -50754.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50784.171875 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -50784.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50825.371094 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -50825.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50876.500000 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -50876.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50909.847656 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -50909.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50958.890625 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -50958.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50976.722656 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -50976.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51003.308594 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -51003.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51062.460938 Penalty: 3023.529053
	Iteration 14Q: 3 clusters Score -51062.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51161.984375 Penalty: 3023.529053
	Iteration 15Q: 3 clusters Score -51161.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51200.492188 Penalty: 3023.529053
	Iteration 16Q: 3 clusters Score -51200.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51215.906250 Penalty: 3023.529053
	Iteration 17Q: 3 clusters Score -51215.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51222.941406 Penalty: 3023.529053
	Iteration 18Q: 3 clusters Score -51222.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51229.261719 Penalty: 3023.529053
	Iteration 19Q: 3 clusters Score -51229.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51229.261719 Penalty: 3023.529053
	Iteration 20F: 3 clusters Score -51229.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -358275.968750 Penalty: 1971.111938
	Iteration 0F: 2 clusters Score -358276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -355112.625000 Penalty: 3942.223877
	Iteration 0F: 3 clusters Score -355112.6 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -355838.875000 Penalty: 3942.223877
	Iteration 1F: 3 clusters Score -355838.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -356056.250000 Penalty: 3942.223877
	Iteration 2F: 3 clusters Score -356056.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -356271.625000 Penalty: 3942.223877
	Iteration 3F: 3 clusters Score -356271.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -356533.593750 Penalty: 3942.223877
	Iteration 4F: 3 clusters Score -356533.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -356787.656250 Penalty: 3942.223877
	Iteration 5F: 3 clusters Score -356787.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -357030.906250 Penalty: 3942.223877
	Iteration 6F: 3 clusters Score -357030.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -357208.343750 Penalty: 3942.223877
	Iteration 7Q: 3 clusters Score -357208.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -357315.312500 Penalty: 3942.223877
	Iteration 8Q: 3 clusters Score -357315.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -357393.937500 Penalty: 3942.223877
	Iteration 9Q: 3 clusters Score -357393.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -357450.812500 Penalty: 3942.223877
	Iteration 10Q: 3 clusters Score -357450.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -357491.718750 Penalty: 3942.223877
	Iteration 11Q: 3 clusters Score -357491.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -357524.031250 Penalty: 3942.223877
	Iteration 12Q: 3 clusters Score -357524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -357551.593750 Penalty: 3942.223877
	Iteration 13Q: 3 clusters Score -357551.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -357567.312500 Penalty: 3942.223877
	Iteration 14Q: 3 clusters Score -357567.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -357575.343750 Penalty: 3942.223877
	Iteration 15Q: 3 clusters Score -357575.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -357580.218750 Penalty: 3942.223877
	Iteration 16Q: 3 clusters Score -357580.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -357584.687500 Penalty: 3942.223877
	Iteration 17Q: 3 clusters Score -357584.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -357588.406250 Penalty: 3942.223877
	Iteration 18Q: 3 clusters Score -357588.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -357591.656250 Penalty: 3942.223877
	Iteration 19Q: 3 clusters Score -357591.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -357593.781250 Penalty: 3942.223877
	Iteration 20F: 3 clusters Score -357593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -357594.781250 Penalty: 3942.223877
	Iteration 21Q: 3 clusters Score -357594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -357595.812500 Penalty: 3942.223877
	Iteration 22Q: 3 clusters Score -357595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -357595.812500 Penalty: 3942.223877
	Iteration 23F: 3 clusters Score -357595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -326982.718750 Penalty: 1944.885132
	Iteration 0F: 2 clusters Score -326982.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -324020.781250 Penalty: 3889.770264
	Iteration 0F: 3 clusters Score -324020.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -324590.750000 Penalty: 3889.770264
	Iteration 1F: 3 clusters Score -324590.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324741.531250 Penalty: 3889.770264
	Iteration 2F: 3 clusters Score -324741.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -324825.937500 Penalty: 3889.770264
	Iteration 3Q: 3 clusters Score -324825.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -324903.531250 Penalty: 3889.770264
	Iteration 4Q: 3 clusters Score -324903.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -324961.125000 Penalty: 3889.770264
	Iteration 5Q: 3 clusters Score -324961.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -325016.531250 Penalty: 3889.770264
	Iteration 6Q: 3 clusters Score -325016.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -325081.156250 Penalty: 3889.770264
	Iteration 7Q: 3 clusters Score -325081.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -325143.031250 Penalty: 3889.770264
	Iteration 8Q: 3 clusters Score -325143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -325210.062500 Penalty: 3889.770264
	Iteration 9Q: 3 clusters Score -325210.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -325277.000000 Penalty: 3889.770264
	Iteration 10Q: 3 clusters Score -325277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -325331.781250 Penalty: 3889.770264
	Iteration 11Q: 3 clusters Score -325331.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -325395.562500 Penalty: 3889.770264
	Iteration 12Q: 3 clusters Score -325395.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -325444.031250 Penalty: 3889.770264
	Iteration 13Q: 3 clusters Score -325444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -325480.750000 Penalty: 3889.770264
	Iteration 14Q: 3 clusters Score -325480.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -325511.187500 Penalty: 3889.770264
	Iteration 15Q: 3 clusters Score -325511.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -325548.812500 Penalty: 3889.770264
	Iteration 16Q: 3 clusters Score -325548.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -325574.343750 Penalty: 3889.770264
	Iteration 17Q: 3 clusters Score -325574.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -325595.406250 Penalty: 3889.770264
	Iteration 18Q: 3 clusters Score -325595.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -325622.125000 Penalty: 3889.770264
	Iteration 19Q: 3 clusters Score -325622.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -325646.406250 Penalty: 3889.770264
	Iteration 20F: 3 clusters Score -325646.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -325660.562500 Penalty: 3889.770264
	Iteration 21Q: 3 clusters Score -325660.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -325670.812500 Penalty: 3889.770264
	Iteration 22Q: 3 clusters Score -325670.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -325679.375000 Penalty: 3889.770264
	Iteration 23Q: 3 clusters Score -325679.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -325686.937500 Penalty: 3889.770264
	Iteration 24Q: 3 clusters Score -325686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -325691.187500 Penalty: 3889.770264
	Iteration 25Q: 3 clusters Score -325691.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -325700.343750 Penalty: 3889.770264
	Iteration 26Q: 3 clusters Score -325700.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -325707.593750 Penalty: 3889.770264
	Iteration 27Q: 3 clusters Score -325707.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -325714.625000 Penalty: 3889.770264
	Iteration 28Q: 3 clusters Score -325714.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -325722.843750 Penalty: 3889.770264
	Iteration 29Q: 3 clusters Score -325722.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -325729.468750 Penalty: 3889.770264
	Iteration 30Q: 3 clusters Score -325729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -325735.968750 Penalty: 3889.770264
	Iteration 31Q: 3 clusters Score -325736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -325744.375000 Penalty: 3889.770264
	Iteration 32Q: 3 clusters Score -325744.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -325751.906250 Penalty: 3889.770264
	Iteration 33Q: 3 clusters Score -325751.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -325759.437500 Penalty: 3889.770264
	Iteration 34Q: 3 clusters Score -325759.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -325769.687500 Penalty: 3889.770264
	Iteration 35Q: 3 clusters Score -325769.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -325776.375000 Penalty: 3889.770264
	Iteration 36Q: 3 clusters Score -325776.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -325784.312500 Penalty: 3889.770264
	Iteration 37Q: 3 clusters Score -325784.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -325794.156250 Penalty: 3889.770264
	Iteration 38Q: 3 clusters Score -325794.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -325809.343750 Penalty: 3889.770264
	Iteration 39Q: 3 clusters Score -325809.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -325825.000000 Penalty: 3889.770264
	Iteration 40F: 3 clusters Score -325825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -325838.437500 Penalty: 3889.770264
	Iteration 41Q: 3 clusters Score -325838.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -325850.562500 Penalty: 3889.770264
	Iteration 42Q: 3 clusters Score -325850.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -325867.906250 Penalty: 3889.770264
	Iteration 43Q: 3 clusters Score -325867.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -325880.750000 Penalty: 3889.770264
	Iteration 44Q: 3 clusters Score -325880.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -325893.281250 Penalty: 3889.770264
	Iteration 45Q: 3 clusters Score -325893.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -325907.406250 Penalty: 3889.770264
	Iteration 46Q: 3 clusters Score -325907.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -325920.500000 Penalty: 3889.770264
	Iteration 47Q: 3 clusters Score -325920.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -325929.125000 Penalty: 3889.770264
	Iteration 48Q: 3 clusters Score -325929.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -325934.968750 Penalty: 3889.770264
	Iteration 49Q: 3 clusters Score -325935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -325937.718750 Penalty: 3889.770264
	Iteration 50Q: 3 clusters Score -325937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -325938.968750 Penalty: 3889.770264
	Iteration 51Q: 3 clusters Score -325939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -325941.062500 Penalty: 3889.770264
	Iteration 52Q: 3 clusters Score -325941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -325942.156250 Penalty: 3889.770264
	Iteration 53Q: 3 clusters Score -325942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -325943.281250 Penalty: 3889.770264
	Iteration 54Q: 3 clusters Score -325943.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -325945.375000 Penalty: 3889.770264
	Iteration 55Q: 3 clusters Score -325945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -325946.968750 Penalty: 3889.770264
	Iteration 56Q: 3 clusters Score -325947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -325947.812500 Penalty: 3889.770264
	Iteration 57Q: 3 clusters Score -325947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -325948.593750 Penalty: 3889.770264
	Iteration 58Q: 3 clusters Score -325948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -325949.093750 Penalty: 3889.770264
	Iteration 59Q: 3 clusters Score -325949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -325949.093750 Penalty: 3889.770264
	Iteration 60F: 3 clusters Score -325949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Entering Unmasked Estep 
Score: -3911548.750000 Penalty: 2546.418945
	Iteration 0F: 2 clusters Score -3911549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3891950.250000 Penalty: 5092.837891
	Iteration 0F: 3 clusters Score -3891950 nChanged 12966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3899481.000000 Penalty: 5092.837891
	Iteration 1F: 3 clusters Score -3899481 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3900686.250000 Penalty: 5092.837891
	Iteration 2F: 3 clusters Score -3900686 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3901816.500000 Penalty: 5092.837891
	Iteration 3F: 3 clusters Score -3901816 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3902815.500000 Penalty: 5092.837891
	Iteration 4F: 3 clusters Score -3902816 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3903621.500000 Penalty: 5092.837891
	Iteration 5F: 3 clusters Score -3903622 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3904415.250000 Penalty: 5092.837891
	Iteration 6F: 3 clusters Score -3904415 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3905167.500000 Penalty: 5092.837891
	Iteration 7F: 3 clusters Score -3905168 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3905795.250000 Penalty: 5092.837891
	Iteration 8Q: 3 clusters Score -3905795 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3906378.000000 Penalty: 5092.837891
	Iteration 9Q: 3 clusters Score -3906378 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3906900.500000 Penalty: 5092.837891
	Iteration 10Q: 3 clusters Score -3906900 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3907369.250000 Penalty: 5092.837891
	Iteration 11Q: 3 clusters Score -3907369 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3907785.500000 Penalty: 5092.837891
	Iteration 12Q: 3 clusters Score -3907786 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3908221.500000 Penalty: 5092.837891
	Iteration 13Q: 3 clusters Score -3908222 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3908587.000000 Penalty: 5092.837891
	Iteration 14Q: 3 clusters Score -3908587 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3908929.250000 Penalty: 5092.837891
	Iteration 15Q: 3 clusters Score -3908929 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3909292.500000 Penalty: 5092.837891
	Iteration 16Q: 3 clusters Score -3909292 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3909660.750000 Penalty: 5092.837891
	Iteration 17Q: 3 clusters Score -3909661 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3909921.000000 Penalty: 5092.837891
	Iteration 18Q: 3 clusters Score -3909921 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3910159.000000 Penalty: 5092.837891
	Iteration 19Q: 3 clusters Score -3910159 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3910358.000000 Penalty: 5092.837891
	Iteration 20F: 3 clusters Score -3910358 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3910508.000000 Penalty: 5092.837891
	Iteration 21Q: 3 clusters Score -3910508 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3910628.250000 Penalty: 5092.837891
	Iteration 22Q: 3 clusters Score -3910628 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3910713.250000 Penalty: 5092.837891
	Iteration 23Q: 3 clusters Score -3910713 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3910769.000000 Penalty: 5092.837891
	Iteration 24Q: 3 clusters Score -3910769 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3910798.250000 Penalty: 5092.837891
	Iteration 25Q: 3 clusters Score -3910798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3910823.750000 Penalty: 5092.837891
	Iteration 26Q: 3 clusters Score -3910824 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3910851.750000 Penalty: 5092.837891
	Iteration 27Q: 3 clusters Score -3910852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3910872.000000 Penalty: 5092.837891
	Iteration 28Q: 3 clusters Score -3910872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3910889.500000 Penalty: 5092.837891
	Iteration 29Q: 3 clusters Score -3910890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3910916.750000 Penalty: 5092.837891
	Iteration 30Q: 3 clusters Score -3910917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3910922.000000 Penalty: 5092.837891
	Iteration 31Q: 3 clusters Score -3910922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3910932.250000 Penalty: 5092.837891
	Iteration 32Q: 3 clusters Score -3910932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3910941.500000 Penalty: 5092.837891
	Iteration 33Q: 3 clusters Score -3910942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3910944.250000 Penalty: 5092.837891
	Iteration 34Q: 3 clusters Score -3910944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3910944.250000 Penalty: 5092.837891
	Iteration 35Q: 3 clusters Score -3910944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3910945.500000 Penalty: 5092.837891
	Iteration 36Q: 3 clusters Score -3910946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3910953.500000 Penalty: 5092.837891
	Iteration 37Q: 3 clusters Score -3910954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3910957.750000 Penalty: 5092.837891
	Iteration 38Q: 3 clusters Score -3910958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3910963.750000 Penalty: 5092.837891
	Iteration 39Q: 3 clusters Score -3910964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3910961.500000 Penalty: 5092.837891
	Iteration 40F: 3 clusters Score -3910962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3910956.250000 Penalty: 5092.837891
	Iteration 41Q: 3 clusters Score -3910956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3910956.250000 Penalty: 5092.837891
	Iteration 42F: 3 clusters Score -3910956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Entering Unmasked Estep 
Score: -3637426.000000 Penalty: 2533.412842
	Iteration 0F: 2 clusters Score -3637426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3618483.500000 Penalty: 5066.825684
	Iteration 0F: 3 clusters Score -3618484 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3625282.250000 Penalty: 5066.825684
	Iteration 1F: 3 clusters Score -3625282 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3625803.750000 Penalty: 5066.825684
	Iteration 2F: 3 clusters Score -3625804 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3626380.000000 Penalty: 5066.825684
	Iteration 3F: 3 clusters Score -3626380 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3627096.500000 Penalty: 5066.825684
	Iteration 4F: 3 clusters Score -3627096 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3628039.000000 Penalty: 5066.825684
	Iteration 5F: 3 clusters Score -3628039 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3629068.000000 Penalty: 5066.825684
	Iteration 6F: 3 clusters Score -3629068 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3630138.000000 Penalty: 5066.825684
	Iteration 7F: 3 clusters Score -3630138 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3631062.000000 Penalty: 5066.825684
	Iteration 8F: 3 clusters Score -3631062 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3631748.750000 Penalty: 5066.825684
	Iteration 9Q: 3 clusters Score -3631749 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3632269.000000 Penalty: 5066.825684
	Iteration 10Q: 3 clusters Score -3632269 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3632654.500000 Penalty: 5066.825684
	Iteration 11Q: 3 clusters Score -3632654 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -3632898.250000 Penalty: 5066.825684
	Iteration 12Q: 3 clusters Score -3632898 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3633133.250000 Penalty: 5066.825684
	Iteration 13Q: 3 clusters Score -3633133 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -3633291.000000 Penalty: 5066.825684
	Iteration 14Q: 3 clusters Score -3633291 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3633437.250000 Penalty: 5066.825684
	Iteration 15Q: 3 clusters Score -3633437 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3633571.500000 Penalty: 5066.825684
	Iteration 16Q: 3 clusters Score -3633572 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3633664.000000 Penalty: 5066.825684
	Iteration 17Q: 3 clusters Score -3633664 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3633784.750000 Penalty: 5066.825684
	Iteration 18Q: 3 clusters Score -3633785 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3633925.750000 Penalty: 5066.825684
	Iteration 19Q: 3 clusters Score -3633926 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3634053.000000 Penalty: 5066.825684
	Iteration 20F: 3 clusters Score -3634053 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3634168.750000 Penalty: 5066.825684
	Iteration 21Q: 3 clusters Score -3634169 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3634275.500000 Penalty: 5066.825684
	Iteration 22Q: 3 clusters Score -3634276 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3634377.250000 Penalty: 5066.825684
	Iteration 23Q: 3 clusters Score -3634377 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3634502.500000 Penalty: 5066.825684
	Iteration 24Q: 3 clusters Score -3634502 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3634617.000000 Penalty: 5066.825684
	Iteration 25Q: 3 clusters Score -3634617 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3634687.000000 Penalty: 5066.825684
	Iteration 26Q: 3 clusters Score -3634687 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3634764.000000 Penalty: 5066.825684
	Iteration 27Q: 3 clusters Score -3634764 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3634836.750000 Penalty: 5066.825684
	Iteration 28Q: 3 clusters Score -3634837 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3634876.250000 Penalty: 5066.825684
	Iteration 29Q: 3 clusters Score -3634876 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3634941.500000 Penalty: 5066.825684
	Iteration 30Q: 3 clusters Score -3634942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3635011.500000 Penalty: 5066.825684
	Iteration 31Q: 3 clusters Score -3635012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3635080.500000 Penalty: 5066.825684
	Iteration 32Q: 3 clusters Score -3635080 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3635153.250000 Penalty: 5066.825684
	Iteration 33Q: 3 clusters Score -3635153 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3635202.500000 Penalty: 5066.825684
	Iteration 34Q: 3 clusters Score -3635202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3635251.250000 Penalty: 5066.825684
	Iteration 35Q: 3 clusters Score -3635251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3635304.500000 Penalty: 5066.825684
	Iteration 36Q: 3 clusters Score -3635304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3635324.000000 Penalty: 5066.825684
	Iteration 37Q: 3 clusters Score -3635324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3635354.500000 Penalty: 5066.825684
	Iteration 38Q: 3 clusters Score -3635354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -3635384.750000 Penalty: 5066.825684
	Iteration 39Q: 3 clusters Score -3635385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3635406.250000 Penalty: 5066.825684
	Iteration 40F: 3 clusters Score -3635406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3635421.750000 Penalty: 5066.825684
	Iteration 41Q: 3 clusters Score -3635422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3635451.500000 Penalty: 5066.825684
	Iteration 42Q: 3 clusters Score -3635452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3635485.250000 Penalty: 5066.825684
	Iteration 43Q: 3 clusters Score -3635485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3635505.250000 Penalty: 5066.825684
	Iteration 44Q: 3 clusters Score -3635505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3635521.500000 Penalty: 5066.825684
	Iteration 45Q: 3 clusters Score -3635522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3635532.500000 Penalty: 5066.825684
	Iteration 46Q: 3 clusters Score -3635532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3635547.250000 Penalty: 5066.825684
	Iteration 47Q: 3 clusters Score -3635547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3635569.250000 Penalty: 5066.825684
	Iteration 48Q: 3 clusters Score -3635569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3635581.500000 Penalty: 5066.825684
	Iteration 49Q: 3 clusters Score -3635582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3635595.500000 Penalty: 5066.825684
	Iteration 50Q: 3 clusters Score -3635596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3635600.750000 Penalty: 5066.825684
	Iteration 51Q: 3 clusters Score -3635601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3635605.000000 Penalty: 5066.825684
	Iteration 52Q: 3 clusters Score -3635605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3635607.500000 Penalty: 5066.825684
	Iteration 53Q: 3 clusters Score -3635608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3635615.250000 Penalty: 5066.825684
	Iteration 54Q: 3 clusters Score -3635615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3635615.500000 Penalty: 5066.825684
	Iteration 55Q: 3 clusters Score -3635616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3635613.750000 Penalty: 5066.825684
	Iteration 56Q: 3 clusters Score -3635614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3635613.500000 Penalty: 5066.825684
	Iteration 57Q: 3 clusters Score -3635614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3635615.750000 Penalty: 5066.825684
	Iteration 58Q: 3 clusters Score -3635616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3635615.750000 Penalty: 5066.825684
	Iteration 59F: 3 clusters Score -3635616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -431030.156250 Penalty: 1992.025269
	Iteration 0F: 2 clusters Score -431030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -427641.625000 Penalty: 3984.050537
	Iteration 0F: 3 clusters Score -427641.6 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -428296.406250 Penalty: 3984.050537
	Iteration 1F: 3 clusters Score -428296.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -428463.843750 Penalty: 3984.050537
	Iteration 2F: 3 clusters Score -428463.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -428566.906250 Penalty: 3984.050537
	Iteration 3F: 3 clusters Score -428566.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -428626.281250 Penalty: 3984.050537
	Iteration 4Q: 3 clusters Score -428626.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -428668.093750 Penalty: 3984.050537
	Iteration 5Q: 3 clusters Score -428668.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -428694.031250 Penalty: 3984.050537
	Iteration 6Q: 3 clusters Score -428694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -428714.906250 Penalty: 3984.050537
	Iteration 7Q: 3 clusters Score -428714.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -428725.625000 Penalty: 3984.050537
	Iteration 8Q: 3 clusters Score -428725.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -428731.843750 Penalty: 3984.050537
	Iteration 9Q: 3 clusters Score -428731.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -428736.781250 Penalty: 3984.050537
	Iteration 10Q: 3 clusters Score -428736.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -428744.218750 Penalty: 3984.050537
	Iteration 11Q: 3 clusters Score -428744.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -428750.156250 Penalty: 3984.050537
	Iteration 12Q: 3 clusters Score -428750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -428755.250000 Penalty: 3984.050537
	Iteration 13Q: 3 clusters Score -428755.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -428761.531250 Penalty: 3984.050537
	Iteration 14Q: 3 clusters Score -428761.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -428766.125000 Penalty: 3984.050537
	Iteration 15Q: 3 clusters Score -428766.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -428774.281250 Penalty: 3984.050537
	Iteration 16Q: 3 clusters Score -428774.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -428783.906250 Penalty: 3984.050537
	Iteration 17Q: 3 clusters Score -428783.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -428788.968750 Penalty: 3984.050537
	Iteration 18Q: 3 clusters Score -428789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -428795.531250 Penalty: 3984.050537
	Iteration 19Q: 3 clusters Score -428795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -428801.375000 Penalty: 3984.050537
	Iteration 20F: 3 clusters Score -428801.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -428805.531250 Penalty: 3984.050537
	Iteration 21Q: 3 clusters Score -428805.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -428808.937500 Penalty: 3984.050537
	Iteration 22Q: 3 clusters Score -428808.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -428811.875000 Penalty: 3984.050537
	Iteration 23Q: 3 clusters Score -428811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -428814.437500 Penalty: 3984.050537
	Iteration 24Q: 3 clusters Score -428814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -428819.031250 Penalty: 3984.050537
	Iteration 25Q: 3 clusters Score -428819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -428825.468750 Penalty: 3984.050537
	Iteration 26Q: 3 clusters Score -428825.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -428828.062500 Penalty: 3984.050537
	Iteration 27Q: 3 clusters Score -428828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -428831.125000 Penalty: 3984.050537
	Iteration 28Q: 3 clusters Score -428831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -428832.500000 Penalty: 3984.050537
	Iteration 29Q: 3 clusters Score -428832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -428833.718750 Penalty: 3984.050537
	Iteration 30Q: 3 clusters Score -428833.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -428836.250000 Penalty: 3984.050537
	Iteration 31Q: 3 clusters Score -428836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -428839.406250 Penalty: 3984.050537
	Iteration 32Q: 3 clusters Score -428839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -428844.031250 Penalty: 3984.050537
	Iteration 33Q: 3 clusters Score -428844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -428851.125000 Penalty: 3984.050537
	Iteration 34Q: 3 clusters Score -428851.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -428857.687500 Penalty: 3984.050537
	Iteration 35Q: 3 clusters Score -428857.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -428862.312500 Penalty: 3984.050537
	Iteration 36Q: 3 clusters Score -428862.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -428866.781250 Penalty: 3984.050537
	Iteration 37Q: 3 clusters Score -428866.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -428870.218750 Penalty: 3984.050537
	Iteration 38Q: 3 clusters Score -428870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -428876.375000 Penalty: 3984.050537
	Iteration 39Q: 3 clusters Score -428876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -428882.250000 Penalty: 3984.050537
	Iteration 40F: 3 clusters Score -428882.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -428886.843750 Penalty: 3984.050537
	Iteration 41Q: 3 clusters Score -428886.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -428890.906250 Penalty: 3984.050537
	Iteration 42Q: 3 clusters Score -428890.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -428895.656250 Penalty: 3984.050537
	Iteration 43Q: 3 clusters Score -428895.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -428900.656250 Penalty: 3984.050537
	Iteration 44Q: 3 clusters Score -428900.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -428905.125000 Penalty: 3984.050537
	Iteration 45Q: 3 clusters Score -428905.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -428909.187500 Penalty: 3984.050537
	Iteration 46Q: 3 clusters Score -428909.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -428915.750000 Penalty: 3984.050537
	Iteration 47Q: 3 clusters Score -428915.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -428920.375000 Penalty: 3984.050537
	Iteration 48Q: 3 clusters Score -428920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -428922.968750 Penalty: 3984.050537
	Iteration 49Q: 3 clusters Score -428923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -428926.281250 Penalty: 3984.050537
	Iteration 50Q: 3 clusters Score -428926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -428927.468750 Penalty: 3984.050537
	Iteration 51Q: 3 clusters Score -428927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -428928.031250 Penalty: 3984.050537
	Iteration 52Q: 3 clusters Score -428928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -428929.312500 Penalty: 3984.050537
	Iteration 53Q: 3 clusters Score -428929.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -428932.937500 Penalty: 3984.050537
	Iteration 54Q: 3 clusters Score -428932.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -428935.000000 Penalty: 3984.050537
	Iteration 55Q: 3 clusters Score -428935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -428936.156250 Penalty: 3984.050537
	Iteration 56Q: 3 clusters Score -428936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -428940.031250 Penalty: 3984.050537
	Iteration 57Q: 3 clusters Score -428940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -428941.593750 Penalty: 3984.050537
	Iteration 58Q: 3 clusters Score -428941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -428944.406250 Penalty: 3984.050537
	Iteration 59Q: 3 clusters Score -428944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -428945.812500 Penalty: 3984.050537
	Iteration 60F: 3 clusters Score -428945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -428947.062500 Penalty: 3984.050537
	Iteration 61Q: 3 clusters Score -428947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -428947.062500 Penalty: 3984.050537
	Iteration 62F: 3 clusters Score -428947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -196636.343750 Penalty: 1811.519897
	Iteration 0F: 2 clusters Score -196636.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194372.953125 Penalty: 3623.039795
	Iteration 0F: 3 clusters Score -194373 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -194721.046875 Penalty: 3623.039795
	Iteration 1F: 3 clusters Score -194721 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -194827.187500 Penalty: 3623.039795
	Iteration 2F: 3 clusters Score -194827.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -194874.437500 Penalty: 3623.039795
	Iteration 3Q: 3 clusters Score -194874.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -194893.843750 Penalty: 3623.039795
	Iteration 4Q: 3 clusters Score -194893.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -194907.609375 Penalty: 3623.039795
	Iteration 5Q: 3 clusters Score -194907.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -194918.531250 Penalty: 3623.039795
	Iteration 6Q: 3 clusters Score -194918.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -194924.468750 Penalty: 3623.039795
	Iteration 7Q: 3 clusters Score -194924.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -194928.593750 Penalty: 3623.039795
	Iteration 8Q: 3 clusters Score -194928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -194931.296875 Penalty: 3623.039795
	Iteration 9Q: 3 clusters Score -194931.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -194935.390625 Penalty: 3623.039795
	Iteration 10Q: 3 clusters Score -194935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -194939.250000 Penalty: 3623.039795
	Iteration 11Q: 3 clusters Score -194939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -194943.609375 Penalty: 3623.039795
	Iteration 12Q: 3 clusters Score -194943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -194947.875000 Penalty: 3623.039795
	Iteration 13Q: 3 clusters Score -194947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -194950.000000 Penalty: 3623.039795
	Iteration 14Q: 3 clusters Score -194950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -194950.468750 Penalty: 3623.039795
	Iteration 15Q: 3 clusters Score -194950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -194952.593750 Penalty: 3623.039795
	Iteration 16Q: 3 clusters Score -194952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -194954.234375 Penalty: 3623.039795
	Iteration 17Q: 3 clusters Score -194954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -194955.562500 Penalty: 3623.039795
	Iteration 18Q: 3 clusters Score -194955.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -194955.562500 Penalty: 3623.039795
	Iteration 19F: 3 clusters Score -194955.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Entering Unmasked Estep 
Score: -5767638.000000 Penalty: 2652.962646
	Iteration 0F: 2 clusters Score -5767638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -5737622.000000 Penalty: 5305.925293
	Iteration 0F: 3 clusters Score -5737622 nChanged 20492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -5749093.500000 Penalty: 5305.925293
	Iteration 1F: 3 clusters Score -5749094 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5749650.500000 Penalty: 5305.925293
	Iteration 2Q: 3 clusters Score -5749650 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -5750231.000000 Penalty: 5305.925293
	Iteration 3Q: 3 clusters Score -5750231 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -5750853.500000 Penalty: 5305.925293
	Iteration 4Q: 3 clusters Score -5750854 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -5751612.000000 Penalty: 5305.925293
	Iteration 5Q: 3 clusters Score -5751612 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -5752576.500000 Penalty: 5305.925293
	Iteration 6Q: 3 clusters Score -5752576 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -5753971.000000 Penalty: 5305.925293
	Iteration 7F: 3 clusters Score -5753971 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -5755699.000000 Penalty: 5305.925293
	Iteration 8F: 3 clusters Score -5755699 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -5757752.500000 Penalty: 5305.925293
	Iteration 9F: 3 clusters Score -5757752 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -5759828.500000 Penalty: 5305.925293
	Iteration 10F: 3 clusters Score -5759828 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -5761735.000000 Penalty: 5305.925293
	Iteration 11F: 3 clusters Score -5761735 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -5763253.000000 Penalty: 5305.925293
	Iteration 12Q: 3 clusters Score -5763253 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -5764284.500000 Penalty: 5305.925293
	Iteration 13Q: 3 clusters Score -5764284 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -5764789.500000 Penalty: 5305.925293
	Iteration 14Q: 3 clusters Score -5764790 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -5765039.500000 Penalty: 5305.925293
	Iteration 15Q: 3 clusters Score -5765040 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5765173.000000 Penalty: 5305.925293
	Iteration 16Q: 3 clusters Score -5765173 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -5765248.500000 Penalty: 5305.925293
	Iteration 17Q: 3 clusters Score -5765248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -5765294.000000 Penalty: 5305.925293
	Iteration 18Q: 3 clusters Score -5765294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -5765309.500000 Penalty: 5305.925293
	Iteration 19Q: 3 clusters Score -5765310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -5765333.500000 Penalty: 5305.925293
	Iteration 20F: 3 clusters Score -5765334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -5765350.000000 Penalty: 5305.925293
	Iteration 21Q: 3 clusters Score -5765350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -5765344.500000 Penalty: 5305.925293
	Iteration 22Q: 3 clusters Score -5765344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -5765347.500000 Penalty: 5305.925293
	Iteration 23Q: 3 clusters Score -5765348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -5765352.000000 Penalty: 5305.925293
	Iteration 24Q: 3 clusters Score -5765352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -5765363.000000 Penalty: 5305.925293
	Iteration 25Q: 3 clusters Score -5765363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -5765363.000000 Penalty: 5305.925293
	Iteration 26F: 3 clusters Score -5765363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -371117.250000 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -371117.2 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 1514 members 
Entering Unmasked Estep 
Score: -367887.343750 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -367887.3 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -368592.812500 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -368592.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -368820.937500 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -368820.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -369016.062500 Penalty: 3972.479004
	Iteration 3F: 3 clusters Score -369016.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -369234.968750 Penalty: 3972.479004
	Iteration 4F: 3 clusters Score -369235 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -369388.375000 Penalty: 3972.479004
	Iteration 5F: 3 clusters Score -369388.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -369494.625000 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -369494.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -369591.125000 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -369591.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -369668.406250 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -369668.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -369748.437500 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -369748.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -369815.906250 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -369815.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -369869.125000 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -369869.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -369918.968750 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -369919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -369968.593750 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -369968.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -370011.062500 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -370011.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -370045.875000 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -370045.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -370073.968750 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -370074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -370096.250000 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -370096.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -370110.406250 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -370110.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -370127.125000 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -370127.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -370142.750000 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -370142.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -370152.343750 Penalty: 3972.479004
	Iteration 21Q: 3 clusters Score -370152.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -370157.093750 Penalty: 3972.479004
	Iteration 22Q: 3 clusters Score -370157.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -370164.750000 Penalty: 3972.479004
	Iteration 23Q: 3 clusters Score -370164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -370175.406250 Penalty: 3972.479004
	Iteration 24Q: 3 clusters Score -370175.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -370181.468750 Penalty: 3972.479004
	Iteration 25Q: 3 clusters Score -370181.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -370185.812500 Penalty: 3972.479004
	Iteration 26Q: 3 clusters Score -370185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -370189.250000 Penalty: 3972.479004
	Iteration 27Q: 3 clusters Score -370189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -370192.218750 Penalty: 3972.479004
	Iteration 28Q: 3 clusters Score -370192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -370196.562500 Penalty: 3972.479004
	Iteration 29Q: 3 clusters Score -370196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -370200.343750 Penalty: 3972.479004
	Iteration 30Q: 3 clusters Score -370200.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -370199.906250 Penalty: 3972.479004
	Iteration 31Q: 3 clusters Score -370199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -370200.750000 Penalty: 3972.479004
	Iteration 32Q: 3 clusters Score -370200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -370200.750000 Penalty: 3972.479004
	Iteration 33F: 3 clusters Score -370200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (194707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194707 members 
Entering Unmasked Estep 
Score: -26051234.000000 Penalty: 3020.454102
	Iteration 0F: 2 clusters Score -2.605123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97328 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -25927910.000000 Penalty: 6040.908203
	Iteration 0F: 3 clusters Score -2.592791e+07 nChanged 93438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -25982108.000000 Penalty: 6040.908203
	Iteration 1F: 3 clusters Score -2.598211e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -25982700.000000 Penalty: 6040.908203
	Iteration 2Q: 3 clusters Score -2.59827e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97963 members 
Mstep: Class 2 contains 96744 members 
Entering Unmasked Estep 
Score: -25983462.000000 Penalty: 6040.908203
	Iteration 3Q: 3 clusters Score -2.598346e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98509 members 
Mstep: Class 2 contains 96198 members 
Entering Unmasked Estep 
Score: -25984242.000000 Penalty: 6040.908203
	Iteration 4Q: 3 clusters Score -2.598424e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99427 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -25985434.000000 Penalty: 6040.908203
	Iteration 5Q: 3 clusters Score -2.598543e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 93978 members 
Entering Unmasked Estep 
Score: -25986736.000000 Penalty: 6040.908203
	Iteration 6Q: 3 clusters Score -2.598674e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102719 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -25988670.000000 Penalty: 6040.908203
	Iteration 7Q: 3 clusters Score -2.598867e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -25991910.000000 Penalty: 6040.908203
	Iteration 8Q: 3 clusters Score -2.599191e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -25996958.000000 Penalty: 6040.908203
	Iteration 9F: 3 clusters Score -2.599696e+07 nChanged 12193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115923 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -26004620.000000 Penalty: 6040.908203
	Iteration 10F: 3 clusters Score -2.600462e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122730 members 
Mstep: Class 2 contains 71977 members 
Entering Unmasked Estep 
Score: -26014790.000000 Penalty: 6040.908203
	Iteration 11F: 3 clusters Score -2.601479e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129271 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -26025618.000000 Penalty: 6040.908203
	Iteration 12F: 3 clusters Score -2.602562e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134382 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -26033878.000000 Penalty: 6040.908203
	Iteration 13F: 3 clusters Score -2.603388e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138094 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -26037660.000000 Penalty: 6040.908203
	Iteration 14Q: 3 clusters Score -2.603766e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141364 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -26039458.000000 Penalty: 6040.908203
	Iteration 15Q: 3 clusters Score -2.603946e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144575 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -26041200.000000 Penalty: 6040.908203
	Iteration 16Q: 3 clusters Score -2.60412e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147635 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -26042774.000000 Penalty: 6040.908203
	Iteration 17Q: 3 clusters Score -2.604277e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -26044108.000000 Penalty: 6040.908203
	Iteration 18Q: 3 clusters Score -2.604411e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153450 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -26045364.000000 Penalty: 6040.908203
	Iteration 19Q: 3 clusters Score -2.604536e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156154 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -26046472.000000 Penalty: 6040.908203
	Iteration 20F: 3 clusters Score -2.604647e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158889 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -26047296.000000 Penalty: 6040.908203
	Iteration 21Q: 3 clusters Score -2.60473e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161707 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -26048100.000000 Penalty: 6040.908203
	Iteration 22Q: 3 clusters Score -2.60481e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164393 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -26048688.000000 Penalty: 6040.908203
	Iteration 23Q: 3 clusters Score -2.604869e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166859 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -26049222.000000 Penalty: 6040.908203
	Iteration 24Q: 3 clusters Score -2.604922e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169085 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -26049510.000000 Penalty: 6040.908203
	Iteration 25Q: 3 clusters Score -2.604951e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -26049614.000000 Penalty: 6040.908203
	Iteration 26Q: 3 clusters Score -2.604961e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172934 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -26049728.000000 Penalty: 6040.908203
	Iteration 27Q: 3 clusters Score -2.604973e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174651 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -26049672.000000 Penalty: 6040.908203
	Iteration 28Q: 3 clusters Score -2.604967e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176114 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -26049566.000000 Penalty: 6040.908203
	Iteration 29Q: 3 clusters Score -2.604957e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177443 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -26049426.000000 Penalty: 6040.908203
	Iteration 30Q: 3 clusters Score -2.604943e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178659 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -26049324.000000 Penalty: 6040.908203
	Iteration 31Q: 3 clusters Score -2.604932e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -26049132.000000 Penalty: 6040.908203
	Iteration 32Q: 3 clusters Score -2.604913e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180670 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -26049168.000000 Penalty: 6040.908203
	Iteration 33Q: 3 clusters Score -2.604917e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181538 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -26049218.000000 Penalty: 6040.908203
	Iteration 34Q: 3 clusters Score -2.604922e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182342 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -26049160.000000 Penalty: 6040.908203
	Iteration 35Q: 3 clusters Score -2.604916e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183059 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -26049162.000000 Penalty: 6040.908203
	Iteration 36Q: 3 clusters Score -2.604916e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183735 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -26049188.000000 Penalty: 6040.908203
	Iteration 37Q: 3 clusters Score -2.604919e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184392 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -26049220.000000 Penalty: 6040.908203
	Iteration 38Q: 3 clusters Score -2.604922e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185006 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -26049266.000000 Penalty: 6040.908203
	Iteration 39Q: 3 clusters Score -2.604927e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185538 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -26049344.000000 Penalty: 6040.908203
	Iteration 40F: 3 clusters Score -2.604934e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186028 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -26049302.000000 Penalty: 6040.908203
	Iteration 41Q: 3 clusters Score -2.60493e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186484 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -26049220.000000 Penalty: 6040.908203
	Iteration 42Q: 3 clusters Score -2.604922e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186867 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -26049206.000000 Penalty: 6040.908203
	Iteration 43Q: 3 clusters Score -2.604921e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187201 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -26049140.000000 Penalty: 6040.908203
	Iteration 44Q: 3 clusters Score -2.604914e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187529 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -26049118.000000 Penalty: 6040.908203
	Iteration 45Q: 3 clusters Score -2.604912e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187832 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -26049100.000000 Penalty: 6040.908203
	Iteration 46Q: 3 clusters Score -2.60491e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188106 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -26049048.000000 Penalty: 6040.908203
	Iteration 47Q: 3 clusters Score -2.604905e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188320 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -26049070.000000 Penalty: 6040.908203
	Iteration 48Q: 3 clusters Score -2.604907e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188529 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -26049158.000000 Penalty: 6040.908203
	Iteration 49Q: 3 clusters Score -2.604916e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188744 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -26049110.000000 Penalty: 6040.908203
	Iteration 50Q: 3 clusters Score -2.604911e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188948 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -26049104.000000 Penalty: 6040.908203
	Iteration 51Q: 3 clusters Score -2.60491e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189157 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -26049044.000000 Penalty: 6040.908203
	Iteration 52Q: 3 clusters Score -2.604904e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189338 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -26049118.000000 Penalty: 6040.908203
	Iteration 53Q: 3 clusters Score -2.604912e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189483 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -26049118.000000 Penalty: 6040.908203
	Iteration 54Q: 3 clusters Score -2.604912e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189622 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -26049120.000000 Penalty: 6040.908203
	Iteration 55Q: 3 clusters Score -2.604912e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189765 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -26049126.000000 Penalty: 6040.908203
	Iteration 56Q: 3 clusters Score -2.604913e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189905 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -26049146.000000 Penalty: 6040.908203
	Iteration 57Q: 3 clusters Score -2.604915e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190017 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -26049122.000000 Penalty: 6040.908203
	Iteration 58Q: 3 clusters Score -2.604912e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190139 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -26049130.000000 Penalty: 6040.908203
	Iteration 59Q: 3 clusters Score -2.604913e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190270 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -26049078.000000 Penalty: 6040.908203
	Iteration 60F: 3 clusters Score -2.604908e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190385 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -26049040.000000 Penalty: 6040.908203
	Iteration 61Q: 3 clusters Score -2.604904e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190511 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -26049060.000000 Penalty: 6040.908203
	Iteration 62Q: 3 clusters Score -2.604906e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190643 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -26049092.000000 Penalty: 6040.908203
	Iteration 63Q: 3 clusters Score -2.604909e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190767 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -26048980.000000 Penalty: 6040.908203
	Iteration 64Q: 3 clusters Score -2.604898e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190883 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -26048984.000000 Penalty: 6040.908203
	Iteration 65Q: 3 clusters Score -2.604898e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190988 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -26048958.000000 Penalty: 6040.908203
	Iteration 66Q: 3 clusters Score -2.604896e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191066 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -26048970.000000 Penalty: 6040.908203
	Iteration 67Q: 3 clusters Score -2.604897e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191136 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -26048986.000000 Penalty: 6040.908203
	Iteration 68Q: 3 clusters Score -2.604899e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191210 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -26048996.000000 Penalty: 6040.908203
	Iteration 69Q: 3 clusters Score -2.6049e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191283 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -26048998.000000 Penalty: 6040.908203
	Iteration 70Q: 3 clusters Score -2.6049e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191340 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -26048962.000000 Penalty: 6040.908203
	Iteration 71Q: 3 clusters Score -2.604896e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191397 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -26048914.000000 Penalty: 6040.908203
	Iteration 72Q: 3 clusters Score -2.604891e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191456 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -26048960.000000 Penalty: 6040.908203
	Iteration 73Q: 3 clusters Score -2.604896e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191519 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -26048984.000000 Penalty: 6040.908203
	Iteration 74Q: 3 clusters Score -2.604898e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191574 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -26048974.000000 Penalty: 6040.908203
	Iteration 75Q: 3 clusters Score -2.604897e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191616 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -26048960.000000 Penalty: 6040.908203
	Iteration 76Q: 3 clusters Score -2.604896e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191651 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -26048966.000000 Penalty: 6040.908203
	Iteration 77Q: 3 clusters Score -2.604897e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191681 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -26048898.000000 Penalty: 6040.908203
	Iteration 78Q: 3 clusters Score -2.60489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191708 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -26048910.000000 Penalty: 6040.908203
	Iteration 79Q: 3 clusters Score -2.604891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191732 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -26048912.000000 Penalty: 6040.908203
	Iteration 80F: 3 clusters Score -2.604891e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191765 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -26048932.000000 Penalty: 6040.908203
	Iteration 81Q: 3 clusters Score -2.604893e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191798 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -26048968.000000 Penalty: 6040.908203
	Iteration 82Q: 3 clusters Score -2.604897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191825 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -26048958.000000 Penalty: 6040.908203
	Iteration 83Q: 3 clusters Score -2.604896e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191852 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -26048958.000000 Penalty: 6040.908203
	Iteration 84Q: 3 clusters Score -2.604896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191882 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -26048970.000000 Penalty: 6040.908203
	Iteration 85Q: 3 clusters Score -2.604897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191909 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -26048940.000000 Penalty: 6040.908203
	Iteration 86Q: 3 clusters Score -2.604894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191935 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -26048956.000000 Penalty: 6040.908203
	Iteration 87Q: 3 clusters Score -2.604896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191959 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -26048964.000000 Penalty: 6040.908203
	Iteration 88Q: 3 clusters Score -2.604896e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191986 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -26048948.000000 Penalty: 6040.908203
	Iteration 89Q: 3 clusters Score -2.604895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192011 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -26048952.000000 Penalty: 6040.908203
	Iteration 90Q: 3 clusters Score -2.604895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192034 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -26048940.000000 Penalty: 6040.908203
	Iteration 91Q: 3 clusters Score -2.604894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192047 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -26048930.000000 Penalty: 6040.908203
	Iteration 92Q: 3 clusters Score -2.604893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192062 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -26048924.000000 Penalty: 6040.908203
	Iteration 93Q: 3 clusters Score -2.604892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192088 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -26048936.000000 Penalty: 6040.908203
	Iteration 94Q: 3 clusters Score -2.604894e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192108 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -26048924.000000 Penalty: 6040.908203
	Iteration 95Q: 3 clusters Score -2.604892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192131 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -26048934.000000 Penalty: 6040.908203
	Iteration 96Q: 3 clusters Score -2.604893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192151 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -26048944.000000 Penalty: 6040.908203
	Iteration 97Q: 3 clusters Score -2.604894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192177 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -26048930.000000 Penalty: 6040.908203
	Iteration 98Q: 3 clusters Score -2.604893e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192206 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -26048936.000000 Penalty: 6040.908203
	Iteration 99Q: 3 clusters Score -2.604894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192236 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -26048930.000000 Penalty: 6040.908203
	Iteration 100F: 3 clusters Score -2.604893e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192269 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -26048966.000000 Penalty: 6040.908203
	Iteration 101Q: 3 clusters Score -2.604897e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192297 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -26048972.000000 Penalty: 6040.908203
	Iteration 102Q: 3 clusters Score -2.604897e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192334 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -26048940.000000 Penalty: 6040.908203
	Iteration 103Q: 3 clusters Score -2.604894e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192368 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -26048958.000000 Penalty: 6040.908203
	Iteration 104Q: 3 clusters Score -2.604896e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192393 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -26048966.000000 Penalty: 6040.908203
	Iteration 105Q: 3 clusters Score -2.604897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192426 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -26048986.000000 Penalty: 6040.908203
	Iteration 106Q: 3 clusters Score -2.604899e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192459 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -26048990.000000 Penalty: 6040.908203
	Iteration 107Q: 3 clusters Score -2.604899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192482 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -26048974.000000 Penalty: 6040.908203
	Iteration 108Q: 3 clusters Score -2.604897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192507 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -26048964.000000 Penalty: 6040.908203
	Iteration 109Q: 3 clusters Score -2.604896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192524 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -26048948.000000 Penalty: 6040.908203
	Iteration 110Q: 3 clusters Score -2.604895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192545 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -26048958.000000 Penalty: 6040.908203
	Iteration 111Q: 3 clusters Score -2.604896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192565 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -26048942.000000 Penalty: 6040.908203
	Iteration 112Q: 3 clusters Score -2.604894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192586 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -26048924.000000 Penalty: 6040.908203
	Iteration 113Q: 3 clusters Score -2.604892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192600 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -26048926.000000 Penalty: 6040.908203
	Iteration 114Q: 3 clusters Score -2.604893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192616 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -26048926.000000 Penalty: 6040.908203
	Iteration 115Q: 3 clusters Score -2.604893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192633 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -26048938.000000 Penalty: 6040.908203
	Iteration 116Q: 3 clusters Score -2.604894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192658 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -26048964.000000 Penalty: 6040.908203
	Iteration 117Q: 3 clusters Score -2.604896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192671 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -26048968.000000 Penalty: 6040.908203
	Iteration 118Q: 3 clusters Score -2.604897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192685 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -26048952.000000 Penalty: 6040.908203
	Iteration 119Q: 3 clusters Score -2.604895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192703 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -26048986.000000 Penalty: 6040.908203
	Iteration 120F: 3 clusters Score -2.604899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192725 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -26048974.000000 Penalty: 6040.908203
	Iteration 121Q: 3 clusters Score -2.604897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192748 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -26048980.000000 Penalty: 6040.908203
	Iteration 122Q: 3 clusters Score -2.604898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192775 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -26048976.000000 Penalty: 6040.908203
	Iteration 123Q: 3 clusters Score -2.604898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192795 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -26048976.000000 Penalty: 6040.908203
	Iteration 124Q: 3 clusters Score -2.604898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192808 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -26048958.000000 Penalty: 6040.908203
	Iteration 125Q: 3 clusters Score -2.604896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192825 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -26048958.000000 Penalty: 6040.908203
	Iteration 126Q: 3 clusters Score -2.604896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192840 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -26048958.000000 Penalty: 6040.908203
	Iteration 127Q: 3 clusters Score -2.604896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192850 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -26048932.000000 Penalty: 6040.908203
	Iteration 128Q: 3 clusters Score -2.604893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192859 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -26048936.000000 Penalty: 6040.908203
	Iteration 129Q: 3 clusters Score -2.604894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192870 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -26048936.000000 Penalty: 6040.908203
	Iteration 130Q: 3 clusters Score -2.604894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192881 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -26048936.000000 Penalty: 6040.908203
	Iteration 131Q: 3 clusters Score -2.604894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192896 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -26048924.000000 Penalty: 6040.908203
	Iteration 132Q: 3 clusters Score -2.604892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192911 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -26048934.000000 Penalty: 6040.908203
	Iteration 133Q: 3 clusters Score -2.604893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192924 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -26048940.000000 Penalty: 6040.908203
	Iteration 134Q: 3 clusters Score -2.604894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192939 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -26048932.000000 Penalty: 6040.908203
	Iteration 135Q: 3 clusters Score -2.604893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192956 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -26048960.000000 Penalty: 6040.908203
	Iteration 136Q: 3 clusters Score -2.604896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192973 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -26048960.000000 Penalty: 6040.908203
	Iteration 137Q: 3 clusters Score -2.604896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192985 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -26048950.000000 Penalty: 6040.908203
	Iteration 138Q: 3 clusters Score -2.604895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192996 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -26048968.000000 Penalty: 6040.908203
	Iteration 139Q: 3 clusters Score -2.604897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193010 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -26048982.000000 Penalty: 6040.908203
	Iteration 140F: 3 clusters Score -2.604898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193024 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -26048996.000000 Penalty: 6040.908203
	Iteration 141Q: 3 clusters Score -2.6049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193029 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -26048980.000000 Penalty: 6040.908203
	Iteration 142Q: 3 clusters Score -2.604898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193039 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -26048978.000000 Penalty: 6040.908203
	Iteration 143Q: 3 clusters Score -2.604898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193051 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -26048986.000000 Penalty: 6040.908203
	Iteration 144Q: 3 clusters Score -2.604899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193065 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -26048952.000000 Penalty: 6040.908203
	Iteration 145Q: 3 clusters Score -2.604895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193083 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -26048952.000000 Penalty: 6040.908203
	Iteration 146Q: 3 clusters Score -2.604895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193096 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -26048958.000000 Penalty: 6040.908203
	Iteration 147Q: 3 clusters Score -2.604896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193108 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -26048974.000000 Penalty: 6040.908203
	Iteration 148Q: 3 clusters Score -2.604897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193123 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -26048996.000000 Penalty: 6040.908203
	Iteration 149Q: 3 clusters Score -2.6049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193125 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -26048968.000000 Penalty: 6040.908203
	Iteration 150Q: 3 clusters Score -2.604897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193131 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -26048990.000000 Penalty: 6040.908203
	Iteration 151Q: 3 clusters Score -2.604899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193136 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -26048982.000000 Penalty: 6040.908203
	Iteration 152Q: 3 clusters Score -2.604898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193142 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -26048974.000000 Penalty: 6040.908203
	Iteration 153Q: 3 clusters Score -2.604897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193146 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -26048978.000000 Penalty: 6040.908203
	Iteration 154Q: 3 clusters Score -2.604898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193153 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -26048984.000000 Penalty: 6040.908203
	Iteration 155Q: 3 clusters Score -2.604898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193164 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -26048988.000000 Penalty: 6040.908203
	Iteration 156Q: 3 clusters Score -2.604899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193173 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -26048986.000000 Penalty: 6040.908203
	Iteration 157Q: 3 clusters Score -2.604899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193175 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -26048978.000000 Penalty: 6040.908203
	Iteration 158Q: 3 clusters Score -2.604898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193176 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -26048978.000000 Penalty: 6040.908203
	Iteration 159Q: 3 clusters Score -2.604898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193178 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -26048978.000000 Penalty: 6040.908203
	Iteration 160F: 3 clusters Score -2.604898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193178 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -26048972.000000 Penalty: 6040.908203
	Iteration 161Q: 3 clusters Score -2.604897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193179 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -26048968.000000 Penalty: 6040.908203
	Iteration 162Q: 3 clusters Score -2.604897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193179 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -26048968.000000 Penalty: 6040.908203
	Iteration 163F: 3 clusters Score -2.604897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Entering Unmasked Estep 
Score: -4336344.000000 Penalty: 2572.004883
	Iteration 0F: 2 clusters Score -4336344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -4314448.500000 Penalty: 5144.009766
	Iteration 0F: 3 clusters Score -4314448 nChanged 14428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -4322364.000000 Penalty: 5144.009766
	Iteration 1F: 3 clusters Score -4322364 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -4323035.500000 Penalty: 5144.009766
	Iteration 2F: 3 clusters Score -4323036 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -4323827.500000 Penalty: 5144.009766
	Iteration 3F: 3 clusters Score -4323828 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4325020.000000 Penalty: 5144.009766
	Iteration 4F: 3 clusters Score -4325020 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -4326732.500000 Penalty: 5144.009766
	Iteration 5F: 3 clusters Score -4326732 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -4328851.000000 Penalty: 5144.009766
	Iteration 6F: 3 clusters Score -4328851 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4331062.000000 Penalty: 5144.009766
	Iteration 7F: 3 clusters Score -4331062 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4332681.000000 Penalty: 5144.009766
	Iteration 8F: 3 clusters Score -4332681 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -4333446.000000 Penalty: 5144.009766
	Iteration 9Q: 3 clusters Score -4333446 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4333775.000000 Penalty: 5144.009766
	Iteration 10Q: 3 clusters Score -4333775 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4333928.000000 Penalty: 5144.009766
	Iteration 11Q: 3 clusters Score -4333928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -4333998.000000 Penalty: 5144.009766
	Iteration 12Q: 3 clusters Score -4333998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -4334035.000000 Penalty: 5144.009766
	Iteration 13Q: 3 clusters Score -4334035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4334054.000000 Penalty: 5144.009766
	Iteration 14Q: 3 clusters Score -4334054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4334075.000000 Penalty: 5144.009766
	Iteration 15Q: 3 clusters Score -4334075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4334075.000000 Penalty: 5144.009766
	Iteration 16F: 3 clusters Score -4334075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (212831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212831 members 
Entering Unmasked Estep 
Score: -28484026.000000 Penalty: 3042.526855
	Iteration 0F: 2 clusters Score -2.848403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106763 members 
Mstep: Class 2 contains 106068 members 
Entering Unmasked Estep 
Score: -28348784.000000 Penalty: 6085.053711
	Iteration 0F: 3 clusters Score -2.834878e+07 nChanged 102377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114942 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -28409564.000000 Penalty: 6085.053711
	Iteration 1F: 3 clusters Score -2.840956e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119716 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -28411742.000000 Penalty: 6085.053711
	Iteration 2Q: 3 clusters Score -2.841174e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126932 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -28415080.000000 Penalty: 6085.053711
	Iteration 3Q: 3 clusters Score -2.841508e+07 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137583 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -28421372.000000 Penalty: 6085.053711
	Iteration 4F: 3 clusters Score -2.842137e+07 nChanged 15206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152095 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -28431342.000000 Penalty: 6085.053711
	Iteration 5F: 3 clusters Score -2.843134e+07 nChanged 17856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169697 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -28444786.000000 Penalty: 6085.053711
	Iteration 6F: 3 clusters Score -2.844479e+07 nChanged 17741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187378 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -28459372.000000 Penalty: 6085.053711
	Iteration 7F: 3 clusters Score -2.845937e+07 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200783 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -28471190.000000 Penalty: 6085.053711
	Iteration 8F: 3 clusters Score -2.847119e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208166 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -28477450.000000 Penalty: 6085.053711
	Iteration 9Q: 3 clusters Score -2.847745e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211123 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -28479882.000000 Penalty: 6085.053711
	Iteration 10Q: 3 clusters Score -2.847988e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212139 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -28480778.000000 Penalty: 6085.053711
	Iteration 11Q: 3 clusters Score -2.848078e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212426 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -28481006.000000 Penalty: 6085.053711
	Iteration 12Q: 3 clusters Score -2.848101e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212507 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28481154.000000 Penalty: 6085.053711
	Iteration 13Q: 3 clusters Score -2.848115e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212540 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28481222.000000 Penalty: 6085.053711
	Iteration 14Q: 3 clusters Score -2.848122e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212557 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28481264.000000 Penalty: 6085.053711
	Iteration 15Q: 3 clusters Score -2.848126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212564 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28481286.000000 Penalty: 6085.053711
	Iteration 16Q: 3 clusters Score -2.848129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212568 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28481300.000000 Penalty: 6085.053711
	Iteration 17Q: 3 clusters Score -2.84813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212574 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28481310.000000 Penalty: 6085.053711
	Iteration 18Q: 3 clusters Score -2.848131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212578 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28481306.000000 Penalty: 6085.053711
	Iteration 19Q: 3 clusters Score -2.848131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212585 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28481304.000000 Penalty: 6085.053711
	Iteration 20F: 3 clusters Score -2.84813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212590 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28481308.000000 Penalty: 6085.053711
	Iteration 21Q: 3 clusters Score -2.848131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212588 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28481320.000000 Penalty: 6085.053711
	Iteration 22Q: 3 clusters Score -2.848132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212588 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28481312.000000 Penalty: 6085.053711
	Iteration 23Q: 3 clusters Score -2.848131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212590 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28481332.000000 Penalty: 6085.053711
	Iteration 24Q: 3 clusters Score -2.848133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212591 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28481334.000000 Penalty: 6085.053711
	Iteration 25Q: 3 clusters Score -2.848133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212592 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28481340.000000 Penalty: 6085.053711
	Iteration 26Q: 3 clusters Score -2.848134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212592 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28481352.000000 Penalty: 6085.053711
	Iteration 27Q: 3 clusters Score -2.848135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212593 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28481352.000000 Penalty: 6085.053711
	Iteration 28Q: 3 clusters Score -2.848135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212593 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28481352.000000 Penalty: 6085.053711
	Iteration 29F: 3 clusters Score -2.848135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -321119.718750 Penalty: 1942.142578
	Iteration 0F: 2 clusters Score -321119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -318171.218750 Penalty: 3884.285156
	Iteration 0F: 3 clusters Score -318171.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -318824.937500 Penalty: 3884.285156
	Iteration 1F: 3 clusters Score -318824.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -318982.718750 Penalty: 3884.285156
	Iteration 2F: 3 clusters Score -318982.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -319091.625000 Penalty: 3884.285156
	Iteration 3F: 3 clusters Score -319091.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -319162.218750 Penalty: 3884.285156
	Iteration 4Q: 3 clusters Score -319162.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -319202.250000 Penalty: 3884.285156
	Iteration 5Q: 3 clusters Score -319202.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -319237.531250 Penalty: 3884.285156
	Iteration 6Q: 3 clusters Score -319237.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -319270.625000 Penalty: 3884.285156
	Iteration 7Q: 3 clusters Score -319270.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -319295.687500 Penalty: 3884.285156
	Iteration 8Q: 3 clusters Score -319295.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -319312.156250 Penalty: 3884.285156
	Iteration 9Q: 3 clusters Score -319312.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -319325.281250 Penalty: 3884.285156
	Iteration 10Q: 3 clusters Score -319325.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -319334.718750 Penalty: 3884.285156
	Iteration 11Q: 3 clusters Score -319334.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -319341.312500 Penalty: 3884.285156
	Iteration 12Q: 3 clusters Score -319341.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -319348.000000 Penalty: 3884.285156
	Iteration 13Q: 3 clusters Score -319348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -319353.468750 Penalty: 3884.285156
	Iteration 14Q: 3 clusters Score -319353.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -319359.218750 Penalty: 3884.285156
	Iteration 15Q: 3 clusters Score -319359.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -319364.187500 Penalty: 3884.285156
	Iteration 16Q: 3 clusters Score -319364.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -319370.718750 Penalty: 3884.285156
	Iteration 17Q: 3 clusters Score -319370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -319372.625000 Penalty: 3884.285156
	Iteration 18Q: 3 clusters Score -319372.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -319373.031250 Penalty: 3884.285156
	Iteration 19Q: 3 clusters Score -319373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -319374.062500 Penalty: 3884.285156
	Iteration 20F: 3 clusters Score -319374.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -319375.687500 Penalty: 3884.285156
	Iteration 21Q: 3 clusters Score -319375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319377.031250 Penalty: 3884.285156
	Iteration 22Q: 3 clusters Score -319377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319379.062500 Penalty: 3884.285156
	Iteration 23Q: 3 clusters Score -319379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -319382.062500 Penalty: 3884.285156
	Iteration 24Q: 3 clusters Score -319382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -319383.968750 Penalty: 3884.285156
	Iteration 25Q: 3 clusters Score -319384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -319385.843750 Penalty: 3884.285156
	Iteration 26Q: 3 clusters Score -319385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -319387.281250 Penalty: 3884.285156
	Iteration 27Q: 3 clusters Score -319387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -319387.281250 Penalty: 3884.285156
	Iteration 28F: 3 clusters Score -319387.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -112535.234375 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -112535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -110671.539062 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -110671.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -110963.187500 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -110963.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111075.445312 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -111075.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -111159.859375 Penalty: 3366.211670
	Iteration 3Q: 3 clusters Score -111159.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -111209.523438 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -111209.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111252.312500 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -111252.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -111316.000000 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -111316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111494.632812 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -111494.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111571.304688 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -111571.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111630.445312 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -111630.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111653.953125 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -111654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111677.445312 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -111677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111688.367188 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -111688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111698.125000 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -111698.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111709.265625 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -111709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111719.968750 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -111720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111729.484375 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -111729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111744.476562 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -111744.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111778.382812 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -111778.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111804.296875 Penalty: 3366.211670
	Iteration 19Q: 3 clusters Score -111804.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -111844.351562 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -111844.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111881.460938 Penalty: 3366.211670
	Iteration 21Q: 3 clusters Score -111881.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -111894.875000 Penalty: 3366.211670
	Iteration 22Q: 3 clusters Score -111894.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111914.195312 Penalty: 3366.211670
	Iteration 23Q: 3 clusters Score -111914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -111926.265625 Penalty: 3366.211670
	Iteration 24Q: 3 clusters Score -111926.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111936.320312 Penalty: 3366.211670
	Iteration 25Q: 3 clusters Score -111936.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -111944.343750 Penalty: 3366.211670
	Iteration 26Q: 3 clusters Score -111944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111954.914062 Penalty: 3366.211670
	Iteration 27Q: 3 clusters Score -111954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -111969.671875 Penalty: 3366.211670
	Iteration 28Q: 3 clusters Score -111969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -111982.703125 Penalty: 3366.211670
	Iteration 29Q: 3 clusters Score -111982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -111994.539062 Penalty: 3366.211670
	Iteration 30Q: 3 clusters Score -111994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111998.437500 Penalty: 3366.211670
	Iteration 31Q: 3 clusters Score -111998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -112003.625000 Penalty: 3366.211670
	Iteration 32Q: 3 clusters Score -112003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -112006.960938 Penalty: 3366.211670
	Iteration 33Q: 3 clusters Score -112007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112008.585938 Penalty: 3366.211670
	Iteration 34Q: 3 clusters Score -112008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112008.585938 Penalty: 3366.211670
	Iteration 35F: 3 clusters Score -112008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Entering Unmasked Estep 
Score: -23095314.000000 Penalty: 2988.528564
	Iteration 0F: 2 clusters Score -2.309531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85507 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -22984294.000000 Penalty: 5977.057129
	Iteration 0F: 3 clusters Score -2.298429e+07 nChanged 81959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86008 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -23032442.000000 Penalty: 5977.057129
	Iteration 1F: 3 clusters Score -2.303244e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86232 members 
Mstep: Class 2 contains 84956 members 
Entering Unmasked Estep 
Score: -23033380.000000 Penalty: 5977.057129
	Iteration 2Q: 3 clusters Score -2.303338e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 84581 members 
Entering Unmasked Estep 
Score: -23034520.000000 Penalty: 5977.057129
	Iteration 3Q: 3 clusters Score -2.303452e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -23035814.000000 Penalty: 5977.057129
	Iteration 4Q: 3 clusters Score -2.303581e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -23037572.000000 Penalty: 5977.057129
	Iteration 5Q: 3 clusters Score -2.303757e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89083 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -23039954.000000 Penalty: 5977.057129
	Iteration 6Q: 3 clusters Score -2.303995e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -23043228.000000 Penalty: 5977.057129
	Iteration 7Q: 3 clusters Score -2.304323e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92539 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -23047854.000000 Penalty: 5977.057129
	Iteration 8F: 3 clusters Score -2.304785e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -23054358.000000 Penalty: 5977.057129
	Iteration 9F: 3 clusters Score -2.305436e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 72981 members 
Entering Unmasked Estep 
Score: -23062298.000000 Penalty: 5977.057129
	Iteration 10F: 3 clusters Score -2.30623e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100997 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -23069752.000000 Penalty: 5977.057129
	Iteration 11F: 3 clusters Score -2.306975e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -23074094.000000 Penalty: 5977.057129
	Iteration 12Q: 3 clusters Score -2.307409e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -23075970.000000 Penalty: 5977.057129
	Iteration 13Q: 3 clusters Score -2.307597e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106447 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -23076846.000000 Penalty: 5977.057129
	Iteration 14Q: 3 clusters Score -2.307685e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107899 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -23077492.000000 Penalty: 5977.057129
	Iteration 15Q: 3 clusters Score -2.307749e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109285 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -23078130.000000 Penalty: 5977.057129
	Iteration 16Q: 3 clusters Score -2.307813e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -23078766.000000 Penalty: 5977.057129
	Iteration 17Q: 3 clusters Score -2.307877e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111846 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -23079248.000000 Penalty: 5977.057129
	Iteration 18Q: 3 clusters Score -2.307925e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113076 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -23079766.000000 Penalty: 5977.057129
	Iteration 19Q: 3 clusters Score -2.307977e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114324 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -23080112.000000 Penalty: 5977.057129
	Iteration 20F: 3 clusters Score -2.308011e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115515 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -23080510.000000 Penalty: 5977.057129
	Iteration 21Q: 3 clusters Score -2.308051e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116649 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -23080868.000000 Penalty: 5977.057129
	Iteration 22Q: 3 clusters Score -2.308087e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117749 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -23081216.000000 Penalty: 5977.057129
	Iteration 23Q: 3 clusters Score -2.308122e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -23081406.000000 Penalty: 5977.057129
	Iteration 24Q: 3 clusters Score -2.308141e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -23081796.000000 Penalty: 5977.057129
	Iteration 25Q: 3 clusters Score -2.30818e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121324 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -23082028.000000 Penalty: 5977.057129
	Iteration 26Q: 3 clusters Score -2.308203e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122559 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -23082224.000000 Penalty: 5977.057129
	Iteration 27Q: 3 clusters Score -2.308222e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123767 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -23082560.000000 Penalty: 5977.057129
	Iteration 28Q: 3 clusters Score -2.308256e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124975 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -23082834.000000 Penalty: 5977.057129
	Iteration 29Q: 3 clusters Score -2.308283e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126147 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -23083208.000000 Penalty: 5977.057129
	Iteration 30Q: 3 clusters Score -2.308321e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127356 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -23083400.000000 Penalty: 5977.057129
	Iteration 31Q: 3 clusters Score -2.30834e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128546 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -23083630.000000 Penalty: 5977.057129
	Iteration 32Q: 3 clusters Score -2.308363e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -23083840.000000 Penalty: 5977.057129
	Iteration 33Q: 3 clusters Score -2.308384e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131025 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -23084058.000000 Penalty: 5977.057129
	Iteration 34Q: 3 clusters Score -2.308406e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132297 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -23084380.000000 Penalty: 5977.057129
	Iteration 35Q: 3 clusters Score -2.308438e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133622 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -23084620.000000 Penalty: 5977.057129
	Iteration 36Q: 3 clusters Score -2.308462e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134974 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -23085008.000000 Penalty: 5977.057129
	Iteration 37Q: 3 clusters Score -2.308501e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136356 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -23085310.000000 Penalty: 5977.057129
	Iteration 38Q: 3 clusters Score -2.308531e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137789 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -23085726.000000 Penalty: 5977.057129
	Iteration 39Q: 3 clusters Score -2.308573e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139245 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -23085958.000000 Penalty: 5977.057129
	Iteration 40F: 3 clusters Score -2.308596e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140736 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -23086436.000000 Penalty: 5977.057129
	Iteration 41Q: 3 clusters Score -2.308644e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142251 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -23086886.000000 Penalty: 5977.057129
	Iteration 42Q: 3 clusters Score -2.308689e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143760 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -23087280.000000 Penalty: 5977.057129
	Iteration 43Q: 3 clusters Score -2.308728e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145242 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -23087648.000000 Penalty: 5977.057129
	Iteration 44Q: 3 clusters Score -2.308765e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146697 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -23088052.000000 Penalty: 5977.057129
	Iteration 45Q: 3 clusters Score -2.308805e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148115 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -23088664.000000 Penalty: 5977.057129
	Iteration 46Q: 3 clusters Score -2.308866e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149510 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -23089176.000000 Penalty: 5977.057129
	Iteration 47Q: 3 clusters Score -2.308918e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150924 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -23089500.000000 Penalty: 5977.057129
	Iteration 48Q: 3 clusters Score -2.30895e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152266 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -23089940.000000 Penalty: 5977.057129
	Iteration 49Q: 3 clusters Score -2.308994e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153615 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -23090354.000000 Penalty: 5977.057129
	Iteration 50Q: 3 clusters Score -2.309035e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154965 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -23090808.000000 Penalty: 5977.057129
	Iteration 51Q: 3 clusters Score -2.309081e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156249 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -23091288.000000 Penalty: 5977.057129
	Iteration 52Q: 3 clusters Score -2.309129e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157616 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -23091762.000000 Penalty: 5977.057129
	Iteration 53Q: 3 clusters Score -2.309176e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158988 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -23092306.000000 Penalty: 5977.057129
	Iteration 54Q: 3 clusters Score -2.309231e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160358 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -23092616.000000 Penalty: 5977.057129
	Iteration 55Q: 3 clusters Score -2.309262e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161628 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -23092894.000000 Penalty: 5977.057129
	Iteration 56Q: 3 clusters Score -2.309289e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162842 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -23093288.000000 Penalty: 5977.057129
	Iteration 57Q: 3 clusters Score -2.309329e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163942 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -23093512.000000 Penalty: 5977.057129
	Iteration 58Q: 3 clusters Score -2.309351e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164925 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -23093634.000000 Penalty: 5977.057129
	Iteration 59Q: 3 clusters Score -2.309363e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165810 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -23093582.000000 Penalty: 5977.057129
	Iteration 60F: 3 clusters Score -2.309358e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166548 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -23093562.000000 Penalty: 5977.057129
	Iteration 61Q: 3 clusters Score -2.309356e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167213 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -23093564.000000 Penalty: 5977.057129
	Iteration 62Q: 3 clusters Score -2.309356e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167747 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -23093524.000000 Penalty: 5977.057129
	Iteration 63Q: 3 clusters Score -2.309352e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168188 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -23093590.000000 Penalty: 5977.057129
	Iteration 64Q: 3 clusters Score -2.309359e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168516 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -23093530.000000 Penalty: 5977.057129
	Iteration 65Q: 3 clusters Score -2.309353e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168793 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -23093598.000000 Penalty: 5977.057129
	Iteration 66Q: 3 clusters Score -2.30936e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168990 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -23093570.000000 Penalty: 5977.057129
	Iteration 67Q: 3 clusters Score -2.309357e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -23093578.000000 Penalty: 5977.057129
	Iteration 68Q: 3 clusters Score -2.309358e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169293 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -23093614.000000 Penalty: 5977.057129
	Iteration 69Q: 3 clusters Score -2.309361e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169403 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -23093566.000000 Penalty: 5977.057129
	Iteration 70Q: 3 clusters Score -2.309357e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169491 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -23093520.000000 Penalty: 5977.057129
	Iteration 71Q: 3 clusters Score -2.309352e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169579 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -23093508.000000 Penalty: 5977.057129
	Iteration 72Q: 3 clusters Score -2.309351e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -23093490.000000 Penalty: 5977.057129
	Iteration 73Q: 3 clusters Score -2.309349e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169712 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -23093478.000000 Penalty: 5977.057129
	Iteration 74Q: 3 clusters Score -2.309348e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169761 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -23093518.000000 Penalty: 5977.057129
	Iteration 75Q: 3 clusters Score -2.309352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169795 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -23093520.000000 Penalty: 5977.057129
	Iteration 76Q: 3 clusters Score -2.309352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169820 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23093500.000000 Penalty: 5977.057129
	Iteration 77Q: 3 clusters Score -2.30935e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169849 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23093514.000000 Penalty: 5977.057129
	Iteration 78Q: 3 clusters Score -2.309351e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169879 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -23093522.000000 Penalty: 5977.057129
	Iteration 79Q: 3 clusters Score -2.309352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -23093540.000000 Penalty: 5977.057129
	Iteration 80F: 3 clusters Score -2.309354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169918 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -23093532.000000 Penalty: 5977.057129
	Iteration 81Q: 3 clusters Score -2.309353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169931 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -23093512.000000 Penalty: 5977.057129
	Iteration 82Q: 3 clusters Score -2.309351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169941 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -23093492.000000 Penalty: 5977.057129
	Iteration 83Q: 3 clusters Score -2.309349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169951 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -23093496.000000 Penalty: 5977.057129
	Iteration 84Q: 3 clusters Score -2.30935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169959 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -23093516.000000 Penalty: 5977.057129
	Iteration 85Q: 3 clusters Score -2.309352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169967 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -23093518.000000 Penalty: 5977.057129
	Iteration 86Q: 3 clusters Score -2.309352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169976 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -23093512.000000 Penalty: 5977.057129
	Iteration 87Q: 3 clusters Score -2.309351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169979 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -23093502.000000 Penalty: 5977.057129
	Iteration 88Q: 3 clusters Score -2.30935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169980 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -23093514.000000 Penalty: 5977.057129
	Iteration 89Q: 3 clusters Score -2.309351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169982 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -23093526.000000 Penalty: 5977.057129
	Iteration 90Q: 3 clusters Score -2.309353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169982 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -23093526.000000 Penalty: 5977.057129
	Iteration 91F: 3 clusters Score -2.309353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -47589.648438 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -47589.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46179.312500 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -46179.31 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46382.863281 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -46382.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46520.519531 Penalty: 2979.151367
	Iteration 2F: 3 clusters Score -46520.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46574.566406 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -46574.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46612.632812 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -46612.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46633.734375 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -46633.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46649.953125 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -46649.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46667.460938 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -46667.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46681.054688 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -46681.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46683.960938 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -46683.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46686.664062 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -46686.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46689.554688 Penalty: 2979.151367
	Iteration 11Q: 3 clusters Score -46689.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46691.203125 Penalty: 2979.151367
	Iteration 12Q: 3 clusters Score -46691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46691.203125 Penalty: 2979.151367
	Iteration 13F: 3 clusters Score -46691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -124648.296875 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -124648.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -122683.007812 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -122683 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -122995.476562 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -122995.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -123138.976562 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -123139 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -123308.484375 Penalty: 3435.095215
	Iteration 3F: 3 clusters Score -123308.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -123574.921875 Penalty: 3435.095215
	Iteration 4F: 3 clusters Score -123574.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -123905.304688 Penalty: 3435.095215
	Iteration 5F: 3 clusters Score -123905.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -124033.140625 Penalty: 3435.095215
	Iteration 6F: 3 clusters Score -124033.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -124133.921875 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -124133.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -124196.757812 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -124196.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -124237.296875 Penalty: 3435.095215
	Iteration 9Q: 3 clusters Score -124237.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -124272.921875 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -124272.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -124315.406250 Penalty: 3435.095215
	Iteration 11Q: 3 clusters Score -124315.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -124353.617188 Penalty: 3435.095215
	Iteration 12Q: 3 clusters Score -124353.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -124382.351562 Penalty: 3435.095215
	Iteration 13Q: 3 clusters Score -124382.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -124414.179688 Penalty: 3435.095215
	Iteration 14Q: 3 clusters Score -124414.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -124436.796875 Penalty: 3435.095215
	Iteration 15Q: 3 clusters Score -124436.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -124455.710938 Penalty: 3435.095215
	Iteration 16Q: 3 clusters Score -124455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -124467.343750 Penalty: 3435.095215
	Iteration 17Q: 3 clusters Score -124467.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -124479.093750 Penalty: 3435.095215
	Iteration 18Q: 3 clusters Score -124479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -124514.460938 Penalty: 3435.095215
	Iteration 19Q: 3 clusters Score -124514.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -124534.054688 Penalty: 3435.095215
	Iteration 20F: 3 clusters Score -124534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -124546.257812 Penalty: 3435.095215
	Iteration 21Q: 3 clusters Score -124546.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -124547.148438 Penalty: 3435.095215
	Iteration 22Q: 3 clusters Score -124547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -124548.875000 Penalty: 3435.095215
	Iteration 23Q: 3 clusters Score -124548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -124553.250000 Penalty: 3435.095215
	Iteration 24Q: 3 clusters Score -124553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -124559.507812 Penalty: 3435.095215
	Iteration 25Q: 3 clusters Score -124559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -124566.976562 Penalty: 3435.095215
	Iteration 26Q: 3 clusters Score -124567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -124569.812500 Penalty: 3435.095215
	Iteration 27Q: 3 clusters Score -124569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -124572.453125 Penalty: 3435.095215
	Iteration 28Q: 3 clusters Score -124572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -124576.273438 Penalty: 3435.095215
	Iteration 29Q: 3 clusters Score -124576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -124577.125000 Penalty: 3435.095215
	Iteration 30Q: 3 clusters Score -124577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -124577.125000 Penalty: 3435.095215
	Iteration 31F: 3 clusters Score -124577.1 nChanged 0
--- Evaluating fit on full set of 3286603 points ---
Entering Unmasked Estep 
Score: -427438592.000000 Penalty: 89311.937500
23->25 Clusters: Score -427438592.000000, best is -427661056.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1095534 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 47593 members 
Mstep: Class 3 contains 47531 members 
Mstep: Class 4 contains 47937 members 
Mstep: Class 5 contains 47671 members 
Mstep: Class 6 contains 47657 members 
Mstep: Class 7 contains 47641 members 
Mstep: Class 8 contains 47670 members 
Mstep: Class 9 contains 47696 members 
Mstep: Class 10 contains 47793 members 
Mstep: Class 11 contains 47727 members 
Mstep: Class 12 contains 47565 members 
Mstep: Class 13 contains 47398 members 
Mstep: Class 14 contains 47651 members 
Mstep: Class 15 contains 47901 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 47395 members 
Mstep: Class 18 contains 47486 members 
Mstep: Class 19 contains 47582 members 
Mstep: Class 20 contains 47290 members 
Mstep: Class 21 contains 47768 members 
Mstep: Class 22 contains 47970 members 
Mstep: Class 23 contains 47450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 784.866516 but Gain 3448.875000
Score: -140220944.000000 Penalty: 75875.242188
Iteration 0F: 23 clusters Score -1.402209e+08 nChanged 1043176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1889 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 48903 members 
Mstep: Class 3 contains 61835 members 
Mstep: Class 4 contains 19233 members 
Mstep: Class 5 contains 20845 members 
Mstep: Class 6 contains 79155 members 
Mstep: Class 7 contains 108848 members 
Mstep: Class 8 contains 54958 members 
Mstep: Class 9 contains 43552 members 
Mstep: Class 10 contains 25863 members 
Mstep: Class 11 contains 29086 members 
Mstep: Class 13 contains 24120 members 
Mstep: Class 14 contains 50955 members 
Mstep: Class 15 contains 42419 members 
Mstep: Class 16 contains 88442 members 
Mstep: Class 17 contains 79225 members 
Mstep: Class 18 contains 126458 members 
Mstep: Class 19 contains 22024 members 
Mstep: Class 20 contains 24461 members 
Mstep: Class 21 contains 19418 members 
Mstep: Class 22 contains 21446 members 
Mstep: Class 23 contains 41351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142746048.000000 Penalty: 75875.242188
Iteration 1F: 23 clusters Score -1.42746e+08 nChanged 356405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1490 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 48128 members 
Mstep: Class 3 contains 68815 members 
Mstep: Class 4 contains 15574 members 
Mstep: Class 5 contains 16194 members 
Mstep: Class 6 contains 86562 members 
Mstep: Class 7 contains 133227 members 
Mstep: Class 8 contains 40475 members 
Mstep: Class 9 contains 30797 members 
Mstep: Class 10 contains 14074 members 
Mstep: Class 11 contains 25221 members 
Mstep: Class 13 contains 15975 members 
Mstep: Class 14 contains 34796 members 
Mstep: Class 15 contains 46374 members 
Mstep: Class 16 contains 89435 members 
Mstep: Class 17 contains 85495 members 
Mstep: Class 18 contains 173807 members 
Mstep: Class 19 contains 14816 members 
Mstep: Class 20 contains 13535 members 
Mstep: Class 21 contains 11987 members 
Mstep: Class 22 contains 14364 members 
Mstep: Class 23 contains 44429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143238016.000000 Penalty: 75875.242188
Iteration 2F: 23 clusters Score -1.43238e+08 nChanged 248529
Entering Unmasked Mstep 
Mstep: Class 0 contains 511 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 41036 members 
Mstep: Class 3 contains 63417 members 
Mstep: Class 4 contains 11229 members 
Mstep: Class 5 contains 16050 members 
Mstep: Class 6 contains 97312 members 
Mstep: Class 7 contains 169997 members 
Mstep: Class 8 contains 27945 members 
Mstep: Class 9 contains 17351 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 19414 members 
Mstep: Class 13 contains 9968 members 
Mstep: Class 14 contains 23861 members 
Mstep: Class 15 contains 41652 members 
Mstep: Class 16 contains 89440 members 
Mstep: Class 17 contains 91341 members 
Mstep: Class 18 contains 213930 members 
Mstep: Class 19 contains 9700 members 
Mstep: Class 20 contains 8515 members 
Mstep: Class 21 contains 9350 members 
Mstep: Class 22 contains 9467 members 
Mstep: Class 23 contains 43162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143550928.000000 Penalty: 75875.242188
Iteration 3F: 23 clusters Score -1.435509e+08 nChanged 206371
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 32733 members 
Mstep: Class 3 contains 52310 members 
Mstep: Class 4 contains 7501 members 
Mstep: Class 5 contains 16221 members 
Mstep: Class 6 contains 106088 members 
Mstep: Class 7 contains 214339 members 
Mstep: Class 8 contains 19990 members 
Mstep: Class 9 contains 6193 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 14077 members 
Mstep: Class 13 contains 5995 members 
Mstep: Class 14 contains 15613 members 
Mstep: Class 15 contains 33702 members 
Mstep: Class 16 contains 86921 members 
Mstep: Class 17 contains 96441 members 
Mstep: Class 18 contains 243804 members 
Mstep: Class 19 contains 6207 members 
Mstep: Class 20 contains 5714 members 
Mstep: Class 21 contains 8404 members 
Mstep: Class 22 contains 5783 members 
Mstep: Class 23 contains 41132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3046.517822 but Gain 3448.875000
Score: -143729376.000000 Penalty: 72426.367188
Iteration 4F: 22 clusters Score -1.437294e+08 nChanged 173538
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 40794 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 15525 members 
Mstep: Class 6 contains 110585 members 
Mstep: Class 7 contains 267090 members 
Mstep: Class 8 contains 15057 members 
Mstep: Class 9 contains 3505 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 14 contains 9701 members 
Mstep: Class 15 contains 25826 members 
Mstep: Class 16 contains 82777 members 
Mstep: Class 17 contains 101375 members 
Mstep: Class 18 contains 251568 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 3894 members 
Mstep: Class 21 contains 8348 members 
Mstep: Class 22 contains 3583 members 
Mstep: Class 23 contains 40841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2029.353149 but Gain 3448.875000
Score: -143838592.000000 Penalty: 68977.492188
Iteration 5F: 21 clusters Score -1.438386e+08 nChanged 150867
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 20091 members 
Mstep: Class 3 contains 31283 members 
Mstep: Class 4 contains 2931 members 
Mstep: Class 5 contains 13818 members 
Mstep: Class 6 contains 112463 members 
Mstep: Class 7 contains 315405 members 
Mstep: Class 8 contains 12771 members 
Mstep: Class 9 contains 3213 members 
Mstep: Class 11 contains 7728 members 
Mstep: Class 14 contains 5837 members 
Mstep: Class 15 contains 19926 members 
Mstep: Class 16 contains 75464 members 
Mstep: Class 17 contains 107175 members 
Mstep: Class 18 contains 245326 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 2363 members 
Mstep: Class 23 contains 42259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2018.394897 but Gain 3448.875000
Score: -143914368.000000 Penalty: 65528.617188
Iteration 6F: 20 clusters Score -1.439144e+08 nChanged 129970
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 15091 members 
Mstep: Class 3 contains 24249 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 12252 members 
Mstep: Class 6 contains 112097 members 
Mstep: Class 7 contains 348092 members 
Mstep: Class 8 contains 12240 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 11 contains 6372 members 
Mstep: Class 14 contains 3722 members 
Mstep: Class 15 contains 15985 members 
Mstep: Class 16 contains 68055 members 
Mstep: Class 17 contains 115252 members 
Mstep: Class 18 contains 239056 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 21 contains 10101 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 44212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1885.725464 but Gain 3448.875000
Score: -143941312.000000 Penalty: 62079.742188
Iteration 7F: 19 clusters Score -1.439413e+08 nChanged 106296
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 11981 members 
Mstep: Class 3 contains 19760 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 11121 members 
Mstep: Class 6 contains 110932 members 
Mstep: Class 7 contains 358065 members 
Mstep: Class 8 contains 12936 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 62792 members 
Mstep: Class 17 contains 126974 members 
Mstep: Class 18 contains 232465 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 11542 members 
Mstep: Class 23 contains 48050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2161.705811 but Gain 3448.875000
Score: -143961040.000000 Penalty: 58630.867188
Iteration 8F: 18 clusters Score -1.43961e+08 nChanged 82658
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 10076 members 
Mstep: Class 3 contains 16938 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 10723 members 
Mstep: Class 6 contains 109347 members 
Mstep: Class 7 contains 351750 members 
Mstep: Class 8 contains 14412 members 
Mstep: Class 9 contains 3118 members 
Mstep: Class 11 contains 5131 members 
Mstep: Class 15 contains 12492 members 
Mstep: Class 16 contains 59484 members 
Mstep: Class 17 contains 140879 members 
Mstep: Class 18 contains 227163 members 
Mstep: Class 20 contains 1509 members 
Mstep: Class 21 contains 13247 members 
Mstep: Class 23 contains 53133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2238.813721 but Gain 3448.871094
Score: -144001232.000000 Penalty: 55181.996094
Iteration 9F: 17 clusters Score -1.440012e+08 nChanged 68240
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 9001 members 
Mstep: Class 3 contains 14784 members 
Mstep: Class 4 contains 1959 members 
Mstep: Class 5 contains 10490 members 
Mstep: Class 6 contains 106693 members 
Mstep: Class 7 contains 340747 members 
Mstep: Class 8 contains 16428 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 15 contains 11749 members 
Mstep: Class 16 contains 56870 members 
Mstep: Class 17 contains 154837 members 
Mstep: Class 18 contains 221072 members 
Mstep: Class 21 contains 14940 members 
Mstep: Class 23 contains 58598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144041520.000000 Penalty: 55181.996094
Iteration 10F: 17 clusters Score -1.440415e+08 nChanged 60132
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 8160 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 1994 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 103091 members 
Mstep: Class 7 contains 327040 members 
Mstep: Class 8 contains 18821 members 
Mstep: Class 9 contains 3146 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 15 contains 11057 members 
Mstep: Class 16 contains 55020 members 
Mstep: Class 17 contains 168637 members 
Mstep: Class 18 contains 214054 members 
Mstep: Class 21 contains 16497 members 
Mstep: Class 23 contains 63923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144081936.000000 Penalty: 55181.996094
Iteration 11F: 17 clusters Score -1.440819e+08 nChanged 56137
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 7531 members 
Mstep: Class 3 contains 11198 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 10547 members 
Mstep: Class 6 contains 98977 members 
Mstep: Class 7 contains 313093 members 
Mstep: Class 8 contains 21282 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 11 contains 3802 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 53732 members 
Mstep: Class 17 contains 181740 members 
Mstep: Class 18 contains 206936 members 
Mstep: Class 21 contains 17812 members 
Mstep: Class 23 contains 68937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144113488.000000 Penalty: 55181.996094
Iteration 12F: 17 clusters Score -1.441135e+08 nChanged 53110
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 7106 members 
Mstep: Class 3 contains 9606 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 10631 members 
Mstep: Class 6 contains 94807 members 
Mstep: Class 7 contains 298258 members 
Mstep: Class 8 contains 23893 members 
Mstep: Class 9 contains 3152 members 
Mstep: Class 11 contains 3470 members 
Mstep: Class 15 contains 9739 members 
Mstep: Class 16 contains 52507 members 
Mstep: Class 17 contains 193812 members 
Mstep: Class 18 contains 201100 members 
Mstep: Class 21 contains 18825 members 
Mstep: Class 23 contains 73403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144136896.000000 Penalty: 55181.996094
Iteration 13Q: 17 clusters Score -1.441369e+08 nChanged 48767
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 6858 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 2058 members 
Mstep: Class 5 contains 10723 members 
Mstep: Class 6 contains 90841 members 
Mstep: Class 7 contains 284323 members 
Mstep: Class 8 contains 26488 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 11 contains 3197 members 
Mstep: Class 15 contains 9123 members 
Mstep: Class 16 contains 51313 members 
Mstep: Class 17 contains 204587 members 
Mstep: Class 18 contains 194968 members 
Mstep: Class 21 contains 19736 members 
Mstep: Class 23 contains 77375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144153200.000000 Penalty: 55181.996094
Iteration 14Q: 17 clusters Score -1.441532e+08 nChanged 46190
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 112308 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 6658 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 10801 members 
Mstep: Class 6 contains 87024 members 
Mstep: Class 7 contains 270508 members 
Mstep: Class 8 contains 28988 members 
Mstep: Class 9 contains 3184 members 
Mstep: Class 11 contains 2969 members 
Mstep: Class 15 contains 8585 members 
Mstep: Class 16 contains 49937 members 
Mstep: Class 17 contains 214373 members 
Mstep: Class 18 contains 189545 members 
Mstep: Class 21 contains 20569 members 
Mstep: Class 23 contains 81185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144173856.000000 Penalty: 55181.996094
Iteration 15Q: 17 clusters Score -1.441739e+08 nChanged 41428
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 122409 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 5465 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 10878 members 
Mstep: Class 6 contains 83490 members 
Mstep: Class 7 contains 257731 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 15 contains 8052 members 
Mstep: Class 16 contains 48436 members 
Mstep: Class 17 contains 222262 members 
Mstep: Class 18 contains 184924 members 
Mstep: Class 21 contains 21238 members 
Mstep: Class 23 contains 84290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144191824.000000 Penalty: 55181.996094
Iteration 16Q: 17 clusters Score -1.441918e+08 nChanged 36777
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 132530 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 4518 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 10992 members 
Mstep: Class 6 contains 80343 members 
Mstep: Class 7 contains 247230 members 
Mstep: Class 8 contains 33720 members 
Mstep: Class 9 contains 3212 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 15 contains 7512 members 
Mstep: Class 16 contains 46755 members 
Mstep: Class 17 contains 227380 members 
Mstep: Class 18 contains 181278 members 
Mstep: Class 21 contains 21774 members 
Mstep: Class 23 contains 86661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144204640.000000 Penalty: 55181.996094
Iteration 17Q: 17 clusters Score -1.442046e+08 nChanged 32992
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 142666 members 
Mstep: Class 2 contains 6844 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 11105 members 
Mstep: Class 6 contains 77621 members 
Mstep: Class 7 contains 238692 members 
Mstep: Class 8 contains 35803 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 15 contains 6979 members 
Mstep: Class 16 contains 44995 members 
Mstep: Class 17 contains 229941 members 
Mstep: Class 18 contains 178301 members 
Mstep: Class 21 contains 22172 members 
Mstep: Class 23 contains 88567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144214400.000000 Penalty: 55181.996094
Iteration 18Q: 17 clusters Score -1.442144e+08 nChanged 29276
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 152952 members 
Mstep: Class 2 contains 7012 members 
Mstep: Class 3 contains 3202 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 11234 members 
Mstep: Class 6 contains 75230 members 
Mstep: Class 7 contains 231157 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 3231 members 
Mstep: Class 11 contains 2295 members 
Mstep: Class 15 contains 6492 members 
Mstep: Class 16 contains 43274 members 
Mstep: Class 17 contains 230183 members 
Mstep: Class 18 contains 176367 members 
Mstep: Class 21 contains 22501 members 
Mstep: Class 23 contains 90182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3394.693848 but Gain 3448.875000
Score: -144222224.000000 Penalty: 51733.121094
Iteration 19Q: 16 clusters Score -1.442222e+08 nChanged 29089
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164095 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 73109 members 
Mstep: Class 7 contains 225204 members 
Mstep: Class 8 contains 39289 members 
Mstep: Class 9 contains 3235 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 41814 members 
Mstep: Class 17 contains 229254 members 
Mstep: Class 18 contains 175407 members 
Mstep: Class 21 contains 22853 members 
Mstep: Class 23 contains 91714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144232976.000000 Penalty: 51733.121094
Iteration 20F: 16 clusters Score -1.44233e+08 nChanged 24873
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 173827 members 
Mstep: Class 2 contains 7559 members 
Mstep: Class 4 contains 2844 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 71238 members 
Mstep: Class 7 contains 220408 members 
Mstep: Class 8 contains 40778 members 
Mstep: Class 9 contains 3242 members 
Mstep: Class 11 contains 2122 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 39930 members 
Mstep: Class 17 contains 226745 members 
Mstep: Class 18 contains 173924 members 
Mstep: Class 21 contains 23210 members 
Mstep: Class 23 contains 92590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144239232.000000 Penalty: 51733.121094
Iteration 21Q: 16 clusters Score -1.442392e+08 nChanged 25053
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 182431 members 
Mstep: Class 2 contains 7993 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 11488 members 
Mstep: Class 6 contains 69467 members 
Mstep: Class 7 contains 217563 members 
Mstep: Class 8 contains 42204 members 
Mstep: Class 9 contains 3237 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 38212 members 
Mstep: Class 17 contains 223657 members 
Mstep: Class 18 contains 172119 members 
Mstep: Class 21 contains 23579 members 
Mstep: Class 23 contains 93212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144244336.000000 Penalty: 51733.121094
Iteration 22Q: 16 clusters Score -1.442443e+08 nChanged 25158
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 189893 members 
Mstep: Class 2 contains 8488 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 11562 members 
Mstep: Class 6 contains 67701 members 
Mstep: Class 7 contains 215942 members 
Mstep: Class 8 contains 43478 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 11 contains 1985 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 36657 members 
Mstep: Class 17 contains 220191 members 
Mstep: Class 18 contains 170420 members 
Mstep: Class 21 contains 23929 members 
Mstep: Class 23 contains 93841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144249296.000000 Penalty: 51733.121094
Iteration 23Q: 16 clusters Score -1.442493e+08 nChanged 24527
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 195702 members 
Mstep: Class 2 contains 9078 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 11621 members 
Mstep: Class 6 contains 66031 members 
Mstep: Class 7 contains 214438 members 
Mstep: Class 8 contains 44738 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 35343 members 
Mstep: Class 17 contains 216795 members 
Mstep: Class 18 contains 169511 members 
Mstep: Class 21 contains 24397 members 
Mstep: Class 23 contains 94678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144251280.000000 Penalty: 51733.121094
Iteration 24Q: 16 clusters Score -1.442513e+08 nChanged 23931
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199705 members 
Mstep: Class 2 contains 9722 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 11682 members 
Mstep: Class 6 contains 64402 members 
Mstep: Class 7 contains 213366 members 
Mstep: Class 8 contains 45950 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 11 contains 1871 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 16 contains 34196 members 
Mstep: Class 17 contains 213864 members 
Mstep: Class 18 contains 168975 members 
Mstep: Class 21 contains 24975 members 
Mstep: Class 23 contains 95718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144253792.000000 Penalty: 51733.121094
Iteration 25Q: 16 clusters Score -1.442538e+08 nChanged 23434
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 202132 members 
Mstep: Class 2 contains 10461 members 
Mstep: Class 4 contains 3589 members 
Mstep: Class 5 contains 11748 members 
Mstep: Class 6 contains 62866 members 
Mstep: Class 7 contains 212631 members 
Mstep: Class 8 contains 47209 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 11 contains 1836 members 
Mstep: Class 15 contains 4088 members 
Mstep: Class 16 contains 33122 members 
Mstep: Class 17 contains 211028 members 
Mstep: Class 18 contains 168990 members 
Mstep: Class 21 contains 25594 members 
Mstep: Class 23 contains 96977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144256816.000000 Penalty: 51733.121094
Iteration 26Q: 16 clusters Score -1.442568e+08 nChanged 22573
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 203169 members 
Mstep: Class 2 contains 11241 members 
Mstep: Class 4 contains 3657 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 61427 members 
Mstep: Class 7 contains 211963 members 
Mstep: Class 8 contains 48523 members 
Mstep: Class 9 contains 3247 members 
Mstep: Class 11 contains 1799 members 
Mstep: Class 15 contains 3867 members 
Mstep: Class 16 contains 32053 members 
Mstep: Class 17 contains 208472 members 
Mstep: Class 18 contains 169546 members 
Mstep: Class 21 contains 26262 members 
Mstep: Class 23 contains 98464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3417.675049 but Gain 3448.875000
Score: -144259808.000000 Penalty: 48284.246094
Iteration 27Q: 15 clusters Score -1.442598e+08 nChanged 22928
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 203604 members 
Mstep: Class 2 contains 12105 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 11937 members 
Mstep: Class 6 contains 60048 members 
Mstep: Class 7 contains 211794 members 
Mstep: Class 8 contains 50005 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 30972 members 
Mstep: Class 17 contains 206375 members 
Mstep: Class 18 contains 170463 members 
Mstep: Class 21 contains 26965 members 
Mstep: Class 23 contains 100583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144263760.000000 Penalty: 48284.246094
Iteration 28Q: 15 clusters Score -1.442638e+08 nChanged 19943
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 202723 members 
Mstep: Class 2 contains 12988 members 
Mstep: Class 4 contains 3744 members 
Mstep: Class 5 contains 12023 members 
Mstep: Class 6 contains 58812 members 
Mstep: Class 7 contains 211279 members 
Mstep: Class 8 contains 51465 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 15 contains 3497 members 
Mstep: Class 16 contains 29769 members 
Mstep: Class 17 contains 204547 members 
Mstep: Class 18 contains 171350 members 
Mstep: Class 21 contains 27630 members 
Mstep: Class 23 contains 102435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144265360.000000 Penalty: 48284.246094
Iteration 29Q: 15 clusters Score -1.442654e+08 nChanged 18247
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 201170 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 4 contains 3760 members 
Mstep: Class 5 contains 12130 members 
Mstep: Class 6 contains 57729 members 
Mstep: Class 7 contains 210894 members 
Mstep: Class 8 contains 52877 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 15 contains 3318 members 
Mstep: Class 16 contains 28550 members 
Mstep: Class 17 contains 203095 members 
Mstep: Class 18 contains 172204 members 
Mstep: Class 21 contains 28324 members 
Mstep: Class 23 contains 104302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144267888.000000 Penalty: 48284.246094
Iteration 30Q: 15 clusters Score -1.442679e+08 nChanged 16971
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199199 members 
Mstep: Class 2 contains 14816 members 
Mstep: Class 4 contains 3790 members 
Mstep: Class 5 contains 12239 members 
Mstep: Class 6 contains 56768 members 
Mstep: Class 7 contains 210457 members 
Mstep: Class 8 contains 54315 members 
Mstep: Class 9 contains 3247 members 
Mstep: Class 15 contains 3161 members 
Mstep: Class 16 contains 27211 members 
Mstep: Class 17 contains 202022 members 
Mstep: Class 18 contains 173023 members 
Mstep: Class 21 contains 28964 members 
Mstep: Class 23 contains 106300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144270032.000000 Penalty: 48284.246094
Iteration 31Q: 15 clusters Score -1.4427e+08 nChanged 15815
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196993 members 
Mstep: Class 2 contains 15747 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 12344 members 
Mstep: Class 6 contains 55909 members 
Mstep: Class 7 contains 209916 members 
Mstep: Class 8 contains 55720 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 25812 members 
Mstep: Class 17 contains 201156 members 
Mstep: Class 18 contains 173830 members 
Mstep: Class 21 contains 29632 members 
Mstep: Class 23 contains 108359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144271488.000000 Penalty: 48284.246094
Iteration 32Q: 15 clusters Score -1.442715e+08 nChanged 14675
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 194750 members 
Mstep: Class 2 contains 16725 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 55142 members 
Mstep: Class 7 contains 209206 members 
Mstep: Class 8 contains 57130 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 15 contains 2902 members 
Mstep: Class 16 contains 24458 members 
Mstep: Class 17 contains 200360 members 
Mstep: Class 18 contains 174520 members 
Mstep: Class 21 contains 30244 members 
Mstep: Class 23 contains 110487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144273552.000000 Penalty: 48284.246094
Iteration 33Q: 15 clusters Score -1.442736e+08 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 192517 members 
Mstep: Class 2 contains 17620 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 12597 members 
Mstep: Class 6 contains 54457 members 
Mstep: Class 7 contains 208509 members 
Mstep: Class 8 contains 58537 members 
Mstep: Class 9 contains 3254 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 23073 members 
Mstep: Class 17 contains 199800 members 
Mstep: Class 18 contains 175144 members 
Mstep: Class 21 contains 30840 members 
Mstep: Class 23 contains 112475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144275904.000000 Penalty: 48284.246094
Iteration 34Q: 15 clusters Score -1.442759e+08 nChanged 12399
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 190386 members 
Mstep: Class 2 contains 18478 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 12706 members 
Mstep: Class 6 contains 53871 members 
Mstep: Class 7 contains 207619 members 
Mstep: Class 8 contains 59931 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 21707 members 
Mstep: Class 17 contains 199411 members 
Mstep: Class 18 contains 175577 members 
Mstep: Class 21 contains 31427 members 
Mstep: Class 23 contains 114536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144277616.000000 Penalty: 48284.246094
Iteration 35Q: 15 clusters Score -1.442776e+08 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 188262 members 
Mstep: Class 2 contains 19367 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 12788 members 
Mstep: Class 6 contains 53379 members 
Mstep: Class 7 contains 206571 members 
Mstep: Class 8 contains 61318 members 
Mstep: Class 9 contains 3254 members 
Mstep: Class 15 contains 2573 members 
Mstep: Class 16 contains 20443 members 
Mstep: Class 17 contains 199133 members 
Mstep: Class 18 contains 175944 members 
Mstep: Class 21 contains 32032 members 
Mstep: Class 23 contains 116508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3440.427490 but Gain 3448.875000
Score: -144279072.000000 Penalty: 44835.371094
Iteration 36Q: 14 clusters Score -1.442791e+08 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 186628 members 
Mstep: Class 2 contains 20302 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 12870 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 206023 members 
Mstep: Class 8 contains 62624 members 
Mstep: Class 9 contains 3254 members 
Mstep: Class 16 contains 19180 members 
Mstep: Class 17 contains 199102 members 
Mstep: Class 18 contains 176332 members 
Mstep: Class 21 contains 33673 members 
Mstep: Class 23 contains 118638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144283904.000000 Penalty: 44835.371094
Iteration 37Q: 14 clusters Score -1.442839e+08 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 184844 members 
Mstep: Class 2 contains 21136 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 12937 members 
Mstep: Class 6 contains 52496 members 
Mstep: Class 7 contains 204668 members 
Mstep: Class 8 contains 63878 members 
Mstep: Class 9 contains 3257 members 
Mstep: Class 16 contains 17991 members 
Mstep: Class 17 contains 198905 members 
Mstep: Class 18 contains 176357 members 
Mstep: Class 21 contains 34698 members 
Mstep: Class 23 contains 120375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144285296.000000 Penalty: 44835.371094
Iteration 38Q: 14 clusters Score -1.442853e+08 nChanged 10025
Entering ConstructFrom: 
Score: -144285296.000000 Penalty: 44835.371094
Entering ConstructFrom: 
Trying to split cluster 1 (183061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183061 members 
Entering Unmasked Estep 
Score: -24634656.000000 Penalty: 3005.158447
	Iteration 0F: 2 clusters Score -2.463466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -24517120.000000 Penalty: 6010.316895
	Iteration 0F: 3 clusters Score -2.451712e+07 nChanged 87880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96344 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -24569272.000000 Penalty: 6010.316895
	Iteration 1F: 3 clusters Score -2.456927e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 83893 members 
Entering Unmasked Estep 
Score: -24571082.000000 Penalty: 6010.316895
	Iteration 2Q: 3 clusters Score -2.457108e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -24573568.000000 Penalty: 6010.316895
	Iteration 3Q: 3 clusters Score -2.457357e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110224 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -24578296.000000 Penalty: 6010.316895
	Iteration 4F: 3 clusters Score -2.45783e+07 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119639 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -24586460.000000 Penalty: 6010.316895
	Iteration 5F: 3 clusters Score -2.458646e+07 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130930 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -24597888.000000 Penalty: 6010.316895
	Iteration 6F: 3 clusters Score -2.459789e+07 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -24611088.000000 Penalty: 6010.316895
	Iteration 7F: 3 clusters Score -2.461109e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148394 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -24620704.000000 Penalty: 6010.316895
	Iteration 8F: 3 clusters Score -2.46207e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152181 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -24625308.000000 Penalty: 6010.316895
	Iteration 9Q: 3 clusters Score -2.462531e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -24627244.000000 Penalty: 6010.316895
	Iteration 10Q: 3 clusters Score -2.462724e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -24628532.000000 Penalty: 6010.316895
	Iteration 11Q: 3 clusters Score -2.462853e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -24629686.000000 Penalty: 6010.316895
	Iteration 12Q: 3 clusters Score -2.462969e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161941 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -24630380.000000 Penalty: 6010.316895
	Iteration 13Q: 3 clusters Score -2.463038e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164139 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -24631060.000000 Penalty: 6010.316895
	Iteration 14Q: 3 clusters Score -2.463106e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166266 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -24631510.000000 Penalty: 6010.316895
	Iteration 15Q: 3 clusters Score -2.463151e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168291 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -24631848.000000 Penalty: 6010.316895
	Iteration 16Q: 3 clusters Score -2.463185e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -24632240.000000 Penalty: 6010.316895
	Iteration 17Q: 3 clusters Score -2.463224e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171971 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -24632364.000000 Penalty: 6010.316895
	Iteration 18Q: 3 clusters Score -2.463236e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173528 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -24632596.000000 Penalty: 6010.316895
	Iteration 19Q: 3 clusters Score -2.46326e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174898 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -24632684.000000 Penalty: 6010.316895
	Iteration 20F: 3 clusters Score -2.463268e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176041 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -24632776.000000 Penalty: 6010.316895
	Iteration 21Q: 3 clusters Score -2.463278e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177059 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -24632630.000000 Penalty: 6010.316895
	Iteration 22Q: 3 clusters Score -2.463263e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177920 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -24632772.000000 Penalty: 6010.316895
	Iteration 23Q: 3 clusters Score -2.463277e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178621 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -24632712.000000 Penalty: 6010.316895
	Iteration 24Q: 3 clusters Score -2.463271e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179251 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -24632668.000000 Penalty: 6010.316895
	Iteration 25Q: 3 clusters Score -2.463267e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179783 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -24632592.000000 Penalty: 6010.316895
	Iteration 26Q: 3 clusters Score -2.463259e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180184 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -24632606.000000 Penalty: 6010.316895
	Iteration 27Q: 3 clusters Score -2.463261e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180519 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -24632602.000000 Penalty: 6010.316895
	Iteration 28Q: 3 clusters Score -2.46326e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180804 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -24632516.000000 Penalty: 6010.316895
	Iteration 29Q: 3 clusters Score -2.463252e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181043 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -24632464.000000 Penalty: 6010.316895
	Iteration 30Q: 3 clusters Score -2.463246e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181260 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -24632510.000000 Penalty: 6010.316895
	Iteration 31Q: 3 clusters Score -2.463251e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181421 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -24632486.000000 Penalty: 6010.316895
	Iteration 32Q: 3 clusters Score -2.463249e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181550 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -24632494.000000 Penalty: 6010.316895
	Iteration 33Q: 3 clusters Score -2.463249e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181660 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -24632464.000000 Penalty: 6010.316895
	Iteration 34Q: 3 clusters Score -2.463246e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181739 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -24632452.000000 Penalty: 6010.316895
	Iteration 35Q: 3 clusters Score -2.463245e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181804 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -24632472.000000 Penalty: 6010.316895
	Iteration 36Q: 3 clusters Score -2.463247e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181849 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -24632438.000000 Penalty: 6010.316895
	Iteration 37Q: 3 clusters Score -2.463244e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181881 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -24632426.000000 Penalty: 6010.316895
	Iteration 38Q: 3 clusters Score -2.463243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181906 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -24632444.000000 Penalty: 6010.316895
	Iteration 39Q: 3 clusters Score -2.463244e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181938 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -24632416.000000 Penalty: 6010.316895
	Iteration 40F: 3 clusters Score -2.463242e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181968 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -24632426.000000 Penalty: 6010.316895
	Iteration 41Q: 3 clusters Score -2.463243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181989 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24632418.000000 Penalty: 6010.316895
	Iteration 42Q: 3 clusters Score -2.463242e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182013 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -24632406.000000 Penalty: 6010.316895
	Iteration 43Q: 3 clusters Score -2.463241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182030 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -24632390.000000 Penalty: 6010.316895
	Iteration 44Q: 3 clusters Score -2.463239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182055 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -24632380.000000 Penalty: 6010.316895
	Iteration 45Q: 3 clusters Score -2.463238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182072 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -24632360.000000 Penalty: 6010.316895
	Iteration 46Q: 3 clusters Score -2.463236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182090 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -24632338.000000 Penalty: 6010.316895
	Iteration 47Q: 3 clusters Score -2.463234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182099 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -24632344.000000 Penalty: 6010.316895
	Iteration 48Q: 3 clusters Score -2.463234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182111 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -24632370.000000 Penalty: 6010.316895
	Iteration 49Q: 3 clusters Score -2.463237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182118 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -24632366.000000 Penalty: 6010.316895
	Iteration 50Q: 3 clusters Score -2.463237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182124 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -24632366.000000 Penalty: 6010.316895
	Iteration 51Q: 3 clusters Score -2.463237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182129 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -24632380.000000 Penalty: 6010.316895
	Iteration 52Q: 3 clusters Score -2.463238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182135 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -24632356.000000 Penalty: 6010.316895
	Iteration 53Q: 3 clusters Score -2.463236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182141 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -24632358.000000 Penalty: 6010.316895
	Iteration 54Q: 3 clusters Score -2.463236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182144 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -24632354.000000 Penalty: 6010.316895
	Iteration 55Q: 3 clusters Score -2.463235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182144 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -24632354.000000 Penalty: 6010.316895
	Iteration 56F: 3 clusters Score -2.463235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Entering Unmasked Estep 
Score: -2991714.000000 Penalty: 2479.713135
	Iteration 0F: 2 clusters Score -2991714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2976318.500000 Penalty: 4959.426270
	Iteration 0F: 3 clusters Score -2976318 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2981542.250000 Penalty: 4959.426270
	Iteration 1F: 3 clusters Score -2981542 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2982080.500000 Penalty: 4959.426270
	Iteration 2F: 3 clusters Score -2982080 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2982682.750000 Penalty: 4959.426270
	Iteration 3F: 3 clusters Score -2982683 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2983513.500000 Penalty: 4959.426270
	Iteration 4F: 3 clusters Score -2983514 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2984544.250000 Penalty: 4959.426270
	Iteration 5F: 3 clusters Score -2984544 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2985812.250000 Penalty: 4959.426270
	Iteration 6F: 3 clusters Score -2985812 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2987019.000000 Penalty: 4959.426270
	Iteration 7F: 3 clusters Score -2987019 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2987950.750000 Penalty: 4959.426270
	Iteration 8F: 3 clusters Score -2987951 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2988614.250000 Penalty: 4959.426270
	Iteration 9Q: 3 clusters Score -2988614 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2989040.250000 Penalty: 4959.426270
	Iteration 10Q: 3 clusters Score -2989040 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2989294.750000 Penalty: 4959.426270
	Iteration 11Q: 3 clusters Score -2989295 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2989432.000000 Penalty: 4959.426270
	Iteration 12Q: 3 clusters Score -2989432 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2989524.500000 Penalty: 4959.426270
	Iteration 13Q: 3 clusters Score -2989524 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2989596.750000 Penalty: 4959.426270
	Iteration 14Q: 3 clusters Score -2989597 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2989636.500000 Penalty: 4959.426270
	Iteration 15Q: 3 clusters Score -2989636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2989671.000000 Penalty: 4959.426270
	Iteration 16Q: 3 clusters Score -2989671 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2989706.500000 Penalty: 4959.426270
	Iteration 17Q: 3 clusters Score -2989706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2989734.000000 Penalty: 4959.426270
	Iteration 18Q: 3 clusters Score -2989734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2989752.000000 Penalty: 4959.426270
	Iteration 19Q: 3 clusters Score -2989752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2989761.250000 Penalty: 4959.426270
	Iteration 20F: 3 clusters Score -2989761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2989767.750000 Penalty: 4959.426270
	Iteration 21Q: 3 clusters Score -2989768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2989786.000000 Penalty: 4959.426270
	Iteration 22Q: 3 clusters Score -2989786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2989787.500000 Penalty: 4959.426270
	Iteration 23Q: 3 clusters Score -2989788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2989799.000000 Penalty: 4959.426270
	Iteration 24Q: 3 clusters Score -2989799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2989803.250000 Penalty: 4959.426270
	Iteration 25Q: 3 clusters Score -2989803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2989811.500000 Penalty: 4959.426270
	Iteration 26Q: 3 clusters Score -2989812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2989820.000000 Penalty: 4959.426270
	Iteration 27Q: 3 clusters Score -2989820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2989830.000000 Penalty: 4959.426270
	Iteration 28Q: 3 clusters Score -2989830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2989837.000000 Penalty: 4959.426270
	Iteration 29Q: 3 clusters Score -2989837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2989835.250000 Penalty: 4959.426270
	Iteration 30Q: 3 clusters Score -2989835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2989840.750000 Penalty: 4959.426270
	Iteration 31Q: 3 clusters Score -2989841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2989840.500000 Penalty: 4959.426270
	Iteration 32Q: 3 clusters Score -2989840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2989844.000000 Penalty: 4959.426270
	Iteration 33Q: 3 clusters Score -2989844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2989844.500000 Penalty: 4959.426270
	Iteration 34Q: 3 clusters Score -2989844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2989843.000000 Penalty: 4959.426270
	Iteration 35Q: 3 clusters Score -2989843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2989842.250000 Penalty: 4959.426270
	Iteration 36Q: 3 clusters Score -2989842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2989842.500000 Penalty: 4959.426270
	Iteration 37Q: 3 clusters Score -2989842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2989842.500000 Penalty: 4959.426270
	Iteration 38F: 3 clusters Score -2989842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Entering Unmasked Estep 
Score: -517354.562500 Penalty: 2055.057129
	Iteration 0F: 2 clusters Score -517354.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -513488.500000 Penalty: 4110.114258
	Iteration 0F: 3 clusters Score -513488.5 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -514423.687500 Penalty: 4110.114258
	Iteration 1F: 3 clusters Score -514423.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -514653.875000 Penalty: 4110.114258
	Iteration 2F: 3 clusters Score -514653.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -514791.250000 Penalty: 4110.114258
	Iteration 3F: 3 clusters Score -514791.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -514914.468750 Penalty: 4110.114258
	Iteration 4Q: 3 clusters Score -514914.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -515058.875000 Penalty: 4110.114258
	Iteration 5Q: 3 clusters Score -515058.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -515205.625000 Penalty: 4110.114258
	Iteration 6Q: 3 clusters Score -515205.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -515402.468750 Penalty: 4110.114258
	Iteration 7Q: 3 clusters Score -515402.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -515595.906250 Penalty: 4110.114258
	Iteration 8Q: 3 clusters Score -515595.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -515795.718750 Penalty: 4110.114258
	Iteration 9Q: 3 clusters Score -515795.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -516017.406250 Penalty: 4110.114258
	Iteration 10Q: 3 clusters Score -516017.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -516191.968750 Penalty: 4110.114258
	Iteration 11Q: 3 clusters Score -516192 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -516329.718750 Penalty: 4110.114258
	Iteration 12Q: 3 clusters Score -516329.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -516430.468750 Penalty: 4110.114258
	Iteration 13Q: 3 clusters Score -516430.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -516508.843750 Penalty: 4110.114258
	Iteration 14Q: 3 clusters Score -516508.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -516568.468750 Penalty: 4110.114258
	Iteration 15Q: 3 clusters Score -516568.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -516604.062500 Penalty: 4110.114258
	Iteration 16Q: 3 clusters Score -516604.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -516629.687500 Penalty: 4110.114258
	Iteration 17Q: 3 clusters Score -516629.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -516652.625000 Penalty: 4110.114258
	Iteration 18Q: 3 clusters Score -516652.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -516662.187500 Penalty: 4110.114258
	Iteration 19Q: 3 clusters Score -516662.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -516669.750000 Penalty: 4110.114258
	Iteration 20F: 3 clusters Score -516669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -516672.875000 Penalty: 4110.114258
	Iteration 21Q: 3 clusters Score -516672.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -516673.437500 Penalty: 4110.114258
	Iteration 22Q: 3 clusters Score -516673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -516676.062500 Penalty: 4110.114258
	Iteration 23Q: 3 clusters Score -516676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -516677.375000 Penalty: 4110.114258
	Iteration 24Q: 3 clusters Score -516677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -516678.468750 Penalty: 4110.114258
	Iteration 25Q: 3 clusters Score -516678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -516679.187500 Penalty: 4110.114258
	Iteration 26Q: 3 clusters Score -516679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -516678.656250 Penalty: 4110.114258
	Iteration 27Q: 3 clusters Score -516678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -516678.656250 Penalty: 4110.114258
	Iteration 28F: 3 clusters Score -516678.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Entering Unmasked Estep 
Score: -1650712.375000 Penalty: 2349.478760
	Iteration 0F: 2 clusters Score -1650712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1641224.000000 Penalty: 4698.957520
	Iteration 0F: 3 clusters Score -1641224 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1644489.750000 Penalty: 4698.957520
	Iteration 1F: 3 clusters Score -1644490 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1645598.000000 Penalty: 4698.957520
	Iteration 2F: 3 clusters Score -1645598 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1646850.250000 Penalty: 4698.957520
	Iteration 3F: 3 clusters Score -1646850 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1647987.500000 Penalty: 4698.957520
	Iteration 4F: 3 clusters Score -1647988 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1648990.000000 Penalty: 4698.957520
	Iteration 5F: 3 clusters Score -1648990 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1649758.500000 Penalty: 4698.957520
	Iteration 6F: 3 clusters Score -1649758 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1650248.125000 Penalty: 4698.957520
	Iteration 7F: 3 clusters Score -1650248 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1650542.125000 Penalty: 4698.957520
	Iteration 8Q: 3 clusters Score -1650542 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1650747.375000 Penalty: 4698.957520
	Iteration 9Q: 3 clusters Score -1650747 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1650916.250000 Penalty: 4698.957520
	Iteration 10Q: 3 clusters Score -1650916 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1651068.500000 Penalty: 4698.957520
	Iteration 11Q: 3 clusters Score -1651068 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1651224.250000 Penalty: 4698.957520
	Iteration 12Q: 3 clusters Score -1651224 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1651360.875000 Penalty: 4698.957520
	Iteration 13Q: 3 clusters Score -1651361 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1651476.125000 Penalty: 4698.957520
	Iteration 14Q: 3 clusters Score -1651476 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1651590.750000 Penalty: 4698.957520
	Iteration 15Q: 3 clusters Score -1651591 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1651674.625000 Penalty: 4698.957520
	Iteration 16Q: 3 clusters Score -1651675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1651724.000000 Penalty: 4698.957520
	Iteration 17Q: 3 clusters Score -1651724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1651754.250000 Penalty: 4698.957520
	Iteration 18Q: 3 clusters Score -1651754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1651774.500000 Penalty: 4698.957520
	Iteration 19Q: 3 clusters Score -1651774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1651773.500000 Penalty: 4698.957520
	Iteration 20F: 3 clusters Score -1651774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1651778.625000 Penalty: 4698.957520
	Iteration 21Q: 3 clusters Score -1651779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1651778.875000 Penalty: 4698.957520
	Iteration 22Q: 3 clusters Score -1651779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1651781.750000 Penalty: 4698.957520
	Iteration 23Q: 3 clusters Score -1651782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1651782.125000 Penalty: 4698.957520
	Iteration 24Q: 3 clusters Score -1651782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1651780.500000 Penalty: 4698.957520
	Iteration 25Q: 3 clusters Score -1651780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1651782.125000 Penalty: 4698.957520
	Iteration 26Q: 3 clusters Score -1651782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1651779.000000 Penalty: 4698.957520
	Iteration 27Q: 3 clusters Score -1651779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1651781.000000 Penalty: 4698.957520
	Iteration 28Q: 3 clusters Score -1651781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1651781.000000 Penalty: 4698.957520
	Iteration 29F: 3 clusters Score -1651781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 22001 members 
Mstep: Class 3 contains 878 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 6 contains 52096 members 
Mstep: Class 7 contains 203501 members 
Mstep: Class 8 contains 65106 members 
Mstep: Class 9 contains 3259 members 
Mstep: Class 16 contains 16858 members 
Mstep: Class 17 contains 198753 members 
Mstep: Class 18 contains 176315 members 
Mstep: Class 21 contains 35622 members 
Mstep: Class 23 contains 121957 members 
Entering Unmasked Estep 
Score: -144286544.000000 Penalty: 48284.246094
Splitting cluster 5 changes total score from -144285296.000000 to -144286544.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (52096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Entering Unmasked Estep 
Score: -6758138.000000 Penalty: 2693.489258
	Iteration 0F: 2 clusters Score -6758138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6723128.000000 Penalty: 5386.978516
	Iteration 0F: 3 clusters Score -6723128 nChanged 24015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -6736400.000000 Penalty: 5386.978516
	Iteration 1F: 3 clusters Score -6736400 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -6736953.000000 Penalty: 5386.978516
	Iteration 2Q: 3 clusters Score -6736953 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -6737482.000000 Penalty: 5386.978516
	Iteration 3Q: 3 clusters Score -6737482 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -6738263.000000 Penalty: 5386.978516
	Iteration 4Q: 3 clusters Score -6738263 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -6739701.000000 Penalty: 5386.978516
	Iteration 5Q: 3 clusters Score -6739701 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -6741981.000000 Penalty: 5386.978516
	Iteration 6F: 3 clusters Score -6741981 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -6745291.000000 Penalty: 5386.978516
	Iteration 7F: 3 clusters Score -6745291 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -6748904.000000 Penalty: 5386.978516
	Iteration 8F: 3 clusters Score -6748904 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -6751934.000000 Penalty: 5386.978516
	Iteration 9F: 3 clusters Score -6751934 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -6753961.000000 Penalty: 5386.978516
	Iteration 10F: 3 clusters Score -6753961 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -6755470.500000 Penalty: 5386.978516
	Iteration 11Q: 3 clusters Score -6755470 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -6756988.500000 Penalty: 5386.978516
	Iteration 12Q: 3 clusters Score -6756988 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -6758571.000000 Penalty: 5386.978516
	Iteration 13Q: 3 clusters Score -6758571 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -6759618.500000 Penalty: 5386.978516
	Iteration 14Q: 3 clusters Score -6759618 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -6759903.500000 Penalty: 5386.978516
	Iteration 15Q: 3 clusters Score -6759904 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6760046.000000 Penalty: 5386.978516
	Iteration 16Q: 3 clusters Score -6760046 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -6760115.000000 Penalty: 5386.978516
	Iteration 17Q: 3 clusters Score -6760115 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6760169.000000 Penalty: 5386.978516
	Iteration 18Q: 3 clusters Score -6760169 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6760204.500000 Penalty: 5386.978516
	Iteration 19Q: 3 clusters Score -6760204 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6760223.500000 Penalty: 5386.978516
	Iteration 20F: 3 clusters Score -6760224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6760229.000000 Penalty: 5386.978516
	Iteration 21Q: 3 clusters Score -6760229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6760243.500000 Penalty: 5386.978516
	Iteration 22Q: 3 clusters Score -6760244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6760261.500000 Penalty: 5386.978516
	Iteration 23Q: 3 clusters Score -6760262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -6760257.000000 Penalty: 5386.978516
	Iteration 24Q: 3 clusters Score -6760257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -6760257.500000 Penalty: 5386.978516
	Iteration 25Q: 3 clusters Score -6760258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6760249.000000 Penalty: 5386.978516
	Iteration 26Q: 3 clusters Score -6760249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6760251.000000 Penalty: 5386.978516
	Iteration 27Q: 3 clusters Score -6760251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6760251.000000 Penalty: 5386.978516
	Iteration 28Q: 3 clusters Score -6760251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6760253.500000 Penalty: 5386.978516
	Iteration 29Q: 3 clusters Score -6760254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -6760248.500000 Penalty: 5386.978516
	Iteration 30Q: 3 clusters Score -6760248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6760252.000000 Penalty: 5386.978516
	Iteration 31Q: 3 clusters Score -6760252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -6760249.500000 Penalty: 5386.978516
	Iteration 32Q: 3 clusters Score -6760250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -6760245.000000 Penalty: 5386.978516
	Iteration 33Q: 3 clusters Score -6760245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6760241.000000 Penalty: 5386.978516
	Iteration 34Q: 3 clusters Score -6760241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6760240.500000 Penalty: 5386.978516
	Iteration 35Q: 3 clusters Score -6760240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6760242.500000 Penalty: 5386.978516
	Iteration 36Q: 3 clusters Score -6760242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6760242.000000 Penalty: 5386.978516
	Iteration 37Q: 3 clusters Score -6760242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6760242.000000 Penalty: 5386.978516
	Iteration 38F: 3 clusters Score -6760242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 22001 members 
Mstep: Class 3 contains 878 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 6 contains 49556 members 
Mstep: Class 7 contains 203501 members 
Mstep: Class 8 contains 65106 members 
Mstep: Class 9 contains 3259 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 16 contains 16858 members 
Mstep: Class 17 contains 198753 members 
Mstep: Class 18 contains 176315 members 
Mstep: Class 21 contains 35622 members 
Mstep: Class 23 contains 121957 members 
Entering Unmasked Estep 
Score: -144288288.000000 Penalty: 51733.121094
Splitting cluster 6 changes total score from -144285296.000000 to -144288288.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (203501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203501 members 
Entering Unmasked Estep 
Score: -27238558.000000 Penalty: 3031.409668
	Iteration 0F: 2 clusters Score -2.723856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 101720 members 
Entering Unmasked Estep 
Score: -27110190.000000 Penalty: 6062.819336
	Iteration 0F: 3 clusters Score -2.711019e+07 nChanged 98335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100842 members 
Mstep: Class 2 contains 102659 members 
Entering Unmasked Estep 
Score: -27168292.000000 Penalty: 6062.819336
	Iteration 1F: 3 clusters Score -2.716829e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -27170574.000000 Penalty: 6062.819336
	Iteration 2Q: 3 clusters Score -2.717057e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98605 members 
Mstep: Class 2 contains 104896 members 
Entering Unmasked Estep 
Score: -27175224.000000 Penalty: 6062.819336
	Iteration 3Q: 3 clusters Score -2.717522e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 107471 members 
Entering Unmasked Estep 
Score: -27182084.000000 Penalty: 6062.819336
	Iteration 4F: 3 clusters Score -2.718208e+07 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 111816 members 
Entering Unmasked Estep 
Score: -27190872.000000 Penalty: 6062.819336
	Iteration 5F: 3 clusters Score -2.719087e+07 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 117856 members 
Entering Unmasked Estep 
Score: -27200682.000000 Penalty: 6062.819336
	Iteration 6F: 3 clusters Score -2.720068e+07 nChanged 14494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 124800 members 
Entering Unmasked Estep 
Score: -27210936.000000 Penalty: 6062.819336
	Iteration 7F: 3 clusters Score -2.721094e+07 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 131487 members 
Entering Unmasked Estep 
Score: -27219880.000000 Penalty: 6062.819336
	Iteration 8F: 3 clusters Score -2.721988e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 136798 members 
Entering Unmasked Estep 
Score: -27226088.000000 Penalty: 6062.819336
	Iteration 9Q: 3 clusters Score -2.722609e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 141010 members 
Entering Unmasked Estep 
Score: -27229754.000000 Penalty: 6062.819336
	Iteration 10Q: 3 clusters Score -2.722975e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -27231658.000000 Penalty: 6062.819336
	Iteration 11Q: 3 clusters Score -2.723166e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 148038 members 
Entering Unmasked Estep 
Score: -27232978.000000 Penalty: 6062.819336
	Iteration 12Q: 3 clusters Score -2.723298e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 151178 members 
Entering Unmasked Estep 
Score: -27234134.000000 Penalty: 6062.819336
	Iteration 13Q: 3 clusters Score -2.723413e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 154173 members 
Entering Unmasked Estep 
Score: -27234964.000000 Penalty: 6062.819336
	Iteration 14Q: 3 clusters Score -2.723496e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 156860 members 
Entering Unmasked Estep 
Score: -27235868.000000 Penalty: 6062.819336
	Iteration 15Q: 3 clusters Score -2.723587e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 159464 members 
Entering Unmasked Estep 
Score: -27236716.000000 Penalty: 6062.819336
	Iteration 16Q: 3 clusters Score -2.723672e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 162191 members 
Entering Unmasked Estep 
Score: -27237464.000000 Penalty: 6062.819336
	Iteration 17Q: 3 clusters Score -2.723746e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 164971 members 
Entering Unmasked Estep 
Score: -27238242.000000 Penalty: 6062.819336
	Iteration 18Q: 3 clusters Score -2.723824e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 167615 members 
Entering Unmasked Estep 
Score: -27238646.000000 Penalty: 6062.819336
	Iteration 19Q: 3 clusters Score -2.723865e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 170123 members 
Entering Unmasked Estep 
Score: -27238918.000000 Penalty: 6062.819336
	Iteration 20F: 3 clusters Score -2.723892e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 172529 members 
Entering Unmasked Estep 
Score: -27239552.000000 Penalty: 6062.819336
	Iteration 21Q: 3 clusters Score -2.723955e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 174846 members 
Entering Unmasked Estep 
Score: -27240110.000000 Penalty: 6062.819336
	Iteration 22Q: 3 clusters Score -2.724011e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 177135 members 
Entering Unmasked Estep 
Score: -27240628.000000 Penalty: 6062.819336
	Iteration 23Q: 3 clusters Score -2.724063e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 179288 members 
Entering Unmasked Estep 
Score: -27241166.000000 Penalty: 6062.819336
	Iteration 24Q: 3 clusters Score -2.724117e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 181334 members 
Entering Unmasked Estep 
Score: -27241686.000000 Penalty: 6062.819336
	Iteration 25Q: 3 clusters Score -2.724169e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 183271 members 
Entering Unmasked Estep 
Score: -27242220.000000 Penalty: 6062.819336
	Iteration 26Q: 3 clusters Score -2.724222e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 185088 members 
Entering Unmasked Estep 
Score: -27242574.000000 Penalty: 6062.819336
	Iteration 27Q: 3 clusters Score -2.724257e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 186804 members 
Entering Unmasked Estep 
Score: -27242876.000000 Penalty: 6062.819336
	Iteration 28Q: 3 clusters Score -2.724288e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 188385 members 
Entering Unmasked Estep 
Score: -27243196.000000 Penalty: 6062.819336
	Iteration 29Q: 3 clusters Score -2.72432e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 189864 members 
Entering Unmasked Estep 
Score: -27243318.000000 Penalty: 6062.819336
	Iteration 30Q: 3 clusters Score -2.724332e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 191213 members 
Entering Unmasked Estep 
Score: -27243566.000000 Penalty: 6062.819336
	Iteration 31Q: 3 clusters Score -2.724357e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 192412 members 
Entering Unmasked Estep 
Score: -27243812.000000 Penalty: 6062.819336
	Iteration 32Q: 3 clusters Score -2.724381e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 193505 members 
Entering Unmasked Estep 
Score: -27244098.000000 Penalty: 6062.819336
	Iteration 33Q: 3 clusters Score -2.72441e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 194413 members 
Entering Unmasked Estep 
Score: -27244318.000000 Penalty: 6062.819336
	Iteration 34Q: 3 clusters Score -2.724432e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 195202 members 
Entering Unmasked Estep 
Score: -27244338.000000 Penalty: 6062.819336
	Iteration 35Q: 3 clusters Score -2.724434e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 195849 members 
Entering Unmasked Estep 
Score: -27244444.000000 Penalty: 6062.819336
	Iteration 36Q: 3 clusters Score -2.724444e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 196405 members 
Entering Unmasked Estep 
Score: -27244588.000000 Penalty: 6062.819336
	Iteration 37Q: 3 clusters Score -2.724459e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 196872 members 
Entering Unmasked Estep 
Score: -27244596.000000 Penalty: 6062.819336
	Iteration 38Q: 3 clusters Score -2.72446e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 197251 members 
Entering Unmasked Estep 
Score: -27244606.000000 Penalty: 6062.819336
	Iteration 39Q: 3 clusters Score -2.724461e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 197542 members 
Entering Unmasked Estep 
Score: -27244624.000000 Penalty: 6062.819336
	Iteration 40F: 3 clusters Score -2.724462e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 197772 members 
Entering Unmasked Estep 
Score: -27244564.000000 Penalty: 6062.819336
	Iteration 41Q: 3 clusters Score -2.724456e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 197955 members 
Entering Unmasked Estep 
Score: -27244532.000000 Penalty: 6062.819336
	Iteration 42Q: 3 clusters Score -2.724453e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 198104 members 
Entering Unmasked Estep 
Score: -27244484.000000 Penalty: 6062.819336
	Iteration 43Q: 3 clusters Score -2.724448e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 198208 members 
Entering Unmasked Estep 
Score: -27244506.000000 Penalty: 6062.819336
	Iteration 44Q: 3 clusters Score -2.724451e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 198288 members 
Entering Unmasked Estep 
Score: -27244498.000000 Penalty: 6062.819336
	Iteration 45Q: 3 clusters Score -2.72445e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 198335 members 
Entering Unmasked Estep 
Score: -27244478.000000 Penalty: 6062.819336
	Iteration 46Q: 3 clusters Score -2.724448e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 198389 members 
Entering Unmasked Estep 
Score: -27244494.000000 Penalty: 6062.819336
	Iteration 47Q: 3 clusters Score -2.724449e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 198441 members 
Entering Unmasked Estep 
Score: -27244472.000000 Penalty: 6062.819336
	Iteration 48Q: 3 clusters Score -2.724447e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 198481 members 
Entering Unmasked Estep 
Score: -27244474.000000 Penalty: 6062.819336
	Iteration 49Q: 3 clusters Score -2.724447e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 198516 members 
Entering Unmasked Estep 
Score: -27244500.000000 Penalty: 6062.819336
	Iteration 50Q: 3 clusters Score -2.72445e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 198538 members 
Entering Unmasked Estep 
Score: -27244512.000000 Penalty: 6062.819336
	Iteration 51Q: 3 clusters Score -2.724451e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 198563 members 
Entering Unmasked Estep 
Score: -27244498.000000 Penalty: 6062.819336
	Iteration 52Q: 3 clusters Score -2.72445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 198586 members 
Entering Unmasked Estep 
Score: -27244450.000000 Penalty: 6062.819336
	Iteration 53Q: 3 clusters Score -2.724445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 198602 members 
Entering Unmasked Estep 
Score: -27244454.000000 Penalty: 6062.819336
	Iteration 54Q: 3 clusters Score -2.724445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 198615 members 
Entering Unmasked Estep 
Score: -27244434.000000 Penalty: 6062.819336
	Iteration 55Q: 3 clusters Score -2.724443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 198622 members 
Entering Unmasked Estep 
Score: -27244430.000000 Penalty: 6062.819336
	Iteration 56Q: 3 clusters Score -2.724443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 198628 members 
Entering Unmasked Estep 
Score: -27244434.000000 Penalty: 6062.819336
	Iteration 57Q: 3 clusters Score -2.724443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 198630 members 
Entering Unmasked Estep 
Score: -27244438.000000 Penalty: 6062.819336
	Iteration 58Q: 3 clusters Score -2.724444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 198630 members 
Entering Unmasked Estep 
Score: -27244432.000000 Penalty: 6062.819336
	Iteration 59Q: 3 clusters Score -2.724443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 198632 members 
Entering Unmasked Estep 
Score: -27244470.000000 Penalty: 6062.819336
	Iteration 60F: 3 clusters Score -2.724447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 198634 members 
Entering Unmasked Estep 
Score: -27244446.000000 Penalty: 6062.819336
	Iteration 61Q: 3 clusters Score -2.724445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 198638 members 
Entering Unmasked Estep 
Score: -27244454.000000 Penalty: 6062.819336
	Iteration 62Q: 3 clusters Score -2.724445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 198643 members 
Entering Unmasked Estep 
Score: -27244452.000000 Penalty: 6062.819336
	Iteration 63Q: 3 clusters Score -2.724445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 198649 members 
Entering Unmasked Estep 
Score: -27244454.000000 Penalty: 6062.819336
	Iteration 64Q: 3 clusters Score -2.724445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 198654 members 
Entering Unmasked Estep 
Score: -27244444.000000 Penalty: 6062.819336
	Iteration 65Q: 3 clusters Score -2.724444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 198660 members 
Entering Unmasked Estep 
Score: -27244434.000000 Penalty: 6062.819336
	Iteration 66Q: 3 clusters Score -2.724443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 198665 members 
Entering Unmasked Estep 
Score: -27244422.000000 Penalty: 6062.819336
	Iteration 67Q: 3 clusters Score -2.724442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 198668 members 
Entering Unmasked Estep 
Score: -27244418.000000 Penalty: 6062.819336
	Iteration 68Q: 3 clusters Score -2.724442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 198669 members 
Entering Unmasked Estep 
Score: -27244422.000000 Penalty: 6062.819336
	Iteration 69Q: 3 clusters Score -2.724442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 198670 members 
Entering Unmasked Estep 
Score: -27244438.000000 Penalty: 6062.819336
	Iteration 70Q: 3 clusters Score -2.724444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 198670 members 
Entering Unmasked Estep 
Score: -27244438.000000 Penalty: 6062.819336
	Iteration 71F: 3 clusters Score -2.724444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 22001 members 
Mstep: Class 3 contains 878 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 6 contains 49556 members 
Mstep: Class 7 contains 4831 members 
Mstep: Class 8 contains 65106 members 
Mstep: Class 9 contains 3259 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 198670 members 
Mstep: Class 16 contains 16858 members 
Mstep: Class 17 contains 198753 members 
Mstep: Class 18 contains 176315 members 
Mstep: Class 21 contains 35622 members 
Mstep: Class 23 contains 121957 members 
Entering Unmasked Estep 
Score: -144294912.000000 Penalty: 55181.996094
Splitting cluster 7 changes total score from -144285296.000000 to -144294912.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (65106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Entering Unmasked Estep 
Score: -8712052.000000 Penalty: 2748.775391
	Iteration 0F: 2 clusters Score -8712052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -8668704.000000 Penalty: 5497.550781
	Iteration 0F: 3 clusters Score -8668704 nChanged 30282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -8685471.000000 Penalty: 5497.550781
	Iteration 1F: 3 clusters Score -8685471 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -8686094.000000 Penalty: 5497.550781
	Iteration 2Q: 3 clusters Score -8686094 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -8686891.000000 Penalty: 5497.550781
	Iteration 3Q: 3 clusters Score -8686891 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -8687988.000000 Penalty: 5497.550781
	Iteration 4Q: 3 clusters Score -8687988 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -8689790.000000 Penalty: 5497.550781
	Iteration 5F: 3 clusters Score -8689790 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -8692722.000000 Penalty: 5497.550781
	Iteration 6F: 3 clusters Score -8692722 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -8696679.000000 Penalty: 5497.550781
	Iteration 7F: 3 clusters Score -8696679 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -8701376.000000 Penalty: 5497.550781
	Iteration 8F: 3 clusters Score -8701376 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -8704940.000000 Penalty: 5497.550781
	Iteration 9F: 3 clusters Score -8704940 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -8706674.000000 Penalty: 5497.550781
	Iteration 10Q: 3 clusters Score -8706674 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -8707499.000000 Penalty: 5497.550781
	Iteration 11Q: 3 clusters Score -8707499 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -8707974.000000 Penalty: 5497.550781
	Iteration 12Q: 3 clusters Score -8707974 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -8708356.000000 Penalty: 5497.550781
	Iteration 13Q: 3 clusters Score -8708356 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -8708621.000000 Penalty: 5497.550781
	Iteration 14Q: 3 clusters Score -8708621 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -8708839.000000 Penalty: 5497.550781
	Iteration 15Q: 3 clusters Score -8708839 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -8709052.000000 Penalty: 5497.550781
	Iteration 16Q: 3 clusters Score -8709052 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -8709195.000000 Penalty: 5497.550781
	Iteration 17Q: 3 clusters Score -8709195 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -8709275.000000 Penalty: 5497.550781
	Iteration 18Q: 3 clusters Score -8709275 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -8709422.000000 Penalty: 5497.550781
	Iteration 19Q: 3 clusters Score -8709422 nChanged 354
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Mstep: Class 2 contains 10886 members 
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	Iteration 104Q: 3 clusters Score -8710115 nChanged 14
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	Iteration 109Q: 3 clusters Score -8710135 nChanged 24
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	Iteration 111Q: 3 clusters Score -8710134 nChanged 25
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	Iteration 113Q: 3 clusters Score -8710120 nChanged 20
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Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -8710138.000000 Penalty: 5497.550781
	Iteration 114Q: 3 clusters Score -8710138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -8710137.000000 Penalty: 5497.550781
	Iteration 115Q: 3 clusters Score -8710137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -8710133.000000 Penalty: 5497.550781
	Iteration 116Q: 3 clusters Score -8710133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -8710138.000000 Penalty: 5497.550781
	Iteration 117Q: 3 clusters Score -8710138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -8710130.000000 Penalty: 5497.550781
	Iteration 118Q: 3 clusters Score -8710130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -8710137.000000 Penalty: 5497.550781
	Iteration 119Q: 3 clusters Score -8710137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -8710133.000000 Penalty: 5497.550781
	Iteration 120F: 3 clusters Score -8710133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -8710145.000000 Penalty: 5497.550781
	Iteration 121Q: 3 clusters Score -8710145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -8710140.000000 Penalty: 5497.550781
	Iteration 122Q: 3 clusters Score -8710140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -8710144.000000 Penalty: 5497.550781
	Iteration 123Q: 3 clusters Score -8710144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -8710155.000000 Penalty: 5497.550781
	Iteration 124Q: 3 clusters Score -8710155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -8710150.000000 Penalty: 5497.550781
	Iteration 125Q: 3 clusters Score -8710150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -8710154.000000 Penalty: 5497.550781
	Iteration 126Q: 3 clusters Score -8710154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -8710155.000000 Penalty: 5497.550781
	Iteration 127Q: 3 clusters Score -8710155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -8710156.000000 Penalty: 5497.550781
	Iteration 128Q: 3 clusters Score -8710156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -8710145.000000 Penalty: 5497.550781
	Iteration 129Q: 3 clusters Score -8710145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -8710144.000000 Penalty: 5497.550781
	Iteration 130Q: 3 clusters Score -8710144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -8710144.000000 Penalty: 5497.550781
	Iteration 131Q: 3 clusters Score -8710144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -8710147.000000 Penalty: 5497.550781
	Iteration 132Q: 3 clusters Score -8710147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -8710151.000000 Penalty: 5497.550781
	Iteration 133Q: 3 clusters Score -8710151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -8710149.000000 Penalty: 5497.550781
	Iteration 134Q: 3 clusters Score -8710149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -8710160.000000 Penalty: 5497.550781
	Iteration 135Q: 3 clusters Score -8710160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -8710160.000000 Penalty: 5497.550781
	Iteration 136Q: 3 clusters Score -8710160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -8710161.000000 Penalty: 5497.550781
	Iteration 137Q: 3 clusters Score -8710161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -8710154.000000 Penalty: 5497.550781
	Iteration 138Q: 3 clusters Score -8710154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -8710153.000000 Penalty: 5497.550781
	Iteration 139Q: 3 clusters Score -8710153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -8710145.000000 Penalty: 5497.550781
	Iteration 140F: 3 clusters Score -8710145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -8710153.000000 Penalty: 5497.550781
	Iteration 141Q: 3 clusters Score -8710153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -8710149.000000 Penalty: 5497.550781
	Iteration 142Q: 3 clusters Score -8710149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -8710154.000000 Penalty: 5497.550781
	Iteration 143Q: 3 clusters Score -8710154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -8710152.000000 Penalty: 5497.550781
	Iteration 144Q: 3 clusters Score -8710152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -8710157.000000 Penalty: 5497.550781
	Iteration 145Q: 3 clusters Score -8710157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -8710154.000000 Penalty: 5497.550781
	Iteration 146Q: 3 clusters Score -8710154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -8710158.000000 Penalty: 5497.550781
	Iteration 147Q: 3 clusters Score -8710158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -8710164.000000 Penalty: 5497.550781
	Iteration 148Q: 3 clusters Score -8710164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -8710165.000000 Penalty: 5497.550781
	Iteration 149Q: 3 clusters Score -8710165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -8710170.000000 Penalty: 5497.550781
	Iteration 150Q: 3 clusters Score -8710170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -8710176.000000 Penalty: 5497.550781
	Iteration 151Q: 3 clusters Score -8710176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -8710176.000000 Penalty: 5497.550781
	Iteration 152Q: 3 clusters Score -8710176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -8710165.000000 Penalty: 5497.550781
	Iteration 153Q: 3 clusters Score -8710165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -8710162.000000 Penalty: 5497.550781
	Iteration 154Q: 3 clusters Score -8710162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -8710170.000000 Penalty: 5497.550781
	Iteration 155Q: 3 clusters Score -8710170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -8710163.000000 Penalty: 5497.550781
	Iteration 156Q: 3 clusters Score -8710163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -8710171.000000 Penalty: 5497.550781
	Iteration 157Q: 3 clusters Score -8710171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -8710168.000000 Penalty: 5497.550781
	Iteration 158Q: 3 clusters Score -8710168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -8710167.000000 Penalty: 5497.550781
	Iteration 159Q: 3 clusters Score -8710167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -8710171.000000 Penalty: 5497.550781
	Iteration 160F: 3 clusters Score -8710171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -379967.125000 Penalty: 2006.115479
	Iteration 0F: 2 clusters Score -379967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -376803.937500 Penalty: 4012.230957
	Iteration 0F: 3 clusters Score -376803.9 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -379779.781250 Penalty: 4012.230957
	Iteration 1F: 3 clusters Score -379779.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -381657.625000 Penalty: 4012.230957
	Iteration 2F: 3 clusters Score -381657.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -382789.031250 Penalty: 4012.230957
	Iteration 3F: 3 clusters Score -382789 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -383616.906250 Penalty: 4012.230957
	Iteration 4F: 3 clusters Score -383616.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -384279.093750 Penalty: 4012.230957
	Iteration 5Q: 3 clusters Score -384279.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -384534.250000 Penalty: 4012.230957
	Iteration 6Q: 3 clusters Score -384534.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -384704.875000 Penalty: 4012.230957
	Iteration 7Q: 3 clusters Score -384704.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -384852.218750 Penalty: 4012.230957
	Iteration 8Q: 3 clusters Score -384852.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -384988.187500 Penalty: 4012.230957
	Iteration 9Q: 3 clusters Score -384988.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -385169.437500 Penalty: 4012.230957
	Iteration 10Q: 3 clusters Score -385169.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -385222.343750 Penalty: 4012.230957
	Iteration 11Q: 3 clusters Score -385222.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -385239.937500 Penalty: 4012.230957
	Iteration 12Q: 3 clusters Score -385239.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -385252.125000 Penalty: 4012.230957
	Iteration 13Q: 3 clusters Score -385252.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -385266.000000 Penalty: 4012.230957
	Iteration 14Q: 3 clusters Score -385266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -385271.312500 Penalty: 4012.230957
	Iteration 15Q: 3 clusters Score -385271.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -385272.656250 Penalty: 4012.230957
	Iteration 16Q: 3 clusters Score -385272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -385274.312500 Penalty: 4012.230957
	Iteration 17Q: 3 clusters Score -385274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -385276.781250 Penalty: 4012.230957
	Iteration 18Q: 3 clusters Score -385276.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -385280.250000 Penalty: 4012.230957
	Iteration 19Q: 3 clusters Score -385280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -385318.812500 Penalty: 4012.230957
	Iteration 20F: 3 clusters Score -385318.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -385553.656250 Penalty: 4012.230957
	Iteration 21Q: 3 clusters Score -385553.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -385662.250000 Penalty: 4012.230957
	Iteration 22Q: 3 clusters Score -385662.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -385678.125000 Penalty: 4012.230957
	Iteration 23Q: 3 clusters Score -385678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -385680.843750 Penalty: 4012.230957
	Iteration 24Q: 3 clusters Score -385680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -385682.687500 Penalty: 4012.230957
	Iteration 25Q: 3 clusters Score -385682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -385684.281250 Penalty: 4012.230957
	Iteration 26Q: 3 clusters Score -385684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -385684.875000 Penalty: 4012.230957
	Iteration 27Q: 3 clusters Score -385684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -385684.875000 Penalty: 4012.230957
	Iteration 28F: 3 clusters Score -385684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 22001 members 
Mstep: Class 3 contains 878 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 6 contains 49556 members 
Mstep: Class 7 contains 4831 members 
Mstep: Class 8 contains 65106 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 198670 members 
Mstep: Class 12 contains 2495 members 
Mstep: Class 16 contains 16858 members 
Mstep: Class 17 contains 198753 members 
Mstep: Class 18 contains 176315 members 
Mstep: Class 21 contains 35622 members 
Mstep: Class 23 contains 121957 members 
Entering Unmasked Estep 
Score: -144298960.000000 Penalty: 58630.867188
Splitting cluster 9 changes total score from -144285296.000000 to -144298960.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 16 (16858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Entering Unmasked Estep 
Score: -2287703.250000 Penalty: 2413.679932
	Iteration 0F: 2 clusters Score -2287703 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 8445 members 
Entering Unmasked Estep 
Score: -2275657.000000 Penalty: 4827.359863
	Iteration 0F: 3 clusters Score -2275657 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2279382.500000 Penalty: 4827.359863
	Iteration 1F: 3 clusters Score -2279382 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2279719.500000 Penalty: 4827.359863
	Iteration 2F: 3 clusters Score -2279720 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2279981.750000 Penalty: 4827.359863
	Iteration 3Q: 3 clusters Score -2279982 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2280165.000000 Penalty: 4827.359863
	Iteration 4Q: 3 clusters Score -2280165 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2280326.250000 Penalty: 4827.359863
	Iteration 5Q: 3 clusters Score -2280326 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2280469.750000 Penalty: 4827.359863
	Iteration 6Q: 3 clusters Score -2280470 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2280624.750000 Penalty: 4827.359863
	Iteration 7Q: 3 clusters Score -2280625 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2280785.000000 Penalty: 4827.359863
	Iteration 8Q: 3 clusters Score -2280785 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2280959.750000 Penalty: 4827.359863
	Iteration 9Q: 3 clusters Score -2280960 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2281216.250000 Penalty: 4827.359863
	Iteration 10Q: 3 clusters Score -2281216 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2281535.250000 Penalty: 4827.359863
	Iteration 11Q: 3 clusters Score -2281535 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2281923.750000 Penalty: 4827.359863
	Iteration 12Q: 3 clusters Score -2281924 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2282413.500000 Penalty: 4827.359863
	Iteration 13Q: 3 clusters Score -2282414 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2283029.250000 Penalty: 4827.359863
	Iteration 14Q: 3 clusters Score -2283029 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2283661.750000 Penalty: 4827.359863
	Iteration 15Q: 3 clusters Score -2283662 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2284192.750000 Penalty: 4827.359863
	Iteration 16Q: 3 clusters Score -2284193 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2284639.500000 Penalty: 4827.359863
	Iteration 17Q: 3 clusters Score -2284640 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2284946.750000 Penalty: 4827.359863
	Iteration 18Q: 3 clusters Score -2284947 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2285168.500000 Penalty: 4827.359863
	Iteration 19Q: 3 clusters Score -2285168 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2285304.750000 Penalty: 4827.359863
	Iteration 20F: 3 clusters Score -2285305 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2285400.000000 Penalty: 4827.359863
	Iteration 21Q: 3 clusters Score -2285400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2285461.500000 Penalty: 4827.359863
	Iteration 22Q: 3 clusters Score -2285462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2285515.750000 Penalty: 4827.359863
	Iteration 23Q: 3 clusters Score -2285516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2285552.250000 Penalty: 4827.359863
	Iteration 24Q: 3 clusters Score -2285552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2285578.750000 Penalty: 4827.359863
	Iteration 25Q: 3 clusters Score -2285579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2285590.500000 Penalty: 4827.359863
	Iteration 26Q: 3 clusters Score -2285590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2285598.750000 Penalty: 4827.359863
	Iteration 27Q: 3 clusters Score -2285599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2285614.500000 Penalty: 4827.359863
	Iteration 28Q: 3 clusters Score -2285614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2285619.000000 Penalty: 4827.359863
	Iteration 29Q: 3 clusters Score -2285619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2285623.500000 Penalty: 4827.359863
	Iteration 30Q: 3 clusters Score -2285624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2285629.500000 Penalty: 4827.359863
	Iteration 31Q: 3 clusters Score -2285630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2285634.750000 Penalty: 4827.359863
	Iteration 32Q: 3 clusters Score -2285635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2285633.750000 Penalty: 4827.359863
	Iteration 33Q: 3 clusters Score -2285634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2285634.750000 Penalty: 4827.359863
	Iteration 34Q: 3 clusters Score -2285635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2285634.750000 Penalty: 4827.359863
	Iteration 35F: 3 clusters Score -2285635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (198753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198753 members 
Entering Unmasked Estep 
Score: -26548994.000000 Penalty: 3025.554688
	Iteration 0F: 2 clusters Score -2.654899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -26421256.000000 Penalty: 6051.109375
	Iteration 0F: 3 clusters Score -2.642126e+07 nChanged 95430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 95643 members 
Entering Unmasked Estep 
Score: -26477250.000000 Penalty: 6051.109375
	Iteration 1F: 3 clusters Score -2.647725e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105374 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -26478768.000000 Penalty: 6051.109375
	Iteration 2Q: 3 clusters Score -2.647877e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108904 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
Score: -26480612.000000 Penalty: 6051.109375
	Iteration 3Q: 3 clusters Score -2.648061e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114402 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -26483426.000000 Penalty: 6051.109375
	Iteration 4Q: 3 clusters Score -2.648343e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122729 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
Score: -26488672.000000 Penalty: 6051.109375
	Iteration 5F: 3 clusters Score -2.648867e+07 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134558 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -26497662.000000 Penalty: 6051.109375
	Iteration 6F: 3 clusters Score -2.649766e+07 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149496 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -26511012.000000 Penalty: 6051.109375
	Iteration 7F: 3 clusters Score -2.651101e+07 nChanged 16322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164620 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -26525184.000000 Penalty: 6051.109375
	Iteration 8F: 3 clusters Score -2.652518e+07 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175948 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -26536184.000000 Penalty: 6051.109375
	Iteration 9F: 3 clusters Score -2.653618e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181996 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -26542342.000000 Penalty: 6051.109375
	Iteration 10Q: 3 clusters Score -2.654234e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184720 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -26545402.000000 Penalty: 6051.109375
	Iteration 11Q: 3 clusters Score -2.65454e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186111 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -26546958.000000 Penalty: 6051.109375
	Iteration 12Q: 3 clusters Score -2.654696e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186970 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -26547680.000000 Penalty: 6051.109375
	Iteration 13Q: 3 clusters Score -2.654768e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187584 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -26548052.000000 Penalty: 6051.109375
	Iteration 14Q: 3 clusters Score -2.654805e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188095 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -26548264.000000 Penalty: 6051.109375
	Iteration 15Q: 3 clusters Score -2.654826e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188520 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -26548474.000000 Penalty: 6051.109375
	Iteration 16Q: 3 clusters Score -2.654847e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188853 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -26548560.000000 Penalty: 6051.109375
	Iteration 17Q: 3 clusters Score -2.654856e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189136 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -26548706.000000 Penalty: 6051.109375
	Iteration 18Q: 3 clusters Score -2.654871e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189364 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -26548814.000000 Penalty: 6051.109375
	Iteration 19Q: 3 clusters Score -2.654881e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189566 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -26548846.000000 Penalty: 6051.109375
	Iteration 20F: 3 clusters Score -2.654885e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189759 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -26548858.000000 Penalty: 6051.109375
	Iteration 21Q: 3 clusters Score -2.654886e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189901 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -26548932.000000 Penalty: 6051.109375
	Iteration 22Q: 3 clusters Score -2.654893e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190013 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -26548960.000000 Penalty: 6051.109375
	Iteration 23Q: 3 clusters Score -2.654896e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190123 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -26548964.000000 Penalty: 6051.109375
	Iteration 24Q: 3 clusters Score -2.654896e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190228 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -26548976.000000 Penalty: 6051.109375
	Iteration 25Q: 3 clusters Score -2.654898e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190350 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -26548992.000000 Penalty: 6051.109375
	Iteration 26Q: 3 clusters Score -2.654899e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190455 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -26548978.000000 Penalty: 6051.109375
	Iteration 27Q: 3 clusters Score -2.654898e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190533 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -26548978.000000 Penalty: 6051.109375
	Iteration 28Q: 3 clusters Score -2.654898e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190601 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -26548960.000000 Penalty: 6051.109375
	Iteration 29Q: 3 clusters Score -2.654896e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -26548996.000000 Penalty: 6051.109375
	Iteration 30Q: 3 clusters Score -2.6549e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190734 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -26548986.000000 Penalty: 6051.109375
	Iteration 31Q: 3 clusters Score -2.654899e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190771 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -26548982.000000 Penalty: 6051.109375
	Iteration 32Q: 3 clusters Score -2.654898e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190810 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -26548998.000000 Penalty: 6051.109375
	Iteration 33Q: 3 clusters Score -2.6549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190841 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -26549022.000000 Penalty: 6051.109375
	Iteration 34Q: 3 clusters Score -2.654902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190878 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -26549076.000000 Penalty: 6051.109375
	Iteration 35Q: 3 clusters Score -2.654908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190911 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -26549084.000000 Penalty: 6051.109375
	Iteration 36Q: 3 clusters Score -2.654908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190946 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -26549102.000000 Penalty: 6051.109375
	Iteration 37Q: 3 clusters Score -2.65491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190965 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -26549096.000000 Penalty: 6051.109375
	Iteration 38Q: 3 clusters Score -2.65491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190996 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -26549104.000000 Penalty: 6051.109375
	Iteration 39Q: 3 clusters Score -2.65491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191010 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -26549122.000000 Penalty: 6051.109375
	Iteration 40F: 3 clusters Score -2.654912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191023 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -26549110.000000 Penalty: 6051.109375
	Iteration 41Q: 3 clusters Score -2.654911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191036 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -26549128.000000 Penalty: 6051.109375
	Iteration 42Q: 3 clusters Score -2.654913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191049 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -26549128.000000 Penalty: 6051.109375
	Iteration 43Q: 3 clusters Score -2.654913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191065 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -26549098.000000 Penalty: 6051.109375
	Iteration 44Q: 3 clusters Score -2.65491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191082 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -26549120.000000 Penalty: 6051.109375
	Iteration 45Q: 3 clusters Score -2.654912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191095 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -26549130.000000 Penalty: 6051.109375
	Iteration 46Q: 3 clusters Score -2.654913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191108 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -26549144.000000 Penalty: 6051.109375
	Iteration 47Q: 3 clusters Score -2.654914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191123 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -26549130.000000 Penalty: 6051.109375
	Iteration 48Q: 3 clusters Score -2.654913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191136 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -26549154.000000 Penalty: 6051.109375
	Iteration 49Q: 3 clusters Score -2.654915e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191153 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -26549168.000000 Penalty: 6051.109375
	Iteration 50Q: 3 clusters Score -2.654917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191173 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -26549154.000000 Penalty: 6051.109375
	Iteration 51Q: 3 clusters Score -2.654915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191202 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -26549184.000000 Penalty: 6051.109375
	Iteration 52Q: 3 clusters Score -2.654918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191218 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -26549204.000000 Penalty: 6051.109375
	Iteration 53Q: 3 clusters Score -2.65492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191234 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -26549204.000000 Penalty: 6051.109375
	Iteration 54Q: 3 clusters Score -2.65492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191248 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -26549178.000000 Penalty: 6051.109375
	Iteration 55Q: 3 clusters Score -2.654918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191264 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -26549196.000000 Penalty: 6051.109375
	Iteration 56Q: 3 clusters Score -2.65492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191278 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -26549210.000000 Penalty: 6051.109375
	Iteration 57Q: 3 clusters Score -2.654921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191291 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -26549202.000000 Penalty: 6051.109375
	Iteration 58Q: 3 clusters Score -2.65492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191307 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -26549214.000000 Penalty: 6051.109375
	Iteration 59Q: 3 clusters Score -2.654921e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191324 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -26549210.000000 Penalty: 6051.109375
	Iteration 60F: 3 clusters Score -2.654921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191338 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -26549194.000000 Penalty: 6051.109375
	Iteration 61Q: 3 clusters Score -2.654919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191352 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -26549190.000000 Penalty: 6051.109375
	Iteration 62Q: 3 clusters Score -2.654919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191365 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -26549228.000000 Penalty: 6051.109375
	Iteration 63Q: 3 clusters Score -2.654923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -26549208.000000 Penalty: 6051.109375
	Iteration 64Q: 3 clusters Score -2.654921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191384 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -26549214.000000 Penalty: 6051.109375
	Iteration 65Q: 3 clusters Score -2.654921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191393 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -26549206.000000 Penalty: 6051.109375
	Iteration 66Q: 3 clusters Score -2.654921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191403 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -26549230.000000 Penalty: 6051.109375
	Iteration 67Q: 3 clusters Score -2.654923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191409 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -26549236.000000 Penalty: 6051.109375
	Iteration 68Q: 3 clusters Score -2.654924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191412 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -26549244.000000 Penalty: 6051.109375
	Iteration 69Q: 3 clusters Score -2.654924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191420 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -26549228.000000 Penalty: 6051.109375
	Iteration 70Q: 3 clusters Score -2.654923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191425 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -26549208.000000 Penalty: 6051.109375
	Iteration 71Q: 3 clusters Score -2.654921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191433 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -26549228.000000 Penalty: 6051.109375
	Iteration 72Q: 3 clusters Score -2.654923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191442 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -26549220.000000 Penalty: 6051.109375
	Iteration 73Q: 3 clusters Score -2.654922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191446 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -26549230.000000 Penalty: 6051.109375
	Iteration 74Q: 3 clusters Score -2.654923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191448 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -26549232.000000 Penalty: 6051.109375
	Iteration 75Q: 3 clusters Score -2.654923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191450 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -26549224.000000 Penalty: 6051.109375
	Iteration 76Q: 3 clusters Score -2.654922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191452 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -26549222.000000 Penalty: 6051.109375
	Iteration 77Q: 3 clusters Score -2.654922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191453 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -26549214.000000 Penalty: 6051.109375
	Iteration 78Q: 3 clusters Score -2.654921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191455 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -26549218.000000 Penalty: 6051.109375
	Iteration 79Q: 3 clusters Score -2.654922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191457 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -26549222.000000 Penalty: 6051.109375
	Iteration 80F: 3 clusters Score -2.654922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191460 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -26549224.000000 Penalty: 6051.109375
	Iteration 81Q: 3 clusters Score -2.654922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191465 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -26549226.000000 Penalty: 6051.109375
	Iteration 82Q: 3 clusters Score -2.654923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191470 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -26549242.000000 Penalty: 6051.109375
	Iteration 83Q: 3 clusters Score -2.654924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191471 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -26549234.000000 Penalty: 6051.109375
	Iteration 84Q: 3 clusters Score -2.654923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191473 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -26549226.000000 Penalty: 6051.109375
	Iteration 85Q: 3 clusters Score -2.654923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191473 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -26549226.000000 Penalty: 6051.109375
	Iteration 86F: 3 clusters Score -2.654923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 22001 members 
Mstep: Class 3 contains 878 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 6 contains 49556 members 
Mstep: Class 7 contains 4831 members 
Mstep: Class 8 contains 65106 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 198670 members 
Mstep: Class 12 contains 2495 members 
Mstep: Class 13 contains 7280 members 
Mstep: Class 16 contains 16858 members 
Mstep: Class 17 contains 191473 members 
Mstep: Class 18 contains 176315 members 
Mstep: Class 21 contains 35622 members 
Mstep: Class 23 contains 121957 members 
Entering Unmasked Estep 
Score: -144298288.000000 Penalty: 62079.742188
Splitting cluster 17 changes total score from -144285296.000000 to -144298288.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 18 (176315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176315 members 
Entering Unmasked Estep 
Score: -23769764.000000 Penalty: 2995.846924
	Iteration 0F: 2 clusters Score -2.376976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88191 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -23657182.000000 Penalty: 5991.693848
	Iteration 0F: 3 clusters Score -2.365718e+07 nChanged 84540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -23707070.000000 Penalty: 5991.693848
	Iteration 1F: 3 clusters Score -2.370707e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -23708736.000000 Penalty: 5991.693848
	Iteration 2Q: 3 clusters Score -2.370874e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -23711524.000000 Penalty: 5991.693848
	Iteration 3Q: 3 clusters Score -2.371152e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -23716354.000000 Penalty: 5991.693848
	Iteration 4Q: 3 clusters Score -2.371635e+07 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -23723430.000000 Penalty: 5991.693848
	Iteration 5F: 3 clusters Score -2.372343e+07 nChanged 12865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 97195 members 
Entering Unmasked Estep 
Score: -23732470.000000 Penalty: 5991.693848
	Iteration 6F: 3 clusters Score -2.373247e+07 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -23741038.000000 Penalty: 5991.693848
	Iteration 7F: 3 clusters Score -2.374104e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -23748174.000000 Penalty: 5991.693848
	Iteration 8F: 3 clusters Score -2.374817e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 107879 members 
Entering Unmasked Estep 
Score: -23752636.000000 Penalty: 5991.693848
	Iteration 9Q: 3 clusters Score -2.375264e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 110219 members 
Entering Unmasked Estep 
Score: -23755058.000000 Penalty: 5991.693848
	Iteration 10Q: 3 clusters Score -2.375506e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 112221 members 
Entering Unmasked Estep 
Score: -23756180.000000 Penalty: 5991.693848
	Iteration 11Q: 3 clusters Score -2.375618e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 114216 members 
Entering Unmasked Estep 
Score: -23757112.000000 Penalty: 5991.693848
	Iteration 12Q: 3 clusters Score -2.375711e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -23757844.000000 Penalty: 5991.693848
	Iteration 13Q: 3 clusters Score -2.375784e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 118072 members 
Entering Unmasked Estep 
Score: -23758410.000000 Penalty: 5991.693848
	Iteration 14Q: 3 clusters Score -2.375841e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 119876 members 
Entering Unmasked Estep 
Score: -23758914.000000 Penalty: 5991.693848
	Iteration 15Q: 3 clusters Score -2.375891e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 121680 members 
Entering Unmasked Estep 
Score: -23759484.000000 Penalty: 5991.693848
	Iteration 16Q: 3 clusters Score -2.375948e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 123515 members 
Entering Unmasked Estep 
Score: -23759944.000000 Penalty: 5991.693848
	Iteration 17Q: 3 clusters Score -2.375994e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 125380 members 
Entering Unmasked Estep 
Score: -23760434.000000 Penalty: 5991.693848
	Iteration 18Q: 3 clusters Score -2.376043e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 127232 members 
Entering Unmasked Estep 
Score: -23760942.000000 Penalty: 5991.693848
	Iteration 19Q: 3 clusters Score -2.376094e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 129071 members 
Entering Unmasked Estep 
Score: -23761286.000000 Penalty: 5991.693848
	Iteration 20F: 3 clusters Score -2.376129e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 130889 members 
Entering Unmasked Estep 
Score: -23761760.000000 Penalty: 5991.693848
	Iteration 21Q: 3 clusters Score -2.376176e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 132702 members 
Entering Unmasked Estep 
Score: -23762298.000000 Penalty: 5991.693848
	Iteration 22Q: 3 clusters Score -2.37623e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 134415 members 
Entering Unmasked Estep 
Score: -23762672.000000 Penalty: 5991.693848
	Iteration 23Q: 3 clusters Score -2.376267e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 136141 members 
Entering Unmasked Estep 
Score: -23762944.000000 Penalty: 5991.693848
	Iteration 24Q: 3 clusters Score -2.376294e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 137800 members 
Entering Unmasked Estep 
Score: -23763298.000000 Penalty: 5991.693848
	Iteration 25Q: 3 clusters Score -2.37633e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 139455 members 
Entering Unmasked Estep 
Score: -23763774.000000 Penalty: 5991.693848
	Iteration 26Q: 3 clusters Score -2.376377e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 141051 members 
Entering Unmasked Estep 
Score: -23764222.000000 Penalty: 5991.693848
	Iteration 27Q: 3 clusters Score -2.376422e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 142633 members 
Entering Unmasked Estep 
Score: -23764610.000000 Penalty: 5991.693848
	Iteration 28Q: 3 clusters Score -2.376461e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 144225 members 
Entering Unmasked Estep 
Score: -23764986.000000 Penalty: 5991.693848
	Iteration 29Q: 3 clusters Score -2.376499e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 145795 members 
Entering Unmasked Estep 
Score: -23765316.000000 Penalty: 5991.693848
	Iteration 30Q: 3 clusters Score -2.376532e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 147318 members 
Entering Unmasked Estep 
Score: -23765680.000000 Penalty: 5991.693848
	Iteration 31Q: 3 clusters Score -2.376568e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 148813 members 
Entering Unmasked Estep 
Score: -23765940.000000 Penalty: 5991.693848
	Iteration 32Q: 3 clusters Score -2.376594e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 150268 members 
Entering Unmasked Estep 
Score: -23766318.000000 Penalty: 5991.693848
	Iteration 33Q: 3 clusters Score -2.376632e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 151701 members 
Entering Unmasked Estep 
Score: -23766666.000000 Penalty: 5991.693848
	Iteration 34Q: 3 clusters Score -2.376667e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 153120 members 
Entering Unmasked Estep 
Score: -23767052.000000 Penalty: 5991.693848
	Iteration 35Q: 3 clusters Score -2.376705e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 154532 members 
Entering Unmasked Estep 
Score: -23767312.000000 Penalty: 5991.693848
	Iteration 36Q: 3 clusters Score -2.376731e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 155847 members 
Entering Unmasked Estep 
Score: -23767840.000000 Penalty: 5991.693848
	Iteration 37Q: 3 clusters Score -2.376784e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 157168 members 
Entering Unmasked Estep 
Score: -23768066.000000 Penalty: 5991.693848
	Iteration 38Q: 3 clusters Score -2.376807e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 158560 members 
Entering Unmasked Estep 
Score: -23768434.000000 Penalty: 5991.693848
	Iteration 39Q: 3 clusters Score -2.376843e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -23768874.000000 Penalty: 5991.693848
	Iteration 40F: 3 clusters Score -2.376887e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 161478 members 
Entering Unmasked Estep 
Score: -23769140.000000 Penalty: 5991.693848
	Iteration 41Q: 3 clusters Score -2.376914e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 162900 members 
Entering Unmasked Estep 
Score: -23769424.000000 Penalty: 5991.693848
	Iteration 42Q: 3 clusters Score -2.376942e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 164301 members 
Entering Unmasked Estep 
Score: -23769432.000000 Penalty: 5991.693848
	Iteration 43Q: 3 clusters Score -2.376943e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -23769384.000000 Penalty: 5991.693848
	Iteration 44Q: 3 clusters Score -2.376938e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 166880 members 
Entering Unmasked Estep 
Score: -23769434.000000 Penalty: 5991.693848
	Iteration 45Q: 3 clusters Score -2.376943e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 168009 members 
Entering Unmasked Estep 
Score: -23769564.000000 Penalty: 5991.693848
	Iteration 46Q: 3 clusters Score -2.376956e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 169032 members 
Entering Unmasked Estep 
Score: -23769568.000000 Penalty: 5991.693848
	Iteration 47Q: 3 clusters Score -2.376957e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 169924 members 
Entering Unmasked Estep 
Score: -23769362.000000 Penalty: 5991.693848
	Iteration 48Q: 3 clusters Score -2.376936e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 170661 members 
Entering Unmasked Estep 
Score: -23769312.000000 Penalty: 5991.693848
	Iteration 49Q: 3 clusters Score -2.376931e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 171301 members 
Entering Unmasked Estep 
Score: -23769274.000000 Penalty: 5991.693848
	Iteration 50Q: 3 clusters Score -2.376927e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 171848 members 
Entering Unmasked Estep 
Score: -23769162.000000 Penalty: 5991.693848
	Iteration 51Q: 3 clusters Score -2.376916e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 172290 members 
Entering Unmasked Estep 
Score: -23769058.000000 Penalty: 5991.693848
	Iteration 52Q: 3 clusters Score -2.376906e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 172676 members 
Entering Unmasked Estep 
Score: -23768852.000000 Penalty: 5991.693848
	Iteration 53Q: 3 clusters Score -2.376885e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 173027 members 
Entering Unmasked Estep 
Score: -23768746.000000 Penalty: 5991.693848
	Iteration 54Q: 3 clusters Score -2.376875e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 173292 members 
Entering Unmasked Estep 
Score: -23768642.000000 Penalty: 5991.693848
	Iteration 55Q: 3 clusters Score -2.376864e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 173506 members 
Entering Unmasked Estep 
Score: -23768566.000000 Penalty: 5991.693848
	Iteration 56Q: 3 clusters Score -2.376857e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 173692 members 
Entering Unmasked Estep 
Score: -23768560.000000 Penalty: 5991.693848
	Iteration 57Q: 3 clusters Score -2.376856e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 173848 members 
Entering Unmasked Estep 
Score: -23768560.000000 Penalty: 5991.693848
	Iteration 58Q: 3 clusters Score -2.376856e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 173979 members 
Entering Unmasked Estep 
Score: -23768528.000000 Penalty: 5991.693848
	Iteration 59Q: 3 clusters Score -2.376853e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 174086 members 
Entering Unmasked Estep 
Score: -23768490.000000 Penalty: 5991.693848
	Iteration 60F: 3 clusters Score -2.376849e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -23768516.000000 Penalty: 5991.693848
	Iteration 61Q: 3 clusters Score -2.376852e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 174255 members 
Entering Unmasked Estep 
Score: -23768516.000000 Penalty: 5991.693848
	Iteration 62Q: 3 clusters Score -2.376852e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 174330 members 
Entering Unmasked Estep 
Score: -23768506.000000 Penalty: 5991.693848
	Iteration 63Q: 3 clusters Score -2.376851e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 174404 members 
Entering Unmasked Estep 
Score: -23768456.000000 Penalty: 5991.693848
	Iteration 64Q: 3 clusters Score -2.376846e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -23768420.000000 Penalty: 5991.693848
	Iteration 65Q: 3 clusters Score -2.376842e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 174518 members 
Entering Unmasked Estep 
Score: -23768430.000000 Penalty: 5991.693848
	Iteration 66Q: 3 clusters Score -2.376843e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 174554 members 
Entering Unmasked Estep 
Score: -23768364.000000 Penalty: 5991.693848
	Iteration 67Q: 3 clusters Score -2.376836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 174587 members 
Entering Unmasked Estep 
Score: -23768364.000000 Penalty: 5991.693848
	Iteration 68Q: 3 clusters Score -2.376836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 174604 members 
Entering Unmasked Estep 
Score: -23768334.000000 Penalty: 5991.693848
	Iteration 69Q: 3 clusters Score -2.376833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 174628 members 
Entering Unmasked Estep 
Score: -23768338.000000 Penalty: 5991.693848
	Iteration 70Q: 3 clusters Score -2.376834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 174648 members 
Entering Unmasked Estep 
Score: -23768320.000000 Penalty: 5991.693848
	Iteration 71Q: 3 clusters Score -2.376832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 174670 members 
Entering Unmasked Estep 
Score: -23768304.000000 Penalty: 5991.693848
	Iteration 72Q: 3 clusters Score -2.37683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 174682 members 
Entering Unmasked Estep 
Score: -23768316.000000 Penalty: 5991.693848
	Iteration 73Q: 3 clusters Score -2.376832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 174687 members 
Entering Unmasked Estep 
Score: -23768328.000000 Penalty: 5991.693848
	Iteration 74Q: 3 clusters Score -2.376833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 174691 members 
Entering Unmasked Estep 
Score: -23768304.000000 Penalty: 5991.693848
	Iteration 75Q: 3 clusters Score -2.37683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 174694 members 
Entering Unmasked Estep 
Score: -23768316.000000 Penalty: 5991.693848
	Iteration 76Q: 3 clusters Score -2.376832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 174701 members 
Entering Unmasked Estep 
Score: -23768306.000000 Penalty: 5991.693848
	Iteration 77Q: 3 clusters Score -2.376831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 174706 members 
Entering Unmasked Estep 
Score: -23768312.000000 Penalty: 5991.693848
	Iteration 78Q: 3 clusters Score -2.376831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 174715 members 
Entering Unmasked Estep 
Score: -23768302.000000 Penalty: 5991.693848
	Iteration 79Q: 3 clusters Score -2.37683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 174721 members 
Entering Unmasked Estep 
Score: -23768304.000000 Penalty: 5991.693848
	Iteration 80F: 3 clusters Score -2.37683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 174729 members 
Entering Unmasked Estep 
Score: -23768306.000000 Penalty: 5991.693848
	Iteration 81Q: 3 clusters Score -2.376831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 174739 members 
Entering Unmasked Estep 
Score: -23768326.000000 Penalty: 5991.693848
	Iteration 82Q: 3 clusters Score -2.376833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 174747 members 
Entering Unmasked Estep 
Score: -23768318.000000 Penalty: 5991.693848
	Iteration 83Q: 3 clusters Score -2.376832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 174758 members 
Entering Unmasked Estep 
Score: -23768316.000000 Penalty: 5991.693848
	Iteration 84Q: 3 clusters Score -2.376832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 174765 members 
Entering Unmasked Estep 
Score: -23768318.000000 Penalty: 5991.693848
	Iteration 85Q: 3 clusters Score -2.376832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 174775 members 
Entering Unmasked Estep 
Score: -23768308.000000 Penalty: 5991.693848
	Iteration 86Q: 3 clusters Score -2.376831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 174784 members 
Entering Unmasked Estep 
Score: -23768298.000000 Penalty: 5991.693848
	Iteration 87Q: 3 clusters Score -2.37683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 174788 members 
Entering Unmasked Estep 
Score: -23768290.000000 Penalty: 5991.693848
	Iteration 88Q: 3 clusters Score -2.376829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 174793 members 
Entering Unmasked Estep 
Score: -23768300.000000 Penalty: 5991.693848
	Iteration 89Q: 3 clusters Score -2.37683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 174796 members 
Entering Unmasked Estep 
Score: -23768276.000000 Penalty: 5991.693848
	Iteration 90Q: 3 clusters Score -2.376828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 174797 members 
Entering Unmasked Estep 
Score: -23768290.000000 Penalty: 5991.693848
	Iteration 91Q: 3 clusters Score -2.376829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 174798 members 
Entering Unmasked Estep 
Score: -23768284.000000 Penalty: 5991.693848
	Iteration 92Q: 3 clusters Score -2.376828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 174799 members 
Entering Unmasked Estep 
Score: -23768288.000000 Penalty: 5991.693848
	Iteration 93Q: 3 clusters Score -2.376829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 174802 members 
Entering Unmasked Estep 
Score: -23768294.000000 Penalty: 5991.693848
	Iteration 94Q: 3 clusters Score -2.376829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 174807 members 
Entering Unmasked Estep 
Score: -23768316.000000 Penalty: 5991.693848
	Iteration 95Q: 3 clusters Score -2.376832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 174815 members 
Entering Unmasked Estep 
Score: -23768292.000000 Penalty: 5991.693848
	Iteration 96Q: 3 clusters Score -2.376829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 174821 members 
Entering Unmasked Estep 
Score: -23768314.000000 Penalty: 5991.693848
	Iteration 97Q: 3 clusters Score -2.376831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 174826 members 
Entering Unmasked Estep 
Score: -23768306.000000 Penalty: 5991.693848
	Iteration 98Q: 3 clusters Score -2.376831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 174832 members 
Entering Unmasked Estep 
Score: -23768302.000000 Penalty: 5991.693848
	Iteration 99Q: 3 clusters Score -2.37683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 174836 members 
Entering Unmasked Estep 
Score: -23768292.000000 Penalty: 5991.693848
	Iteration 100F: 3 clusters Score -2.376829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 174838 members 
Entering Unmasked Estep 
Score: -23768292.000000 Penalty: 5991.693848
	Iteration 101Q: 3 clusters Score -2.376829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 174841 members 
Entering Unmasked Estep 
Score: -23768290.000000 Penalty: 5991.693848
	Iteration 102Q: 3 clusters Score -2.376829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 174844 members 
Entering Unmasked Estep 
Score: -23768292.000000 Penalty: 5991.693848
	Iteration 103Q: 3 clusters Score -2.376829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -23768292.000000 Penalty: 5991.693848
	Iteration 104Q: 3 clusters Score -2.376829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -23768292.000000 Penalty: 5991.693848
	Iteration 105F: 3 clusters Score -2.376829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Entering Unmasked Estep 
Score: -4815185.000000 Penalty: 2599.218262
	Iteration 0F: 2 clusters Score -4815185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -4790938.000000 Penalty: 5198.436523
	Iteration 0F: 3 clusters Score -4790938 nChanged 16141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -4799728.000000 Penalty: 5198.436523
	Iteration 1F: 3 clusters Score -4799728 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4800246.000000 Penalty: 5198.436523
	Iteration 2Q: 3 clusters Score -4800246 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4800914.500000 Penalty: 5198.436523
	Iteration 3Q: 3 clusters Score -4800914 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4801817.000000 Penalty: 5198.436523
	Iteration 4Q: 3 clusters Score -4801817 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4802956.500000 Penalty: 5198.436523
	Iteration 5F: 3 clusters Score -4802956 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4804417.000000 Penalty: 5198.436523
	Iteration 6F: 3 clusters Score -4804417 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -4806200.500000 Penalty: 5198.436523
	Iteration 7F: 3 clusters Score -4806200 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4808119.000000 Penalty: 5198.436523
	Iteration 8F: 3 clusters Score -4808119 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -4809980.500000 Penalty: 5198.436523
	Iteration 9F: 3 clusters Score -4809980 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -4811498.000000 Penalty: 5198.436523
	Iteration 10Q: 3 clusters Score -4811498 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4812242.500000 Penalty: 5198.436523
	Iteration 11Q: 3 clusters Score -4812242 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4812550.500000 Penalty: 5198.436523
	Iteration 12Q: 3 clusters Score -4812550 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -4812725.500000 Penalty: 5198.436523
	Iteration 13Q: 3 clusters Score -4812726 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4812825.500000 Penalty: 5198.436523
	Iteration 14Q: 3 clusters Score -4812826 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4812915.000000 Penalty: 5198.436523
	Iteration 15Q: 3 clusters Score -4812915 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4812969.500000 Penalty: 5198.436523
	Iteration 16Q: 3 clusters Score -4812970 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -4813030.000000 Penalty: 5198.436523
	Iteration 17Q: 3 clusters Score -4813030 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -4813095.500000 Penalty: 5198.436523
	Iteration 18Q: 3 clusters Score -4813096 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4813139.500000 Penalty: 5198.436523
	Iteration 19Q: 3 clusters Score -4813140 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4813199.000000 Penalty: 5198.436523
	Iteration 20F: 3 clusters Score -4813199 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4813230.000000 Penalty: 5198.436523
	Iteration 21Q: 3 clusters Score -4813230 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4813256.000000 Penalty: 5198.436523
	Iteration 22Q: 3 clusters Score -4813256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -4813302.500000 Penalty: 5198.436523
	Iteration 23Q: 3 clusters Score -4813302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4813313.000000 Penalty: 5198.436523
	Iteration 24Q: 3 clusters Score -4813313 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -4813316.000000 Penalty: 5198.436523
	Iteration 25Q: 3 clusters Score -4813316 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -4813330.500000 Penalty: 5198.436523
	Iteration 26Q: 3 clusters Score -4813330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4813350.000000 Penalty: 5198.436523
	Iteration 27Q: 3 clusters Score -4813350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -4813357.500000 Penalty: 5198.436523
	Iteration 28Q: 3 clusters Score -4813358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4813364.000000 Penalty: 5198.436523
	Iteration 29Q: 3 clusters Score -4813364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4813369.000000 Penalty: 5198.436523
	Iteration 30Q: 3 clusters Score -4813369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4813377.000000 Penalty: 5198.436523
	Iteration 31Q: 3 clusters Score -4813377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -4813378.000000 Penalty: 5198.436523
	Iteration 32Q: 3 clusters Score -4813378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4813394.500000 Penalty: 5198.436523
	Iteration 33Q: 3 clusters Score -4813394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -4813408.500000 Penalty: 5198.436523
	Iteration 34Q: 3 clusters Score -4813408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -4813426.000000 Penalty: 5198.436523
	Iteration 35Q: 3 clusters Score -4813426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4813440.500000 Penalty: 5198.436523
	Iteration 36Q: 3 clusters Score -4813440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4813450.000000 Penalty: 5198.436523
	Iteration 37Q: 3 clusters Score -4813450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4813469.000000 Penalty: 5198.436523
	Iteration 38Q: 3 clusters Score -4813469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4813474.500000 Penalty: 5198.436523
	Iteration 39Q: 3 clusters Score -4813474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -4813487.000000 Penalty: 5198.436523
	Iteration 40F: 3 clusters Score -4813487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -4813484.000000 Penalty: 5198.436523
	Iteration 41Q: 3 clusters Score -4813484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -4813495.000000 Penalty: 5198.436523
	Iteration 42Q: 3 clusters Score -4813495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -4813490.000000 Penalty: 5198.436523
	Iteration 43Q: 3 clusters Score -4813490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -4813494.000000 Penalty: 5198.436523
	Iteration 44Q: 3 clusters Score -4813494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4813497.000000 Penalty: 5198.436523
	Iteration 45Q: 3 clusters Score -4813497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4813495.500000 Penalty: 5198.436523
	Iteration 46Q: 3 clusters Score -4813496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4813496.500000 Penalty: 5198.436523
	Iteration 47Q: 3 clusters Score -4813496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4813496.000000 Penalty: 5198.436523
	Iteration 48Q: 3 clusters Score -4813496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4813507.500000 Penalty: 5198.436523
	Iteration 49Q: 3 clusters Score -4813508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4813526.000000 Penalty: 5198.436523
	Iteration 50Q: 3 clusters Score -4813526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4813537.000000 Penalty: 5198.436523
	Iteration 51Q: 3 clusters Score -4813537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4813538.000000 Penalty: 5198.436523
	Iteration 52Q: 3 clusters Score -4813538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -4813547.000000 Penalty: 5198.436523
	Iteration 53Q: 3 clusters Score -4813547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4813554.000000 Penalty: 5198.436523
	Iteration 54Q: 3 clusters Score -4813554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4813561.000000 Penalty: 5198.436523
	Iteration 55Q: 3 clusters Score -4813561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4813565.500000 Penalty: 5198.436523
	Iteration 56Q: 3 clusters Score -4813566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -4813557.500000 Penalty: 5198.436523
	Iteration 57Q: 3 clusters Score -4813558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -4813555.000000 Penalty: 5198.436523
	Iteration 58Q: 3 clusters Score -4813555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4813559.000000 Penalty: 5198.436523
	Iteration 59Q: 3 clusters Score -4813559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4813553.000000 Penalty: 5198.436523
	Iteration 60F: 3 clusters Score -4813553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -4813556.000000 Penalty: 5198.436523
	Iteration 61Q: 3 clusters Score -4813556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4813553.000000 Penalty: 5198.436523
	Iteration 62Q: 3 clusters Score -4813553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4813557.500000 Penalty: 5198.436523
	Iteration 63Q: 3 clusters Score -4813558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4813557.500000 Penalty: 5198.436523
	Iteration 64Q: 3 clusters Score -4813558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4813555.500000 Penalty: 5198.436523
	Iteration 65Q: 3 clusters Score -4813556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4813555.500000 Penalty: 5198.436523
	Iteration 66Q: 3 clusters Score -4813556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4813566.500000 Penalty: 5198.436523
	Iteration 67Q: 3 clusters Score -4813566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -4813562.000000 Penalty: 5198.436523
	Iteration 68Q: 3 clusters Score -4813562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -4813563.500000 Penalty: 5198.436523
	Iteration 69Q: 3 clusters Score -4813564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4813567.500000 Penalty: 5198.436523
	Iteration 70Q: 3 clusters Score -4813568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4813566.000000 Penalty: 5198.436523
	Iteration 71Q: 3 clusters Score -4813566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4813567.000000 Penalty: 5198.436523
	Iteration 72Q: 3 clusters Score -4813567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4813567.000000 Penalty: 5198.436523
	Iteration 73F: 3 clusters Score -4813567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (121957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121957 members 
Entering Unmasked Estep 
Score: -16393197.000000 Penalty: 2904.433105
	Iteration 0F: 2 clusters Score -1.63932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -16311529.000000 Penalty: 5808.866211
	Iteration 0F: 3 clusters Score -1.631153e+07 nChanged 57954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -16344893.000000 Penalty: 5808.866211
	Iteration 1F: 3 clusters Score -1.634489e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -16345848.000000 Penalty: 5808.866211
	Iteration 2Q: 3 clusters Score -1.634585e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -16346986.000000 Penalty: 5808.866211
	Iteration 3Q: 3 clusters Score -1.634699e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -16348476.000000 Penalty: 5808.866211
	Iteration 4Q: 3 clusters Score -1.634848e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -16350711.000000 Penalty: 5808.866211
	Iteration 5Q: 3 clusters Score -1.635071e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -16353726.000000 Penalty: 5808.866211
	Iteration 6Q: 3 clusters Score -1.635373e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -16358476.000000 Penalty: 5808.866211
	Iteration 7F: 3 clusters Score -1.635848e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -16365316.000000 Penalty: 5808.866211
	Iteration 8F: 3 clusters Score -1.636532e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -16373603.000000 Penalty: 5808.866211
	Iteration 9F: 3 clusters Score -1.63736e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 105105 members 
Entering Unmasked Estep 
Score: -16381907.000000 Penalty: 5808.866211
	Iteration 10F: 3 clusters Score -1.638191e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 111318 members 
Entering Unmasked Estep 
Score: -16388512.000000 Penalty: 5808.866211
	Iteration 11F: 3 clusters Score -1.638851e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 114813 members 
Entering Unmasked Estep 
Score: -16392472.000000 Penalty: 5808.866211
	Iteration 12Q: 3 clusters Score -1.639247e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 116403 members 
Entering Unmasked Estep 
Score: -16394111.000000 Penalty: 5808.866211
	Iteration 13Q: 3 clusters Score -1.639411e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 117088 members 
Entering Unmasked Estep 
Score: -16394649.000000 Penalty: 5808.866211
	Iteration 14Q: 3 clusters Score -1.639465e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 117508 members 
Entering Unmasked Estep 
Score: -16394899.000000 Penalty: 5808.866211
	Iteration 15Q: 3 clusters Score -1.63949e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 117766 members 
Entering Unmasked Estep 
Score: -16394987.000000 Penalty: 5808.866211
	Iteration 16Q: 3 clusters Score -1.639499e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 117941 members 
Entering Unmasked Estep 
Score: -16395006.000000 Penalty: 5808.866211
	Iteration 17Q: 3 clusters Score -1.639501e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 118073 members 
Entering Unmasked Estep 
Score: -16395007.000000 Penalty: 5808.866211
	Iteration 18Q: 3 clusters Score -1.639501e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 118144 members 
Entering Unmasked Estep 
Score: -16395033.000000 Penalty: 5808.866211
	Iteration 19Q: 3 clusters Score -1.639503e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -16395025.000000 Penalty: 5808.866211
	Iteration 20F: 3 clusters Score -1.639502e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 118238 members 
Entering Unmasked Estep 
Score: -16395058.000000 Penalty: 5808.866211
	Iteration 21Q: 3 clusters Score -1.639506e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 118289 members 
Entering Unmasked Estep 
Score: -16395065.000000 Penalty: 5808.866211
	Iteration 22Q: 3 clusters Score -1.639506e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 118321 members 
Entering Unmasked Estep 
Score: -16395084.000000 Penalty: 5808.866211
	Iteration 23Q: 3 clusters Score -1.639508e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 118349 members 
Entering Unmasked Estep 
Score: -16395084.000000 Penalty: 5808.866211
	Iteration 24Q: 3 clusters Score -1.639508e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
Score: -16395090.000000 Penalty: 5808.866211
	Iteration 25Q: 3 clusters Score -1.639509e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -16395077.000000 Penalty: 5808.866211
	Iteration 26Q: 3 clusters Score -1.639508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 118411 members 
Entering Unmasked Estep 
Score: -16395089.000000 Penalty: 5808.866211
	Iteration 27Q: 3 clusters Score -1.639509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 118422 members 
Entering Unmasked Estep 
Score: -16395099.000000 Penalty: 5808.866211
	Iteration 28Q: 3 clusters Score -1.63951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 118436 members 
Entering Unmasked Estep 
Score: -16395091.000000 Penalty: 5808.866211
	Iteration 29Q: 3 clusters Score -1.639509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 118449 members 
Entering Unmasked Estep 
Score: -16395090.000000 Penalty: 5808.866211
	Iteration 30Q: 3 clusters Score -1.639509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 118460 members 
Entering Unmasked Estep 
Score: -16395113.000000 Penalty: 5808.866211
	Iteration 31Q: 3 clusters Score -1.639511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 118469 members 
Entering Unmasked Estep 
Score: -16395111.000000 Penalty: 5808.866211
	Iteration 32Q: 3 clusters Score -1.639511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 118474 members 
Entering Unmasked Estep 
Score: -16395102.000000 Penalty: 5808.866211
	Iteration 33Q: 3 clusters Score -1.63951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 118477 members 
Entering Unmasked Estep 
Score: -16395107.000000 Penalty: 5808.866211
	Iteration 34Q: 3 clusters Score -1.639511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 118479 members 
Entering Unmasked Estep 
Score: -16395115.000000 Penalty: 5808.866211
	Iteration 35Q: 3 clusters Score -1.639512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 118479 members 
Entering Unmasked Estep 
Score: -16395112.000000 Penalty: 5808.866211
	Iteration 36Q: 3 clusters Score -1.639511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 118479 members 
Entering Unmasked Estep 
Score: -16395114.000000 Penalty: 5808.866211
	Iteration 37Q: 3 clusters Score -1.639511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 118486 members 
Entering Unmasked Estep 
Score: -16395104.000000 Penalty: 5808.866211
	Iteration 38Q: 3 clusters Score -1.63951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -16395100.000000 Penalty: 5808.866211
	Iteration 39Q: 3 clusters Score -1.63951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 118496 members 
Entering Unmasked Estep 
Score: -16395097.000000 Penalty: 5808.866211
	Iteration 40F: 3 clusters Score -1.63951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 118496 members 
Entering Unmasked Estep 
Score: -16395103.000000 Penalty: 5808.866211
	Iteration 41Q: 3 clusters Score -1.63951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -16395103.000000 Penalty: 5808.866211
	Iteration 42Q: 3 clusters Score -1.63951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -16395103.000000 Penalty: 5808.866211
	Iteration 43F: 3 clusters Score -1.63951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 22001 members 
Mstep: Class 3 contains 878 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 6 contains 49556 members 
Mstep: Class 7 contains 4831 members 
Mstep: Class 8 contains 65106 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 198670 members 
Mstep: Class 12 contains 2495 members 
Mstep: Class 13 contains 7280 members 
Mstep: Class 14 contains 118498 members 
Mstep: Class 16 contains 16858 members 
Mstep: Class 17 contains 191473 members 
Mstep: Class 18 contains 176315 members 
Mstep: Class 21 contains 35622 members 
Mstep: Class 23 contains 3459 members 
Entering Unmasked Estep 
Score: -144299728.000000 Penalty: 65528.617188
Splitting cluster 23 changes total score from -144285296.000000 to -144299728.000000
So it's getting split into cluster 14.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 22001 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 6 contains 49556 members 
Mstep: Class 7 contains 4831 members 
Mstep: Class 8 contains 65106 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 16 contains 16858 members 
Mstep: Class 17 contains 191473 members 
Mstep: Class 18 contains 176315 members 
Mstep: Class 21 contains 35622 members 
Mstep: Class 23 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144303472.000000 Penalty: 65528.617188
Iteration 39Q: 20 clusters Score -1.443035e+08 nChanged 15102
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 181705 members 
Mstep: Class 2 contains 23074 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 12902 members 
Mstep: Class 6 contains 50331 members 
Mstep: Class 7 contains 4948 members 
Mstep: Class 8 contains 65577 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 196254 members 
Mstep: Class 12 contains 2385 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 118042 members 
Mstep: Class 16 contains 15663 members 
Mstep: Class 17 contains 193044 members 
Mstep: Class 18 contains 176337 members 
Mstep: Class 21 contains 36273 members 
Mstep: Class 23 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144308288.000000 Penalty: 65528.617188
Iteration 40F: 20 clusters Score -1.443083e+08 nChanged 16284
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 178899 members 
Mstep: Class 2 contains 24036 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 12747 members 
Mstep: Class 6 contains 50565 members 
Mstep: Class 7 contains 4988 members 
Mstep: Class 8 contains 65831 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 197305 members 
Mstep: Class 12 contains 2330 members 
Mstep: Class 13 contains 7889 members 
Mstep: Class 14 contains 119678 members 
Mstep: Class 16 contains 14289 members 
Mstep: Class 17 contains 193097 members 
Mstep: Class 18 contains 175335 members 
Mstep: Class 21 contains 36720 members 
Mstep: Class 23 contains 3795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144312320.000000 Penalty: 65528.617188
Iteration 41Q: 20 clusters Score -1.443123e+08 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 176600 members 
Mstep: Class 2 contains 25029 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 3747 members 
Mstep: Class 5 contains 12609 members 
Mstep: Class 6 contains 50686 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 66114 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 197661 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 121086 members 
Mstep: Class 16 contains 13005 members 
Mstep: Class 17 contains 193200 members 
Mstep: Class 18 contains 174897 members 
Mstep: Class 21 contains 37094 members 
Mstep: Class 23 contains 3891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144313968.000000 Penalty: 65528.617188
Iteration 42Q: 20 clusters Score -1.44314e+08 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 174575 members 
Mstep: Class 2 contains 26058 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 12451 members 
Mstep: Class 6 contains 50754 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 66445 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 197510 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 122409 members 
Mstep: Class 16 contains 11867 members 
Mstep: Class 17 contains 193378 members 
Mstep: Class 18 contains 174560 members 
Mstep: Class 21 contains 37437 members 
Mstep: Class 23 contains 3986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144315984.000000 Penalty: 65528.617188
Iteration 43Q: 20 clusters Score -1.44316e+08 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 173036 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 3684 members 
Mstep: Class 5 contains 12289 members 
Mstep: Class 6 contains 50785 members 
Mstep: Class 7 contains 5093 members 
Mstep: Class 8 contains 66745 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 197067 members 
Mstep: Class 12 contains 2251 members 
Mstep: Class 13 contains 9125 members 
Mstep: Class 14 contains 123637 members 
Mstep: Class 16 contains 10810 members 
Mstep: Class 17 contains 193488 members 
Mstep: Class 18 contains 174276 members 
Mstep: Class 21 contains 37739 members 
Mstep: Class 23 contains 4045 members 
Entering Unmasked Estep 
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Iteration 44Q: 20 clusters Score -1.443178e+08 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 171830 members 
Mstep: Class 2 contains 28106 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 12126 members 
Mstep: Class 6 contains 50798 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 67034 members 
Mstep: Class 9 contains 760 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 196389 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 9494 members 
Mstep: Class 14 contains 124718 members 
Mstep: Class 16 contains 9862 members 
Mstep: Class 17 contains 193558 members 
Mstep: Class 18 contains 174111 members 
Mstep: Class 21 contains 38000 members 
Mstep: Class 23 contains 4097 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 20 clusters Score -1.443195e+08 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 170832 members 
Mstep: Class 2 contains 29140 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 3628 members 
Mstep: Class 5 contains 11998 members 
Mstep: Class 6 contains 50786 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 67319 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 195609 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 9857 members 
Mstep: Class 14 contains 125710 members 
Mstep: Class 16 contains 9029 members 
Mstep: Class 17 contains 193531 members 
Mstep: Class 18 contains 173912 members 
Mstep: Class 21 contains 38267 members 
Mstep: Class 23 contains 4152 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -1.443209e+08 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 170014 members 
Mstep: Class 2 contains 30187 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 11864 members 
Mstep: Class 6 contains 50771 members 
Mstep: Class 7 contains 5002 members 
Mstep: Class 8 contains 67515 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 2846 members 
Mstep: Class 11 contains 194774 members 
Mstep: Class 12 contains 2226 members 
Mstep: Class 13 contains 10211 members 
Mstep: Class 14 contains 126556 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 17 contains 193479 members 
Mstep: Class 18 contains 173802 members 
Mstep: Class 21 contains 38481 members 
Mstep: Class 23 contains 4217 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -1.443215e+08 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 169393 members 
Mstep: Class 2 contains 31156 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 3597 members 
Mstep: Class 5 contains 11768 members 
Mstep: Class 6 contains 50737 members 
Mstep: Class 7 contains 4941 members 
Mstep: Class 8 contains 67646 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 2895 members 
Mstep: Class 11 contains 193900 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 10577 members 
Mstep: Class 14 contains 127390 members 
Mstep: Class 16 contains 7651 members 
Mstep: Class 17 contains 193382 members 
Mstep: Class 18 contains 173658 members 
Mstep: Class 21 contains 38658 members 
Mstep: Class 23 contains 4275 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -1.443223e+08 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168944 members 
Mstep: Class 2 contains 32098 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 11633 members 
Mstep: Class 6 contains 50735 members 
Mstep: Class 7 contains 4868 members 
Mstep: Class 8 contains 67755 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 2934 members 
Mstep: Class 11 contains 193008 members 
Mstep: Class 12 contains 2225 members 
Mstep: Class 13 contains 10944 members 
Mstep: Class 14 contains 128139 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 193174 members 
Mstep: Class 18 contains 173536 members 
Mstep: Class 21 contains 38843 members 
Mstep: Class 23 contains 4340 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -1.443234e+08 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 32980 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 11529 members 
Mstep: Class 6 contains 50678 members 
Mstep: Class 7 contains 4800 members 
Mstep: Class 8 contains 67882 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 191980 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 11298 members 
Mstep: Class 14 contains 128885 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 193032 members 
Mstep: Class 18 contains 173405 members 
Mstep: Class 21 contains 39008 members 
Mstep: Class 23 contains 4382 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -1.443238e+08 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168482 members 
Mstep: Class 2 contains 33844 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 3545 members 
Mstep: Class 5 contains 11448 members 
Mstep: Class 6 contains 50606 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 67983 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 3003 members 
Mstep: Class 11 contains 190869 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 11635 members 
Mstep: Class 14 contains 129573 members 
Mstep: Class 16 contains 6136 members 
Mstep: Class 17 contains 192899 members 
Mstep: Class 18 contains 173296 members 
Mstep: Class 21 contains 39151 members 
Mstep: Class 23 contains 4425 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -1.443251e+08 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168374 members 
Mstep: Class 2 contains 34680 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 11386 members 
Mstep: Class 6 contains 50560 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 68082 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 189717 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 11971 members 
Mstep: Class 14 contains 130266 members 
Mstep: Class 16 contains 5721 members 
Mstep: Class 17 contains 192726 members 
Mstep: Class 18 contains 173160 members 
Mstep: Class 21 contains 39295 members 
Mstep: Class 23 contains 4460 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -1.443258e+08 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168359 members 
Mstep: Class 2 contains 35477 members 
Mstep: Class 3 contains 878 members 
Mstep: Class 4 contains 3531 members 
Mstep: Class 5 contains 11301 members 
Mstep: Class 6 contains 50528 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 8 contains 68135 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 3068 members 
Mstep: Class 11 contains 188578 members 
Mstep: Class 12 contains 2223 members 
Mstep: Class 13 contains 12314 members 
Mstep: Class 14 contains 130941 members 
Mstep: Class 16 contains 5356 members 
Mstep: Class 17 contains 192530 members 
Mstep: Class 18 contains 173041 members 
Mstep: Class 21 contains 39426 members 
Mstep: Class 23 contains 4484 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -1.443275e+08 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168381 members 
Mstep: Class 2 contains 36269 members 
Mstep: Class 3 contains 868 members 
Mstep: Class 4 contains 3517 members 
Mstep: Class 5 contains 11236 members 
Mstep: Class 6 contains 50503 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 68161 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 187577 members 
Mstep: Class 12 contains 2223 members 
Mstep: Class 13 contains 12635 members 
Mstep: Class 14 contains 131567 members 
Mstep: Class 16 contains 5050 members 
Mstep: Class 17 contains 192237 members 
Mstep: Class 18 contains 172921 members 
Mstep: Class 21 contains 39515 members 
Mstep: Class 23 contains 4504 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -1.44328e+08 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168393 members 
Mstep: Class 2 contains 37003 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 11165 members 
Mstep: Class 6 contains 50470 members 
Mstep: Class 7 contains 4396 members 
Mstep: Class 8 contains 68111 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 186597 members 
Mstep: Class 12 contains 2221 members 
Mstep: Class 13 contains 12938 members 
Mstep: Class 14 contains 132145 members 
Mstep: Class 16 contains 4796 members 
Mstep: Class 17 contains 192075 members 
Mstep: Class 18 contains 172824 members 
Mstep: Class 21 contains 39593 members 
Mstep: Class 23 contains 4520 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -1.443287e+08 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168395 members 
Mstep: Class 2 contains 37695 members 
Mstep: Class 3 contains 851 members 
Mstep: Class 4 contains 3511 members 
Mstep: Class 5 contains 11101 members 
Mstep: Class 6 contains 50396 members 
Mstep: Class 7 contains 4306 members 
Mstep: Class 8 contains 68045 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 3155 members 
Mstep: Class 11 contains 185702 members 
Mstep: Class 12 contains 2221 members 
Mstep: Class 13 contains 13235 members 
Mstep: Class 14 contains 132606 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 191951 members 
Mstep: Class 18 contains 172788 members 
Mstep: Class 21 contains 39684 members 
Mstep: Class 23 contains 4541 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.443294e+08 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168335 members 
Mstep: Class 2 contains 38300 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 11056 members 
Mstep: Class 6 contains 50326 members 
Mstep: Class 7 contains 4250 members 
Mstep: Class 8 contains 67945 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 3181 members 
Mstep: Class 11 contains 184926 members 
Mstep: Class 12 contains 2221 members 
Mstep: Class 13 contains 13507 members 
Mstep: Class 14 contains 133068 members 
Mstep: Class 16 contains 4354 members 
Mstep: Class 17 contains 191858 members 
Mstep: Class 18 contains 172726 members 
Mstep: Class 21 contains 39782 members 
Mstep: Class 23 contains 4558 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -1.443297e+08 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168338 members 
Mstep: Class 2 contains 38871 members 
Mstep: Class 3 contains 821 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 11022 members 
Mstep: Class 6 contains 50255 members 
Mstep: Class 7 contains 4181 members 
Mstep: Class 8 contains 67871 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 184190 members 
Mstep: Class 12 contains 2221 members 
Mstep: Class 13 contains 13775 members 
Mstep: Class 14 contains 133469 members 
Mstep: Class 16 contains 4156 members 
Mstep: Class 17 contains 191735 members 
Mstep: Class 18 contains 172680 members 
Mstep: Class 21 contains 39860 members 
Mstep: Class 23 contains 4579 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -1.443301e+08 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168376 members 
Mstep: Class 2 contains 39378 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 10997 members 
Mstep: Class 6 contains 50179 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 67719 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 11 contains 183552 members 
Mstep: Class 12 contains 2221 members 
Mstep: Class 13 contains 14020 members 
Mstep: Class 14 contains 133870 members 
Mstep: Class 16 contains 3999 members 
Mstep: Class 17 contains 191626 members 
Mstep: Class 18 contains 172646 members 
Mstep: Class 21 contains 39921 members 
Mstep: Class 23 contains 4598 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.443298e+08 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168478 members 
Mstep: Class 2 contains 39788 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 10945 members 
Mstep: Class 6 contains 50104 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 67573 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 3248 members 
Mstep: Class 11 contains 183034 members 
Mstep: Class 12 contains 2221 members 
Mstep: Class 13 contains 14232 members 
Mstep: Class 14 contains 134187 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 191557 members 
Mstep: Class 18 contains 172626 members 
Mstep: Class 21 contains 39961 members 
Mstep: Class 23 contains 4617 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -1.443306e+08 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168542 members 
Mstep: Class 2 contains 40152 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 10824 members 
Mstep: Class 6 contains 50071 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 67377 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 182583 members 
Mstep: Class 12 contains 2220 members 
Mstep: Class 13 contains 14509 members 
Mstep: Class 14 contains 134469 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 191485 members 
Mstep: Class 18 contains 172590 members 
Mstep: Class 21 contains 40004 members 
Mstep: Class 23 contains 4638 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -1.443312e+08 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168584 members 
Mstep: Class 2 contains 40461 members 
Mstep: Class 3 contains 803 members 
Mstep: Class 4 contains 3494 members 
Mstep: Class 5 contains 10726 members 
Mstep: Class 6 contains 50017 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 67160 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 3282 members 
Mstep: Class 11 contains 182206 members 
Mstep: Class 12 contains 2219 members 
Mstep: Class 13 contains 14802 members 
Mstep: Class 14 contains 134805 members 
Mstep: Class 16 contains 3638 members 
Mstep: Class 17 contains 191429 members 
Mstep: Class 18 contains 172509 members 
Mstep: Class 21 contains 40032 members 
Mstep: Class 23 contains 4651 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -1.443316e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168574 members 
Mstep: Class 2 contains 40750 members 
Mstep: Class 3 contains 813 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 10648 members 
Mstep: Class 6 contains 49963 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 66914 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 181893 members 
Mstep: Class 12 contains 2217 members 
Mstep: Class 13 contains 15087 members 
Mstep: Class 14 contains 135144 members 
Mstep: Class 16 contains 3550 members 
Mstep: Class 17 contains 191372 members 
Mstep: Class 18 contains 172447 members 
Mstep: Class 21 contains 40071 members 
Mstep: Class 23 contains 4658 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -1.443322e+08 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168503 members 
Mstep: Class 2 contains 40987 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 3467 members 
Mstep: Class 5 contains 10577 members 
Mstep: Class 6 contains 49918 members 
Mstep: Class 7 contains 3817 members 
Mstep: Class 8 contains 66695 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 181604 members 
Mstep: Class 12 contains 2217 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 135502 members 
Mstep: Class 16 contains 3469 members 
Mstep: Class 17 contains 191314 members 
Mstep: Class 18 contains 172394 members 
Mstep: Class 21 contains 40116 members 
Mstep: Class 23 contains 4668 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -1.443329e+08 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168481 members 
Mstep: Class 2 contains 41205 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 3454 members 
Mstep: Class 5 contains 10512 members 
Mstep: Class 6 contains 49876 members 
Mstep: Class 7 contains 3762 members 
Mstep: Class 8 contains 66455 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 181310 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 135819 members 
Mstep: Class 16 contains 3395 members 
Mstep: Class 17 contains 191280 members 
Mstep: Class 18 contains 172388 members 
Mstep: Class 21 contains 40142 members 
Mstep: Class 23 contains 4684 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -1.443335e+08 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168482 members 
Mstep: Class 2 contains 41384 members 
Mstep: Class 3 contains 838 members 
Mstep: Class 4 contains 3443 members 
Mstep: Class 5 contains 10465 members 
Mstep: Class 6 contains 49838 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 66178 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 181068 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 136135 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 191223 members 
Mstep: Class 18 contains 172378 members 
Mstep: Class 21 contains 40168 members 
Mstep: Class 23 contains 4697 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -1.443341e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168512 members 
Mstep: Class 2 contains 41533 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 10419 members 
Mstep: Class 6 contains 49772 members 
Mstep: Class 7 contains 3657 members 
Mstep: Class 8 contains 65847 members 
Mstep: Class 9 contains 760 members 
Mstep: Class 10 contains 3384 members 
Mstep: Class 11 contains 180925 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 16059 members 
Mstep: Class 14 contains 136391 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 191207 members 
Mstep: Class 18 contains 172365 members 
Mstep: Class 21 contains 40218 members 
Mstep: Class 23 contains 4715 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -1.443342e+08 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168494 members 
Mstep: Class 2 contains 41651 members 
Mstep: Class 3 contains 854 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 10382 members 
Mstep: Class 6 contains 49718 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 65504 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 180868 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 16260 members 
Mstep: Class 14 contains 136666 members 
Mstep: Class 16 contains 3187 members 
Mstep: Class 17 contains 191190 members 
Mstep: Class 18 contains 172342 members 
Mstep: Class 21 contains 40257 members 
Mstep: Class 23 contains 4735 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -1.443346e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 41761 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 3422 members 
Mstep: Class 5 contains 10345 members 
Mstep: Class 6 contains 49681 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 65127 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 3423 members 
Mstep: Class 11 contains 180814 members 
Mstep: Class 12 contains 2215 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 136948 members 
Mstep: Class 16 contains 3117 members 
Mstep: Class 17 contains 191152 members 
Mstep: Class 18 contains 172323 members 
Mstep: Class 21 contains 40272 members 
Mstep: Class 23 contains 4753 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -1.443349e+08 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168483 members 
Mstep: Class 2 contains 41863 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 3416 members 
Mstep: Class 5 contains 10310 members 
Mstep: Class 6 contains 49625 members 
Mstep: Class 7 contains 3506 members 
Mstep: Class 8 contains 64767 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 3442 members 
Mstep: Class 11 contains 180783 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 16630 members 
Mstep: Class 14 contains 137259 members 
Mstep: Class 16 contains 3065 members 
Mstep: Class 17 contains 191173 members 
Mstep: Class 18 contains 172301 members 
Mstep: Class 21 contains 40290 members 
Mstep: Class 23 contains 4771 members 
Entering Unmasked Estep 
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Iteration 70Q: 20 clusters Score -1.443348e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168442 members 
Mstep: Class 2 contains 41949 members 
Mstep: Class 3 contains 865 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 10286 members 
Mstep: Class 6 contains 49620 members 
Mstep: Class 7 contains 3472 members 
Mstep: Class 8 contains 64383 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 3460 members 
Mstep: Class 11 contains 180773 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 16784 members 
Mstep: Class 14 contains 137528 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 191203 members 
Mstep: Class 18 contains 172268 members 
Mstep: Class 21 contains 40290 members 
Mstep: Class 23 contains 4784 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -1.443348e+08 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168446 members 
Mstep: Class 2 contains 42018 members 
Mstep: Class 3 contains 872 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 49600 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 8 contains 63982 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 180837 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 16947 members 
Mstep: Class 14 contains 137810 members 
Mstep: Class 16 contains 2977 members 
Mstep: Class 17 contains 191173 members 
Mstep: Class 18 contains 172221 members 
Mstep: Class 21 contains 40282 members 
Mstep: Class 23 contains 4791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144335008.000000 Penalty: 65528.617188
Iteration 72Q: 20 clusters Score -1.44335e+08 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168504 members 
Mstep: Class 2 contains 42059 members 
Mstep: Class 3 contains 873 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 10226 members 
Mstep: Class 6 contains 49582 members 
Mstep: Class 7 contains 3421 members 
Mstep: Class 8 contains 63533 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 180925 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 17118 members 
Mstep: Class 14 contains 138051 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 191139 members 
Mstep: Class 18 contains 172200 members 
Mstep: Class 21 contains 40255 members 
Mstep: Class 23 contains 4800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144335360.000000 Penalty: 65528.617188
Iteration 73Q: 20 clusters Score -1.443354e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168579 members 
Mstep: Class 2 contains 42093 members 
Mstep: Class 3 contains 872 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 10201 members 
Mstep: Class 6 contains 49550 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 63064 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 3542 members 
Mstep: Class 11 contains 181047 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 17286 members 
Mstep: Class 14 contains 138281 members 
Mstep: Class 16 contains 2901 members 
Mstep: Class 17 contains 191078 members 
Mstep: Class 18 contains 172197 members 
Mstep: Class 21 contains 40235 members 
Mstep: Class 23 contains 4810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144335776.000000 Penalty: 65528.617188
Iteration 74Q: 20 clusters Score -1.443358e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168678 members 
Mstep: Class 2 contains 42120 members 
Mstep: Class 3 contains 871 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 6 contains 49509 members 
Mstep: Class 7 contains 3364 members 
Mstep: Class 8 contains 62584 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 3569 members 
Mstep: Class 11 contains 181208 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 17442 members 
Mstep: Class 14 contains 138442 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 191088 members 
Mstep: Class 18 contains 172159 members 
Mstep: Class 21 contains 40239 members 
Mstep: Class 23 contains 4817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144336560.000000 Penalty: 65528.617188
Iteration 75Q: 20 clusters Score -1.443366e+08 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168771 members 
Mstep: Class 2 contains 42119 members 
Mstep: Class 3 contains 871 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 10165 members 
Mstep: Class 6 contains 49473 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 62070 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 11 contains 181375 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 17566 members 
Mstep: Class 14 contains 138585 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 17 contains 191095 members 
Mstep: Class 18 contains 172185 members 
Mstep: Class 21 contains 40256 members 
Mstep: Class 23 contains 4830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144336912.000000 Penalty: 65528.617188
Iteration 76Q: 20 clusters Score -1.443369e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168890 members 
Mstep: Class 2 contains 42113 members 
Mstep: Class 3 contains 873 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 49443 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 61528 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 181612 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 17691 members 
Mstep: Class 14 contains 138696 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 191122 members 
Mstep: Class 18 contains 172180 members 
Mstep: Class 21 contains 40245 members 
Mstep: Class 23 contains 4846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144336656.000000 Penalty: 65528.617188
Iteration 77Q: 20 clusters Score -1.443367e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169093 members 
Mstep: Class 2 contains 42113 members 
Mstep: Class 3 contains 873 members 
Mstep: Class 4 contains 3394 members 
Mstep: Class 5 contains 10135 members 
Mstep: Class 6 contains 49402 members 
Mstep: Class 7 contains 3289 members 
Mstep: Class 8 contains 60955 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 181843 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 17804 members 
Mstep: Class 14 contains 138791 members 
Mstep: Class 16 contains 2811 members 
Mstep: Class 17 contains 191141 members 
Mstep: Class 18 contains 172185 members 
Mstep: Class 21 contains 40225 members 
Mstep: Class 23 contains 4853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144336960.000000 Penalty: 65528.617188
Iteration 78Q: 20 clusters Score -1.44337e+08 nChanged 2967
Entering ConstructFrom: 
Score: -144336960.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (169265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169265 members 
Entering Unmasked Estep 
Score: -22738182.000000 Penalty: 2985.726807
	Iteration 0F: 2 clusters Score -2.273818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84748 members 
Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
Score: -22626290.000000 Penalty: 5971.453613
	Iteration 0F: 3 clusters Score -2.262629e+07 nChanged 81151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -22672908.000000 Penalty: 5971.453613
	Iteration 1F: 3 clusters Score -2.267291e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -22673758.000000 Penalty: 5971.453613
	Iteration 2Q: 3 clusters Score -2.267376e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -22674764.000000 Penalty: 5971.453613
	Iteration 3Q: 3 clusters Score -2.267476e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -22676098.000000 Penalty: 5971.453613
	Iteration 4Q: 3 clusters Score -2.26761e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -22678312.000000 Penalty: 5971.453613
	Iteration 5Q: 3 clusters Score -2.267831e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98159 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -22681448.000000 Penalty: 5971.453613
	Iteration 6Q: 3 clusters Score -2.268145e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -22686228.000000 Penalty: 5971.453613
	Iteration 7Q: 3 clusters Score -2.268623e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -22692562.000000 Penalty: 5971.453613
	Iteration 8F: 3 clusters Score -2.269256e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118687 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -22700596.000000 Penalty: 5971.453613
	Iteration 9F: 3 clusters Score -2.27006e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125929 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -22708144.000000 Penalty: 5971.453613
	Iteration 10F: 3 clusters Score -2.270814e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132057 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -22713964.000000 Penalty: 5971.453613
	Iteration 11F: 3 clusters Score -2.271396e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137197 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -22718244.000000 Penalty: 5971.453613
	Iteration 12Q: 3 clusters Score -2.271824e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -22721452.000000 Penalty: 5971.453613
	Iteration 13Q: 3 clusters Score -2.272145e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145657 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -22723744.000000 Penalty: 5971.453613
	Iteration 14Q: 3 clusters Score -2.272374e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149334 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -22725778.000000 Penalty: 5971.453613
	Iteration 15Q: 3 clusters Score -2.272578e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152745 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -22727660.000000 Penalty: 5971.453613
	Iteration 16Q: 3 clusters Score -2.272766e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -22729546.000000 Penalty: 5971.453613
	Iteration 17Q: 3 clusters Score -2.272955e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158853 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -22730900.000000 Penalty: 5971.453613
	Iteration 18Q: 3 clusters Score -2.27309e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161275 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -22732236.000000 Penalty: 5971.453613
	Iteration 19Q: 3 clusters Score -2.273224e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163177 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -22733174.000000 Penalty: 5971.453613
	Iteration 20F: 3 clusters Score -2.273317e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164647 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -22733944.000000 Penalty: 5971.453613
	Iteration 21Q: 3 clusters Score -2.273394e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -22734442.000000 Penalty: 5971.453613
	Iteration 22Q: 3 clusters Score -2.273444e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166454 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -22734892.000000 Penalty: 5971.453613
	Iteration 23Q: 3 clusters Score -2.273489e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166965 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -22735068.000000 Penalty: 5971.453613
	Iteration 24Q: 3 clusters Score -2.273507e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167337 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -22735244.000000 Penalty: 5971.453613
	Iteration 25Q: 3 clusters Score -2.273524e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167596 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -22735344.000000 Penalty: 5971.453613
	Iteration 26Q: 3 clusters Score -2.273534e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167783 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -22735436.000000 Penalty: 5971.453613
	Iteration 27Q: 3 clusters Score -2.273544e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167926 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -22735510.000000 Penalty: 5971.453613
	Iteration 28Q: 3 clusters Score -2.273551e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168031 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -22735552.000000 Penalty: 5971.453613
	Iteration 29Q: 3 clusters Score -2.273555e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168113 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22735592.000000 Penalty: 5971.453613
	Iteration 30Q: 3 clusters Score -2.273559e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168168 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -22735636.000000 Penalty: 5971.453613
	Iteration 31Q: 3 clusters Score -2.273564e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168208 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22735624.000000 Penalty: 5971.453613
	Iteration 32Q: 3 clusters Score -2.273562e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168248 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22735676.000000 Penalty: 5971.453613
	Iteration 33Q: 3 clusters Score -2.273568e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168290 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -22735684.000000 Penalty: 5971.453613
	Iteration 34Q: 3 clusters Score -2.273568e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168318 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -22735720.000000 Penalty: 5971.453613
	Iteration 35Q: 3 clusters Score -2.273572e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168344 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -22735730.000000 Penalty: 5971.453613
	Iteration 36Q: 3 clusters Score -2.273573e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168365 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -22735734.000000 Penalty: 5971.453613
	Iteration 37Q: 3 clusters Score -2.273573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168381 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22735736.000000 Penalty: 5971.453613
	Iteration 38Q: 3 clusters Score -2.273574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -22735740.000000 Penalty: 5971.453613
	Iteration 39Q: 3 clusters Score -2.273574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168397 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -22735750.000000 Penalty: 5971.453613
	Iteration 40F: 3 clusters Score -2.273575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168403 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -22735762.000000 Penalty: 5971.453613
	Iteration 41Q: 3 clusters Score -2.273576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168409 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -22735748.000000 Penalty: 5971.453613
	Iteration 42Q: 3 clusters Score -2.273575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168412 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22735760.000000 Penalty: 5971.453613
	Iteration 43Q: 3 clusters Score -2.273576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168416 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -22735754.000000 Penalty: 5971.453613
	Iteration 44Q: 3 clusters Score -2.273575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168419 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22735758.000000 Penalty: 5971.453613
	Iteration 45Q: 3 clusters Score -2.273576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168423 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -22735768.000000 Penalty: 5971.453613
	Iteration 46Q: 3 clusters Score -2.273577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168429 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -22735802.000000 Penalty: 5971.453613
	Iteration 47Q: 3 clusters Score -2.27358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168429 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -22735780.000000 Penalty: 5971.453613
	Iteration 48Q: 3 clusters Score -2.273578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168432 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22735800.000000 Penalty: 5971.453613
	Iteration 49Q: 3 clusters Score -2.27358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168434 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -22735784.000000 Penalty: 5971.453613
	Iteration 50Q: 3 clusters Score -2.273578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168439 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -22735794.000000 Penalty: 5971.453613
	Iteration 51Q: 3 clusters Score -2.273579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168445 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -22735804.000000 Penalty: 5971.453613
	Iteration 52Q: 3 clusters Score -2.27358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168448 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -22735820.000000 Penalty: 5971.453613
	Iteration 53Q: 3 clusters Score -2.273582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168454 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -22735806.000000 Penalty: 5971.453613
	Iteration 54Q: 3 clusters Score -2.273581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168457 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -22735802.000000 Penalty: 5971.453613
	Iteration 55Q: 3 clusters Score -2.27358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168463 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22735816.000000 Penalty: 5971.453613
	Iteration 56Q: 3 clusters Score -2.273582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168465 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22735812.000000 Penalty: 5971.453613
	Iteration 57Q: 3 clusters Score -2.273581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168469 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22735812.000000 Penalty: 5971.453613
	Iteration 58Q: 3 clusters Score -2.273581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168468 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22735812.000000 Penalty: 5971.453613
	Iteration 59Q: 3 clusters Score -2.273581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168466 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22735824.000000 Penalty: 5971.453613
	Iteration 60F: 3 clusters Score -2.273582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168465 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22735830.000000 Penalty: 5971.453613
	Iteration 61Q: 3 clusters Score -2.273583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168465 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22735830.000000 Penalty: 5971.453613
	Iteration 62F: 3 clusters Score -2.273583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Entering Unmasked Estep 
Score: -5700279.500000 Penalty: 2640.755371
	Iteration 0F: 2 clusters Score -5700280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5671743.000000 Penalty: 5281.510742
	Iteration 0F: 3 clusters Score -5671743 nChanged 19339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -5682747.500000 Penalty: 5281.510742
	Iteration 1F: 3 clusters Score -5682748 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -5683449.500000 Penalty: 5281.510742
	Iteration 2Q: 3 clusters Score -5683450 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5684133.500000 Penalty: 5281.510742
	Iteration 3Q: 3 clusters Score -5684134 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5684992.500000 Penalty: 5281.510742
	Iteration 4Q: 3 clusters Score -5684992 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -5685965.000000 Penalty: 5281.510742
	Iteration 5Q: 3 clusters Score -5685965 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5687127.500000 Penalty: 5281.510742
	Iteration 6F: 3 clusters Score -5687128 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5688761.000000 Penalty: 5281.510742
	Iteration 7F: 3 clusters Score -5688761 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5690791.500000 Penalty: 5281.510742
	Iteration 8F: 3 clusters Score -5690792 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -5692735.000000 Penalty: 5281.510742
	Iteration 9F: 3 clusters Score -5692735 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -5693834.000000 Penalty: 5281.510742
	Iteration 10Q: 3 clusters Score -5693834 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -5694340.500000 Penalty: 5281.510742
	Iteration 11Q: 3 clusters Score -5694340 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -5694532.000000 Penalty: 5281.510742
	Iteration 12Q: 3 clusters Score -5694532 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -5694725.500000 Penalty: 5281.510742
	Iteration 13Q: 3 clusters Score -5694726 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -5694852.500000 Penalty: 5281.510742
	Iteration 14Q: 3 clusters Score -5694852 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -5694966.000000 Penalty: 5281.510742
	Iteration 15Q: 3 clusters Score -5694966 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -5695081.000000 Penalty: 5281.510742
	Iteration 16Q: 3 clusters Score -5695081 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -5695206.000000 Penalty: 5281.510742
	Iteration 17Q: 3 clusters Score -5695206 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -5695328.500000 Penalty: 5281.510742
	Iteration 18Q: 3 clusters Score -5695328 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -5695438.000000 Penalty: 5281.510742
	Iteration 19Q: 3 clusters Score -5695438 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -5695560.500000 Penalty: 5281.510742
	Iteration 20F: 3 clusters Score -5695560 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -5695683.500000 Penalty: 5281.510742
	Iteration 21Q: 3 clusters Score -5695684 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -5695798.500000 Penalty: 5281.510742
	Iteration 22Q: 3 clusters Score -5695798 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5695915.500000 Penalty: 5281.510742
	Iteration 23Q: 3 clusters Score -5695916 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -5696075.500000 Penalty: 5281.510742
	Iteration 24Q: 3 clusters Score -5696076 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -5696224.500000 Penalty: 5281.510742
	Iteration 25Q: 3 clusters Score -5696224 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -5696375.000000 Penalty: 5281.510742
	Iteration 26Q: 3 clusters Score -5696375 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -5696508.000000 Penalty: 5281.510742
	Iteration 27Q: 3 clusters Score -5696508 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -5696664.500000 Penalty: 5281.510742
	Iteration 28Q: 3 clusters Score -5696664 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -5696805.500000 Penalty: 5281.510742
	Iteration 29Q: 3 clusters Score -5696806 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -5696939.500000 Penalty: 5281.510742
	Iteration 30Q: 3 clusters Score -5696940 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -5697031.000000 Penalty: 5281.510742
	Iteration 31Q: 3 clusters Score -5697031 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -5697164.500000 Penalty: 5281.510742
	Iteration 32Q: 3 clusters Score -5697164 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -5697264.500000 Penalty: 5281.510742
	Iteration 33Q: 3 clusters Score -5697264 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -5697383.500000 Penalty: 5281.510742
	Iteration 34Q: 3 clusters Score -5697384 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -5697490.000000 Penalty: 5281.510742
	Iteration 35Q: 3 clusters Score -5697490 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -5697589.000000 Penalty: 5281.510742
	Iteration 36Q: 3 clusters Score -5697589 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -5697674.500000 Penalty: 5281.510742
	Iteration 37Q: 3 clusters Score -5697674 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5697795.000000 Penalty: 5281.510742
	Iteration 38Q: 3 clusters Score -5697795 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5697868.000000 Penalty: 5281.510742
	Iteration 39Q: 3 clusters Score -5697868 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -5697954.500000 Penalty: 5281.510742
	Iteration 40F: 3 clusters Score -5697954 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -5698003.000000 Penalty: 5281.510742
	Iteration 41Q: 3 clusters Score -5698003 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -5698079.000000 Penalty: 5281.510742
	Iteration 42Q: 3 clusters Score -5698079 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -5698129.000000 Penalty: 5281.510742
	Iteration 43Q: 3 clusters Score -5698129 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -5698173.500000 Penalty: 5281.510742
	Iteration 44Q: 3 clusters Score -5698174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -5698229.500000 Penalty: 5281.510742
	Iteration 45Q: 3 clusters Score -5698230 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5698267.500000 Penalty: 5281.510742
	Iteration 46Q: 3 clusters Score -5698268 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5698302.500000 Penalty: 5281.510742
	Iteration 47Q: 3 clusters Score -5698302 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -5698324.500000 Penalty: 5281.510742
	Iteration 48Q: 3 clusters Score -5698324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -5698330.500000 Penalty: 5281.510742
	Iteration 49Q: 3 clusters Score -5698330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -5698364.500000 Penalty: 5281.510742
	Iteration 50Q: 3 clusters Score -5698364 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5698395.500000 Penalty: 5281.510742
	Iteration 51Q: 3 clusters Score -5698396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5698415.500000 Penalty: 5281.510742
	Iteration 52Q: 3 clusters Score -5698416 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5698434.500000 Penalty: 5281.510742
	Iteration 53Q: 3 clusters Score -5698434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -5698456.000000 Penalty: 5281.510742
	Iteration 54Q: 3 clusters Score -5698456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5698458.500000 Penalty: 5281.510742
	Iteration 55Q: 3 clusters Score -5698458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -5698478.500000 Penalty: 5281.510742
	Iteration 56Q: 3 clusters Score -5698478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -5698488.000000 Penalty: 5281.510742
	Iteration 57Q: 3 clusters Score -5698488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -5698508.500000 Penalty: 5281.510742
	Iteration 58Q: 3 clusters Score -5698508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -5698500.000000 Penalty: 5281.510742
	Iteration 59Q: 3 clusters Score -5698500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -5698511.000000 Penalty: 5281.510742
	Iteration 60F: 3 clusters Score -5698511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5698527.000000 Penalty: 5281.510742
	Iteration 61Q: 3 clusters Score -5698527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -5698533.500000 Penalty: 5281.510742
	Iteration 62Q: 3 clusters Score -5698534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -5698547.500000 Penalty: 5281.510742
	Iteration 63Q: 3 clusters Score -5698548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -5698567.000000 Penalty: 5281.510742
	Iteration 64Q: 3 clusters Score -5698567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -5698579.000000 Penalty: 5281.510742
	Iteration 65Q: 3 clusters Score -5698579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -5698583.500000 Penalty: 5281.510742
	Iteration 66Q: 3 clusters Score -5698584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -5698590.000000 Penalty: 5281.510742
	Iteration 67Q: 3 clusters Score -5698590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -5698592.500000 Penalty: 5281.510742
	Iteration 68Q: 3 clusters Score -5698592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -5698597.000000 Penalty: 5281.510742
	Iteration 69Q: 3 clusters Score -5698597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5698594.000000 Penalty: 5281.510742
	Iteration 70Q: 3 clusters Score -5698594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5698601.500000 Penalty: 5281.510742
	Iteration 71Q: 3 clusters Score -5698602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -5698615.000000 Penalty: 5281.510742
	Iteration 72Q: 3 clusters Score -5698615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5698609.000000 Penalty: 5281.510742
	Iteration 73Q: 3 clusters Score -5698609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -5698612.000000 Penalty: 5281.510742
	Iteration 74Q: 3 clusters Score -5698612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5698612.500000 Penalty: 5281.510742
	Iteration 75Q: 3 clusters Score -5698612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -5698616.500000 Penalty: 5281.510742
	Iteration 76Q: 3 clusters Score -5698616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -5698609.500000 Penalty: 5281.510742
	Iteration 77Q: 3 clusters Score -5698610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -5698614.500000 Penalty: 5281.510742
	Iteration 78Q: 3 clusters Score -5698614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -5698609.500000 Penalty: 5281.510742
	Iteration 79Q: 3 clusters Score -5698610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5698609.000000 Penalty: 5281.510742
	Iteration 80F: 3 clusters Score -5698609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5698609.500000 Penalty: 5281.510742
	Iteration 81Q: 3 clusters Score -5698610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -5698614.500000 Penalty: 5281.510742
	Iteration 82Q: 3 clusters Score -5698614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -5698614.500000 Penalty: 5281.510742
	Iteration 83F: 3 clusters Score -5698614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -105236.335938 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -105236.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103502.265625 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -103502.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103850.656250 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -103850.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104013.367188 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -104013.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104208.382812 Penalty: 3359.447754
	Iteration 3F: 3 clusters Score -104208.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -104364.929688 Penalty: 3359.447754
	Iteration 4F: 3 clusters Score -104364.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -104465.257812 Penalty: 3359.447754
	Iteration 5Q: 3 clusters Score -104465.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104544.773438 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -104544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -104575.140625 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -104575.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104593.796875 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -104593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104605.234375 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -104605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104607.539062 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -104607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -104610.226562 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -104610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104611.179688 Penalty: 3359.447754
	Iteration 12Q: 3 clusters Score -104611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104611.179688 Penalty: 3359.447754
	Iteration 13F: 3 clusters Score -104611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -438540.343750 Penalty: 2016.546753
	Iteration 0F: 2 clusters Score -438540.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -435110.531250 Penalty: 4033.093506
	Iteration 0F: 3 clusters Score -435110.5 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -436092.375000 Penalty: 4033.093506
	Iteration 1F: 3 clusters Score -436092.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -436564.343750 Penalty: 4033.093506
	Iteration 2F: 3 clusters Score -436564.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -437020.500000 Penalty: 4033.093506
	Iteration 3F: 3 clusters Score -437020.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -437344.468750 Penalty: 4033.093506
	Iteration 4F: 3 clusters Score -437344.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -437582.875000 Penalty: 4033.093506
	Iteration 5F: 3 clusters Score -437582.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -437769.031250 Penalty: 4033.093506
	Iteration 6Q: 3 clusters Score -437769 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -437879.593750 Penalty: 4033.093506
	Iteration 7Q: 3 clusters Score -437879.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -437953.000000 Penalty: 4033.093506
	Iteration 8Q: 3 clusters Score -437953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -437992.062500 Penalty: 4033.093506
	Iteration 9Q: 3 clusters Score -437992.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -438007.343750 Penalty: 4033.093506
	Iteration 10Q: 3 clusters Score -438007.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -438016.437500 Penalty: 4033.093506
	Iteration 11Q: 3 clusters Score -438016.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -438021.125000 Penalty: 4033.093506
	Iteration 12Q: 3 clusters Score -438021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -438022.031250 Penalty: 4033.093506
	Iteration 13Q: 3 clusters Score -438022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -438023.718750 Penalty: 4033.093506
	Iteration 14Q: 3 clusters Score -438023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -438023.718750 Penalty: 4033.093506
	Iteration 15F: 3 clusters Score -438023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Entering Unmasked Estep 
Score: -1287419.000000 Penalty: 2287.220703
	Iteration 0F: 2 clusters Score -1287419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1279683.875000 Penalty: 4574.441406
	Iteration 0F: 3 clusters Score -1279684 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1282149.750000 Penalty: 4574.441406
	Iteration 1F: 3 clusters Score -1282150 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1282743.625000 Penalty: 4574.441406
	Iteration 2F: 3 clusters Score -1282744 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1283159.125000 Penalty: 4574.441406
	Iteration 3F: 3 clusters Score -1283159 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1283432.750000 Penalty: 4574.441406
	Iteration 4F: 3 clusters Score -1283433 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1283662.375000 Penalty: 4574.441406
	Iteration 5Q: 3 clusters Score -1283662 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1283845.125000 Penalty: 4574.441406
	Iteration 6Q: 3 clusters Score -1283845 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1283983.125000 Penalty: 4574.441406
	Iteration 7Q: 3 clusters Score -1283983 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1284112.625000 Penalty: 4574.441406
	Iteration 8Q: 3 clusters Score -1284113 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1284210.625000 Penalty: 4574.441406
	Iteration 9Q: 3 clusters Score -1284211 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1284325.750000 Penalty: 4574.441406
	Iteration 10Q: 3 clusters Score -1284326 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1284448.750000 Penalty: 4574.441406
	Iteration 11Q: 3 clusters Score -1284449 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1284575.250000 Penalty: 4574.441406
	Iteration 12Q: 3 clusters Score -1284575 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1284697.375000 Penalty: 4574.441406
	Iteration 13Q: 3 clusters Score -1284697 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1284830.000000 Penalty: 4574.441406
	Iteration 14Q: 3 clusters Score -1284830 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1284961.875000 Penalty: 4574.441406
	Iteration 15Q: 3 clusters Score -1284962 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1285071.750000 Penalty: 4574.441406
	Iteration 16Q: 3 clusters Score -1285072 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1285188.500000 Penalty: 4574.441406
	Iteration 17Q: 3 clusters Score -1285188 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1285304.125000 Penalty: 4574.441406
	Iteration 18Q: 3 clusters Score -1285304 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1285423.500000 Penalty: 4574.441406
	Iteration 19Q: 3 clusters Score -1285424 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1285535.250000 Penalty: 4574.441406
	Iteration 20F: 3 clusters Score -1285535 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1285606.375000 Penalty: 4574.441406
	Iteration 21Q: 3 clusters Score -1285606 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1285672.000000 Penalty: 4574.441406
	Iteration 22Q: 3 clusters Score -1285672 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1285733.375000 Penalty: 4574.441406
	Iteration 23Q: 3 clusters Score -1285733 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1285784.125000 Penalty: 4574.441406
	Iteration 24Q: 3 clusters Score -1285784 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1285835.750000 Penalty: 4574.441406
	Iteration 25Q: 3 clusters Score -1285836 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1285886.125000 Penalty: 4574.441406
	Iteration 26Q: 3 clusters Score -1285886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1285928.750000 Penalty: 4574.441406
	Iteration 27Q: 3 clusters Score -1285929 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1285979.375000 Penalty: 4574.441406
	Iteration 28Q: 3 clusters Score -1285979 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1286029.000000 Penalty: 4574.441406
	Iteration 29Q: 3 clusters Score -1286029 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1286080.250000 Penalty: 4574.441406
	Iteration 30Q: 3 clusters Score -1286080 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1286143.375000 Penalty: 4574.441406
	Iteration 31Q: 3 clusters Score -1286143 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1286218.875000 Penalty: 4574.441406
	Iteration 32Q: 3 clusters Score -1286219 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1286300.250000 Penalty: 4574.441406
	Iteration 33Q: 3 clusters Score -1286300 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1286415.125000 Penalty: 4574.441406
	Iteration 34Q: 3 clusters Score -1286415 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1286551.750000 Penalty: 4574.441406
	Iteration 35Q: 3 clusters Score -1286552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1286711.250000 Penalty: 4574.441406
	Iteration 36Q: 3 clusters Score -1286711 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1286897.375000 Penalty: 4574.441406
	Iteration 37Q: 3 clusters Score -1286897 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1287079.375000 Penalty: 4574.441406
	Iteration 38Q: 3 clusters Score -1287079 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1287187.875000 Penalty: 4574.441406
	Iteration 39Q: 3 clusters Score -1287188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1287310.375000 Penalty: 4574.441406
	Iteration 40F: 3 clusters Score -1287310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1287401.250000 Penalty: 4574.441406
	Iteration 41Q: 3 clusters Score -1287401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1287454.250000 Penalty: 4574.441406
	Iteration 42Q: 3 clusters Score -1287454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1287499.000000 Penalty: 4574.441406
	Iteration 43Q: 3 clusters Score -1287499 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1287529.375000 Penalty: 4574.441406
	Iteration 44Q: 3 clusters Score -1287529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1287547.250000 Penalty: 4574.441406
	Iteration 45Q: 3 clusters Score -1287547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1287550.875000 Penalty: 4574.441406
	Iteration 46Q: 3 clusters Score -1287551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1287560.000000 Penalty: 4574.441406
	Iteration 47Q: 3 clusters Score -1287560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1287562.750000 Penalty: 4574.441406
	Iteration 48Q: 3 clusters Score -1287563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1287565.875000 Penalty: 4574.441406
	Iteration 49Q: 3 clusters Score -1287566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1287567.000000 Penalty: 4574.441406
	Iteration 50Q: 3 clusters Score -1287567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1287567.375000 Penalty: 4574.441406
	Iteration 51Q: 3 clusters Score -1287567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1287568.375000 Penalty: 4574.441406
	Iteration 52Q: 3 clusters Score -1287568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1287567.875000 Penalty: 4574.441406
	Iteration 53Q: 3 clusters Score -1287568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1287568.875000 Penalty: 4574.441406
	Iteration 54F: 3 clusters Score -1287569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1287573.875000 Penalty: 4574.441406
	Iteration 55Q: 3 clusters Score -1287574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1287573.375000 Penalty: 4574.441406
	Iteration 56Q: 3 clusters Score -1287573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1287573.125000 Penalty: 4574.441406
	Iteration 57Q: 3 clusters Score -1287573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1287573.125000 Penalty: 4574.441406
	Iteration 58F: 3 clusters Score -1287573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 42117 members 
Mstep: Class 3 contains 874 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 49376 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 60371 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 182087 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 17908 members 
Mstep: Class 14 contains 138913 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 191183 members 
Mstep: Class 18 contains 172135 members 
Mstep: Class 21 contains 40206 members 
Mstep: Class 23 contains 4864 members 
Entering Unmasked Estep 
Score: -144336016.000000 Penalty: 68977.492188
Splitting cluster 5 changes total score from -144336960.000000 to -144336016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (49376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Entering Unmasked Estep 
Score: -6444405.000000 Penalty: 2680.190430
	Iteration 0F: 2 clusters Score -6444405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -6411110.000000 Penalty: 5360.380859
	Iteration 0F: 3 clusters Score -6411110 nChanged 22885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -6423663.500000 Penalty: 5360.380859
	Iteration 1F: 3 clusters Score -6423664 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -6424007.000000 Penalty: 5360.380859
	Iteration 2Q: 3 clusters Score -6424007 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -6424363.500000 Penalty: 5360.380859
	Iteration 3Q: 3 clusters Score -6424364 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -6424716.000000 Penalty: 5360.380859
	Iteration 4Q: 3 clusters Score -6424716 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -6425155.500000 Penalty: 5360.380859
	Iteration 5Q: 3 clusters Score -6425156 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -6425677.500000 Penalty: 5360.380859
	Iteration 6Q: 3 clusters Score -6425678 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -6426619.500000 Penalty: 5360.380859
	Iteration 7Q: 3 clusters Score -6426620 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -6428138.500000 Penalty: 5360.380859
	Iteration 8F: 3 clusters Score -6428138 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -6430602.000000 Penalty: 5360.380859
	Iteration 9F: 3 clusters Score -6430602 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -6434012.000000 Penalty: 5360.380859
	Iteration 10F: 3 clusters Score -6434012 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -6437598.500000 Penalty: 5360.380859
	Iteration 11F: 3 clusters Score -6437598 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -6440054.500000 Penalty: 5360.380859
	Iteration 12F: 3 clusters Score -6440054 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -6441356.000000 Penalty: 5360.380859
	Iteration 13Q: 3 clusters Score -6441356 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6441851.500000 Penalty: 5360.380859
	Iteration 14Q: 3 clusters Score -6441852 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -6442040.500000 Penalty: 5360.380859
	Iteration 15Q: 3 clusters Score -6442040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -6442144.500000 Penalty: 5360.380859
	Iteration 16Q: 3 clusters Score -6442144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -6442174.500000 Penalty: 5360.380859
	Iteration 17Q: 3 clusters Score -6442174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -6442182.000000 Penalty: 5360.380859
	Iteration 18Q: 3 clusters Score -6442182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -6442193.500000 Penalty: 5360.380859
	Iteration 19Q: 3 clusters Score -6442194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -6442201.500000 Penalty: 5360.380859
	Iteration 20F: 3 clusters Score -6442202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -6442226.000000 Penalty: 5360.380859
	Iteration 21Q: 3 clusters Score -6442226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -6442242.000000 Penalty: 5360.380859
	Iteration 22Q: 3 clusters Score -6442242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -6442251.500000 Penalty: 5360.380859
	Iteration 23Q: 3 clusters Score -6442252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -6442252.500000 Penalty: 5360.380859
	Iteration 24Q: 3 clusters Score -6442252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -6442266.000000 Penalty: 5360.380859
	Iteration 25Q: 3 clusters Score -6442266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -6442256.500000 Penalty: 5360.380859
	Iteration 26Q: 3 clusters Score -6442256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -6442256.500000 Penalty: 5360.380859
	Iteration 27F: 3 clusters Score -6442256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -431966.625000 Penalty: 2007.178589
	Iteration 0F: 2 clusters Score -431966.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -428550.250000 Penalty: 4014.357178
	Iteration 0F: 3 clusters Score -428550.2 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -429384.781250 Penalty: 4014.357178
	Iteration 1F: 3 clusters Score -429384.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -429733.468750 Penalty: 4014.357178
	Iteration 2F: 3 clusters Score -429733.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -430122.843750 Penalty: 4014.357178
	Iteration 3F: 3 clusters Score -430122.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -430643.281250 Penalty: 4014.357178
	Iteration 4F: 3 clusters Score -430643.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -431289.156250 Penalty: 4014.357178
	Iteration 5F: 3 clusters Score -431289.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -432081.343750 Penalty: 4014.357178
	Iteration 6F: 3 clusters Score -432081.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -432613.656250 Penalty: 4014.357178
	Iteration 7F: 3 clusters Score -432613.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -432806.875000 Penalty: 4014.357178
	Iteration 8Q: 3 clusters Score -432806.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -432877.968750 Penalty: 4014.357178
	Iteration 9Q: 3 clusters Score -432878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -432895.687500 Penalty: 4014.357178
	Iteration 10Q: 3 clusters Score -432895.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -432900.062500 Penalty: 4014.357178
	Iteration 11Q: 3 clusters Score -432900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -432900.062500 Penalty: 4014.357178
	Iteration 12F: 3 clusters Score -432900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 42117 members 
Mstep: Class 3 contains 874 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 10124 members 
Mstep: Class 6 contains 49376 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 60371 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 182087 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 17908 members 
Mstep: Class 14 contains 138913 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 191183 members 
Mstep: Class 18 contains 172135 members 
Mstep: Class 21 contains 40206 members 
Mstep: Class 23 contains 4864 members 
Entering Unmasked Estep 
Score: -144336272.000000 Penalty: 68977.492188
Splitting cluster 7 changes total score from -144336960.000000 to -144336272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Entering Unmasked Estep 
Score: -8087710.500000 Penalty: 2730.049561
	Iteration 0F: 2 clusters Score -8087710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -8047031.500000 Penalty: 5460.099121
	Iteration 0F: 3 clusters Score -8047032 nChanged 28141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -8062731.000000 Penalty: 5460.099121
	Iteration 1F: 3 clusters Score -8062731 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -8063500.500000 Penalty: 5460.099121
	Iteration 2Q: 3 clusters Score -8063500 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -8064445.000000 Penalty: 5460.099121
	Iteration 3Q: 3 clusters Score -8064445 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -8065901.500000 Penalty: 5460.099121
	Iteration 4Q: 3 clusters Score -8065902 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -8068277.500000 Penalty: 5460.099121
	Iteration 5F: 3 clusters Score -8068278 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -8071937.000000 Penalty: 5460.099121
	Iteration 6F: 3 clusters Score -8071937 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -8076500.000000 Penalty: 5460.099121
	Iteration 7F: 3 clusters Score -8076500 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -8080692.500000 Penalty: 5460.099121
	Iteration 8F: 3 clusters Score -8080692 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -8082801.500000 Penalty: 5460.099121
	Iteration 9Q: 3 clusters Score -8082802 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -8083660.500000 Penalty: 5460.099121
	Iteration 10Q: 3 clusters Score -8083660 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -8083984.500000 Penalty: 5460.099121
	Iteration 11Q: 3 clusters Score -8083984 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -8084199.000000 Penalty: 5460.099121
	Iteration 12Q: 3 clusters Score -8084199 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -8084394.500000 Penalty: 5460.099121
	Iteration 13Q: 3 clusters Score -8084394 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -8084513.500000 Penalty: 5460.099121
	Iteration 14Q: 3 clusters Score -8084514 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -8084602.500000 Penalty: 5460.099121
	Iteration 15Q: 3 clusters Score -8084602 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -8084659.000000 Penalty: 5460.099121
	Iteration 16Q: 3 clusters Score -8084659 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -8084693.000000 Penalty: 5460.099121
	Iteration 17Q: 3 clusters Score -8084693 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -8084709.000000 Penalty: 5460.099121
	Iteration 18Q: 3 clusters Score -8084709 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -8084756.500000 Penalty: 5460.099121
	Iteration 19Q: 3 clusters Score -8084756 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -8084803.000000 Penalty: 5460.099121
	Iteration 20F: 3 clusters Score -8084803 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -8084834.500000 Penalty: 5460.099121
	Iteration 21Q: 3 clusters Score -8084834 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -8084871.500000 Penalty: 5460.099121
	Iteration 22Q: 3 clusters Score -8084872 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -8084944.500000 Penalty: 5460.099121
	Iteration 23Q: 3 clusters Score -8084944 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -8084972.000000 Penalty: 5460.099121
	Iteration 24Q: 3 clusters Score -8084972 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -8085005.000000 Penalty: 5460.099121
	Iteration 25Q: 3 clusters Score -8085005 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -8085041.500000 Penalty: 5460.099121
	Iteration 26Q: 3 clusters Score -8085042 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -8085101.000000 Penalty: 5460.099121
	Iteration 27Q: 3 clusters Score -8085101 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -8085135.500000 Penalty: 5460.099121
	Iteration 28Q: 3 clusters Score -8085136 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -8085183.500000 Penalty: 5460.099121
	Iteration 29Q: 3 clusters Score -8085184 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -8085219.000000 Penalty: 5460.099121
	Iteration 30Q: 3 clusters Score -8085219 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -8085237.500000 Penalty: 5460.099121
	Iteration 31Q: 3 clusters Score -8085238 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -8085272.500000 Penalty: 5460.099121
	Iteration 32Q: 3 clusters Score -8085272 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -8085286.500000 Penalty: 5460.099121
	Iteration 33Q: 3 clusters Score -8085286 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -8085317.000000 Penalty: 5460.099121
	Iteration 34Q: 3 clusters Score -8085317 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -8085311.000000 Penalty: 5460.099121
	Iteration 35Q: 3 clusters Score -8085311 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -8085333.500000 Penalty: 5460.099121
	Iteration 36Q: 3 clusters Score -8085334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -8085333.500000 Penalty: 5460.099121
	Iteration 37Q: 3 clusters Score -8085334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -8085357.000000 Penalty: 5460.099121
	Iteration 38Q: 3 clusters Score -8085357 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -8085387.500000 Penalty: 5460.099121
	Iteration 39Q: 3 clusters Score -8085388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -8085383.000000 Penalty: 5460.099121
	Iteration 40F: 3 clusters Score -8085383 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -8085402.000000 Penalty: 5460.099121
	Iteration 41Q: 3 clusters Score -8085402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -8085428.500000 Penalty: 5460.099121
	Iteration 42Q: 3 clusters Score -8085428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -8085408.500000 Penalty: 5460.099121
	Iteration 43Q: 3 clusters Score -8085408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -8085412.500000 Penalty: 5460.099121
	Iteration 44Q: 3 clusters Score -8085412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -8085449.500000 Penalty: 5460.099121
	Iteration 45Q: 3 clusters Score -8085450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -8085466.000000 Penalty: 5460.099121
	Iteration 46Q: 3 clusters Score -8085466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -8085476.500000 Penalty: 5460.099121
	Iteration 47Q: 3 clusters Score -8085476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -8085490.500000 Penalty: 5460.099121
	Iteration 48Q: 3 clusters Score -8085490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -8085491.500000 Penalty: 5460.099121
	Iteration 49Q: 3 clusters Score -8085492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -8085476.500000 Penalty: 5460.099121
	Iteration 50Q: 3 clusters Score -8085476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -8085485.000000 Penalty: 5460.099121
	Iteration 51Q: 3 clusters Score -8085485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -8085511.500000 Penalty: 5460.099121
	Iteration 52Q: 3 clusters Score -8085512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -8085508.000000 Penalty: 5460.099121
	Iteration 53Q: 3 clusters Score -8085508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -8085513.500000 Penalty: 5460.099121
	Iteration 54Q: 3 clusters Score -8085514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -8085519.500000 Penalty: 5460.099121
	Iteration 55Q: 3 clusters Score -8085520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -8085524.000000 Penalty: 5460.099121
	Iteration 56Q: 3 clusters Score -8085524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -8085539.500000 Penalty: 5460.099121
	Iteration 57Q: 3 clusters Score -8085540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -8085555.500000 Penalty: 5460.099121
	Iteration 58Q: 3 clusters Score -8085556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -8085557.000000 Penalty: 5460.099121
	Iteration 59Q: 3 clusters Score -8085557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -8085564.000000 Penalty: 5460.099121
	Iteration 60F: 3 clusters Score -8085564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -8085564.000000 Penalty: 5460.099121
	Iteration 61Q: 3 clusters Score -8085564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8085562.000000 Penalty: 5460.099121
	Iteration 62Q: 3 clusters Score -8085562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -8085556.000000 Penalty: 5460.099121
	Iteration 63Q: 3 clusters Score -8085556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -8085554.500000 Penalty: 5460.099121
	Iteration 64Q: 3 clusters Score -8085554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -8085577.000000 Penalty: 5460.099121
	Iteration 65Q: 3 clusters Score -8085577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -8085579.000000 Penalty: 5460.099121
	Iteration 66Q: 3 clusters Score -8085579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -8085579.000000 Penalty: 5460.099121
	Iteration 67Q: 3 clusters Score -8085579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -8085567.500000 Penalty: 5460.099121
	Iteration 68Q: 3 clusters Score -8085568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -8085571.000000 Penalty: 5460.099121
	Iteration 69Q: 3 clusters Score -8085571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -8085576.500000 Penalty: 5460.099121
	Iteration 70Q: 3 clusters Score -8085576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -8085567.000000 Penalty: 5460.099121
	Iteration 71Q: 3 clusters Score -8085567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -8085561.000000 Penalty: 5460.099121
	Iteration 72Q: 3 clusters Score -8085561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -8085567.500000 Penalty: 5460.099121
	Iteration 73Q: 3 clusters Score -8085568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -8085566.000000 Penalty: 5460.099121
	Iteration 74Q: 3 clusters Score -8085566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -8085567.500000 Penalty: 5460.099121
	Iteration 75Q: 3 clusters Score -8085568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -8085568.500000 Penalty: 5460.099121
	Iteration 76Q: 3 clusters Score -8085568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -8085568.000000 Penalty: 5460.099121
	Iteration 77Q: 3 clusters Score -8085568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -8085567.500000 Penalty: 5460.099121
	Iteration 78Q: 3 clusters Score -8085568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -8085561.000000 Penalty: 5460.099121
	Iteration 79Q: 3 clusters Score -8085561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -8085575.500000 Penalty: 5460.099121
	Iteration 80F: 3 clusters Score -8085576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -8085569.500000 Penalty: 5460.099121
	Iteration 81Q: 3 clusters Score -8085570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -8085574.500000 Penalty: 5460.099121
	Iteration 82Q: 3 clusters Score -8085574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -8085582.000000 Penalty: 5460.099121
	Iteration 83Q: 3 clusters Score -8085582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -8085575.000000 Penalty: 5460.099121
	Iteration 84Q: 3 clusters Score -8085575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -8085585.500000 Penalty: 5460.099121
	Iteration 85Q: 3 clusters Score -8085586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -8085581.000000 Penalty: 5460.099121
	Iteration 86Q: 3 clusters Score -8085581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -8085586.000000 Penalty: 5460.099121
	Iteration 87Q: 3 clusters Score -8085586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -8085586.000000 Penalty: 5460.099121
	Iteration 88F: 3 clusters Score -8085586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -88422.203125 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -88422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86792.773438 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -86792.77 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87304.453125 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -87304.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87506.117188 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -87506.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87689.710938 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -87689.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87983.218750 Penalty: 3290.778320
	Iteration 4F: 3 clusters Score -87983.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -88151.328125 Penalty: 3290.778320
	Iteration 5F: 3 clusters Score -88151.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88224.000000 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -88224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -88305.234375 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -88305.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -88398.468750 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -88398.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -88428.406250 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -88428.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -88436.554688 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -88436.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -88444.671875 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -88444.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -88456.992188 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -88456.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -88496.976562 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -88496.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -88594.632812 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -88594.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -88665.703125 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -88665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -88725.500000 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -88725.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -88740.187500 Penalty: 3290.778320
	Iteration 17F: 3 clusters Score -88740.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -88867.031250 Penalty: 3290.778320
	Iteration 18Q: 3 clusters Score -88867.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -89028.960938 Penalty: 3290.778320
	Iteration 19Q: 3 clusters Score -89028.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -89093.750000 Penalty: 3290.778320
	Iteration 20F: 3 clusters Score -89093.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -89098.117188 Penalty: 3290.778320
	Iteration 21Q: 3 clusters Score -89098.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -89098.117188 Penalty: 3290.778320
	Iteration 22F: 3 clusters Score -89098.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 42117 members 
Mstep: Class 3 contains 874 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 10124 members 
Mstep: Class 6 contains 49376 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 60371 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 182087 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 17908 members 
Mstep: Class 14 contains 138913 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 191183 members 
Mstep: Class 18 contains 172135 members 
Mstep: Class 21 contains 40206 members 
Mstep: Class 23 contains 4864 members 
Entering Unmasked Estep 
Score: -144335776.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144336960.000000 to -144335776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -468047.625000 Penalty: 2034.555176
	Iteration 0F: 2 clusters Score -468047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -464421.843750 Penalty: 4069.110352
	Iteration 0F: 3 clusters Score -464421.8 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -465252.187500 Penalty: 4069.110352
	Iteration 1F: 3 clusters Score -465252.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -465522.718750 Penalty: 4069.110352
	Iteration 2F: 3 clusters Score -465522.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -465759.312500 Penalty: 4069.110352
	Iteration 3F: 3 clusters Score -465759.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -465915.281250 Penalty: 4069.110352
	Iteration 4F: 3 clusters Score -465915.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -466048.781250 Penalty: 4069.110352
	Iteration 5Q: 3 clusters Score -466048.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -466165.625000 Penalty: 4069.110352
	Iteration 6Q: 3 clusters Score -466165.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -466250.875000 Penalty: 4069.110352
	Iteration 7Q: 3 clusters Score -466250.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -466310.625000 Penalty: 4069.110352
	Iteration 8Q: 3 clusters Score -466310.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -466364.500000 Penalty: 4069.110352
	Iteration 9Q: 3 clusters Score -466364.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -466401.812500 Penalty: 4069.110352
	Iteration 10Q: 3 clusters Score -466401.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -466433.656250 Penalty: 4069.110352
	Iteration 11Q: 3 clusters Score -466433.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -466470.281250 Penalty: 4069.110352
	Iteration 12Q: 3 clusters Score -466470.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -466508.156250 Penalty: 4069.110352
	Iteration 13Q: 3 clusters Score -466508.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -466547.687500 Penalty: 4069.110352
	Iteration 14Q: 3 clusters Score -466547.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -466568.093750 Penalty: 4069.110352
	Iteration 15Q: 3 clusters Score -466568.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -466580.531250 Penalty: 4069.110352
	Iteration 16Q: 3 clusters Score -466580.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -466591.156250 Penalty: 4069.110352
	Iteration 17Q: 3 clusters Score -466591.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -466604.187500 Penalty: 4069.110352
	Iteration 18Q: 3 clusters Score -466604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -466609.437500 Penalty: 4069.110352
	Iteration 19Q: 3 clusters Score -466609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -466613.875000 Penalty: 4069.110352
	Iteration 20F: 3 clusters Score -466613.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -466617.500000 Penalty: 4069.110352
	Iteration 21Q: 3 clusters Score -466617.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -466619.875000 Penalty: 4069.110352
	Iteration 22Q: 3 clusters Score -466619.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -466621.687500 Penalty: 4069.110352
	Iteration 23Q: 3 clusters Score -466621.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -466623.312500 Penalty: 4069.110352
	Iteration 24Q: 3 clusters Score -466623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -466625.406250 Penalty: 4069.110352
	Iteration 25Q: 3 clusters Score -466625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -466626.312500 Penalty: 4069.110352
	Iteration 26Q: 3 clusters Score -466626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -466627.375000 Penalty: 4069.110352
	Iteration 27Q: 3 clusters Score -466627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -466627.375000 Penalty: 4069.110352
	Iteration 28F: 3 clusters Score -466627.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (182087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182087 members 
Entering Unmasked Estep 
Score: -24463888.000000 Penalty: 3003.835449
	Iteration 0F: 2 clusters Score -2.446389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -24346178.000000 Penalty: 6007.670898
	Iteration 0F: 3 clusters Score -2.434618e+07 nChanged 87344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -24397384.000000 Penalty: 6007.670898
	Iteration 1F: 3 clusters Score -2.439738e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99045 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -24399212.000000 Penalty: 6007.670898
	Iteration 2Q: 3 clusters Score -2.439921e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -24402198.000000 Penalty: 6007.670898
	Iteration 3Q: 3 clusters Score -2.44022e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110005 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -24407310.000000 Penalty: 6007.670898
	Iteration 4F: 3 clusters Score -2.440731e+07 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118630 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -24414494.000000 Penalty: 6007.670898
	Iteration 5F: 3 clusters Score -2.441449e+07 nChanged 13369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128995 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -24424412.000000 Penalty: 6007.670898
	Iteration 6F: 3 clusters Score -2.442441e+07 nChanged 13391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139862 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -24435118.000000 Penalty: 6007.670898
	Iteration 7F: 3 clusters Score -2.443512e+07 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149203 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -24444098.000000 Penalty: 6007.670898
	Iteration 8F: 3 clusters Score -2.44441e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156481 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -24450382.000000 Penalty: 6007.670898
	Iteration 9Q: 3 clusters Score -2.445038e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161957 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -24454940.000000 Penalty: 6007.670898
	Iteration 10Q: 3 clusters Score -2.445494e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165990 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -24457454.000000 Penalty: 6007.670898
	Iteration 11Q: 3 clusters Score -2.445745e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168879 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -24458866.000000 Penalty: 6007.670898
	Iteration 12Q: 3 clusters Score -2.445887e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171073 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -24459752.000000 Penalty: 6007.670898
	Iteration 13Q: 3 clusters Score -2.445975e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172859 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -24460322.000000 Penalty: 6007.670898
	Iteration 14Q: 3 clusters Score -2.446032e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174307 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -24460690.000000 Penalty: 6007.670898
	Iteration 15Q: 3 clusters Score -2.446069e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175507 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -24461096.000000 Penalty: 6007.670898
	Iteration 16Q: 3 clusters Score -2.44611e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176469 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -24461288.000000 Penalty: 6007.670898
	Iteration 17Q: 3 clusters Score -2.446129e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177192 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -24461428.000000 Penalty: 6007.670898
	Iteration 18Q: 3 clusters Score -2.446143e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177770 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -24461468.000000 Penalty: 6007.670898
	Iteration 19Q: 3 clusters Score -2.446147e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178284 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -24461536.000000 Penalty: 6007.670898
	Iteration 20F: 3 clusters Score -2.446154e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178699 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -24461562.000000 Penalty: 6007.670898
	Iteration 21Q: 3 clusters Score -2.446156e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179040 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -24461590.000000 Penalty: 6007.670898
	Iteration 22Q: 3 clusters Score -2.446159e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179312 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -24461586.000000 Penalty: 6007.670898
	Iteration 23Q: 3 clusters Score -2.446159e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -24461670.000000 Penalty: 6007.670898
	Iteration 24Q: 3 clusters Score -2.446167e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179694 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -24461642.000000 Penalty: 6007.670898
	Iteration 25Q: 3 clusters Score -2.446164e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179845 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -24461652.000000 Penalty: 6007.670898
	Iteration 26Q: 3 clusters Score -2.446165e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179964 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -24461684.000000 Penalty: 6007.670898
	Iteration 27Q: 3 clusters Score -2.446168e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180067 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -24461680.000000 Penalty: 6007.670898
	Iteration 28Q: 3 clusters Score -2.446168e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180173 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -24461736.000000 Penalty: 6007.670898
	Iteration 29Q: 3 clusters Score -2.446174e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180240 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -24461770.000000 Penalty: 6007.670898
	Iteration 30Q: 3 clusters Score -2.446177e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180296 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -24461776.000000 Penalty: 6007.670898
	Iteration 31Q: 3 clusters Score -2.446178e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180337 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -24461798.000000 Penalty: 6007.670898
	Iteration 32Q: 3 clusters Score -2.44618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180362 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -24461828.000000 Penalty: 6007.670898
	Iteration 33Q: 3 clusters Score -2.446183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180383 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -24461824.000000 Penalty: 6007.670898
	Iteration 34Q: 3 clusters Score -2.446182e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180408 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -24461830.000000 Penalty: 6007.670898
	Iteration 35Q: 3 clusters Score -2.446183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180435 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -24461830.000000 Penalty: 6007.670898
	Iteration 36Q: 3 clusters Score -2.446183e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180449 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -24461830.000000 Penalty: 6007.670898
	Iteration 37Q: 3 clusters Score -2.446183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180462 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -24461808.000000 Penalty: 6007.670898
	Iteration 38Q: 3 clusters Score -2.446181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180475 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -24461808.000000 Penalty: 6007.670898
	Iteration 39Q: 3 clusters Score -2.446181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180488 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -24461810.000000 Penalty: 6007.670898
	Iteration 40F: 3 clusters Score -2.446181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180497 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -24461814.000000 Penalty: 6007.670898
	Iteration 41Q: 3 clusters Score -2.446181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180505 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24461828.000000 Penalty: 6007.670898
	Iteration 42Q: 3 clusters Score -2.446183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180509 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -24461822.000000 Penalty: 6007.670898
	Iteration 43Q: 3 clusters Score -2.446182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180513 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -24461848.000000 Penalty: 6007.670898
	Iteration 44Q: 3 clusters Score -2.446185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180522 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -24461838.000000 Penalty: 6007.670898
	Iteration 45Q: 3 clusters Score -2.446184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180528 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -24461828.000000 Penalty: 6007.670898
	Iteration 46Q: 3 clusters Score -2.446183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180534 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -24461850.000000 Penalty: 6007.670898
	Iteration 47Q: 3 clusters Score -2.446185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180542 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -24461838.000000 Penalty: 6007.670898
	Iteration 48Q: 3 clusters Score -2.446184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180547 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -24461846.000000 Penalty: 6007.670898
	Iteration 49Q: 3 clusters Score -2.446185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180551 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -24461836.000000 Penalty: 6007.670898
	Iteration 50Q: 3 clusters Score -2.446184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180557 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -24461832.000000 Penalty: 6007.670898
	Iteration 51Q: 3 clusters Score -2.446183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180565 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -24461838.000000 Penalty: 6007.670898
	Iteration 52Q: 3 clusters Score -2.446184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180574 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -24461830.000000 Penalty: 6007.670898
	Iteration 53Q: 3 clusters Score -2.446183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180582 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -24461830.000000 Penalty: 6007.670898
	Iteration 54Q: 3 clusters Score -2.446183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180586 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -24461846.000000 Penalty: 6007.670898
	Iteration 55Q: 3 clusters Score -2.446185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180589 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -24461834.000000 Penalty: 6007.670898
	Iteration 56Q: 3 clusters Score -2.446183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180590 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -24461832.000000 Penalty: 6007.670898
	Iteration 57Q: 3 clusters Score -2.446183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180591 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -24461814.000000 Penalty: 6007.670898
	Iteration 58Q: 3 clusters Score -2.446181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180590 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -24461828.000000 Penalty: 6007.670898
	Iteration 59Q: 3 clusters Score -2.446183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180591 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -24461830.000000 Penalty: 6007.670898
	Iteration 60F: 3 clusters Score -2.446183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180593 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -24461822.000000 Penalty: 6007.670898
	Iteration 61Q: 3 clusters Score -2.446182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180595 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -24461822.000000 Penalty: 6007.670898
	Iteration 62Q: 3 clusters Score -2.446182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180595 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -24461822.000000 Penalty: 6007.670898
	Iteration 63F: 3 clusters Score -2.446182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -268103.312500 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -268103.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -265411.562500 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -265411.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -266626.781250 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -266626.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -267937.937500 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -267937.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -269455.500000 Penalty: 3820.467773
	Iteration 3F: 3 clusters Score -269455.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -270181.625000 Penalty: 3820.467773
	Iteration 4F: 3 clusters Score -270181.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -270696.562500 Penalty: 3820.467773
	Iteration 5F: 3 clusters Score -270696.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -271079.531250 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -271079.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -271527.312500 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -271527.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -271586.187500 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -271586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -271590.500000 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -271590.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271594.906250 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -271594.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271594.906250 Penalty: 3820.467773
	Iteration 11F: 3 clusters Score -271594.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 42117 members 
Mstep: Class 3 contains 874 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 10124 members 
Mstep: Class 6 contains 49376 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 60371 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 182087 members 
Mstep: Class 12 contains 914 members 
Mstep: Class 13 contains 17908 members 
Mstep: Class 14 contains 138913 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 191183 members 
Mstep: Class 18 contains 172135 members 
Mstep: Class 21 contains 40206 members 
Mstep: Class 23 contains 4864 members 
Entering Unmasked Estep 
Score: -144338832.000000 Penalty: 68977.492188
Splitting cluster 12 changes total score from -144336960.000000 to -144338832.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 13 (17908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Entering Unmasked Estep 
Score: -2392287.750000 Penalty: 2428.664795
	Iteration 0F: 2 clusters Score -2392288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2379501.750000 Penalty: 4857.329590
	Iteration 0F: 3 clusters Score -2379502 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2383590.500000 Penalty: 4857.329590
	Iteration 1F: 3 clusters Score -2383590 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2383950.000000 Penalty: 4857.329590
	Iteration 2F: 3 clusters Score -2383950 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2384213.000000 Penalty: 4857.329590
	Iteration 3Q: 3 clusters Score -2384213 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2384459.000000 Penalty: 4857.329590
	Iteration 4Q: 3 clusters Score -2384459 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2384808.500000 Penalty: 4857.329590
	Iteration 5Q: 3 clusters Score -2384808 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2385234.500000 Penalty: 4857.329590
	Iteration 6Q: 3 clusters Score -2385234 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2385780.500000 Penalty: 4857.329590
	Iteration 7F: 3 clusters Score -2385780 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2386400.250000 Penalty: 4857.329590
	Iteration 8F: 3 clusters Score -2386400 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2387078.000000 Penalty: 4857.329590
	Iteration 9F: 3 clusters Score -2387078 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2387783.250000 Penalty: 4857.329590
	Iteration 10Q: 3 clusters Score -2387783 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2388428.750000 Penalty: 4857.329590
	Iteration 11Q: 3 clusters Score -2388429 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2388991.250000 Penalty: 4857.329590
	Iteration 12Q: 3 clusters Score -2388991 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2389459.000000 Penalty: 4857.329590
	Iteration 13Q: 3 clusters Score -2389459 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2389751.750000 Penalty: 4857.329590
	Iteration 14Q: 3 clusters Score -2389752 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2389902.500000 Penalty: 4857.329590
	Iteration 15Q: 3 clusters Score -2389902 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2390008.500000 Penalty: 4857.329590
	Iteration 16Q: 3 clusters Score -2390008 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2390071.000000 Penalty: 4857.329590
	Iteration 17Q: 3 clusters Score -2390071 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2390118.500000 Penalty: 4857.329590
	Iteration 18Q: 3 clusters Score -2390118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2390155.750000 Penalty: 4857.329590
	Iteration 19Q: 3 clusters Score -2390156 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2390189.750000 Penalty: 4857.329590
	Iteration 20F: 3 clusters Score -2390190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2390223.000000 Penalty: 4857.329590
	Iteration 21Q: 3 clusters Score -2390223 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2390236.500000 Penalty: 4857.329590
	Iteration 22Q: 3 clusters Score -2390236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2390252.250000 Penalty: 4857.329590
	Iteration 23Q: 3 clusters Score -2390252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2390258.000000 Penalty: 4857.329590
	Iteration 24Q: 3 clusters Score -2390258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2390264.500000 Penalty: 4857.329590
	Iteration 25Q: 3 clusters Score -2390264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2390272.750000 Penalty: 4857.329590
	Iteration 26Q: 3 clusters Score -2390273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2390278.750000 Penalty: 4857.329590
	Iteration 27Q: 3 clusters Score -2390279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2390280.750000 Penalty: 4857.329590
	Iteration 28Q: 3 clusters Score -2390281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2390278.750000 Penalty: 4857.329590
	Iteration 29Q: 3 clusters Score -2390279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2390281.500000 Penalty: 4857.329590
	Iteration 30Q: 3 clusters Score -2390282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2390284.250000 Penalty: 4857.329590
	Iteration 31Q: 3 clusters Score -2390284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2390287.000000 Penalty: 4857.329590
	Iteration 32Q: 3 clusters Score -2390287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2390288.000000 Penalty: 4857.329590
	Iteration 33Q: 3 clusters Score -2390288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2390289.750000 Penalty: 4857.329590
	Iteration 34Q: 3 clusters Score -2390290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2390291.000000 Penalty: 4857.329590
	Iteration 35Q: 3 clusters Score -2390291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2390290.250000 Penalty: 4857.329590
	Iteration 36Q: 3 clusters Score -2390290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2390290.250000 Penalty: 4857.329590
	Iteration 37Q: 3 clusters Score -2390290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2390290.500000 Penalty: 4857.329590
	Iteration 38Q: 3 clusters Score -2390290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2390290.500000 Penalty: 4857.329590
	Iteration 39F: 3 clusters Score -2390290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (138913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138913 members 
Entering Unmasked Estep 
Score: -18668990.000000 Penalty: 2936.717529
	Iteration 0F: 2 clusters Score -1.866899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -18576116.000000 Penalty: 5873.435059
	Iteration 0F: 3 clusters Score -1.857612e+07 nChanged 66100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -18614514.000000 Penalty: 5873.435059
	Iteration 1F: 3 clusters Score -1.861451e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74709 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -18615790.000000 Penalty: 5873.435059
	Iteration 2Q: 3 clusters Score -1.861579e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -18617772.000000 Penalty: 5873.435059
	Iteration 3Q: 3 clusters Score -1.861777e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -18620678.000000 Penalty: 5873.435059
	Iteration 4Q: 3 clusters Score -1.862068e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -18625390.000000 Penalty: 5873.435059
	Iteration 5F: 3 clusters Score -1.862539e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95288 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -18631610.000000 Penalty: 5873.435059
	Iteration 6F: 3 clusters Score -1.863161e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -18638974.000000 Penalty: 5873.435059
	Iteration 7F: 3 clusters Score -1.863897e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110919 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -18646170.000000 Penalty: 5873.435059
	Iteration 8F: 3 clusters Score -1.864617e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117185 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -18651770.000000 Penalty: 5873.435059
	Iteration 9F: 3 clusters Score -1.865177e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122155 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -18655718.000000 Penalty: 5873.435059
	Iteration 10Q: 3 clusters Score -1.865572e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126088 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -18658672.000000 Penalty: 5873.435059
	Iteration 11Q: 3 clusters Score -1.865867e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129305 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -18660884.000000 Penalty: 5873.435059
	Iteration 12Q: 3 clusters Score -1.866088e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -18662506.000000 Penalty: 5873.435059
	Iteration 13Q: 3 clusters Score -1.866251e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -18663714.000000 Penalty: 5873.435059
	Iteration 14Q: 3 clusters Score -1.866371e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135288 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -18664610.000000 Penalty: 5873.435059
	Iteration 15Q: 3 clusters Score -1.866461e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136304 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -18665192.000000 Penalty: 5873.435059
	Iteration 16Q: 3 clusters Score -1.866519e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136969 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -18665634.000000 Penalty: 5873.435059
	Iteration 17Q: 3 clusters Score -1.866563e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137377 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -18665894.000000 Penalty: 5873.435059
	Iteration 18Q: 3 clusters Score -1.866589e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137621 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -18666050.000000 Penalty: 5873.435059
	Iteration 19Q: 3 clusters Score -1.866605e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137775 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -18666164.000000 Penalty: 5873.435059
	Iteration 20F: 3 clusters Score -1.866616e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137880 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -18666238.000000 Penalty: 5873.435059
	Iteration 21Q: 3 clusters Score -1.866624e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137954 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18666316.000000 Penalty: 5873.435059
	Iteration 22Q: 3 clusters Score -1.866632e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138011 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -18666352.000000 Penalty: 5873.435059
	Iteration 23Q: 3 clusters Score -1.866635e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138049 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -18666374.000000 Penalty: 5873.435059
	Iteration 24Q: 3 clusters Score -1.866637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138085 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -18666388.000000 Penalty: 5873.435059
	Iteration 25Q: 3 clusters Score -1.866639e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138112 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -18666396.000000 Penalty: 5873.435059
	Iteration 26Q: 3 clusters Score -1.86664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138129 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -18666392.000000 Penalty: 5873.435059
	Iteration 27Q: 3 clusters Score -1.866639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138139 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -18666418.000000 Penalty: 5873.435059
	Iteration 28Q: 3 clusters Score -1.866642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138151 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -18666450.000000 Penalty: 5873.435059
	Iteration 29Q: 3 clusters Score -1.866645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138158 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -18666456.000000 Penalty: 5873.435059
	Iteration 30Q: 3 clusters Score -1.866646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138167 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -18666468.000000 Penalty: 5873.435059
	Iteration 31Q: 3 clusters Score -1.866647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138174 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -18666462.000000 Penalty: 5873.435059
	Iteration 32Q: 3 clusters Score -1.866646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138182 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -18666458.000000 Penalty: 5873.435059
	Iteration 33Q: 3 clusters Score -1.866646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138189 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -18666462.000000 Penalty: 5873.435059
	Iteration 34Q: 3 clusters Score -1.866646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138191 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18666460.000000 Penalty: 5873.435059
	Iteration 35Q: 3 clusters Score -1.866646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138193 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -18666464.000000 Penalty: 5873.435059
	Iteration 36Q: 3 clusters Score -1.866646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138201 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -18666474.000000 Penalty: 5873.435059
	Iteration 37Q: 3 clusters Score -1.866647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138208 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -18666484.000000 Penalty: 5873.435059
	Iteration 38Q: 3 clusters Score -1.866648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138212 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -18666500.000000 Penalty: 5873.435059
	Iteration 39Q: 3 clusters Score -1.86665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138219 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18666494.000000 Penalty: 5873.435059
	Iteration 40F: 3 clusters Score -1.866649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18666494.000000 Penalty: 5873.435059
	Iteration 41Q: 3 clusters Score -1.866649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138229 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -18666504.000000 Penalty: 5873.435059
	Iteration 42Q: 3 clusters Score -1.86665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138232 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -18666510.000000 Penalty: 5873.435059
	Iteration 43Q: 3 clusters Score -1.866651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138234 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -18666512.000000 Penalty: 5873.435059
	Iteration 44Q: 3 clusters Score -1.866651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138235 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -18666506.000000 Penalty: 5873.435059
	Iteration 45Q: 3 clusters Score -1.866651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138236 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18666510.000000 Penalty: 5873.435059
	Iteration 46Q: 3 clusters Score -1.866651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138236 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18666510.000000 Penalty: 5873.435059
	Iteration 47F: 3 clusters Score -1.866651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Entering Unmasked Estep 
Score: -387114.812500 Penalty: 1967.936890
	Iteration 0F: 2 clusters Score -387114.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -383957.250000 Penalty: 3935.873779
	Iteration 0F: 3 clusters Score -383957.2 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -384554.781250 Penalty: 3935.873779
	Iteration 1F: 3 clusters Score -384554.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -384682.812500 Penalty: 3935.873779
	Iteration 2F: 3 clusters Score -384682.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -384764.218750 Penalty: 3935.873779
	Iteration 3Q: 3 clusters Score -384764.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -384814.312500 Penalty: 3935.873779
	Iteration 4Q: 3 clusters Score -384814.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -384851.843750 Penalty: 3935.873779
	Iteration 5Q: 3 clusters Score -384851.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -384875.125000 Penalty: 3935.873779
	Iteration 6Q: 3 clusters Score -384875.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -384889.875000 Penalty: 3935.873779
	Iteration 7Q: 3 clusters Score -384889.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -384905.031250 Penalty: 3935.873779
	Iteration 8Q: 3 clusters Score -384905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -384917.562500 Penalty: 3935.873779
	Iteration 9Q: 3 clusters Score -384917.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -384924.437500 Penalty: 3935.873779
	Iteration 10Q: 3 clusters Score -384924.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -384931.781250 Penalty: 3935.873779
	Iteration 11Q: 3 clusters Score -384931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -384933.468750 Penalty: 3935.873779
	Iteration 12Q: 3 clusters Score -384933.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -384934.906250 Penalty: 3935.873779
	Iteration 13Q: 3 clusters Score -384934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -384937.000000 Penalty: 3935.873779
	Iteration 14Q: 3 clusters Score -384937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -384941.343750 Penalty: 3935.873779
	Iteration 15Q: 3 clusters Score -384941.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -384943.593750 Penalty: 3935.873779
	Iteration 16Q: 3 clusters Score -384943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -384945.937500 Penalty: 3935.873779
	Iteration 17Q: 3 clusters Score -384945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -384946.968750 Penalty: 3935.873779
	Iteration 18Q: 3 clusters Score -384947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -384948.906250 Penalty: 3935.873779
	Iteration 19Q: 3 clusters Score -384948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -384949.875000 Penalty: 3935.873779
	Iteration 20F: 3 clusters Score -384949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -384951.156250 Penalty: 3935.873779
	Iteration 21Q: 3 clusters Score -384951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -384951.468750 Penalty: 3935.873779
	Iteration 22Q: 3 clusters Score -384951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -384952.656250 Penalty: 3935.873779
	Iteration 23Q: 3 clusters Score -384952.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -384952.656250 Penalty: 3935.873779
	Iteration 24F: 3 clusters Score -384952.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (191183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191183 members 
Entering Unmasked Estep 
Score: -25589442.000000 Penalty: 3015.924561
	Iteration 0F: 2 clusters Score -2.558944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 95725 members 
Entering Unmasked Estep 
Score: -25465528.000000 Penalty: 6031.849121
	Iteration 0F: 3 clusters Score -2.546553e+07 nChanged 91554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 99161 members 
Entering Unmasked Estep 
Score: -25518990.000000 Penalty: 6031.849121
	Iteration 1F: 3 clusters Score -2.551899e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 101713 members 
Entering Unmasked Estep 
Score: -25520436.000000 Penalty: 6031.849121
	Iteration 2Q: 3 clusters Score -2.552044e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85463 members 
Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -25522614.000000 Penalty: 6031.849121
	Iteration 3Q: 3 clusters Score -2.552261e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 111727 members 
Entering Unmasked Estep 
Score: -25525770.000000 Penalty: 6031.849121
	Iteration 4Q: 3 clusters Score -2.552577e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 120120 members 
Entering Unmasked Estep 
Score: -25530990.000000 Penalty: 6031.849121
	Iteration 5F: 3 clusters Score -2.553099e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 131183 members 
Entering Unmasked Estep 
Score: -25539246.000000 Penalty: 6031.849121
	Iteration 6F: 3 clusters Score -2.553925e+07 nChanged 13674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 144113 members 
Entering Unmasked Estep 
Score: -25549660.000000 Penalty: 6031.849121
	Iteration 7F: 3 clusters Score -2.554966e+07 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 157557 members 
Entering Unmasked Estep 
Score: -25561258.000000 Penalty: 6031.849121
	Iteration 8F: 3 clusters Score -2.556126e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 169505 members 
Entering Unmasked Estep 
Score: -25571152.000000 Penalty: 6031.849121
	Iteration 9F: 3 clusters Score -2.557115e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 178274 members 
Entering Unmasked Estep 
Score: -25578192.000000 Penalty: 6031.849121
	Iteration 10Q: 3 clusters Score -2.557819e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 183586 members 
Entering Unmasked Estep 
Score: -25582118.000000 Penalty: 6031.849121
	Iteration 11Q: 3 clusters Score -2.558212e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 186637 members 
Entering Unmasked Estep 
Score: -25584174.000000 Penalty: 6031.849121
	Iteration 12Q: 3 clusters Score -2.558417e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 188311 members 
Entering Unmasked Estep 
Score: -25585248.000000 Penalty: 6031.849121
	Iteration 13Q: 3 clusters Score -2.558525e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 189223 members 
Entering Unmasked Estep 
Score: -25585858.000000 Penalty: 6031.849121
	Iteration 14Q: 3 clusters Score -2.558586e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 189728 members 
Entering Unmasked Estep 
Score: -25586166.000000 Penalty: 6031.849121
	Iteration 15Q: 3 clusters Score -2.558617e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -25586420.000000 Penalty: 6031.849121
	Iteration 16Q: 3 clusters Score -2.558642e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 190189 members 
Entering Unmasked Estep 
Score: -25586510.000000 Penalty: 6031.849121
	Iteration 17Q: 3 clusters Score -2.558651e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 190289 members 
Entering Unmasked Estep 
Score: -25586572.000000 Penalty: 6031.849121
	Iteration 18Q: 3 clusters Score -2.558657e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 190361 members 
Entering Unmasked Estep 
Score: -25586602.000000 Penalty: 6031.849121
	Iteration 19Q: 3 clusters Score -2.55866e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 190407 members 
Entering Unmasked Estep 
Score: -25586684.000000 Penalty: 6031.849121
	Iteration 20F: 3 clusters Score -2.558668e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 190441 members 
Entering Unmasked Estep 
Score: -25586714.000000 Penalty: 6031.849121
	Iteration 21Q: 3 clusters Score -2.558671e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 190458 members 
Entering Unmasked Estep 
Score: -25586720.000000 Penalty: 6031.849121
	Iteration 22Q: 3 clusters Score -2.558672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 190476 members 
Entering Unmasked Estep 
Score: -25586744.000000 Penalty: 6031.849121
	Iteration 23Q: 3 clusters Score -2.558674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 190491 members 
Entering Unmasked Estep 
Score: -25586794.000000 Penalty: 6031.849121
	Iteration 24Q: 3 clusters Score -2.558679e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 190500 members 
Entering Unmasked Estep 
Score: -25586812.000000 Penalty: 6031.849121
	Iteration 25Q: 3 clusters Score -2.558681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 190512 members 
Entering Unmasked Estep 
Score: -25586814.000000 Penalty: 6031.849121
	Iteration 26Q: 3 clusters Score -2.558681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 190524 members 
Entering Unmasked Estep 
Score: -25586826.000000 Penalty: 6031.849121
	Iteration 27Q: 3 clusters Score -2.558683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 190541 members 
Entering Unmasked Estep 
Score: -25586846.000000 Penalty: 6031.849121
	Iteration 28Q: 3 clusters Score -2.558685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 190554 members 
Entering Unmasked Estep 
Score: -25586866.000000 Penalty: 6031.849121
	Iteration 29Q: 3 clusters Score -2.558687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 190565 members 
Entering Unmasked Estep 
Score: -25586872.000000 Penalty: 6031.849121
	Iteration 30Q: 3 clusters Score -2.558687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 190572 members 
Entering Unmasked Estep 
Score: -25586870.000000 Penalty: 6031.849121
	Iteration 31Q: 3 clusters Score -2.558687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 190575 members 
Entering Unmasked Estep 
Score: -25586882.000000 Penalty: 6031.849121
	Iteration 32Q: 3 clusters Score -2.558688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 190585 members 
Entering Unmasked Estep 
Score: -25586894.000000 Penalty: 6031.849121
	Iteration 33Q: 3 clusters Score -2.558689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 190592 members 
Entering Unmasked Estep 
Score: -25586874.000000 Penalty: 6031.849121
	Iteration 34Q: 3 clusters Score -2.558687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 190594 members 
Entering Unmasked Estep 
Score: -25586894.000000 Penalty: 6031.849121
	Iteration 35Q: 3 clusters Score -2.558689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 190598 members 
Entering Unmasked Estep 
Score: -25586886.000000 Penalty: 6031.849121
	Iteration 36Q: 3 clusters Score -2.558689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 190600 members 
Entering Unmasked Estep 
Score: -25586888.000000 Penalty: 6031.849121
	Iteration 37Q: 3 clusters Score -2.558689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 190604 members 
Entering Unmasked Estep 
Score: -25586886.000000 Penalty: 6031.849121
	Iteration 38Q: 3 clusters Score -2.558689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 190603 members 
Entering Unmasked Estep 
Score: -25586888.000000 Penalty: 6031.849121
	Iteration 39Q: 3 clusters Score -2.558689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 190603 members 
Entering Unmasked Estep 
Score: -25586888.000000 Penalty: 6031.849121
	Iteration 40F: 3 clusters Score -2.558689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (172135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172135 members 
Entering Unmasked Estep 
Score: -23213474.000000 Penalty: 2989.896484
	Iteration 0F: 2 clusters Score -2.321347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -23102826.000000 Penalty: 5979.792969
	Iteration 0F: 3 clusters Score -2.310283e+07 nChanged 82373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -23151380.000000 Penalty: 5979.792969
	Iteration 1F: 3 clusters Score -2.315138e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 80619 members 
Entering Unmasked Estep 
Score: -23153750.000000 Penalty: 5979.792969
	Iteration 2Q: 3 clusters Score -2.315375e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -23157676.000000 Penalty: 5979.792969
	Iteration 3Q: 3 clusters Score -2.315768e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100929 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -23163158.000000 Penalty: 5979.792969
	Iteration 4F: 3 clusters Score -2.316316e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -23170750.000000 Penalty: 5979.792969
	Iteration 5F: 3 clusters Score -2.317075e+07 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -23179322.000000 Penalty: 5979.792969
	Iteration 6F: 3 clusters Score -2.317932e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123951 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -23188236.000000 Penalty: 5979.792969
	Iteration 7F: 3 clusters Score -2.318824e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130920 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -23195462.000000 Penalty: 5979.792969
	Iteration 8F: 3 clusters Score -2.319546e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136282 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -23200698.000000 Penalty: 5979.792969
	Iteration 9Q: 3 clusters Score -2.32007e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140053 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -23204068.000000 Penalty: 5979.792969
	Iteration 10Q: 3 clusters Score -2.320407e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142976 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -23205912.000000 Penalty: 5979.792969
	Iteration 11Q: 3 clusters Score -2.320591e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145529 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -23207208.000000 Penalty: 5979.792969
	Iteration 12Q: 3 clusters Score -2.320721e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147810 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -23208242.000000 Penalty: 5979.792969
	Iteration 13Q: 3 clusters Score -2.320824e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149901 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -23209228.000000 Penalty: 5979.792969
	Iteration 14Q: 3 clusters Score -2.320923e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151801 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -23209940.000000 Penalty: 5979.792969
	Iteration 15Q: 3 clusters Score -2.320994e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153576 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -23210580.000000 Penalty: 5979.792969
	Iteration 16Q: 3 clusters Score -2.321058e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155205 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -23211152.000000 Penalty: 5979.792969
	Iteration 17Q: 3 clusters Score -2.321115e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156769 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -23211574.000000 Penalty: 5979.792969
	Iteration 18Q: 3 clusters Score -2.321157e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158279 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -23212100.000000 Penalty: 5979.792969
	Iteration 19Q: 3 clusters Score -2.32121e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -23212452.000000 Penalty: 5979.792969
	Iteration 20F: 3 clusters Score -2.321245e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161147 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -23212872.000000 Penalty: 5979.792969
	Iteration 21Q: 3 clusters Score -2.321287e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162497 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -23212924.000000 Penalty: 5979.792969
	Iteration 22Q: 3 clusters Score -2.321292e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163752 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -23212958.000000 Penalty: 5979.792969
	Iteration 23Q: 3 clusters Score -2.321296e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164849 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -23213012.000000 Penalty: 5979.792969
	Iteration 24Q: 3 clusters Score -2.321301e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165749 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -23213020.000000 Penalty: 5979.792969
	Iteration 25Q: 3 clusters Score -2.321302e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166608 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -23212938.000000 Penalty: 5979.792969
	Iteration 26Q: 3 clusters Score -2.321294e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167302 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -23212884.000000 Penalty: 5979.792969
	Iteration 27Q: 3 clusters Score -2.321288e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167914 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -23212736.000000 Penalty: 5979.792969
	Iteration 28Q: 3 clusters Score -2.321274e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168411 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -23212640.000000 Penalty: 5979.792969
	Iteration 29Q: 3 clusters Score -2.321264e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168793 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -23212566.000000 Penalty: 5979.792969
	Iteration 30Q: 3 clusters Score -2.321257e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169107 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -23212516.000000 Penalty: 5979.792969
	Iteration 31Q: 3 clusters Score -2.321252e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169363 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -23212428.000000 Penalty: 5979.792969
	Iteration 32Q: 3 clusters Score -2.321243e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169572 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -23212352.000000 Penalty: 5979.792969
	Iteration 33Q: 3 clusters Score -2.321235e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169737 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -23212322.000000 Penalty: 5979.792969
	Iteration 34Q: 3 clusters Score -2.321232e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169875 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -23212304.000000 Penalty: 5979.792969
	Iteration 35Q: 3 clusters Score -2.32123e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169976 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23212274.000000 Penalty: 5979.792969
	Iteration 36Q: 3 clusters Score -2.321227e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170062 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -23212292.000000 Penalty: 5979.792969
	Iteration 37Q: 3 clusters Score -2.321229e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170116 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -23212260.000000 Penalty: 5979.792969
	Iteration 38Q: 3 clusters Score -2.321226e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170176 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -23212260.000000 Penalty: 5979.792969
	Iteration 39Q: 3 clusters Score -2.321226e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170223 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -23212216.000000 Penalty: 5979.792969
	Iteration 40F: 3 clusters Score -2.321222e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170275 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -23212198.000000 Penalty: 5979.792969
	Iteration 41Q: 3 clusters Score -2.32122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170331 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23212186.000000 Penalty: 5979.792969
	Iteration 42Q: 3 clusters Score -2.321219e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170380 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -23212196.000000 Penalty: 5979.792969
	Iteration 43Q: 3 clusters Score -2.32122e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -23212198.000000 Penalty: 5979.792969
	Iteration 44Q: 3 clusters Score -2.32122e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170471 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -23212220.000000 Penalty: 5979.792969
	Iteration 45Q: 3 clusters Score -2.321222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170509 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -23212210.000000 Penalty: 5979.792969
	Iteration 46Q: 3 clusters Score -2.321221e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170547 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -23212202.000000 Penalty: 5979.792969
	Iteration 47Q: 3 clusters Score -2.32122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170572 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -23212198.000000 Penalty: 5979.792969
	Iteration 48Q: 3 clusters Score -2.32122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -23212196.000000 Penalty: 5979.792969
	Iteration 49Q: 3 clusters Score -2.32122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -23212186.000000 Penalty: 5979.792969
	Iteration 50Q: 3 clusters Score -2.321219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -23212176.000000 Penalty: 5979.792969
	Iteration 51Q: 3 clusters Score -2.321218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170623 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -23212168.000000 Penalty: 5979.792969
	Iteration 52Q: 3 clusters Score -2.321217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170641 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -23212150.000000 Penalty: 5979.792969
	Iteration 53Q: 3 clusters Score -2.321215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170650 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -23212154.000000 Penalty: 5979.792969
	Iteration 54Q: 3 clusters Score -2.321215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170653 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -23212158.000000 Penalty: 5979.792969
	Iteration 55Q: 3 clusters Score -2.321216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170662 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -23212154.000000 Penalty: 5979.792969
	Iteration 56Q: 3 clusters Score -2.321215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170670 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -23212138.000000 Penalty: 5979.792969
	Iteration 57Q: 3 clusters Score -2.321214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170673 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -23212134.000000 Penalty: 5979.792969
	Iteration 58Q: 3 clusters Score -2.321213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170678 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -23212130.000000 Penalty: 5979.792969
	Iteration 59Q: 3 clusters Score -2.321213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170681 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -23212136.000000 Penalty: 5979.792969
	Iteration 60F: 3 clusters Score -2.321214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170683 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23212146.000000 Penalty: 5979.792969
	Iteration 61Q: 3 clusters Score -2.321215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -23212136.000000 Penalty: 5979.792969
	Iteration 62Q: 3 clusters Score -2.321214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170688 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -23212142.000000 Penalty: 5979.792969
	Iteration 63Q: 3 clusters Score -2.321214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170689 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -23212128.000000 Penalty: 5979.792969
	Iteration 64Q: 3 clusters Score -2.321213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170690 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -23212128.000000 Penalty: 5979.792969
	Iteration 65Q: 3 clusters Score -2.321213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170692 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -23212140.000000 Penalty: 5979.792969
	Iteration 66Q: 3 clusters Score -2.321214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170694 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -23212132.000000 Penalty: 5979.792969
	Iteration 67Q: 3 clusters Score -2.321213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170697 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23212148.000000 Penalty: 5979.792969
	Iteration 68Q: 3 clusters Score -2.321215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170704 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -23212150.000000 Penalty: 5979.792969
	Iteration 69Q: 3 clusters Score -2.321215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170711 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -23212148.000000 Penalty: 5979.792969
	Iteration 70Q: 3 clusters Score -2.321215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170716 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -23212140.000000 Penalty: 5979.792969
	Iteration 71Q: 3 clusters Score -2.321214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170721 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -23212144.000000 Penalty: 5979.792969
	Iteration 72Q: 3 clusters Score -2.321214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170728 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -23212132.000000 Penalty: 5979.792969
	Iteration 73Q: 3 clusters Score -2.321213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170729 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -23212134.000000 Penalty: 5979.792969
	Iteration 74Q: 3 clusters Score -2.321213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170732 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -23212150.000000 Penalty: 5979.792969
	Iteration 75Q: 3 clusters Score -2.321215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170735 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -23212136.000000 Penalty: 5979.792969
	Iteration 76Q: 3 clusters Score -2.321214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -23212142.000000 Penalty: 5979.792969
	Iteration 77Q: 3 clusters Score -2.321214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170747 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -23212128.000000 Penalty: 5979.792969
	Iteration 78Q: 3 clusters Score -2.321213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170753 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -23212118.000000 Penalty: 5979.792969
	Iteration 79Q: 3 clusters Score -2.321212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170755 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -23212128.000000 Penalty: 5979.792969
	Iteration 80F: 3 clusters Score -2.321213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Entering Unmasked Estep 
Score: -5433463.500000 Penalty: 2629.239258
	Iteration 0F: 2 clusters Score -5433464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5406425.500000 Penalty: 5258.478516
	Iteration 0F: 3 clusters Score -5406426 nChanged 18255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -5416377.500000 Penalty: 5258.478516
	Iteration 1F: 3 clusters Score -5416378 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -5416880.000000 Penalty: 5258.478516
	Iteration 2Q: 3 clusters Score -5416880 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -5417384.500000 Penalty: 5258.478516
	Iteration 3Q: 3 clusters Score -5417384 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -5418069.500000 Penalty: 5258.478516
	Iteration 4Q: 3 clusters Score -5418070 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -5419107.500000 Penalty: 5258.478516
	Iteration 5F: 3 clusters Score -5419108 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -5420794.500000 Penalty: 5258.478516
	Iteration 6F: 3 clusters Score -5420794 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -5423396.500000 Penalty: 5258.478516
	Iteration 7F: 3 clusters Score -5423396 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5426450.500000 Penalty: 5258.478516
	Iteration 8F: 3 clusters Score -5426450 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -5428860.000000 Penalty: 5258.478516
	Iteration 9F: 3 clusters Score -5428860 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -5430227.000000 Penalty: 5258.478516
	Iteration 10Q: 3 clusters Score -5430227 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -5430908.500000 Penalty: 5258.478516
	Iteration 11Q: 3 clusters Score -5430908 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -5431214.000000 Penalty: 5258.478516
	Iteration 12Q: 3 clusters Score -5431214 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -5431390.500000 Penalty: 5258.478516
	Iteration 13Q: 3 clusters Score -5431390 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5431518.000000 Penalty: 5258.478516
	Iteration 14Q: 3 clusters Score -5431518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -5431585.000000 Penalty: 5258.478516
	Iteration 15Q: 3 clusters Score -5431585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -5431635.000000 Penalty: 5258.478516
	Iteration 16Q: 3 clusters Score -5431635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -5431654.500000 Penalty: 5258.478516
	Iteration 17Q: 3 clusters Score -5431654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -5431686.500000 Penalty: 5258.478516
	Iteration 18Q: 3 clusters Score -5431686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -5431701.500000 Penalty: 5258.478516
	Iteration 19Q: 3 clusters Score -5431702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5431711.500000 Penalty: 5258.478516
	Iteration 20F: 3 clusters Score -5431712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -5431730.000000 Penalty: 5258.478516
	Iteration 21Q: 3 clusters Score -5431730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -5431748.500000 Penalty: 5258.478516
	Iteration 22Q: 3 clusters Score -5431748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5431759.500000 Penalty: 5258.478516
	Iteration 23Q: 3 clusters Score -5431760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5431773.000000 Penalty: 5258.478516
	Iteration 24Q: 3 clusters Score -5431773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5431778.000000 Penalty: 5258.478516
	Iteration 25Q: 3 clusters Score -5431778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5431788.000000 Penalty: 5258.478516
	Iteration 26Q: 3 clusters Score -5431788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -5431789.000000 Penalty: 5258.478516
	Iteration 27Q: 3 clusters Score -5431789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5431798.500000 Penalty: 5258.478516
	Iteration 28Q: 3 clusters Score -5431798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -5431797.000000 Penalty: 5258.478516
	Iteration 29Q: 3 clusters Score -5431797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5431800.500000 Penalty: 5258.478516
	Iteration 30Q: 3 clusters Score -5431800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5431796.500000 Penalty: 5258.478516
	Iteration 31Q: 3 clusters Score -5431796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5431797.000000 Penalty: 5258.478516
	Iteration 32Q: 3 clusters Score -5431797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -5431807.500000 Penalty: 5258.478516
	Iteration 33Q: 3 clusters Score -5431808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -5431806.500000 Penalty: 5258.478516
	Iteration 34Q: 3 clusters Score -5431806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -5431807.500000 Penalty: 5258.478516
	Iteration 35Q: 3 clusters Score -5431808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -5431807.000000 Penalty: 5258.478516
	Iteration 36Q: 3 clusters Score -5431807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5431804.500000 Penalty: 5258.478516
	Iteration 37Q: 3 clusters Score -5431804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -5431806.000000 Penalty: 5258.478516
	Iteration 38Q: 3 clusters Score -5431806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5431803.500000 Penalty: 5258.478516
	Iteration 39Q: 3 clusters Score -5431804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5431803.500000 Penalty: 5258.478516
	Iteration 40F: 3 clusters Score -5431804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Entering Unmasked Estep 
Score: -662839.750000 Penalty: 2105.424805
	Iteration 0F: 2 clusters Score -662839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -658458.375000 Penalty: 4210.849609
	Iteration 0F: 3 clusters Score -658458.4 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -659501.062500 Penalty: 4210.849609
	Iteration 1F: 3 clusters Score -659501.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -659706.312500 Penalty: 4210.849609
	Iteration 2F: 3 clusters Score -659706.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -659840.875000 Penalty: 4210.849609
	Iteration 3Q: 3 clusters Score -659840.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -659916.000000 Penalty: 4210.849609
	Iteration 4Q: 3 clusters Score -659916 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -659976.125000 Penalty: 4210.849609
	Iteration 5Q: 3 clusters Score -659976.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -660021.500000 Penalty: 4210.849609
	Iteration 6Q: 3 clusters Score -660021.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -660054.000000 Penalty: 4210.849609
	Iteration 7Q: 3 clusters Score -660054 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -660080.187500 Penalty: 4210.849609
	Iteration 8Q: 3 clusters Score -660080.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -660107.000000 Penalty: 4210.849609
	Iteration 9Q: 3 clusters Score -660107 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -660126.250000 Penalty: 4210.849609
	Iteration 10Q: 3 clusters Score -660126.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -660152.125000 Penalty: 4210.849609
	Iteration 11Q: 3 clusters Score -660152.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -660174.062500 Penalty: 4210.849609
	Iteration 12Q: 3 clusters Score -660174.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -660191.687500 Penalty: 4210.849609
	Iteration 13Q: 3 clusters Score -660191.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -660207.812500 Penalty: 4210.849609
	Iteration 14Q: 3 clusters Score -660207.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -660223.750000 Penalty: 4210.849609
	Iteration 15Q: 3 clusters Score -660223.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -660235.500000 Penalty: 4210.849609
	Iteration 16Q: 3 clusters Score -660235.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -660244.687500 Penalty: 4210.849609
	Iteration 17Q: 3 clusters Score -660244.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -660255.312500 Penalty: 4210.849609
	Iteration 18Q: 3 clusters Score -660255.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -660261.500000 Penalty: 4210.849609
	Iteration 19Q: 3 clusters Score -660261.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -660267.000000 Penalty: 4210.849609
	Iteration 20F: 3 clusters Score -660267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -660270.062500 Penalty: 4210.849609
	Iteration 21Q: 3 clusters Score -660270.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -660271.125000 Penalty: 4210.849609
	Iteration 22Q: 3 clusters Score -660271.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -660275.062500 Penalty: 4210.849609
	Iteration 23Q: 3 clusters Score -660275.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -660275.437500 Penalty: 4210.849609
	Iteration 24Q: 3 clusters Score -660275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -660278.062500 Penalty: 4210.849609
	Iteration 25Q: 3 clusters Score -660278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -660278.562500 Penalty: 4210.849609
	Iteration 26Q: 3 clusters Score -660278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -660277.875000 Penalty: 4210.849609
	Iteration 27Q: 3 clusters Score -660277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -660279.437500 Penalty: 4210.849609
	Iteration 28Q: 3 clusters Score -660279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -660279.125000 Penalty: 4210.849609
	Iteration 29Q: 3 clusters Score -660279.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -660282.062500 Penalty: 4210.849609
	Iteration 30Q: 3 clusters Score -660282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -660281.937500 Penalty: 4210.849609
	Iteration 31Q: 3 clusters Score -660281.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -660286.375000 Penalty: 4210.849609
	Iteration 32Q: 3 clusters Score -660286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -660287.187500 Penalty: 4210.849609
	Iteration 33Q: 3 clusters Score -660287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -660289.125000 Penalty: 4210.849609
	Iteration 34Q: 3 clusters Score -660289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -660289.437500 Penalty: 4210.849609
	Iteration 35Q: 3 clusters Score -660289.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -660291.750000 Penalty: 4210.849609
	Iteration 36Q: 3 clusters Score -660291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -660294.625000 Penalty: 4210.849609
	Iteration 37Q: 3 clusters Score -660294.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -660295.312500 Penalty: 4210.849609
	Iteration 38Q: 3 clusters Score -660295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -660297.687500 Penalty: 4210.849609
	Iteration 39Q: 3 clusters Score -660297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -660298.750000 Penalty: 4210.849609
	Iteration 40F: 3 clusters Score -660298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -660300.812500 Penalty: 4210.849609
	Iteration 41Q: 3 clusters Score -660300.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -660304.625000 Penalty: 4210.849609
	Iteration 42Q: 3 clusters Score -660304.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -660308.375000 Penalty: 4210.849609
	Iteration 43Q: 3 clusters Score -660308.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -660312.125000 Penalty: 4210.849609
	Iteration 44Q: 3 clusters Score -660312.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -660313.812500 Penalty: 4210.849609
	Iteration 45Q: 3 clusters Score -660313.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -660316.687500 Penalty: 4210.849609
	Iteration 46Q: 3 clusters Score -660316.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -660319.937500 Penalty: 4210.849609
	Iteration 47Q: 3 clusters Score -660319.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -660323.750000 Penalty: 4210.849609
	Iteration 48Q: 3 clusters Score -660323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -660324.562500 Penalty: 4210.849609
	Iteration 49Q: 3 clusters Score -660324.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -660325.812500 Penalty: 4210.849609
	Iteration 50Q: 3 clusters Score -660325.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -660328.312500 Penalty: 4210.849609
	Iteration 51Q: 3 clusters Score -660328.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -660331.437500 Penalty: 4210.849609
	Iteration 52Q: 3 clusters Score -660331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -660333.500000 Penalty: 4210.849609
	Iteration 53Q: 3 clusters Score -660333.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -660336.312500 Penalty: 4210.849609
	Iteration 54Q: 3 clusters Score -660336.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -660339.187500 Penalty: 4210.849609
	Iteration 55Q: 3 clusters Score -660339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -660340.125000 Penalty: 4210.849609
	Iteration 56Q: 3 clusters Score -660340.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -660344.062500 Penalty: 4210.849609
	Iteration 57Q: 3 clusters Score -660344.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -660351.750000 Penalty: 4210.849609
	Iteration 58Q: 3 clusters Score -660351.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -660359.750000 Penalty: 4210.849609
	Iteration 59Q: 3 clusters Score -660359.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -660372.312500 Penalty: 4210.849609
	Iteration 60F: 3 clusters Score -660372.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -660382.750000 Penalty: 4210.849609
	Iteration 61Q: 3 clusters Score -660382.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -660400.437500 Penalty: 4210.849609
	Iteration 62Q: 3 clusters Score -660400.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -660412.875000 Penalty: 4210.849609
	Iteration 63Q: 3 clusters Score -660412.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -660427.562500 Penalty: 4210.849609
	Iteration 64Q: 3 clusters Score -660427.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -660439.437500 Penalty: 4210.849609
	Iteration 65Q: 3 clusters Score -660439.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -660450.500000 Penalty: 4210.849609
	Iteration 66Q: 3 clusters Score -660450.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -660459.437500 Penalty: 4210.849609
	Iteration 67Q: 3 clusters Score -660459.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -660469.937500 Penalty: 4210.849609
	Iteration 68Q: 3 clusters Score -660469.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -660477.500000 Penalty: 4210.849609
	Iteration 69Q: 3 clusters Score -660477.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -660488.437500 Penalty: 4210.849609
	Iteration 70Q: 3 clusters Score -660488.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -660501.125000 Penalty: 4210.849609
	Iteration 71Q: 3 clusters Score -660501.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -660514.375000 Penalty: 4210.849609
	Iteration 72Q: 3 clusters Score -660514.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -660532.125000 Penalty: 4210.849609
	Iteration 73Q: 3 clusters Score -660532.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -660548.875000 Penalty: 4210.849609
	Iteration 74Q: 3 clusters Score -660548.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -660564.625000 Penalty: 4210.849609
	Iteration 75Q: 3 clusters Score -660564.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -660579.562500 Penalty: 4210.849609
	Iteration 76Q: 3 clusters Score -660579.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -660597.500000 Penalty: 4210.849609
	Iteration 77Q: 3 clusters Score -660597.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -660614.687500 Penalty: 4210.849609
	Iteration 78Q: 3 clusters Score -660614.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -660631.687500 Penalty: 4210.849609
	Iteration 79Q: 3 clusters Score -660631.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -660648.500000 Penalty: 4210.849609
	Iteration 80F: 3 clusters Score -660648.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -660661.687500 Penalty: 4210.849609
	Iteration 81Q: 3 clusters Score -660661.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -660674.875000 Penalty: 4210.849609
	Iteration 82Q: 3 clusters Score -660674.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -660687.812500 Penalty: 4210.849609
	Iteration 83Q: 3 clusters Score -660687.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -660701.125000 Penalty: 4210.849609
	Iteration 84Q: 3 clusters Score -660701.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -660716.500000 Penalty: 4210.849609
	Iteration 85Q: 3 clusters Score -660716.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -660731.125000 Penalty: 4210.849609
	Iteration 86Q: 3 clusters Score -660731.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -660740.875000 Penalty: 4210.849609
	Iteration 87Q: 3 clusters Score -660740.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -660753.750000 Penalty: 4210.849609
	Iteration 88Q: 3 clusters Score -660753.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -660762.187500 Penalty: 4210.849609
	Iteration 89Q: 3 clusters Score -660762.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -660776.375000 Penalty: 4210.849609
	Iteration 90Q: 3 clusters Score -660776.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -660787.437500 Penalty: 4210.849609
	Iteration 91Q: 3 clusters Score -660787.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -660798.375000 Penalty: 4210.849609
	Iteration 92Q: 3 clusters Score -660798.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -660808.375000 Penalty: 4210.849609
	Iteration 93Q: 3 clusters Score -660808.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -660816.000000 Penalty: 4210.849609
	Iteration 94Q: 3 clusters Score -660816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -660824.062500 Penalty: 4210.849609
	Iteration 95Q: 3 clusters Score -660824.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -660832.250000 Penalty: 4210.849609
	Iteration 96Q: 3 clusters Score -660832.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -660844.750000 Penalty: 4210.849609
	Iteration 97Q: 3 clusters Score -660844.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -660858.500000 Penalty: 4210.849609
	Iteration 98Q: 3 clusters Score -660858.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -660874.875000 Penalty: 4210.849609
	Iteration 99Q: 3 clusters Score -660874.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -660895.500000 Penalty: 4210.849609
	Iteration 100F: 3 clusters Score -660895.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -660908.625000 Penalty: 4210.849609
	Iteration 101Q: 3 clusters Score -660908.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -660919.875000 Penalty: 4210.849609
	Iteration 102Q: 3 clusters Score -660919.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -660931.000000 Penalty: 4210.849609
	Iteration 103Q: 3 clusters Score -660931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -660941.750000 Penalty: 4210.849609
	Iteration 104Q: 3 clusters Score -660941.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -660948.437500 Penalty: 4210.849609
	Iteration 105Q: 3 clusters Score -660948.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -660959.125000 Penalty: 4210.849609
	Iteration 106Q: 3 clusters Score -660959.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -660968.125000 Penalty: 4210.849609
	Iteration 107Q: 3 clusters Score -660968.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -660978.000000 Penalty: 4210.849609
	Iteration 108Q: 3 clusters Score -660978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -660982.312500 Penalty: 4210.849609
	Iteration 109Q: 3 clusters Score -660982.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -660990.875000 Penalty: 4210.849609
	Iteration 110Q: 3 clusters Score -660990.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -660995.812500 Penalty: 4210.849609
	Iteration 111Q: 3 clusters Score -660995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -660999.125000 Penalty: 4210.849609
	Iteration 112Q: 3 clusters Score -660999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -661001.250000 Penalty: 4210.849609
	Iteration 113Q: 3 clusters Score -661001.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -661003.812500 Penalty: 4210.849609
	Iteration 114Q: 3 clusters Score -661003.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -661007.875000 Penalty: 4210.849609
	Iteration 115Q: 3 clusters Score -661007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -661009.375000 Penalty: 4210.849609
	Iteration 116Q: 3 clusters Score -661009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -661013.312500 Penalty: 4210.849609
	Iteration 117Q: 3 clusters Score -661013.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -661016.187500 Penalty: 4210.849609
	Iteration 118Q: 3 clusters Score -661016.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -661020.562500 Penalty: 4210.849609
	Iteration 119Q: 3 clusters Score -661020.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -661024.875000 Penalty: 4210.849609
	Iteration 120F: 3 clusters Score -661024.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -661029.875000 Penalty: 4210.849609
	Iteration 121Q: 3 clusters Score -661029.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -661032.625000 Penalty: 4210.849609
	Iteration 122Q: 3 clusters Score -661032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -661035.125000 Penalty: 4210.849609
	Iteration 123Q: 3 clusters Score -661035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -661037.750000 Penalty: 4210.849609
	Iteration 124Q: 3 clusters Score -661037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -661041.375000 Penalty: 4210.849609
	Iteration 125Q: 3 clusters Score -661041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -661043.000000 Penalty: 4210.849609
	Iteration 126Q: 3 clusters Score -661043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -661044.250000 Penalty: 4210.849609
	Iteration 127Q: 3 clusters Score -661044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -661045.875000 Penalty: 4210.849609
	Iteration 128Q: 3 clusters Score -661045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -661049.062500 Penalty: 4210.849609
	Iteration 129Q: 3 clusters Score -661049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -661050.500000 Penalty: 4210.849609
	Iteration 130Q: 3 clusters Score -661050.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -661055.812500 Penalty: 4210.849609
	Iteration 131Q: 3 clusters Score -661055.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -661058.187500 Penalty: 4210.849609
	Iteration 132Q: 3 clusters Score -661058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -661066.437500 Penalty: 4210.849609
	Iteration 133Q: 3 clusters Score -661066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -661072.437500 Penalty: 4210.849609
	Iteration 134Q: 3 clusters Score -661072.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -661079.750000 Penalty: 4210.849609
	Iteration 135Q: 3 clusters Score -661079.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -661086.625000 Penalty: 4210.849609
	Iteration 136Q: 3 clusters Score -661086.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -661094.500000 Penalty: 4210.849609
	Iteration 137Q: 3 clusters Score -661094.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -661102.437500 Penalty: 4210.849609
	Iteration 138Q: 3 clusters Score -661102.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -661110.500000 Penalty: 4210.849609
	Iteration 139Q: 3 clusters Score -661110.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -661115.812500 Penalty: 4210.849609
	Iteration 140F: 3 clusters Score -661115.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -661120.875000 Penalty: 4210.849609
	Iteration 141Q: 3 clusters Score -661120.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -661125.375000 Penalty: 4210.849609
	Iteration 142Q: 3 clusters Score -661125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -661126.812500 Penalty: 4210.849609
	Iteration 143Q: 3 clusters Score -661126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -661129.125000 Penalty: 4210.849609
	Iteration 144Q: 3 clusters Score -661129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -661130.625000 Penalty: 4210.849609
	Iteration 145Q: 3 clusters Score -661130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -661131.250000 Penalty: 4210.849609
	Iteration 146Q: 3 clusters Score -661131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -661131.250000 Penalty: 4210.849609
	Iteration 147F: 3 clusters Score -661131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 42117 members 
Mstep: Class 3 contains 874 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 10124 members 
Mstep: Class 6 contains 49376 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 60371 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 182087 members 
Mstep: Class 12 contains 914 members 
Mstep: Class 13 contains 17908 members 
Mstep: Class 14 contains 138913 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 191183 members 
Mstep: Class 18 contains 172135 members 
Mstep: Class 21 contains 40206 members 
Mstep: Class 23 contains 4864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144338944.000000 Penalty: 68977.492188
Iteration 79Q: 21 clusters Score -1.443389e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169453 members 
Mstep: Class 2 contains 42116 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 10116 members 
Mstep: Class 6 contains 49359 members 
Mstep: Class 7 contains 3264 members 
Mstep: Class 8 contains 59791 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 3669 members 
Mstep: Class 11 contains 182306 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 17993 members 
Mstep: Class 14 contains 139047 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 17 contains 191217 members 
Mstep: Class 18 contains 172087 members 
Mstep: Class 21 contains 40205 members 
Mstep: Class 23 contains 4872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339712.000000 Penalty: 68977.492188
Iteration 80F: 21 clusters Score -1.443397e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169689 members 
Mstep: Class 2 contains 42101 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 49330 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 59175 members 
Mstep: Class 9 contains 757 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 182574 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 18074 members 
Mstep: Class 14 contains 139198 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 17 contains 191258 members 
Mstep: Class 18 contains 172016 members 
Mstep: Class 21 contains 40175 members 
Mstep: Class 23 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339840.000000 Penalty: 68977.492188
Iteration 81Q: 21 clusters Score -1.443398e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169879 members 
Mstep: Class 2 contains 42096 members 
Mstep: Class 3 contains 877 members 
Mstep: Class 4 contains 3401 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 49319 members 
Mstep: Class 7 contains 3243 members 
Mstep: Class 8 contains 58571 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 182889 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18150 members 
Mstep: Class 14 contains 139344 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 191279 members 
Mstep: Class 18 contains 171944 members 
Mstep: Class 21 contains 40151 members 
Mstep: Class 23 contains 4885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144339888.000000 Penalty: 68977.492188
Iteration 82Q: 21 clusters Score -1.443399e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170072 members 
Mstep: Class 2 contains 42082 members 
Mstep: Class 3 contains 877 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 49286 members 
Mstep: Class 7 contains 3242 members 
Mstep: Class 8 contains 57981 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3699 members 
Mstep: Class 11 contains 183152 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18201 members 
Mstep: Class 14 contains 139544 members 
Mstep: Class 15 contains 1320 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 191307 members 
Mstep: Class 18 contains 171895 members 
Mstep: Class 21 contains 40131 members 
Mstep: Class 23 contains 4889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340160.000000 Penalty: 68977.492188
Iteration 83Q: 21 clusters Score -1.443402e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170194 members 
Mstep: Class 2 contains 42068 members 
Mstep: Class 3 contains 879 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 49296 members 
Mstep: Class 7 contains 3237 members 
Mstep: Class 8 contains 57389 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 183449 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18257 members 
Mstep: Class 14 contains 139719 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 191349 members 
Mstep: Class 18 contains 171844 members 
Mstep: Class 21 contains 40120 members 
Mstep: Class 23 contains 4895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340192.000000 Penalty: 68977.492188
Iteration 84Q: 21 clusters Score -1.443402e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170275 members 
Mstep: Class 2 contains 42050 members 
Mstep: Class 3 contains 879 members 
Mstep: Class 4 contains 3397 members 
Mstep: Class 5 contains 10049 members 
Mstep: Class 6 contains 49287 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 56845 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 3716 members 
Mstep: Class 11 contains 183792 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18317 members 
Mstep: Class 14 contains 139891 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 191377 members 
Mstep: Class 18 contains 171810 members 
Mstep: Class 21 contains 40096 members 
Mstep: Class 23 contains 4900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340336.000000 Penalty: 68977.492188
Iteration 85Q: 21 clusters Score -1.443403e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170411 members 
Mstep: Class 2 contains 42045 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 3394 members 
Mstep: Class 5 contains 10027 members 
Mstep: Class 6 contains 49258 members 
Mstep: Class 7 contains 3211 members 
Mstep: Class 8 contains 56253 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 3721 members 
Mstep: Class 11 contains 184173 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18370 members 
Mstep: Class 14 contains 140034 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 191372 members 
Mstep: Class 18 contains 171803 members 
Mstep: Class 21 contains 40063 members 
Mstep: Class 23 contains 4908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340704.000000 Penalty: 68977.492188
Iteration 86Q: 21 clusters Score -1.443407e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170515 members 
Mstep: Class 2 contains 42039 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 10011 members 
Mstep: Class 6 contains 49225 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 55658 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 184564 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18422 members 
Mstep: Class 14 contains 140204 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 191366 members 
Mstep: Class 18 contains 171780 members 
Mstep: Class 21 contains 40034 members 
Mstep: Class 23 contains 4916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341104.000000 Penalty: 68977.492188
Iteration 87Q: 21 clusters Score -1.443411e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170606 members 
Mstep: Class 2 contains 42040 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 3387 members 
Mstep: Class 5 contains 9991 members 
Mstep: Class 6 contains 49209 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 55047 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 184930 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18482 members 
Mstep: Class 14 contains 140361 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2605 members 
Mstep: Class 17 contains 191410 members 
Mstep: Class 18 contains 171758 members 
Mstep: Class 21 contains 40007 members 
Mstep: Class 23 contains 4921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341504.000000 Penalty: 68977.492188
Iteration 88Q: 21 clusters Score -1.443415e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170807 members 
Mstep: Class 2 contains 42020 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 3383 members 
Mstep: Class 5 contains 9976 members 
Mstep: Class 6 contains 49171 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 54422 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 185232 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18530 members 
Mstep: Class 14 contains 140512 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 191435 members 
Mstep: Class 18 contains 171761 members 
Mstep: Class 21 contains 39977 members 
Mstep: Class 23 contains 4934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341344.000000 Penalty: 68977.492188
Iteration 89Q: 21 clusters Score -1.443413e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 42024 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 3382 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 49138 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 53810 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 185509 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18577 members 
Mstep: Class 14 contains 140645 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 191457 members 
Mstep: Class 18 contains 171739 members 
Mstep: Class 21 contains 39968 members 
Mstep: Class 23 contains 4943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341328.000000 Penalty: 68977.492188
Iteration 90Q: 21 clusters Score -1.443413e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 171303 members 
Mstep: Class 2 contains 42004 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 3384 members 
Mstep: Class 5 contains 9949 members 
Mstep: Class 6 contains 49111 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 53223 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 185688 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18625 members 
Mstep: Class 14 contains 140815 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 191463 members 
Mstep: Class 18 contains 171706 members 
Mstep: Class 21 contains 39962 members 
Mstep: Class 23 contains 4949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341088.000000 Penalty: 68977.492188
Iteration 91Q: 21 clusters Score -1.443411e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 171623 members 
Mstep: Class 2 contains 41992 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 3379 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 49082 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 185776 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18663 members 
Mstep: Class 14 contains 141009 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 191492 members 
Mstep: Class 18 contains 171672 members 
Mstep: Class 21 contains 39942 members 
Mstep: Class 23 contains 4956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341536.000000 Penalty: 68977.492188
Iteration 92Q: 21 clusters Score -1.443415e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 171905 members 
Mstep: Class 2 contains 41978 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 3372 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 49069 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 52092 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 185888 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18705 members 
Mstep: Class 14 contains 141200 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2544 members 
Mstep: Class 17 contains 191524 members 
Mstep: Class 18 contains 171645 members 
Mstep: Class 21 contains 39927 members 
Mstep: Class 23 contains 4965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341760.000000 Penalty: 68977.492188
Iteration 93Q: 21 clusters Score -1.443418e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 172206 members 
Mstep: Class 2 contains 41946 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 3357 members 
Mstep: Class 5 contains 9914 members 
Mstep: Class 6 contains 49053 members 
Mstep: Class 7 contains 3174 members 
Mstep: Class 8 contains 51489 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 186007 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18743 members 
Mstep: Class 14 contains 141411 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 191571 members 
Mstep: Class 18 contains 171617 members 
Mstep: Class 21 contains 39930 members 
Mstep: Class 23 contains 4973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341440.000000 Penalty: 68977.492188
Iteration 94Q: 21 clusters Score -1.443414e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 172476 members 
Mstep: Class 2 contains 41920 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 9899 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 3171 members 
Mstep: Class 8 contains 50884 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 186114 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18773 members 
Mstep: Class 14 contains 141692 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2506 members 
Mstep: Class 17 contains 191627 members 
Mstep: Class 18 contains 171589 members 
Mstep: Class 21 contains 39907 members 
Mstep: Class 23 contains 4977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341376.000000 Penalty: 68977.492188
Iteration 95Q: 21 clusters Score -1.443414e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 172715 members 
Mstep: Class 2 contains 41903 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 3348 members 
Mstep: Class 5 contains 9883 members 
Mstep: Class 6 contains 49019 members 
Mstep: Class 7 contains 3171 members 
Mstep: Class 8 contains 50279 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3746 members 
Mstep: Class 11 contains 186224 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18810 members 
Mstep: Class 14 contains 142011 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2499 members 
Mstep: Class 17 contains 191624 members 
Mstep: Class 18 contains 171557 members 
Mstep: Class 21 contains 39889 members 
Mstep: Class 23 contains 4982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341632.000000 Penalty: 68977.492188
Iteration 96Q: 21 clusters Score -1.443416e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 172972 members 
Mstep: Class 2 contains 41886 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 9876 members 
Mstep: Class 6 contains 48996 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 49670 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 186332 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18842 members 
Mstep: Class 14 contains 142325 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 191607 members 
Mstep: Class 18 contains 171552 members 
Mstep: Class 21 contains 39865 members 
Mstep: Class 23 contains 4991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341744.000000 Penalty: 68977.492188
Iteration 97Q: 21 clusters Score -1.443417e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 173259 members 
Mstep: Class 2 contains 41870 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 3329 members 
Mstep: Class 5 contains 9872 members 
Mstep: Class 6 contains 48981 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 49057 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 186438 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18876 members 
Mstep: Class 14 contains 142668 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 191559 members 
Mstep: Class 18 contains 171525 members 
Mstep: Class 21 contains 39838 members 
Mstep: Class 23 contains 4990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341920.000000 Penalty: 68977.492188
Iteration 98Q: 21 clusters Score -1.443419e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 173563 members 
Mstep: Class 2 contains 41868 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 9863 members 
Mstep: Class 6 contains 48946 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 48475 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 186521 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18909 members 
Mstep: Class 14 contains 142947 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 191528 members 
Mstep: Class 18 contains 171528 members 
Mstep: Class 21 contains 39820 members 
Mstep: Class 23 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341968.000000 Penalty: 68977.492188
Iteration 99Q: 21 clusters Score -1.44342e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 173876 members 
Mstep: Class 2 contains 41862 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 48926 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 47871 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 186585 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18943 members 
Mstep: Class 14 contains 143242 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2432 members 
Mstep: Class 17 contains 191519 members 
Mstep: Class 18 contains 171515 members 
Mstep: Class 21 contains 39789 members 
Mstep: Class 23 contains 4996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342320.000000 Penalty: 68977.492188
Iteration 100F: 21 clusters Score -1.443423e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 174149 members 
Mstep: Class 2 contains 41854 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 3317 members 
Mstep: Class 5 contains 9846 members 
Mstep: Class 6 contains 48912 members 
Mstep: Class 7 contains 3165 members 
Mstep: Class 8 contains 47295 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 186658 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 143542 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2429 members 
Mstep: Class 17 contains 191504 members 
Mstep: Class 18 contains 171479 members 
Mstep: Class 21 contains 39750 members 
Mstep: Class 23 contains 5007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342144.000000 Penalty: 68977.492188
Iteration 101Q: 21 clusters Score -1.443421e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174382 members 
Mstep: Class 2 contains 41857 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 48903 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 46737 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 186758 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19025 members 
Mstep: Class 14 contains 143835 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2422 members 
Mstep: Class 17 contains 191466 members 
Mstep: Class 18 contains 171459 members 
Mstep: Class 21 contains 39711 members 
Mstep: Class 23 contains 5018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342512.000000 Penalty: 68977.492188
Iteration 102Q: 21 clusters Score -1.443425e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174621 members 
Mstep: Class 2 contains 41844 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 48900 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 46164 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 186857 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19049 members 
Mstep: Class 14 contains 144103 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 191471 members 
Mstep: Class 18 contains 171441 members 
Mstep: Class 21 contains 39689 members 
Mstep: Class 23 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342496.000000 Penalty: 68977.492188
Iteration 103Q: 21 clusters Score -1.443425e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174900 members 
Mstep: Class 2 contains 41820 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 9832 members 
Mstep: Class 6 contains 48871 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 45563 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 186966 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19070 members 
Mstep: Class 14 contains 144412 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 191476 members 
Mstep: Class 18 contains 171401 members 
Mstep: Class 21 contains 39668 members 
Mstep: Class 23 contains 5039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342624.000000 Penalty: 68977.492188
Iteration 104Q: 21 clusters Score -1.443426e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 175142 members 
Mstep: Class 2 contains 41797 members 
Mstep: Class 3 contains 913 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 9827 members 
Mstep: Class 6 contains 48836 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 44974 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3757 members 
Mstep: Class 11 contains 187099 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19094 members 
Mstep: Class 14 contains 144701 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 191535 members 
Mstep: Class 18 contains 171343 members 
Mstep: Class 21 contains 39644 members 
Mstep: Class 23 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3443.169678 but Gain 3448.875000
Score: -144342576.000000 Penalty: 65528.617188
Iteration 105Q: 20 clusters Score -1.443426e+08 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 176017 members 
Mstep: Class 2 contains 41804 members 
Mstep: Class 3 contains 915 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 9825 members 
Mstep: Class 6 contains 48814 members 
Mstep: Class 7 contains 3166 members 
Mstep: Class 8 contains 44493 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 187653 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19110 members 
Mstep: Class 14 contains 145300 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192254 members 
Mstep: Class 18 contains 171462 members 
Mstep: Class 21 contains 39642 members 
Mstep: Class 23 contains 5047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344816.000000 Penalty: 65528.617188
Iteration 106Q: 20 clusters Score -1.443448e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 176220 members 
Mstep: Class 2 contains 41761 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 9824 members 
Mstep: Class 6 contains 48791 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 43890 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 11 contains 187808 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19155 members 
Mstep: Class 14 contains 145631 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192321 members 
Mstep: Class 18 contains 171353 members 
Mstep: Class 21 contains 39603 members 
Mstep: Class 23 contains 5054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344976.000000 Penalty: 65528.617188
Iteration 107Q: 20 clusters Score -1.44345e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 176484 members 
Mstep: Class 2 contains 41701 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 9821 members 
Mstep: Class 6 contains 48748 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 43327 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 11 contains 187935 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19191 members 
Mstep: Class 14 contains 145964 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192346 members 
Mstep: Class 18 contains 171269 members 
Mstep: Class 21 contains 39571 members 
Mstep: Class 23 contains 5058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344880.000000 Penalty: 65528.617188
Iteration 108Q: 20 clusters Score -1.443449e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 176801 members 
Mstep: Class 2 contains 41652 members 
Mstep: Class 3 contains 922 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 9814 members 
Mstep: Class 6 contains 48683 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 42775 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 188021 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19221 members 
Mstep: Class 14 contains 146305 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192343 members 
Mstep: Class 18 contains 171197 members 
Mstep: Class 21 contains 39543 members 
Mstep: Class 23 contains 5058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345152.000000 Penalty: 65528.617188
Iteration 109Q: 20 clusters Score -1.443452e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 177136 members 
Mstep: Class 2 contains 41605 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 9806 members 
Mstep: Class 6 contains 48619 members 
Mstep: Class 7 contains 3170 members 
Mstep: Class 8 contains 42223 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3766 members 
Mstep: Class 11 contains 188124 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19248 members 
Mstep: Class 14 contains 146630 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192327 members 
Mstep: Class 18 contains 171116 members 
Mstep: Class 21 contains 39515 members 
Mstep: Class 23 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345376.000000 Penalty: 65528.617188
Iteration 110Q: 20 clusters Score -1.443454e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 177475 members 
Mstep: Class 2 contains 41553 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 9795 members 
Mstep: Class 6 contains 48572 members 
Mstep: Class 7 contains 3170 members 
Mstep: Class 8 contains 41652 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3767 members 
Mstep: Class 11 contains 188202 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19268 members 
Mstep: Class 14 contains 146943 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192325 members 
Mstep: Class 18 contains 171073 members 
Mstep: Class 21 contains 39484 members 
Mstep: Class 23 contains 5080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345648.000000 Penalty: 65528.617188
Iteration 111Q: 20 clusters Score -1.443456e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 177748 members 
Mstep: Class 2 contains 41498 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 9789 members 
Mstep: Class 6 contains 48551 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 41135 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 188307 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19294 members 
Mstep: Class 14 contains 147232 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192311 members 
Mstep: Class 18 contains 171020 members 
Mstep: Class 21 contains 39447 members 
Mstep: Class 23 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345296.000000 Penalty: 65528.617188
Iteration 112Q: 20 clusters Score -1.443453e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 177993 members 
Mstep: Class 2 contains 41447 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 9780 members 
Mstep: Class 6 contains 48503 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 40605 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3771 members 
Mstep: Class 11 contains 188413 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19322 members 
Mstep: Class 14 contains 147567 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192292 members 
Mstep: Class 18 contains 170974 members 
Mstep: Class 21 contains 39424 members 
Mstep: Class 23 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345424.000000 Penalty: 65528.617188
Iteration 113Q: 20 clusters Score -1.443454e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 178196 members 
Mstep: Class 2 contains 41392 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 9775 members 
Mstep: Class 6 contains 48460 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 40093 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3771 members 
Mstep: Class 11 contains 188481 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19345 members 
Mstep: Class 14 contains 147943 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192279 members 
Mstep: Class 18 contains 170944 members 
Mstep: Class 21 contains 39407 members 
Mstep: Class 23 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345216.000000 Penalty: 65528.617188
Iteration 114Q: 20 clusters Score -1.443452e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 178349 members 
Mstep: Class 2 contains 41344 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 9762 members 
Mstep: Class 6 contains 48430 members 
Mstep: Class 7 contains 3165 members 
Mstep: Class 8 contains 39632 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 188523 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19370 members 
Mstep: Class 14 contains 148330 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192293 members 
Mstep: Class 18 contains 170885 members 
Mstep: Class 21 contains 39391 members 
Mstep: Class 23 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345296.000000 Penalty: 65528.617188
Iteration 115Q: 20 clusters Score -1.443453e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 178568 members 
Mstep: Class 2 contains 41300 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 9747 members 
Mstep: Class 6 contains 48377 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 39162 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 188512 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19414 members 
Mstep: Class 14 contains 148748 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192283 members 
Mstep: Class 18 contains 170835 members 
Mstep: Class 21 contains 39358 members 
Mstep: Class 23 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345248.000000 Penalty: 65528.617188
Iteration 116Q: 20 clusters Score -1.443452e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 178766 members 
Mstep: Class 2 contains 41246 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9736 members 
Mstep: Class 6 contains 48319 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 38735 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 188528 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19456 members 
Mstep: Class 14 contains 149123 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192276 members 
Mstep: Class 18 contains 170797 members 
Mstep: Class 21 contains 39324 members 
Mstep: Class 23 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345408.000000 Penalty: 65528.617188
Iteration 117Q: 20 clusters Score -1.443454e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 178966 members 
Mstep: Class 2 contains 41216 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 9733 members 
Mstep: Class 6 contains 48273 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 38289 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 188503 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19501 members 
Mstep: Class 14 contains 149498 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192273 members 
Mstep: Class 18 contains 170759 members 
Mstep: Class 21 contains 39297 members 
Mstep: Class 23 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345440.000000 Penalty: 65528.617188
Iteration 118Q: 20 clusters Score -1.443454e+08 nChanged 1784
Entering ConstructFrom: 
Score: -144345440.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (179163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179163 members 
Entering Unmasked Estep 
Score: -24055636.000000 Penalty: 2999.820801
	Iteration 0F: 2 clusters Score -2.405564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -23938130.000000 Penalty: 5999.641602
	Iteration 0F: 3 clusters Score -2.393813e+07 nChanged 86204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -23988666.000000 Penalty: 5999.641602
	Iteration 1F: 3 clusters Score -2.398867e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 77189 members 
Entering Unmasked Estep 
Score: -23990166.000000 Penalty: 5999.641602
	Iteration 2Q: 3 clusters Score -2.399017e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109066 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -23993282.000000 Penalty: 5999.641602
	Iteration 3Q: 3 clusters Score -2.399328e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119880 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -23999718.000000 Penalty: 5999.641602
	Iteration 4F: 3 clusters Score -2.399972e+07 nChanged 15188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135062 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -24011750.000000 Penalty: 5999.641602
	Iteration 5F: 3 clusters Score -2.401175e+07 nChanged 18221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153283 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -24029244.000000 Penalty: 5999.641602
	Iteration 6F: 3 clusters Score -2.402924e+07 nChanged 15379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -24044096.000000 Penalty: 5999.641602
	Iteration 7F: 3 clusters Score -2.40441e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -24050580.000000 Penalty: 5999.641602
	Iteration 8Q: 3 clusters Score -2.405058e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178437 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -24052278.000000 Penalty: 5999.641602
	Iteration 9Q: 3 clusters Score -2.405228e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178871 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24052702.000000 Penalty: 5999.641602
	Iteration 10Q: 3 clusters Score -2.40527e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178949 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24052848.000000 Penalty: 5999.641602
	Iteration 11Q: 3 clusters Score -2.405285e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178972 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24052882.000000 Penalty: 5999.641602
	Iteration 12Q: 3 clusters Score -2.405288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178985 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24052936.000000 Penalty: 5999.641602
	Iteration 13Q: 3 clusters Score -2.405294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178985 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24052958.000000 Penalty: 5999.641602
	Iteration 14Q: 3 clusters Score -2.405296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178989 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24052958.000000 Penalty: 5999.641602
	Iteration 15Q: 3 clusters Score -2.405296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178991 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24052968.000000 Penalty: 5999.641602
	Iteration 16Q: 3 clusters Score -2.405297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178992 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24052966.000000 Penalty: 5999.641602
	Iteration 17Q: 3 clusters Score -2.405297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178993 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24052966.000000 Penalty: 5999.641602
	Iteration 18Q: 3 clusters Score -2.405297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178993 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24052966.000000 Penalty: 5999.641602
	Iteration 19F: 3 clusters Score -2.405297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Entering Unmasked Estep 
Score: -5574544.000000 Penalty: 2635.187500
	Iteration 0F: 2 clusters Score -5574544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -5546659.500000 Penalty: 5270.375000
	Iteration 0F: 3 clusters Score -5546660 nChanged 18863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -5556970.500000 Penalty: 5270.375000
	Iteration 1F: 3 clusters Score -5556970 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5557588.500000 Penalty: 5270.375000
	Iteration 2Q: 3 clusters Score -5557588 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -5558428.500000 Penalty: 5270.375000
	Iteration 3Q: 3 clusters Score -5558428 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -5559495.000000 Penalty: 5270.375000
	Iteration 4F: 3 clusters Score -5559495 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -5561054.500000 Penalty: 5270.375000
	Iteration 5F: 3 clusters Score -5561054 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -5563071.500000 Penalty: 5270.375000
	Iteration 6F: 3 clusters Score -5563072 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -5565641.000000 Penalty: 5270.375000
	Iteration 7F: 3 clusters Score -5565641 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -5568242.500000 Penalty: 5270.375000
	Iteration 8F: 3 clusters Score -5568242 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -5570253.500000 Penalty: 5270.375000
	Iteration 9F: 3 clusters Score -5570254 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -5571337.500000 Penalty: 5270.375000
	Iteration 10Q: 3 clusters Score -5571338 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5571901.000000 Penalty: 5270.375000
	Iteration 11Q: 3 clusters Score -5571901 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5572146.500000 Penalty: 5270.375000
	Iteration 12Q: 3 clusters Score -5572146 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5572286.500000 Penalty: 5270.375000
	Iteration 13Q: 3 clusters Score -5572286 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5572403.500000 Penalty: 5270.375000
	Iteration 14Q: 3 clusters Score -5572404 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5572487.500000 Penalty: 5270.375000
	Iteration 15Q: 3 clusters Score -5572488 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5572533.500000 Penalty: 5270.375000
	Iteration 16Q: 3 clusters Score -5572534 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5572582.500000 Penalty: 5270.375000
	Iteration 17Q: 3 clusters Score -5572582 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5572603.000000 Penalty: 5270.375000
	Iteration 18Q: 3 clusters Score -5572603 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5572642.500000 Penalty: 5270.375000
	Iteration 19Q: 3 clusters Score -5572642 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5572648.500000 Penalty: 5270.375000
	Iteration 20F: 3 clusters Score -5572648 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5572685.500000 Penalty: 5270.375000
	Iteration 21Q: 3 clusters Score -5572686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5572707.000000 Penalty: 5270.375000
	Iteration 22Q: 3 clusters Score -5572707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5572731.000000 Penalty: 5270.375000
	Iteration 23Q: 3 clusters Score -5572731 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5572728.000000 Penalty: 5270.375000
	Iteration 24Q: 3 clusters Score -5572728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5572749.000000 Penalty: 5270.375000
	Iteration 25Q: 3 clusters Score -5572749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5572749.000000 Penalty: 5270.375000
	Iteration 26Q: 3 clusters Score -5572749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5572752.500000 Penalty: 5270.375000
	Iteration 27Q: 3 clusters Score -5572752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5572762.500000 Penalty: 5270.375000
	Iteration 28Q: 3 clusters Score -5572762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5572773.500000 Penalty: 5270.375000
	Iteration 29Q: 3 clusters Score -5572774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5572783.000000 Penalty: 5270.375000
	Iteration 30Q: 3 clusters Score -5572783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5572801.500000 Penalty: 5270.375000
	Iteration 31Q: 3 clusters Score -5572802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5572810.500000 Penalty: 5270.375000
	Iteration 32Q: 3 clusters Score -5572810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5572806.500000 Penalty: 5270.375000
	Iteration 33Q: 3 clusters Score -5572806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5572818.500000 Penalty: 5270.375000
	Iteration 34Q: 3 clusters Score -5572818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5572835.000000 Penalty: 5270.375000
	Iteration 35Q: 3 clusters Score -5572835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5572853.000000 Penalty: 5270.375000
	Iteration 36Q: 3 clusters Score -5572853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5572850.500000 Penalty: 5270.375000
	Iteration 37Q: 3 clusters Score -5572850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5572847.500000 Penalty: 5270.375000
	Iteration 38Q: 3 clusters Score -5572848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5572861.000000 Penalty: 5270.375000
	Iteration 39Q: 3 clusters Score -5572861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5572856.000000 Penalty: 5270.375000
	Iteration 40F: 3 clusters Score -5572856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5572861.500000 Penalty: 5270.375000
	Iteration 41Q: 3 clusters Score -5572862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5572868.000000 Penalty: 5270.375000
	Iteration 42Q: 3 clusters Score -5572868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5572877.000000 Penalty: 5270.375000
	Iteration 43Q: 3 clusters Score -5572877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5572873.500000 Penalty: 5270.375000
	Iteration 44Q: 3 clusters Score -5572874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5572874.500000 Penalty: 5270.375000
	Iteration 45Q: 3 clusters Score -5572874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5572876.000000 Penalty: 5270.375000
	Iteration 46Q: 3 clusters Score -5572876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5572878.500000 Penalty: 5270.375000
	Iteration 47Q: 3 clusters Score -5572878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5572883.000000 Penalty: 5270.375000
	Iteration 48Q: 3 clusters Score -5572883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5572875.500000 Penalty: 5270.375000
	Iteration 49Q: 3 clusters Score -5572876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5572872.500000 Penalty: 5270.375000
	Iteration 50Q: 3 clusters Score -5572872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5572873.500000 Penalty: 5270.375000
	Iteration 51Q: 3 clusters Score -5572874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5572876.000000 Penalty: 5270.375000
	Iteration 52Q: 3 clusters Score -5572876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5572874.000000 Penalty: 5270.375000
	Iteration 53Q: 3 clusters Score -5572874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5572874.500000 Penalty: 5270.375000
	Iteration 54Q: 3 clusters Score -5572874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5572870.000000 Penalty: 5270.375000
	Iteration 55Q: 3 clusters Score -5572870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5572876.500000 Penalty: 5270.375000
	Iteration 56Q: 3 clusters Score -5572876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5572876.500000 Penalty: 5270.375000
	Iteration 57Q: 3 clusters Score -5572876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5572877.000000 Penalty: 5270.375000
	Iteration 58Q: 3 clusters Score -5572877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5572877.000000 Penalty: 5270.375000
	Iteration 59F: 3 clusters Score -5572877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -111323.828125 Penalty: 1693.788940
	Iteration 0F: 2 clusters Score -111323.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -109498.484375 Penalty: 3387.577881
	Iteration 0F: 3 clusters Score -109498.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109811.460938 Penalty: 3387.577881
	Iteration 1F: 3 clusters Score -109811.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -109916.562500 Penalty: 3387.577881
	Iteration 2F: 3 clusters Score -109916.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109954.640625 Penalty: 3387.577881
	Iteration 3Q: 3 clusters Score -109954.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109975.781250 Penalty: 3387.577881
	Iteration 4Q: 3 clusters Score -109975.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -109990.351562 Penalty: 3387.577881
	Iteration 5Q: 3 clusters Score -109990.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110002.960938 Penalty: 3387.577881
	Iteration 6Q: 3 clusters Score -110003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110010.906250 Penalty: 3387.577881
	Iteration 7Q: 3 clusters Score -110010.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110016.546875 Penalty: 3387.577881
	Iteration 8Q: 3 clusters Score -110016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110019.000000 Penalty: 3387.577881
	Iteration 9Q: 3 clusters Score -110019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110022.453125 Penalty: 3387.577881
	Iteration 10Q: 3 clusters Score -110022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110024.117188 Penalty: 3387.577881
	Iteration 11Q: 3 clusters Score -110024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110024.117188 Penalty: 3387.577881
	Iteration 12F: 3 clusters Score -110024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -419695.625000 Penalty: 2006.039551
	Iteration 0F: 2 clusters Score -419695.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -416301.093750 Penalty: 4012.079102
	Iteration 0F: 3 clusters Score -416301.1 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -417131.531250 Penalty: 4012.079102
	Iteration 1F: 3 clusters Score -417131.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -417344.000000 Penalty: 4012.079102
	Iteration 2F: 3 clusters Score -417344 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -417492.625000 Penalty: 4012.079102
	Iteration 3F: 3 clusters Score -417492.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -417632.750000 Penalty: 4012.079102
	Iteration 4Q: 3 clusters Score -417632.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -417730.812500 Penalty: 4012.079102
	Iteration 5Q: 3 clusters Score -417730.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -417815.093750 Penalty: 4012.079102
	Iteration 6Q: 3 clusters Score -417815.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -417934.250000 Penalty: 4012.079102
	Iteration 7Q: 3 clusters Score -417934.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -418135.125000 Penalty: 4012.079102
	Iteration 8Q: 3 clusters Score -418135.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -418361.687500 Penalty: 4012.079102
	Iteration 9Q: 3 clusters Score -418361.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -418589.500000 Penalty: 4012.079102
	Iteration 10F: 3 clusters Score -418589.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -418770.093750 Penalty: 4012.079102
	Iteration 11Q: 3 clusters Score -418770.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -418871.687500 Penalty: 4012.079102
	Iteration 12Q: 3 clusters Score -418871.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -418964.593750 Penalty: 4012.079102
	Iteration 13Q: 3 clusters Score -418964.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -419071.281250 Penalty: 4012.079102
	Iteration 14Q: 3 clusters Score -419071.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -419134.968750 Penalty: 4012.079102
	Iteration 15Q: 3 clusters Score -419135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -419158.375000 Penalty: 4012.079102
	Iteration 16Q: 3 clusters Score -419158.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -419172.125000 Penalty: 4012.079102
	Iteration 17Q: 3 clusters Score -419172.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -419185.343750 Penalty: 4012.079102
	Iteration 18Q: 3 clusters Score -419185.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -419195.875000 Penalty: 4012.079102
	Iteration 19Q: 3 clusters Score -419195.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -419203.718750 Penalty: 4012.079102
	Iteration 20F: 3 clusters Score -419203.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -419208.562500 Penalty: 4012.079102
	Iteration 21Q: 3 clusters Score -419208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -419211.281250 Penalty: 4012.079102
	Iteration 22Q: 3 clusters Score -419211.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -419213.031250 Penalty: 4012.079102
	Iteration 23Q: 3 clusters Score -419213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -419216.593750 Penalty: 4012.079102
	Iteration 24Q: 3 clusters Score -419216.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -419222.031250 Penalty: 4012.079102
	Iteration 25Q: 3 clusters Score -419222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -419222.750000 Penalty: 4012.079102
	Iteration 26Q: 3 clusters Score -419222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -419224.031250 Penalty: 4012.079102
	Iteration 27Q: 3 clusters Score -419224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -419224.031250 Penalty: 4012.079102
	Iteration 28F: 3 clusters Score -419224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Entering Unmasked Estep 
Score: -1237215.750000 Penalty: 2277.376221
	Iteration 0F: 2 clusters Score -1237216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1229660.375000 Penalty: 4554.752441
	Iteration 0F: 3 clusters Score -1229660 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1231933.250000 Penalty: 4554.752441
	Iteration 1F: 3 clusters Score -1231933 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1232368.875000 Penalty: 4554.752441
	Iteration 2F: 3 clusters Score -1232369 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1232685.000000 Penalty: 4554.752441
	Iteration 3F: 3 clusters Score -1232685 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1232924.750000 Penalty: 4554.752441
	Iteration 4Q: 3 clusters Score -1232925 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1233106.750000 Penalty: 4554.752441
	Iteration 5Q: 3 clusters Score -1233107 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1233254.875000 Penalty: 4554.752441
	Iteration 6Q: 3 clusters Score -1233255 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1233409.500000 Penalty: 4554.752441
	Iteration 7Q: 3 clusters Score -1233410 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1233548.250000 Penalty: 4554.752441
	Iteration 8Q: 3 clusters Score -1233548 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1233688.750000 Penalty: 4554.752441
	Iteration 9Q: 3 clusters Score -1233689 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1233807.375000 Penalty: 4554.752441
	Iteration 10Q: 3 clusters Score -1233807 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1233922.500000 Penalty: 4554.752441
	Iteration 11Q: 3 clusters Score -1233922 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1234018.875000 Penalty: 4554.752441
	Iteration 12Q: 3 clusters Score -1234019 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1234111.875000 Penalty: 4554.752441
	Iteration 13Q: 3 clusters Score -1234112 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1234188.750000 Penalty: 4554.752441
	Iteration 14Q: 3 clusters Score -1234189 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1234250.125000 Penalty: 4554.752441
	Iteration 15Q: 3 clusters Score -1234250 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1234312.000000 Penalty: 4554.752441
	Iteration 16Q: 3 clusters Score -1234312 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1234377.000000 Penalty: 4554.752441
	Iteration 17Q: 3 clusters Score -1234377 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1234440.000000 Penalty: 4554.752441
	Iteration 18Q: 3 clusters Score -1234440 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1234500.125000 Penalty: 4554.752441
	Iteration 19Q: 3 clusters Score -1234500 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1234575.500000 Penalty: 4554.752441
	Iteration 20F: 3 clusters Score -1234576 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1234658.000000 Penalty: 4554.752441
	Iteration 21Q: 3 clusters Score -1234658 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1234743.625000 Penalty: 4554.752441
	Iteration 22Q: 3 clusters Score -1234744 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1234823.750000 Penalty: 4554.752441
	Iteration 23Q: 3 clusters Score -1234824 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1234908.750000 Penalty: 4554.752441
	Iteration 24Q: 3 clusters Score -1234909 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1235008.125000 Penalty: 4554.752441
	Iteration 25Q: 3 clusters Score -1235008 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1235137.000000 Penalty: 4554.752441
	Iteration 26Q: 3 clusters Score -1235137 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1235260.000000 Penalty: 4554.752441
	Iteration 27Q: 3 clusters Score -1235260 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1235373.250000 Penalty: 4554.752441
	Iteration 28Q: 3 clusters Score -1235373 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1235487.750000 Penalty: 4554.752441
	Iteration 29Q: 3 clusters Score -1235488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1235591.375000 Penalty: 4554.752441
	Iteration 30Q: 3 clusters Score -1235591 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1235674.375000 Penalty: 4554.752441
	Iteration 31Q: 3 clusters Score -1235674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1235733.125000 Penalty: 4554.752441
	Iteration 32Q: 3 clusters Score -1235733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1235778.625000 Penalty: 4554.752441
	Iteration 33Q: 3 clusters Score -1235779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1235820.250000 Penalty: 4554.752441
	Iteration 34Q: 3 clusters Score -1235820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1235859.875000 Penalty: 4554.752441
	Iteration 35Q: 3 clusters Score -1235860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1235889.625000 Penalty: 4554.752441
	Iteration 36Q: 3 clusters Score -1235890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1235915.625000 Penalty: 4554.752441
	Iteration 37Q: 3 clusters Score -1235916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1235945.500000 Penalty: 4554.752441
	Iteration 38Q: 3 clusters Score -1235946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1235972.125000 Penalty: 4554.752441
	Iteration 39Q: 3 clusters Score -1235972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1236010.500000 Penalty: 4554.752441
	Iteration 40F: 3 clusters Score -1236010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1236058.750000 Penalty: 4554.752441
	Iteration 41Q: 3 clusters Score -1236059 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1236131.250000 Penalty: 4554.752441
	Iteration 42Q: 3 clusters Score -1236131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1236319.625000 Penalty: 4554.752441
	Iteration 43Q: 3 clusters Score -1236320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1236568.125000 Penalty: 4554.752441
	Iteration 44Q: 3 clusters Score -1236568 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1236767.750000 Penalty: 4554.752441
	Iteration 45Q: 3 clusters Score -1236768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1236896.000000 Penalty: 4554.752441
	Iteration 46Q: 3 clusters Score -1236896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1236975.000000 Penalty: 4554.752441
	Iteration 47Q: 3 clusters Score -1236975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1237033.125000 Penalty: 4554.752441
	Iteration 48Q: 3 clusters Score -1237033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1237048.375000 Penalty: 4554.752441
	Iteration 49Q: 3 clusters Score -1237048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1237059.625000 Penalty: 4554.752441
	Iteration 50Q: 3 clusters Score -1237060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1237063.375000 Penalty: 4554.752441
	Iteration 51Q: 3 clusters Score -1237063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1237061.250000 Penalty: 4554.752441
	Iteration 52Q: 3 clusters Score -1237061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1237063.750000 Penalty: 4554.752441
	Iteration 53Q: 3 clusters Score -1237064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1237074.000000 Penalty: 4554.752441
	Iteration 54F: 3 clusters Score -1237074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1237075.500000 Penalty: 4554.752441
	Iteration 55Q: 3 clusters Score -1237076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1237073.875000 Penalty: 4554.752441
	Iteration 56Q: 3 clusters Score -1237074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1237073.875000 Penalty: 4554.752441
	Iteration 57F: 3 clusters Score -1237074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Entering Unmasked Estep 
Score: -6294627.500000 Penalty: 2674.325439
	Iteration 0F: 2 clusters Score -6294628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -6261954.000000 Penalty: 5348.650879
	Iteration 0F: 3 clusters Score -6261954 nChanged 22288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -6274392.000000 Penalty: 5348.650879
	Iteration 1F: 3 clusters Score -6274392 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -6275201.000000 Penalty: 5348.650879
	Iteration 2Q: 3 clusters Score -6275201 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -6276312.000000 Penalty: 5348.650879
	Iteration 3F: 3 clusters Score -6276312 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -6277941.500000 Penalty: 5348.650879
	Iteration 4F: 3 clusters Score -6277942 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -6280216.500000 Penalty: 5348.650879
	Iteration 5F: 3 clusters Score -6280216 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -6283041.000000 Penalty: 5348.650879
	Iteration 6F: 3 clusters Score -6283041 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -6285928.000000 Penalty: 5348.650879
	Iteration 7F: 3 clusters Score -6285928 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -6288600.000000 Penalty: 5348.650879
	Iteration 8F: 3 clusters Score -6288600 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -6290493.500000 Penalty: 5348.650879
	Iteration 9Q: 3 clusters Score -6290494 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -6291491.500000 Penalty: 5348.650879
	Iteration 10Q: 3 clusters Score -6291492 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -6291903.500000 Penalty: 5348.650879
	Iteration 11Q: 3 clusters Score -6291904 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -6292051.500000 Penalty: 5348.650879
	Iteration 12Q: 3 clusters Score -6292052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -6292148.000000 Penalty: 5348.650879
	Iteration 13Q: 3 clusters Score -6292148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -6292187.000000 Penalty: 5348.650879
	Iteration 14Q: 3 clusters Score -6292187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -6292206.000000 Penalty: 5348.650879
	Iteration 15Q: 3 clusters Score -6292206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -6292232.500000 Penalty: 5348.650879
	Iteration 16Q: 3 clusters Score -6292232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -6292239.000000 Penalty: 5348.650879
	Iteration 17Q: 3 clusters Score -6292239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -6292251.500000 Penalty: 5348.650879
	Iteration 18Q: 3 clusters Score -6292252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -6292258.000000 Penalty: 5348.650879
	Iteration 19Q: 3 clusters Score -6292258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -6292266.000000 Penalty: 5348.650879
	Iteration 20F: 3 clusters Score -6292266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -6292275.500000 Penalty: 5348.650879
	Iteration 21Q: 3 clusters Score -6292276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -6292274.000000 Penalty: 5348.650879
	Iteration 22Q: 3 clusters Score -6292274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -6292275.000000 Penalty: 5348.650879
	Iteration 23Q: 3 clusters Score -6292275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -6292275.000000 Penalty: 5348.650879
	Iteration 24F: 3 clusters Score -6292275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Entering Unmasked Estep 
Score: -416168.500000 Penalty: 1998.622070
	Iteration 0F: 2 clusters Score -416168.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -412797.437500 Penalty: 3997.244141
	Iteration 0F: 3 clusters Score -412797.4 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -413544.312500 Penalty: 3997.244141
	Iteration 1F: 3 clusters Score -413544.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -413731.187500 Penalty: 3997.244141
	Iteration 2F: 3 clusters Score -413731.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -413841.406250 Penalty: 3997.244141
	Iteration 3Q: 3 clusters Score -413841.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -413960.750000 Penalty: 3997.244141
	Iteration 4Q: 3 clusters Score -413960.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -414069.968750 Penalty: 3997.244141
	Iteration 5Q: 3 clusters Score -414070 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -414166.687500 Penalty: 3997.244141
	Iteration 6Q: 3 clusters Score -414166.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -414281.031250 Penalty: 3997.244141
	Iteration 7Q: 3 clusters Score -414281 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -414375.437500 Penalty: 3997.244141
	Iteration 8Q: 3 clusters Score -414375.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -414465.375000 Penalty: 3997.244141
	Iteration 9Q: 3 clusters Score -414465.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -414557.937500 Penalty: 3997.244141
	Iteration 10Q: 3 clusters Score -414557.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -414732.937500 Penalty: 3997.244141
	Iteration 11Q: 3 clusters Score -414732.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -414907.312500 Penalty: 3997.244141
	Iteration 12Q: 3 clusters Score -414907.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -415146.281250 Penalty: 3997.244141
	Iteration 13Q: 3 clusters Score -415146.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -415438.656250 Penalty: 3997.244141
	Iteration 14F: 3 clusters Score -415438.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -415902.906250 Penalty: 3997.244141
	Iteration 15F: 3 clusters Score -415902.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -416428.375000 Penalty: 3997.244141
	Iteration 16F: 3 clusters Score -416428.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -416781.437500 Penalty: 3997.244141
	Iteration 17F: 3 clusters Score -416781.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -416983.906250 Penalty: 3997.244141
	Iteration 18Q: 3 clusters Score -416983.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -417100.312500 Penalty: 3997.244141
	Iteration 19Q: 3 clusters Score -417100.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -417142.031250 Penalty: 3997.244141
	Iteration 20F: 3 clusters Score -417142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -417152.093750 Penalty: 3997.244141
	Iteration 21Q: 3 clusters Score -417152.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -417154.906250 Penalty: 3997.244141
	Iteration 22Q: 3 clusters Score -417154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -417154.906250 Penalty: 3997.244141
	Iteration 23F: 3 clusters Score -417154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 179163 members 
Mstep: Class 2 contains 41182 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 9730 members 
Mstep: Class 6 contains 48222 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 37860 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 188480 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19532 members 
Mstep: Class 14 contains 149857 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 192281 members 
Mstep: Class 18 contains 170740 members 
Mstep: Class 21 contains 39254 members 
Mstep: Class 23 contains 5139 members 
Entering Unmasked Estep 
Score: -144345136.000000 Penalty: 68977.492188
Splitting cluster 7 changes total score from -144345440.000000 to -144345136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (37860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Entering Unmasked Estep 
Score: -5065778.500000 Penalty: 2614.329346
	Iteration 0F: 2 clusters Score -5065778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -5040070.000000 Penalty: 5228.658691
	Iteration 0F: 3 clusters Score -5040070 nChanged 17290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -5049492.000000 Penalty: 5228.658691
	Iteration 1F: 3 clusters Score -5049492 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -5050036.000000 Penalty: 5228.658691
	Iteration 2Q: 3 clusters Score -5050036 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -5050625.500000 Penalty: 5228.658691
	Iteration 3Q: 3 clusters Score -5050626 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -5051395.500000 Penalty: 5228.658691
	Iteration 4Q: 3 clusters Score -5051396 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -5052337.000000 Penalty: 5228.658691
	Iteration 5F: 3 clusters Score -5052337 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5053700.500000 Penalty: 5228.658691
	Iteration 6F: 3 clusters Score -5053700 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -5055587.500000 Penalty: 5228.658691
	Iteration 7F: 3 clusters Score -5055588 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -5057863.500000 Penalty: 5228.658691
	Iteration 8F: 3 clusters Score -5057864 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5060327.000000 Penalty: 5228.658691
	Iteration 9F: 3 clusters Score -5060327 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -5061982.500000 Penalty: 5228.658691
	Iteration 10F: 3 clusters Score -5061982 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -5062475.500000 Penalty: 5228.658691
	Iteration 11Q: 3 clusters Score -5062476 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -5062642.500000 Penalty: 5228.658691
	Iteration 12Q: 3 clusters Score -5062642 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -5062735.500000 Penalty: 5228.658691
	Iteration 13Q: 3 clusters Score -5062736 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -5062794.500000 Penalty: 5228.658691
	Iteration 14Q: 3 clusters Score -5062794 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5062847 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -5062898.500000 Penalty: 5228.658691
	Iteration 16Q: 3 clusters Score -5062898 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -5062909.000000 Penalty: 5228.658691
	Iteration 17Q: 3 clusters Score -5062909 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5062967 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -5062993.000000 Penalty: 5228.658691
	Iteration 19Q: 3 clusters Score -5062993 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -5063040.000000 Penalty: 5228.658691
	Iteration 20F: 3 clusters Score -5063040 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -5063065.000000 Penalty: 5228.658691
	Iteration 21Q: 3 clusters Score -5063065 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5063082 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -5063111.500000 Penalty: 5228.658691
	Iteration 23Q: 3 clusters Score -5063112 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -5063134.000000 Penalty: 5228.658691
	Iteration 24Q: 3 clusters Score -5063134 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -5063160.000000 Penalty: 5228.658691
	Iteration 25Q: 3 clusters Score -5063160 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -5063182.000000 Penalty: 5228.658691
	Iteration 26Q: 3 clusters Score -5063182 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -5063177.000000 Penalty: 5228.658691
	Iteration 27Q: 3 clusters Score -5063177 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -5063197.500000 Penalty: 5228.658691
	Iteration 28Q: 3 clusters Score -5063198 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -5063210.000000 Penalty: 5228.658691
	Iteration 29Q: 3 clusters Score -5063210 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -5063224.000000 Penalty: 5228.658691
	Iteration 30Q: 3 clusters Score -5063224 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -5063261.000000 Penalty: 5228.658691
	Iteration 31Q: 3 clusters Score -5063261 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -5063259.000000 Penalty: 5228.658691
	Iteration 32Q: 3 clusters Score -5063259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -5063263.000000 Penalty: 5228.658691
	Iteration 33Q: 3 clusters Score -5063263 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -5063274.500000 Penalty: 5228.658691
	Iteration 34Q: 3 clusters Score -5063274 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -5063288.000000 Penalty: 5228.658691
	Iteration 35Q: 3 clusters Score -5063288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -5063297.000000 Penalty: 5228.658691
	Iteration 36Q: 3 clusters Score -5063297 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -5063300.000000 Penalty: 5228.658691
	Iteration 37Q: 3 clusters Score -5063300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -5063307.500000 Penalty: 5228.658691
	Iteration 38Q: 3 clusters Score -5063308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -5063322.000000 Penalty: 5228.658691
	Iteration 39Q: 3 clusters Score -5063322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -5063317.500000 Penalty: 5228.658691
	Iteration 40F: 3 clusters Score -5063318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5063322.500000 Penalty: 5228.658691
	Iteration 41Q: 3 clusters Score -5063322 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -5063323.000000 Penalty: 5228.658691
	Iteration 42Q: 3 clusters Score -5063323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -5063337.000000 Penalty: 5228.658691
	Iteration 43Q: 3 clusters Score -5063337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -5063340.500000 Penalty: 5228.658691
	Iteration 44Q: 3 clusters Score -5063340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -5063344.000000 Penalty: 5228.658691
	Iteration 45Q: 3 clusters Score -5063344 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -5063340.500000 Penalty: 5228.658691
	Iteration 46Q: 3 clusters Score -5063340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -5063346.000000 Penalty: 5228.658691
	Iteration 47Q: 3 clusters Score -5063346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -5063343.000000 Penalty: 5228.658691
	Iteration 48Q: 3 clusters Score -5063343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5063352.500000 Penalty: 5228.658691
	Iteration 49Q: 3 clusters Score -5063352 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -5063358.000000 Penalty: 5228.658691
	Iteration 50Q: 3 clusters Score -5063358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5063373.000000 Penalty: 5228.658691
	Iteration 51Q: 3 clusters Score -5063373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -5063368.500000 Penalty: 5228.658691
	Iteration 52Q: 3 clusters Score -5063368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5063374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -5063377.500000 Penalty: 5228.658691
	Iteration 54Q: 3 clusters Score -5063378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -5063388.500000 Penalty: 5228.658691
	Iteration 55Q: 3 clusters Score -5063388 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -5063391.000000 Penalty: 5228.658691
	Iteration 56Q: 3 clusters Score -5063391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -5063383.000000 Penalty: 5228.658691
	Iteration 57Q: 3 clusters Score -5063383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -5063393.500000 Penalty: 5228.658691
	Iteration 58Q: 3 clusters Score -5063394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5063386.500000 Penalty: 5228.658691
	Iteration 59Q: 3 clusters Score -5063386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -5063384.500000 Penalty: 5228.658691
	Iteration 60F: 3 clusters Score -5063384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -5063402.500000 Penalty: 5228.658691
	Iteration 61Q: 3 clusters Score -5063402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -5063401.000000 Penalty: 5228.658691
	Iteration 62Q: 3 clusters Score -5063401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -5063415.500000 Penalty: 5228.658691
	Iteration 63Q: 3 clusters Score -5063416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -5063412.000000 Penalty: 5228.658691
	Iteration 64Q: 3 clusters Score -5063412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -5063429.000000 Penalty: 5228.658691
	Iteration 65Q: 3 clusters Score -5063429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -5063437.000000 Penalty: 5228.658691
	Iteration 66Q: 3 clusters Score -5063437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -5063440.500000 Penalty: 5228.658691
	Iteration 67Q: 3 clusters Score -5063440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -5063447.500000 Penalty: 5228.658691
	Iteration 68Q: 3 clusters Score -5063448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -5063439.000000 Penalty: 5228.658691
	Iteration 69Q: 3 clusters Score -5063439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -5063453.500000 Penalty: 5228.658691
	Iteration 70Q: 3 clusters Score -5063454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -5063460.500000 Penalty: 5228.658691
	Iteration 71Q: 3 clusters Score -5063460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -5063476.000000 Penalty: 5228.658691
	Iteration 72Q: 3 clusters Score -5063476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -5063487.500000 Penalty: 5228.658691
	Iteration 73Q: 3 clusters Score -5063488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -5063497.500000 Penalty: 5228.658691
	Iteration 74Q: 3 clusters Score -5063498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -5063506.500000 Penalty: 5228.658691
	Iteration 75Q: 3 clusters Score -5063506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -5063520.000000 Penalty: 5228.658691
	Iteration 76Q: 3 clusters Score -5063520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -5063514.000000 Penalty: 5228.658691
	Iteration 77Q: 3 clusters Score -5063514 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -5063531.000000 Penalty: 5228.658691
	Iteration 78Q: 3 clusters Score -5063531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -5063543.000000 Penalty: 5228.658691
	Iteration 79Q: 3 clusters Score -5063543 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -5063546.500000 Penalty: 5228.658691
	Iteration 80F: 3 clusters Score -5063546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -5063537.000000 Penalty: 5228.658691
	Iteration 81Q: 3 clusters Score -5063537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -5063540.500000 Penalty: 5228.658691
	Iteration 82Q: 3 clusters Score -5063540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -5063536.500000 Penalty: 5228.658691
	Iteration 83Q: 3 clusters Score -5063536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5063541.000000 Penalty: 5228.658691
	Iteration 84Q: 3 clusters Score -5063541 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -5063548.500000 Penalty: 5228.658691
	Iteration 85Q: 3 clusters Score -5063548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -5063554.500000 Penalty: 5228.658691
	Iteration 86Q: 3 clusters Score -5063554 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -5063550.000000 Penalty: 5228.658691
	Iteration 87Q: 3 clusters Score -5063550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -5063544.500000 Penalty: 5228.658691
	Iteration 88Q: 3 clusters Score -5063544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -5063561.000000 Penalty: 5228.658691
	Iteration 89Q: 3 clusters Score -5063561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -5063567.500000 Penalty: 5228.658691
	Iteration 90Q: 3 clusters Score -5063568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -5063567.000000 Penalty: 5228.658691
	Iteration 91Q: 3 clusters Score -5063567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -5063569.500000 Penalty: 5228.658691
	Iteration 92Q: 3 clusters Score -5063570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -5063564.000000 Penalty: 5228.658691
	Iteration 93Q: 3 clusters Score -5063564 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32580 members 
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Entering Unmasked Estep 
Score: -5063569.000000 Penalty: 5228.658691
	Iteration 94Q: 3 clusters Score -5063569 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -5063563.000000 Penalty: 5228.658691
	Iteration 95Q: 3 clusters Score -5063563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -5063573.000000 Penalty: 5228.658691
	Iteration 96Q: 3 clusters Score -5063573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -5063569.500000 Penalty: 5228.658691
	Iteration 97Q: 3 clusters Score -5063570 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -5063581.500000 Penalty: 5228.658691
	Iteration 98Q: 3 clusters Score -5063582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -5063577.000000 Penalty: 5228.658691
	Iteration 99Q: 3 clusters Score -5063577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -5063567.500000 Penalty: 5228.658691
	Iteration 100F: 3 clusters Score -5063568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -5063571.500000 Penalty: 5228.658691
	Iteration 101Q: 3 clusters Score -5063572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -5063572.500000 Penalty: 5228.658691
	Iteration 102Q: 3 clusters Score -5063572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -5063572.000000 Penalty: 5228.658691
	Iteration 103Q: 3 clusters Score -5063572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -5063573.500000 Penalty: 5228.658691
	Iteration 104Q: 3 clusters Score -5063574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -5063579.000000 Penalty: 5228.658691
	Iteration 105Q: 3 clusters Score -5063579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -5063579.000000 Penalty: 5228.658691
	Iteration 106Q: 3 clusters Score -5063579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -5063578.000000 Penalty: 5228.658691
	Iteration 107Q: 3 clusters Score -5063578 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -5063585.500000 Penalty: 5228.658691
	Iteration 108Q: 3 clusters Score -5063586 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5063585.000000 Penalty: 5228.658691
	Iteration 109Q: 3 clusters Score -5063585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -5063580.000000 Penalty: 5228.658691
	Iteration 110Q: 3 clusters Score -5063580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -5063593.500000 Penalty: 5228.658691
	Iteration 111Q: 3 clusters Score -5063594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -5063587.000000 Penalty: 5228.658691
	Iteration 112Q: 3 clusters Score -5063587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -5063595.000000 Penalty: 5228.658691
	Iteration 113Q: 3 clusters Score -5063595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -5063597.500000 Penalty: 5228.658691
	Iteration 114Q: 3 clusters Score -5063598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -5063599.500000 Penalty: 5228.658691
	Iteration 115Q: 3 clusters Score -5063600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5063589.500000 Penalty: 5228.658691
	Iteration 116Q: 3 clusters Score -5063590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5063592.000000 Penalty: 5228.658691
	Iteration 117Q: 3 clusters Score -5063592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -5063584.000000 Penalty: 5228.658691
	Iteration 118Q: 3 clusters Score -5063584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5063578.000000 Penalty: 5228.658691
	Iteration 119Q: 3 clusters Score -5063578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -5063575.000000 Penalty: 5228.658691
	Iteration 120F: 3 clusters Score -5063575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -5063579.000000 Penalty: 5228.658691
	Iteration 121Q: 3 clusters Score -5063579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -5063567.000000 Penalty: 5228.658691
	Iteration 122Q: 3 clusters Score -5063567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -5063574.500000 Penalty: 5228.658691
	Iteration 123Q: 3 clusters Score -5063574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5063581.500000 Penalty: 5228.658691
	Iteration 124Q: 3 clusters Score -5063582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5063579.500000 Penalty: 5228.658691
	Iteration 125Q: 3 clusters Score -5063580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -5063589.000000 Penalty: 5228.658691
	Iteration 126Q: 3 clusters Score -5063589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -5063597.500000 Penalty: 5228.658691
	Iteration 127Q: 3 clusters Score -5063598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5063605.000000 Penalty: 5228.658691
	Iteration 128Q: 3 clusters Score -5063605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -5063607.500000 Penalty: 5228.658691
	Iteration 129Q: 3 clusters Score -5063608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -5063608.500000 Penalty: 5228.658691
	Iteration 130Q: 3 clusters Score -5063608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -5063619.000000 Penalty: 5228.658691
	Iteration 131Q: 3 clusters Score -5063619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -5063621.500000 Penalty: 5228.658691
	Iteration 132Q: 3 clusters Score -5063622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -5063632.000000 Penalty: 5228.658691
	Iteration 133Q: 3 clusters Score -5063632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -5063636.000000 Penalty: 5228.658691
	Iteration 134Q: 3 clusters Score -5063636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -5063635.000000 Penalty: 5228.658691
	Iteration 135Q: 3 clusters Score -5063635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5063632.000000 Penalty: 5228.658691
	Iteration 136Q: 3 clusters Score -5063632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -5063635.500000 Penalty: 5228.658691
	Iteration 137Q: 3 clusters Score -5063636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -5063641.000000 Penalty: 5228.658691
	Iteration 138Q: 3 clusters Score -5063641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -5063645.000000 Penalty: 5228.658691
	Iteration 139Q: 3 clusters Score -5063645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5063651.500000 Penalty: 5228.658691
	Iteration 140F: 3 clusters Score -5063652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -5063647.000000 Penalty: 5228.658691
	Iteration 141Q: 3 clusters Score -5063647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -5063653.500000 Penalty: 5228.658691
	Iteration 142Q: 3 clusters Score -5063654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -5063653.000000 Penalty: 5228.658691
	Iteration 143Q: 3 clusters Score -5063653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5063657.000000 Penalty: 5228.658691
	Iteration 144Q: 3 clusters Score -5063657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5063651.500000 Penalty: 5228.658691
	Iteration 145Q: 3 clusters Score -5063652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -5063654.000000 Penalty: 5228.658691
	Iteration 146Q: 3 clusters Score -5063654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5063650.500000 Penalty: 5228.658691
	Iteration 147Q: 3 clusters Score -5063650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -5063647.500000 Penalty: 5228.658691
	Iteration 148Q: 3 clusters Score -5063648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5063647.000000 Penalty: 5228.658691
	Iteration 149Q: 3 clusters Score -5063647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -5063653.000000 Penalty: 5228.658691
	Iteration 150Q: 3 clusters Score -5063653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -5063655.000000 Penalty: 5228.658691
	Iteration 151Q: 3 clusters Score -5063655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5063654.500000 Penalty: 5228.658691
	Iteration 152Q: 3 clusters Score -5063654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5063657.000000 Penalty: 5228.658691
	Iteration 153Q: 3 clusters Score -5063657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -5063665.500000 Penalty: 5228.658691
	Iteration 154Q: 3 clusters Score -5063666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -5063669.500000 Penalty: 5228.658691
	Iteration 155Q: 3 clusters Score -5063670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -5063667.000000 Penalty: 5228.658691
	Iteration 156Q: 3 clusters Score -5063667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -5063672.500000 Penalty: 5228.658691
	Iteration 157Q: 3 clusters Score -5063672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5063674.500000 Penalty: 5228.658691
	Iteration 158Q: 3 clusters Score -5063674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -5063677.500000 Penalty: 5228.658691
	Iteration 159Q: 3 clusters Score -5063678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -5063683.000000 Penalty: 5228.658691
	Iteration 160F: 3 clusters Score -5063683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -5063681.000000 Penalty: 5228.658691
	Iteration 161Q: 3 clusters Score -5063681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5063674.500000 Penalty: 5228.658691
	Iteration 162Q: 3 clusters Score -5063674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -5063678.000000 Penalty: 5228.658691
	Iteration 163Q: 3 clusters Score -5063678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -5063673.500000 Penalty: 5228.658691
	Iteration 164Q: 3 clusters Score -5063674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -5063681.500000 Penalty: 5228.658691
	Iteration 165Q: 3 clusters Score -5063682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -5063679.000000 Penalty: 5228.658691
	Iteration 166Q: 3 clusters Score -5063679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5063684.000000 Penalty: 5228.658691
	Iteration 167Q: 3 clusters Score -5063684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5063688.000000 Penalty: 5228.658691
	Iteration 168Q: 3 clusters Score -5063688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -5063691.500000 Penalty: 5228.658691
	Iteration 169Q: 3 clusters Score -5063692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5063688.000000 Penalty: 5228.658691
	Iteration 170Q: 3 clusters Score -5063688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5063688.000000 Penalty: 5228.658691
	Iteration 171F: 3 clusters Score -5063688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -84582.359375 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -84582.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83012.039062 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -83012.04 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83429.046875 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -83429.05 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83766.507812 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -83766.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -84135.359375 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -84135.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -84425.171875 Penalty: 3268.789307
	Iteration 4F: 3 clusters Score -84425.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -84754.726562 Penalty: 3268.789307
	Iteration 5F: 3 clusters Score -84754.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84934.914062 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -84934.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85020.984375 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -85020.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -85109.187500 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -85109.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85162.054688 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -85162.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85212.312500 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -85212.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85225.039062 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -85225.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -85242.359375 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -85242.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85275.695312 Penalty: 3268.789307
	Iteration 13Q: 3 clusters Score -85275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85365.187500 Penalty: 3268.789307
	Iteration 14Q: 3 clusters Score -85365.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -85386.281250 Penalty: 3268.789307
	Iteration 15Q: 3 clusters Score -85386.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85428.062500 Penalty: 3268.789307
	Iteration 16Q: 3 clusters Score -85428.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85428.062500 Penalty: 3268.789307
	Iteration 17F: 3 clusters Score -85428.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 179163 members 
Mstep: Class 2 contains 41182 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 9730 members 
Mstep: Class 6 contains 48222 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 37860 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 188480 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19532 members 
Mstep: Class 14 contains 149857 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 192281 members 
Mstep: Class 18 contains 170740 members 
Mstep: Class 21 contains 39254 members 
Mstep: Class 23 contains 5139 members 
Entering Unmasked Estep 
Score: -144344800.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144345440.000000 to -144344800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -483573.750000 Penalty: 2042.632324
	Iteration 0F: 2 clusters Score -483573.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -479796.375000 Penalty: 4085.264648
	Iteration 0F: 3 clusters Score -479796.4 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -480724.031250 Penalty: 4085.264648
	Iteration 1F: 3 clusters Score -480724 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -480978.500000 Penalty: 4085.264648
	Iteration 2F: 3 clusters Score -480978.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -481171.125000 Penalty: 4085.264648
	Iteration 3F: 3 clusters Score -481171.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -481326.875000 Penalty: 4085.264648
	Iteration 4F: 3 clusters Score -481326.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -481478.312500 Penalty: 4085.264648
	Iteration 5Q: 3 clusters Score -481478.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -481599.500000 Penalty: 4085.264648
	Iteration 6Q: 3 clusters Score -481599.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -481691.406250 Penalty: 4085.264648
	Iteration 7Q: 3 clusters Score -481691.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -481773.593750 Penalty: 4085.264648
	Iteration 8Q: 3 clusters Score -481773.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -481849.750000 Penalty: 4085.264648
	Iteration 9Q: 3 clusters Score -481849.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -481910.968750 Penalty: 4085.264648
	Iteration 10Q: 3 clusters Score -481911 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -481964.281250 Penalty: 4085.264648
	Iteration 11Q: 3 clusters Score -481964.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -481998.406250 Penalty: 4085.264648
	Iteration 12Q: 3 clusters Score -481998.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -482024.062500 Penalty: 4085.264648
	Iteration 13Q: 3 clusters Score -482024.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -482051.031250 Penalty: 4085.264648
	Iteration 14Q: 3 clusters Score -482051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -482067.250000 Penalty: 4085.264648
	Iteration 15Q: 3 clusters Score -482067.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -482082.281250 Penalty: 4085.264648
	Iteration 16Q: 3 clusters Score -482082.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -482096.812500 Penalty: 4085.264648
	Iteration 17Q: 3 clusters Score -482096.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -482110.906250 Penalty: 4085.264648
	Iteration 18Q: 3 clusters Score -482110.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -482120.531250 Penalty: 4085.264648
	Iteration 19Q: 3 clusters Score -482120.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -482132.875000 Penalty: 4085.264648
	Iteration 20F: 3 clusters Score -482132.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -482141.656250 Penalty: 4085.264648
	Iteration 21Q: 3 clusters Score -482141.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -482145.656250 Penalty: 4085.264648
	Iteration 22Q: 3 clusters Score -482145.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -482149.875000 Penalty: 4085.264648
	Iteration 23Q: 3 clusters Score -482149.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -482154.406250 Penalty: 4085.264648
	Iteration 24Q: 3 clusters Score -482154.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -482159.812500 Penalty: 4085.264648
	Iteration 25Q: 3 clusters Score -482159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -482165.625000 Penalty: 4085.264648
	Iteration 26Q: 3 clusters Score -482165.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -482168.468750 Penalty: 4085.264648
	Iteration 27Q: 3 clusters Score -482168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -482171.437500 Penalty: 4085.264648
	Iteration 28Q: 3 clusters Score -482171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -482174.218750 Penalty: 4085.264648
	Iteration 29Q: 3 clusters Score -482174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -482175.906250 Penalty: 4085.264648
	Iteration 30Q: 3 clusters Score -482175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -482178.031250 Penalty: 4085.264648
	Iteration 31Q: 3 clusters Score -482178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -482179.187500 Penalty: 4085.264648
	Iteration 32Q: 3 clusters Score -482179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -482179.812500 Penalty: 4085.264648
	Iteration 33Q: 3 clusters Score -482179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -482181.906250 Penalty: 4085.264648
	Iteration 34Q: 3 clusters Score -482181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -482181.906250 Penalty: 4085.264648
	Iteration 35Q: 3 clusters Score -482181.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -482181.906250 Penalty: 4085.264648
	Iteration 36F: 3 clusters Score -482181.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (188480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188480 members 
Entering Unmasked Estep 
Score: -25322356.000000 Penalty: 3012.393311
	Iteration 0F: 2 clusters Score -2.532236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -25200502.000000 Penalty: 6024.786621
	Iteration 0F: 3 clusters Score -2.52005e+07 nChanged 90786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -25254054.000000 Penalty: 6024.786621
	Iteration 1F: 3 clusters Score -2.525405e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -25255226.000000 Penalty: 6024.786621
	Iteration 2Q: 3 clusters Score -2.525523e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99028 members 
Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
Score: -25256124.000000 Penalty: 6024.786621
	Iteration 3Q: 3 clusters Score -2.525612e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -25257538.000000 Penalty: 6024.786621
	Iteration 4Q: 3 clusters Score -2.525754e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105537 members 
Mstep: Class 2 contains 82943 members 
Entering Unmasked Estep 
Score: -25259796.000000 Penalty: 6024.786621
	Iteration 5Q: 3 clusters Score -2.52598e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111314 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -25263400.000000 Penalty: 6024.786621
	Iteration 6Q: 3 clusters Score -2.52634e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119169 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -25269114.000000 Penalty: 6024.786621
	Iteration 7F: 3 clusters Score -2.526911e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129130 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -25277490.000000 Penalty: 6024.786621
	Iteration 8F: 3 clusters Score -2.527749e+07 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139987 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -25287838.000000 Penalty: 6024.786621
	Iteration 9F: 3 clusters Score -2.528784e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150266 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -25298352.000000 Penalty: 6024.786621
	Iteration 10F: 3 clusters Score -2.529835e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158361 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -25305942.000000 Penalty: 6024.786621
	Iteration 11F: 3 clusters Score -2.530594e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -25310830.000000 Penalty: 6024.786621
	Iteration 12Q: 3 clusters Score -2.531083e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168315 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -25313274.000000 Penalty: 6024.786621
	Iteration 13Q: 3 clusters Score -2.531327e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171776 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -25314940.000000 Penalty: 6024.786621
	Iteration 14Q: 3 clusters Score -2.531494e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174713 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -25316128.000000 Penalty: 6024.786621
	Iteration 15Q: 3 clusters Score -2.531613e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177092 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -25317064.000000 Penalty: 6024.786621
	Iteration 16Q: 3 clusters Score -2.531706e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179057 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -25317734.000000 Penalty: 6024.786621
	Iteration 17Q: 3 clusters Score -2.531773e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180673 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -25318378.000000 Penalty: 6024.786621
	Iteration 18Q: 3 clusters Score -2.531838e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181971 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -25319094.000000 Penalty: 6024.786621
	Iteration 19Q: 3 clusters Score -2.531909e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182974 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -25319540.000000 Penalty: 6024.786621
	Iteration 20F: 3 clusters Score -2.531954e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183688 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -25319878.000000 Penalty: 6024.786621
	Iteration 21Q: 3 clusters Score -2.531988e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184186 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -25320070.000000 Penalty: 6024.786621
	Iteration 22Q: 3 clusters Score -2.532007e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184514 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -25320236.000000 Penalty: 6024.786621
	Iteration 23Q: 3 clusters Score -2.532024e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184735 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -25320350.000000 Penalty: 6024.786621
	Iteration 24Q: 3 clusters Score -2.532035e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184892 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -25320394.000000 Penalty: 6024.786621
	Iteration 25Q: 3 clusters Score -2.532039e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185012 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -25320396.000000 Penalty: 6024.786621
	Iteration 26Q: 3 clusters Score -2.53204e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185096 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -25320470.000000 Penalty: 6024.786621
	Iteration 27Q: 3 clusters Score -2.532047e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185164 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -25320490.000000 Penalty: 6024.786621
	Iteration 28Q: 3 clusters Score -2.532049e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185224 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -25320460.000000 Penalty: 6024.786621
	Iteration 29Q: 3 clusters Score -2.532046e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185263 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -25320484.000000 Penalty: 6024.786621
	Iteration 30Q: 3 clusters Score -2.532048e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185282 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -25320518.000000 Penalty: 6024.786621
	Iteration 31Q: 3 clusters Score -2.532052e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185302 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -25320502.000000 Penalty: 6024.786621
	Iteration 32Q: 3 clusters Score -2.53205e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185309 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -25320512.000000 Penalty: 6024.786621
	Iteration 33Q: 3 clusters Score -2.532051e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185313 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -25320522.000000 Penalty: 6024.786621
	Iteration 34Q: 3 clusters Score -2.532052e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185321 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -25320538.000000 Penalty: 6024.786621
	Iteration 35Q: 3 clusters Score -2.532054e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185326 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -25320550.000000 Penalty: 6024.786621
	Iteration 36Q: 3 clusters Score -2.532055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185323 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -25320534.000000 Penalty: 6024.786621
	Iteration 37Q: 3 clusters Score -2.532053e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185333 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -25320526.000000 Penalty: 6024.786621
	Iteration 38Q: 3 clusters Score -2.532053e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -25320504.000000 Penalty: 6024.786621
	Iteration 39Q: 3 clusters Score -2.53205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185331 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -25320520.000000 Penalty: 6024.786621
	Iteration 40F: 3 clusters Score -2.532052e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185331 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -25320498.000000 Penalty: 6024.786621
	Iteration 41Q: 3 clusters Score -2.53205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185336 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -25320528.000000 Penalty: 6024.786621
	Iteration 42Q: 3 clusters Score -2.532053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185339 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -25320510.000000 Penalty: 6024.786621
	Iteration 43Q: 3 clusters Score -2.532051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185335 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -25320504.000000 Penalty: 6024.786621
	Iteration 44Q: 3 clusters Score -2.53205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185335 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -25320512.000000 Penalty: 6024.786621
	Iteration 45Q: 3 clusters Score -2.532051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185336 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -25320496.000000 Penalty: 6024.786621
	Iteration 46Q: 3 clusters Score -2.53205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185334 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -25320488.000000 Penalty: 6024.786621
	Iteration 47Q: 3 clusters Score -2.532049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185330 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -25320498.000000 Penalty: 6024.786621
	Iteration 48Q: 3 clusters Score -2.53205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -25320502.000000 Penalty: 6024.786621
	Iteration 49Q: 3 clusters Score -2.53205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185327 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -25320506.000000 Penalty: 6024.786621
	Iteration 50Q: 3 clusters Score -2.532051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -25320504.000000 Penalty: 6024.786621
	Iteration 51Q: 3 clusters Score -2.53205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -25320502.000000 Penalty: 6024.786621
	Iteration 52Q: 3 clusters Score -2.53205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185325 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -25320476.000000 Penalty: 6024.786621
	Iteration 53Q: 3 clusters Score -2.532048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185326 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -25320478.000000 Penalty: 6024.786621
	Iteration 54Q: 3 clusters Score -2.532048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185326 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -25320488.000000 Penalty: 6024.786621
	Iteration 55Q: 3 clusters Score -2.532049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185322 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -25320502.000000 Penalty: 6024.786621
	Iteration 56Q: 3 clusters Score -2.53205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185318 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -25320516.000000 Penalty: 6024.786621
	Iteration 57Q: 3 clusters Score -2.532052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185315 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -25320508.000000 Penalty: 6024.786621
	Iteration 58Q: 3 clusters Score -2.532051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185314 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -25320518.000000 Penalty: 6024.786621
	Iteration 59Q: 3 clusters Score -2.532052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185312 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -25320528.000000 Penalty: 6024.786621
	Iteration 60F: 3 clusters Score -2.532053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185311 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -25320516.000000 Penalty: 6024.786621
	Iteration 61Q: 3 clusters Score -2.532052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185311 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -25320516.000000 Penalty: 6024.786621
	Iteration 62F: 3 clusters Score -2.532052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -114391.210938 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -114391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -112511.531250 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -112511.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112804.726562 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -112804.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112916.656250 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -112916.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112956.710938 Penalty: 3375.088867
	Iteration 3Q: 3 clusters Score -112956.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112982.570312 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -112982.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -113001.414062 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -113001.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -113024.312500 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -113024.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -113054.140625 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -113054.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113102.679688 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -113102.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -113174.273438 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -113174.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -113332.632812 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -113332.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -113396.117188 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -113396.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -113438.320312 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -113438.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -113483.984375 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -113484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -113513.750000 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -113513.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -113532.992188 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -113533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -113543.726562 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -113543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -113559.148438 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -113559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -113567.945312 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -113567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -113570.617188 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -113570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -113570.617188 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -113570.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Entering Unmasked Estep 
Score: -2607988.500000 Penalty: 2450.192627
	Iteration 0F: 2 clusters Score -2607988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2594293.250000 Penalty: 4900.385254
	Iteration 0F: 3 clusters Score -2594293 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2598794.500000 Penalty: 4900.385254
	Iteration 1F: 3 clusters Score -2598794 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2599128.000000 Penalty: 4900.385254
	Iteration 2Q: 3 clusters Score -2599128 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2599379.750000 Penalty: 4900.385254
	Iteration 3Q: 3 clusters Score -2599380 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2599597.250000 Penalty: 4900.385254
	Iteration 4Q: 3 clusters Score -2599597 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2599805.750000 Penalty: 4900.385254
	Iteration 5Q: 3 clusters Score -2599806 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2599989.000000 Penalty: 4900.385254
	Iteration 6Q: 3 clusters Score -2599989 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2600203.750000 Penalty: 4900.385254
	Iteration 7Q: 3 clusters Score -2600204 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2600437.500000 Penalty: 4900.385254
	Iteration 8Q: 3 clusters Score -2600438 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2600735.750000 Penalty: 4900.385254
	Iteration 9Q: 3 clusters Score -2600736 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2601105.000000 Penalty: 4900.385254
	Iteration 10Q: 3 clusters Score -2601105 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2601534.500000 Penalty: 4900.385254
	Iteration 11Q: 3 clusters Score -2601534 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2602027.750000 Penalty: 4900.385254
	Iteration 12Q: 3 clusters Score -2602028 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2602577.500000 Penalty: 4900.385254
	Iteration 13Q: 3 clusters Score -2602578 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2603172.750000 Penalty: 4900.385254
	Iteration 14Q: 3 clusters Score -2603173 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2603734.500000 Penalty: 4900.385254
	Iteration 15Q: 3 clusters Score -2603734 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2604195.500000 Penalty: 4900.385254
	Iteration 16Q: 3 clusters Score -2604196 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2604548.500000 Penalty: 4900.385254
	Iteration 17Q: 3 clusters Score -2604548 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2604785.250000 Penalty: 4900.385254
	Iteration 18Q: 3 clusters Score -2604785 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2604939.000000 Penalty: 4900.385254
	Iteration 19Q: 3 clusters Score -2604939 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2605056.250000 Penalty: 4900.385254
	Iteration 20F: 3 clusters Score -2605056 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2605154.000000 Penalty: 4900.385254
	Iteration 21Q: 3 clusters Score -2605154 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2605243.500000 Penalty: 4900.385254
	Iteration 22Q: 3 clusters Score -2605244 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2605340.750000 Penalty: 4900.385254
	Iteration 23Q: 3 clusters Score -2605341 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2605426.250000 Penalty: 4900.385254
	Iteration 24Q: 3 clusters Score -2605426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2605501.250000 Penalty: 4900.385254
	Iteration 25Q: 3 clusters Score -2605501 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2605549.750000 Penalty: 4900.385254
	Iteration 26Q: 3 clusters Score -2605550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2605594.750000 Penalty: 4900.385254
	Iteration 27Q: 3 clusters Score -2605595 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2605643.500000 Penalty: 4900.385254
	Iteration 28Q: 3 clusters Score -2605644 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2605668.750000 Penalty: 4900.385254
	Iteration 29Q: 3 clusters Score -2605669 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2605697.250000 Penalty: 4900.385254
	Iteration 30Q: 3 clusters Score -2605697 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2605733.250000 Penalty: 4900.385254
	Iteration 31Q: 3 clusters Score -2605733 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2605761.500000 Penalty: 4900.385254
	Iteration 32Q: 3 clusters Score -2605762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2605784.750000 Penalty: 4900.385254
	Iteration 33Q: 3 clusters Score -2605785 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2605805.750000 Penalty: 4900.385254
	Iteration 34Q: 3 clusters Score -2605806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2605839.500000 Penalty: 4900.385254
	Iteration 35Q: 3 clusters Score -2605840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2605861.000000 Penalty: 4900.385254
	Iteration 36Q: 3 clusters Score -2605861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2605883.000000 Penalty: 4900.385254
	Iteration 37Q: 3 clusters Score -2605883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2605895.500000 Penalty: 4900.385254
	Iteration 38Q: 3 clusters Score -2605896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2605908.500000 Penalty: 4900.385254
	Iteration 39Q: 3 clusters Score -2605908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2605921.500000 Penalty: 4900.385254
	Iteration 40F: 3 clusters Score -2605922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2605943.250000 Penalty: 4900.385254
	Iteration 41Q: 3 clusters Score -2605943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2605944.500000 Penalty: 4900.385254
	Iteration 42Q: 3 clusters Score -2605944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2605953.000000 Penalty: 4900.385254
	Iteration 43Q: 3 clusters Score -2605953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2605959.500000 Penalty: 4900.385254
	Iteration 44Q: 3 clusters Score -2605960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2605968.750000 Penalty: 4900.385254
	Iteration 45Q: 3 clusters Score -2605969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2605969.250000 Penalty: 4900.385254
	Iteration 46Q: 3 clusters Score -2605969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2605972.750000 Penalty: 4900.385254
	Iteration 47Q: 3 clusters Score -2605973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2605974.500000 Penalty: 4900.385254
	Iteration 48Q: 3 clusters Score -2605974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2605976.000000 Penalty: 4900.385254
	Iteration 49Q: 3 clusters Score -2605976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2605988.750000 Penalty: 4900.385254
	Iteration 50Q: 3 clusters Score -2605989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2605986.250000 Penalty: 4900.385254
	Iteration 51Q: 3 clusters Score -2605986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2605988.500000 Penalty: 4900.385254
	Iteration 52Q: 3 clusters Score -2605988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2605993.750000 Penalty: 4900.385254
	Iteration 53Q: 3 clusters Score -2605994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2605992.750000 Penalty: 4900.385254
	Iteration 54Q: 3 clusters Score -2605993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2605997.250000 Penalty: 4900.385254
	Iteration 55Q: 3 clusters Score -2605997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2605996.500000 Penalty: 4900.385254
	Iteration 56Q: 3 clusters Score -2605996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2606002.250000 Penalty: 4900.385254
	Iteration 57Q: 3 clusters Score -2606002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2606004.000000 Penalty: 4900.385254
	Iteration 58Q: 3 clusters Score -2606004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2606007.750000 Penalty: 4900.385254
	Iteration 59Q: 3 clusters Score -2606008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2606008.750000 Penalty: 4900.385254
	Iteration 60F: 3 clusters Score -2606009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2606018.750000 Penalty: 4900.385254
	Iteration 61Q: 3 clusters Score -2606019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2606015.750000 Penalty: 4900.385254
	Iteration 62Q: 3 clusters Score -2606016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2606027.250000 Penalty: 4900.385254
	Iteration 63Q: 3 clusters Score -2606027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2606027.000000 Penalty: 4900.385254
	Iteration 64Q: 3 clusters Score -2606027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2606027.250000 Penalty: 4900.385254
	Iteration 65Q: 3 clusters Score -2606027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2606028.250000 Penalty: 4900.385254
	Iteration 66Q: 3 clusters Score -2606028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2606031.000000 Penalty: 4900.385254
	Iteration 67Q: 3 clusters Score -2606031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2606032.500000 Penalty: 4900.385254
	Iteration 68Q: 3 clusters Score -2606032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2606034.000000 Penalty: 4900.385254
	Iteration 69Q: 3 clusters Score -2606034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2606042.500000 Penalty: 4900.385254
	Iteration 70Q: 3 clusters Score -2606042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2606043.750000 Penalty: 4900.385254
	Iteration 71Q: 3 clusters Score -2606044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2606046.500000 Penalty: 4900.385254
	Iteration 72Q: 3 clusters Score -2606046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2606052.000000 Penalty: 4900.385254
	Iteration 73Q: 3 clusters Score -2606052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2606055.500000 Penalty: 4900.385254
	Iteration 74Q: 3 clusters Score -2606056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2606051.500000 Penalty: 4900.385254
	Iteration 75Q: 3 clusters Score -2606052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2606050.000000 Penalty: 4900.385254
	Iteration 76Q: 3 clusters Score -2606050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2606050.000000 Penalty: 4900.385254
	Iteration 77F: 3 clusters Score -2606050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (149857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149857 members 
Entering Unmasked Estep 
Score: -20123596.000000 Penalty: 2955.524170
	Iteration 0F: 2 clusters Score -2.01236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -20023748.000000 Penalty: 5911.048340
	Iteration 0F: 3 clusters Score -2.002375e+07 nChanged 71667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -20065448.000000 Penalty: 5911.048340
	Iteration 1F: 3 clusters Score -2.006545e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -20066446.000000 Penalty: 5911.048340
	Iteration 2Q: 3 clusters Score -2.006645e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -20067996.000000 Penalty: 5911.048340
	Iteration 3Q: 3 clusters Score -2.0068e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -20070136.000000 Penalty: 5911.048340
	Iteration 4Q: 3 clusters Score -2.007014e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -20072998.000000 Penalty: 5911.048340
	Iteration 5Q: 3 clusters Score -2.0073e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -20076852.000000 Penalty: 5911.048340
	Iteration 6Q: 3 clusters Score -2.007685e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 97715 members 
Entering Unmasked Estep 
Score: -20081846.000000 Penalty: 5911.048340
	Iteration 7F: 3 clusters Score -2.008185e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 104825 members 
Entering Unmasked Estep 
Score: -20088128.000000 Penalty: 5911.048340
	Iteration 8F: 3 clusters Score -2.008813e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 112543 members 
Entering Unmasked Estep 
Score: -20094754.000000 Penalty: 5911.048340
	Iteration 9F: 3 clusters Score -2.009475e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 120025 members 
Entering Unmasked Estep 
Score: -20101056.000000 Penalty: 5911.048340
	Iteration 10F: 3 clusters Score -2.010106e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 126848 members 
Entering Unmasked Estep 
Score: -20106446.000000 Penalty: 5911.048340
	Iteration 11Q: 3 clusters Score -2.010645e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 132609 members 
Entering Unmasked Estep 
Score: -20110686.000000 Penalty: 5911.048340
	Iteration 12Q: 3 clusters Score -2.011069e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 137186 members 
Entering Unmasked Estep 
Score: -20113884.000000 Penalty: 5911.048340
	Iteration 13Q: 3 clusters Score -2.011388e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 140691 members 
Entering Unmasked Estep 
Score: -20116200.000000 Penalty: 5911.048340
	Iteration 14Q: 3 clusters Score -2.01162e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 143273 members 
Entering Unmasked Estep 
Score: -20117686.000000 Penalty: 5911.048340
	Iteration 15Q: 3 clusters Score -2.011769e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 145114 members 
Entering Unmasked Estep 
Score: -20118764.000000 Penalty: 5911.048340
	Iteration 16Q: 3 clusters Score -2.011876e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 146379 members 
Entering Unmasked Estep 
Score: -20119518.000000 Penalty: 5911.048340
	Iteration 17Q: 3 clusters Score -2.011952e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 147216 members 
Entering Unmasked Estep 
Score: -20119988.000000 Penalty: 5911.048340
	Iteration 18Q: 3 clusters Score -2.011999e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 147771 members 
Entering Unmasked Estep 
Score: -20120324.000000 Penalty: 5911.048340
	Iteration 19Q: 3 clusters Score -2.012032e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 148151 members 
Entering Unmasked Estep 
Score: -20120510.000000 Penalty: 5911.048340
	Iteration 20F: 3 clusters Score -2.012051e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 148404 members 
Entering Unmasked Estep 
Score: -20120636.000000 Penalty: 5911.048340
	Iteration 21Q: 3 clusters Score -2.012064e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 148593 members 
Entering Unmasked Estep 
Score: -20120764.000000 Penalty: 5911.048340
	Iteration 22Q: 3 clusters Score -2.012076e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 148702 members 
Entering Unmasked Estep 
Score: -20120852.000000 Penalty: 5911.048340
	Iteration 23Q: 3 clusters Score -2.012085e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 148782 members 
Entering Unmasked Estep 
Score: -20120882.000000 Penalty: 5911.048340
	Iteration 24Q: 3 clusters Score -2.012088e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -20120942.000000 Penalty: 5911.048340
	Iteration 25Q: 3 clusters Score -2.012094e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 148886 members 
Entering Unmasked Estep 
Score: -20120998.000000 Penalty: 5911.048340
	Iteration 26Q: 3 clusters Score -2.0121e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 148924 members 
Entering Unmasked Estep 
Score: -20120992.000000 Penalty: 5911.048340
	Iteration 27Q: 3 clusters Score -2.012099e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 148954 members 
Entering Unmasked Estep 
Score: -20121048.000000 Penalty: 5911.048340
	Iteration 28Q: 3 clusters Score -2.012105e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 148976 members 
Entering Unmasked Estep 
Score: -20121070.000000 Penalty: 5911.048340
	Iteration 29Q: 3 clusters Score -2.012107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 149000 members 
Entering Unmasked Estep 
Score: -20121080.000000 Penalty: 5911.048340
	Iteration 30Q: 3 clusters Score -2.012108e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 149019 members 
Entering Unmasked Estep 
Score: -20121098.000000 Penalty: 5911.048340
	Iteration 31Q: 3 clusters Score -2.01211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -20121098.000000 Penalty: 5911.048340
	Iteration 32Q: 3 clusters Score -2.01211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 149043 members 
Entering Unmasked Estep 
Score: -20121092.000000 Penalty: 5911.048340
	Iteration 33Q: 3 clusters Score -2.012109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 149052 members 
Entering Unmasked Estep 
Score: -20121108.000000 Penalty: 5911.048340
	Iteration 34Q: 3 clusters Score -2.012111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 149060 members 
Entering Unmasked Estep 
Score: -20121114.000000 Penalty: 5911.048340
	Iteration 35Q: 3 clusters Score -2.012111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 149064 members 
Entering Unmasked Estep 
Score: -20121122.000000 Penalty: 5911.048340
	Iteration 36Q: 3 clusters Score -2.012112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 149066 members 
Entering Unmasked Estep 
Score: -20121132.000000 Penalty: 5911.048340
	Iteration 37Q: 3 clusters Score -2.012113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -20121138.000000 Penalty: 5911.048340
	Iteration 38Q: 3 clusters Score -2.012114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -20121144.000000 Penalty: 5911.048340
	Iteration 39Q: 3 clusters Score -2.012114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -20121142.000000 Penalty: 5911.048340
	Iteration 40F: 3 clusters Score -2.012114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 149069 members 
Entering Unmasked Estep 
Score: -20121138.000000 Penalty: 5911.048340
	Iteration 41Q: 3 clusters Score -2.012114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 149071 members 
Entering Unmasked Estep 
Score: -20121136.000000 Penalty: 5911.048340
	Iteration 42Q: 3 clusters Score -2.012114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 149074 members 
Entering Unmasked Estep 
Score: -20121136.000000 Penalty: 5911.048340
	Iteration 43Q: 3 clusters Score -2.012114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 149076 members 
Entering Unmasked Estep 
Score: -20121138.000000 Penalty: 5911.048340
	Iteration 44Q: 3 clusters Score -2.012114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 149078 members 
Entering Unmasked Estep 
Score: -20121130.000000 Penalty: 5911.048340
	Iteration 45Q: 3 clusters Score -2.012113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 149082 members 
Entering Unmasked Estep 
Score: -20121122.000000 Penalty: 5911.048340
	Iteration 46Q: 3 clusters Score -2.012112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 149086 members 
Entering Unmasked Estep 
Score: -20121130.000000 Penalty: 5911.048340
	Iteration 47Q: 3 clusters Score -2.012113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 149092 members 
Entering Unmasked Estep 
Score: -20121130.000000 Penalty: 5911.048340
	Iteration 48Q: 3 clusters Score -2.012113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 149098 members 
Entering Unmasked Estep 
Score: -20121148.000000 Penalty: 5911.048340
	Iteration 49Q: 3 clusters Score -2.012115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 149103 members 
Entering Unmasked Estep 
Score: -20121160.000000 Penalty: 5911.048340
	Iteration 50Q: 3 clusters Score -2.012116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 149111 members 
Entering Unmasked Estep 
Score: -20121146.000000 Penalty: 5911.048340
	Iteration 51Q: 3 clusters Score -2.012115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 149121 members 
Entering Unmasked Estep 
Score: -20121144.000000 Penalty: 5911.048340
	Iteration 52Q: 3 clusters Score -2.012114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 149127 members 
Entering Unmasked Estep 
Score: -20121158.000000 Penalty: 5911.048340
	Iteration 53Q: 3 clusters Score -2.012116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 149136 members 
Entering Unmasked Estep 
Score: -20121166.000000 Penalty: 5911.048340
	Iteration 54Q: 3 clusters Score -2.012117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 149147 members 
Entering Unmasked Estep 
Score: -20121158.000000 Penalty: 5911.048340
	Iteration 55Q: 3 clusters Score -2.012116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 149154 members 
Entering Unmasked Estep 
Score: -20121158.000000 Penalty: 5911.048340
	Iteration 56Q: 3 clusters Score -2.012116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 149156 members 
Entering Unmasked Estep 
Score: -20121160.000000 Penalty: 5911.048340
	Iteration 57Q: 3 clusters Score -2.012116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 149156 members 
Entering Unmasked Estep 
Score: -20121164.000000 Penalty: 5911.048340
	Iteration 58Q: 3 clusters Score -2.012116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 149156 members 
Entering Unmasked Estep 
Score: -20121164.000000 Penalty: 5911.048340
	Iteration 59F: 3 clusters Score -2.012116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -161236.546875 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -161236.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159138.000000 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -159138 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -159569.343750 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -159569.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -159731.531250 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -159731.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159899.750000 Penalty: 3567.322266
	Iteration 3F: 3 clusters Score -159899.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -160092.171875 Penalty: 3567.322266
	Iteration 4Q: 3 clusters Score -160092.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -160341.937500 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -160341.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160606.921875 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -160606.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -160909.812500 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -160909.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161190.781250 Penalty: 3567.322266
	Iteration 8F: 3 clusters Score -161190.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -161366.484375 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -161366.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -161533.171875 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -161533.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161687.421875 Penalty: 3567.322266
	Iteration 11Q: 3 clusters Score -161687.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -161762.890625 Penalty: 3567.322266
	Iteration 12Q: 3 clusters Score -161762.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -161803.562500 Penalty: 3567.322266
	Iteration 13Q: 3 clusters Score -161803.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -161823.078125 Penalty: 3567.322266
	Iteration 14Q: 3 clusters Score -161823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -161825.437500 Penalty: 3567.322266
	Iteration 15Q: 3 clusters Score -161825.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -161825.437500 Penalty: 3567.322266
	Iteration 16F: 3 clusters Score -161825.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 179163 members 
Mstep: Class 2 contains 41182 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 9730 members 
Mstep: Class 6 contains 48222 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 37860 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 188480 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19532 members 
Mstep: Class 14 contains 149857 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 428 members 
Mstep: Class 17 contains 192281 members 
Mstep: Class 18 contains 170740 members 
Mstep: Class 21 contains 39254 members 
Mstep: Class 23 contains 5139 members 
Entering Unmasked Estep 
Score: -144344592.000000 Penalty: 68977.492188
Splitting cluster 15 changes total score from -144345440.000000 to -144344592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (192281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192281 members 
Entering Unmasked Estep 
Score: -25734012.000000 Penalty: 3017.344727
	Iteration 0F: 2 clusters Score -2.573401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95650 members 
Mstep: Class 2 contains 96631 members 
Entering Unmasked Estep 
Score: -25609082.000000 Penalty: 6034.689453
	Iteration 0F: 3 clusters Score -2.560908e+07 nChanged 92621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -25663628.000000 Penalty: 6034.689453
	Iteration 1F: 3 clusters Score -2.566363e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 108742 members 
Entering Unmasked Estep 
Score: -25665784.000000 Penalty: 6034.689453
	Iteration 2Q: 3 clusters Score -2.566578e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 116124 members 
Entering Unmasked Estep 
Score: -25669078.000000 Penalty: 6034.689453
	Iteration 3Q: 3 clusters Score -2.566908e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 126879 members 
Entering Unmasked Estep 
Score: -25675974.000000 Penalty: 6034.689453
	Iteration 4F: 3 clusters Score -2.567597e+07 nChanged 15004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 141731 members 
Entering Unmasked Estep 
Score: -25687386.000000 Penalty: 6034.689453
	Iteration 5F: 3 clusters Score -2.568739e+07 nChanged 17519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -25702984.000000 Penalty: 6034.689453
	Iteration 6F: 3 clusters Score -2.570298e+07 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 174867 members 
Entering Unmasked Estep 
Score: -25716928.000000 Penalty: 6034.689453
	Iteration 7F: 3 clusters Score -2.571693e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 184646 members 
Entering Unmasked Estep 
Score: -25725392.000000 Penalty: 6034.689453
	Iteration 8F: 3 clusters Score -2.572539e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 188929 members 
Entering Unmasked Estep 
Score: -25728856.000000 Penalty: 6034.689453
	Iteration 9Q: 3 clusters Score -2.572886e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 190520 members 
Entering Unmasked Estep 
Score: -25730270.000000 Penalty: 6034.689453
	Iteration 10Q: 3 clusters Score -2.573027e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 191142 members 
Entering Unmasked Estep 
Score: -25730798.000000 Penalty: 6034.689453
	Iteration 11Q: 3 clusters Score -2.57308e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 191382 members 
Entering Unmasked Estep 
Score: -25731072.000000 Penalty: 6034.689453
	Iteration 12Q: 3 clusters Score -2.573107e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 191503 members 
Entering Unmasked Estep 
Score: -25731136.000000 Penalty: 6034.689453
	Iteration 13Q: 3 clusters Score -2.573114e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 191564 members 
Entering Unmasked Estep 
Score: -25731242.000000 Penalty: 6034.689453
	Iteration 14Q: 3 clusters Score -2.573124e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 191602 members 
Entering Unmasked Estep 
Score: -25731312.000000 Penalty: 6034.689453
	Iteration 15Q: 3 clusters Score -2.573131e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 191615 members 
Entering Unmasked Estep 
Score: -25731356.000000 Penalty: 6034.689453
	Iteration 16Q: 3 clusters Score -2.573136e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 191639 members 
Entering Unmasked Estep 
Score: -25731352.000000 Penalty: 6034.689453
	Iteration 17Q: 3 clusters Score -2.573135e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 191663 members 
Entering Unmasked Estep 
Score: -25731396.000000 Penalty: 6034.689453
	Iteration 18Q: 3 clusters Score -2.57314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 191680 members 
Entering Unmasked Estep 
Score: -25731392.000000 Penalty: 6034.689453
	Iteration 19Q: 3 clusters Score -2.573139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 191694 members 
Entering Unmasked Estep 
Score: -25731384.000000 Penalty: 6034.689453
	Iteration 20F: 3 clusters Score -2.573138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 191696 members 
Entering Unmasked Estep 
Score: -25731400.000000 Penalty: 6034.689453
	Iteration 21Q: 3 clusters Score -2.57314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 191702 members 
Entering Unmasked Estep 
Score: -25731428.000000 Penalty: 6034.689453
	Iteration 22Q: 3 clusters Score -2.573143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 191705 members 
Entering Unmasked Estep 
Score: -25731456.000000 Penalty: 6034.689453
	Iteration 23Q: 3 clusters Score -2.573146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 191709 members 
Entering Unmasked Estep 
Score: -25731462.000000 Penalty: 6034.689453
	Iteration 24Q: 3 clusters Score -2.573146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 191710 members 
Entering Unmasked Estep 
Score: -25731462.000000 Penalty: 6034.689453
	Iteration 25Q: 3 clusters Score -2.573146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 191712 members 
Entering Unmasked Estep 
Score: -25731464.000000 Penalty: 6034.689453
	Iteration 26Q: 3 clusters Score -2.573146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 191714 members 
Entering Unmasked Estep 
Score: -25731470.000000 Penalty: 6034.689453
	Iteration 27Q: 3 clusters Score -2.573147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 191716 members 
Entering Unmasked Estep 
Score: -25731466.000000 Penalty: 6034.689453
	Iteration 28Q: 3 clusters Score -2.573147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 191721 members 
Entering Unmasked Estep 
Score: -25731484.000000 Penalty: 6034.689453
	Iteration 29Q: 3 clusters Score -2.573148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 191724 members 
Entering Unmasked Estep 
Score: -25731490.000000 Penalty: 6034.689453
	Iteration 30Q: 3 clusters Score -2.573149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 191732 members 
Entering Unmasked Estep 
Score: -25731492.000000 Penalty: 6034.689453
	Iteration 31Q: 3 clusters Score -2.573149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 191735 members 
Entering Unmasked Estep 
Score: -25731502.000000 Penalty: 6034.689453
	Iteration 32Q: 3 clusters Score -2.57315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 191738 members 
Entering Unmasked Estep 
Score: -25731520.000000 Penalty: 6034.689453
	Iteration 33Q: 3 clusters Score -2.573152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 191736 members 
Entering Unmasked Estep 
Score: -25731504.000000 Penalty: 6034.689453
	Iteration 34Q: 3 clusters Score -2.57315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 191733 members 
Entering Unmasked Estep 
Score: -25731516.000000 Penalty: 6034.689453
	Iteration 35Q: 3 clusters Score -2.573152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 191733 members 
Entering Unmasked Estep 
Score: -25731520.000000 Penalty: 6034.689453
	Iteration 36Q: 3 clusters Score -2.573152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 191734 members 
Entering Unmasked Estep 
Score: -25731534.000000 Penalty: 6034.689453
	Iteration 37Q: 3 clusters Score -2.573153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 191734 members 
Entering Unmasked Estep 
Score: -25731534.000000 Penalty: 6034.689453
	Iteration 38F: 3 clusters Score -2.573153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170740 members 
Entering Unmasked Estep 
Score: -23026828.000000 Penalty: 2987.878418
	Iteration 0F: 2 clusters Score -2.302683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -22916430.000000 Penalty: 5975.756836
	Iteration 0F: 3 clusters Score -2.291643e+07 nChanged 81799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -22963534.000000 Penalty: 5975.756836
	Iteration 1F: 3 clusters Score -2.296353e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 91884 members 
Entering Unmasked Estep 
Score: -22964388.000000 Penalty: 5975.756836
	Iteration 2Q: 3 clusters Score -2.296439e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -22966204.000000 Penalty: 5975.756836
	Iteration 3Q: 3 clusters Score -2.29662e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -22969460.000000 Penalty: 5975.756836
	Iteration 4Q: 3 clusters Score -2.296946e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 112344 members 
Entering Unmasked Estep 
Score: -22975740.000000 Penalty: 5975.756836
	Iteration 5F: 3 clusters Score -2.297574e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 125554 members 
Entering Unmasked Estep 
Score: -22986618.000000 Penalty: 5975.756836
	Iteration 6F: 3 clusters Score -2.298662e+07 nChanged 15657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 140547 members 
Entering Unmasked Estep 
Score: -23000806.000000 Penalty: 5975.756836
	Iteration 7F: 3 clusters Score -2.300081e+07 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 153171 members 
Entering Unmasked Estep 
Score: -23013240.000000 Penalty: 5975.756836
	Iteration 8F: 3 clusters Score -2.301324e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 160941 members 
Entering Unmasked Estep 
Score: -23020324.000000 Penalty: 5975.756836
	Iteration 9Q: 3 clusters Score -2.302032e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 165202 members 
Entering Unmasked Estep 
Score: -23023388.000000 Penalty: 5975.756836
	Iteration 10Q: 3 clusters Score -2.302339e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 167221 members 
Entering Unmasked Estep 
Score: -23024390.000000 Penalty: 5975.756836
	Iteration 11Q: 3 clusters Score -2.302439e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 168123 members 
Entering Unmasked Estep 
Score: -23024864.000000 Penalty: 5975.756836
	Iteration 12Q: 3 clusters Score -2.302486e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 168585 members 
Entering Unmasked Estep 
Score: -23025070.000000 Penalty: 5975.756836
	Iteration 13Q: 3 clusters Score -2.302507e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 168806 members 
Entering Unmasked Estep 
Score: -23025130.000000 Penalty: 5975.756836
	Iteration 14Q: 3 clusters Score -2.302513e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 168948 members 
Entering Unmasked Estep 
Score: -23025206.000000 Penalty: 5975.756836
	Iteration 15Q: 3 clusters Score -2.302521e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 169043 members 
Entering Unmasked Estep 
Score: -23025208.000000 Penalty: 5975.756836
	Iteration 16Q: 3 clusters Score -2.302521e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 169137 members 
Entering Unmasked Estep 
Score: -23025270.000000 Penalty: 5975.756836
	Iteration 17Q: 3 clusters Score -2.302527e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 169196 members 
Entering Unmasked Estep 
Score: -23025246.000000 Penalty: 5975.756836
	Iteration 18Q: 3 clusters Score -2.302525e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 169230 members 
Entering Unmasked Estep 
Score: -23025260.000000 Penalty: 5975.756836
	Iteration 19Q: 3 clusters Score -2.302526e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 169265 members 
Entering Unmasked Estep 
Score: -23025232.000000 Penalty: 5975.756836
	Iteration 20F: 3 clusters Score -2.302523e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 169291 members 
Entering Unmasked Estep 
Score: -23025236.000000 Penalty: 5975.756836
	Iteration 21Q: 3 clusters Score -2.302524e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 169315 members 
Entering Unmasked Estep 
Score: -23025276.000000 Penalty: 5975.756836
	Iteration 22Q: 3 clusters Score -2.302528e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 169339 members 
Entering Unmasked Estep 
Score: -23025286.000000 Penalty: 5975.756836
	Iteration 23Q: 3 clusters Score -2.302529e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 169355 members 
Entering Unmasked Estep 
Score: -23025266.000000 Penalty: 5975.756836
	Iteration 24Q: 3 clusters Score -2.302527e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 169361 members 
Entering Unmasked Estep 
Score: -23025290.000000 Penalty: 5975.756836
	Iteration 25Q: 3 clusters Score -2.302529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 169373 members 
Entering Unmasked Estep 
Score: -23025282.000000 Penalty: 5975.756836
	Iteration 26Q: 3 clusters Score -2.302528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 169383 members 
Entering Unmasked Estep 
Score: -23025282.000000 Penalty: 5975.756836
	Iteration 27Q: 3 clusters Score -2.302528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 169391 members 
Entering Unmasked Estep 
Score: -23025278.000000 Penalty: 5975.756836
	Iteration 28Q: 3 clusters Score -2.302528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 169398 members 
Entering Unmasked Estep 
Score: -23025282.000000 Penalty: 5975.756836
	Iteration 29Q: 3 clusters Score -2.302528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 169400 members 
Entering Unmasked Estep 
Score: -23025296.000000 Penalty: 5975.756836
	Iteration 30Q: 3 clusters Score -2.30253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 169405 members 
Entering Unmasked Estep 
Score: -23025308.000000 Penalty: 5975.756836
	Iteration 31Q: 3 clusters Score -2.302531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 169410 members 
Entering Unmasked Estep 
Score: -23025312.000000 Penalty: 5975.756836
	Iteration 32Q: 3 clusters Score -2.302531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 169418 members 
Entering Unmasked Estep 
Score: -23025302.000000 Penalty: 5975.756836
	Iteration 33Q: 3 clusters Score -2.30253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 169421 members 
Entering Unmasked Estep 
Score: -23025300.000000 Penalty: 5975.756836
	Iteration 34Q: 3 clusters Score -2.30253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 169419 members 
Entering Unmasked Estep 
Score: -23025312.000000 Penalty: 5975.756836
	Iteration 35Q: 3 clusters Score -2.302531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 169419 members 
Entering Unmasked Estep 
Score: -23025312.000000 Penalty: 5975.756836
	Iteration 36F: 3 clusters Score -2.302531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Entering Unmasked Estep 
Score: -5304729.500000 Penalty: 2623.296387
	Iteration 0F: 2 clusters Score -5304730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -5278024.500000 Penalty: 5246.592773
	Iteration 0F: 3 clusters Score -5278024 nChanged 18029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -5288001.500000 Penalty: 5246.592773
	Iteration 1F: 3 clusters Score -5288002 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -5288552.000000 Penalty: 5246.592773
	Iteration 2Q: 3 clusters Score -5288552 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -5289248.000000 Penalty: 5246.592773
	Iteration 3Q: 3 clusters Score -5289248 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5290210.000000 Penalty: 5246.592773
	Iteration 4F: 3 clusters Score -5290210 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -5291635.500000 Penalty: 5246.592773
	Iteration 5F: 3 clusters Score -5291636 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -5293865.000000 Penalty: 5246.592773
	Iteration 6F: 3 clusters Score -5293865 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -5296854.000000 Penalty: 5246.592773
	Iteration 7F: 3 clusters Score -5296854 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -5299561.500000 Penalty: 5246.592773
	Iteration 8F: 3 clusters Score -5299562 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -5301300.000000 Penalty: 5246.592773
	Iteration 9Q: 3 clusters Score -5301300 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5302068.500000 Penalty: 5246.592773
	Iteration 10Q: 3 clusters Score -5302068 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -5302451.500000 Penalty: 5246.592773
	Iteration 11Q: 3 clusters Score -5302452 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -5302642.000000 Penalty: 5246.592773
	Iteration 12Q: 3 clusters Score -5302642 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5302784.000000 Penalty: 5246.592773
	Iteration 13Q: 3 clusters Score -5302784 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5302851.500000 Penalty: 5246.592773
	Iteration 14Q: 3 clusters Score -5302852 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5302925.000000 Penalty: 5246.592773
	Iteration 15Q: 3 clusters Score -5302925 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5302962.000000 Penalty: 5246.592773
	Iteration 16Q: 3 clusters Score -5302962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5302995.500000 Penalty: 5246.592773
	Iteration 17Q: 3 clusters Score -5302996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5303005.000000 Penalty: 5246.592773
	Iteration 18Q: 3 clusters Score -5303005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5303017.500000 Penalty: 5246.592773
	Iteration 19Q: 3 clusters Score -5303018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5303036.500000 Penalty: 5246.592773
	Iteration 20F: 3 clusters Score -5303036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5303050.000000 Penalty: 5246.592773
	Iteration 21Q: 3 clusters Score -5303050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5303054.000000 Penalty: 5246.592773
	Iteration 22Q: 3 clusters Score -5303054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5303055.000000 Penalty: 5246.592773
	Iteration 23Q: 3 clusters Score -5303055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5303054.500000 Penalty: 5246.592773
	Iteration 24Q: 3 clusters Score -5303054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5303054.000000 Penalty: 5246.592773
	Iteration 25Q: 3 clusters Score -5303054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5303053.500000 Penalty: 5246.592773
	Iteration 26Q: 3 clusters Score -5303054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5303062.500000 Penalty: 5246.592773
	Iteration 27Q: 3 clusters Score -5303062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5303074.000000 Penalty: 5246.592773
	Iteration 28Q: 3 clusters Score -5303074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5303083.000000 Penalty: 5246.592773
	Iteration 29Q: 3 clusters Score -5303083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5303086.500000 Penalty: 5246.592773
	Iteration 30Q: 3 clusters Score -5303086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5303090.000000 Penalty: 5246.592773
	Iteration 31Q: 3 clusters Score -5303090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5303097.000000 Penalty: 5246.592773
	Iteration 32Q: 3 clusters Score -5303097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5303103.500000 Penalty: 5246.592773
	Iteration 33Q: 3 clusters Score -5303104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5303102.500000 Penalty: 5246.592773
	Iteration 34Q: 3 clusters Score -5303102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5303104.500000 Penalty: 5246.592773
	Iteration 35Q: 3 clusters Score -5303104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5303104.000000 Penalty: 5246.592773
	Iteration 36Q: 3 clusters Score -5303104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5303103.000000 Penalty: 5246.592773
	Iteration 37Q: 3 clusters Score -5303103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5303101.500000 Penalty: 5246.592773
	Iteration 38Q: 3 clusters Score -5303102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5303099.500000 Penalty: 5246.592773
	Iteration 39Q: 3 clusters Score -5303100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5303099.000000 Penalty: 5246.592773
	Iteration 40F: 3 clusters Score -5303099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5303099.500000 Penalty: 5246.592773
	Iteration 41Q: 3 clusters Score -5303100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5303100.500000 Penalty: 5246.592773
	Iteration 42Q: 3 clusters Score -5303100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5303101.000000 Penalty: 5246.592773
	Iteration 43Q: 3 clusters Score -5303101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5303097.000000 Penalty: 5246.592773
	Iteration 44Q: 3 clusters Score -5303097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5303106.500000 Penalty: 5246.592773
	Iteration 45Q: 3 clusters Score -5303106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5303114.000000 Penalty: 5246.592773
	Iteration 46Q: 3 clusters Score -5303114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5303117.000000 Penalty: 5246.592773
	Iteration 47Q: 3 clusters Score -5303117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5303120.000000 Penalty: 5246.592773
	Iteration 48Q: 3 clusters Score -5303120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5303127.000000 Penalty: 5246.592773
	Iteration 49Q: 3 clusters Score -5303127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5303117.000000 Penalty: 5246.592773
	Iteration 50Q: 3 clusters Score -5303117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5303119.500000 Penalty: 5246.592773
	Iteration 51Q: 3 clusters Score -5303120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5303120.500000 Penalty: 5246.592773
	Iteration 52Q: 3 clusters Score -5303120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5303120.500000 Penalty: 5246.592773
	Iteration 53F: 3 clusters Score -5303120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -700481.812500 Penalty: 2119.064209
	Iteration 0F: 2 clusters Score -700481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -695853.937500 Penalty: 4238.128418
	Iteration 0F: 3 clusters Score -695853.9 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -696932.875000 Penalty: 4238.128418
	Iteration 1F: 3 clusters Score -696932.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -697183.125000 Penalty: 4238.128418
	Iteration 2F: 3 clusters Score -697183.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -697358.375000 Penalty: 4238.128418
	Iteration 3F: 3 clusters Score -697358.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -697510.812500 Penalty: 4238.128418
	Iteration 4Q: 3 clusters Score -697510.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -697645.750000 Penalty: 4238.128418
	Iteration 5Q: 3 clusters Score -697645.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -697758.437500 Penalty: 4238.128418
	Iteration 6Q: 3 clusters Score -697758.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -697847.750000 Penalty: 4238.128418
	Iteration 7Q: 3 clusters Score -697847.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -697902.062500 Penalty: 4238.128418
	Iteration 8Q: 3 clusters Score -697902.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -697954.062500 Penalty: 4238.128418
	Iteration 9Q: 3 clusters Score -697954.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -698012.625000 Penalty: 4238.128418
	Iteration 10Q: 3 clusters Score -698012.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -698059.250000 Penalty: 4238.128418
	Iteration 11Q: 3 clusters Score -698059.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -698097.687500 Penalty: 4238.128418
	Iteration 12Q: 3 clusters Score -698097.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -698122.062500 Penalty: 4238.128418
	Iteration 13Q: 3 clusters Score -698122.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -698140.625000 Penalty: 4238.128418
	Iteration 14Q: 3 clusters Score -698140.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -698154.625000 Penalty: 4238.128418
	Iteration 15Q: 3 clusters Score -698154.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -698167.437500 Penalty: 4238.128418
	Iteration 16Q: 3 clusters Score -698167.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -698180.187500 Penalty: 4238.128418
	Iteration 17Q: 3 clusters Score -698180.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -698192.875000 Penalty: 4238.128418
	Iteration 18Q: 3 clusters Score -698192.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -698201.687500 Penalty: 4238.128418
	Iteration 19Q: 3 clusters Score -698201.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -698206.125000 Penalty: 4238.128418
	Iteration 20F: 3 clusters Score -698206.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -698209.625000 Penalty: 4238.128418
	Iteration 21Q: 3 clusters Score -698209.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -698214.062500 Penalty: 4238.128418
	Iteration 22Q: 3 clusters Score -698214.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -698214.750000 Penalty: 4238.128418
	Iteration 23Q: 3 clusters Score -698214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -698216.750000 Penalty: 4238.128418
	Iteration 24Q: 3 clusters Score -698216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -698220.812500 Penalty: 4238.128418
	Iteration 25Q: 3 clusters Score -698220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -698224.125000 Penalty: 4238.128418
	Iteration 26Q: 3 clusters Score -698224.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -698224.625000 Penalty: 4238.128418
	Iteration 27Q: 3 clusters Score -698224.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -698225.250000 Penalty: 4238.128418
	Iteration 28Q: 3 clusters Score -698225.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -698225.625000 Penalty: 4238.128418
	Iteration 29Q: 3 clusters Score -698225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -698226.312500 Penalty: 4238.128418
	Iteration 30Q: 3 clusters Score -698226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -698228.625000 Penalty: 4238.128418
	Iteration 31Q: 3 clusters Score -698228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -698229.187500 Penalty: 4238.128418
	Iteration 32Q: 3 clusters Score -698229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -698229.500000 Penalty: 4238.128418
	Iteration 33Q: 3 clusters Score -698229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -698229.500000 Penalty: 4238.128418
	Iteration 34F: 3 clusters Score -698229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 179163 members 
Mstep: Class 2 contains 41182 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 9730 members 
Mstep: Class 6 contains 48222 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 37860 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 188480 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19532 members 
Mstep: Class 14 contains 149857 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192281 members 
Mstep: Class 18 contains 170740 members 
Mstep: Class 21 contains 39254 members 
Mstep: Class 23 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345728.000000 Penalty: 65528.617188
Iteration 119Q: 20 clusters Score -1.443457e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 179380 members 
Mstep: Class 2 contains 41149 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 48164 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 37437 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 188482 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19563 members 
Mstep: Class 14 contains 150202 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192265 members 
Mstep: Class 18 contains 170711 members 
Mstep: Class 21 contains 39219 members 
Mstep: Class 23 contains 5147 members 
Entering Unmasked Estep 
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Score: -144345840.000000 Penalty: 65528.617188
Iteration 120F: 20 clusters Score -1.443458e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 179527 members 
Mstep: Class 2 contains 41127 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 9717 members 
Mstep: Class 6 contains 48113 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 37051 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 188508 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19601 members 
Mstep: Class 14 contains 150548 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192242 members 
Mstep: Class 18 contains 170672 members 
Mstep: Class 21 contains 39195 members 
Mstep: Class 23 contains 5148 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -1.443459e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 9713 members 
Mstep: Class 6 contains 48043 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 36706 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 188495 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19636 members 
Mstep: Class 14 contains 150890 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192223 members 
Mstep: Class 18 contains 170633 members 
Mstep: Class 21 contains 39167 members 
Mstep: Class 23 contains 5152 members 
Entering Unmasked Estep 
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Iteration 122Q: 20 clusters Score -1.443458e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 179884 members 
Mstep: Class 2 contains 41063 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 9708 members 
Mstep: Class 6 contains 47974 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 36330 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 188492 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19660 members 
Mstep: Class 14 contains 151228 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192210 members 
Mstep: Class 18 contains 170598 members 
Mstep: Class 21 contains 39143 members 
Mstep: Class 23 contains 5157 members 
Entering Unmasked Estep 
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Iteration 123Q: 20 clusters Score -1.443457e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 180054 members 
Mstep: Class 2 contains 41041 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 9706 members 
Mstep: Class 6 contains 47913 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 35931 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 188503 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19684 members 
Mstep: Class 14 contains 151564 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192200 members 
Mstep: Class 18 contains 170561 members 
Mstep: Class 21 contains 39125 members 
Mstep: Class 23 contains 5165 members 
Entering Unmasked Estep 
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Iteration 124Q: 20 clusters Score -1.443458e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 180251 members 
Mstep: Class 2 contains 41034 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 9706 members 
Mstep: Class 6 contains 47853 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 35531 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 188498 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19702 members 
Mstep: Class 14 contains 151876 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192186 members 
Mstep: Class 18 contains 170537 members 
Mstep: Class 21 contains 39103 members 
Mstep: Class 23 contains 5174 members 
Entering Unmasked Estep 
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Iteration 125Q: 20 clusters Score -1.44346e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 180434 members 
Mstep: Class 2 contains 41021 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 9705 members 
Mstep: Class 6 contains 47811 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 35124 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 188443 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19718 members 
Mstep: Class 14 contains 152225 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192219 members 
Mstep: Class 18 contains 170499 members 
Mstep: Class 21 contains 39074 members 
Mstep: Class 23 contains 5182 members 
Entering Unmasked Estep 
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Iteration 126Q: 20 clusters Score -1.443457e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 180597 members 
Mstep: Class 2 contains 40998 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 9701 members 
Mstep: Class 6 contains 47749 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 34719 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 188419 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19740 members 
Mstep: Class 14 contains 152581 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192225 members 
Mstep: Class 18 contains 170486 members 
Mstep: Class 21 contains 39052 members 
Mstep: Class 23 contains 5192 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -1.44346e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 180722 members 
Mstep: Class 2 contains 40974 members 
Mstep: Class 3 contains 922 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 9700 members 
Mstep: Class 6 contains 47680 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 34368 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 188382 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19764 members 
Mstep: Class 14 contains 152903 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192270 members 
Mstep: Class 18 contains 170468 members 
Mstep: Class 21 contains 39028 members 
Mstep: Class 23 contains 5203 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -1.443457e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 180832 members 
Mstep: Class 2 contains 40943 members 
Mstep: Class 3 contains 920 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 9702 members 
Mstep: Class 6 contains 47606 members 
Mstep: Class 7 contains 3154 members 
Mstep: Class 8 contains 34043 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 188374 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19788 members 
Mstep: Class 14 contains 153194 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192312 members 
Mstep: Class 18 contains 170456 members 
Mstep: Class 21 contains 39000 members 
Mstep: Class 23 contains 5214 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -1.443459e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 180935 members 
Mstep: Class 2 contains 40913 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 9702 members 
Mstep: Class 6 contains 47559 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 33695 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 188392 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19812 members 
Mstep: Class 14 contains 153475 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192336 members 
Mstep: Class 18 contains 170439 members 
Mstep: Class 21 contains 38980 members 
Mstep: Class 23 contains 5229 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -1.443459e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 181006 members 
Mstep: Class 2 contains 40887 members 
Mstep: Class 3 contains 920 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 9701 members 
Mstep: Class 6 contains 47519 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 33323 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 188391 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19837 members 
Mstep: Class 14 contains 153790 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192380 members 
Mstep: Class 18 contains 170424 members 
Mstep: Class 21 contains 38973 members 
Mstep: Class 23 contains 5237 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -1.443462e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 181115 members 
Mstep: Class 2 contains 40866 members 
Mstep: Class 3 contains 920 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9699 members 
Mstep: Class 6 contains 47465 members 
Mstep: Class 7 contains 3152 members 
Mstep: Class 8 contains 32954 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 188401 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19862 members 
Mstep: Class 14 contains 154131 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192389 members 
Mstep: Class 18 contains 170394 members 
Mstep: Class 21 contains 38953 members 
Mstep: Class 23 contains 5246 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -1.443462e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 181253 members 
Mstep: Class 2 contains 40854 members 
Mstep: Class 3 contains 918 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 9700 members 
Mstep: Class 6 contains 47415 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 32562 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 188408 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19884 members 
Mstep: Class 14 contains 154453 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192379 members 
Mstep: Class 18 contains 170396 members 
Mstep: Class 21 contains 38920 members 
Mstep: Class 23 contains 5254 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -1.443464e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 181362 members 
Mstep: Class 2 contains 40834 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9698 members 
Mstep: Class 6 contains 47371 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 32184 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 188445 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19893 members 
Mstep: Class 14 contains 154741 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192393 members 
Mstep: Class 18 contains 170405 members 
Mstep: Class 21 contains 38893 members 
Mstep: Class 23 contains 5266 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -1.443461e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 181518 members 
Mstep: Class 2 contains 40797 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 9697 members 
Mstep: Class 6 contains 47329 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 31793 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 188480 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19903 members 
Mstep: Class 14 contains 155029 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192395 members 
Mstep: Class 18 contains 170405 members 
Mstep: Class 21 contains 38866 members 
Mstep: Class 23 contains 5276 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -1.443464e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 181780 members 
Mstep: Class 2 contains 40754 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9695 members 
Mstep: Class 6 contains 47274 members 
Mstep: Class 7 contains 3150 members 
Mstep: Class 8 contains 31364 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 188498 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19918 members 
Mstep: Class 14 contains 155299 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192381 members 
Mstep: Class 18 contains 170391 members 
Mstep: Class 21 contains 38844 members 
Mstep: Class 23 contains 5286 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -1.443467e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 182040 members 
Mstep: Class 2 contains 40724 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 9693 members 
Mstep: Class 6 contains 47217 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 30987 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 188495 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19941 members 
Mstep: Class 14 contains 155621 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192320 members 
Mstep: Class 18 contains 170345 members 
Mstep: Class 21 contains 38807 members 
Mstep: Class 23 contains 5292 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -1.443466e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 182279 members 
Mstep: Class 2 contains 40700 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9690 members 
Mstep: Class 6 contains 47164 members 
Mstep: Class 7 contains 3152 members 
Mstep: Class 8 contains 30592 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 188507 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19961 members 
Mstep: Class 14 contains 155913 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192271 members 
Mstep: Class 18 contains 170322 members 
Mstep: Class 21 contains 38781 members 
Mstep: Class 23 contains 5299 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -1.443467e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 182462 members 
Mstep: Class 2 contains 40678 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 9688 members 
Mstep: Class 6 contains 47132 members 
Mstep: Class 7 contains 3154 members 
Mstep: Class 8 contains 30205 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 188508 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19979 members 
Mstep: Class 14 contains 156235 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192224 members 
Mstep: Class 18 contains 170319 members 
Mstep: Class 21 contains 38741 members 
Mstep: Class 23 contains 5307 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -1.443468e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 182606 members 
Mstep: Class 2 contains 40658 members 
Mstep: Class 3 contains 918 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9681 members 
Mstep: Class 6 contains 47086 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 29821 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 188555 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 19991 members 
Mstep: Class 14 contains 156546 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192212 members 
Mstep: Class 18 contains 170321 members 
Mstep: Class 21 contains 38693 members 
Mstep: Class 23 contains 5313 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -1.443467e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 182730 members 
Mstep: Class 2 contains 40649 members 
Mstep: Class 3 contains 918 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 47056 members 
Mstep: Class 7 contains 3154 members 
Mstep: Class 8 contains 29457 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 3771 members 
Mstep: Class 11 contains 188616 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20008 members 
Mstep: Class 14 contains 156820 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192188 members 
Mstep: Class 18 contains 170314 members 
Mstep: Class 21 contains 38655 members 
Mstep: Class 23 contains 5319 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -1.443468e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 182919 members 
Mstep: Class 2 contains 40639 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 47031 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 29056 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 188683 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20029 members 
Mstep: Class 14 contains 157063 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192148 members 
Mstep: Class 18 contains 170283 members 
Mstep: Class 21 contains 38631 members 
Mstep: Class 23 contains 5331 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -1.443473e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 183162 members 
Mstep: Class 2 contains 40645 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 9679 members 
Mstep: Class 6 contains 46984 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 28625 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 188718 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20047 members 
Mstep: Class 14 contains 157316 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192113 members 
Mstep: Class 18 contains 170256 members 
Mstep: Class 21 contains 38600 members 
Mstep: Class 23 contains 5342 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -1.443475e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 183367 members 
Mstep: Class 2 contains 40660 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 9667 members 
Mstep: Class 6 contains 46947 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 28192 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 188732 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20065 members 
Mstep: Class 14 contains 157602 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192081 members 
Mstep: Class 18 contains 170247 members 
Mstep: Class 21 contains 38576 members 
Mstep: Class 23 contains 5347 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -1.443476e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 183593 members 
Mstep: Class 2 contains 40649 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 9663 members 
Mstep: Class 6 contains 46913 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 27788 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3768 members 
Mstep: Class 11 contains 188756 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20090 members 
Mstep: Class 14 contains 157853 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192032 members 
Mstep: Class 18 contains 170256 members 
Mstep: Class 21 contains 38536 members 
Mstep: Class 23 contains 5354 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -1.443477e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 183726 members 
Mstep: Class 2 contains 40645 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 46878 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 27414 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3766 members 
Mstep: Class 11 contains 188768 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20120 members 
Mstep: Class 14 contains 158154 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 192002 members 
Mstep: Class 18 contains 170255 members 
Mstep: Class 21 contains 38497 members 
Mstep: Class 23 contains 5360 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -1.443477e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 183806 members 
Mstep: Class 2 contains 40649 members 
Mstep: Class 3 contains 918 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 9665 members 
Mstep: Class 6 contains 46848 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 27035 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 188794 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20147 members 
Mstep: Class 14 contains 158414 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 191995 members 
Mstep: Class 18 contains 170283 members 
Mstep: Class 21 contains 38472 members 
Mstep: Class 23 contains 5369 members 
Entering Unmasked Estep 
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Iteration 147Q: 20 clusters Score -1.443477e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 183878 members 
Mstep: Class 2 contains 40664 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9662 members 
Mstep: Class 6 contains 46806 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 26671 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 188821 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20175 members 
Mstep: Class 14 contains 158663 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 191992 members 
Mstep: Class 18 contains 170318 members 
Mstep: Class 21 contains 38442 members 
Mstep: Class 23 contains 5378 members 
Entering Unmasked Estep 
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Iteration 148Q: 20 clusters Score -1.44348e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 183976 members 
Mstep: Class 2 contains 40680 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 46763 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 26305 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 188867 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20190 members 
Mstep: Class 14 contains 158910 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 191970 members 
Mstep: Class 18 contains 170359 members 
Mstep: Class 21 contains 38408 members 
Mstep: Class 23 contains 5385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348272.000000 Penalty: 65528.617188
Iteration 149Q: 20 clusters Score -1.443483e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184068 members 
Mstep: Class 2 contains 40689 members 
Mstep: Class 3 contains 918 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 9656 members 
Mstep: Class 6 contains 46727 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 25930 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 188944 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20199 members 
Mstep: Class 14 contains 159123 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 191942 members 
Mstep: Class 18 contains 170428 members 
Mstep: Class 21 contains 38369 members 
Mstep: Class 23 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348512.000000 Penalty: 65528.617188
Iteration 150Q: 20 clusters Score -1.443485e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184197 members 
Mstep: Class 2 contains 40685 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9649 members 
Mstep: Class 6 contains 46690 members 
Mstep: Class 7 contains 3178 members 
Mstep: Class 8 contains 25556 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 189074 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20216 members 
Mstep: Class 14 contains 159300 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 191906 members 
Mstep: Class 18 contains 170459 members 
Mstep: Class 21 contains 38334 members 
Mstep: Class 23 contains 5407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348768.000000 Penalty: 65528.617188
Iteration 151Q: 20 clusters Score -1.443488e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184320 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 9643 members 
Mstep: Class 6 contains 46665 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 25163 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 189209 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20237 members 
Mstep: Class 14 contains 159515 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 191866 members 
Mstep: Class 18 contains 170463 members 
Mstep: Class 21 contains 38296 members 
Mstep: Class 23 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348784.000000 Penalty: 65528.617188
Iteration 152Q: 20 clusters Score -1.443488e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184428 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9641 members 
Mstep: Class 6 contains 46633 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 24782 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 189366 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20246 members 
Mstep: Class 14 contains 159704 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 191854 members 
Mstep: Class 18 contains 170471 members 
Mstep: Class 21 contains 38244 members 
Mstep: Class 23 contains 5415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348768.000000 Penalty: 65528.617188
Iteration 153Q: 20 clusters Score -1.443488e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184489 members 
Mstep: Class 2 contains 40697 members 
Mstep: Class 3 contains 918 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 9637 members 
Mstep: Class 6 contains 46592 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 24392 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 189499 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20255 members 
Mstep: Class 14 contains 159895 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 191864 members 
Mstep: Class 18 contains 170524 members 
Mstep: Class 21 contains 38205 members 
Mstep: Class 23 contains 5426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348704.000000 Penalty: 65528.617188
Iteration 154Q: 20 clusters Score -1.443487e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184578 members 
Mstep: Class 2 contains 40685 members 
Mstep: Class 3 contains 920 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 9631 members 
Mstep: Class 6 contains 46553 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 24013 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 189633 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20268 members 
Mstep: Class 14 contains 160066 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 191890 members 
Mstep: Class 18 contains 170548 members 
Mstep: Class 21 contains 38180 members 
Mstep: Class 23 contains 5436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348912.000000 Penalty: 65528.617188
Iteration 155Q: 20 clusters Score -1.443489e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184668 members 
Mstep: Class 2 contains 40682 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 9631 members 
Mstep: Class 6 contains 46502 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 23666 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 189747 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20285 members 
Mstep: Class 14 contains 160225 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 191928 members 
Mstep: Class 18 contains 170545 members 
Mstep: Class 21 contains 38158 members 
Mstep: Class 23 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348608.000000 Penalty: 65528.617188
Iteration 156Q: 20 clusters Score -1.443486e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184751 members 
Mstep: Class 2 contains 40697 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 46466 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 23316 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3745 members 
Mstep: Class 11 contains 189873 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20305 members 
Mstep: Class 14 contains 160323 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 191956 members 
Mstep: Class 18 contains 170571 members 
Mstep: Class 21 contains 38138 members 
Mstep: Class 23 contains 5453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348384.000000 Penalty: 65528.617188
Iteration 157Q: 20 clusters Score -1.443484e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184841 members 
Mstep: Class 2 contains 40705 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 9635 members 
Mstep: Class 6 contains 46422 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 22991 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 190012 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20328 members 
Mstep: Class 14 contains 160433 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 191953 members 
Mstep: Class 18 contains 170589 members 
Mstep: Class 21 contains 38120 members 
Mstep: Class 23 contains 5458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348240.000000 Penalty: 65528.617188
Iteration 158Q: 20 clusters Score -1.443482e+08 nChanged 1432
Entering ConstructFrom: 
Score: -144348240.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (184931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184931 members 
Entering Unmasked Estep 
Score: -24807032.000000 Penalty: 3007.678955
	Iteration 0F: 2 clusters Score -2.480703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -24687272.000000 Penalty: 6015.357910
	Iteration 0F: 3 clusters Score -2.468727e+07 nChanged 88750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
Score: -24738966.000000 Penalty: 6015.357910
	Iteration 1F: 3 clusters Score -2.473897e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -24739818.000000 Penalty: 6015.357910
	Iteration 2Q: 3 clusters Score -2.473982e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -24740686.000000 Penalty: 6015.357910
	Iteration 3Q: 3 clusters Score -2.474069e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103193 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -24741822.000000 Penalty: 6015.357910
	Iteration 4Q: 3 clusters Score -2.474182e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
Score: -24744602.000000 Penalty: 6015.357910
	Iteration 5Q: 3 clusters Score -2.47446e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117592 members 
Mstep: Class 2 contains 67339 members 
Entering Unmasked Estep 
Score: -24749482.000000 Penalty: 6015.357910
	Iteration 6F: 3 clusters Score -2.474948e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129472 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -24758026.000000 Penalty: 6015.357910
	Iteration 7F: 3 clusters Score -2.475803e+07 nChanged 15302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143926 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -24770804.000000 Penalty: 6015.357910
	Iteration 8F: 3 clusters Score -2.47708e+07 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158368 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -24784468.000000 Penalty: 6015.357910
	Iteration 9F: 3 clusters Score -2.478447e+07 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169659 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -24794470.000000 Penalty: 6015.357910
	Iteration 10F: 3 clusters Score -2.479447e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176980 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -24800186.000000 Penalty: 6015.357910
	Iteration 11Q: 3 clusters Score -2.480019e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180806 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -24802904.000000 Penalty: 6015.357910
	Iteration 12Q: 3 clusters Score -2.48029e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182668 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -24803922.000000 Penalty: 6015.357910
	Iteration 13Q: 3 clusters Score -2.480392e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183548 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -24804306.000000 Penalty: 6015.357910
	Iteration 14Q: 3 clusters Score -2.480431e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184005 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -24804546.000000 Penalty: 6015.357910
	Iteration 15Q: 3 clusters Score -2.480455e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184229 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -24804582.000000 Penalty: 6015.357910
	Iteration 16Q: 3 clusters Score -2.480458e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184352 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -24804594.000000 Penalty: 6015.357910
	Iteration 17Q: 3 clusters Score -2.480459e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184423 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -24804580.000000 Penalty: 6015.357910
	Iteration 18Q: 3 clusters Score -2.480458e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184472 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -24804588.000000 Penalty: 6015.357910
	Iteration 19Q: 3 clusters Score -2.480459e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184503 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -24804604.000000 Penalty: 6015.357910
	Iteration 20F: 3 clusters Score -2.48046e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184518 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -24804634.000000 Penalty: 6015.357910
	Iteration 21Q: 3 clusters Score -2.480463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184524 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -24804656.000000 Penalty: 6015.357910
	Iteration 22Q: 3 clusters Score -2.480466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184536 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -24804668.000000 Penalty: 6015.357910
	Iteration 23Q: 3 clusters Score -2.480467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184544 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -24804662.000000 Penalty: 6015.357910
	Iteration 24Q: 3 clusters Score -2.480466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184548 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -24804680.000000 Penalty: 6015.357910
	Iteration 25Q: 3 clusters Score -2.480468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184550 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -24804682.000000 Penalty: 6015.357910
	Iteration 26Q: 3 clusters Score -2.480468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184553 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -24804666.000000 Penalty: 6015.357910
	Iteration 27Q: 3 clusters Score -2.480467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184553 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -24804666.000000 Penalty: 6015.357910
	Iteration 28F: 3 clusters Score -2.480467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Entering Unmasked Estep 
Score: -5511510.000000 Penalty: 2632.316650
	Iteration 0F: 2 clusters Score -5511510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -5483915.000000 Penalty: 5264.633301
	Iteration 0F: 3 clusters Score -5483915 nChanged 18571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -5494205.000000 Penalty: 5264.633301
	Iteration 1F: 3 clusters Score -5494205 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -5494644.500000 Penalty: 5264.633301
	Iteration 2Q: 3 clusters Score -5494644 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -5495066.500000 Penalty: 5264.633301
	Iteration 3Q: 3 clusters Score -5495066 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -5495458.000000 Penalty: 5264.633301
	Iteration 4Q: 3 clusters Score -5495458 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -5495932.500000 Penalty: 5264.633301
	Iteration 5Q: 3 clusters Score -5495932 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -5496524.000000 Penalty: 5264.633301
	Iteration 6Q: 3 clusters Score -5496524 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -5497376.000000 Penalty: 5264.633301
	Iteration 7Q: 3 clusters Score -5497376 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -5498630.000000 Penalty: 5264.633301
	Iteration 8F: 3 clusters Score -5498630 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -5500661.000000 Penalty: 5264.633301
	Iteration 9F: 3 clusters Score -5500661 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -5503140.000000 Penalty: 5264.633301
	Iteration 10F: 3 clusters Score -5503140 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -5505615.500000 Penalty: 5264.633301
	Iteration 11F: 3 clusters Score -5505616 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -5507474.000000 Penalty: 5264.633301
	Iteration 12Q: 3 clusters Score -5507474 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -5508409.500000 Penalty: 5264.633301
	Iteration 13Q: 3 clusters Score -5508410 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -5508835.000000 Penalty: 5264.633301
	Iteration 14Q: 3 clusters Score -5508835 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -5508989.000000 Penalty: 5264.633301
	Iteration 15Q: 3 clusters Score -5508989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5509069.500000 Penalty: 5264.633301
	Iteration 16Q: 3 clusters Score -5509070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5509125.000000 Penalty: 5264.633301
	Iteration 17Q: 3 clusters Score -5509125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -5509156.000000 Penalty: 5264.633301
	Iteration 18Q: 3 clusters Score -5509156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -5509178.000000 Penalty: 5264.633301
	Iteration 19Q: 3 clusters Score -5509178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -5509187.500000 Penalty: 5264.633301
	Iteration 20F: 3 clusters Score -5509188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5509203.000000 Penalty: 5264.633301
	Iteration 21Q: 3 clusters Score -5509203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -5509214.000000 Penalty: 5264.633301
	Iteration 22Q: 3 clusters Score -5509214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5509212.000000 Penalty: 5264.633301
	Iteration 23Q: 3 clusters Score -5509212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5509216.000000 Penalty: 5264.633301
	Iteration 24Q: 3 clusters Score -5509216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5509222.000000 Penalty: 5264.633301
	Iteration 25Q: 3 clusters Score -5509222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -5509222.000000 Penalty: 5264.633301
	Iteration 26Q: 3 clusters Score -5509222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5509226.500000 Penalty: 5264.633301
	Iteration 27Q: 3 clusters Score -5509226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5509226.500000 Penalty: 5264.633301
	Iteration 28F: 3 clusters Score -5509226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -111022.312500 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -111022.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109252.851562 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -109252.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -109564.851562 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -109564.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109711.773438 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -109711.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -109838.968750 Penalty: 3386.503906
	Iteration 3F: 3 clusters Score -109839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -109924.468750 Penalty: 3386.503906
	Iteration 4F: 3 clusters Score -109924.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110036.679688 Penalty: 3386.503906
	Iteration 5Q: 3 clusters Score -110036.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110143.148438 Penalty: 3386.503906
	Iteration 6Q: 3 clusters Score -110143.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -110217.328125 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -110217.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -110299.867188 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -110299.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110352.179688 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -110352.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -110388.843750 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -110388.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -110423.835938 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -110423.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -110461.375000 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -110461.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -110484.296875 Penalty: 3386.503906
	Iteration 13Q: 3 clusters Score -110484.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -110497.320312 Penalty: 3386.503906
	Iteration 14Q: 3 clusters Score -110497.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -110501.359375 Penalty: 3386.503906
	Iteration 15Q: 3 clusters Score -110501.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -110515.843750 Penalty: 3386.503906
	Iteration 16F: 3 clusters Score -110515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -110566.085938 Penalty: 3386.503906
	Iteration 17Q: 3 clusters Score -110566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -110584.953125 Penalty: 3386.503906
	Iteration 18Q: 3 clusters Score -110585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110596.281250 Penalty: 3386.503906
	Iteration 19Q: 3 clusters Score -110596.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -110604.843750 Penalty: 3386.503906
	Iteration 20F: 3 clusters Score -110604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110609.789062 Penalty: 3386.503906
	Iteration 21Q: 3 clusters Score -110609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110613.742188 Penalty: 3386.503906
	Iteration 22Q: 3 clusters Score -110613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110616.109375 Penalty: 3386.503906
	Iteration 23Q: 3 clusters Score -110616.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110616.109375 Penalty: 3386.503906
	Iteration 24F: 3 clusters Score -110616.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -415154.281250 Penalty: 2003.591675
	Iteration 0F: 2 clusters Score -415154.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -411759.343750 Penalty: 4007.183350
	Iteration 0F: 3 clusters Score -411759.3 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -412556.312500 Penalty: 4007.183350
	Iteration 1F: 3 clusters Score -412556.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -412768.687500 Penalty: 4007.183350
	Iteration 2F: 3 clusters Score -412768.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -412886.250000 Penalty: 4007.183350
	Iteration 3F: 3 clusters Score -412886.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -412970.281250 Penalty: 4007.183350
	Iteration 4Q: 3 clusters Score -412970.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -413041.312500 Penalty: 4007.183350
	Iteration 5Q: 3 clusters Score -413041.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -413112.875000 Penalty: 4007.183350
	Iteration 6Q: 3 clusters Score -413112.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -413197.062500 Penalty: 4007.183350
	Iteration 7Q: 3 clusters Score -413197.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -413289.281250 Penalty: 4007.183350
	Iteration 8Q: 3 clusters Score -413289.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -413376.125000 Penalty: 4007.183350
	Iteration 9Q: 3 clusters Score -413376.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -413479.500000 Penalty: 4007.183350
	Iteration 10Q: 3 clusters Score -413479.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -413593.812500 Penalty: 4007.183350
	Iteration 11Q: 3 clusters Score -413593.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -413712.312500 Penalty: 4007.183350
	Iteration 12Q: 3 clusters Score -413712.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -413869.437500 Penalty: 4007.183350
	Iteration 13Q: 3 clusters Score -413869.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -414053.031250 Penalty: 4007.183350
	Iteration 14Q: 3 clusters Score -414053 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -414205.562500 Penalty: 4007.183350
	Iteration 15Q: 3 clusters Score -414205.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -414312.062500 Penalty: 4007.183350
	Iteration 16Q: 3 clusters Score -414312.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -414361.906250 Penalty: 4007.183350
	Iteration 17Q: 3 clusters Score -414361.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -414398.687500 Penalty: 4007.183350
	Iteration 18Q: 3 clusters Score -414398.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -414422.468750 Penalty: 4007.183350
	Iteration 19Q: 3 clusters Score -414422.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -414445.593750 Penalty: 4007.183350
	Iteration 20F: 3 clusters Score -414445.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -414464.968750 Penalty: 4007.183350
	Iteration 21Q: 3 clusters Score -414465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -414482.093750 Penalty: 4007.183350
	Iteration 22Q: 3 clusters Score -414482.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -414496.281250 Penalty: 4007.183350
	Iteration 23Q: 3 clusters Score -414496.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -414509.000000 Penalty: 4007.183350
	Iteration 24Q: 3 clusters Score -414509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -414517.531250 Penalty: 4007.183350
	Iteration 25Q: 3 clusters Score -414517.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -414520.375000 Penalty: 4007.183350
	Iteration 26Q: 3 clusters Score -414520.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -414523.062500 Penalty: 4007.183350
	Iteration 27Q: 3 clusters Score -414523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -414525.031250 Penalty: 4007.183350
	Iteration 28Q: 3 clusters Score -414525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -414526.687500 Penalty: 4007.183350
	Iteration 29Q: 3 clusters Score -414526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -414528.343750 Penalty: 4007.183350
	Iteration 30Q: 3 clusters Score -414528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -414529.093750 Penalty: 4007.183350
	Iteration 31Q: 3 clusters Score -414529.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -414529.093750 Penalty: 4007.183350
	Iteration 32F: 3 clusters Score -414529.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Entering Unmasked Estep 
Score: -1225396.375000 Penalty: 2274.968994
	Iteration 0F: 2 clusters Score -1225396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1217973.500000 Penalty: 4549.937988
	Iteration 0F: 3 clusters Score -1217974 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1220164.375000 Penalty: 4549.937988
	Iteration 1F: 3 clusters Score -1220164 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1220512.000000 Penalty: 4549.937988
	Iteration 2F: 3 clusters Score -1220512 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1220829.500000 Penalty: 4549.937988
	Iteration 3F: 3 clusters Score -1220830 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1221172.250000 Penalty: 4549.937988
	Iteration 4F: 3 clusters Score -1221172 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1221519.500000 Penalty: 4549.937988
	Iteration 5F: 3 clusters Score -1221520 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1221832.625000 Penalty: 4549.937988
	Iteration 6F: 3 clusters Score -1221833 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1222175.125000 Penalty: 4549.937988
	Iteration 7Q: 3 clusters Score -1222175 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1222538.375000 Penalty: 4549.937988
	Iteration 8Q: 3 clusters Score -1222538 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1222940.750000 Penalty: 4549.937988
	Iteration 9Q: 3 clusters Score -1222941 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1223319.625000 Penalty: 4549.937988
	Iteration 10Q: 3 clusters Score -1223320 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1223672.625000 Penalty: 4549.937988
	Iteration 11Q: 3 clusters Score -1223673 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1223993.875000 Penalty: 4549.937988
	Iteration 12Q: 3 clusters Score -1223994 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1224302.250000 Penalty: 4549.937988
	Iteration 13Q: 3 clusters Score -1224302 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1224476.125000 Penalty: 4549.937988
	Iteration 14Q: 3 clusters Score -1224476 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1224614.000000 Penalty: 4549.937988
	Iteration 15Q: 3 clusters Score -1224614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1224761.875000 Penalty: 4549.937988
	Iteration 16Q: 3 clusters Score -1224762 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1224935.250000 Penalty: 4549.937988
	Iteration 17Q: 3 clusters Score -1224935 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1225087.625000 Penalty: 4549.937988
	Iteration 18Q: 3 clusters Score -1225088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1225198.375000 Penalty: 4549.937988
	Iteration 19Q: 3 clusters Score -1225198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1225312.750000 Penalty: 4549.937988
	Iteration 20F: 3 clusters Score -1225313 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1225375.625000 Penalty: 4549.937988
	Iteration 21Q: 3 clusters Score -1225376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1225408.500000 Penalty: 4549.937988
	Iteration 22Q: 3 clusters Score -1225408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1225423.250000 Penalty: 4549.937988
	Iteration 23Q: 3 clusters Score -1225423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1225429.000000 Penalty: 4549.937988
	Iteration 24Q: 3 clusters Score -1225429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1225436.750000 Penalty: 4549.937988
	Iteration 25Q: 3 clusters Score -1225437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1225435.375000 Penalty: 4549.937988
	Iteration 26Q: 3 clusters Score -1225435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1225437.125000 Penalty: 4549.937988
	Iteration 27Q: 3 clusters Score -1225437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1225439.375000 Penalty: 4549.937988
	Iteration 28Q: 3 clusters Score -1225439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1225438.750000 Penalty: 4549.937988
	Iteration 29Q: 3 clusters Score -1225439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1225440.250000 Penalty: 4549.937988
	Iteration 30Q: 3 clusters Score -1225440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1225440.250000 Penalty: 4549.937988
	Iteration 31F: 3 clusters Score -1225440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184931 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 7977 members 
Mstep: Class 6 contains 46373 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 22701 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 190164 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20346 members 
Mstep: Class 14 contains 160501 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 191976 members 
Mstep: Class 18 contains 170595 members 
Mstep: Class 21 contains 38101 members 
Mstep: Class 23 contains 5458 members 
Entering Unmasked Estep 
Score: -144347392.000000 Penalty: 68977.492188
Splitting cluster 5 changes total score from -144348240.000000 to -144347392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (46373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Entering Unmasked Estep 
Score: -6051523.500000 Penalty: 2664.629150
	Iteration 0F: 2 clusters Score -6051524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -6020136.500000 Penalty: 5329.258301
	Iteration 0F: 3 clusters Score -6020136 nChanged 21310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -6031876.500000 Penalty: 5329.258301
	Iteration 1F: 3 clusters Score -6031876 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -6032461.500000 Penalty: 5329.258301
	Iteration 2Q: 3 clusters Score -6032462 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -6033017.000000 Penalty: 5329.258301
	Iteration 3Q: 3 clusters Score -6033017 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -6033601.000000 Penalty: 5329.258301
	Iteration 4Q: 3 clusters Score -6033601 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -6034463.000000 Penalty: 5329.258301
	Iteration 5Q: 3 clusters Score -6034463 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -6035499.500000 Penalty: 5329.258301
	Iteration 6Q: 3 clusters Score -6035500 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -6036854.500000 Penalty: 5329.258301
	Iteration 7F: 3 clusters Score -6036854 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -6038579.500000 Penalty: 5329.258301
	Iteration 8F: 3 clusters Score -6038580 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -6040687.000000 Penalty: 5329.258301
	Iteration 9F: 3 clusters Score -6040687 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -6043124.000000 Penalty: 5329.258301
	Iteration 10F: 3 clusters Score -6043124 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -6045465.500000 Penalty: 5329.258301
	Iteration 11F: 3 clusters Score -6045466 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6047118.000000 Penalty: 5329.258301
	Iteration 12Q: 3 clusters Score -6047118 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6048140.000000 Penalty: 5329.258301
	Iteration 13Q: 3 clusters Score -6048140 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6048660.000000 Penalty: 5329.258301
	Iteration 14Q: 3 clusters Score -6048660 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6048928.500000 Penalty: 5329.258301
	Iteration 15Q: 3 clusters Score -6048928 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6049022.500000 Penalty: 5329.258301
	Iteration 16Q: 3 clusters Score -6049022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6049091.000000 Penalty: 5329.258301
	Iteration 17Q: 3 clusters Score -6049091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6049144.500000 Penalty: 5329.258301
	Iteration 18Q: 3 clusters Score -6049144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6049184.500000 Penalty: 5329.258301
	Iteration 19Q: 3 clusters Score -6049184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6049212.000000 Penalty: 5329.258301
	Iteration 20F: 3 clusters Score -6049212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6049225.500000 Penalty: 5329.258301
	Iteration 21Q: 3 clusters Score -6049226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6049243.500000 Penalty: 5329.258301
	Iteration 22Q: 3 clusters Score -6049244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6049252.500000 Penalty: 5329.258301
	Iteration 23Q: 3 clusters Score -6049252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6049256.500000 Penalty: 5329.258301
	Iteration 24Q: 3 clusters Score -6049256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6049267.500000 Penalty: 5329.258301
	Iteration 25Q: 3 clusters Score -6049268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6049261.000000 Penalty: 5329.258301
	Iteration 26Q: 3 clusters Score -6049261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6049260.500000 Penalty: 5329.258301
	Iteration 27Q: 3 clusters Score -6049260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6049260.500000 Penalty: 5329.258301
	Iteration 28F: 3 clusters Score -6049260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -419201.562500 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -419201.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -415823.687500 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -415823.7 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -416550.093750 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -416550.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -416870.625000 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -416870.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -417238.093750 Penalty: 4000.839111
	Iteration 3F: 3 clusters Score -417238.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -417736.812500 Penalty: 4000.839111
	Iteration 4F: 3 clusters Score -417736.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -418418.687500 Penalty: 4000.839111
	Iteration 5F: 3 clusters Score -418418.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -419253.031250 Penalty: 4000.839111
	Iteration 6F: 3 clusters Score -419253 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -419963.750000 Penalty: 4000.839111
	Iteration 7F: 3 clusters Score -419963.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -420138.187500 Penalty: 4000.839111
	Iteration 8Q: 3 clusters Score -420138.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -420165.156250 Penalty: 4000.839111
	Iteration 9Q: 3 clusters Score -420165.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -420168.656250 Penalty: 4000.839111
	Iteration 10Q: 3 clusters Score -420168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -420169.812500 Penalty: 4000.839111
	Iteration 11Q: 3 clusters Score -420169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -420171.062500 Penalty: 4000.839111
	Iteration 12Q: 3 clusters Score -420171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -420172.281250 Penalty: 4000.839111
	Iteration 13Q: 3 clusters Score -420172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -420172.281250 Penalty: 4000.839111
	Iteration 14F: 3 clusters Score -420172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184931 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 46373 members 
Mstep: Class 7 contains 1190 members 
Mstep: Class 8 contains 22701 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 190164 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20346 members 
Mstep: Class 14 contains 160501 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 191976 members 
Mstep: Class 18 contains 170595 members 
Mstep: Class 21 contains 38101 members 
Mstep: Class 23 contains 5458 members 
Entering Unmasked Estep 
Score: -144347872.000000 Penalty: 68977.492188
Splitting cluster 7 changes total score from -144348240.000000 to -144347872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (22701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Entering Unmasked Estep 
Score: -3036040.500000 Penalty: 2487.480957
	Iteration 0F: 2 clusters Score -3036040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3020310.000000 Penalty: 4974.961914
	Iteration 0F: 3 clusters Score -3020310 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3025660.250000 Penalty: 4974.961914
	Iteration 1F: 3 clusters Score -3025660 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3026148.250000 Penalty: 4974.961914
	Iteration 2F: 3 clusters Score -3026148 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3026608.500000 Penalty: 4974.961914
	Iteration 3F: 3 clusters Score -3026608 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3027044.500000 Penalty: 4974.961914
	Iteration 4Q: 3 clusters Score -3027044 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3027516.750000 Penalty: 4974.961914
	Iteration 5Q: 3 clusters Score -3027517 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3028067.750000 Penalty: 4974.961914
	Iteration 6Q: 3 clusters Score -3028068 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3028751.500000 Penalty: 4974.961914
	Iteration 7F: 3 clusters Score -3028752 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3029658.500000 Penalty: 4974.961914
	Iteration 8F: 3 clusters Score -3029658 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3030705.500000 Penalty: 4974.961914
	Iteration 9F: 3 clusters Score -3030706 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3031726.000000 Penalty: 4974.961914
	Iteration 10F: 3 clusters Score -3031726 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3032348.750000 Penalty: 4974.961914
	Iteration 11Q: 3 clusters Score -3032349 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3032629.750000 Penalty: 4974.961914
	Iteration 12Q: 3 clusters Score -3032630 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3032827.000000 Penalty: 4974.961914
	Iteration 13Q: 3 clusters Score -3032827 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3032968.250000 Penalty: 4974.961914
	Iteration 14Q: 3 clusters Score -3032968 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3033066.500000 Penalty: 4974.961914
	Iteration 15Q: 3 clusters Score -3033066 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3033147.250000 Penalty: 4974.961914
	Iteration 16Q: 3 clusters Score -3033147 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3033209.000000 Penalty: 4974.961914
	Iteration 17Q: 3 clusters Score -3033209 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3033263.000000 Penalty: 4974.961914
	Iteration 18Q: 3 clusters Score -3033263 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3033322.500000 Penalty: 4974.961914
	Iteration 19Q: 3 clusters Score -3033322 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3033365.750000 Penalty: 4974.961914
	Iteration 20F: 3 clusters Score -3033366 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3033404.000000 Penalty: 4974.961914
	Iteration 21Q: 3 clusters Score -3033404 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -3033436.750000 Penalty: 4974.961914
	Iteration 22Q: 3 clusters Score -3033437 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3033486.250000 Penalty: 4974.961914
	Iteration 23Q: 3 clusters Score -3033486 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3033515.250000 Penalty: 4974.961914
	Iteration 24Q: 3 clusters Score -3033515 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3033544.750000 Penalty: 4974.961914
	Iteration 25Q: 3 clusters Score -3033545 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3033577.500000 Penalty: 4974.961914
	Iteration 26Q: 3 clusters Score -3033578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3033597.000000 Penalty: 4974.961914
	Iteration 27Q: 3 clusters Score -3033597 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3033628.500000 Penalty: 4974.961914
	Iteration 28Q: 3 clusters Score -3033628 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3033647.500000 Penalty: 4974.961914
	Iteration 29Q: 3 clusters Score -3033648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3033662.500000 Penalty: 4974.961914
	Iteration 30Q: 3 clusters Score -3033662 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3033689.750000 Penalty: 4974.961914
	Iteration 31Q: 3 clusters Score -3033690 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3033723.000000 Penalty: 4974.961914
	Iteration 32Q: 3 clusters Score -3033723 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3033737.000000 Penalty: 4974.961914
	Iteration 33Q: 3 clusters Score -3033737 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3033734.750000 Penalty: 4974.961914
	Iteration 34Q: 3 clusters Score -3033735 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3033751.500000 Penalty: 4974.961914
	Iteration 35Q: 3 clusters Score -3033752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3033765.250000 Penalty: 4974.961914
	Iteration 36Q: 3 clusters Score -3033765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3033776.000000 Penalty: 4974.961914
	Iteration 37Q: 3 clusters Score -3033776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3033776.750000 Penalty: 4974.961914
	Iteration 38Q: 3 clusters Score -3033777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3033787.500000 Penalty: 4974.961914
	Iteration 39Q: 3 clusters Score -3033788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3033796.250000 Penalty: 4974.961914
	Iteration 40F: 3 clusters Score -3033796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3033798.750000 Penalty: 4974.961914
	Iteration 41Q: 3 clusters Score -3033799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3033808.000000 Penalty: 4974.961914
	Iteration 42Q: 3 clusters Score -3033808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3033811.750000 Penalty: 4974.961914
	Iteration 43Q: 3 clusters Score -3033812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3033815.000000 Penalty: 4974.961914
	Iteration 44Q: 3 clusters Score -3033815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3033823.000000 Penalty: 4974.961914
	Iteration 45Q: 3 clusters Score -3033823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3033824.000000 Penalty: 4974.961914
	Iteration 46Q: 3 clusters Score -3033824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3033826.250000 Penalty: 4974.961914
	Iteration 47Q: 3 clusters Score -3033826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3033831.000000 Penalty: 4974.961914
	Iteration 48Q: 3 clusters Score -3033831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3033836.250000 Penalty: 4974.961914
	Iteration 49Q: 3 clusters Score -3033836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3033834.000000 Penalty: 4974.961914
	Iteration 50Q: 3 clusters Score -3033834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3033832.500000 Penalty: 4974.961914
	Iteration 51Q: 3 clusters Score -3033832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3033829.250000 Penalty: 4974.961914
	Iteration 52Q: 3 clusters Score -3033829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3033840.000000 Penalty: 4974.961914
	Iteration 53Q: 3 clusters Score -3033840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3033843.750000 Penalty: 4974.961914
	Iteration 54Q: 3 clusters Score -3033844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3033844.750000 Penalty: 4974.961914
	Iteration 55Q: 3 clusters Score -3033845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3033857.500000 Penalty: 4974.961914
	Iteration 56Q: 3 clusters Score -3033858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3033851.250000 Penalty: 4974.961914
	Iteration 57Q: 3 clusters Score -3033851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3033860.000000 Penalty: 4974.961914
	Iteration 58Q: 3 clusters Score -3033860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3033862.750000 Penalty: 4974.961914
	Iteration 59Q: 3 clusters Score -3033863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3033868.750000 Penalty: 4974.961914
	Iteration 60F: 3 clusters Score -3033869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3033873.500000 Penalty: 4974.961914
	Iteration 61Q: 3 clusters Score -3033874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3033872.750000 Penalty: 4974.961914
	Iteration 62Q: 3 clusters Score -3033873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3033876.250000 Penalty: 4974.961914
	Iteration 63Q: 3 clusters Score -3033876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -3033894.500000 Penalty: 4974.961914
	Iteration 64Q: 3 clusters Score -3033894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3033897.500000 Penalty: 4974.961914
	Iteration 65Q: 3 clusters Score -3033898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3033898.250000 Penalty: 4974.961914
	Iteration 66Q: 3 clusters Score -3033898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3033897.000000 Penalty: 4974.961914
	Iteration 67Q: 3 clusters Score -3033897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3033910.250000 Penalty: 4974.961914
	Iteration 68Q: 3 clusters Score -3033910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3033908.250000 Penalty: 4974.961914
	Iteration 69Q: 3 clusters Score -3033908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3033916.750000 Penalty: 4974.961914
	Iteration 70Q: 3 clusters Score -3033917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3033919.750000 Penalty: 4974.961914
	Iteration 71Q: 3 clusters Score -3033920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3033921.000000 Penalty: 4974.961914
	Iteration 72Q: 3 clusters Score -3033921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3033937.750000 Penalty: 4974.961914
	Iteration 73Q: 3 clusters Score -3033938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3033935.750000 Penalty: 4974.961914
	Iteration 74Q: 3 clusters Score -3033936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3033931.250000 Penalty: 4974.961914
	Iteration 75Q: 3 clusters Score -3033931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3033942.250000 Penalty: 4974.961914
	Iteration 76Q: 3 clusters Score -3033942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3033946.500000 Penalty: 4974.961914
	Iteration 77Q: 3 clusters Score -3033946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3033945.750000 Penalty: 4974.961914
	Iteration 78Q: 3 clusters Score -3033946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3033943.750000 Penalty: 4974.961914
	Iteration 79Q: 3 clusters Score -3033944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3033953.500000 Penalty: 4974.961914
	Iteration 80F: 3 clusters Score -3033954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3033957.500000 Penalty: 4974.961914
	Iteration 81Q: 3 clusters Score -3033958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3033961.750000 Penalty: 4974.961914
	Iteration 82Q: 3 clusters Score -3033962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3033963.750000 Penalty: 4974.961914
	Iteration 83Q: 3 clusters Score -3033964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3033961.500000 Penalty: 4974.961914
	Iteration 84Q: 3 clusters Score -3033962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3033965.000000 Penalty: 4974.961914
	Iteration 85Q: 3 clusters Score -3033965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3033965.750000 Penalty: 4974.961914
	Iteration 86Q: 3 clusters Score -3033966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3033962.500000 Penalty: 4974.961914
	Iteration 87Q: 3 clusters Score -3033962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3033961.500000 Penalty: 4974.961914
	Iteration 88Q: 3 clusters Score -3033962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3033960.500000 Penalty: 4974.961914
	Iteration 89Q: 3 clusters Score -3033960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -3033961.750000 Penalty: 4974.961914
	Iteration 90Q: 3 clusters Score -3033962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3033966.750000 Penalty: 4974.961914
	Iteration 91Q: 3 clusters Score -3033967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3033965.500000 Penalty: 4974.961914
	Iteration 92Q: 3 clusters Score -3033966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3033966.750000 Penalty: 4974.961914
	Iteration 93Q: 3 clusters Score -3033967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3033970.500000 Penalty: 4974.961914
	Iteration 94Q: 3 clusters Score -3033970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3033969.500000 Penalty: 4974.961914
	Iteration 95Q: 3 clusters Score -3033970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3033969.500000 Penalty: 4974.961914
	Iteration 96F: 3 clusters Score -3033970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -84344.312500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -84344.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82761.468750 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -82761.47 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83177.929688 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -83177.93 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -83392.312500 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -83392.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -83573.812500 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -83573.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83770.203125 Penalty: 3267.424805
	Iteration 4F: 3 clusters Score -83770.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -84108.242188 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -84108.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84589.531250 Penalty: 3267.424805
	Iteration 6F: 3 clusters Score -84589.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85070.531250 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -85070.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -85242.421875 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -85242.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -85284.695312 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -85284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -85290.375000 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -85290.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -85290.375000 Penalty: 3267.424805
	Iteration 11F: 3 clusters Score -85290.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184931 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 46373 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 22701 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 190164 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20346 members 
Mstep: Class 14 contains 160501 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 191976 members 
Mstep: Class 18 contains 170595 members 
Mstep: Class 21 contains 38101 members 
Mstep: Class 23 contains 5458 members 
Entering Unmasked Estep 
Score: -144347488.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144348240.000000 to -144347488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Entering Unmasked Estep 
Score: -478872.125000 Penalty: 2040.256592
	Iteration 0F: 2 clusters Score -478872.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -475152.125000 Penalty: 4080.513184
	Iteration 0F: 3 clusters Score -475152.1 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -475995.625000 Penalty: 4080.513184
	Iteration 1F: 3 clusters Score -475995.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -476245.875000 Penalty: 4080.513184
	Iteration 2F: 3 clusters Score -476245.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -476441.875000 Penalty: 4080.513184
	Iteration 3F: 3 clusters Score -476441.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -476605.125000 Penalty: 4080.513184
	Iteration 4Q: 3 clusters Score -476605.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -476719.843750 Penalty: 4080.513184
	Iteration 5Q: 3 clusters Score -476719.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -476817.218750 Penalty: 4080.513184
	Iteration 6Q: 3 clusters Score -476817.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -476920.468750 Penalty: 4080.513184
	Iteration 7Q: 3 clusters Score -476920.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -477012.031250 Penalty: 4080.513184
	Iteration 8Q: 3 clusters Score -477012 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -477092.656250 Penalty: 4080.513184
	Iteration 9Q: 3 clusters Score -477092.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -477152.906250 Penalty: 4080.513184
	Iteration 10Q: 3 clusters Score -477152.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -477203.750000 Penalty: 4080.513184
	Iteration 11Q: 3 clusters Score -477203.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -477246.937500 Penalty: 4080.513184
	Iteration 12Q: 3 clusters Score -477246.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -477287.750000 Penalty: 4080.513184
	Iteration 13Q: 3 clusters Score -477287.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -477329.562500 Penalty: 4080.513184
	Iteration 14Q: 3 clusters Score -477329.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -477364.562500 Penalty: 4080.513184
	Iteration 15Q: 3 clusters Score -477364.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -477387.406250 Penalty: 4080.513184
	Iteration 16Q: 3 clusters Score -477387.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -477404.812500 Penalty: 4080.513184
	Iteration 17Q: 3 clusters Score -477404.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -477416.343750 Penalty: 4080.513184
	Iteration 18Q: 3 clusters Score -477416.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -477424.187500 Penalty: 4080.513184
	Iteration 19Q: 3 clusters Score -477424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -477429.718750 Penalty: 4080.513184
	Iteration 20F: 3 clusters Score -477429.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -477434.562500 Penalty: 4080.513184
	Iteration 21Q: 3 clusters Score -477434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -477437.906250 Penalty: 4080.513184
	Iteration 22Q: 3 clusters Score -477437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -477442.343750 Penalty: 4080.513184
	Iteration 23Q: 3 clusters Score -477442.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -477450.875000 Penalty: 4080.513184
	Iteration 24Q: 3 clusters Score -477450.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -477456.812500 Penalty: 4080.513184
	Iteration 25Q: 3 clusters Score -477456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -477458.437500 Penalty: 4080.513184
	Iteration 26Q: 3 clusters Score -477458.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -477460.218750 Penalty: 4080.513184
	Iteration 27Q: 3 clusters Score -477460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -477463.125000 Penalty: 4080.513184
	Iteration 28Q: 3 clusters Score -477463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -477464.781250 Penalty: 4080.513184
	Iteration 29Q: 3 clusters Score -477464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -477466.718750 Penalty: 4080.513184
	Iteration 30Q: 3 clusters Score -477466.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -477467.906250 Penalty: 4080.513184
	Iteration 31Q: 3 clusters Score -477467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -477468.468750 Penalty: 4080.513184
	Iteration 32Q: 3 clusters Score -477468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -477468.656250 Penalty: 4080.513184
	Iteration 33Q: 3 clusters Score -477468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -477470.468750 Penalty: 4080.513184
	Iteration 34Q: 3 clusters Score -477470.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -477470.468750 Penalty: 4080.513184
	Iteration 35F: 3 clusters Score -477470.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190164 members 
Entering Unmasked Estep 
Score: -25549958.000000 Penalty: 3014.599365
	Iteration 0F: 2 clusters Score -2.554996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95034 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -25427098.000000 Penalty: 6029.198730
	Iteration 0F: 3 clusters Score -2.54271e+07 nChanged 91328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -25480298.000000 Penalty: 6029.198730
	Iteration 1F: 3 clusters Score -2.54803e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 97241 members 
Entering Unmasked Estep 
Score: -25481734.000000 Penalty: 6029.198730
	Iteration 2Q: 3 clusters Score -2.548173e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 98528 members 
Entering Unmasked Estep 
Score: -25483702.000000 Penalty: 6029.198730
	Iteration 3Q: 3 clusters Score -2.54837e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -25486058.000000 Penalty: 6029.198730
	Iteration 4Q: 3 clusters Score -2.548606e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86820 members 
Mstep: Class 2 contains 103344 members 
Entering Unmasked Estep 
Score: -25489472.000000 Penalty: 6029.198730
	Iteration 5Q: 3 clusters Score -2.548947e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -25495096.000000 Penalty: 6029.198730
	Iteration 6F: 3 clusters Score -2.54951e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 112551 members 
Entering Unmasked Estep 
Score: -25503178.000000 Penalty: 6029.198730
	Iteration 7F: 3 clusters Score -2.550318e+07 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 117646 members 
Entering Unmasked Estep 
Score: -25512872.000000 Penalty: 6029.198730
	Iteration 8F: 3 clusters Score -2.551287e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 121496 members 
Entering Unmasked Estep 
Score: -25521766.000000 Penalty: 6029.198730
	Iteration 9F: 3 clusters Score -2.552177e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 123952 members 
Entering Unmasked Estep 
Score: -25526852.000000 Penalty: 6029.198730
	Iteration 10F: 3 clusters Score -2.552685e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 125820 members 
Entering Unmasked Estep 
Score: -25528940.000000 Penalty: 6029.198730
	Iteration 11Q: 3 clusters Score -2.552894e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 127429 members 
Entering Unmasked Estep 
Score: -25530198.000000 Penalty: 6029.198730
	Iteration 12Q: 3 clusters Score -2.55302e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 129125 members 
Entering Unmasked Estep 
Score: -25531012.000000 Penalty: 6029.198730
	Iteration 13Q: 3 clusters Score -2.553101e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 130814 members 
Entering Unmasked Estep 
Score: -25531818.000000 Penalty: 6029.198730
	Iteration 14Q: 3 clusters Score -2.553182e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 132568 members 
Entering Unmasked Estep 
Score: -25532926.000000 Penalty: 6029.198730
	Iteration 15Q: 3 clusters Score -2.553293e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 134409 members 
Entering Unmasked Estep 
Score: -25534248.000000 Penalty: 6029.198730
	Iteration 16Q: 3 clusters Score -2.553425e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 136242 members 
Entering Unmasked Estep 
Score: -25535682.000000 Penalty: 6029.198730
	Iteration 17Q: 3 clusters Score -2.553568e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 138075 members 
Entering Unmasked Estep 
Score: -25537076.000000 Penalty: 6029.198730
	Iteration 18Q: 3 clusters Score -2.553708e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 139794 members 
Entering Unmasked Estep 
Score: -25538544.000000 Penalty: 6029.198730
	Iteration 19Q: 3 clusters Score -2.553854e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 141378 members 
Entering Unmasked Estep 
Score: -25540120.000000 Penalty: 6029.198730
	Iteration 20F: 3 clusters Score -2.554012e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 142777 members 
Entering Unmasked Estep 
Score: -25541722.000000 Penalty: 6029.198730
	Iteration 21Q: 3 clusters Score -2.554172e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 144141 members 
Entering Unmasked Estep 
Score: -25542740.000000 Penalty: 6029.198730
	Iteration 22Q: 3 clusters Score -2.554274e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 145460 members 
Entering Unmasked Estep 
Score: -25543564.000000 Penalty: 6029.198730
	Iteration 23Q: 3 clusters Score -2.554356e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 146683 members 
Entering Unmasked Estep 
Score: -25544148.000000 Penalty: 6029.198730
	Iteration 24Q: 3 clusters Score -2.554415e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 147834 members 
Entering Unmasked Estep 
Score: -25544456.000000 Penalty: 6029.198730
	Iteration 25Q: 3 clusters Score -2.554446e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 148930 members 
Entering Unmasked Estep 
Score: -25544558.000000 Penalty: 6029.198730
	Iteration 26Q: 3 clusters Score -2.554456e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 149970 members 
Entering Unmasked Estep 
Score: -25544692.000000 Penalty: 6029.198730
	Iteration 27Q: 3 clusters Score -2.554469e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 151020 members 
Entering Unmasked Estep 
Score: -25544710.000000 Penalty: 6029.198730
	Iteration 28Q: 3 clusters Score -2.554471e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -25544810.000000 Penalty: 6029.198730
	Iteration 29Q: 3 clusters Score -2.554481e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 153007 members 
Entering Unmasked Estep 
Score: -25544868.000000 Penalty: 6029.198730
	Iteration 30Q: 3 clusters Score -2.554487e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 154011 members 
Entering Unmasked Estep 
Score: -25544898.000000 Penalty: 6029.198730
	Iteration 31Q: 3 clusters Score -2.55449e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 155013 members 
Entering Unmasked Estep 
Score: -25544952.000000 Penalty: 6029.198730
	Iteration 32Q: 3 clusters Score -2.554495e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 156007 members 
Entering Unmasked Estep 
Score: -25544984.000000 Penalty: 6029.198730
	Iteration 33Q: 3 clusters Score -2.554498e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 157023 members 
Entering Unmasked Estep 
Score: -25544880.000000 Penalty: 6029.198730
	Iteration 34Q: 3 clusters Score -2.554488e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 158048 members 
Entering Unmasked Estep 
Score: -25544906.000000 Penalty: 6029.198730
	Iteration 35Q: 3 clusters Score -2.554491e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 159121 members 
Entering Unmasked Estep 
Score: -25544988.000000 Penalty: 6029.198730
	Iteration 36Q: 3 clusters Score -2.554499e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 160168 members 
Entering Unmasked Estep 
Score: -25544992.000000 Penalty: 6029.198730
	Iteration 37Q: 3 clusters Score -2.554499e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 161251 members 
Entering Unmasked Estep 
Score: -25544944.000000 Penalty: 6029.198730
	Iteration 38Q: 3 clusters Score -2.554494e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 162386 members 
Entering Unmasked Estep 
Score: -25544906.000000 Penalty: 6029.198730
	Iteration 39Q: 3 clusters Score -2.554491e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 163528 members 
Entering Unmasked Estep 
Score: -25544838.000000 Penalty: 6029.198730
	Iteration 40F: 3 clusters Score -2.554484e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 164659 members 
Entering Unmasked Estep 
Score: -25544866.000000 Penalty: 6029.198730
	Iteration 41Q: 3 clusters Score -2.554487e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 165785 members 
Entering Unmasked Estep 
Score: -25544848.000000 Penalty: 6029.198730
	Iteration 42Q: 3 clusters Score -2.554485e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -25544936.000000 Penalty: 6029.198730
	Iteration 43Q: 3 clusters Score -2.554494e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 168317 members 
Entering Unmasked Estep 
Score: -25544844.000000 Penalty: 6029.198730
	Iteration 44Q: 3 clusters Score -2.554484e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 169625 members 
Entering Unmasked Estep 
Score: -25545030.000000 Penalty: 6029.198730
	Iteration 45Q: 3 clusters Score -2.554503e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 171006 members 
Entering Unmasked Estep 
Score: -25545210.000000 Penalty: 6029.198730
	Iteration 46Q: 3 clusters Score -2.554521e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 172408 members 
Entering Unmasked Estep 
Score: -25545306.000000 Penalty: 6029.198730
	Iteration 47Q: 3 clusters Score -2.554531e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 173809 members 
Entering Unmasked Estep 
Score: -25545366.000000 Penalty: 6029.198730
	Iteration 48Q: 3 clusters Score -2.554537e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 175194 members 
Entering Unmasked Estep 
Score: -25545510.000000 Penalty: 6029.198730
	Iteration 49Q: 3 clusters Score -2.554551e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 176574 members 
Entering Unmasked Estep 
Score: -25545710.000000 Penalty: 6029.198730
	Iteration 50Q: 3 clusters Score -2.554571e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 177966 members 
Entering Unmasked Estep 
Score: -25545898.000000 Penalty: 6029.198730
	Iteration 51Q: 3 clusters Score -2.55459e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 179256 members 
Entering Unmasked Estep 
Score: -25546082.000000 Penalty: 6029.198730
	Iteration 52Q: 3 clusters Score -2.554608e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 180470 members 
Entering Unmasked Estep 
Score: -25546220.000000 Penalty: 6029.198730
	Iteration 53Q: 3 clusters Score -2.554622e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 181605 members 
Entering Unmasked Estep 
Score: -25546440.000000 Penalty: 6029.198730
	Iteration 54Q: 3 clusters Score -2.554644e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 182675 members 
Entering Unmasked Estep 
Score: -25546672.000000 Penalty: 6029.198730
	Iteration 55Q: 3 clusters Score -2.554667e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 183610 members 
Entering Unmasked Estep 
Score: -25546810.000000 Penalty: 6029.198730
	Iteration 56Q: 3 clusters Score -2.554681e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 184435 members 
Entering Unmasked Estep 
Score: -25546946.000000 Penalty: 6029.198730
	Iteration 57Q: 3 clusters Score -2.554695e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 185129 members 
Entering Unmasked Estep 
Score: -25547164.000000 Penalty: 6029.198730
	Iteration 58Q: 3 clusters Score -2.554716e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 185760 members 
Entering Unmasked Estep 
Score: -25547294.000000 Penalty: 6029.198730
	Iteration 59Q: 3 clusters Score -2.554729e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 186291 members 
Entering Unmasked Estep 
Score: -25547372.000000 Penalty: 6029.198730
	Iteration 60F: 3 clusters Score -2.554737e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 186753 members 
Entering Unmasked Estep 
Score: -25547448.000000 Penalty: 6029.198730
	Iteration 61Q: 3 clusters Score -2.554745e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 187117 members 
Entering Unmasked Estep 
Score: -25547538.000000 Penalty: 6029.198730
	Iteration 62Q: 3 clusters Score -2.554754e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 187420 members 
Entering Unmasked Estep 
Score: -25547640.000000 Penalty: 6029.198730
	Iteration 63Q: 3 clusters Score -2.554764e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 187669 members 
Entering Unmasked Estep 
Score: -25547662.000000 Penalty: 6029.198730
	Iteration 64Q: 3 clusters Score -2.554766e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 187880 members 
Entering Unmasked Estep 
Score: -25547714.000000 Penalty: 6029.198730
	Iteration 65Q: 3 clusters Score -2.554771e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 188056 members 
Entering Unmasked Estep 
Score: -25547746.000000 Penalty: 6029.198730
	Iteration 66Q: 3 clusters Score -2.554775e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 188197 members 
Entering Unmasked Estep 
Score: -25547858.000000 Penalty: 6029.198730
	Iteration 67Q: 3 clusters Score -2.554786e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 188319 members 
Entering Unmasked Estep 
Score: -25547870.000000 Penalty: 6029.198730
	Iteration 68Q: 3 clusters Score -2.554787e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 188415 members 
Entering Unmasked Estep 
Score: -25547870.000000 Penalty: 6029.198730
	Iteration 69Q: 3 clusters Score -2.554787e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 188485 members 
Entering Unmasked Estep 
Score: -25547866.000000 Penalty: 6029.198730
	Iteration 70Q: 3 clusters Score -2.554787e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 188530 members 
Entering Unmasked Estep 
Score: -25547896.000000 Penalty: 6029.198730
	Iteration 71Q: 3 clusters Score -2.55479e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 188558 members 
Entering Unmasked Estep 
Score: -25547910.000000 Penalty: 6029.198730
	Iteration 72Q: 3 clusters Score -2.554791e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 188582 members 
Entering Unmasked Estep 
Score: -25547946.000000 Penalty: 6029.198730
	Iteration 73Q: 3 clusters Score -2.554795e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 188604 members 
Entering Unmasked Estep 
Score: -25547952.000000 Penalty: 6029.198730
	Iteration 74Q: 3 clusters Score -2.554795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 188625 members 
Entering Unmasked Estep 
Score: -25547940.000000 Penalty: 6029.198730
	Iteration 75Q: 3 clusters Score -2.554794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 188637 members 
Entering Unmasked Estep 
Score: -25547956.000000 Penalty: 6029.198730
	Iteration 76Q: 3 clusters Score -2.554796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 188649 members 
Entering Unmasked Estep 
Score: -25547964.000000 Penalty: 6029.198730
	Iteration 77Q: 3 clusters Score -2.554796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 188661 members 
Entering Unmasked Estep 
Score: -25547930.000000 Penalty: 6029.198730
	Iteration 78Q: 3 clusters Score -2.554793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 188668 members 
Entering Unmasked Estep 
Score: -25547946.000000 Penalty: 6029.198730
	Iteration 79Q: 3 clusters Score -2.554795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 188675 members 
Entering Unmasked Estep 
Score: -25547922.000000 Penalty: 6029.198730
	Iteration 80F: 3 clusters Score -2.554792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 188688 members 
Entering Unmasked Estep 
Score: -25547940.000000 Penalty: 6029.198730
	Iteration 81Q: 3 clusters Score -2.554794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 188694 members 
Entering Unmasked Estep 
Score: -25547964.000000 Penalty: 6029.198730
	Iteration 82Q: 3 clusters Score -2.554796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 188700 members 
Entering Unmasked Estep 
Score: -25547962.000000 Penalty: 6029.198730
	Iteration 83Q: 3 clusters Score -2.554796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 188703 members 
Entering Unmasked Estep 
Score: -25547946.000000 Penalty: 6029.198730
	Iteration 84Q: 3 clusters Score -2.554795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 188710 members 
Entering Unmasked Estep 
Score: -25547948.000000 Penalty: 6029.198730
	Iteration 85Q: 3 clusters Score -2.554795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 188717 members 
Entering Unmasked Estep 
Score: -25547946.000000 Penalty: 6029.198730
	Iteration 86Q: 3 clusters Score -2.554795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 188726 members 
Entering Unmasked Estep 
Score: -25547958.000000 Penalty: 6029.198730
	Iteration 87Q: 3 clusters Score -2.554796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 188737 members 
Entering Unmasked Estep 
Score: -25547962.000000 Penalty: 6029.198730
	Iteration 88Q: 3 clusters Score -2.554796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 188739 members 
Entering Unmasked Estep 
Score: -25547960.000000 Penalty: 6029.198730
	Iteration 89Q: 3 clusters Score -2.554796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 188744 members 
Entering Unmasked Estep 
Score: -25547964.000000 Penalty: 6029.198730
	Iteration 90Q: 3 clusters Score -2.554796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 188749 members 
Entering Unmasked Estep 
Score: -25547982.000000 Penalty: 6029.198730
	Iteration 91Q: 3 clusters Score -2.554798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 188753 members 
Entering Unmasked Estep 
Score: -25547962.000000 Penalty: 6029.198730
	Iteration 92Q: 3 clusters Score -2.554796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 188757 members 
Entering Unmasked Estep 
Score: -25547958.000000 Penalty: 6029.198730
	Iteration 93Q: 3 clusters Score -2.554796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 188757 members 
Entering Unmasked Estep 
Score: -25547960.000000 Penalty: 6029.198730
	Iteration 94Q: 3 clusters Score -2.554796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 188759 members 
Entering Unmasked Estep 
Score: -25547966.000000 Penalty: 6029.198730
	Iteration 95Q: 3 clusters Score -2.554797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 188759 members 
Entering Unmasked Estep 
Score: -25547966.000000 Penalty: 6029.198730
	Iteration 96F: 3 clusters Score -2.554797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -114391.210938 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -114391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112523.445312 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -112523.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112921.414062 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -112921.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -113181.234375 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -113181.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113528.539062 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -113528.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113616.062500 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -113616.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -113643.312500 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -113643.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113661.687500 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -113661.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -113676.773438 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -113676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113688.578125 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -113688.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -113699.210938 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -113699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -113704.992188 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -113705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113711.250000 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -113711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113714.679688 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -113714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -113715.281250 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -113715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -113715.281250 Penalty: 3375.088867
	Iteration 14F: 3 clusters Score -113715.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Entering Unmasked Estep 
Score: -2716299.750000 Penalty: 2460.318604
	Iteration 0F: 2 clusters Score -2716300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2702004.500000 Penalty: 4920.637207
	Iteration 0F: 3 clusters Score -2702004 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2706800.750000 Penalty: 4920.637207
	Iteration 1F: 3 clusters Score -2706801 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2707165.750000 Penalty: 4920.637207
	Iteration 2F: 3 clusters Score -2707166 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2707487.750000 Penalty: 4920.637207
	Iteration 3Q: 3 clusters Score -2707488 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2707779.250000 Penalty: 4920.637207
	Iteration 4Q: 3 clusters Score -2707779 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2708061.250000 Penalty: 4920.637207
	Iteration 5Q: 3 clusters Score -2708061 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2708357.500000 Penalty: 4920.637207
	Iteration 6Q: 3 clusters Score -2708358 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2708640.000000 Penalty: 4920.637207
	Iteration 7Q: 3 clusters Score -2708640 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2709005.000000 Penalty: 4920.637207
	Iteration 8Q: 3 clusters Score -2709005 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2709372.750000 Penalty: 4920.637207
	Iteration 9Q: 3 clusters Score -2709373 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2709780.000000 Penalty: 4920.637207
	Iteration 10Q: 3 clusters Score -2709780 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2710222.000000 Penalty: 4920.637207
	Iteration 11Q: 3 clusters Score -2710222 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2710746.250000 Penalty: 4920.637207
	Iteration 12Q: 3 clusters Score -2710746 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2711284.500000 Penalty: 4920.637207
	Iteration 13Q: 3 clusters Score -2711284 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2711812.000000 Penalty: 4920.637207
	Iteration 14Q: 3 clusters Score -2711812 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2712166.500000 Penalty: 4920.637207
	Iteration 15Q: 3 clusters Score -2712166 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2712388.250000 Penalty: 4920.637207
	Iteration 16Q: 3 clusters Score -2712388 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2712565.000000 Penalty: 4920.637207
	Iteration 17Q: 3 clusters Score -2712565 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2712747.500000 Penalty: 4920.637207
	Iteration 18Q: 3 clusters Score -2712748 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2712896.000000 Penalty: 4920.637207
	Iteration 19Q: 3 clusters Score -2712896 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2713029.500000 Penalty: 4920.637207
	Iteration 20F: 3 clusters Score -2713030 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2713169.000000 Penalty: 4920.637207
	Iteration 21Q: 3 clusters Score -2713169 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2713275.500000 Penalty: 4920.637207
	Iteration 22Q: 3 clusters Score -2713276 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2713363.750000 Penalty: 4920.637207
	Iteration 23Q: 3 clusters Score -2713364 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2713464.250000 Penalty: 4920.637207
	Iteration 24Q: 3 clusters Score -2713464 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2713537.750000 Penalty: 4920.637207
	Iteration 25Q: 3 clusters Score -2713538 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2713611.000000 Penalty: 4920.637207
	Iteration 26Q: 3 clusters Score -2713611 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2713667.000000 Penalty: 4920.637207
	Iteration 27Q: 3 clusters Score -2713667 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2713734.250000 Penalty: 4920.637207
	Iteration 28Q: 3 clusters Score -2713734 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2713774.750000 Penalty: 4920.637207
	Iteration 29Q: 3 clusters Score -2713775 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2713806.750000 Penalty: 4920.637207
	Iteration 30Q: 3 clusters Score -2713807 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2713850.000000 Penalty: 4920.637207
	Iteration 31Q: 3 clusters Score -2713850 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2713884.750000 Penalty: 4920.637207
	Iteration 32Q: 3 clusters Score -2713885 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2713924.750000 Penalty: 4920.637207
	Iteration 33Q: 3 clusters Score -2713925 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2713951.000000 Penalty: 4920.637207
	Iteration 34Q: 3 clusters Score -2713951 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2713980.500000 Penalty: 4920.637207
	Iteration 35Q: 3 clusters Score -2713980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2714007.250000 Penalty: 4920.637207
	Iteration 36Q: 3 clusters Score -2714007 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2714029.250000 Penalty: 4920.637207
	Iteration 37Q: 3 clusters Score -2714029 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2714056.250000 Penalty: 4920.637207
	Iteration 38Q: 3 clusters Score -2714056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2714067.500000 Penalty: 4920.637207
	Iteration 39Q: 3 clusters Score -2714068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2714086.750000 Penalty: 4920.637207
	Iteration 40F: 3 clusters Score -2714087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2714115.250000 Penalty: 4920.637207
	Iteration 41Q: 3 clusters Score -2714115 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2714131.750000 Penalty: 4920.637207
	Iteration 42Q: 3 clusters Score -2714132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2714161.000000 Penalty: 4920.637207
	Iteration 43Q: 3 clusters Score -2714161 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2714178.250000 Penalty: 4920.637207
	Iteration 44Q: 3 clusters Score -2714178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2714182.250000 Penalty: 4920.637207
	Iteration 45Q: 3 clusters Score -2714182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2714198.250000 Penalty: 4920.637207
	Iteration 46Q: 3 clusters Score -2714198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2714212.250000 Penalty: 4920.637207
	Iteration 47Q: 3 clusters Score -2714212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2714222.250000 Penalty: 4920.637207
	Iteration 48Q: 3 clusters Score -2714222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2714230.750000 Penalty: 4920.637207
	Iteration 49Q: 3 clusters Score -2714231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2714243.250000 Penalty: 4920.637207
	Iteration 50Q: 3 clusters Score -2714243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2714259.500000 Penalty: 4920.637207
	Iteration 51Q: 3 clusters Score -2714260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2714275.500000 Penalty: 4920.637207
	Iteration 52Q: 3 clusters Score -2714276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2714271.000000 Penalty: 4920.637207
	Iteration 53Q: 3 clusters Score -2714271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2714277.250000 Penalty: 4920.637207
	Iteration 54Q: 3 clusters Score -2714277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2714286.750000 Penalty: 4920.637207
	Iteration 55Q: 3 clusters Score -2714287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2714292.000000 Penalty: 4920.637207
	Iteration 56Q: 3 clusters Score -2714292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2714301.250000 Penalty: 4920.637207
	Iteration 57Q: 3 clusters Score -2714301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2714298.000000 Penalty: 4920.637207
	Iteration 58Q: 3 clusters Score -2714298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2714310.500000 Penalty: 4920.637207
	Iteration 59Q: 3 clusters Score -2714310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2714314.000000 Penalty: 4920.637207
	Iteration 60F: 3 clusters Score -2714314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2714323.250000 Penalty: 4920.637207
	Iteration 61Q: 3 clusters Score -2714323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2714331.000000 Penalty: 4920.637207
	Iteration 62Q: 3 clusters Score -2714331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2714334.250000 Penalty: 4920.637207
	Iteration 63Q: 3 clusters Score -2714334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2714345.250000 Penalty: 4920.637207
	Iteration 64Q: 3 clusters Score -2714345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2714341.250000 Penalty: 4920.637207
	Iteration 65Q: 3 clusters Score -2714341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2714340.750000 Penalty: 4920.637207
	Iteration 66Q: 3 clusters Score -2714341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2714345.000000 Penalty: 4920.637207
	Iteration 67Q: 3 clusters Score -2714345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2714345.500000 Penalty: 4920.637207
	Iteration 68Q: 3 clusters Score -2714346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2714346.500000 Penalty: 4920.637207
	Iteration 69Q: 3 clusters Score -2714346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2714347.500000 Penalty: 4920.637207
	Iteration 70Q: 3 clusters Score -2714348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2714345.250000 Penalty: 4920.637207
	Iteration 71Q: 3 clusters Score -2714345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2714347.500000 Penalty: 4920.637207
	Iteration 72Q: 3 clusters Score -2714348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2714350.500000 Penalty: 4920.637207
	Iteration 73Q: 3 clusters Score -2714350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2714352.750000 Penalty: 4920.637207
	Iteration 74Q: 3 clusters Score -2714353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2714349.250000 Penalty: 4920.637207
	Iteration 75Q: 3 clusters Score -2714349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2714347.750000 Penalty: 4920.637207
	Iteration 76Q: 3 clusters Score -2714348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2714349.250000 Penalty: 4920.637207
	Iteration 77Q: 3 clusters Score -2714349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2714348.250000 Penalty: 4920.637207
	Iteration 78Q: 3 clusters Score -2714348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2714348.250000 Penalty: 4920.637207
	Iteration 79Q: 3 clusters Score -2714348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2714349.750000 Penalty: 4920.637207
	Iteration 80F: 3 clusters Score -2714350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2714348.250000 Penalty: 4920.637207
	Iteration 81Q: 3 clusters Score -2714348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2714349.250000 Penalty: 4920.637207
	Iteration 82Q: 3 clusters Score -2714349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2714349.250000 Penalty: 4920.637207
	Iteration 83F: 3 clusters Score -2714349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (160501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160501 members 
Entering Unmasked Estep 
Score: -21534894.000000 Penalty: 2972.541748
	Iteration 0F: 2 clusters Score -2.153489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -21428304.000000 Penalty: 5945.083496
	Iteration 0F: 3 clusters Score -2.14283e+07 nChanged 76813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -21472960.000000 Penalty: 5945.083496
	Iteration 1F: 3 clusters Score -2.147296e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 82142 members 
Entering Unmasked Estep 
Score: -21474158.000000 Penalty: 5945.083496
	Iteration 2Q: 3 clusters Score -2.147416e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -21475218.000000 Penalty: 5945.083496
	Iteration 3Q: 3 clusters Score -2.147522e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 84882 members 
Entering Unmasked Estep 
Score: -21476686.000000 Penalty: 5945.083496
	Iteration 4Q: 3 clusters Score -2.147669e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -21478416.000000 Penalty: 5945.083496
	Iteration 5Q: 3 clusters Score -2.147842e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70090 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -21480700.000000 Penalty: 5945.083496
	Iteration 6Q: 3 clusters Score -2.14807e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -21483760.000000 Penalty: 5945.083496
	Iteration 7Q: 3 clusters Score -2.148376e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -21487738.000000 Penalty: 5945.083496
	Iteration 8Q: 3 clusters Score -2.148774e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 105949 members 
Entering Unmasked Estep 
Score: -21492682.000000 Penalty: 5945.083496
	Iteration 9F: 3 clusters Score -2.149268e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 113044 members 
Entering Unmasked Estep 
Score: -21498860.000000 Penalty: 5945.083496
	Iteration 10F: 3 clusters Score -2.149886e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 120316 members 
Entering Unmasked Estep 
Score: -21505348.000000 Penalty: 5945.083496
	Iteration 11F: 3 clusters Score -2.150535e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 126915 members 
Entering Unmasked Estep 
Score: -21511568.000000 Penalty: 5945.083496
	Iteration 12Q: 3 clusters Score -2.151157e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 132237 members 
Entering Unmasked Estep 
Score: -21516196.000000 Penalty: 5945.083496
	Iteration 13Q: 3 clusters Score -2.15162e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 136692 members 
Entering Unmasked Estep 
Score: -21519336.000000 Penalty: 5945.083496
	Iteration 14Q: 3 clusters Score -2.151934e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 140534 members 
Entering Unmasked Estep 
Score: -21521700.000000 Penalty: 5945.083496
	Iteration 15Q: 3 clusters Score -2.15217e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 144026 members 
Entering Unmasked Estep 
Score: -21523776.000000 Penalty: 5945.083496
	Iteration 16Q: 3 clusters Score -2.152378e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 147234 members 
Entering Unmasked Estep 
Score: -21525646.000000 Penalty: 5945.083496
	Iteration 17Q: 3 clusters Score -2.152565e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -21527178.000000 Penalty: 5945.083496
	Iteration 18Q: 3 clusters Score -2.152718e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 152369 members 
Entering Unmasked Estep 
Score: -21528388.000000 Penalty: 5945.083496
	Iteration 19Q: 3 clusters Score -2.152839e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 154295 members 
Entering Unmasked Estep 
Score: -21529364.000000 Penalty: 5945.083496
	Iteration 20F: 3 clusters Score -2.152936e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 155821 members 
Entering Unmasked Estep 
Score: -21530240.000000 Penalty: 5945.083496
	Iteration 21Q: 3 clusters Score -2.153024e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 157013 members 
Entering Unmasked Estep 
Score: -21530930.000000 Penalty: 5945.083496
	Iteration 22Q: 3 clusters Score -2.153093e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -21531498.000000 Penalty: 5945.083496
	Iteration 23Q: 3 clusters Score -2.15315e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 158556 members 
Entering Unmasked Estep 
Score: -21531810.000000 Penalty: 5945.083496
	Iteration 24Q: 3 clusters Score -2.153181e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 158997 members 
Entering Unmasked Estep 
Score: -21532026.000000 Penalty: 5945.083496
	Iteration 25Q: 3 clusters Score -2.153203e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -21532240.000000 Penalty: 5945.083496
	Iteration 26Q: 3 clusters Score -2.153224e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 159457 members 
Entering Unmasked Estep 
Score: -21532348.000000 Penalty: 5945.083496
	Iteration 27Q: 3 clusters Score -2.153235e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 159577 members 
Entering Unmasked Estep 
Score: -21532418.000000 Penalty: 5945.083496
	Iteration 28Q: 3 clusters Score -2.153242e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 159668 members 
Entering Unmasked Estep 
Score: -21532478.000000 Penalty: 5945.083496
	Iteration 29Q: 3 clusters Score -2.153248e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 159740 members 
Entering Unmasked Estep 
Score: -21532504.000000 Penalty: 5945.083496
	Iteration 30Q: 3 clusters Score -2.15325e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 159776 members 
Entering Unmasked Estep 
Score: -21532504.000000 Penalty: 5945.083496
	Iteration 31Q: 3 clusters Score -2.15325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 159800 members 
Entering Unmasked Estep 
Score: -21532500.000000 Penalty: 5945.083496
	Iteration 32Q: 3 clusters Score -2.15325e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 159822 members 
Entering Unmasked Estep 
Score: -21532516.000000 Penalty: 5945.083496
	Iteration 33Q: 3 clusters Score -2.153252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 159839 members 
Entering Unmasked Estep 
Score: -21532538.000000 Penalty: 5945.083496
	Iteration 34Q: 3 clusters Score -2.153254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 159851 members 
Entering Unmasked Estep 
Score: -21532516.000000 Penalty: 5945.083496
	Iteration 35Q: 3 clusters Score -2.153252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 159861 members 
Entering Unmasked Estep 
Score: -21532544.000000 Penalty: 5945.083496
	Iteration 36Q: 3 clusters Score -2.153254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 159871 members 
Entering Unmasked Estep 
Score: -21532540.000000 Penalty: 5945.083496
	Iteration 37Q: 3 clusters Score -2.153254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 159878 members 
Entering Unmasked Estep 
Score: -21532552.000000 Penalty: 5945.083496
	Iteration 38Q: 3 clusters Score -2.153255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 159880 members 
Entering Unmasked Estep 
Score: -21532556.000000 Penalty: 5945.083496
	Iteration 39Q: 3 clusters Score -2.153256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 159883 members 
Entering Unmasked Estep 
Score: -21532558.000000 Penalty: 5945.083496
	Iteration 40F: 3 clusters Score -2.153256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 159886 members 
Entering Unmasked Estep 
Score: -21532542.000000 Penalty: 5945.083496
	Iteration 41Q: 3 clusters Score -2.153254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 159889 members 
Entering Unmasked Estep 
Score: -21532544.000000 Penalty: 5945.083496
	Iteration 42Q: 3 clusters Score -2.153254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 159890 members 
Entering Unmasked Estep 
Score: -21532544.000000 Penalty: 5945.083496
	Iteration 43Q: 3 clusters Score -2.153254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 159891 members 
Entering Unmasked Estep 
Score: -21532540.000000 Penalty: 5945.083496
	Iteration 44Q: 3 clusters Score -2.153254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 159891 members 
Entering Unmasked Estep 
Score: -21532540.000000 Penalty: 5945.083496
	Iteration 45F: 3 clusters Score -2.153254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -161115.890625 Penalty: 1783.474365
	Iteration 0F: 2 clusters Score -161115.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -158937.437500 Penalty: 3566.948730
	Iteration 0F: 3 clusters Score -158937.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -159333.125000 Penalty: 3566.948730
	Iteration 1F: 3 clusters Score -159333.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -159485.609375 Penalty: 3566.948730
	Iteration 2F: 3 clusters Score -159485.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -159613.109375 Penalty: 3566.948730
	Iteration 3F: 3 clusters Score -159613.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159706.406250 Penalty: 3566.948730
	Iteration 4Q: 3 clusters Score -159706.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -159794.015625 Penalty: 3566.948730
	Iteration 5Q: 3 clusters Score -159794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -159879.484375 Penalty: 3566.948730
	Iteration 6Q: 3 clusters Score -159879.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -159927.828125 Penalty: 3566.948730
	Iteration 7Q: 3 clusters Score -159927.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -159969.812500 Penalty: 3566.948730
	Iteration 8Q: 3 clusters Score -159969.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -160008.203125 Penalty: 3566.948730
	Iteration 9Q: 3 clusters Score -160008.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -160044.906250 Penalty: 3566.948730
	Iteration 10Q: 3 clusters Score -160044.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160088.718750 Penalty: 3566.948730
	Iteration 11Q: 3 clusters Score -160088.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -160132.140625 Penalty: 3566.948730
	Iteration 12Q: 3 clusters Score -160132.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -160178.781250 Penalty: 3566.948730
	Iteration 13Q: 3 clusters Score -160178.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -160259.281250 Penalty: 3566.948730
	Iteration 14Q: 3 clusters Score -160259.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -160455.125000 Penalty: 3566.948730
	Iteration 15Q: 3 clusters Score -160455.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -160840.484375 Penalty: 3566.948730
	Iteration 16Q: 3 clusters Score -160840.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -161047.953125 Penalty: 3566.948730
	Iteration 17Q: 3 clusters Score -161048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -161233.406250 Penalty: 3566.948730
	Iteration 18Q: 3 clusters Score -161233.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -161388.625000 Penalty: 3566.948730
	Iteration 19Q: 3 clusters Score -161388.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161430.531250 Penalty: 3566.948730
	Iteration 20F: 3 clusters Score -161430.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -161451.125000 Penalty: 3566.948730
	Iteration 21Q: 3 clusters Score -161451.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -161466.921875 Penalty: 3566.948730
	Iteration 22Q: 3 clusters Score -161466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -161472.968750 Penalty: 3566.948730
	Iteration 23Q: 3 clusters Score -161473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161476.750000 Penalty: 3566.948730
	Iteration 24Q: 3 clusters Score -161476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161481.250000 Penalty: 3566.948730
	Iteration 25Q: 3 clusters Score -161481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161481.250000 Penalty: 3566.948730
	Iteration 26F: 3 clusters Score -161481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184931 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 46373 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 22701 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 190164 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20346 members 
Mstep: Class 14 contains 160501 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 607 members 
Mstep: Class 17 contains 191976 members 
Mstep: Class 18 contains 170595 members 
Mstep: Class 21 contains 38101 members 
Mstep: Class 23 contains 5458 members 
Entering Unmasked Estep 
Score: -144347024.000000 Penalty: 68977.492188
Splitting cluster 15 changes total score from -144348240.000000 to -144347024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (191976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191976 members 
Entering Unmasked Estep 
Score: -25694476.000000 Penalty: 3016.951172
	Iteration 0F: 2 clusters Score -2.569448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -25569648.000000 Penalty: 6033.902344
	Iteration 0F: 3 clusters Score -2.556965e+07 nChanged 92448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105000 members 
Mstep: Class 2 contains 86976 members 
Entering Unmasked Estep 
Score: -25624578.000000 Penalty: 6033.902344
	Iteration 1F: 3 clusters Score -2.562458e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110278 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -25626386.000000 Penalty: 6033.902344
	Iteration 2Q: 3 clusters Score -2.562639e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118253 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -25629918.000000 Penalty: 6033.902344
	Iteration 3Q: 3 clusters Score -2.562992e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130287 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -25637062.000000 Penalty: 6033.902344
	Iteration 4F: 3 clusters Score -2.563706e+07 nChanged 16548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146823 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -25650014.000000 Penalty: 6033.902344
	Iteration 5F: 3 clusters Score -2.565001e+07 nChanged 19081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165904 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -25667588.000000 Penalty: 6033.902344
	Iteration 6F: 3 clusters Score -2.566759e+07 nChanged 15569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181471 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -25682432.000000 Penalty: 6033.902344
	Iteration 7F: 3 clusters Score -2.568243e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189058 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -25689214.000000 Penalty: 6033.902344
	Iteration 8Q: 3 clusters Score -2.568921e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191250 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -25691082.000000 Penalty: 6033.902344
	Iteration 9Q: 3 clusters Score -2.569108e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191673 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25691504.000000 Penalty: 6033.902344
	Iteration 10Q: 3 clusters Score -2.56915e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191749 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25691598.000000 Penalty: 6033.902344
	Iteration 11Q: 3 clusters Score -2.56916e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191781 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25691664.000000 Penalty: 6033.902344
	Iteration 12Q: 3 clusters Score -2.569166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191790 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25691704.000000 Penalty: 6033.902344
	Iteration 13Q: 3 clusters Score -2.56917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191793 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25691722.000000 Penalty: 6033.902344
	Iteration 14Q: 3 clusters Score -2.569172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191793 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25691740.000000 Penalty: 6033.902344
	Iteration 15Q: 3 clusters Score -2.569174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191791 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25691760.000000 Penalty: 6033.902344
	Iteration 16Q: 3 clusters Score -2.569176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191790 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25691754.000000 Penalty: 6033.902344
	Iteration 17Q: 3 clusters Score -2.569175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191791 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25691756.000000 Penalty: 6033.902344
	Iteration 18Q: 3 clusters Score -2.569176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191790 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25691772.000000 Penalty: 6033.902344
	Iteration 19Q: 3 clusters Score -2.569177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191790 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25691772.000000 Penalty: 6033.902344
	Iteration 20F: 3 clusters Score -2.569177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170595 members 
Entering Unmasked Estep 
Score: -23006742.000000 Penalty: 2987.667725
	Iteration 0F: 2 clusters Score -2.300674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85198 members 
Mstep: Class 2 contains 85397 members 
Entering Unmasked Estep 
Score: -22896058.000000 Penalty: 5975.335449
	Iteration 0F: 3 clusters Score -2.289606e+07 nChanged 81636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84082 members 
Mstep: Class 2 contains 86513 members 
Entering Unmasked Estep 
Score: -22943494.000000 Penalty: 5975.335449
	Iteration 1F: 3 clusters Score -2.294349e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83298 members 
Mstep: Class 2 contains 87297 members 
Entering Unmasked Estep 
Score: -22944212.000000 Penalty: 5975.335449
	Iteration 2Q: 3 clusters Score -2.294421e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 88633 members 
Entering Unmasked Estep 
Score: -22945152.000000 Penalty: 5975.335449
	Iteration 3Q: 3 clusters Score -2.294515e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -22946172.000000 Penalty: 5975.335449
	Iteration 4Q: 3 clusters Score -2.294617e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 93730 members 
Entering Unmasked Estep 
Score: -22947578.000000 Penalty: 5975.335449
	Iteration 5Q: 3 clusters Score -2.294758e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 98232 members 
Entering Unmasked Estep 
Score: -22950038.000000 Penalty: 5975.335449
	Iteration 6Q: 3 clusters Score -2.295004e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 104461 members 
Entering Unmasked Estep 
Score: -22953674.000000 Penalty: 5975.335449
	Iteration 7Q: 3 clusters Score -2.295367e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 112673 members 
Entering Unmasked Estep 
Score: -22959356.000000 Penalty: 5975.335449
	Iteration 8F: 3 clusters Score -2.295936e+07 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 122819 members 
Entering Unmasked Estep 
Score: -22967766.000000 Penalty: 5975.335449
	Iteration 9F: 3 clusters Score -2.296777e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 133707 members 
Entering Unmasked Estep 
Score: -22977794.000000 Penalty: 5975.335449
	Iteration 10F: 3 clusters Score -2.297779e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 143211 members 
Entering Unmasked Estep 
Score: -22986526.000000 Penalty: 5975.335449
	Iteration 11F: 3 clusters Score -2.298653e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 150491 members 
Entering Unmasked Estep 
Score: -22992578.000000 Penalty: 5975.335449
	Iteration 12Q: 3 clusters Score -2.299258e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 155786 members 
Entering Unmasked Estep 
Score: -22996510.000000 Penalty: 5975.335449
	Iteration 13Q: 3 clusters Score -2.299651e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 159735 members 
Entering Unmasked Estep 
Score: -22999080.000000 Penalty: 5975.335449
	Iteration 14Q: 3 clusters Score -2.299908e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 162659 members 
Entering Unmasked Estep 
Score: -23000752.000000 Penalty: 5975.335449
	Iteration 15Q: 3 clusters Score -2.300075e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 164789 members 
Entering Unmasked Estep 
Score: -23001968.000000 Penalty: 5975.335449
	Iteration 16Q: 3 clusters Score -2.300197e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 166318 members 
Entering Unmasked Estep 
Score: -23002708.000000 Penalty: 5975.335449
	Iteration 17Q: 3 clusters Score -2.300271e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 167373 members 
Entering Unmasked Estep 
Score: -23003216.000000 Penalty: 5975.335449
	Iteration 18Q: 3 clusters Score -2.300322e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 168117 members 
Entering Unmasked Estep 
Score: -23003544.000000 Penalty: 5975.335449
	Iteration 19Q: 3 clusters Score -2.300354e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 168593 members 
Entering Unmasked Estep 
Score: -23003688.000000 Penalty: 5975.335449
	Iteration 20F: 3 clusters Score -2.300369e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 168927 members 
Entering Unmasked Estep 
Score: -23003880.000000 Penalty: 5975.335449
	Iteration 21Q: 3 clusters Score -2.300388e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 169165 members 
Entering Unmasked Estep 
Score: -23003960.000000 Penalty: 5975.335449
	Iteration 22Q: 3 clusters Score -2.300396e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 169327 members 
Entering Unmasked Estep 
Score: -23003992.000000 Penalty: 5975.335449
	Iteration 23Q: 3 clusters Score -2.300399e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -23004048.000000 Penalty: 5975.335449
	Iteration 24Q: 3 clusters Score -2.300405e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 169539 members 
Entering Unmasked Estep 
Score: -23004100.000000 Penalty: 5975.335449
	Iteration 25Q: 3 clusters Score -2.30041e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 169610 members 
Entering Unmasked Estep 
Score: -23004112.000000 Penalty: 5975.335449
	Iteration 26Q: 3 clusters Score -2.300411e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 169671 members 
Entering Unmasked Estep 
Score: -23004160.000000 Penalty: 5975.335449
	Iteration 27Q: 3 clusters Score -2.300416e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 169714 members 
Entering Unmasked Estep 
Score: -23004196.000000 Penalty: 5975.335449
	Iteration 28Q: 3 clusters Score -2.30042e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 169751 members 
Entering Unmasked Estep 
Score: -23004212.000000 Penalty: 5975.335449
	Iteration 29Q: 3 clusters Score -2.300421e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -23004190.000000 Penalty: 5975.335449
	Iteration 30Q: 3 clusters Score -2.300419e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 169808 members 
Entering Unmasked Estep 
Score: -23004198.000000 Penalty: 5975.335449
	Iteration 31Q: 3 clusters Score -2.30042e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 169825 members 
Entering Unmasked Estep 
Score: -23004210.000000 Penalty: 5975.335449
	Iteration 32Q: 3 clusters Score -2.300421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 169839 members 
Entering Unmasked Estep 
Score: -23004218.000000 Penalty: 5975.335449
	Iteration 33Q: 3 clusters Score -2.300422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 169856 members 
Entering Unmasked Estep 
Score: -23004226.000000 Penalty: 5975.335449
	Iteration 34Q: 3 clusters Score -2.300423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 169868 members 
Entering Unmasked Estep 
Score: -23004262.000000 Penalty: 5975.335449
	Iteration 35Q: 3 clusters Score -2.300426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 169876 members 
Entering Unmasked Estep 
Score: -23004248.000000 Penalty: 5975.335449
	Iteration 36Q: 3 clusters Score -2.300425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 169887 members 
Entering Unmasked Estep 
Score: -23004258.000000 Penalty: 5975.335449
	Iteration 37Q: 3 clusters Score -2.300426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 169892 members 
Entering Unmasked Estep 
Score: -23004258.000000 Penalty: 5975.335449
	Iteration 38Q: 3 clusters Score -2.300426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 169898 members 
Entering Unmasked Estep 
Score: -23004256.000000 Penalty: 5975.335449
	Iteration 39Q: 3 clusters Score -2.300426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 169902 members 
Entering Unmasked Estep 
Score: -23004252.000000 Penalty: 5975.335449
	Iteration 40F: 3 clusters Score -2.300425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 169909 members 
Entering Unmasked Estep 
Score: -23004248.000000 Penalty: 5975.335449
	Iteration 41Q: 3 clusters Score -2.300425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 169913 members 
Entering Unmasked Estep 
Score: -23004232.000000 Penalty: 5975.335449
	Iteration 42Q: 3 clusters Score -2.300423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 169920 members 
Entering Unmasked Estep 
Score: -23004230.000000 Penalty: 5975.335449
	Iteration 43Q: 3 clusters Score -2.300423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 169928 members 
Entering Unmasked Estep 
Score: -23004252.000000 Penalty: 5975.335449
	Iteration 44Q: 3 clusters Score -2.300425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 169927 members 
Entering Unmasked Estep 
Score: -23004262.000000 Penalty: 5975.335449
	Iteration 45Q: 3 clusters Score -2.300426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 169931 members 
Entering Unmasked Estep 
Score: -23004256.000000 Penalty: 5975.335449
	Iteration 46Q: 3 clusters Score -2.300426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 169931 members 
Entering Unmasked Estep 
Score: -23004270.000000 Penalty: 5975.335449
	Iteration 47Q: 3 clusters Score -2.300427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 169936 members 
Entering Unmasked Estep 
Score: -23004272.000000 Penalty: 5975.335449
	Iteration 48Q: 3 clusters Score -2.300427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 169937 members 
Entering Unmasked Estep 
Score: -23004264.000000 Penalty: 5975.335449
	Iteration 49Q: 3 clusters Score -2.300426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 169937 members 
Entering Unmasked Estep 
Score: -23004264.000000 Penalty: 5975.335449
	Iteration 50F: 3 clusters Score -2.300426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Entering Unmasked Estep 
Score: -5149812.500000 Penalty: 2615.902832
	Iteration 0F: 2 clusters Score -5149812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -5123987.000000 Penalty: 5231.805664
	Iteration 0F: 3 clusters Score -5123987 nChanged 17413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -5133732.000000 Penalty: 5231.805664
	Iteration 1F: 3 clusters Score -5133732 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -5134368.500000 Penalty: 5231.805664
	Iteration 2Q: 3 clusters Score -5134368 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -5135096.000000 Penalty: 5231.805664
	Iteration 3Q: 3 clusters Score -5135096 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -5135969.500000 Penalty: 5231.805664
	Iteration 4Q: 3 clusters Score -5135970 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -5136869.500000 Penalty: 5231.805664
	Iteration 5Q: 3 clusters Score -5136870 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -5137835.000000 Penalty: 5231.805664
	Iteration 6Q: 3 clusters Score -5137835 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -5138988.500000 Penalty: 5231.805664
	Iteration 7F: 3 clusters Score -5138988 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5140437.500000 Penalty: 5231.805664
	Iteration 8F: 3 clusters Score -5140438 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -5142088.000000 Penalty: 5231.805664
	Iteration 9F: 3 clusters Score -5142088 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -5143600.500000 Penalty: 5231.805664
	Iteration 10F: 3 clusters Score -5143600 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -5144534.500000 Penalty: 5231.805664
	Iteration 11Q: 3 clusters Score -5144534 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -5145078.000000 Penalty: 5231.805664
	Iteration 12Q: 3 clusters Score -5145078 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -5145406.500000 Penalty: 5231.805664
	Iteration 13Q: 3 clusters Score -5145406 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -5145657.000000 Penalty: 5231.805664
	Iteration 14Q: 3 clusters Score -5145657 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -5145849.000000 Penalty: 5231.805664
	Iteration 15Q: 3 clusters Score -5145849 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -5146054.500000 Penalty: 5231.805664
	Iteration 16Q: 3 clusters Score -5146054 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -5146232.000000 Penalty: 5231.805664
	Iteration 17Q: 3 clusters Score -5146232 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -5146375.000000 Penalty: 5231.805664
	Iteration 18Q: 3 clusters Score -5146375 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -5146491.000000 Penalty: 5231.805664
	Iteration 19Q: 3 clusters Score -5146491 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -5146613.000000 Penalty: 5231.805664
	Iteration 20F: 3 clusters Score -5146613 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -5146706.000000 Penalty: 5231.805664
	Iteration 21Q: 3 clusters Score -5146706 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -5146826.500000 Penalty: 5231.805664
	Iteration 22Q: 3 clusters Score -5146826 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -5146919.000000 Penalty: 5231.805664
	Iteration 23Q: 3 clusters Score -5146919 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -5146963.500000 Penalty: 5231.805664
	Iteration 24Q: 3 clusters Score -5146964 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -5147073.500000 Penalty: 5231.805664
	Iteration 25Q: 3 clusters Score -5147074 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -5147155.000000 Penalty: 5231.805664
	Iteration 26Q: 3 clusters Score -5147155 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -5147228.500000 Penalty: 5231.805664
	Iteration 27Q: 3 clusters Score -5147228 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -5147311.500000 Penalty: 5231.805664
	Iteration 28Q: 3 clusters Score -5147312 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -5147389.000000 Penalty: 5231.805664
	Iteration 29Q: 3 clusters Score -5147389 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -5147449.000000 Penalty: 5231.805664
	Iteration 30Q: 3 clusters Score -5147449 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -5147489.000000 Penalty: 5231.805664
	Iteration 31Q: 3 clusters Score -5147489 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -5147562.500000 Penalty: 5231.805664
	Iteration 32Q: 3 clusters Score -5147562 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -5147607.000000 Penalty: 5231.805664
	Iteration 33Q: 3 clusters Score -5147607 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -5147632.500000 Penalty: 5231.805664
	Iteration 34Q: 3 clusters Score -5147632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -5147697.500000 Penalty: 5231.805664
	Iteration 35Q: 3 clusters Score -5147698 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -5147756.000000 Penalty: 5231.805664
	Iteration 36Q: 3 clusters Score -5147756 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -5147793.500000 Penalty: 5231.805664
	Iteration 37Q: 3 clusters Score -5147794 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -5147835.000000 Penalty: 5231.805664
	Iteration 38Q: 3 clusters Score -5147835 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -5147854.500000 Penalty: 5231.805664
	Iteration 39Q: 3 clusters Score -5147854 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -5147897.500000 Penalty: 5231.805664
	Iteration 40F: 3 clusters Score -5147898 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -5147935.500000 Penalty: 5231.805664
	Iteration 41Q: 3 clusters Score -5147936 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -5147972.000000 Penalty: 5231.805664
	Iteration 42Q: 3 clusters Score -5147972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -5148016.500000 Penalty: 5231.805664
	Iteration 43Q: 3 clusters Score -5148016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -5148030.000000 Penalty: 5231.805664
	Iteration 44Q: 3 clusters Score -5148030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -5148033.500000 Penalty: 5231.805664
	Iteration 45Q: 3 clusters Score -5148034 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5148053.000000 Penalty: 5231.805664
	Iteration 46Q: 3 clusters Score -5148053 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -5148069.500000 Penalty: 5231.805664
	Iteration 47Q: 3 clusters Score -5148070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -5148071.500000 Penalty: 5231.805664
	Iteration 48Q: 3 clusters Score -5148072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -5148076.500000 Penalty: 5231.805664
	Iteration 49Q: 3 clusters Score -5148076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -5148072.500000 Penalty: 5231.805664
	Iteration 50Q: 3 clusters Score -5148072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5148080.000000 Penalty: 5231.805664
	Iteration 51Q: 3 clusters Score -5148080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -5148093.500000 Penalty: 5231.805664
	Iteration 52Q: 3 clusters Score -5148094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -5148103.000000 Penalty: 5231.805664
	Iteration 53Q: 3 clusters Score -5148103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -5148116.500000 Penalty: 5231.805664
	Iteration 54Q: 3 clusters Score -5148116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5148126.500000 Penalty: 5231.805664
	Iteration 55Q: 3 clusters Score -5148126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -5148127.000000 Penalty: 5231.805664
	Iteration 56Q: 3 clusters Score -5148127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -5148143.500000 Penalty: 5231.805664
	Iteration 57Q: 3 clusters Score -5148144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -5148148.000000 Penalty: 5231.805664
	Iteration 58Q: 3 clusters Score -5148148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -5148158.500000 Penalty: 5231.805664
	Iteration 59Q: 3 clusters Score -5148158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5148163.500000 Penalty: 5231.805664
	Iteration 60F: 3 clusters Score -5148164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -5148164.500000 Penalty: 5231.805664
	Iteration 61Q: 3 clusters Score -5148164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -5148167.000000 Penalty: 5231.805664
	Iteration 62Q: 3 clusters Score -5148167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -5148182.500000 Penalty: 5231.805664
	Iteration 63Q: 3 clusters Score -5148182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -5148182.500000 Penalty: 5231.805664
	Iteration 64Q: 3 clusters Score -5148182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -5148170.000000 Penalty: 5231.805664
	Iteration 65Q: 3 clusters Score -5148170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -5148168.000000 Penalty: 5231.805664
	Iteration 66Q: 3 clusters Score -5148168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -5148182.000000 Penalty: 5231.805664
	Iteration 67Q: 3 clusters Score -5148182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -5148175.000000 Penalty: 5231.805664
	Iteration 68Q: 3 clusters Score -5148175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -5148174.500000 Penalty: 5231.805664
	Iteration 69Q: 3 clusters Score -5148174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -5148180.000000 Penalty: 5231.805664
	Iteration 70Q: 3 clusters Score -5148180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -5148182.500000 Penalty: 5231.805664
	Iteration 71Q: 3 clusters Score -5148182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -5148181.000000 Penalty: 5231.805664
	Iteration 72Q: 3 clusters Score -5148181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -5148181.500000 Penalty: 5231.805664
	Iteration 73Q: 3 clusters Score -5148182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -5148181.500000 Penalty: 5231.805664
	Iteration 74F: 3 clusters Score -5148182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Entering Unmasked Estep 
Score: -743956.437500 Penalty: 2133.999756
	Iteration 0F: 2 clusters Score -743956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -739140.562500 Penalty: 4267.999512
	Iteration 0F: 3 clusters Score -739140.6 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -740322.750000 Penalty: 4267.999512
	Iteration 1F: 3 clusters Score -740322.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -740591.500000 Penalty: 4267.999512
	Iteration 2F: 3 clusters Score -740591.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -740812.875000 Penalty: 4267.999512
	Iteration 3F: 3 clusters Score -740812.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -741032.062500 Penalty: 4267.999512
	Iteration 4F: 3 clusters Score -741032.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -741264.375000 Penalty: 4267.999512
	Iteration 5F: 3 clusters Score -741264.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -741483.000000 Penalty: 4267.999512
	Iteration 6Q: 3 clusters Score -741483 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -741669.125000 Penalty: 4267.999512
	Iteration 7Q: 3 clusters Score -741669.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -741826.187500 Penalty: 4267.999512
	Iteration 8Q: 3 clusters Score -741826.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -741941.937500 Penalty: 4267.999512
	Iteration 9Q: 3 clusters Score -741941.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -742049.250000 Penalty: 4267.999512
	Iteration 10Q: 3 clusters Score -742049.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -742123.062500 Penalty: 4267.999512
	Iteration 11Q: 3 clusters Score -742123.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -742161.250000 Penalty: 4267.999512
	Iteration 12Q: 3 clusters Score -742161.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -742195.625000 Penalty: 4267.999512
	Iteration 13Q: 3 clusters Score -742195.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -742218.437500 Penalty: 4267.999512
	Iteration 14Q: 3 clusters Score -742218.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -742242.750000 Penalty: 4267.999512
	Iteration 15Q: 3 clusters Score -742242.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -742261.812500 Penalty: 4267.999512
	Iteration 16Q: 3 clusters Score -742261.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -742283.375000 Penalty: 4267.999512
	Iteration 17Q: 3 clusters Score -742283.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -742295.375000 Penalty: 4267.999512
	Iteration 18Q: 3 clusters Score -742295.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -742304.625000 Penalty: 4267.999512
	Iteration 19Q: 3 clusters Score -742304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -742307.500000 Penalty: 4267.999512
	Iteration 20F: 3 clusters Score -742307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -742310.187500 Penalty: 4267.999512
	Iteration 21Q: 3 clusters Score -742310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -742315.875000 Penalty: 4267.999512
	Iteration 22Q: 3 clusters Score -742315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -742319.437500 Penalty: 4267.999512
	Iteration 23Q: 3 clusters Score -742319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -742320.437500 Penalty: 4267.999512
	Iteration 24Q: 3 clusters Score -742320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -742321.812500 Penalty: 4267.999512
	Iteration 25Q: 3 clusters Score -742321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -742322.875000 Penalty: 4267.999512
	Iteration 26Q: 3 clusters Score -742322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -742322.875000 Penalty: 4267.999512
	Iteration 27F: 3 clusters Score -742322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184931 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 46373 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 22701 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 190164 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20346 members 
Mstep: Class 14 contains 160501 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 191976 members 
Mstep: Class 18 contains 170595 members 
Mstep: Class 21 contains 38101 members 
Mstep: Class 23 contains 5458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348368.000000 Penalty: 65528.617188
Iteration 159Q: 20 clusters Score -1.443484e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185048 members 
Mstep: Class 2 contains 40695 members 
Mstep: Class 3 contains 922 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 46334 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 22390 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 190279 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20367 members 
Mstep: Class 14 contains 160597 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 191981 members 
Mstep: Class 18 contains 170616 members 
Mstep: Class 21 contains 38088 members 
Mstep: Class 23 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348576.000000 Penalty: 65528.617188
Iteration 160F: 20 clusters Score -1.443486e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185148 members 
Mstep: Class 2 contains 40688 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 9633 members 
Mstep: Class 6 contains 46296 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 22094 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 190423 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20390 members 
Mstep: Class 14 contains 160665 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 191989 members 
Mstep: Class 18 contains 170635 members 
Mstep: Class 21 contains 38058 members 
Mstep: Class 23 contains 5475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348544.000000 Penalty: 65528.617188
Iteration 161Q: 20 clusters Score -1.443485e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185206 members 
Mstep: Class 2 contains 40678 members 
Mstep: Class 3 contains 922 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 9629 members 
Mstep: Class 6 contains 46274 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 21800 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 190540 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20417 members 
Mstep: Class 14 contains 160777 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 192020 members 
Mstep: Class 18 contains 170646 members 
Mstep: Class 21 contains 38030 members 
Mstep: Class 23 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348704.000000 Penalty: 65528.617188
Iteration 162Q: 20 clusters Score -1.443487e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185291 members 
Mstep: Class 2 contains 40677 members 
Mstep: Class 3 contains 922 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 9628 members 
Mstep: Class 6 contains 46232 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 21537 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3727 members 
Mstep: Class 11 contains 190614 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20448 members 
Mstep: Class 14 contains 160873 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 192053 members 
Mstep: Class 18 contains 170640 members 
Mstep: Class 21 contains 38016 members 
Mstep: Class 23 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348544.000000 Penalty: 65528.617188
Iteration 163Q: 20 clusters Score -1.443485e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185392 members 
Mstep: Class 2 contains 40678 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 9627 members 
Mstep: Class 6 contains 46183 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 21262 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3726 members 
Mstep: Class 11 contains 190714 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20482 members 
Mstep: Class 14 contains 160952 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 192046 members 
Mstep: Class 18 contains 170664 members 
Mstep: Class 21 contains 37999 members 
Mstep: Class 23 contains 5490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348960.000000 Penalty: 65528.617188
Iteration 164Q: 20 clusters Score -1.44349e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185510 members 
Mstep: Class 2 contains 40665 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 46122 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 21003 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 190789 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20522 members 
Mstep: Class 14 contains 161022 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 192070 members 
Mstep: Class 18 contains 170671 members 
Mstep: Class 21 contains 37993 members 
Mstep: Class 23 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349152.000000 Penalty: 65528.617188
Iteration 165Q: 20 clusters Score -1.443492e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185595 members 
Mstep: Class 2 contains 40657 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 9622 members 
Mstep: Class 6 contains 46060 members 
Mstep: Class 7 contains 3211 members 
Mstep: Class 8 contains 20747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3720 members 
Mstep: Class 11 contains 190844 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20569 members 
Mstep: Class 14 contains 161105 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 192097 members 
Mstep: Class 18 contains 170687 members 
Mstep: Class 21 contains 37991 members 
Mstep: Class 23 contains 5504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349440.000000 Penalty: 65528.617188
Iteration 166Q: 20 clusters Score -1.443494e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185608 members 
Mstep: Class 2 contains 40645 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 9623 members 
Mstep: Class 6 contains 45990 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 20525 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3720 members 
Mstep: Class 11 contains 190934 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20610 members 
Mstep: Class 14 contains 161202 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 192132 members 
Mstep: Class 18 contains 170709 members 
Mstep: Class 21 contains 37986 members 
Mstep: Class 23 contains 5511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349536.000000 Penalty: 65528.617188
Iteration 167Q: 20 clusters Score -1.443495e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185665 members 
Mstep: Class 2 contains 40628 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 45935 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 20276 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 190983 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20642 members 
Mstep: Class 14 contains 161303 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192185 members 
Mstep: Class 18 contains 170746 members 
Mstep: Class 21 contains 37973 members 
Mstep: Class 23 contains 5519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349536.000000 Penalty: 65528.617188
Iteration 168Q: 20 clusters Score -1.443495e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185745 members 
Mstep: Class 2 contains 40620 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 45877 members 
Mstep: Class 7 contains 3220 members 
Mstep: Class 8 contains 20032 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 191051 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20678 members 
Mstep: Class 14 contains 161370 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192218 members 
Mstep: Class 18 contains 170779 members 
Mstep: Class 21 contains 37957 members 
Mstep: Class 23 contains 5530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349488.000000 Penalty: 65528.617188
Iteration 169Q: 20 clusters Score -1.443495e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185825 members 
Mstep: Class 2 contains 40624 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 9613 members 
Mstep: Class 6 contains 45807 members 
Mstep: Class 7 contains 3223 members 
Mstep: Class 8 contains 19804 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3716 members 
Mstep: Class 11 contains 191154 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20712 members 
Mstep: Class 14 contains 161432 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192230 members 
Mstep: Class 18 contains 170783 members 
Mstep: Class 21 contains 37949 members 
Mstep: Class 23 contains 5537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349424.000000 Penalty: 65528.617188
Iteration 170Q: 20 clusters Score -1.443494e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185895 members 
Mstep: Class 2 contains 40605 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 45765 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 19588 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 191257 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20748 members 
Mstep: Class 14 contains 161488 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192228 members 
Mstep: Class 18 contains 170800 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 23 contains 5538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349616.000000 Penalty: 65528.617188
Iteration 171Q: 20 clusters Score -1.443496e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185946 members 
Mstep: Class 2 contains 40617 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 45729 members 
Mstep: Class 7 contains 3225 members 
Mstep: Class 8 contains 19397 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3714 members 
Mstep: Class 11 contains 191347 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20778 members 
Mstep: Class 14 contains 161510 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192251 members 
Mstep: Class 18 contains 170810 members 
Mstep: Class 21 contains 37924 members 
Mstep: Class 23 contains 5541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349776.000000 Penalty: 65528.617188
Iteration 172Q: 20 clusters Score -1.443498e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186024 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 45697 members 
Mstep: Class 7 contains 3227 members 
Mstep: Class 8 contains 19223 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 191394 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20799 members 
Mstep: Class 14 contains 161550 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192275 members 
Mstep: Class 18 contains 170813 members 
Mstep: Class 21 contains 37909 members 
Mstep: Class 23 contains 5545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349472.000000 Penalty: 65528.617188
Iteration 173Q: 20 clusters Score -1.443495e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186087 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 45655 members 
Mstep: Class 7 contains 3228 members 
Mstep: Class 8 contains 19061 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 191460 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20832 members 
Mstep: Class 14 contains 161595 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192281 members 
Mstep: Class 18 contains 170798 members 
Mstep: Class 21 contains 37913 members 
Mstep: Class 23 contains 5550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349488.000000 Penalty: 65528.617188
Iteration 174Q: 20 clusters Score -1.443495e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186155 members 
Mstep: Class 2 contains 40634 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 9622 members 
Mstep: Class 6 contains 45613 members 
Mstep: Class 7 contains 3228 members 
Mstep: Class 8 contains 18869 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 191503 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20866 members 
Mstep: Class 14 contains 161642 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192289 members 
Mstep: Class 18 contains 170819 members 
Mstep: Class 21 contains 37904 members 
Mstep: Class 23 contains 5559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349312.000000 Penalty: 65528.617188
Iteration 175Q: 20 clusters Score -1.443493e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186180 members 
Mstep: Class 2 contains 40646 members 
Mstep: Class 3 contains 922 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 45572 members 
Mstep: Class 7 contains 3227 members 
Mstep: Class 8 contains 18715 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3709 members 
Mstep: Class 11 contains 191587 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20900 members 
Mstep: Class 14 contains 161676 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192309 members 
Mstep: Class 18 contains 170802 members 
Mstep: Class 21 contains 37906 members 
Mstep: Class 23 contains 5564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349120.000000 Penalty: 65528.617188
Iteration 176Q: 20 clusters Score -1.443491e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186196 members 
Mstep: Class 2 contains 40656 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 45534 members 
Mstep: Class 7 contains 3228 members 
Mstep: Class 8 contains 18565 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 191642 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20936 members 
Mstep: Class 14 contains 161729 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192326 members 
Mstep: Class 18 contains 170800 members 
Mstep: Class 21 contains 37906 members 
Mstep: Class 23 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349248.000000 Penalty: 65528.617188
Iteration 177Q: 20 clusters Score -1.443492e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186248 members 
Mstep: Class 2 contains 40670 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 45491 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 8 contains 18415 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 11 contains 191670 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 20972 members 
Mstep: Class 14 contains 161795 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192345 members 
Mstep: Class 18 contains 170783 members 
Mstep: Class 21 contains 37904 members 
Mstep: Class 23 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349312.000000 Penalty: 65528.617188
Iteration 178Q: 20 clusters Score -1.443493e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186307 members 
Mstep: Class 2 contains 40677 members 
Mstep: Class 3 contains 922 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 9614 members 
Mstep: Class 6 contains 45451 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 8 contains 18265 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 11 contains 191702 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21004 members 
Mstep: Class 14 contains 161853 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192366 members 
Mstep: Class 18 contains 170770 members 
Mstep: Class 21 contains 37897 members 
Mstep: Class 23 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349280.000000 Penalty: 65528.617188
Iteration 179Q: 20 clusters Score -1.443493e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186359 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3221 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 45405 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 8 contains 18104 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 11 contains 191737 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21034 members 
Mstep: Class 14 contains 161883 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192400 members 
Mstep: Class 18 contains 170791 members 
Mstep: Class 21 contains 37882 members 
Mstep: Class 23 contains 5578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349328.000000 Penalty: 65528.617188
Iteration 180F: 20 clusters Score -1.443493e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186395 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 45369 members 
Mstep: Class 7 contains 3237 members 
Mstep: Class 8 contains 17958 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3705 members 
Mstep: Class 11 contains 191757 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21068 members 
Mstep: Class 14 contains 161934 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192422 members 
Mstep: Class 18 contains 170805 members 
Mstep: Class 21 contains 37869 members 
Mstep: Class 23 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349488.000000 Penalty: 65528.617188
Iteration 181Q: 20 clusters Score -1.443495e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186435 members 
Mstep: Class 2 contains 40717 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 45324 members 
Mstep: Class 7 contains 3238 members 
Mstep: Class 8 contains 17845 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3703 members 
Mstep: Class 11 contains 191769 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21100 members 
Mstep: Class 14 contains 161967 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192460 members 
Mstep: Class 18 contains 170800 members 
Mstep: Class 21 contains 37858 members 
Mstep: Class 23 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349232.000000 Penalty: 65528.617188
Iteration 182Q: 20 clusters Score -1.443492e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186474 members 
Mstep: Class 2 contains 40738 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 45292 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 17718 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3699 members 
Mstep: Class 11 contains 191815 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21135 members 
Mstep: Class 14 contains 161990 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192493 members 
Mstep: Class 18 contains 170781 members 
Mstep: Class 21 contains 37841 members 
Mstep: Class 23 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349600.000000 Penalty: 65528.617188
Iteration 183Q: 20 clusters Score -1.443496e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186519 members 
Mstep: Class 2 contains 40740 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 9613 members 
Mstep: Class 6 contains 45247 members 
Mstep: Class 7 contains 3242 members 
Mstep: Class 8 contains 17597 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3697 members 
Mstep: Class 11 contains 191841 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21161 members 
Mstep: Class 14 contains 162029 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192537 members 
Mstep: Class 18 contains 170773 members 
Mstep: Class 21 contains 37836 members 
Mstep: Class 23 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349760.000000 Penalty: 65528.617188
Iteration 184Q: 20 clusters Score -1.443498e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186590 members 
Mstep: Class 2 contains 40735 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3219 members 
Mstep: Class 5 contains 9610 members 
Mstep: Class 6 contains 45212 members 
Mstep: Class 7 contains 3244 members 
Mstep: Class 8 contains 17457 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3697 members 
Mstep: Class 11 contains 191874 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 162054 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192571 members 
Mstep: Class 18 contains 170770 members 
Mstep: Class 21 contains 37833 members 
Mstep: Class 23 contains 5589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349488.000000 Penalty: 65528.617188
Iteration 185Q: 20 clusters Score -1.443495e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186645 members 
Mstep: Class 2 contains 40732 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 9613 members 
Mstep: Class 6 contains 45175 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 8 contains 17330 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3697 members 
Mstep: Class 11 contains 191928 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21205 members 
Mstep: Class 14 contains 162075 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192599 members 
Mstep: Class 18 contains 170763 members 
Mstep: Class 21 contains 37825 members 
Mstep: Class 23 contains 5589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349392.000000 Penalty: 65528.617188
Iteration 186Q: 20 clusters Score -1.443494e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186678 members 
Mstep: Class 2 contains 40715 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 45139 members 
Mstep: Class 7 contains 3249 members 
Mstep: Class 8 contains 17211 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3696 members 
Mstep: Class 11 contains 191988 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 162076 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192652 members 
Mstep: Class 18 contains 170773 members 
Mstep: Class 21 contains 37814 members 
Mstep: Class 23 contains 5591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349216.000000 Penalty: 65528.617188
Iteration 187Q: 20 clusters Score -1.443492e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186713 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 9617 members 
Mstep: Class 6 contains 45098 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 17086 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3697 members 
Mstep: Class 11 contains 192059 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21243 members 
Mstep: Class 14 contains 162075 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192686 members 
Mstep: Class 18 contains 170796 members 
Mstep: Class 21 contains 37808 members 
Mstep: Class 23 contains 5596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349216.000000 Penalty: 65528.617188
Iteration 188Q: 20 clusters Score -1.443492e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186758 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 9618 members 
Mstep: Class 6 contains 45075 members 
Mstep: Class 7 contains 3253 members 
Mstep: Class 8 contains 16948 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3696 members 
Mstep: Class 11 contains 192128 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21258 members 
Mstep: Class 14 contains 162069 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192722 members 
Mstep: Class 18 contains 170798 members 
Mstep: Class 21 contains 37806 members 
Mstep: Class 23 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349088.000000 Penalty: 65528.617188
Iteration 189Q: 20 clusters Score -1.443491e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186740 members 
Mstep: Class 2 contains 40681 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 45047 members 
Mstep: Class 7 contains 3257 members 
Mstep: Class 8 contains 16813 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 192169 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21277 members 
Mstep: Class 14 contains 162088 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192790 members 
Mstep: Class 18 contains 170830 members 
Mstep: Class 21 contains 37805 members 
Mstep: Class 23 contains 5604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349136.000000 Penalty: 65528.617188
Iteration 190Q: 20 clusters Score -1.443491e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186749 members 
Mstep: Class 2 contains 40669 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 9626 members 
Mstep: Class 6 contains 45021 members 
Mstep: Class 7 contains 3259 members 
Mstep: Class 8 contains 16681 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 192222 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21291 members 
Mstep: Class 14 contains 162100 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192857 members 
Mstep: Class 18 contains 170844 members 
Mstep: Class 21 contains 37799 members 
Mstep: Class 23 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349152.000000 Penalty: 65528.617188
Iteration 191Q: 20 clusters Score -1.443492e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186775 members 
Mstep: Class 2 contains 40660 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 9626 members 
Mstep: Class 6 contains 44996 members 
Mstep: Class 7 contains 3262 members 
Mstep: Class 8 contains 16542 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 192245 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21316 members 
Mstep: Class 14 contains 162144 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192913 members 
Mstep: Class 18 contains 170838 members 
Mstep: Class 21 contains 37797 members 
Mstep: Class 23 contains 5616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349072.000000 Penalty: 65528.617188
Iteration 192Q: 20 clusters Score -1.443491e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186773 members 
Mstep: Class 2 contains 40668 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 9627 members 
Mstep: Class 6 contains 44980 members 
Mstep: Class 7 contains 3261 members 
Mstep: Class 8 contains 16405 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 192263 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21337 members 
Mstep: Class 14 contains 162199 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 192981 members 
Mstep: Class 18 contains 170830 members 
Mstep: Class 21 contains 37785 members 
Mstep: Class 23 contains 5626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349200.000000 Penalty: 65528.617188
Iteration 193Q: 20 clusters Score -1.443492e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186765 members 
Mstep: Class 2 contains 40659 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 9628 members 
Mstep: Class 6 contains 44952 members 
Mstep: Class 7 contains 3260 members 
Mstep: Class 8 contains 16279 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 192287 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21369 members 
Mstep: Class 14 contains 162269 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193038 members 
Mstep: Class 18 contains 170822 members 
Mstep: Class 21 contains 37775 members 
Mstep: Class 23 contains 5634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349408.000000 Penalty: 65528.617188
Iteration 194Q: 20 clusters Score -1.443494e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186764 members 
Mstep: Class 2 contains 40657 members 
Mstep: Class 3 contains 928 members 
Mstep: Class 4 contains 3220 members 
Mstep: Class 5 contains 9625 members 
Mstep: Class 6 contains 44920 members 
Mstep: Class 7 contains 3263 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3675 members 
Mstep: Class 11 contains 192305 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21401 members 
Mstep: Class 14 contains 162315 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193091 members 
Mstep: Class 18 contains 170831 members 
Mstep: Class 21 contains 37761 members 
Mstep: Class 23 contains 5641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349520.000000 Penalty: 65528.617188
Iteration 195Q: 20 clusters Score -1.443495e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186728 members 
Mstep: Class 2 contains 40646 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 9622 members 
Mstep: Class 6 contains 44897 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 16050 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3672 members 
Mstep: Class 11 contains 192335 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21421 members 
Mstep: Class 14 contains 162395 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193157 members 
Mstep: Class 18 contains 170831 members 
Mstep: Class 21 contains 37750 members 
Mstep: Class 23 contains 5644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349984.000000 Penalty: 65528.617188
Iteration 196Q: 20 clusters Score -1.4435e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186714 members 
Mstep: Class 2 contains 40637 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 9622 members 
Mstep: Class 6 contains 44873 members 
Mstep: Class 7 contains 3270 members 
Mstep: Class 8 contains 15949 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3669 members 
Mstep: Class 11 contains 192334 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21452 members 
Mstep: Class 14 contains 162434 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193228 members 
Mstep: Class 18 contains 170839 members 
Mstep: Class 21 contains 37745 members 
Mstep: Class 23 contains 5647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349616.000000 Penalty: 65528.617188
Iteration 197Q: 20 clusters Score -1.443496e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186737 members 
Mstep: Class 2 contains 40630 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 44852 members 
Mstep: Class 7 contains 3272 members 
Mstep: Class 8 contains 15822 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3665 members 
Mstep: Class 11 contains 192325 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21483 members 
Mstep: Class 14 contains 162456 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193297 members 
Mstep: Class 18 contains 170871 members 
Mstep: Class 21 contains 37729 members 
Mstep: Class 23 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349664.000000 Penalty: 65528.617188
Iteration 198Q: 20 clusters Score -1.443497e+08 nChanged 731
Entering ConstructFrom: 
Score: -144349664.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (186772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186772 members 
Entering Unmasked Estep 
Score: -25039234.000000 Penalty: 3010.135742
	Iteration 0F: 2 clusters Score -2.503923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -24918318.000000 Penalty: 6020.271484
	Iteration 0F: 3 clusters Score -2.491832e+07 nChanged 90044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -24970214.000000 Penalty: 6020.271484
	Iteration 1F: 3 clusters Score -2.497021e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -24970986.000000 Penalty: 6020.271484
	Iteration 2Q: 3 clusters Score -2.497099e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93592 members 
Mstep: Class 2 contains 93180 members 
Entering Unmasked Estep 
Score: -24971710.000000 Penalty: 6020.271484
	Iteration 3Q: 3 clusters Score -2.497171e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -24972342.000000 Penalty: 6020.271484
	Iteration 4Q: 3 clusters Score -2.497234e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -24973110.000000 Penalty: 6020.271484
	Iteration 5Q: 3 clusters Score -2.497311e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -24974260.000000 Penalty: 6020.271484
	Iteration 6Q: 3 clusters Score -2.497426e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -24976026.000000 Penalty: 6020.271484
	Iteration 7Q: 3 clusters Score -2.497603e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -24978992.000000 Penalty: 6020.271484
	Iteration 8Q: 3 clusters Score -2.497899e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -24983410.000000 Penalty: 6020.271484
	Iteration 9Q: 3 clusters Score -2.498341e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99413 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -24989420.000000 Penalty: 6020.271484
	Iteration 10F: 3 clusters Score -2.498942e+07 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -24996576.000000 Penalty: 6020.271484
	Iteration 11F: 3 clusters Score -2.499658e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105357 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -25003918.000000 Penalty: 6020.271484
	Iteration 12F: 3 clusters Score -2.500392e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108740 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -25010992.000000 Penalty: 6020.271484
	Iteration 13F: 3 clusters Score -2.501099e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 74928 members 
Entering Unmasked Estep 
Score: -25016570.000000 Penalty: 6020.271484
	Iteration 14Q: 3 clusters Score -2.501657e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115117 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -25020778.000000 Penalty: 6020.271484
	Iteration 15Q: 3 clusters Score -2.502078e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118432 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -25022994.000000 Penalty: 6020.271484
	Iteration 16Q: 3 clusters Score -2.502299e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121728 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -25024510.000000 Penalty: 6020.271484
	Iteration 17Q: 3 clusters Score -2.502451e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124934 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -25025652.000000 Penalty: 6020.271484
	Iteration 18Q: 3 clusters Score -2.502565e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128021 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -25026550.000000 Penalty: 6020.271484
	Iteration 19Q: 3 clusters Score -2.502655e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131042 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -25027578.000000 Penalty: 6020.271484
	Iteration 20F: 3 clusters Score -2.502758e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133963 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -25028580.000000 Penalty: 6020.271484
	Iteration 21Q: 3 clusters Score -2.502858e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136829 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -25029244.000000 Penalty: 6020.271484
	Iteration 22Q: 3 clusters Score -2.502924e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139584 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -25030232.000000 Penalty: 6020.271484
	Iteration 23Q: 3 clusters Score -2.503023e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142208 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -25031034.000000 Penalty: 6020.271484
	Iteration 24Q: 3 clusters Score -2.503103e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -25031696.000000 Penalty: 6020.271484
	Iteration 25Q: 3 clusters Score -2.50317e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146998 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -25032504.000000 Penalty: 6020.271484
	Iteration 26Q: 3 clusters Score -2.50325e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149164 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -25033008.000000 Penalty: 6020.271484
	Iteration 27Q: 3 clusters Score -2.503301e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151182 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -25033630.000000 Penalty: 6020.271484
	Iteration 28Q: 3 clusters Score -2.503363e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -25034232.000000 Penalty: 6020.271484
	Iteration 29Q: 3 clusters Score -2.503423e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154913 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -25034966.000000 Penalty: 6020.271484
	Iteration 30Q: 3 clusters Score -2.503497e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156633 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -25035286.000000 Penalty: 6020.271484
	Iteration 31Q: 3 clusters Score -2.503529e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -25035878.000000 Penalty: 6020.271484
	Iteration 32Q: 3 clusters Score -2.503588e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160175 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -25036200.000000 Penalty: 6020.271484
	Iteration 33Q: 3 clusters Score -2.50362e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161899 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -25036608.000000 Penalty: 6020.271484
	Iteration 34Q: 3 clusters Score -2.503661e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163592 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -25036922.000000 Penalty: 6020.271484
	Iteration 35Q: 3 clusters Score -2.503692e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165206 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -25037220.000000 Penalty: 6020.271484
	Iteration 36Q: 3 clusters Score -2.503722e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166724 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -25037440.000000 Penalty: 6020.271484
	Iteration 37Q: 3 clusters Score -2.503744e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168108 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -25037574.000000 Penalty: 6020.271484
	Iteration 38Q: 3 clusters Score -2.503757e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169366 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -25037598.000000 Penalty: 6020.271484
	Iteration 39Q: 3 clusters Score -2.50376e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170531 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -25037652.000000 Penalty: 6020.271484
	Iteration 40F: 3 clusters Score -2.503765e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171597 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -25037686.000000 Penalty: 6020.271484
	Iteration 41Q: 3 clusters Score -2.503769e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172598 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -25037762.000000 Penalty: 6020.271484
	Iteration 42Q: 3 clusters Score -2.503776e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173481 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -25037882.000000 Penalty: 6020.271484
	Iteration 43Q: 3 clusters Score -2.503788e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174283 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -25037832.000000 Penalty: 6020.271484
	Iteration 44Q: 3 clusters Score -2.503783e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175038 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -25037848.000000 Penalty: 6020.271484
	Iteration 45Q: 3 clusters Score -2.503785e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -25037822.000000 Penalty: 6020.271484
	Iteration 46Q: 3 clusters Score -2.503782e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176307 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -25037834.000000 Penalty: 6020.271484
	Iteration 47Q: 3 clusters Score -2.503783e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176872 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -25037668.000000 Penalty: 6020.271484
	Iteration 48Q: 3 clusters Score -2.503767e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177393 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -25037710.000000 Penalty: 6020.271484
	Iteration 49Q: 3 clusters Score -2.503771e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177895 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -25037626.000000 Penalty: 6020.271484
	Iteration 50Q: 3 clusters Score -2.503763e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178374 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -25037540.000000 Penalty: 6020.271484
	Iteration 51Q: 3 clusters Score -2.503754e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178833 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -25037470.000000 Penalty: 6020.271484
	Iteration 52Q: 3 clusters Score -2.503747e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179254 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -25037408.000000 Penalty: 6020.271484
	Iteration 53Q: 3 clusters Score -2.503741e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179633 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -25037440.000000 Penalty: 6020.271484
	Iteration 54Q: 3 clusters Score -2.503744e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179992 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -25037456.000000 Penalty: 6020.271484
	Iteration 55Q: 3 clusters Score -2.503746e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180332 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -25037428.000000 Penalty: 6020.271484
	Iteration 56Q: 3 clusters Score -2.503743e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180632 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -25037450.000000 Penalty: 6020.271484
	Iteration 57Q: 3 clusters Score -2.503745e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180922 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -25037366.000000 Penalty: 6020.271484
	Iteration 58Q: 3 clusters Score -2.503737e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181204 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -25037348.000000 Penalty: 6020.271484
	Iteration 59Q: 3 clusters Score -2.503735e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181478 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -25037300.000000 Penalty: 6020.271484
	Iteration 60F: 3 clusters Score -2.50373e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181737 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -25037308.000000 Penalty: 6020.271484
	Iteration 61Q: 3 clusters Score -2.503731e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -25037288.000000 Penalty: 6020.271484
	Iteration 62Q: 3 clusters Score -2.503729e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182180 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -25037344.000000 Penalty: 6020.271484
	Iteration 63Q: 3 clusters Score -2.503734e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182373 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -25037326.000000 Penalty: 6020.271484
	Iteration 64Q: 3 clusters Score -2.503733e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182554 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -25037284.000000 Penalty: 6020.271484
	Iteration 65Q: 3 clusters Score -2.503728e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182738 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -25037272.000000 Penalty: 6020.271484
	Iteration 66Q: 3 clusters Score -2.503727e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182908 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -25037268.000000 Penalty: 6020.271484
	Iteration 67Q: 3 clusters Score -2.503727e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183063 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -25037290.000000 Penalty: 6020.271484
	Iteration 68Q: 3 clusters Score -2.503729e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183205 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -25037312.000000 Penalty: 6020.271484
	Iteration 69Q: 3 clusters Score -2.503731e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183315 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -25037242.000000 Penalty: 6020.271484
	Iteration 70Q: 3 clusters Score -2.503724e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183446 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -25037294.000000 Penalty: 6020.271484
	Iteration 71Q: 3 clusters Score -2.503729e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183560 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -25037278.000000 Penalty: 6020.271484
	Iteration 72Q: 3 clusters Score -2.503728e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183661 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -25037224.000000 Penalty: 6020.271484
	Iteration 73Q: 3 clusters Score -2.503722e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183740 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -25037226.000000 Penalty: 6020.271484
	Iteration 74Q: 3 clusters Score -2.503723e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183815 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -25037234.000000 Penalty: 6020.271484
	Iteration 75Q: 3 clusters Score -2.503723e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183881 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -25037250.000000 Penalty: 6020.271484
	Iteration 76Q: 3 clusters Score -2.503725e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183933 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -25037278.000000 Penalty: 6020.271484
	Iteration 77Q: 3 clusters Score -2.503728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183998 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -25037240.000000 Penalty: 6020.271484
	Iteration 78Q: 3 clusters Score -2.503724e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184051 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -25037236.000000 Penalty: 6020.271484
	Iteration 79Q: 3 clusters Score -2.503724e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184095 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -25037246.000000 Penalty: 6020.271484
	Iteration 80F: 3 clusters Score -2.503725e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184130 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -25037226.000000 Penalty: 6020.271484
	Iteration 81Q: 3 clusters Score -2.503723e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184168 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -25037238.000000 Penalty: 6020.271484
	Iteration 82Q: 3 clusters Score -2.503724e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184208 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -25037246.000000 Penalty: 6020.271484
	Iteration 83Q: 3 clusters Score -2.503725e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184250 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -25037218.000000 Penalty: 6020.271484
	Iteration 84Q: 3 clusters Score -2.503722e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184288 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -25037242.000000 Penalty: 6020.271484
	Iteration 85Q: 3 clusters Score -2.503724e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184329 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -25037246.000000 Penalty: 6020.271484
	Iteration 86Q: 3 clusters Score -2.503725e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184369 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -25037252.000000 Penalty: 6020.271484
	Iteration 87Q: 3 clusters Score -2.503725e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184406 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -25037276.000000 Penalty: 6020.271484
	Iteration 88Q: 3 clusters Score -2.503728e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184436 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -25037252.000000 Penalty: 6020.271484
	Iteration 89Q: 3 clusters Score -2.503725e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184473 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -25037242.000000 Penalty: 6020.271484
	Iteration 90Q: 3 clusters Score -2.503724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184513 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -25037226.000000 Penalty: 6020.271484
	Iteration 91Q: 3 clusters Score -2.503723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184545 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -25037232.000000 Penalty: 6020.271484
	Iteration 92Q: 3 clusters Score -2.503723e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184580 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -25037232.000000 Penalty: 6020.271484
	Iteration 93Q: 3 clusters Score -2.503723e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -25037214.000000 Penalty: 6020.271484
	Iteration 94Q: 3 clusters Score -2.503721e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184654 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -25037198.000000 Penalty: 6020.271484
	Iteration 95Q: 3 clusters Score -2.50372e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184681 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -25037190.000000 Penalty: 6020.271484
	Iteration 96Q: 3 clusters Score -2.503719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184712 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -25037198.000000 Penalty: 6020.271484
	Iteration 97Q: 3 clusters Score -2.50372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184741 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -25037168.000000 Penalty: 6020.271484
	Iteration 98Q: 3 clusters Score -2.503717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184758 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -25037190.000000 Penalty: 6020.271484
	Iteration 99Q: 3 clusters Score -2.503719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184778 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -25037176.000000 Penalty: 6020.271484
	Iteration 100F: 3 clusters Score -2.503718e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184793 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -25037194.000000 Penalty: 6020.271484
	Iteration 101Q: 3 clusters Score -2.503719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184809 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -25037210.000000 Penalty: 6020.271484
	Iteration 102Q: 3 clusters Score -2.503721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184822 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -25037206.000000 Penalty: 6020.271484
	Iteration 103Q: 3 clusters Score -2.503721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184833 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -25037218.000000 Penalty: 6020.271484
	Iteration 104Q: 3 clusters Score -2.503722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184849 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -25037222.000000 Penalty: 6020.271484
	Iteration 105Q: 3 clusters Score -2.503722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184863 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -25037204.000000 Penalty: 6020.271484
	Iteration 106Q: 3 clusters Score -2.50372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184882 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -25037218.000000 Penalty: 6020.271484
	Iteration 107Q: 3 clusters Score -2.503722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184904 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -25037226.000000 Penalty: 6020.271484
	Iteration 108Q: 3 clusters Score -2.503723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184919 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -25037212.000000 Penalty: 6020.271484
	Iteration 109Q: 3 clusters Score -2.503721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184933 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -25037230.000000 Penalty: 6020.271484
	Iteration 110Q: 3 clusters Score -2.503723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184947 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -25037234.000000 Penalty: 6020.271484
	Iteration 111Q: 3 clusters Score -2.503723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184961 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -25037218.000000 Penalty: 6020.271484
	Iteration 112Q: 3 clusters Score -2.503722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184977 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -25037186.000000 Penalty: 6020.271484
	Iteration 113Q: 3 clusters Score -2.503719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184993 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -25037202.000000 Penalty: 6020.271484
	Iteration 114Q: 3 clusters Score -2.50372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185008 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -25037200.000000 Penalty: 6020.271484
	Iteration 115Q: 3 clusters Score -2.50372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185030 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -25037236.000000 Penalty: 6020.271484
	Iteration 116Q: 3 clusters Score -2.503724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185045 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -25037202.000000 Penalty: 6020.271484
	Iteration 117Q: 3 clusters Score -2.50372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185061 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -25037190.000000 Penalty: 6020.271484
	Iteration 118Q: 3 clusters Score -2.503719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185075 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -25037192.000000 Penalty: 6020.271484
	Iteration 119Q: 3 clusters Score -2.503719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185087 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -25037176.000000 Penalty: 6020.271484
	Iteration 120F: 3 clusters Score -2.503718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185094 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -25037176.000000 Penalty: 6020.271484
	Iteration 121Q: 3 clusters Score -2.503718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185107 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -25037200.000000 Penalty: 6020.271484
	Iteration 122Q: 3 clusters Score -2.50372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185119 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -25037188.000000 Penalty: 6020.271484
	Iteration 123Q: 3 clusters Score -2.503719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185130 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -25037200.000000 Penalty: 6020.271484
	Iteration 124Q: 3 clusters Score -2.50372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185138 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -25037182.000000 Penalty: 6020.271484
	Iteration 125Q: 3 clusters Score -2.503718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185145 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -25037192.000000 Penalty: 6020.271484
	Iteration 126Q: 3 clusters Score -2.503719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185154 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -25037186.000000 Penalty: 6020.271484
	Iteration 127Q: 3 clusters Score -2.503719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185164 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -25037178.000000 Penalty: 6020.271484
	Iteration 128Q: 3 clusters Score -2.503718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185172 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25037188.000000 Penalty: 6020.271484
	Iteration 129Q: 3 clusters Score -2.503719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185178 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -25037182.000000 Penalty: 6020.271484
	Iteration 130Q: 3 clusters Score -2.503718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185182 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -25037182.000000 Penalty: 6020.271484
	Iteration 131Q: 3 clusters Score -2.503718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185190 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -25037180.000000 Penalty: 6020.271484
	Iteration 132Q: 3 clusters Score -2.503718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185198 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -25037178.000000 Penalty: 6020.271484
	Iteration 133Q: 3 clusters Score -2.503718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185208 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -25037162.000000 Penalty: 6020.271484
	Iteration 134Q: 3 clusters Score -2.503716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185219 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -25037158.000000 Penalty: 6020.271484
	Iteration 135Q: 3 clusters Score -2.503716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185227 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -25037166.000000 Penalty: 6020.271484
	Iteration 136Q: 3 clusters Score -2.503717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185236 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -25037148.000000 Penalty: 6020.271484
	Iteration 137Q: 3 clusters Score -2.503715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185245 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -25037150.000000 Penalty: 6020.271484
	Iteration 138Q: 3 clusters Score -2.503715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185250 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -25037146.000000 Penalty: 6020.271484
	Iteration 139Q: 3 clusters Score -2.503715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185259 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -25037166.000000 Penalty: 6020.271484
	Iteration 140F: 3 clusters Score -2.503717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185262 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -25037166.000000 Penalty: 6020.271484
	Iteration 141Q: 3 clusters Score -2.503717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185265 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -25037166.000000 Penalty: 6020.271484
	Iteration 142Q: 3 clusters Score -2.503717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185270 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -25037168.000000 Penalty: 6020.271484
	Iteration 143Q: 3 clusters Score -2.503717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185271 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -25037150.000000 Penalty: 6020.271484
	Iteration 144Q: 3 clusters Score -2.503715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185275 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -25037168.000000 Penalty: 6020.271484
	Iteration 145Q: 3 clusters Score -2.503717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185277 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -25037168.000000 Penalty: 6020.271484
	Iteration 146Q: 3 clusters Score -2.503717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185278 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -25037176.000000 Penalty: 6020.271484
	Iteration 147Q: 3 clusters Score -2.503718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185282 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -25037184.000000 Penalty: 6020.271484
	Iteration 148Q: 3 clusters Score -2.503718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185283 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -25037176.000000 Penalty: 6020.271484
	Iteration 149Q: 3 clusters Score -2.503718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185283 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -25037176.000000 Penalty: 6020.271484
	Iteration 150F: 3 clusters Score -2.503718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Entering Unmasked Estep 
Score: -5501859.000000 Penalty: 2631.840820
	Iteration 0F: 2 clusters Score -5501859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -5474358.000000 Penalty: 5263.681641
	Iteration 0F: 3 clusters Score -5474358 nChanged 18608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5484385.000000 Penalty: 5263.681641
	Iteration 1F: 3 clusters Score -5484385 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5484944.000000 Penalty: 5263.681641
	Iteration 2Q: 3 clusters Score -5484944 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -5485420.500000 Penalty: 5263.681641
	Iteration 3Q: 3 clusters Score -5485420 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -5486055.000000 Penalty: 5263.681641
	Iteration 4Q: 3 clusters Score -5486055 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -5487047.500000 Penalty: 5263.681641
	Iteration 5Q: 3 clusters Score -5487048 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -5488690.000000 Penalty: 5263.681641
	Iteration 6F: 3 clusters Score -5488690 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -5491047.500000 Penalty: 5263.681641
	Iteration 7F: 3 clusters Score -5491048 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -5494016.500000 Penalty: 5263.681641
	Iteration 8F: 3 clusters Score -5494016 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5496614.000000 Penalty: 5263.681641
	Iteration 9F: 3 clusters Score -5496614 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5498201.000000 Penalty: 5263.681641
	Iteration 10Q: 3 clusters Score -5498201 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -5498987.000000 Penalty: 5263.681641
	Iteration 11Q: 3 clusters Score -5498987 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -5499276.500000 Penalty: 5263.681641
	Iteration 12Q: 3 clusters Score -5499276 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -5499402.000000 Penalty: 5263.681641
	Iteration 13Q: 3 clusters Score -5499402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5499458.500000 Penalty: 5263.681641
	Iteration 14Q: 3 clusters Score -5499458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -5499484.500000 Penalty: 5263.681641
	Iteration 15Q: 3 clusters Score -5499484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -5499500.000000 Penalty: 5263.681641
	Iteration 16Q: 3 clusters Score -5499500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -5499514.500000 Penalty: 5263.681641
	Iteration 17Q: 3 clusters Score -5499514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -5499514.000000 Penalty: 5263.681641
	Iteration 18Q: 3 clusters Score -5499514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5499518.500000 Penalty: 5263.681641
	Iteration 19Q: 3 clusters Score -5499518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -5499524.500000 Penalty: 5263.681641
	Iteration 20F: 3 clusters Score -5499524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5499531.000000 Penalty: 5263.681641
	Iteration 21Q: 3 clusters Score -5499531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -5499540.000000 Penalty: 5263.681641
	Iteration 22Q: 3 clusters Score -5499540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -5499537.500000 Penalty: 5263.681641
	Iteration 23Q: 3 clusters Score -5499538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -5499537.500000 Penalty: 5263.681641
	Iteration 24F: 3 clusters Score -5499538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -111911.031250 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -111911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110142.046875 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -110142 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110552.593750 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -110552.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -110680.289062 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -110680.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -110739.445312 Penalty: 3390.251465
	Iteration 3Q: 3 clusters Score -110739.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -110773.656250 Penalty: 3390.251465
	Iteration 4Q: 3 clusters Score -110773.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110805.351562 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -110805.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110822.414062 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -110822.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110831.625000 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -110831.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110837.601562 Penalty: 3390.251465
	Iteration 8Q: 3 clusters Score -110837.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110844.484375 Penalty: 3390.251465
	Iteration 9Q: 3 clusters Score -110844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -110847.054688 Penalty: 3390.251465
	Iteration 10Q: 3 clusters Score -110847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110856.906250 Penalty: 3390.251465
	Iteration 11Q: 3 clusters Score -110856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110860.585938 Penalty: 3390.251465
	Iteration 12Q: 3 clusters Score -110860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110860.585938 Penalty: 3390.251465
	Iteration 13F: 3 clusters Score -110860.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Entering Unmasked Estep 
Score: -415352.656250 Penalty: 2003.745361
	Iteration 0F: 2 clusters Score -415352.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -411991.781250 Penalty: 4007.490723
	Iteration 0F: 3 clusters Score -411991.8 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -412832.218750 Penalty: 4007.490723
	Iteration 1F: 3 clusters Score -412832.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -413194.656250 Penalty: 4007.490723
	Iteration 2F: 3 clusters Score -413194.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -413602.687500 Penalty: 4007.490723
	Iteration 3F: 3 clusters Score -413602.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -413977.906250 Penalty: 4007.490723
	Iteration 4F: 3 clusters Score -413977.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -414297.937500 Penalty: 4007.490723
	Iteration 5F: 3 clusters Score -414297.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -414476.281250 Penalty: 4007.490723
	Iteration 6Q: 3 clusters Score -414476.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -414600.968750 Penalty: 4007.490723
	Iteration 7Q: 3 clusters Score -414601 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -414701.750000 Penalty: 4007.490723
	Iteration 8Q: 3 clusters Score -414701.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -414761.000000 Penalty: 4007.490723
	Iteration 9Q: 3 clusters Score -414761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -414806.031250 Penalty: 4007.490723
	Iteration 10Q: 3 clusters Score -414806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -414830.906250 Penalty: 4007.490723
	Iteration 11Q: 3 clusters Score -414830.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -414843.562500 Penalty: 4007.490723
	Iteration 12Q: 3 clusters Score -414843.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -414851.562500 Penalty: 4007.490723
	Iteration 13Q: 3 clusters Score -414851.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -414860.812500 Penalty: 4007.490723
	Iteration 14Q: 3 clusters Score -414860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -414863.718750 Penalty: 4007.490723
	Iteration 15Q: 3 clusters Score -414863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -414865.812500 Penalty: 4007.490723
	Iteration 16Q: 3 clusters Score -414865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -414867.187500 Penalty: 4007.490723
	Iteration 17Q: 3 clusters Score -414867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -414868.125000 Penalty: 4007.490723
	Iteration 18Q: 3 clusters Score -414868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -414868.125000 Penalty: 4007.490723
	Iteration 19F: 3 clusters Score -414868.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Entering Unmasked Estep 
Score: -1223435.375000 Penalty: 2274.530762
	Iteration 0F: 2 clusters Score -1223435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1216016.875000 Penalty: 4549.061523
	Iteration 0F: 3 clusters Score -1216017 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1218285.250000 Penalty: 4549.061523
	Iteration 1F: 3 clusters Score -1218285 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1218863.500000 Penalty: 4549.061523
	Iteration 2F: 3 clusters Score -1218864 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1219398.625000 Penalty: 4549.061523
	Iteration 3F: 3 clusters Score -1219399 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1219841.500000 Penalty: 4549.061523
	Iteration 4F: 3 clusters Score -1219842 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1220152.375000 Penalty: 4549.061523
	Iteration 5F: 3 clusters Score -1220152 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1220411.375000 Penalty: 4549.061523
	Iteration 6Q: 3 clusters Score -1220411 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1220672.375000 Penalty: 4549.061523
	Iteration 7Q: 3 clusters Score -1220672 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1220976.750000 Penalty: 4549.061523
	Iteration 8Q: 3 clusters Score -1220977 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1221333.375000 Penalty: 4549.061523
	Iteration 9Q: 3 clusters Score -1221333 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1221749.250000 Penalty: 4549.061523
	Iteration 10Q: 3 clusters Score -1221749 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1222152.125000 Penalty: 4549.061523
	Iteration 11Q: 3 clusters Score -1222152 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1222494.125000 Penalty: 4549.061523
	Iteration 12Q: 3 clusters Score -1222494 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1222834.500000 Penalty: 4549.061523
	Iteration 13Q: 3 clusters Score -1222834 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1223093.750000 Penalty: 4549.061523
	Iteration 14Q: 3 clusters Score -1223094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1223221.125000 Penalty: 4549.061523
	Iteration 15Q: 3 clusters Score -1223221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1223270.250000 Penalty: 4549.061523
	Iteration 16Q: 3 clusters Score -1223270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1223285.750000 Penalty: 4549.061523
	Iteration 17Q: 3 clusters Score -1223286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1223292.250000 Penalty: 4549.061523
	Iteration 18Q: 3 clusters Score -1223292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1223296.875000 Penalty: 4549.061523
	Iteration 19Q: 3 clusters Score -1223297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1223298.625000 Penalty: 4549.061523
	Iteration 20F: 3 clusters Score -1223299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1223297.750000 Penalty: 4549.061523
	Iteration 21Q: 3 clusters Score -1223298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1223297.750000 Penalty: 4549.061523
	Iteration 22F: 3 clusters Score -1223298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Entering Unmasked Estep 
Score: -5848017.500000 Penalty: 2656.192627
	Iteration 0F: 2 clusters Score -5848018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -5817745.500000 Penalty: 5312.385254
	Iteration 0F: 3 clusters Score -5817746 nChanged 20619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -5829120.000000 Penalty: 5312.385254
	Iteration 1F: 3 clusters Score -5829120 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -5830001.500000 Penalty: 5312.385254
	Iteration 2Q: 3 clusters Score -5830002 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -5831279.000000 Penalty: 5312.385254
	Iteration 3F: 3 clusters Score -5831279 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5833371.000000 Penalty: 5312.385254
	Iteration 4F: 3 clusters Score -5833371 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -5836575.000000 Penalty: 5312.385254
	Iteration 5F: 3 clusters Score -5836575 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -5840342.500000 Penalty: 5312.385254
	Iteration 6F: 3 clusters Score -5840342 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5843180.500000 Penalty: 5312.385254
	Iteration 7F: 3 clusters Score -5843180 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5844616.500000 Penalty: 5312.385254
	Iteration 8Q: 3 clusters Score -5844616 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -5845194.000000 Penalty: 5312.385254
	Iteration 9Q: 3 clusters Score -5845194 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -5845450.500000 Penalty: 5312.385254
	Iteration 10Q: 3 clusters Score -5845450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -5845568.000000 Penalty: 5312.385254
	Iteration 11Q: 3 clusters Score -5845568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -5845622.500000 Penalty: 5312.385254
	Iteration 12Q: 3 clusters Score -5845622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -5845651.000000 Penalty: 5312.385254
	Iteration 13Q: 3 clusters Score -5845651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -5845687.500000 Penalty: 5312.385254
	Iteration 14Q: 3 clusters Score -5845688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -5845707.000000 Penalty: 5312.385254
	Iteration 15Q: 3 clusters Score -5845707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -5845718.000000 Penalty: 5312.385254
	Iteration 16Q: 3 clusters Score -5845718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -5845723.000000 Penalty: 5312.385254
	Iteration 17Q: 3 clusters Score -5845723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -5845733.500000 Penalty: 5312.385254
	Iteration 18Q: 3 clusters Score -5845734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -5845730.500000 Penalty: 5312.385254
	Iteration 19Q: 3 clusters Score -5845730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -5845745.500000 Penalty: 5312.385254
	Iteration 20F: 3 clusters Score -5845746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -5845758.000000 Penalty: 5312.385254
	Iteration 21Q: 3 clusters Score -5845758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5845760.000000 Penalty: 5312.385254
	Iteration 22Q: 3 clusters Score -5845760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5845760.000000 Penalty: 5312.385254
	Iteration 23F: 3 clusters Score -5845760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -430875.656250 Penalty: 2007.178589
	Iteration 0F: 2 clusters Score -430875.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -427487.781250 Penalty: 4014.357178
	Iteration 0F: 3 clusters Score -427487.8 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -428323.718750 Penalty: 4014.357178
	Iteration 1F: 3 clusters Score -428323.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -428789.718750 Penalty: 4014.357178
	Iteration 2F: 3 clusters Score -428789.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -429449.687500 Penalty: 4014.357178
	Iteration 3F: 3 clusters Score -429449.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -430197.468750 Penalty: 4014.357178
	Iteration 4F: 3 clusters Score -430197.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -431056.593750 Penalty: 4014.357178
	Iteration 5F: 3 clusters Score -431056.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -431709.437500 Penalty: 4014.357178
	Iteration 6F: 3 clusters Score -431709.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -431862.812500 Penalty: 4014.357178
	Iteration 7Q: 3 clusters Score -431862.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -431876.500000 Penalty: 4014.357178
	Iteration 8Q: 3 clusters Score -431876.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -431880.656250 Penalty: 4014.357178
	Iteration 9Q: 3 clusters Score -431880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -431881.375000 Penalty: 4014.357178
	Iteration 10Q: 3 clusters Score -431881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -431881.375000 Penalty: 4014.357178
	Iteration 11F: 3 clusters Score -431881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186772 members 
Mstep: Class 2 contains 40630 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 44822 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 15694 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3664 members 
Mstep: Class 11 contains 192318 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21521 members 
Mstep: Class 14 contains 162476 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 16 contains 2026 members 
Mstep: Class 17 contains 193352 members 
Mstep: Class 18 contains 170891 members 
Mstep: Class 21 contains 37724 members 
Mstep: Class 23 contains 5651 members 
Entering Unmasked Estep 
Score: -144349232.000000 Penalty: 68977.492188
Splitting cluster 7 changes total score from -144349664.000000 to -144349232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (15694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Entering Unmasked Estep 
Score: -2096781.750000 Penalty: 2395.936279
	Iteration 0F: 2 clusters Score -2096782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2085459.875000 Penalty: 4791.872559
	Iteration 0F: 3 clusters Score -2085460 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2089022.250000 Penalty: 4791.872559
	Iteration 1F: 3 clusters Score -2089022 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2089344.750000 Penalty: 4791.872559
	Iteration 2F: 3 clusters Score -2089345 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2089585.250000 Penalty: 4791.872559
	Iteration 3Q: 3 clusters Score -2089585 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2089766.625000 Penalty: 4791.872559
	Iteration 4Q: 3 clusters Score -2089767 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2089901.000000 Penalty: 4791.872559
	Iteration 5Q: 3 clusters Score -2089901 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2090019.500000 Penalty: 4791.872559
	Iteration 6Q: 3 clusters Score -2090020 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2090118.125000 Penalty: 4791.872559
	Iteration 7Q: 3 clusters Score -2090118 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2090207.000000 Penalty: 4791.872559
	Iteration 8Q: 3 clusters Score -2090207 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2090282.625000 Penalty: 4791.872559
	Iteration 9Q: 3 clusters Score -2090283 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2090331.250000 Penalty: 4791.872559
	Iteration 10Q: 3 clusters Score -2090331 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2090380.500000 Penalty: 4791.872559
	Iteration 11Q: 3 clusters Score -2090380 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2090435.625000 Penalty: 4791.872559
	Iteration 12Q: 3 clusters Score -2090436 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2090488.625000 Penalty: 4791.872559
	Iteration 13Q: 3 clusters Score -2090489 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2090548.250000 Penalty: 4791.872559
	Iteration 14Q: 3 clusters Score -2090548 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2090612.500000 Penalty: 4791.872559
	Iteration 15Q: 3 clusters Score -2090612 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2090689.750000 Penalty: 4791.872559
	Iteration 16Q: 3 clusters Score -2090690 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2090776.625000 Penalty: 4791.872559
	Iteration 17Q: 3 clusters Score -2090777 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2090916.750000 Penalty: 4791.872559
	Iteration 18Q: 3 clusters Score -2090917 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2091093.000000 Penalty: 4791.872559
	Iteration 19Q: 3 clusters Score -2091093 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2091351.250000 Penalty: 4791.872559
	Iteration 20F: 3 clusters Score -2091351 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2091704.750000 Penalty: 4791.872559
	Iteration 21Q: 3 clusters Score -2091705 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2092146.750000 Penalty: 4791.872559
	Iteration 22Q: 3 clusters Score -2092147 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2092666.875000 Penalty: 4791.872559
	Iteration 23Q: 3 clusters Score -2092667 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2093169.750000 Penalty: 4791.872559
	Iteration 24Q: 3 clusters Score -2093170 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2093603.375000 Penalty: 4791.872559
	Iteration 25Q: 3 clusters Score -2093603 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2093944.875000 Penalty: 4791.872559
	Iteration 26Q: 3 clusters Score -2093945 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2094200.000000 Penalty: 4791.872559
	Iteration 27Q: 3 clusters Score -2094200 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2094362.250000 Penalty: 4791.872559
	Iteration 28Q: 3 clusters Score -2094362 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2094484.375000 Penalty: 4791.872559
	Iteration 29Q: 3 clusters Score -2094484 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2094550.250000 Penalty: 4791.872559
	Iteration 30Q: 3 clusters Score -2094550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2094590.625000 Penalty: 4791.872559
	Iteration 31Q: 3 clusters Score -2094591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2094625.000000 Penalty: 4791.872559
	Iteration 32Q: 3 clusters Score -2094625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2094647.750000 Penalty: 4791.872559
	Iteration 33Q: 3 clusters Score -2094648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2094655.125000 Penalty: 4791.872559
	Iteration 34Q: 3 clusters Score -2094655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2094659.875000 Penalty: 4791.872559
	Iteration 35Q: 3 clusters Score -2094660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2094671.375000 Penalty: 4791.872559
	Iteration 36Q: 3 clusters Score -2094671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2094679.500000 Penalty: 4791.872559
	Iteration 37Q: 3 clusters Score -2094680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2094682.625000 Penalty: 4791.872559
	Iteration 38Q: 3 clusters Score -2094683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2094684.250000 Penalty: 4791.872559
	Iteration 39Q: 3 clusters Score -2094684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2094685.500000 Penalty: 4791.872559
	Iteration 40F: 3 clusters Score -2094686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2094688.250000 Penalty: 4791.872559
	Iteration 41Q: 3 clusters Score -2094688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2094687.250000 Penalty: 4791.872559
	Iteration 42Q: 3 clusters Score -2094687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2094691.500000 Penalty: 4791.872559
	Iteration 43Q: 3 clusters Score -2094692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2094696.125000 Penalty: 4791.872559
	Iteration 44Q: 3 clusters Score -2094696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2094699.000000 Penalty: 4791.872559
	Iteration 45Q: 3 clusters Score -2094699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2094699.125000 Penalty: 4791.872559
	Iteration 46Q: 3 clusters Score -2094699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2094699.625000 Penalty: 4791.872559
	Iteration 47Q: 3 clusters Score -2094700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2094701.000000 Penalty: 4791.872559
	Iteration 48Q: 3 clusters Score -2094701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2094701.375000 Penalty: 4791.872559
	Iteration 49Q: 3 clusters Score -2094701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2094706.875000 Penalty: 4791.872559
	Iteration 50Q: 3 clusters Score -2094707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2094705.625000 Penalty: 4791.872559
	Iteration 51Q: 3 clusters Score -2094706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2094707.250000 Penalty: 4791.872559
	Iteration 52Q: 3 clusters Score -2094707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2094711.875000 Penalty: 4791.872559
	Iteration 53Q: 3 clusters Score -2094712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2094714.875000 Penalty: 4791.872559
	Iteration 54Q: 3 clusters Score -2094715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2094720.000000 Penalty: 4791.872559
	Iteration 55Q: 3 clusters Score -2094720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2094720.750000 Penalty: 4791.872559
	Iteration 56Q: 3 clusters Score -2094721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2094720.500000 Penalty: 4791.872559
	Iteration 57Q: 3 clusters Score -2094720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2094720.000000 Penalty: 4791.872559
	Iteration 58Q: 3 clusters Score -2094720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2094720.000000 Penalty: 4791.872559
	Iteration 59F: 3 clusters Score -2094720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -84344.312500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -84344.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82776.812500 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -82776.81 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -83396.523438 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -83396.52 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83926.843750 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -83926.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -84259.093750 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -84259.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -84541.828125 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -84541.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -84716.375000 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -84716.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -84910.039062 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -84910.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -84945.125000 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -84945.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -84952.859375 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -84952.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -84961.953125 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -84961.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -84966.718750 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -84966.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -84971.070312 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -84971.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -84971.898438 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -84971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -84971.898438 Penalty: 3267.424805
	Iteration 13F: 3 clusters Score -84971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186772 members 
Mstep: Class 2 contains 40630 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 44822 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 15694 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 3664 members 
Mstep: Class 11 contains 192318 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21521 members 
Mstep: Class 14 contains 162476 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 193352 members 
Mstep: Class 18 contains 170891 members 
Mstep: Class 21 contains 37724 members 
Mstep: Class 23 contains 5651 members 
Entering Unmasked Estep 
Score: -144348544.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144349664.000000 to -144348544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Entering Unmasked Estep 
Score: -468985.468750 Penalty: 2035.164917
	Iteration 0F: 2 clusters Score -468985.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -465297.000000 Penalty: 4070.329834
	Iteration 0F: 3 clusters Score -465297 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -466062.125000 Penalty: 4070.329834
	Iteration 1F: 3 clusters Score -466062.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -466279.843750 Penalty: 4070.329834
	Iteration 2F: 3 clusters Score -466279.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -466440.187500 Penalty: 4070.329834
	Iteration 3Q: 3 clusters Score -466440.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -466581.281250 Penalty: 4070.329834
	Iteration 4Q: 3 clusters Score -466581.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -466672.562500 Penalty: 4070.329834
	Iteration 5Q: 3 clusters Score -466672.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -466761.750000 Penalty: 4070.329834
	Iteration 6Q: 3 clusters Score -466761.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -466852.156250 Penalty: 4070.329834
	Iteration 7Q: 3 clusters Score -466852.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -466924.031250 Penalty: 4070.329834
	Iteration 8Q: 3 clusters Score -466924 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -466989.750000 Penalty: 4070.329834
	Iteration 9Q: 3 clusters Score -466989.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -467055.343750 Penalty: 4070.329834
	Iteration 10Q: 3 clusters Score -467055.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -467114.406250 Penalty: 4070.329834
	Iteration 11Q: 3 clusters Score -467114.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -467159.531250 Penalty: 4070.329834
	Iteration 12Q: 3 clusters Score -467159.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -467201.718750 Penalty: 4070.329834
	Iteration 13Q: 3 clusters Score -467201.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -467245.281250 Penalty: 4070.329834
	Iteration 14Q: 3 clusters Score -467245.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -467278.375000 Penalty: 4070.329834
	Iteration 15Q: 3 clusters Score -467278.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -467309.750000 Penalty: 4070.329834
	Iteration 16Q: 3 clusters Score -467309.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -467343.437500 Penalty: 4070.329834
	Iteration 17Q: 3 clusters Score -467343.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -467374.593750 Penalty: 4070.329834
	Iteration 18Q: 3 clusters Score -467374.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -467401.312500 Penalty: 4070.329834
	Iteration 19Q: 3 clusters Score -467401.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -467418.531250 Penalty: 4070.329834
	Iteration 20F: 3 clusters Score -467418.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -467435.906250 Penalty: 4070.329834
	Iteration 21Q: 3 clusters Score -467435.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -467450.500000 Penalty: 4070.329834
	Iteration 22Q: 3 clusters Score -467450.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -467458.406250 Penalty: 4070.329834
	Iteration 23Q: 3 clusters Score -467458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -467462.656250 Penalty: 4070.329834
	Iteration 24Q: 3 clusters Score -467462.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -467467.875000 Penalty: 4070.329834
	Iteration 25Q: 3 clusters Score -467467.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -467472.625000 Penalty: 4070.329834
	Iteration 26Q: 3 clusters Score -467472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -467475.531250 Penalty: 4070.329834
	Iteration 27Q: 3 clusters Score -467475.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -467481.250000 Penalty: 4070.329834
	Iteration 28Q: 3 clusters Score -467481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -467485.812500 Penalty: 4070.329834
	Iteration 29Q: 3 clusters Score -467485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -467490.343750 Penalty: 4070.329834
	Iteration 30Q: 3 clusters Score -467490.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -467496.250000 Penalty: 4070.329834
	Iteration 31Q: 3 clusters Score -467496.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -467501.812500 Penalty: 4070.329834
	Iteration 32Q: 3 clusters Score -467501.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -467505.343750 Penalty: 4070.329834
	Iteration 33Q: 3 clusters Score -467505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -467508.468750 Penalty: 4070.329834
	Iteration 34Q: 3 clusters Score -467508.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -467512.093750 Penalty: 4070.329834
	Iteration 35Q: 3 clusters Score -467512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -467514.687500 Penalty: 4070.329834
	Iteration 36Q: 3 clusters Score -467514.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -467517.593750 Penalty: 4070.329834
	Iteration 37Q: 3 clusters Score -467517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -467517.468750 Penalty: 4070.329834
	Iteration 38Q: 3 clusters Score -467517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -467520.031250 Penalty: 4070.329834
	Iteration 39Q: 3 clusters Score -467520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -467520.687500 Penalty: 4070.329834
	Iteration 40F: 3 clusters Score -467520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -467521.250000 Penalty: 4070.329834
	Iteration 41Q: 3 clusters Score -467521.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -467521.718750 Penalty: 4070.329834
	Iteration 42Q: 3 clusters Score -467521.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -467521.718750 Penalty: 4070.329834
	Iteration 43F: 3 clusters Score -467521.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (192318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192318 members 
Entering Unmasked Estep 
Score: -25840514.000000 Penalty: 3017.392578
	Iteration 0F: 2 clusters Score -2.584051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95993 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -25716350.000000 Penalty: 6034.785156
	Iteration 0F: 3 clusters Score -2.571635e+07 nChanged 92536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -25771022.000000 Penalty: 6034.785156
	Iteration 1F: 3 clusters Score -2.577102e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 103903 members 
Entering Unmasked Estep 
Score: -25772614.000000 Penalty: 6034.785156
	Iteration 2Q: 3 clusters Score -2.577261e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 107905 members 
Entering Unmasked Estep 
Score: -25774588.000000 Penalty: 6034.785156
	Iteration 3Q: 3 clusters Score -2.577459e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78461 members 
Mstep: Class 2 contains 113857 members 
Entering Unmasked Estep 
Score: -25777750.000000 Penalty: 6034.785156
	Iteration 4Q: 3 clusters Score -2.577775e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 122218 members 
Entering Unmasked Estep 
Score: -25783100.000000 Penalty: 6034.785156
	Iteration 5F: 3 clusters Score -2.57831e+07 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 133720 members 
Entering Unmasked Estep 
Score: -25792020.000000 Penalty: 6034.785156
	Iteration 6F: 3 clusters Score -2.579202e+07 nChanged 14807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 147683 members 
Entering Unmasked Estep 
Score: -25804786.000000 Penalty: 6034.785156
	Iteration 7F: 3 clusters Score -2.580479e+07 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 161941 members 
Entering Unmasked Estep 
Score: -25817778.000000 Penalty: 6034.785156
	Iteration 8F: 3 clusters Score -2.581778e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 173351 members 
Entering Unmasked Estep 
Score: -25827702.000000 Penalty: 6034.785156
	Iteration 9F: 3 clusters Score -2.58277e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 180428 members 
Entering Unmasked Estep 
Score: -25832606.000000 Penalty: 6034.785156
	Iteration 10Q: 3 clusters Score -2.583261e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 184590 members 
Entering Unmasked Estep 
Score: -25835210.000000 Penalty: 6034.785156
	Iteration 11Q: 3 clusters Score -2.583521e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 187018 members 
Entering Unmasked Estep 
Score: -25836582.000000 Penalty: 6034.785156
	Iteration 12Q: 3 clusters Score -2.583658e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 188520 members 
Entering Unmasked Estep 
Score: -25837304.000000 Penalty: 6034.785156
	Iteration 13Q: 3 clusters Score -2.58373e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 189429 members 
Entering Unmasked Estep 
Score: -25837726.000000 Penalty: 6034.785156
	Iteration 14Q: 3 clusters Score -2.583773e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 190013 members 
Entering Unmasked Estep 
Score: -25837890.000000 Penalty: 6034.785156
	Iteration 15Q: 3 clusters Score -2.583789e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 190413 members 
Entering Unmasked Estep 
Score: -25837950.000000 Penalty: 6034.785156
	Iteration 16Q: 3 clusters Score -2.583795e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 190659 members 
Entering Unmasked Estep 
Score: -25837988.000000 Penalty: 6034.785156
	Iteration 17Q: 3 clusters Score -2.583799e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 190827 members 
Entering Unmasked Estep 
Score: -25838028.000000 Penalty: 6034.785156
	Iteration 18Q: 3 clusters Score -2.583803e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 190957 members 
Entering Unmasked Estep 
Score: -25838024.000000 Penalty: 6034.785156
	Iteration 19Q: 3 clusters Score -2.583802e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 191057 members 
Entering Unmasked Estep 
Score: -25838102.000000 Penalty: 6034.785156
	Iteration 20F: 3 clusters Score -2.58381e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 191128 members 
Entering Unmasked Estep 
Score: -25838110.000000 Penalty: 6034.785156
	Iteration 21Q: 3 clusters Score -2.583811e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 191180 members 
Entering Unmasked Estep 
Score: -25838140.000000 Penalty: 6034.785156
	Iteration 22Q: 3 clusters Score -2.583814e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 191227 members 
Entering Unmasked Estep 
Score: -25838102.000000 Penalty: 6034.785156
	Iteration 23Q: 3 clusters Score -2.58381e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 191267 members 
Entering Unmasked Estep 
Score: -25838108.000000 Penalty: 6034.785156
	Iteration 24Q: 3 clusters Score -2.583811e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 191301 members 
Entering Unmasked Estep 
Score: -25838096.000000 Penalty: 6034.785156
	Iteration 25Q: 3 clusters Score -2.58381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 191327 members 
Entering Unmasked Estep 
Score: -25838074.000000 Penalty: 6034.785156
	Iteration 26Q: 3 clusters Score -2.583807e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 191349 members 
Entering Unmasked Estep 
Score: -25838072.000000 Penalty: 6034.785156
	Iteration 27Q: 3 clusters Score -2.583807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 191373 members 
Entering Unmasked Estep 
Score: -25838074.000000 Penalty: 6034.785156
	Iteration 28Q: 3 clusters Score -2.583807e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 191395 members 
Entering Unmasked Estep 
Score: -25838072.000000 Penalty: 6034.785156
	Iteration 29Q: 3 clusters Score -2.583807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 191408 members 
Entering Unmasked Estep 
Score: -25838076.000000 Penalty: 6034.785156
	Iteration 30Q: 3 clusters Score -2.583808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 191420 members 
Entering Unmasked Estep 
Score: -25838074.000000 Penalty: 6034.785156
	Iteration 31Q: 3 clusters Score -2.583807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 191432 members 
Entering Unmasked Estep 
Score: -25838106.000000 Penalty: 6034.785156
	Iteration 32Q: 3 clusters Score -2.583811e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 191447 members 
Entering Unmasked Estep 
Score: -25838110.000000 Penalty: 6034.785156
	Iteration 33Q: 3 clusters Score -2.583811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 191458 members 
Entering Unmasked Estep 
Score: -25838094.000000 Penalty: 6034.785156
	Iteration 34Q: 3 clusters Score -2.583809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 191469 members 
Entering Unmasked Estep 
Score: -25838090.000000 Penalty: 6034.785156
	Iteration 35Q: 3 clusters Score -2.583809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 191480 members 
Entering Unmasked Estep 
Score: -25838098.000000 Penalty: 6034.785156
	Iteration 36Q: 3 clusters Score -2.58381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 191489 members 
Entering Unmasked Estep 
Score: -25838068.000000 Penalty: 6034.785156
	Iteration 37Q: 3 clusters Score -2.583807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 191491 members 
Entering Unmasked Estep 
Score: -25838090.000000 Penalty: 6034.785156
	Iteration 38Q: 3 clusters Score -2.583809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 191491 members 
Entering Unmasked Estep 
Score: -25838088.000000 Penalty: 6034.785156
	Iteration 39Q: 3 clusters Score -2.583809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 191495 members 
Entering Unmasked Estep 
Score: -25838092.000000 Penalty: 6034.785156
	Iteration 40F: 3 clusters Score -2.583809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 191498 members 
Entering Unmasked Estep 
Score: -25838088.000000 Penalty: 6034.785156
	Iteration 41Q: 3 clusters Score -2.583809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 191500 members 
Entering Unmasked Estep 
Score: -25838080.000000 Penalty: 6034.785156
	Iteration 42Q: 3 clusters Score -2.583808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 191505 members 
Entering Unmasked Estep 
Score: -25838098.000000 Penalty: 6034.785156
	Iteration 43Q: 3 clusters Score -2.58381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 191506 members 
Entering Unmasked Estep 
Score: -25838122.000000 Penalty: 6034.785156
	Iteration 44Q: 3 clusters Score -2.583812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 191515 members 
Entering Unmasked Estep 
Score: -25838136.000000 Penalty: 6034.785156
	Iteration 45Q: 3 clusters Score -2.583814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 191519 members 
Entering Unmasked Estep 
Score: -25838130.000000 Penalty: 6034.785156
	Iteration 46Q: 3 clusters Score -2.583813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 191522 members 
Entering Unmasked Estep 
Score: -25838130.000000 Penalty: 6034.785156
	Iteration 47Q: 3 clusters Score -2.583813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 191526 members 
Entering Unmasked Estep 
Score: -25838142.000000 Penalty: 6034.785156
	Iteration 48Q: 3 clusters Score -2.583814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 191527 members 
Entering Unmasked Estep 
Score: -25838144.000000 Penalty: 6034.785156
	Iteration 49Q: 3 clusters Score -2.583814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 191527 members 
Entering Unmasked Estep 
Score: -25838144.000000 Penalty: 6034.785156
	Iteration 50F: 3 clusters Score -2.583814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -114391.210938 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -114391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112488.000000 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -112488 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112776.414062 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -112776.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112932.695312 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -112932.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113084.078125 Penalty: 3375.088867
	Iteration 3Q: 3 clusters Score -113084.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113282.195312 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -113282.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -113406.945312 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -113406.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113439.445312 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -113439.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113479.539062 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -113479.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -113510.664062 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -113510.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -113559.195312 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -113559.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -113612.953125 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -113613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -113649.953125 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -113650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113685.664062 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -113685.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -113719.632812 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -113719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -113736.640625 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -113736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -113740.593750 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -113740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -113748.054688 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -113748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -113757.531250 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -113757.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -113769.554688 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -113769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113779.375000 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -113779.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113786.273438 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -113786.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -113800.976562 Penalty: 3375.088867
	Iteration 21Q: 3 clusters Score -113801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -113806.984375 Penalty: 3375.088867
	Iteration 22Q: 3 clusters Score -113807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -113813.031250 Penalty: 3375.088867
	Iteration 23Q: 3 clusters Score -113813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -113815.062500 Penalty: 3375.088867
	Iteration 24Q: 3 clusters Score -113815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -113817.976562 Penalty: 3375.088867
	Iteration 25Q: 3 clusters Score -113818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -113827.953125 Penalty: 3375.088867
	Iteration 26Q: 3 clusters Score -113828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -113831.703125 Penalty: 3375.088867
	Iteration 27Q: 3 clusters Score -113831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -113831.703125 Penalty: 3375.088867
	Iteration 28F: 3 clusters Score -113831.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Entering Unmasked Estep 
Score: -2873359.000000 Penalty: 2474.242676
	Iteration 0F: 2 clusters Score -2873359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2858343.500000 Penalty: 4948.485352
	Iteration 0F: 3 clusters Score -2858344 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2863432.000000 Penalty: 4948.485352
	Iteration 1F: 3 clusters Score -2863432 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2863892.000000 Penalty: 4948.485352
	Iteration 2F: 3 clusters Score -2863892 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2864307.500000 Penalty: 4948.485352
	Iteration 3Q: 3 clusters Score -2864308 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2864721.750000 Penalty: 4948.485352
	Iteration 4Q: 3 clusters Score -2864722 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2865203.750000 Penalty: 4948.485352
	Iteration 5Q: 3 clusters Score -2865204 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2865774.250000 Penalty: 4948.485352
	Iteration 6Q: 3 clusters Score -2865774 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2866480.250000 Penalty: 4948.485352
	Iteration 7F: 3 clusters Score -2866480 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2867320.750000 Penalty: 4948.485352
	Iteration 8F: 3 clusters Score -2867321 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2868177.500000 Penalty: 4948.485352
	Iteration 9F: 3 clusters Score -2868178 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2869031.750000 Penalty: 4948.485352
	Iteration 10Q: 3 clusters Score -2869032 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2869730.250000 Penalty: 4948.485352
	Iteration 11Q: 3 clusters Score -2869730 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2870200.750000 Penalty: 4948.485352
	Iteration 12Q: 3 clusters Score -2870201 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2870566.000000 Penalty: 4948.485352
	Iteration 13Q: 3 clusters Score -2870566 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2870781.250000 Penalty: 4948.485352
	Iteration 14Q: 3 clusters Score -2870781 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2870950.750000 Penalty: 4948.485352
	Iteration 15Q: 3 clusters Score -2870951 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2871076.250000 Penalty: 4948.485352
	Iteration 16Q: 3 clusters Score -2871076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2871150.000000 Penalty: 4948.485352
	Iteration 17Q: 3 clusters Score -2871150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2871207.000000 Penalty: 4948.485352
	Iteration 18Q: 3 clusters Score -2871207 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2871247.000000 Penalty: 4948.485352
	Iteration 19Q: 3 clusters Score -2871247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2871269.500000 Penalty: 4948.485352
	Iteration 20F: 3 clusters Score -2871270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2871298.500000 Penalty: 4948.485352
	Iteration 21Q: 3 clusters Score -2871298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2871315.250000 Penalty: 4948.485352
	Iteration 22Q: 3 clusters Score -2871315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2871329.500000 Penalty: 4948.485352
	Iteration 23Q: 3 clusters Score -2871330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2871331.250000 Penalty: 4948.485352
	Iteration 24Q: 3 clusters Score -2871331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2871342.000000 Penalty: 4948.485352
	Iteration 25Q: 3 clusters Score -2871342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2871342.000000 Penalty: 4948.485352
	Iteration 26Q: 3 clusters Score -2871342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2871346.250000 Penalty: 4948.485352
	Iteration 27Q: 3 clusters Score -2871346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2871349.500000 Penalty: 4948.485352
	Iteration 28Q: 3 clusters Score -2871350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2871353.500000 Penalty: 4948.485352
	Iteration 29Q: 3 clusters Score -2871354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2871352.750000 Penalty: 4948.485352
	Iteration 30Q: 3 clusters Score -2871353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2871355.250000 Penalty: 4948.485352
	Iteration 31Q: 3 clusters Score -2871355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2871355.250000 Penalty: 4948.485352
	Iteration 32F: 3 clusters Score -2871355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162476 members 
Entering Unmasked Estep 
Score: -21791334.000000 Penalty: 2975.574707
	Iteration 0F: 2 clusters Score -2.179133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -21683498.000000 Penalty: 5951.149414
	Iteration 0F: 3 clusters Score -2.16835e+07 nChanged 77974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 81718 members 
Entering Unmasked Estep 
Score: -21728836.000000 Penalty: 5951.149414
	Iteration 1F: 3 clusters Score -2.172884e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -21730016.000000 Penalty: 5951.149414
	Iteration 2Q: 3 clusters Score -2.173002e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79832 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -21731252.000000 Penalty: 5951.149414
	Iteration 3Q: 3 clusters Score -2.173125e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -21732978.000000 Penalty: 5951.149414
	Iteration 4Q: 3 clusters Score -2.173298e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -21735588.000000 Penalty: 5951.149414
	Iteration 5Q: 3 clusters Score -2.173559e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -21739366.000000 Penalty: 5951.149414
	Iteration 6Q: 3 clusters Score -2.173937e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 87072 members 
Entering Unmasked Estep 
Score: -21743764.000000 Penalty: 5951.149414
	Iteration 7F: 3 clusters Score -2.174376e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -21748962.000000 Penalty: 5951.149414
	Iteration 8F: 3 clusters Score -2.174896e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -21754530.000000 Penalty: 5951.149414
	Iteration 9F: 3 clusters Score -2.175453e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -21760160.000000 Penalty: 5951.149414
	Iteration 10F: 3 clusters Score -2.176016e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -21765320.000000 Penalty: 5951.149414
	Iteration 11F: 3 clusters Score -2.176532e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -21768896.000000 Penalty: 5951.149414
	Iteration 12Q: 3 clusters Score -2.17689e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -21770674.000000 Penalty: 5951.149414
	Iteration 13Q: 3 clusters Score -2.177067e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -21771288.000000 Penalty: 5951.149414
	Iteration 14Q: 3 clusters Score -2.177129e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -21771572.000000 Penalty: 5951.149414
	Iteration 15Q: 3 clusters Score -2.177157e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 89359 members 
Entering Unmasked Estep 
Score: -21771800.000000 Penalty: 5951.149414
	Iteration 16Q: 3 clusters Score -2.17718e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 89315 members 
Entering Unmasked Estep 
Score: -21772010.000000 Penalty: 5951.149414
	Iteration 17Q: 3 clusters Score -2.177201e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -21771992.000000 Penalty: 5951.149414
	Iteration 18Q: 3 clusters Score -2.177199e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73299 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -21772156.000000 Penalty: 5951.149414
	Iteration 19Q: 3 clusters Score -2.177216e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 89100 members 
Entering Unmasked Estep 
Score: -21772272.000000 Penalty: 5951.149414
	Iteration 20F: 3 clusters Score -2.177227e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -21772310.000000 Penalty: 5951.149414
	Iteration 21Q: 3 clusters Score -2.177231e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -21772424.000000 Penalty: 5951.149414
	Iteration 22Q: 3 clusters Score -2.177242e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -21772432.000000 Penalty: 5951.149414
	Iteration 23Q: 3 clusters Score -2.177243e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -21772556.000000 Penalty: 5951.149414
	Iteration 24Q: 3 clusters Score -2.177256e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -21772612.000000 Penalty: 5951.149414
	Iteration 25Q: 3 clusters Score -2.177261e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -21772634.000000 Penalty: 5951.149414
	Iteration 26Q: 3 clusters Score -2.177263e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -21772586.000000 Penalty: 5951.149414
	Iteration 27Q: 3 clusters Score -2.177259e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 88627 members 
Entering Unmasked Estep 
Score: -21772618.000000 Penalty: 5951.149414
	Iteration 28Q: 3 clusters Score -2.177262e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -21772646.000000 Penalty: 5951.149414
	Iteration 29Q: 3 clusters Score -2.177265e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -21772690.000000 Penalty: 5951.149414
	Iteration 30Q: 3 clusters Score -2.177269e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -21772832.000000 Penalty: 5951.149414
	Iteration 31Q: 3 clusters Score -2.177283e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -21772836.000000 Penalty: 5951.149414
	Iteration 32Q: 3 clusters Score -2.177284e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -21772888.000000 Penalty: 5951.149414
	Iteration 33Q: 3 clusters Score -2.177289e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -21772944.000000 Penalty: 5951.149414
	Iteration 34Q: 3 clusters Score -2.177294e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -21772930.000000 Penalty: 5951.149414
	Iteration 35Q: 3 clusters Score -2.177293e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -21772872.000000 Penalty: 5951.149414
	Iteration 36Q: 3 clusters Score -2.177287e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -21772870.000000 Penalty: 5951.149414
	Iteration 37Q: 3 clusters Score -2.177287e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 87766 members 
Entering Unmasked Estep 
Score: -21772862.000000 Penalty: 5951.149414
	Iteration 38Q: 3 clusters Score -2.177286e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -21772840.000000 Penalty: 5951.149414
	Iteration 39Q: 3 clusters Score -2.177284e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -21772860.000000 Penalty: 5951.149414
	Iteration 40F: 3 clusters Score -2.177286e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -21772822.000000 Penalty: 5951.149414
	Iteration 41Q: 3 clusters Score -2.177282e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 87486 members 
Entering Unmasked Estep 
Score: -21772850.000000 Penalty: 5951.149414
	Iteration 42Q: 3 clusters Score -2.177285e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -21772850.000000 Penalty: 5951.149414
	Iteration 43Q: 3 clusters Score -2.177285e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -21772880.000000 Penalty: 5951.149414
	Iteration 44Q: 3 clusters Score -2.177288e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -21772856.000000 Penalty: 5951.149414
	Iteration 45Q: 3 clusters Score -2.177286e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -21772876.000000 Penalty: 5951.149414
	Iteration 46Q: 3 clusters Score -2.177288e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 87040 members 
Entering Unmasked Estep 
Score: -21772920.000000 Penalty: 5951.149414
	Iteration 47Q: 3 clusters Score -2.177292e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -21772826.000000 Penalty: 5951.149414
	Iteration 48Q: 3 clusters Score -2.177283e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
Score: -21772870.000000 Penalty: 5951.149414
	Iteration 49Q: 3 clusters Score -2.177287e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -21772894.000000 Penalty: 5951.149414
	Iteration 50Q: 3 clusters Score -2.177289e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -21772902.000000 Penalty: 5951.149414
	Iteration 51Q: 3 clusters Score -2.17729e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 86316 members 
Entering Unmasked Estep 
Score: -21772924.000000 Penalty: 5951.149414
	Iteration 52Q: 3 clusters Score -2.177292e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 86139 members 
Entering Unmasked Estep 
Score: -21772938.000000 Penalty: 5951.149414
	Iteration 53Q: 3 clusters Score -2.177294e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -21772962.000000 Penalty: 5951.149414
	Iteration 54Q: 3 clusters Score -2.177296e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76702 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -21772926.000000 Penalty: 5951.149414
	Iteration 55Q: 3 clusters Score -2.177293e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -21772916.000000 Penalty: 5951.149414
	Iteration 56Q: 3 clusters Score -2.177292e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -21772870.000000 Penalty: 5951.149414
	Iteration 57Q: 3 clusters Score -2.177287e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77278 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -21772924.000000 Penalty: 5951.149414
	Iteration 58Q: 3 clusters Score -2.177292e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -21772964.000000 Penalty: 5951.149414
	Iteration 59Q: 3 clusters Score -2.177296e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -21772932.000000 Penalty: 5951.149414
	Iteration 60F: 3 clusters Score -2.177293e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -21773020.000000 Penalty: 5951.149414
	Iteration 61Q: 3 clusters Score -2.177302e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 84292 members 
Entering Unmasked Estep 
Score: -21773018.000000 Penalty: 5951.149414
	Iteration 62Q: 3 clusters Score -2.177302e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -21773030.000000 Penalty: 5951.149414
	Iteration 63Q: 3 clusters Score -2.177303e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -21773034.000000 Penalty: 5951.149414
	Iteration 64Q: 3 clusters Score -2.177303e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 83571 members 
Entering Unmasked Estep 
Score: -21773046.000000 Penalty: 5951.149414
	Iteration 65Q: 3 clusters Score -2.177305e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -21773058.000000 Penalty: 5951.149414
	Iteration 66Q: 3 clusters Score -2.177306e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -21773038.000000 Penalty: 5951.149414
	Iteration 67Q: 3 clusters Score -2.177304e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -21773012.000000 Penalty: 5951.149414
	Iteration 68Q: 3 clusters Score -2.177301e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -21773010.000000 Penalty: 5951.149414
	Iteration 69Q: 3 clusters Score -2.177301e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -21773020.000000 Penalty: 5951.149414
	Iteration 70Q: 3 clusters Score -2.177302e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -21773008.000000 Penalty: 5951.149414
	Iteration 71Q: 3 clusters Score -2.177301e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -21773080.000000 Penalty: 5951.149414
	Iteration 72Q: 3 clusters Score -2.177308e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -21773112.000000 Penalty: 5951.149414
	Iteration 73Q: 3 clusters Score -2.177311e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -21773132.000000 Penalty: 5951.149414
	Iteration 74Q: 3 clusters Score -2.177313e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -21773148.000000 Penalty: 5951.149414
	Iteration 75Q: 3 clusters Score -2.177315e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -21773184.000000 Penalty: 5951.149414
	Iteration 76Q: 3 clusters Score -2.177318e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -21773160.000000 Penalty: 5951.149414
	Iteration 77Q: 3 clusters Score -2.177316e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -21773208.000000 Penalty: 5951.149414
	Iteration 78Q: 3 clusters Score -2.177321e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -21773236.000000 Penalty: 5951.149414
	Iteration 79Q: 3 clusters Score -2.177324e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83506 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -21773202.000000 Penalty: 5951.149414
	Iteration 80F: 3 clusters Score -2.17732e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -21773234.000000 Penalty: 5951.149414
	Iteration 81Q: 3 clusters Score -2.177323e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -21773282.000000 Penalty: 5951.149414
	Iteration 82Q: 3 clusters Score -2.177328e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -21773354.000000 Penalty: 5951.149414
	Iteration 83Q: 3 clusters Score -2.177335e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -21773440.000000 Penalty: 5951.149414
	Iteration 84Q: 3 clusters Score -2.177344e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -21773458.000000 Penalty: 5951.149414
	Iteration 85Q: 3 clusters Score -2.177346e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86832 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -21773554.000000 Penalty: 5951.149414
	Iteration 86Q: 3 clusters Score -2.177355e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -21773556.000000 Penalty: 5951.149414
	Iteration 87Q: 3 clusters Score -2.177356e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -21773652.000000 Penalty: 5951.149414
	Iteration 88Q: 3 clusters Score -2.177365e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -21773742.000000 Penalty: 5951.149414
	Iteration 89Q: 3 clusters Score -2.177374e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -21773824.000000 Penalty: 5951.149414
	Iteration 90Q: 3 clusters Score -2.177382e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -21773866.000000 Penalty: 5951.149414
	Iteration 91Q: 3 clusters Score -2.177387e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -21773898.000000 Penalty: 5951.149414
	Iteration 92Q: 3 clusters Score -2.17739e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -21773988.000000 Penalty: 5951.149414
	Iteration 93Q: 3 clusters Score -2.177399e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92920 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -21774074.000000 Penalty: 5951.149414
	Iteration 94Q: 3 clusters Score -2.177407e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93859 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -21774228.000000 Penalty: 5951.149414
	Iteration 95Q: 3 clusters Score -2.177423e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -21774336.000000 Penalty: 5951.149414
	Iteration 96Q: 3 clusters Score -2.177434e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95878 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -21774486.000000 Penalty: 5951.149414
	Iteration 97Q: 3 clusters Score -2.177449e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96958 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -21774592.000000 Penalty: 5951.149414
	Iteration 98Q: 3 clusters Score -2.177459e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98130 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -21774812.000000 Penalty: 5951.149414
	Iteration 99Q: 3 clusters Score -2.177481e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -21775004.000000 Penalty: 5951.149414
	Iteration 100F: 3 clusters Score -2.1775e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -21775144.000000 Penalty: 5951.149414
	Iteration 101Q: 3 clusters Score -2.177514e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -21775244.000000 Penalty: 5951.149414
	Iteration 102Q: 3 clusters Score -2.177524e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102827 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -21775326.000000 Penalty: 5951.149414
	Iteration 103Q: 3 clusters Score -2.177533e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -21775450.000000 Penalty: 5951.149414
	Iteration 104Q: 3 clusters Score -2.177545e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105426 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -21775594.000000 Penalty: 5951.149414
	Iteration 105Q: 3 clusters Score -2.177559e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -21775952.000000 Penalty: 5951.149414
	Iteration 106Q: 3 clusters Score -2.177595e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108313 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -21776178.000000 Penalty: 5951.149414
	Iteration 107Q: 3 clusters Score -2.177618e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109887 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -21776446.000000 Penalty: 5951.149414
	Iteration 108Q: 3 clusters Score -2.177645e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -21776756.000000 Penalty: 5951.149414
	Iteration 109Q: 3 clusters Score -2.177676e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112983 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -21777094.000000 Penalty: 5951.149414
	Iteration 110Q: 3 clusters Score -2.177709e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114705 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -21777430.000000 Penalty: 5951.149414
	Iteration 111Q: 3 clusters Score -2.177743e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -21777814.000000 Penalty: 5951.149414
	Iteration 112Q: 3 clusters Score -2.177781e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118228 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -21778226.000000 Penalty: 5951.149414
	Iteration 113Q: 3 clusters Score -2.177823e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120051 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -21778662.000000 Penalty: 5951.149414
	Iteration 114Q: 3 clusters Score -2.177866e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121896 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -21779150.000000 Penalty: 5951.149414
	Iteration 115Q: 3 clusters Score -2.177915e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123739 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -21779650.000000 Penalty: 5951.149414
	Iteration 116Q: 3 clusters Score -2.177965e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125618 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -21780114.000000 Penalty: 5951.149414
	Iteration 117Q: 3 clusters Score -2.178011e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127511 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -21780676.000000 Penalty: 5951.149414
	Iteration 118Q: 3 clusters Score -2.178068e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129416 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -21781074.000000 Penalty: 5951.149414
	Iteration 119Q: 3 clusters Score -2.178107e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131313 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -21781598.000000 Penalty: 5951.149414
	Iteration 120F: 3 clusters Score -2.17816e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133200 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -21782294.000000 Penalty: 5951.149414
	Iteration 121Q: 3 clusters Score -2.178229e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135080 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -21782808.000000 Penalty: 5951.149414
	Iteration 122Q: 3 clusters Score -2.178281e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136900 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -21783428.000000 Penalty: 5951.149414
	Iteration 123Q: 3 clusters Score -2.178343e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138674 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -21783944.000000 Penalty: 5951.149414
	Iteration 124Q: 3 clusters Score -2.178394e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140405 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -21784426.000000 Penalty: 5951.149414
	Iteration 125Q: 3 clusters Score -2.178443e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142086 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -21784880.000000 Penalty: 5951.149414
	Iteration 126Q: 3 clusters Score -2.178488e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -21785496.000000 Penalty: 5951.149414
	Iteration 127Q: 3 clusters Score -2.17855e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145284 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -21786064.000000 Penalty: 5951.149414
	Iteration 128Q: 3 clusters Score -2.178606e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146698 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -21786508.000000 Penalty: 5951.149414
	Iteration 129Q: 3 clusters Score -2.178651e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147982 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -21786884.000000 Penalty: 5951.149414
	Iteration 130Q: 3 clusters Score -2.178688e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149138 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -21787238.000000 Penalty: 5951.149414
	Iteration 131Q: 3 clusters Score -2.178724e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150198 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -21787570.000000 Penalty: 5951.149414
	Iteration 132Q: 3 clusters Score -2.178757e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151134 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -21787912.000000 Penalty: 5951.149414
	Iteration 133Q: 3 clusters Score -2.178791e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151996 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -21788082.000000 Penalty: 5951.149414
	Iteration 134Q: 3 clusters Score -2.178808e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152778 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -21788350.000000 Penalty: 5951.149414
	Iteration 135Q: 3 clusters Score -2.178835e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153469 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -21788482.000000 Penalty: 5951.149414
	Iteration 136Q: 3 clusters Score -2.178848e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154069 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -21788650.000000 Penalty: 5951.149414
	Iteration 137Q: 3 clusters Score -2.178865e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154617 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -21788738.000000 Penalty: 5951.149414
	Iteration 138Q: 3 clusters Score -2.178874e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155118 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -21788870.000000 Penalty: 5951.149414
	Iteration 139Q: 3 clusters Score -2.178887e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155578 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -21788874.000000 Penalty: 5951.149414
	Iteration 140F: 3 clusters Score -2.178887e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155959 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -21788968.000000 Penalty: 5951.149414
	Iteration 141Q: 3 clusters Score -2.178897e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156312 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -21789104.000000 Penalty: 5951.149414
	Iteration 142Q: 3 clusters Score -2.17891e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156653 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -21789226.000000 Penalty: 5951.149414
	Iteration 143Q: 3 clusters Score -2.178923e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156957 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -21789248.000000 Penalty: 5951.149414
	Iteration 144Q: 3 clusters Score -2.178925e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157228 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -21789286.000000 Penalty: 5951.149414
	Iteration 145Q: 3 clusters Score -2.178929e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157491 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -21789372.000000 Penalty: 5951.149414
	Iteration 146Q: 3 clusters Score -2.178937e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157741 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -21789458.000000 Penalty: 5951.149414
	Iteration 147Q: 3 clusters Score -2.178946e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157955 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -21789540.000000 Penalty: 5951.149414
	Iteration 148Q: 3 clusters Score -2.178954e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158129 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -21789586.000000 Penalty: 5951.149414
	Iteration 149Q: 3 clusters Score -2.178959e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158276 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -21789622.000000 Penalty: 5951.149414
	Iteration 150Q: 3 clusters Score -2.178962e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158398 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -21789624.000000 Penalty: 5951.149414
	Iteration 151Q: 3 clusters Score -2.178962e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158495 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -21789654.000000 Penalty: 5951.149414
	Iteration 152Q: 3 clusters Score -2.178965e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158589 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -21789688.000000 Penalty: 5951.149414
	Iteration 153Q: 3 clusters Score -2.178969e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158673 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -21789716.000000 Penalty: 5951.149414
	Iteration 154Q: 3 clusters Score -2.178972e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158758 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -21789712.000000 Penalty: 5951.149414
	Iteration 155Q: 3 clusters Score -2.178971e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158842 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -21789750.000000 Penalty: 5951.149414
	Iteration 156Q: 3 clusters Score -2.178975e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158919 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -21789740.000000 Penalty: 5951.149414
	Iteration 157Q: 3 clusters Score -2.178974e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158993 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -21789774.000000 Penalty: 5951.149414
	Iteration 158Q: 3 clusters Score -2.178977e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159063 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -21789796.000000 Penalty: 5951.149414
	Iteration 159Q: 3 clusters Score -2.17898e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159117 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -21789814.000000 Penalty: 5951.149414
	Iteration 160F: 3 clusters Score -2.178981e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159162 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -21789808.000000 Penalty: 5951.149414
	Iteration 161Q: 3 clusters Score -2.178981e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159205 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -21789810.000000 Penalty: 5951.149414
	Iteration 162Q: 3 clusters Score -2.178981e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159257 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -21789824.000000 Penalty: 5951.149414
	Iteration 163Q: 3 clusters Score -2.178982e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159293 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -21789810.000000 Penalty: 5951.149414
	Iteration 164Q: 3 clusters Score -2.178981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159328 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -21789808.000000 Penalty: 5951.149414
	Iteration 165Q: 3 clusters Score -2.178981e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -21789814.000000 Penalty: 5951.149414
	Iteration 166Q: 3 clusters Score -2.178981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159382 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -21789830.000000 Penalty: 5951.149414
	Iteration 167Q: 3 clusters Score -2.178983e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159411 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -21789852.000000 Penalty: 5951.149414
	Iteration 168Q: 3 clusters Score -2.178985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159437 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -21789866.000000 Penalty: 5951.149414
	Iteration 169Q: 3 clusters Score -2.178987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159454 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -21789858.000000 Penalty: 5951.149414
	Iteration 170Q: 3 clusters Score -2.178986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159468 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -21789854.000000 Penalty: 5951.149414
	Iteration 171Q: 3 clusters Score -2.178985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159478 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -21789866.000000 Penalty: 5951.149414
	Iteration 172Q: 3 clusters Score -2.178987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -21789856.000000 Penalty: 5951.149414
	Iteration 173Q: 3 clusters Score -2.178986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159512 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -21789870.000000 Penalty: 5951.149414
	Iteration 174Q: 3 clusters Score -2.178987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159531 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -21789894.000000 Penalty: 5951.149414
	Iteration 175Q: 3 clusters Score -2.178989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159544 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -21789904.000000 Penalty: 5951.149414
	Iteration 176Q: 3 clusters Score -2.17899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159553 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -21789908.000000 Penalty: 5951.149414
	Iteration 177Q: 3 clusters Score -2.178991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159565 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -21789918.000000 Penalty: 5951.149414
	Iteration 178Q: 3 clusters Score -2.178992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159579 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -21789934.000000 Penalty: 5951.149414
	Iteration 179Q: 3 clusters Score -2.178993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -21789932.000000 Penalty: 5951.149414
	Iteration 180F: 3 clusters Score -2.178993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159605 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -21789936.000000 Penalty: 5951.149414
	Iteration 181Q: 3 clusters Score -2.178994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159613 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -21789954.000000 Penalty: 5951.149414
	Iteration 182Q: 3 clusters Score -2.178995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159619 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -21789950.000000 Penalty: 5951.149414
	Iteration 183Q: 3 clusters Score -2.178995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159622 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -21789948.000000 Penalty: 5951.149414
	Iteration 184Q: 3 clusters Score -2.178995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159626 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -21789940.000000 Penalty: 5951.149414
	Iteration 185Q: 3 clusters Score -2.178994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159632 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -21789932.000000 Penalty: 5951.149414
	Iteration 186Q: 3 clusters Score -2.178993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159635 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -21789930.000000 Penalty: 5951.149414
	Iteration 187Q: 3 clusters Score -2.178993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -21789934.000000 Penalty: 5951.149414
	Iteration 188Q: 3 clusters Score -2.178993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -21789930.000000 Penalty: 5951.149414
	Iteration 189Q: 3 clusters Score -2.178993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159642 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -21789934.000000 Penalty: 5951.149414
	Iteration 190Q: 3 clusters Score -2.178993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159645 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -21789932.000000 Penalty: 5951.149414
	Iteration 191Q: 3 clusters Score -2.178993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159649 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -21789926.000000 Penalty: 5951.149414
	Iteration 192Q: 3 clusters Score -2.178993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159652 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -21789926.000000 Penalty: 5951.149414
	Iteration 193Q: 3 clusters Score -2.178993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159655 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -21789932.000000 Penalty: 5951.149414
	Iteration 194Q: 3 clusters Score -2.178993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159657 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -21789942.000000 Penalty: 5951.149414
	Iteration 195Q: 3 clusters Score -2.178994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159659 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -21789928.000000 Penalty: 5951.149414
	Iteration 196Q: 3 clusters Score -2.178993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159660 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -21789926.000000 Penalty: 5951.149414
	Iteration 197Q: 3 clusters Score -2.178993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159659 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -21789940.000000 Penalty: 5951.149414
	Iteration 198Q: 3 clusters Score -2.178994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159659 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -21789914.000000 Penalty: 5951.149414
	Iteration 199Q: 3 clusters Score -2.178991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159661 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21789922.000000 Penalty: 5951.149414
	Iteration 200F: 3 clusters Score -2.178992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -160986.062500 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -160986.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158815.328125 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -158815.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159250.781250 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -159250.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159578.875000 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -159578.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159915.609375 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -159915.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -160141.781250 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -160141.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -160361.203125 Penalty: 3566.575439
	Iteration 5F: 3 clusters Score -160361.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -160827.078125 Penalty: 3566.575439
	Iteration 6F: 3 clusters Score -160827.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161085.671875 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -161085.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161187.562500 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -161187.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -161299.296875 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -161299.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -161347.406250 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -161347.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -161382.750000 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -161382.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161396.328125 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -161396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -161404.375000 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -161404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -161406.250000 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -161406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -161407.171875 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -161407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -161408.484375 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -161408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161409.062500 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -161409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161409.062500 Penalty: 3566.575439
	Iteration 18F: 3 clusters Score -161409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186772 members 
Mstep: Class 2 contains 40630 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 44822 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 15694 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3664 members 
Mstep: Class 11 contains 192318 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21521 members 
Mstep: Class 14 contains 162476 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 707 members 
Mstep: Class 17 contains 193352 members 
Mstep: Class 18 contains 170891 members 
Mstep: Class 21 contains 37724 members 
Mstep: Class 23 contains 5651 members 
Entering Unmasked Estep 
Score: -144348560.000000 Penalty: 68977.492188
Splitting cluster 15 changes total score from -144349664.000000 to -144348560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (193352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193352 members 
Entering Unmasked Estep 
Score: -25878578.000000 Penalty: 3018.722412
	Iteration 0F: 2 clusters Score -2.587858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 96170 members 
Entering Unmasked Estep 
Score: -25753414.000000 Penalty: 6037.444824
	Iteration 0F: 3 clusters Score -2.575341e+07 nChanged 92517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104453 members 
Mstep: Class 2 contains 88899 members 
Entering Unmasked Estep 
Score: -25807468.000000 Penalty: 6037.444824
	Iteration 1F: 3 clusters Score -2.580747e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109543 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -25809216.000000 Penalty: 6037.444824
	Iteration 2Q: 3 clusters Score -2.580922e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117503 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -25812658.000000 Penalty: 6037.444824
	Iteration 3Q: 3 clusters Score -2.581266e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129514 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -25819388.000000 Penalty: 6037.444824
	Iteration 4F: 3 clusters Score -2.581939e+07 nChanged 16826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146314 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -25832400.000000 Penalty: 6037.444824
	Iteration 5F: 3 clusters Score -2.58324e+07 nChanged 19717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166031 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -25850696.000000 Penalty: 6037.444824
	Iteration 6F: 3 clusters Score -2.58507e+07 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182238 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -25866110.000000 Penalty: 6037.444824
	Iteration 7F: 3 clusters Score -2.586611e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190065 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -25873202.000000 Penalty: 6037.444824
	Iteration 8Q: 3 clusters Score -2.58732e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192408 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -25875046.000000 Penalty: 6037.444824
	Iteration 9Q: 3 clusters Score -2.587505e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192955 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -25875620.000000 Penalty: 6037.444824
	Iteration 10Q: 3 clusters Score -2.587562e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193064 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25875758.000000 Penalty: 6037.444824
	Iteration 11Q: 3 clusters Score -2.587576e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193098 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25875844.000000 Penalty: 6037.444824
	Iteration 12Q: 3 clusters Score -2.587584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193112 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25875872.000000 Penalty: 6037.444824
	Iteration 13Q: 3 clusters Score -2.587587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193121 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25875888.000000 Penalty: 6037.444824
	Iteration 14Q: 3 clusters Score -2.587589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193122 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25875898.000000 Penalty: 6037.444824
	Iteration 15Q: 3 clusters Score -2.58759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193125 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25875888.000000 Penalty: 6037.444824
	Iteration 16Q: 3 clusters Score -2.587589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193128 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25875894.000000 Penalty: 6037.444824
	Iteration 17Q: 3 clusters Score -2.587589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193127 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25875904.000000 Penalty: 6037.444824
	Iteration 18Q: 3 clusters Score -2.58759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193127 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25875920.000000 Penalty: 6037.444824
	Iteration 19Q: 3 clusters Score -2.587592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193128 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25875924.000000 Penalty: 6037.444824
	Iteration 20F: 3 clusters Score -2.587592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193129 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25875912.000000 Penalty: 6037.444824
	Iteration 21Q: 3 clusters Score -2.587591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193129 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25875912.000000 Penalty: 6037.444824
	Iteration 22F: 3 clusters Score -2.587591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170891 members 
Entering Unmasked Estep 
Score: -23045702.000000 Penalty: 2988.097900
	Iteration 0F: 2 clusters Score -2.30457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 85209 members 
Entering Unmasked Estep 
Score: -22934878.000000 Penalty: 5976.195801
	Iteration 0F: 3 clusters Score -2.293488e+07 nChanged 81769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -22982594.000000 Penalty: 5976.195801
	Iteration 1F: 3 clusters Score -2.298259e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91221 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -22983588.000000 Penalty: 5976.195801
	Iteration 2Q: 3 clusters Score -2.298359e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -22984984.000000 Penalty: 5976.195801
	Iteration 3Q: 3 clusters Score -2.298498e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99443 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -22987484.000000 Penalty: 5976.195801
	Iteration 4Q: 3 clusters Score -2.298748e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106805 members 
Mstep: Class 2 contains 64086 members 
Entering Unmasked Estep 
Score: -22991856.000000 Penalty: 5976.195801
	Iteration 5Q: 3 clusters Score -2.299186e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -22999344.000000 Penalty: 5976.195801
	Iteration 6F: 3 clusters Score -2.299934e+07 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130177 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -23010266.000000 Penalty: 5976.195801
	Iteration 7F: 3 clusters Score -2.301027e+07 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143327 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -23022150.000000 Penalty: 5976.195801
	Iteration 8F: 3 clusters Score -2.302215e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -23031088.000000 Penalty: 5976.195801
	Iteration 9F: 3 clusters Score -2.303109e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160457 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -23036696.000000 Penalty: 5976.195801
	Iteration 10Q: 3 clusters Score -2.30367e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164537 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -23039618.000000 Penalty: 5976.195801
	Iteration 11Q: 3 clusters Score -2.303962e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166942 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -23041232.000000 Penalty: 5976.195801
	Iteration 12Q: 3 clusters Score -2.304123e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -23041990.000000 Penalty: 5976.195801
	Iteration 13Q: 3 clusters Score -2.304199e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169105 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23042360.000000 Penalty: 5976.195801
	Iteration 14Q: 3 clusters Score -2.304236e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169569 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -23042686.000000 Penalty: 5976.195801
	Iteration 15Q: 3 clusters Score -2.304269e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169832 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -23042862.000000 Penalty: 5976.195801
	Iteration 16Q: 3 clusters Score -2.304286e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169982 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -23042982.000000 Penalty: 5976.195801
	Iteration 17Q: 3 clusters Score -2.304298e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170073 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -23043070.000000 Penalty: 5976.195801
	Iteration 18Q: 3 clusters Score -2.304307e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170146 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -23043124.000000 Penalty: 5976.195801
	Iteration 19Q: 3 clusters Score -2.304312e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170196 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -23043156.000000 Penalty: 5976.195801
	Iteration 20F: 3 clusters Score -2.304316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170226 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -23043174.000000 Penalty: 5976.195801
	Iteration 21Q: 3 clusters Score -2.304317e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170248 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -23043190.000000 Penalty: 5976.195801
	Iteration 22Q: 3 clusters Score -2.304319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170260 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -23043214.000000 Penalty: 5976.195801
	Iteration 23Q: 3 clusters Score -2.304321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170276 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -23043240.000000 Penalty: 5976.195801
	Iteration 24Q: 3 clusters Score -2.304324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -23043238.000000 Penalty: 5976.195801
	Iteration 25Q: 3 clusters Score -2.304324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170298 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -23043246.000000 Penalty: 5976.195801
	Iteration 26Q: 3 clusters Score -2.304325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170309 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -23043244.000000 Penalty: 5976.195801
	Iteration 27Q: 3 clusters Score -2.304324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170314 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -23043256.000000 Penalty: 5976.195801
	Iteration 28Q: 3 clusters Score -2.304326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170319 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -23043250.000000 Penalty: 5976.195801
	Iteration 29Q: 3 clusters Score -2.304325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170324 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -23043244.000000 Penalty: 5976.195801
	Iteration 30Q: 3 clusters Score -2.304324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170325 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -23043240.000000 Penalty: 5976.195801
	Iteration 31Q: 3 clusters Score -2.304324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170325 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -23043240.000000 Penalty: 5976.195801
	Iteration 32F: 3 clusters Score -2.304324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Entering Unmasked Estep 
Score: -5099705.000000 Penalty: 2613.436768
	Iteration 0F: 2 clusters Score -5099705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -5074162.500000 Penalty: 5226.873535
	Iteration 0F: 3 clusters Score -5074162 nChanged 17144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -5083536.500000 Penalty: 5226.873535
	Iteration 1F: 3 clusters Score -5083536 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -5084219.000000 Penalty: 5226.873535
	Iteration 2Q: 3 clusters Score -5084219 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -5085011.000000 Penalty: 5226.873535
	Iteration 3Q: 3 clusters Score -5085011 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -5085969.500000 Penalty: 5226.873535
	Iteration 4F: 3 clusters Score -5085970 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -5087124.500000 Penalty: 5226.873535
	Iteration 5F: 3 clusters Score -5087124 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -5088454.000000 Penalty: 5226.873535
	Iteration 6F: 3 clusters Score -5088454 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -5090089.000000 Penalty: 5226.873535
	Iteration 7F: 3 clusters Score -5090089 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -5092007.000000 Penalty: 5226.873535
	Iteration 8F: 3 clusters Score -5092007 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -5093992.000000 Penalty: 5226.873535
	Iteration 9F: 3 clusters Score -5093992 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5095420.000000 Penalty: 5226.873535
	Iteration 10Q: 3 clusters Score -5095420 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5096471.500000 Penalty: 5226.873535
	Iteration 11Q: 3 clusters Score -5096472 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5096974.500000 Penalty: 5226.873535
	Iteration 12Q: 3 clusters Score -5096974 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5097174.500000 Penalty: 5226.873535
	Iteration 13Q: 3 clusters Score -5097174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5097292.500000 Penalty: 5226.873535
	Iteration 14Q: 3 clusters Score -5097292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5097350.500000 Penalty: 5226.873535
	Iteration 15Q: 3 clusters Score -5097350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5097392.000000 Penalty: 5226.873535
	Iteration 16Q: 3 clusters Score -5097392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5097414.500000 Penalty: 5226.873535
	Iteration 17Q: 3 clusters Score -5097414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5097424.000000 Penalty: 5226.873535
	Iteration 18Q: 3 clusters Score -5097424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5097421.000000 Penalty: 5226.873535
	Iteration 19Q: 3 clusters Score -5097421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5097422.000000 Penalty: 5226.873535
	Iteration 20F: 3 clusters Score -5097422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Entering Unmasked Estep 
Score: -770744.375000 Penalty: 2142.617676
	Iteration 0F: 2 clusters Score -770744.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -765819.500000 Penalty: 4285.235352
	Iteration 0F: 3 clusters Score -765819.5 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -767004.000000 Penalty: 4285.235352
	Iteration 1F: 3 clusters Score -767004 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -767220.000000 Penalty: 4285.235352
	Iteration 2F: 3 clusters Score -767220 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -767350.000000 Penalty: 4285.235352
	Iteration 3Q: 3 clusters Score -767350 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -767443.312500 Penalty: 4285.235352
	Iteration 4Q: 3 clusters Score -767443.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -767511.750000 Penalty: 4285.235352
	Iteration 5Q: 3 clusters Score -767511.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -767558.750000 Penalty: 4285.235352
	Iteration 6Q: 3 clusters Score -767558.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -767603.375000 Penalty: 4285.235352
	Iteration 7Q: 3 clusters Score -767603.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -767636.562500 Penalty: 4285.235352
	Iteration 8Q: 3 clusters Score -767636.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -767659.750000 Penalty: 4285.235352
	Iteration 9Q: 3 clusters Score -767659.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -767690.562500 Penalty: 4285.235352
	Iteration 10Q: 3 clusters Score -767690.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -767719.437500 Penalty: 4285.235352
	Iteration 11Q: 3 clusters Score -767719.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -767746.312500 Penalty: 4285.235352
	Iteration 12Q: 3 clusters Score -767746.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -767771.062500 Penalty: 4285.235352
	Iteration 13Q: 3 clusters Score -767771.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -767789.875000 Penalty: 4285.235352
	Iteration 14Q: 3 clusters Score -767789.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -767816.687500 Penalty: 4285.235352
	Iteration 15Q: 3 clusters Score -767816.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -767845.312500 Penalty: 4285.235352
	Iteration 16Q: 3 clusters Score -767845.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -767876.437500 Penalty: 4285.235352
	Iteration 17Q: 3 clusters Score -767876.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -767913.500000 Penalty: 4285.235352
	Iteration 18Q: 3 clusters Score -767913.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -767958.375000 Penalty: 4285.235352
	Iteration 19Q: 3 clusters Score -767958.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -767990.125000 Penalty: 4285.235352
	Iteration 20F: 3 clusters Score -767990.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -768023.437500 Penalty: 4285.235352
	Iteration 21Q: 3 clusters Score -768023.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -768064.562500 Penalty: 4285.235352
	Iteration 22Q: 3 clusters Score -768064.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -768113.625000 Penalty: 4285.235352
	Iteration 23Q: 3 clusters Score -768113.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -768168.687500 Penalty: 4285.235352
	Iteration 24Q: 3 clusters Score -768168.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -768223.062500 Penalty: 4285.235352
	Iteration 25Q: 3 clusters Score -768223.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -768282.437500 Penalty: 4285.235352
	Iteration 26Q: 3 clusters Score -768282.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -768339.562500 Penalty: 4285.235352
	Iteration 27Q: 3 clusters Score -768339.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -768397.687500 Penalty: 4285.235352
	Iteration 28Q: 3 clusters Score -768397.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -768458.187500 Penalty: 4285.235352
	Iteration 29Q: 3 clusters Score -768458.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -768521.562500 Penalty: 4285.235352
	Iteration 30Q: 3 clusters Score -768521.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -768595.687500 Penalty: 4285.235352
	Iteration 31Q: 3 clusters Score -768595.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -768650.375000 Penalty: 4285.235352
	Iteration 32Q: 3 clusters Score -768650.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -768725.750000 Penalty: 4285.235352
	Iteration 33Q: 3 clusters Score -768725.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -768786.437500 Penalty: 4285.235352
	Iteration 34Q: 3 clusters Score -768786.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -768829.500000 Penalty: 4285.235352
	Iteration 35Q: 3 clusters Score -768829.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -768869.500000 Penalty: 4285.235352
	Iteration 36Q: 3 clusters Score -768869.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -768888.937500 Penalty: 4285.235352
	Iteration 37Q: 3 clusters Score -768888.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -768908.125000 Penalty: 4285.235352
	Iteration 38Q: 3 clusters Score -768908.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -768926.500000 Penalty: 4285.235352
	Iteration 39Q: 3 clusters Score -768926.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -768960.187500 Penalty: 4285.235352
	Iteration 40F: 3 clusters Score -768960.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -768978.687500 Penalty: 4285.235352
	Iteration 41Q: 3 clusters Score -768978.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -768996.000000 Penalty: 4285.235352
	Iteration 42Q: 3 clusters Score -768996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -769005.437500 Penalty: 4285.235352
	Iteration 43Q: 3 clusters Score -769005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -769012.812500 Penalty: 4285.235352
	Iteration 44Q: 3 clusters Score -769012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -769018.250000 Penalty: 4285.235352
	Iteration 45Q: 3 clusters Score -769018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -769021.062500 Penalty: 4285.235352
	Iteration 46Q: 3 clusters Score -769021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -769026.187500 Penalty: 4285.235352
	Iteration 47Q: 3 clusters Score -769026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -769029.812500 Penalty: 4285.235352
	Iteration 48Q: 3 clusters Score -769029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -769033.937500 Penalty: 4285.235352
	Iteration 49Q: 3 clusters Score -769033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -769038.812500 Penalty: 4285.235352
	Iteration 50Q: 3 clusters Score -769038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -769042.187500 Penalty: 4285.235352
	Iteration 51Q: 3 clusters Score -769042.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -769054.062500 Penalty: 4285.235352
	Iteration 52Q: 3 clusters Score -769054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -769055.750000 Penalty: 4285.235352
	Iteration 53Q: 3 clusters Score -769055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -769057.562500 Penalty: 4285.235352
	Iteration 54Q: 3 clusters Score -769057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -769057.000000 Penalty: 4285.235352
	Iteration 55Q: 3 clusters Score -769057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -769057.000000 Penalty: 4285.235352
	Iteration 56F: 3 clusters Score -769057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186772 members 
Mstep: Class 2 contains 40630 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 44822 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 15694 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3664 members 
Mstep: Class 11 contains 192318 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21521 members 
Mstep: Class 14 contains 162476 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193352 members 
Mstep: Class 18 contains 170891 members 
Mstep: Class 21 contains 37724 members 
Mstep: Class 23 contains 5651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349776.000000 Penalty: 65528.617188
Iteration 199Q: 20 clusters Score -1.443498e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186793 members 
Mstep: Class 2 contains 40627 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 9616 members 
Mstep: Class 6 contains 44800 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 15577 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3661 members 
Mstep: Class 11 contains 192315 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21556 members 
Mstep: Class 14 contains 162497 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193426 members 
Mstep: Class 18 contains 170890 members 
Mstep: Class 21 contains 37716 members 
Mstep: Class 23 contains 5657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349648.000000 Penalty: 65528.617188
Iteration 200F: 20 clusters Score -1.443496e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186809 members 
Mstep: Class 2 contains 40611 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 44768 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 15444 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3661 members 
Mstep: Class 11 contains 192347 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21586 members 
Mstep: Class 14 contains 162516 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193510 members 
Mstep: Class 18 contains 170903 members 
Mstep: Class 21 contains 37699 members 
Mstep: Class 23 contains 5660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349696.000000 Penalty: 65528.617188
Iteration 201Q: 20 clusters Score -1.443497e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186805 members 
Mstep: Class 2 contains 40611 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 44737 members 
Mstep: Class 7 contains 3277 members 
Mstep: Class 8 contains 15318 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3661 members 
Mstep: Class 11 contains 192364 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21617 members 
Mstep: Class 14 contains 162544 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193605 members 
Mstep: Class 18 contains 170900 members 
Mstep: Class 21 contains 37685 members 
Mstep: Class 23 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349600.000000 Penalty: 65528.617188
Iteration 202Q: 20 clusters Score -1.443496e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186803 members 
Mstep: Class 2 contains 40600 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 44714 members 
Mstep: Class 7 contains 3278 members 
Mstep: Class 8 contains 15205 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3660 members 
Mstep: Class 11 contains 192360 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21648 members 
Mstep: Class 14 contains 162578 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193710 members 
Mstep: Class 18 contains 170888 members 
Mstep: Class 21 contains 37677 members 
Mstep: Class 23 contains 5667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349696.000000 Penalty: 65528.617188
Iteration 203Q: 20 clusters Score -1.443497e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 40594 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 9617 members 
Mstep: Class 6 contains 44691 members 
Mstep: Class 7 contains 3277 members 
Mstep: Class 8 contains 15091 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3659 members 
Mstep: Class 11 contains 192342 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21676 members 
Mstep: Class 14 contains 162598 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193809 members 
Mstep: Class 18 contains 170884 members 
Mstep: Class 21 contains 37677 members 
Mstep: Class 23 contains 5668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349648.000000 Penalty: 65528.617188
Iteration 204Q: 20 clusters Score -1.443496e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186828 members 
Mstep: Class 2 contains 40584 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 44662 members 
Mstep: Class 7 contains 3277 members 
Mstep: Class 8 contains 15006 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3659 members 
Mstep: Class 11 contains 192349 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21702 members 
Mstep: Class 14 contains 162634 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193884 members 
Mstep: Class 18 contains 170866 members 
Mstep: Class 21 contains 37666 members 
Mstep: Class 23 contains 5668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349728.000000 Penalty: 65528.617188
Iteration 205Q: 20 clusters Score -1.443497e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186835 members 
Mstep: Class 2 contains 40578 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 44635 members 
Mstep: Class 7 contains 3278 members 
Mstep: Class 8 contains 14910 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3659 members 
Mstep: Class 11 contains 192324 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21735 members 
Mstep: Class 14 contains 162667 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 193985 members 
Mstep: Class 18 contains 170849 members 
Mstep: Class 21 contains 37659 members 
Mstep: Class 23 contains 5669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349792.000000 Penalty: 65528.617188
Iteration 206Q: 20 clusters Score -1.443498e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186856 members 
Mstep: Class 2 contains 40574 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 44616 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 14816 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 192334 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21762 members 
Mstep: Class 14 contains 162663 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 194073 members 
Mstep: Class 18 contains 170836 members 
Mstep: Class 21 contains 37648 members 
Mstep: Class 23 contains 5672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349872.000000 Penalty: 65528.617188
Iteration 207Q: 20 clusters Score -1.443499e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186902 members 
Mstep: Class 2 contains 40567 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 9623 members 
Mstep: Class 6 contains 44597 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14728 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 192327 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21797 members 
Mstep: Class 14 contains 162678 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 194112 members 
Mstep: Class 18 contains 170837 members 
Mstep: Class 21 contains 37632 members 
Mstep: Class 23 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349872.000000 Penalty: 65528.617188
Iteration 208Q: 20 clusters Score -1.443499e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186918 members 
Mstep: Class 2 contains 40570 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 44571 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 192320 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 162691 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 194161 members 
Mstep: Class 18 contains 170838 members 
Mstep: Class 21 contains 37628 members 
Mstep: Class 23 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349856.000000 Penalty: 65528.617188
Iteration 209Q: 20 clusters Score -1.443499e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186925 members 
Mstep: Class 2 contains 40563 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 44553 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14581 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 192325 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21859 members 
Mstep: Class 14 contains 162698 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 194213 members 
Mstep: Class 18 contains 170841 members 
Mstep: Class 21 contains 37618 members 
Mstep: Class 23 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349792.000000 Penalty: 65528.617188
Iteration 210Q: 20 clusters Score -1.443498e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186919 members 
Mstep: Class 2 contains 40554 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 44533 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14519 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 192348 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21889 members 
Mstep: Class 14 contains 162705 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 194263 members 
Mstep: Class 18 contains 170839 members 
Mstep: Class 21 contains 37604 members 
Mstep: Class 23 contains 5674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349856.000000 Penalty: 65528.617188
Iteration 211Q: 20 clusters Score -1.443499e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186913 members 
Mstep: Class 2 contains 40552 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 44513 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14477 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3657 members 
Mstep: Class 11 contains 192345 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21915 members 
Mstep: Class 14 contains 162714 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 194324 members 
Mstep: Class 18 contains 170829 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 23 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349984.000000 Penalty: 65528.617188
Iteration 212Q: 20 clusters Score -1.4435e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186889 members 
Mstep: Class 2 contains 40545 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 9616 members 
Mstep: Class 6 contains 44494 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14415 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3656 members 
Mstep: Class 11 contains 192356 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21948 members 
Mstep: Class 14 contains 162727 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 17 contains 194384 members 
Mstep: Class 18 contains 170835 members 
Mstep: Class 21 contains 37587 members 
Mstep: Class 23 contains 5672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350192.000000 Penalty: 65528.617188
Iteration 213Q: 20 clusters Score -1.443502e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186872 members 
Mstep: Class 2 contains 40538 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 44472 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14357 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 192366 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 21982 members 
Mstep: Class 14 contains 162733 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 194437 members 
Mstep: Class 18 contains 170835 members 
Mstep: Class 21 contains 37584 members 
Mstep: Class 23 contains 5679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350352.000000 Penalty: 65528.617188
Iteration 214Q: 20 clusters Score -1.443504e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186850 members 
Mstep: Class 2 contains 40537 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 9614 members 
Mstep: Class 6 contains 44449 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14308 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3654 members 
Mstep: Class 11 contains 192366 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22011 members 
Mstep: Class 14 contains 162736 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 194496 members 
Mstep: Class 18 contains 170834 members 
Mstep: Class 21 contains 37583 members 
Mstep: Class 23 contains 5687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350400.000000 Penalty: 65528.617188
Iteration 215Q: 20 clusters Score -1.443504e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186844 members 
Mstep: Class 2 contains 40528 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9614 members 
Mstep: Class 6 contains 44427 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14261 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3653 members 
Mstep: Class 11 contains 192376 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22037 members 
Mstep: Class 14 contains 162718 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 194568 members 
Mstep: Class 18 contains 170821 members 
Mstep: Class 21 contains 37584 members 
Mstep: Class 23 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350432.000000 Penalty: 65528.617188
Iteration 216Q: 20 clusters Score -1.443504e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186825 members 
Mstep: Class 2 contains 40521 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 44413 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14211 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3653 members 
Mstep: Class 11 contains 192400 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22059 members 
Mstep: Class 14 contains 162710 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 194630 members 
Mstep: Class 18 contains 170810 members 
Mstep: Class 21 contains 37581 members 
Mstep: Class 23 contains 5695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350400.000000 Penalty: 65528.617188
Iteration 217Q: 20 clusters Score -1.443504e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186809 members 
Mstep: Class 2 contains 40519 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 9618 members 
Mstep: Class 6 contains 44401 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14160 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3653 members 
Mstep: Class 11 contains 192422 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22078 members 
Mstep: Class 14 contains 162692 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 194679 members 
Mstep: Class 18 contains 170815 members 
Mstep: Class 21 contains 37581 members 
Mstep: Class 23 contains 5695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350576.000000 Penalty: 65528.617188
Iteration 218Q: 20 clusters Score -1.443506e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186820 members 
Mstep: Class 2 contains 40522 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 44390 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 14105 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3653 members 
Mstep: Class 11 contains 192422 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22094 members 
Mstep: Class 14 contains 162691 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 194721 members 
Mstep: Class 18 contains 170813 members 
Mstep: Class 21 contains 37577 members 
Mstep: Class 23 contains 5694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350640.000000 Penalty: 65528.617188
Iteration 219Q: 20 clusters Score -1.443506e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186831 members 
Mstep: Class 2 contains 40521 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 44374 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 14060 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3653 members 
Mstep: Class 11 contains 192411 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22113 members 
Mstep: Class 14 contains 162673 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 194792 members 
Mstep: Class 18 contains 170808 members 
Mstep: Class 21 contains 37576 members 
Mstep: Class 23 contains 5691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350592.000000 Penalty: 65528.617188
Iteration 220F: 20 clusters Score -1.443506e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186825 members 
Mstep: Class 2 contains 40515 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 44364 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3653 members 
Mstep: Class 11 contains 192410 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22131 members 
Mstep: Class 14 contains 162667 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 194845 members 
Mstep: Class 18 contains 170816 members 
Mstep: Class 21 contains 37579 members 
Mstep: Class 23 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350624.000000 Penalty: 65528.617188
Iteration 221Q: 20 clusters Score -1.443506e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186845 members 
Mstep: Class 2 contains 40505 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9617 members 
Mstep: Class 6 contains 44354 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13949 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3652 members 
Mstep: Class 11 contains 192405 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22159 members 
Mstep: Class 14 contains 162654 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 194890 members 
Mstep: Class 18 contains 170812 members 
Mstep: Class 21 contains 37585 members 
Mstep: Class 23 contains 5694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350608.000000 Penalty: 65528.617188
Iteration 222Q: 20 clusters Score -1.443506e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186885 members 
Mstep: Class 2 contains 40505 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9618 members 
Mstep: Class 6 contains 44338 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13896 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 192396 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22179 members 
Mstep: Class 14 contains 162645 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 194929 members 
Mstep: Class 18 contains 170800 members 
Mstep: Class 21 contains 37585 members 
Mstep: Class 23 contains 5694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350608.000000 Penalty: 65528.617188
Iteration 223Q: 20 clusters Score -1.443506e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186904 members 
Mstep: Class 2 contains 40504 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9618 members 
Mstep: Class 6 contains 44321 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13848 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 192390 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22199 members 
Mstep: Class 14 contains 162650 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 194970 members 
Mstep: Class 18 contains 170788 members 
Mstep: Class 21 contains 37584 members 
Mstep: Class 23 contains 5694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350544.000000 Penalty: 65528.617188
Iteration 224Q: 20 clusters Score -1.443505e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186937 members 
Mstep: Class 2 contains 40498 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 44304 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13795 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 192389 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22217 members 
Mstep: Class 14 contains 162646 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195013 members 
Mstep: Class 18 contains 170774 members 
Mstep: Class 21 contains 37582 members 
Mstep: Class 23 contains 5695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350624.000000 Penalty: 65528.617188
Iteration 225Q: 20 clusters Score -1.443506e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186981 members 
Mstep: Class 2 contains 40492 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 44283 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13735 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 192387 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22239 members 
Mstep: Class 14 contains 162634 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195063 members 
Mstep: Class 18 contains 170757 members 
Mstep: Class 21 contains 37583 members 
Mstep: Class 23 contains 5695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350480.000000 Penalty: 65528.617188
Iteration 226Q: 20 clusters Score -1.443505e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187003 members 
Mstep: Class 2 contains 40492 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 9624 members 
Mstep: Class 6 contains 44264 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13681 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 192381 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22260 members 
Mstep: Class 14 contains 162637 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195096 members 
Mstep: Class 18 contains 170754 members 
Mstep: Class 21 contains 37585 members 
Mstep: Class 23 contains 5694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350448.000000 Penalty: 65528.617188
Iteration 227Q: 20 clusters Score -1.443504e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187012 members 
Mstep: Class 2 contains 40502 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 9625 members 
Mstep: Class 6 contains 44246 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 192381 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22291 members 
Mstep: Class 14 contains 162637 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195109 members 
Mstep: Class 18 contains 170759 members 
Mstep: Class 21 contains 37588 members 
Mstep: Class 23 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350560.000000 Penalty: 65528.617188
Iteration 228Q: 20 clusters Score -1.443506e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186989 members 
Mstep: Class 2 contains 40507 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 9627 members 
Mstep: Class 6 contains 44228 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13576 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 11 contains 192387 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22315 members 
Mstep: Class 14 contains 162659 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195154 members 
Mstep: Class 18 contains 170743 members 
Mstep: Class 21 contains 37589 members 
Mstep: Class 23 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350528.000000 Penalty: 65528.617188
Iteration 229Q: 20 clusters Score -1.443505e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187002 members 
Mstep: Class 2 contains 40512 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9626 members 
Mstep: Class 6 contains 44216 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13534 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3649 members 
Mstep: Class 11 contains 192391 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22332 members 
Mstep: Class 14 contains 162670 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195167 members 
Mstep: Class 18 contains 170735 members 
Mstep: Class 21 contains 37588 members 
Mstep: Class 23 contains 5697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350448.000000 Penalty: 65528.617188
Iteration 230Q: 20 clusters Score -1.443504e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187008 members 
Mstep: Class 2 contains 40521 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9625 members 
Mstep: Class 6 contains 44206 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13480 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3649 members 
Mstep: Class 11 contains 192396 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22348 members 
Mstep: Class 14 contains 162664 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195196 members 
Mstep: Class 18 contains 170734 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 23 contains 5699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350544.000000 Penalty: 65528.617188
Iteration 231Q: 20 clusters Score -1.443505e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187023 members 
Mstep: Class 2 contains 40531 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9622 members 
Mstep: Class 6 contains 44200 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13421 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3648 members 
Mstep: Class 11 contains 192397 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22374 members 
Mstep: Class 14 contains 162670 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195215 members 
Mstep: Class 18 contains 170721 members 
Mstep: Class 21 contains 37595 members 
Mstep: Class 23 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350656.000000 Penalty: 65528.617188
Iteration 232Q: 20 clusters Score -1.443507e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187033 members 
Mstep: Class 2 contains 40540 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9622 members 
Mstep: Class 6 contains 44199 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13357 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3648 members 
Mstep: Class 11 contains 192427 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22399 members 
Mstep: Class 14 contains 162665 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195214 members 
Mstep: Class 18 contains 170714 members 
Mstep: Class 21 contains 37597 members 
Mstep: Class 23 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350720.000000 Penalty: 65528.617188
Iteration 233Q: 20 clusters Score -1.443507e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187043 members 
Mstep: Class 2 contains 40546 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9623 members 
Mstep: Class 6 contains 44193 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13290 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3648 members 
Mstep: Class 11 contains 192445 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 162656 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195231 members 
Mstep: Class 18 contains 170729 members 
Mstep: Class 21 contains 37594 members 
Mstep: Class 23 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350864.000000 Penalty: 65528.617188
Iteration 234Q: 20 clusters Score -1.443509e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187049 members 
Mstep: Class 2 contains 40549 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9622 members 
Mstep: Class 6 contains 44190 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 13229 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3648 members 
Mstep: Class 11 contains 192467 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22446 members 
Mstep: Class 14 contains 162644 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195248 members 
Mstep: Class 18 contains 170730 members 
Mstep: Class 21 contains 37590 members 
Mstep: Class 23 contains 5705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350752.000000 Penalty: 65528.617188
Iteration 235Q: 20 clusters Score -1.443508e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187072 members 
Mstep: Class 2 contains 40548 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9623 members 
Mstep: Class 6 contains 44181 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 13163 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3648 members 
Mstep: Class 11 contains 192475 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22472 members 
Mstep: Class 14 contains 162637 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195275 members 
Mstep: Class 18 contains 170734 members 
Mstep: Class 21 contains 37585 members 
Mstep: Class 23 contains 5705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350544.000000 Penalty: 65528.617188
Iteration 236Q: 20 clusters Score -1.443505e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187103 members 
Mstep: Class 2 contains 40548 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9622 members 
Mstep: Class 6 contains 44173 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 192462 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22498 members 
Mstep: Class 14 contains 162644 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195305 members 
Mstep: Class 18 contains 170726 members 
Mstep: Class 21 contains 37579 members 
Mstep: Class 23 contains 5706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350720.000000 Penalty: 65528.617188
Iteration 237Q: 20 clusters Score -1.443507e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187103 members 
Mstep: Class 2 contains 40550 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9623 members 
Mstep: Class 6 contains 44173 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 192460 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22525 members 
Mstep: Class 14 contains 162655 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195316 members 
Mstep: Class 18 contains 170726 members 
Mstep: Class 21 contains 37585 members 
Mstep: Class 23 contains 5708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350672.000000 Penalty: 65528.617188
Iteration 238Q: 20 clusters Score -1.443507e+08 nChanged 309
Entering ConstructFrom: 
Score: -144350672.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (187094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187094 members 
Entering Unmasked Estep 
Score: -25077352.000000 Penalty: 3010.562744
	Iteration 0F: 2 clusters Score -2.507735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93587 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -24956674.000000 Penalty: 6021.125488
	Iteration 0F: 3 clusters Score -2.495667e+07 nChanged 89719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 94376 members 
Entering Unmasked Estep 
Score: -25008632.000000 Penalty: 6021.125488
	Iteration 1F: 3 clusters Score -2.500863e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92194 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -25009266.000000 Penalty: 6021.125488
	Iteration 2Q: 3 clusters Score -2.500927e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -25009998.000000 Penalty: 6021.125488
	Iteration 3Q: 3 clusters Score -2.501e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 96852 members 
Entering Unmasked Estep 
Score: -25010706.000000 Penalty: 6021.125488
	Iteration 4Q: 3 clusters Score -2.501071e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88413 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -25011864.000000 Penalty: 6021.125488
	Iteration 5Q: 3 clusters Score -2.501186e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -25013418.000000 Penalty: 6021.125488
	Iteration 6Q: 3 clusters Score -2.501342e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -25015852.000000 Penalty: 6021.125488
	Iteration 7Q: 3 clusters Score -2.501585e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 111246 members 
Entering Unmasked Estep 
Score: -25019714.000000 Penalty: 6021.125488
	Iteration 8Q: 3 clusters Score -2.501971e+07 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 119104 members 
Entering Unmasked Estep 
Score: -25026044.000000 Penalty: 6021.125488
	Iteration 9F: 3 clusters Score -2.502604e+07 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 128839 members 
Entering Unmasked Estep 
Score: -25035710.000000 Penalty: 6021.125488
	Iteration 10F: 3 clusters Score -2.503571e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 138756 members 
Entering Unmasked Estep 
Score: -25047738.000000 Penalty: 6021.125488
	Iteration 11F: 3 clusters Score -2.504774e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 146248 members 
Entering Unmasked Estep 
Score: -25058934.000000 Penalty: 6021.125488
	Iteration 12F: 3 clusters Score -2.505893e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 150400 members 
Entering Unmasked Estep 
Score: -25065440.000000 Penalty: 6021.125488
	Iteration 13Q: 3 clusters Score -2.506544e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 153134 members 
Entering Unmasked Estep 
Score: -25068282.000000 Penalty: 6021.125488
	Iteration 14Q: 3 clusters Score -2.506828e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 155464 members 
Entering Unmasked Estep 
Score: -25070010.000000 Penalty: 6021.125488
	Iteration 15Q: 3 clusters Score -2.507001e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 157643 members 
Entering Unmasked Estep 
Score: -25071388.000000 Penalty: 6021.125488
	Iteration 16Q: 3 clusters Score -2.507139e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -25072560.000000 Penalty: 6021.125488
	Iteration 17Q: 3 clusters Score -2.507256e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 161991 members 
Entering Unmasked Estep 
Score: -25073420.000000 Penalty: 6021.125488
	Iteration 18Q: 3 clusters Score -2.507342e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 163972 members 
Entering Unmasked Estep 
Score: -25074186.000000 Penalty: 6021.125488
	Iteration 19Q: 3 clusters Score -2.507419e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 165785 members 
Entering Unmasked Estep 
Score: -25074756.000000 Penalty: 6021.125488
	Iteration 20F: 3 clusters Score -2.507476e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 167409 members 
Entering Unmasked Estep 
Score: -25075120.000000 Penalty: 6021.125488
	Iteration 21Q: 3 clusters Score -2.507512e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 168877 members 
Entering Unmasked Estep 
Score: -25075300.000000 Penalty: 6021.125488
	Iteration 22Q: 3 clusters Score -2.50753e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -25075454.000000 Penalty: 6021.125488
	Iteration 23Q: 3 clusters Score -2.507545e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 171459 members 
Entering Unmasked Estep 
Score: -25075706.000000 Penalty: 6021.125488
	Iteration 24Q: 3 clusters Score -2.507571e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 172563 members 
Entering Unmasked Estep 
Score: -25075622.000000 Penalty: 6021.125488
	Iteration 25Q: 3 clusters Score -2.507562e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 173569 members 
Entering Unmasked Estep 
Score: -25075784.000000 Penalty: 6021.125488
	Iteration 26Q: 3 clusters Score -2.507578e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 174482 members 
Entering Unmasked Estep 
Score: -25075780.000000 Penalty: 6021.125488
	Iteration 27Q: 3 clusters Score -2.507578e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 175294 members 
Entering Unmasked Estep 
Score: -25075790.000000 Penalty: 6021.125488
	Iteration 28Q: 3 clusters Score -2.507579e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 176001 members 
Entering Unmasked Estep 
Score: -25075822.000000 Penalty: 6021.125488
	Iteration 29Q: 3 clusters Score -2.507582e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 176663 members 
Entering Unmasked Estep 
Score: -25075798.000000 Penalty: 6021.125488
	Iteration 30Q: 3 clusters Score -2.50758e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 177253 members 
Entering Unmasked Estep 
Score: -25075642.000000 Penalty: 6021.125488
	Iteration 31Q: 3 clusters Score -2.507564e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 177795 members 
Entering Unmasked Estep 
Score: -25075578.000000 Penalty: 6021.125488
	Iteration 32Q: 3 clusters Score -2.507558e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 178317 members 
Entering Unmasked Estep 
Score: -25075596.000000 Penalty: 6021.125488
	Iteration 33Q: 3 clusters Score -2.50756e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 178810 members 
Entering Unmasked Estep 
Score: -25075582.000000 Penalty: 6021.125488
	Iteration 34Q: 3 clusters Score -2.507558e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 179258 members 
Entering Unmasked Estep 
Score: -25075606.000000 Penalty: 6021.125488
	Iteration 35Q: 3 clusters Score -2.507561e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 179683 members 
Entering Unmasked Estep 
Score: -25075504.000000 Penalty: 6021.125488
	Iteration 36Q: 3 clusters Score -2.50755e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 180039 members 
Entering Unmasked Estep 
Score: -25075522.000000 Penalty: 6021.125488
	Iteration 37Q: 3 clusters Score -2.507552e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 180361 members 
Entering Unmasked Estep 
Score: -25075594.000000 Penalty: 6021.125488
	Iteration 38Q: 3 clusters Score -2.507559e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 180694 members 
Entering Unmasked Estep 
Score: -25075572.000000 Penalty: 6021.125488
	Iteration 39Q: 3 clusters Score -2.507557e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 181039 members 
Entering Unmasked Estep 
Score: -25075646.000000 Penalty: 6021.125488
	Iteration 40F: 3 clusters Score -2.507565e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 181362 members 
Entering Unmasked Estep 
Score: -25075614.000000 Penalty: 6021.125488
	Iteration 41Q: 3 clusters Score -2.507561e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 181624 members 
Entering Unmasked Estep 
Score: -25075612.000000 Penalty: 6021.125488
	Iteration 42Q: 3 clusters Score -2.507561e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 181878 members 
Entering Unmasked Estep 
Score: -25075598.000000 Penalty: 6021.125488
	Iteration 43Q: 3 clusters Score -2.50756e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 182110 members 
Entering Unmasked Estep 
Score: -25075578.000000 Penalty: 6021.125488
	Iteration 44Q: 3 clusters Score -2.507558e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 182320 members 
Entering Unmasked Estep 
Score: -25075526.000000 Penalty: 6021.125488
	Iteration 45Q: 3 clusters Score -2.507553e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 182510 members 
Entering Unmasked Estep 
Score: -25075528.000000 Penalty: 6021.125488
	Iteration 46Q: 3 clusters Score -2.507553e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 182722 members 
Entering Unmasked Estep 
Score: -25075518.000000 Penalty: 6021.125488
	Iteration 47Q: 3 clusters Score -2.507552e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 182903 members 
Entering Unmasked Estep 
Score: -25075546.000000 Penalty: 6021.125488
	Iteration 48Q: 3 clusters Score -2.507555e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 183060 members 
Entering Unmasked Estep 
Score: -25075570.000000 Penalty: 6021.125488
	Iteration 49Q: 3 clusters Score -2.507557e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 183204 members 
Entering Unmasked Estep 
Score: -25075500.000000 Penalty: 6021.125488
	Iteration 50Q: 3 clusters Score -2.50755e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 183335 members 
Entering Unmasked Estep 
Score: -25075532.000000 Penalty: 6021.125488
	Iteration 51Q: 3 clusters Score -2.507553e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 183456 members 
Entering Unmasked Estep 
Score: -25075494.000000 Penalty: 6021.125488
	Iteration 52Q: 3 clusters Score -2.507549e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 183561 members 
Entering Unmasked Estep 
Score: -25075516.000000 Penalty: 6021.125488
	Iteration 53Q: 3 clusters Score -2.507552e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 183657 members 
Entering Unmasked Estep 
Score: -25075528.000000 Penalty: 6021.125488
	Iteration 54Q: 3 clusters Score -2.507553e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 183745 members 
Entering Unmasked Estep 
Score: -25075486.000000 Penalty: 6021.125488
	Iteration 55Q: 3 clusters Score -2.507549e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 183838 members 
Entering Unmasked Estep 
Score: -25075478.000000 Penalty: 6021.125488
	Iteration 56Q: 3 clusters Score -2.507548e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 183918 members 
Entering Unmasked Estep 
Score: -25075494.000000 Penalty: 6021.125488
	Iteration 57Q: 3 clusters Score -2.507549e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 184001 members 
Entering Unmasked Estep 
Score: -25075502.000000 Penalty: 6021.125488
	Iteration 58Q: 3 clusters Score -2.50755e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 184078 members 
Entering Unmasked Estep 
Score: -25075492.000000 Penalty: 6021.125488
	Iteration 59Q: 3 clusters Score -2.507549e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 184137 members 
Entering Unmasked Estep 
Score: -25075498.000000 Penalty: 6021.125488
	Iteration 60F: 3 clusters Score -2.50755e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 184202 members 
Entering Unmasked Estep 
Score: -25075482.000000 Penalty: 6021.125488
	Iteration 61Q: 3 clusters Score -2.507548e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 184254 members 
Entering Unmasked Estep 
Score: -25075472.000000 Penalty: 6021.125488
	Iteration 62Q: 3 clusters Score -2.507547e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 184299 members 
Entering Unmasked Estep 
Score: -25075482.000000 Penalty: 6021.125488
	Iteration 63Q: 3 clusters Score -2.507548e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 184345 members 
Entering Unmasked Estep 
Score: -25075484.000000 Penalty: 6021.125488
	Iteration 64Q: 3 clusters Score -2.507548e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 184389 members 
Entering Unmasked Estep 
Score: -25075460.000000 Penalty: 6021.125488
	Iteration 65Q: 3 clusters Score -2.507546e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 184439 members 
Entering Unmasked Estep 
Score: -25075462.000000 Penalty: 6021.125488
	Iteration 66Q: 3 clusters Score -2.507546e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 184488 members 
Entering Unmasked Estep 
Score: -25075450.000000 Penalty: 6021.125488
	Iteration 67Q: 3 clusters Score -2.507545e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 184530 members 
Entering Unmasked Estep 
Score: -25075468.000000 Penalty: 6021.125488
	Iteration 68Q: 3 clusters Score -2.507547e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 184563 members 
Entering Unmasked Estep 
Score: -25075484.000000 Penalty: 6021.125488
	Iteration 69Q: 3 clusters Score -2.507548e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 184595 members 
Entering Unmasked Estep 
Score: -25075492.000000 Penalty: 6021.125488
	Iteration 70Q: 3 clusters Score -2.507549e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 184635 members 
Entering Unmasked Estep 
Score: -25075484.000000 Penalty: 6021.125488
	Iteration 71Q: 3 clusters Score -2.507548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 184672 members 
Entering Unmasked Estep 
Score: -25075504.000000 Penalty: 6021.125488
	Iteration 72Q: 3 clusters Score -2.50755e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 184706 members 
Entering Unmasked Estep 
Score: -25075492.000000 Penalty: 6021.125488
	Iteration 73Q: 3 clusters Score -2.507549e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 184742 members 
Entering Unmasked Estep 
Score: -25075466.000000 Penalty: 6021.125488
	Iteration 74Q: 3 clusters Score -2.507547e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 184775 members 
Entering Unmasked Estep 
Score: -25075474.000000 Penalty: 6021.125488
	Iteration 75Q: 3 clusters Score -2.507547e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 184799 members 
Entering Unmasked Estep 
Score: -25075462.000000 Penalty: 6021.125488
	Iteration 76Q: 3 clusters Score -2.507546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 184823 members 
Entering Unmasked Estep 
Score: -25075458.000000 Penalty: 6021.125488
	Iteration 77Q: 3 clusters Score -2.507546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 184852 members 
Entering Unmasked Estep 
Score: -25075466.000000 Penalty: 6021.125488
	Iteration 78Q: 3 clusters Score -2.507547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 184880 members 
Entering Unmasked Estep 
Score: -25075468.000000 Penalty: 6021.125488
	Iteration 79Q: 3 clusters Score -2.507547e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 184908 members 
Entering Unmasked Estep 
Score: -25075466.000000 Penalty: 6021.125488
	Iteration 80F: 3 clusters Score -2.507547e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 184946 members 
Entering Unmasked Estep 
Score: -25075460.000000 Penalty: 6021.125488
	Iteration 81Q: 3 clusters Score -2.507546e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 184978 members 
Entering Unmasked Estep 
Score: -25075430.000000 Penalty: 6021.125488
	Iteration 82Q: 3 clusters Score -2.507543e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 185005 members 
Entering Unmasked Estep 
Score: -25075438.000000 Penalty: 6021.125488
	Iteration 83Q: 3 clusters Score -2.507544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 185026 members 
Entering Unmasked Estep 
Score: -25075446.000000 Penalty: 6021.125488
	Iteration 84Q: 3 clusters Score -2.507545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 185046 members 
Entering Unmasked Estep 
Score: -25075436.000000 Penalty: 6021.125488
	Iteration 85Q: 3 clusters Score -2.507544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 185069 members 
Entering Unmasked Estep 
Score: -25075452.000000 Penalty: 6021.125488
	Iteration 86Q: 3 clusters Score -2.507545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 185088 members 
Entering Unmasked Estep 
Score: -25075444.000000 Penalty: 6021.125488
	Iteration 87Q: 3 clusters Score -2.507544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 185104 members 
Entering Unmasked Estep 
Score: -25075426.000000 Penalty: 6021.125488
	Iteration 88Q: 3 clusters Score -2.507543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 185114 members 
Entering Unmasked Estep 
Score: -25075416.000000 Penalty: 6021.125488
	Iteration 89Q: 3 clusters Score -2.507542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 185131 members 
Entering Unmasked Estep 
Score: -25075428.000000 Penalty: 6021.125488
	Iteration 90Q: 3 clusters Score -2.507543e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 185148 members 
Entering Unmasked Estep 
Score: -25075428.000000 Penalty: 6021.125488
	Iteration 91Q: 3 clusters Score -2.507543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 185172 members 
Entering Unmasked Estep 
Score: -25075448.000000 Penalty: 6021.125488
	Iteration 92Q: 3 clusters Score -2.507545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 185188 members 
Entering Unmasked Estep 
Score: -25075430.000000 Penalty: 6021.125488
	Iteration 93Q: 3 clusters Score -2.507543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 185214 members 
Entering Unmasked Estep 
Score: -25075444.000000 Penalty: 6021.125488
	Iteration 94Q: 3 clusters Score -2.507544e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 185249 members 
Entering Unmasked Estep 
Score: -25075482.000000 Penalty: 6021.125488
	Iteration 95Q: 3 clusters Score -2.507548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 185273 members 
Entering Unmasked Estep 
Score: -25075504.000000 Penalty: 6021.125488
	Iteration 96Q: 3 clusters Score -2.50755e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
Score: -25075488.000000 Penalty: 6021.125488
	Iteration 97Q: 3 clusters Score -2.507549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 185326 members 
Entering Unmasked Estep 
Score: -25075456.000000 Penalty: 6021.125488
	Iteration 98Q: 3 clusters Score -2.507546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 185344 members 
Entering Unmasked Estep 
Score: -25075466.000000 Penalty: 6021.125488
	Iteration 99Q: 3 clusters Score -2.507547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 185363 members 
Entering Unmasked Estep 
Score: -25075442.000000 Penalty: 6021.125488
	Iteration 100F: 3 clusters Score -2.507544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 185387 members 
Entering Unmasked Estep 
Score: -25075440.000000 Penalty: 6021.125488
	Iteration 101Q: 3 clusters Score -2.507544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 185408 members 
Entering Unmasked Estep 
Score: -25075422.000000 Penalty: 6021.125488
	Iteration 102Q: 3 clusters Score -2.507542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 185430 members 
Entering Unmasked Estep 
Score: -25075428.000000 Penalty: 6021.125488
	Iteration 103Q: 3 clusters Score -2.507543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 185453 members 
Entering Unmasked Estep 
Score: -25075430.000000 Penalty: 6021.125488
	Iteration 104Q: 3 clusters Score -2.507543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 185474 members 
Entering Unmasked Estep 
Score: -25075444.000000 Penalty: 6021.125488
	Iteration 105Q: 3 clusters Score -2.507544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 185495 members 
Entering Unmasked Estep 
Score: -25075450.000000 Penalty: 6021.125488
	Iteration 106Q: 3 clusters Score -2.507545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 185517 members 
Entering Unmasked Estep 
Score: -25075456.000000 Penalty: 6021.125488
	Iteration 107Q: 3 clusters Score -2.507546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 185542 members 
Entering Unmasked Estep 
Score: -25075434.000000 Penalty: 6021.125488
	Iteration 108Q: 3 clusters Score -2.507543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 185565 members 
Entering Unmasked Estep 
Score: -25075440.000000 Penalty: 6021.125488
	Iteration 109Q: 3 clusters Score -2.507544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 185582 members 
Entering Unmasked Estep 
Score: -25075424.000000 Penalty: 6021.125488
	Iteration 110Q: 3 clusters Score -2.507542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 185597 members 
Entering Unmasked Estep 
Score: -25075450.000000 Penalty: 6021.125488
	Iteration 111Q: 3 clusters Score -2.507545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 185608 members 
Entering Unmasked Estep 
Score: -25075442.000000 Penalty: 6021.125488
	Iteration 112Q: 3 clusters Score -2.507544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 185625 members 
Entering Unmasked Estep 
Score: -25075424.000000 Penalty: 6021.125488
	Iteration 113Q: 3 clusters Score -2.507542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 185631 members 
Entering Unmasked Estep 
Score: -25075438.000000 Penalty: 6021.125488
	Iteration 114Q: 3 clusters Score -2.507544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 185641 members 
Entering Unmasked Estep 
Score: -25075434.000000 Penalty: 6021.125488
	Iteration 115Q: 3 clusters Score -2.507543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 185654 members 
Entering Unmasked Estep 
Score: -25075430.000000 Penalty: 6021.125488
	Iteration 116Q: 3 clusters Score -2.507543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 185663 members 
Entering Unmasked Estep 
Score: -25075426.000000 Penalty: 6021.125488
	Iteration 117Q: 3 clusters Score -2.507543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 185683 members 
Entering Unmasked Estep 
Score: -25075428.000000 Penalty: 6021.125488
	Iteration 118Q: 3 clusters Score -2.507543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 185691 members 
Entering Unmasked Estep 
Score: -25075428.000000 Penalty: 6021.125488
	Iteration 119Q: 3 clusters Score -2.507543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 185698 members 
Entering Unmasked Estep 
Score: -25075444.000000 Penalty: 6021.125488
	Iteration 120F: 3 clusters Score -2.507544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 185710 members 
Entering Unmasked Estep 
Score: -25075440.000000 Penalty: 6021.125488
	Iteration 121Q: 3 clusters Score -2.507544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 185716 members 
Entering Unmasked Estep 
Score: -25075430.000000 Penalty: 6021.125488
	Iteration 122Q: 3 clusters Score -2.507543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 185721 members 
Entering Unmasked Estep 
Score: -25075424.000000 Penalty: 6021.125488
	Iteration 123Q: 3 clusters Score -2.507542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 185729 members 
Entering Unmasked Estep 
Score: -25075426.000000 Penalty: 6021.125488
	Iteration 124Q: 3 clusters Score -2.507543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 185732 members 
Entering Unmasked Estep 
Score: -25075432.000000 Penalty: 6021.125488
	Iteration 125Q: 3 clusters Score -2.507543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 185734 members 
Entering Unmasked Estep 
Score: -25075440.000000 Penalty: 6021.125488
	Iteration 126Q: 3 clusters Score -2.507544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 185737 members 
Entering Unmasked Estep 
Score: -25075434.000000 Penalty: 6021.125488
	Iteration 127Q: 3 clusters Score -2.507543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 185741 members 
Entering Unmasked Estep 
Score: -25075454.000000 Penalty: 6021.125488
	Iteration 128Q: 3 clusters Score -2.507545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 185746 members 
Entering Unmasked Estep 
Score: -25075446.000000 Penalty: 6021.125488
	Iteration 129Q: 3 clusters Score -2.507545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 185749 members 
Entering Unmasked Estep 
Score: -25075436.000000 Penalty: 6021.125488
	Iteration 130Q: 3 clusters Score -2.507544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 185754 members 
Entering Unmasked Estep 
Score: -25075418.000000 Penalty: 6021.125488
	Iteration 131Q: 3 clusters Score -2.507542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 185758 members 
Entering Unmasked Estep 
Score: -25075428.000000 Penalty: 6021.125488
	Iteration 132Q: 3 clusters Score -2.507543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 185765 members 
Entering Unmasked Estep 
Score: -25075446.000000 Penalty: 6021.125488
	Iteration 133Q: 3 clusters Score -2.507545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 185772 members 
Entering Unmasked Estep 
Score: -25075406.000000 Penalty: 6021.125488
	Iteration 134Q: 3 clusters Score -2.507541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 185779 members 
Entering Unmasked Estep 
Score: -25075392.000000 Penalty: 6021.125488
	Iteration 135Q: 3 clusters Score -2.507539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 185784 members 
Entering Unmasked Estep 
Score: -25075408.000000 Penalty: 6021.125488
	Iteration 136Q: 3 clusters Score -2.507541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 185790 members 
Entering Unmasked Estep 
Score: -25075390.000000 Penalty: 6021.125488
	Iteration 137Q: 3 clusters Score -2.507539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 185796 members 
Entering Unmasked Estep 
Score: -25075406.000000 Penalty: 6021.125488
	Iteration 138Q: 3 clusters Score -2.507541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 185800 members 
Entering Unmasked Estep 
Score: -25075392.000000 Penalty: 6021.125488
	Iteration 139Q: 3 clusters Score -2.507539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 185809 members 
Entering Unmasked Estep 
Score: -25075390.000000 Penalty: 6021.125488
	Iteration 140F: 3 clusters Score -2.507539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 185816 members 
Entering Unmasked Estep 
Score: -25075398.000000 Penalty: 6021.125488
	Iteration 141Q: 3 clusters Score -2.50754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 185820 members 
Entering Unmasked Estep 
Score: -25075394.000000 Penalty: 6021.125488
	Iteration 142Q: 3 clusters Score -2.507539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 185824 members 
Entering Unmasked Estep 
Score: -25075386.000000 Penalty: 6021.125488
	Iteration 143Q: 3 clusters Score -2.507539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 185830 members 
Entering Unmasked Estep 
Score: -25075390.000000 Penalty: 6021.125488
	Iteration 144Q: 3 clusters Score -2.507539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 185834 members 
Entering Unmasked Estep 
Score: -25075390.000000 Penalty: 6021.125488
	Iteration 145Q: 3 clusters Score -2.507539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 185838 members 
Entering Unmasked Estep 
Score: -25075396.000000 Penalty: 6021.125488
	Iteration 146Q: 3 clusters Score -2.50754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 185842 members 
Entering Unmasked Estep 
Score: -25075396.000000 Penalty: 6021.125488
	Iteration 147Q: 3 clusters Score -2.50754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 185846 members 
Entering Unmasked Estep 
Score: -25075408.000000 Penalty: 6021.125488
	Iteration 148Q: 3 clusters Score -2.507541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 185848 members 
Entering Unmasked Estep 
Score: -25075412.000000 Penalty: 6021.125488
	Iteration 149Q: 3 clusters Score -2.507541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 185851 members 
Entering Unmasked Estep 
Score: -25075410.000000 Penalty: 6021.125488
	Iteration 150Q: 3 clusters Score -2.507541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 185854 members 
Entering Unmasked Estep 
Score: -25075404.000000 Penalty: 6021.125488
	Iteration 151Q: 3 clusters Score -2.50754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 185856 members 
Entering Unmasked Estep 
Score: -25075408.000000 Penalty: 6021.125488
	Iteration 152Q: 3 clusters Score -2.507541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 185860 members 
Entering Unmasked Estep 
Score: -25075416.000000 Penalty: 6021.125488
	Iteration 153Q: 3 clusters Score -2.507542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 185861 members 
Entering Unmasked Estep 
Score: -25075424.000000 Penalty: 6021.125488
	Iteration 154Q: 3 clusters Score -2.507542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 185865 members 
Entering Unmasked Estep 
Score: -25075420.000000 Penalty: 6021.125488
	Iteration 155Q: 3 clusters Score -2.507542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 185873 members 
Entering Unmasked Estep 
Score: -25075432.000000 Penalty: 6021.125488
	Iteration 156Q: 3 clusters Score -2.507543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 185879 members 
Entering Unmasked Estep 
Score: -25075436.000000 Penalty: 6021.125488
	Iteration 157Q: 3 clusters Score -2.507544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 185883 members 
Entering Unmasked Estep 
Score: -25075436.000000 Penalty: 6021.125488
	Iteration 158Q: 3 clusters Score -2.507544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 185886 members 
Entering Unmasked Estep 
Score: -25075438.000000 Penalty: 6021.125488
	Iteration 159Q: 3 clusters Score -2.507544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 185892 members 
Entering Unmasked Estep 
Score: -25075412.000000 Penalty: 6021.125488
	Iteration 160F: 3 clusters Score -2.507541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 185895 members 
Entering Unmasked Estep 
Score: -25075434.000000 Penalty: 6021.125488
	Iteration 161Q: 3 clusters Score -2.507543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 185895 members 
Entering Unmasked Estep 
Score: -25075438.000000 Penalty: 6021.125488
	Iteration 162Q: 3 clusters Score -2.507544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 185896 members 
Entering Unmasked Estep 
Score: -25075440.000000 Penalty: 6021.125488
	Iteration 163Q: 3 clusters Score -2.507544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 185897 members 
Entering Unmasked Estep 
Score: -25075428.000000 Penalty: 6021.125488
	Iteration 164Q: 3 clusters Score -2.507543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 185899 members 
Entering Unmasked Estep 
Score: -25075440.000000 Penalty: 6021.125488
	Iteration 165Q: 3 clusters Score -2.507544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 185899 members 
Entering Unmasked Estep 
Score: -25075440.000000 Penalty: 6021.125488
	Iteration 166F: 3 clusters Score -2.507544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Entering Unmasked Estep 
Score: -5492733.000000 Penalty: 2631.407227
	Iteration 0F: 2 clusters Score -5492733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -5465248.000000 Penalty: 5262.814453
	Iteration 0F: 3 clusters Score -5465248 nChanged 18550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -5475778.000000 Penalty: 5262.814453
	Iteration 1F: 3 clusters Score -5475778 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5476305.000000 Penalty: 5262.814453
	Iteration 2Q: 3 clusters Score -5476305 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -5476825.000000 Penalty: 5262.814453
	Iteration 3Q: 3 clusters Score -5476825 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -5477527.000000 Penalty: 5262.814453
	Iteration 4Q: 3 clusters Score -5477527 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -5478432.500000 Penalty: 5262.814453
	Iteration 5Q: 3 clusters Score -5478432 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -5479719.500000 Penalty: 5262.814453
	Iteration 6F: 3 clusters Score -5479720 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -5481515.000000 Penalty: 5262.814453
	Iteration 7F: 3 clusters Score -5481515 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -5483684.500000 Penalty: 5262.814453
	Iteration 8F: 3 clusters Score -5483684 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -5486013.500000 Penalty: 5262.814453
	Iteration 9F: 3 clusters Score -5486014 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -5487999.000000 Penalty: 5262.814453
	Iteration 10F: 3 clusters Score -5487999 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5489180.000000 Penalty: 5262.814453
	Iteration 11Q: 3 clusters Score -5489180 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5489799.000000 Penalty: 5262.814453
	Iteration 12Q: 3 clusters Score -5489799 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5490095.500000 Penalty: 5262.814453
	Iteration 13Q: 3 clusters Score -5490096 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5490232.000000 Penalty: 5262.814453
	Iteration 14Q: 3 clusters Score -5490232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5490322.500000 Penalty: 5262.814453
	Iteration 15Q: 3 clusters Score -5490322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5490378.000000 Penalty: 5262.814453
	Iteration 16Q: 3 clusters Score -5490378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5490401.000000 Penalty: 5262.814453
	Iteration 17Q: 3 clusters Score -5490401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5490410.500000 Penalty: 5262.814453
	Iteration 18Q: 3 clusters Score -5490410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5490417.500000 Penalty: 5262.814453
	Iteration 19Q: 3 clusters Score -5490418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5490421.500000 Penalty: 5262.814453
	Iteration 20F: 3 clusters Score -5490422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5490426.000000 Penalty: 5262.814453
	Iteration 21Q: 3 clusters Score -5490426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5490430.500000 Penalty: 5262.814453
	Iteration 22Q: 3 clusters Score -5490430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5490432.000000 Penalty: 5262.814453
	Iteration 23Q: 3 clusters Score -5490432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5490430.000000 Penalty: 5262.814453
	Iteration 24Q: 3 clusters Score -5490430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5490434.500000 Penalty: 5262.814453
	Iteration 25Q: 3 clusters Score -5490434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5490434.500000 Penalty: 5262.814453
	Iteration 26F: 3 clusters Score -5490434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -112645.609375 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -112645.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -110944.945312 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -110944.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -111450.531250 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -111450.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -111643.109375 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -111643.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -111795.781250 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -111795.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -111869.000000 Penalty: 3393.441406
	Iteration 4Q: 3 clusters Score -111869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -111903.085938 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -111903.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -111942.476562 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -111942.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -111968.281250 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -111968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -111976.093750 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -111976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -111985.812500 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -111985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -111989.148438 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -111989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -111990.093750 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -111990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -111990.093750 Penalty: 3393.441406
	Iteration 12F: 3 clusters Score -111990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -416484.000000 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -416484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -413093.781250 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -413093.8 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -413885.500000 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -413885.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -414163.218750 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -414163.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -414351.937500 Penalty: 4008.871582
	Iteration 3F: 3 clusters Score -414351.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -414527.593750 Penalty: 4008.871582
	Iteration 4Q: 3 clusters Score -414527.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -414706.218750 Penalty: 4008.871582
	Iteration 5Q: 3 clusters Score -414706.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -414929.250000 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -414929.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -415108.187500 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -415108.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -415203.875000 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -415203.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -415280.750000 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -415280.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -415344.625000 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -415344.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -415400.093750 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -415400.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -415444.625000 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -415444.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -415464.375000 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -415464.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -415482.093750 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -415482.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -415501.437500 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -415501.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -415511.781250 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -415511.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -415519.031250 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -415519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -415521.750000 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -415521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -415524.187500 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -415524.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -415526.531250 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -415526.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -415533.218750 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -415533.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -415536.875000 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -415536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -415540.625000 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -415540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -415542.093750 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -415542.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -415544.593750 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -415544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -415547.500000 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -415547.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -415550.250000 Penalty: 4008.871582
	Iteration 27Q: 3 clusters Score -415550.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -415552.937500 Penalty: 4008.871582
	Iteration 28Q: 3 clusters Score -415552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -415554.750000 Penalty: 4008.871582
	Iteration 29Q: 3 clusters Score -415554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -415557.000000 Penalty: 4008.871582
	Iteration 30Q: 3 clusters Score -415557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -415560.125000 Penalty: 4008.871582
	Iteration 31Q: 3 clusters Score -415560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -415562.906250 Penalty: 4008.871582
	Iteration 32Q: 3 clusters Score -415562.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -415567.625000 Penalty: 4008.871582
	Iteration 33Q: 3 clusters Score -415567.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -415574.500000 Penalty: 4008.871582
	Iteration 34Q: 3 clusters Score -415574.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -415580.656250 Penalty: 4008.871582
	Iteration 35Q: 3 clusters Score -415580.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -415586.156250 Penalty: 4008.871582
	Iteration 36Q: 3 clusters Score -415586.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -415588.593750 Penalty: 4008.871582
	Iteration 37Q: 3 clusters Score -415588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -415591.468750 Penalty: 4008.871582
	Iteration 38Q: 3 clusters Score -415591.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -415595.375000 Penalty: 4008.871582
	Iteration 39Q: 3 clusters Score -415595.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -415601.812500 Penalty: 4008.871582
	Iteration 40F: 3 clusters Score -415601.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -415606.000000 Penalty: 4008.871582
	Iteration 41Q: 3 clusters Score -415606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -415611.031250 Penalty: 4008.871582
	Iteration 42Q: 3 clusters Score -415611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -415618.218750 Penalty: 4008.871582
	Iteration 43Q: 3 clusters Score -415618.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -415627.468750 Penalty: 4008.871582
	Iteration 44Q: 3 clusters Score -415627.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -415634.375000 Penalty: 4008.871582
	Iteration 45Q: 3 clusters Score -415634.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -415640.437500 Penalty: 4008.871582
	Iteration 46Q: 3 clusters Score -415640.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -415646.218750 Penalty: 4008.871582
	Iteration 47Q: 3 clusters Score -415646.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -415654.031250 Penalty: 4008.871582
	Iteration 48Q: 3 clusters Score -415654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -415657.968750 Penalty: 4008.871582
	Iteration 49Q: 3 clusters Score -415658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -415663.312500 Penalty: 4008.871582
	Iteration 50Q: 3 clusters Score -415663.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -415667.625000 Penalty: 4008.871582
	Iteration 51Q: 3 clusters Score -415667.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -415676.437500 Penalty: 4008.871582
	Iteration 52Q: 3 clusters Score -415676.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -415681.750000 Penalty: 4008.871582
	Iteration 53Q: 3 clusters Score -415681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -415684.031250 Penalty: 4008.871582
	Iteration 54Q: 3 clusters Score -415684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -415687.437500 Penalty: 4008.871582
	Iteration 55Q: 3 clusters Score -415687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -415691.812500 Penalty: 4008.871582
	Iteration 56Q: 3 clusters Score -415691.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -415700.656250 Penalty: 4008.871582
	Iteration 57Q: 3 clusters Score -415700.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -415707.812500 Penalty: 4008.871582
	Iteration 58Q: 3 clusters Score -415707.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -415717.218750 Penalty: 4008.871582
	Iteration 59Q: 3 clusters Score -415717.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -415727.156250 Penalty: 4008.871582
	Iteration 60F: 3 clusters Score -415727.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -415737.906250 Penalty: 4008.871582
	Iteration 61Q: 3 clusters Score -415737.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -415745.281250 Penalty: 4008.871582
	Iteration 62Q: 3 clusters Score -415745.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -415747.968750 Penalty: 4008.871582
	Iteration 63Q: 3 clusters Score -415748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -415751.187500 Penalty: 4008.871582
	Iteration 64Q: 3 clusters Score -415751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -415755.687500 Penalty: 4008.871582
	Iteration 65Q: 3 clusters Score -415755.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -415761.031250 Penalty: 4008.871582
	Iteration 66Q: 3 clusters Score -415761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -415768.968750 Penalty: 4008.871582
	Iteration 67Q: 3 clusters Score -415769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -415775.562500 Penalty: 4008.871582
	Iteration 68Q: 3 clusters Score -415775.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -415783.937500 Penalty: 4008.871582
	Iteration 69Q: 3 clusters Score -415783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -415789.218750 Penalty: 4008.871582
	Iteration 70Q: 3 clusters Score -415789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -415792.406250 Penalty: 4008.871582
	Iteration 71Q: 3 clusters Score -415792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -415793.781250 Penalty: 4008.871582
	Iteration 72Q: 3 clusters Score -415793.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -415794.906250 Penalty: 4008.871582
	Iteration 73Q: 3 clusters Score -415794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -415795.843750 Penalty: 4008.871582
	Iteration 74Q: 3 clusters Score -415795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -415796.531250 Penalty: 4008.871582
	Iteration 75Q: 3 clusters Score -415796.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -415798.781250 Penalty: 4008.871582
	Iteration 76Q: 3 clusters Score -415798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -415799.812500 Penalty: 4008.871582
	Iteration 77Q: 3 clusters Score -415799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -415800.718750 Penalty: 4008.871582
	Iteration 78Q: 3 clusters Score -415800.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -415800.718750 Penalty: 4008.871582
	Iteration 79F: 3 clusters Score -415800.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Entering Unmasked Estep 
Score: -1224128.250000 Penalty: 2274.659668
	Iteration 0F: 2 clusters Score -1224128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1216728.250000 Penalty: 4549.319336
	Iteration 0F: 3 clusters Score -1216728 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1218802.250000 Penalty: 4549.319336
	Iteration 1F: 3 clusters Score -1218802 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1219168.375000 Penalty: 4549.319336
	Iteration 2F: 3 clusters Score -1219168 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1219472.375000 Penalty: 4549.319336
	Iteration 3F: 3 clusters Score -1219472 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1219822.875000 Penalty: 4549.319336
	Iteration 4F: 3 clusters Score -1219823 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1220222.250000 Penalty: 4549.319336
	Iteration 5F: 3 clusters Score -1220222 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1220605.875000 Penalty: 4549.319336
	Iteration 6F: 3 clusters Score -1220606 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1220923.125000 Penalty: 4549.319336
	Iteration 7Q: 3 clusters Score -1220923 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1221191.750000 Penalty: 4549.319336
	Iteration 8Q: 3 clusters Score -1221192 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1221422.500000 Penalty: 4549.319336
	Iteration 9Q: 3 clusters Score -1221422 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1221636.625000 Penalty: 4549.319336
	Iteration 10Q: 3 clusters Score -1221637 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1221848.625000 Penalty: 4549.319336
	Iteration 11Q: 3 clusters Score -1221849 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1222024.375000 Penalty: 4549.319336
	Iteration 12Q: 3 clusters Score -1222024 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1222139.750000 Penalty: 4549.319336
	Iteration 13Q: 3 clusters Score -1222140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1222214.000000 Penalty: 4549.319336
	Iteration 14Q: 3 clusters Score -1222214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1222269.125000 Penalty: 4549.319336
	Iteration 15Q: 3 clusters Score -1222269 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1222299.250000 Penalty: 4549.319336
	Iteration 16Q: 3 clusters Score -1222299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1222323.375000 Penalty: 4549.319336
	Iteration 17Q: 3 clusters Score -1222323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1222343.875000 Penalty: 4549.319336
	Iteration 18Q: 3 clusters Score -1222344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1222362.375000 Penalty: 4549.319336
	Iteration 19Q: 3 clusters Score -1222362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1222379.000000 Penalty: 4549.319336
	Iteration 20F: 3 clusters Score -1222379 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1222398.500000 Penalty: 4549.319336
	Iteration 21Q: 3 clusters Score -1222398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1222411.000000 Penalty: 4549.319336
	Iteration 22Q: 3 clusters Score -1222411 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1222425.500000 Penalty: 4549.319336
	Iteration 23Q: 3 clusters Score -1222426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1222438.000000 Penalty: 4549.319336
	Iteration 24Q: 3 clusters Score -1222438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1222452.000000 Penalty: 4549.319336
	Iteration 25Q: 3 clusters Score -1222452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1222469.500000 Penalty: 4549.319336
	Iteration 26Q: 3 clusters Score -1222470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1222485.500000 Penalty: 4549.319336
	Iteration 27Q: 3 clusters Score -1222486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1222498.500000 Penalty: 4549.319336
	Iteration 28Q: 3 clusters Score -1222498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1222509.250000 Penalty: 4549.319336
	Iteration 29Q: 3 clusters Score -1222509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1222521.375000 Penalty: 4549.319336
	Iteration 30Q: 3 clusters Score -1222521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1222531.250000 Penalty: 4549.319336
	Iteration 31Q: 3 clusters Score -1222531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1222538.500000 Penalty: 4549.319336
	Iteration 32Q: 3 clusters Score -1222538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1222550.375000 Penalty: 4549.319336
	Iteration 33Q: 3 clusters Score -1222550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1222559.875000 Penalty: 4549.319336
	Iteration 34Q: 3 clusters Score -1222560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1222576.875000 Penalty: 4549.319336
	Iteration 35Q: 3 clusters Score -1222577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1222594.875000 Penalty: 4549.319336
	Iteration 36Q: 3 clusters Score -1222595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1222609.875000 Penalty: 4549.319336
	Iteration 37Q: 3 clusters Score -1222610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1222628.500000 Penalty: 4549.319336
	Iteration 38Q: 3 clusters Score -1222628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1222656.125000 Penalty: 4549.319336
	Iteration 39Q: 3 clusters Score -1222656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1222683.875000 Penalty: 4549.319336
	Iteration 40F: 3 clusters Score -1222684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1222717.875000 Penalty: 4549.319336
	Iteration 41Q: 3 clusters Score -1222718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1222757.125000 Penalty: 4549.319336
	Iteration 42Q: 3 clusters Score -1222757 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1222810.625000 Penalty: 4549.319336
	Iteration 43Q: 3 clusters Score -1222811 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1222877.750000 Penalty: 4549.319336
	Iteration 44Q: 3 clusters Score -1222878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1222975.750000 Penalty: 4549.319336
	Iteration 45Q: 3 clusters Score -1222976 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1223136.250000 Penalty: 4549.319336
	Iteration 46Q: 3 clusters Score -1223136 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1223372.375000 Penalty: 4549.319336
	Iteration 47Q: 3 clusters Score -1223372 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1223563.500000 Penalty: 4549.319336
	Iteration 48Q: 3 clusters Score -1223564 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1223660.500000 Penalty: 4549.319336
	Iteration 49Q: 3 clusters Score -1223660 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1223717.500000 Penalty: 4549.319336
	Iteration 50Q: 3 clusters Score -1223718 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1223762.250000 Penalty: 4549.319336
	Iteration 51Q: 3 clusters Score -1223762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1223786.375000 Penalty: 4549.319336
	Iteration 52Q: 3 clusters Score -1223786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1223800.000000 Penalty: 4549.319336
	Iteration 53Q: 3 clusters Score -1223800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1223813.250000 Penalty: 4549.319336
	Iteration 54Q: 3 clusters Score -1223813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1223818.375000 Penalty: 4549.319336
	Iteration 55Q: 3 clusters Score -1223818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1223822.125000 Penalty: 4549.319336
	Iteration 56Q: 3 clusters Score -1223822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1223830.125000 Penalty: 4549.319336
	Iteration 57Q: 3 clusters Score -1223830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1223831.625000 Penalty: 4549.319336
	Iteration 58Q: 3 clusters Score -1223832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1223837.875000 Penalty: 4549.319336
	Iteration 59Q: 3 clusters Score -1223838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1223848.375000 Penalty: 4549.319336
	Iteration 60F: 3 clusters Score -1223848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1223850.125000 Penalty: 4549.319336
	Iteration 61Q: 3 clusters Score -1223850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1223853.875000 Penalty: 4549.319336
	Iteration 62Q: 3 clusters Score -1223854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1223855.500000 Penalty: 4549.319336
	Iteration 63Q: 3 clusters Score -1223856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1223855.625000 Penalty: 4549.319336
	Iteration 64Q: 3 clusters Score -1223856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1223858.375000 Penalty: 4549.319336
	Iteration 65Q: 3 clusters Score -1223858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1223856.875000 Penalty: 4549.319336
	Iteration 66Q: 3 clusters Score -1223857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1223858.125000 Penalty: 4549.319336
	Iteration 67Q: 3 clusters Score -1223858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1223858.000000 Penalty: 4549.319336
	Iteration 68Q: 3 clusters Score -1223858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1223858.000000 Penalty: 4549.319336
	Iteration 69F: 3 clusters Score -1223858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Entering Unmasked Estep 
Score: -5762063.500000 Penalty: 2652.547363
	Iteration 0F: 2 clusters Score -5762064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -5732007.500000 Penalty: 5305.094727
	Iteration 0F: 3 clusters Score -5732008 nChanged 20490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -5743308.000000 Penalty: 5305.094727
	Iteration 1F: 3 clusters Score -5743308 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -5743870.000000 Penalty: 5305.094727
	Iteration 2Q: 3 clusters Score -5743870 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -5744459.500000 Penalty: 5305.094727
	Iteration 3Q: 3 clusters Score -5744460 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -5745546.000000 Penalty: 5305.094727
	Iteration 4Q: 3 clusters Score -5745546 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -5746983.000000 Penalty: 5305.094727
	Iteration 5F: 3 clusters Score -5746983 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -5749136.500000 Penalty: 5305.094727
	Iteration 6F: 3 clusters Score -5749136 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -5751973.000000 Penalty: 5305.094727
	Iteration 7F: 3 clusters Score -5751973 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -5755041.500000 Penalty: 5305.094727
	Iteration 8F: 3 clusters Score -5755042 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5757475.500000 Penalty: 5305.094727
	Iteration 9F: 3 clusters Score -5757476 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5758836.000000 Penalty: 5305.094727
	Iteration 10Q: 3 clusters Score -5758836 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5759380.000000 Penalty: 5305.094727
	Iteration 11Q: 3 clusters Score -5759380 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5759582.500000 Penalty: 5305.094727
	Iteration 12Q: 3 clusters Score -5759582 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5759659.500000 Penalty: 5305.094727
	Iteration 13Q: 3 clusters Score -5759660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5759718.500000 Penalty: 5305.094727
	Iteration 14Q: 3 clusters Score -5759718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5759756.000000 Penalty: 5305.094727
	Iteration 15Q: 3 clusters Score -5759756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5759783.000000 Penalty: 5305.094727
	Iteration 16Q: 3 clusters Score -5759783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5759789.000000 Penalty: 5305.094727
	Iteration 17Q: 3 clusters Score -5759789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5759798.000000 Penalty: 5305.094727
	Iteration 18Q: 3 clusters Score -5759798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5759807.500000 Penalty: 5305.094727
	Iteration 19Q: 3 clusters Score -5759808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5759815.000000 Penalty: 5305.094727
	Iteration 20F: 3 clusters Score -5759815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5759817.000000 Penalty: 5305.094727
	Iteration 21Q: 3 clusters Score -5759817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5759821.500000 Penalty: 5305.094727
	Iteration 22Q: 3 clusters Score -5759822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5759825.000000 Penalty: 5305.094727
	Iteration 23Q: 3 clusters Score -5759825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5759824.000000 Penalty: 5305.094727
	Iteration 24Q: 3 clusters Score -5759824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5759824.000000 Penalty: 5305.094727
	Iteration 25F: 3 clusters Score -5759824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -431122.781250 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -431122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -427718.312500 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -427718.3 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -428490.968750 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -428491 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -428685.375000 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -428685.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -428819.437500 Penalty: 4014.660400
	Iteration 3F: 3 clusters Score -428819.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -428920.000000 Penalty: 4014.660400
	Iteration 4Q: 3 clusters Score -428920 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -428997.437500 Penalty: 4014.660400
	Iteration 5Q: 3 clusters Score -428997.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -429067.343750 Penalty: 4014.660400
	Iteration 6Q: 3 clusters Score -429067.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -429150.656250 Penalty: 4014.660400
	Iteration 7Q: 3 clusters Score -429150.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -429240.687500 Penalty: 4014.660400
	Iteration 8Q: 3 clusters Score -429240.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -429346.593750 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -429346.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -429443.562500 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -429443.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -429553.687500 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -429553.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -429662.812500 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -429662.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -429792.468750 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -429792.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -429936.875000 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -429936.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -430081.281250 Penalty: 4014.660400
	Iteration 15Q: 3 clusters Score -430081.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -430208.250000 Penalty: 4014.660400
	Iteration 16Q: 3 clusters Score -430208.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -430313.718750 Penalty: 4014.660400
	Iteration 17Q: 3 clusters Score -430313.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -430407.218750 Penalty: 4014.660400
	Iteration 18Q: 3 clusters Score -430407.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -430530.750000 Penalty: 4014.660400
	Iteration 19Q: 3 clusters Score -430530.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -430751.281250 Penalty: 4014.660400
	Iteration 20F: 3 clusters Score -430751.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -431096.093750 Penalty: 4014.660400
	Iteration 21Q: 3 clusters Score -431096.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -431454.187500 Penalty: 4014.660400
	Iteration 22Q: 3 clusters Score -431454.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -431852.937500 Penalty: 4014.660400
	Iteration 23Q: 3 clusters Score -431852.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -432049.312500 Penalty: 4014.660400
	Iteration 24Q: 3 clusters Score -432049.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -432104.968750 Penalty: 4014.660400
	Iteration 25Q: 3 clusters Score -432105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -432118.281250 Penalty: 4014.660400
	Iteration 26Q: 3 clusters Score -432118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -432120.437500 Penalty: 4014.660400
	Iteration 27Q: 3 clusters Score -432120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -432122.406250 Penalty: 4014.660400
	Iteration 28Q: 3 clusters Score -432122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -432122.406250 Penalty: 4014.660400
	Iteration 29F: 3 clusters Score -432122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187094 members 
Mstep: Class 2 contains 40559 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9624 members 
Mstep: Class 6 contains 44168 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 13005 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 192469 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22550 members 
Mstep: Class 14 contains 162646 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 195322 members 
Mstep: Class 18 contains 170736 members 
Mstep: Class 21 contains 37590 members 
Mstep: Class 23 contains 5711 members 
Entering Unmasked Estep 
Score: -144350032.000000 Penalty: 68977.492188
Splitting cluster 7 changes total score from -144350672.000000 to -144350032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (13005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Entering Unmasked Estep 
Score: -1736812.000000 Penalty: 2349.326172
	Iteration 0F: 2 clusters Score -1736812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1727212.375000 Penalty: 4698.652344
	Iteration 0F: 3 clusters Score -1727212 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1730162.625000 Penalty: 4698.652344
	Iteration 1F: 3 clusters Score -1730163 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1730522.250000 Penalty: 4698.652344
	Iteration 2F: 3 clusters Score -1730522 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1730823.000000 Penalty: 4698.652344
	Iteration 3Q: 3 clusters Score -1730823 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1731132.625000 Penalty: 4698.652344
	Iteration 4Q: 3 clusters Score -1731133 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1731478.750000 Penalty: 4698.652344
	Iteration 5Q: 3 clusters Score -1731479 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1731839.750000 Penalty: 4698.652344
	Iteration 6Q: 3 clusters Score -1731840 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1732193.875000 Penalty: 4698.652344
	Iteration 7Q: 3 clusters Score -1732194 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1732543.375000 Penalty: 4698.652344
	Iteration 8Q: 3 clusters Score -1732543 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1732874.500000 Penalty: 4698.652344
	Iteration 9Q: 3 clusters Score -1732874 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1733155.000000 Penalty: 4698.652344
	Iteration 10Q: 3 clusters Score -1733155 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1733383.625000 Penalty: 4698.652344
	Iteration 11Q: 3 clusters Score -1733384 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1733552.875000 Penalty: 4698.652344
	Iteration 12Q: 3 clusters Score -1733553 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1733704.000000 Penalty: 4698.652344
	Iteration 13Q: 3 clusters Score -1733704 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1733821.750000 Penalty: 4698.652344
	Iteration 14Q: 3 clusters Score -1733822 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1733901.375000 Penalty: 4698.652344
	Iteration 15Q: 3 clusters Score -1733901 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1733968.000000 Penalty: 4698.652344
	Iteration 16Q: 3 clusters Score -1733968 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1734012.750000 Penalty: 4698.652344
	Iteration 17Q: 3 clusters Score -1734013 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1734042.625000 Penalty: 4698.652344
	Iteration 18Q: 3 clusters Score -1734043 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1734069.750000 Penalty: 4698.652344
	Iteration 19Q: 3 clusters Score -1734070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1734092.500000 Penalty: 4698.652344
	Iteration 20F: 3 clusters Score -1734092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1734111.125000 Penalty: 4698.652344
	Iteration 21Q: 3 clusters Score -1734111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1734119.500000 Penalty: 4698.652344
	Iteration 22Q: 3 clusters Score -1734120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1734133.500000 Penalty: 4698.652344
	Iteration 23Q: 3 clusters Score -1734134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1734137.750000 Penalty: 4698.652344
	Iteration 24Q: 3 clusters Score -1734138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1734152.750000 Penalty: 4698.652344
	Iteration 25Q: 3 clusters Score -1734153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1734150.875000 Penalty: 4698.652344
	Iteration 26Q: 3 clusters Score -1734151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1734151.375000 Penalty: 4698.652344
	Iteration 27Q: 3 clusters Score -1734151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1734159.250000 Penalty: 4698.652344
	Iteration 28Q: 3 clusters Score -1734159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1734165.750000 Penalty: 4698.652344
	Iteration 29Q: 3 clusters Score -1734166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1734174.375000 Penalty: 4698.652344
	Iteration 30Q: 3 clusters Score -1734174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1734178.375000 Penalty: 4698.652344
	Iteration 31Q: 3 clusters Score -1734178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1734185.875000 Penalty: 4698.652344
	Iteration 32Q: 3 clusters Score -1734186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1734187.500000 Penalty: 4698.652344
	Iteration 33Q: 3 clusters Score -1734188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1734187.375000 Penalty: 4698.652344
	Iteration 34Q: 3 clusters Score -1734187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1734187.750000 Penalty: 4698.652344
	Iteration 35Q: 3 clusters Score -1734188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1734188.250000 Penalty: 4698.652344
	Iteration 36Q: 3 clusters Score -1734188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1734193.500000 Penalty: 4698.652344
	Iteration 37Q: 3 clusters Score -1734194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1734189.500000 Penalty: 4698.652344
	Iteration 38Q: 3 clusters Score -1734190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1734190.625000 Penalty: 4698.652344
	Iteration 39Q: 3 clusters Score -1734191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1734193.125000 Penalty: 4698.652344
	Iteration 40F: 3 clusters Score -1734193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1734193.500000 Penalty: 4698.652344
	Iteration 41Q: 3 clusters Score -1734194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1734193.625000 Penalty: 4698.652344
	Iteration 42Q: 3 clusters Score -1734194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1734193.625000 Penalty: 4698.652344
	Iteration 43Q: 3 clusters Score -1734194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1734194.125000 Penalty: 4698.652344
	Iteration 44Q: 3 clusters Score -1734194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1734195.750000 Penalty: 4698.652344
	Iteration 45Q: 3 clusters Score -1734196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1734200.625000 Penalty: 4698.652344
	Iteration 46Q: 3 clusters Score -1734201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1734200.875000 Penalty: 4698.652344
	Iteration 47Q: 3 clusters Score -1734201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1734203.625000 Penalty: 4698.652344
	Iteration 48Q: 3 clusters Score -1734204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1734203.875000 Penalty: 4698.652344
	Iteration 49Q: 3 clusters Score -1734204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1734204.625000 Penalty: 4698.652344
	Iteration 50Q: 3 clusters Score -1734205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1734206.125000 Penalty: 4698.652344
	Iteration 51Q: 3 clusters Score -1734206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1734205.000000 Penalty: 4698.652344
	Iteration 52Q: 3 clusters Score -1734205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1734204.750000 Penalty: 4698.652344
	Iteration 53Q: 3 clusters Score -1734205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1734204.750000 Penalty: 4698.652344
	Iteration 54F: 3 clusters Score -1734205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -84344.312500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -84344.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82728.773438 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -82728.77 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83293.960938 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -83293.96 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83799.679688 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -83799.68 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83988.679688 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -83988.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84082.531250 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -84082.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -84128.304688 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -84128.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84155.882812 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -84155.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -84176.687500 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -84176.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84202.898438 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -84202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84219.742188 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -84219.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84225.796875 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -84225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84234.406250 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -84234.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -84234.757812 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -84234.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -84234.757812 Penalty: 3267.424805
	Iteration 13F: 3 clusters Score -84234.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Entering Unmasked Estep 
Score: -466391.250000 Penalty: 2033.807617
	Iteration 0F: 2 clusters Score -466391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -462720.187500 Penalty: 4067.615234
	Iteration 0F: 3 clusters Score -462720.2 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -463646.156250 Penalty: 4067.615234
	Iteration 1F: 3 clusters Score -463646.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -463993.218750 Penalty: 4067.615234
	Iteration 2F: 3 clusters Score -463993.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -464228.125000 Penalty: 4067.615234
	Iteration 3F: 3 clusters Score -464228.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -464409.156250 Penalty: 4067.615234
	Iteration 4F: 3 clusters Score -464409.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -464559.593750 Penalty: 4067.615234
	Iteration 5F: 3 clusters Score -464559.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -464670.093750 Penalty: 4067.615234
	Iteration 6Q: 3 clusters Score -464670.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -464742.875000 Penalty: 4067.615234
	Iteration 7Q: 3 clusters Score -464742.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -464801.281250 Penalty: 4067.615234
	Iteration 8Q: 3 clusters Score -464801.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -464842.062500 Penalty: 4067.615234
	Iteration 9Q: 3 clusters Score -464842.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -464867.531250 Penalty: 4067.615234
	Iteration 10Q: 3 clusters Score -464867.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -464887.531250 Penalty: 4067.615234
	Iteration 11Q: 3 clusters Score -464887.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -464900.593750 Penalty: 4067.615234
	Iteration 12Q: 3 clusters Score -464900.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -464915.781250 Penalty: 4067.615234
	Iteration 13Q: 3 clusters Score -464915.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -464923.218750 Penalty: 4067.615234
	Iteration 14Q: 3 clusters Score -464923.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -464927.875000 Penalty: 4067.615234
	Iteration 15Q: 3 clusters Score -464927.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -464933.531250 Penalty: 4067.615234
	Iteration 16Q: 3 clusters Score -464933.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -464939.125000 Penalty: 4067.615234
	Iteration 17Q: 3 clusters Score -464939.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -464944.187500 Penalty: 4067.615234
	Iteration 18Q: 3 clusters Score -464944.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -464949.187500 Penalty: 4067.615234
	Iteration 19Q: 3 clusters Score -464949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -464952.125000 Penalty: 4067.615234
	Iteration 20F: 3 clusters Score -464952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -464955.218750 Penalty: 4067.615234
	Iteration 21Q: 3 clusters Score -464955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -464955.343750 Penalty: 4067.615234
	Iteration 22Q: 3 clusters Score -464955.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -464955.343750 Penalty: 4067.615234
	Iteration 23F: 3 clusters Score -464955.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (192469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192469 members 
Entering Unmasked Estep 
Score: -25861282.000000 Penalty: 3017.587158
	Iteration 0F: 2 clusters Score -2.586128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 96377 members 
Entering Unmasked Estep 
Score: -25737134.000000 Penalty: 6035.174316
	Iteration 0F: 3 clusters Score -2.573713e+07 nChanged 92456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 97981 members 
Entering Unmasked Estep 
Score: -25791936.000000 Penalty: 6035.174316
	Iteration 1F: 3 clusters Score -2.579194e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 98851 members 
Entering Unmasked Estep 
Score: -25793398.000000 Penalty: 6035.174316
	Iteration 2Q: 3 clusters Score -2.57934e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -25795522.000000 Penalty: 6035.174316
	Iteration 3Q: 3 clusters Score -2.579552e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 102102 members 
Entering Unmasked Estep 
Score: -25798568.000000 Penalty: 6035.174316
	Iteration 4Q: 3 clusters Score -2.579857e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 105012 members 
Entering Unmasked Estep 
Score: -25802720.000000 Penalty: 6035.174316
	Iteration 5Q: 3 clusters Score -2.580272e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 109027 members 
Entering Unmasked Estep 
Score: -25809338.000000 Penalty: 6035.174316
	Iteration 6F: 3 clusters Score -2.580934e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -25817794.000000 Penalty: 6035.174316
	Iteration 7F: 3 clusters Score -2.581779e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 118317 members 
Entering Unmasked Estep 
Score: -25827880.000000 Penalty: 6035.174316
	Iteration 8F: 3 clusters Score -2.582788e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 121946 members 
Entering Unmasked Estep 
Score: -25834726.000000 Penalty: 6035.174316
	Iteration 9F: 3 clusters Score -2.583473e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 124792 members 
Entering Unmasked Estep 
Score: -25838074.000000 Penalty: 6035.174316
	Iteration 10Q: 3 clusters Score -2.583807e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 127336 members 
Entering Unmasked Estep 
Score: -25839616.000000 Penalty: 6035.174316
	Iteration 11Q: 3 clusters Score -2.583962e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -25840586.000000 Penalty: 6035.174316
	Iteration 12Q: 3 clusters Score -2.584059e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 132309 members 
Entering Unmasked Estep 
Score: -25841690.000000 Penalty: 6035.174316
	Iteration 13Q: 3 clusters Score -2.584169e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 134915 members 
Entering Unmasked Estep 
Score: -25842968.000000 Penalty: 6035.174316
	Iteration 14Q: 3 clusters Score -2.584297e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 137611 members 
Entering Unmasked Estep 
Score: -25844584.000000 Penalty: 6035.174316
	Iteration 15Q: 3 clusters Score -2.584458e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 140297 members 
Entering Unmasked Estep 
Score: -25846140.000000 Penalty: 6035.174316
	Iteration 16Q: 3 clusters Score -2.584614e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 142854 members 
Entering Unmasked Estep 
Score: -25847690.000000 Penalty: 6035.174316
	Iteration 17Q: 3 clusters Score -2.584769e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 145283 members 
Entering Unmasked Estep 
Score: -25849402.000000 Penalty: 6035.174316
	Iteration 18Q: 3 clusters Score -2.58494e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 147678 members 
Entering Unmasked Estep 
Score: -25851052.000000 Penalty: 6035.174316
	Iteration 19Q: 3 clusters Score -2.585105e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
Score: -25852240.000000 Penalty: 6035.174316
	Iteration 20F: 3 clusters Score -2.585224e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 151752 members 
Entering Unmasked Estep 
Score: -25853422.000000 Penalty: 6035.174316
	Iteration 21Q: 3 clusters Score -2.585342e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 153458 members 
Entering Unmasked Estep 
Score: -25854096.000000 Penalty: 6035.174316
	Iteration 22Q: 3 clusters Score -2.58541e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 154980 members 
Entering Unmasked Estep 
Score: -25854746.000000 Penalty: 6035.174316
	Iteration 23Q: 3 clusters Score -2.585475e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 156420 members 
Entering Unmasked Estep 
Score: -25855232.000000 Penalty: 6035.174316
	Iteration 24Q: 3 clusters Score -2.585523e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 157853 members 
Entering Unmasked Estep 
Score: -25855494.000000 Penalty: 6035.174316
	Iteration 25Q: 3 clusters Score -2.585549e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 159214 members 
Entering Unmasked Estep 
Score: -25855632.000000 Penalty: 6035.174316
	Iteration 26Q: 3 clusters Score -2.585563e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 160518 members 
Entering Unmasked Estep 
Score: -25855828.000000 Penalty: 6035.174316
	Iteration 27Q: 3 clusters Score -2.585583e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 161841 members 
Entering Unmasked Estep 
Score: -25856032.000000 Penalty: 6035.174316
	Iteration 28Q: 3 clusters Score -2.585603e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 163142 members 
Entering Unmasked Estep 
Score: -25856022.000000 Penalty: 6035.174316
	Iteration 29Q: 3 clusters Score -2.585602e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 164461 members 
Entering Unmasked Estep 
Score: -25856170.000000 Penalty: 6035.174316
	Iteration 30Q: 3 clusters Score -2.585617e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 165758 members 
Entering Unmasked Estep 
Score: -25856276.000000 Penalty: 6035.174316
	Iteration 31Q: 3 clusters Score -2.585628e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 167071 members 
Entering Unmasked Estep 
Score: -25856220.000000 Penalty: 6035.174316
	Iteration 32Q: 3 clusters Score -2.585622e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 168409 members 
Entering Unmasked Estep 
Score: -25856264.000000 Penalty: 6035.174316
	Iteration 33Q: 3 clusters Score -2.585626e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 169782 members 
Entering Unmasked Estep 
Score: -25856316.000000 Penalty: 6035.174316
	Iteration 34Q: 3 clusters Score -2.585632e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 171147 members 
Entering Unmasked Estep 
Score: -25856320.000000 Penalty: 6035.174316
	Iteration 35Q: 3 clusters Score -2.585632e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 172561 members 
Entering Unmasked Estep 
Score: -25856370.000000 Penalty: 6035.174316
	Iteration 36Q: 3 clusters Score -2.585637e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 174006 members 
Entering Unmasked Estep 
Score: -25856498.000000 Penalty: 6035.174316
	Iteration 37Q: 3 clusters Score -2.58565e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 175457 members 
Entering Unmasked Estep 
Score: -25856634.000000 Penalty: 6035.174316
	Iteration 38Q: 3 clusters Score -2.585663e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 176894 members 
Entering Unmasked Estep 
Score: -25856850.000000 Penalty: 6035.174316
	Iteration 39Q: 3 clusters Score -2.585685e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 178309 members 
Entering Unmasked Estep 
Score: -25857038.000000 Penalty: 6035.174316
	Iteration 40F: 3 clusters Score -2.585704e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -25857136.000000 Penalty: 6035.174316
	Iteration 41Q: 3 clusters Score -2.585714e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 181065 members 
Entering Unmasked Estep 
Score: -25857390.000000 Penalty: 6035.174316
	Iteration 42Q: 3 clusters Score -2.585739e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -25857720.000000 Penalty: 6035.174316
	Iteration 43Q: 3 clusters Score -2.585772e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 183478 members 
Entering Unmasked Estep 
Score: -25857766.000000 Penalty: 6035.174316
	Iteration 44Q: 3 clusters Score -2.585777e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 184559 members 
Entering Unmasked Estep 
Score: -25858116.000000 Penalty: 6035.174316
	Iteration 45Q: 3 clusters Score -2.585812e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 185531 members 
Entering Unmasked Estep 
Score: -25858128.000000 Penalty: 6035.174316
	Iteration 46Q: 3 clusters Score -2.585813e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 186409 members 
Entering Unmasked Estep 
Score: -25858314.000000 Penalty: 6035.174316
	Iteration 47Q: 3 clusters Score -2.585831e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 187221 members 
Entering Unmasked Estep 
Score: -25858376.000000 Penalty: 6035.174316
	Iteration 48Q: 3 clusters Score -2.585838e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 187902 members 
Entering Unmasked Estep 
Score: -25858492.000000 Penalty: 6035.174316
	Iteration 49Q: 3 clusters Score -2.585849e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 188464 members 
Entering Unmasked Estep 
Score: -25858652.000000 Penalty: 6035.174316
	Iteration 50Q: 3 clusters Score -2.585865e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 188950 members 
Entering Unmasked Estep 
Score: -25858802.000000 Penalty: 6035.174316
	Iteration 51Q: 3 clusters Score -2.58588e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 189350 members 
Entering Unmasked Estep 
Score: -25858808.000000 Penalty: 6035.174316
	Iteration 52Q: 3 clusters Score -2.585881e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 189663 members 
Entering Unmasked Estep 
Score: -25858900.000000 Penalty: 6035.174316
	Iteration 53Q: 3 clusters Score -2.58589e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 189917 members 
Entering Unmasked Estep 
Score: -25859040.000000 Penalty: 6035.174316
	Iteration 54Q: 3 clusters Score -2.585904e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 190127 members 
Entering Unmasked Estep 
Score: -25859090.000000 Penalty: 6035.174316
	Iteration 55Q: 3 clusters Score -2.585909e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 190306 members 
Entering Unmasked Estep 
Score: -25859128.000000 Penalty: 6035.174316
	Iteration 56Q: 3 clusters Score -2.585913e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 190430 members 
Entering Unmasked Estep 
Score: -25859156.000000 Penalty: 6035.174316
	Iteration 57Q: 3 clusters Score -2.585916e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 190535 members 
Entering Unmasked Estep 
Score: -25859164.000000 Penalty: 6035.174316
	Iteration 58Q: 3 clusters Score -2.585916e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 190623 members 
Entering Unmasked Estep 
Score: -25859216.000000 Penalty: 6035.174316
	Iteration 59Q: 3 clusters Score -2.585922e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 190690 members 
Entering Unmasked Estep 
Score: -25859212.000000 Penalty: 6035.174316
	Iteration 60F: 3 clusters Score -2.585921e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 190741 members 
Entering Unmasked Estep 
Score: -25859214.000000 Penalty: 6035.174316
	Iteration 61Q: 3 clusters Score -2.585921e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 190778 members 
Entering Unmasked Estep 
Score: -25859232.000000 Penalty: 6035.174316
	Iteration 62Q: 3 clusters Score -2.585923e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 190816 members 
Entering Unmasked Estep 
Score: -25859250.000000 Penalty: 6035.174316
	Iteration 63Q: 3 clusters Score -2.585925e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 190847 members 
Entering Unmasked Estep 
Score: -25859246.000000 Penalty: 6035.174316
	Iteration 64Q: 3 clusters Score -2.585925e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 190869 members 
Entering Unmasked Estep 
Score: -25859276.000000 Penalty: 6035.174316
	Iteration 65Q: 3 clusters Score -2.585928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 190895 members 
Entering Unmasked Estep 
Score: -25859276.000000 Penalty: 6035.174316
	Iteration 66Q: 3 clusters Score -2.585928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 190905 members 
Entering Unmasked Estep 
Score: -25859274.000000 Penalty: 6035.174316
	Iteration 67Q: 3 clusters Score -2.585927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 190909 members 
Entering Unmasked Estep 
Score: -25859268.000000 Penalty: 6035.174316
	Iteration 68Q: 3 clusters Score -2.585927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 190914 members 
Entering Unmasked Estep 
Score: -25859264.000000 Penalty: 6035.174316
	Iteration 69Q: 3 clusters Score -2.585926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 190918 members 
Entering Unmasked Estep 
Score: -25859278.000000 Penalty: 6035.174316
	Iteration 70Q: 3 clusters Score -2.585928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 190924 members 
Entering Unmasked Estep 
Score: -25859270.000000 Penalty: 6035.174316
	Iteration 71Q: 3 clusters Score -2.585927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 190932 members 
Entering Unmasked Estep 
Score: -25859286.000000 Penalty: 6035.174316
	Iteration 72Q: 3 clusters Score -2.585929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 190935 members 
Entering Unmasked Estep 
Score: -25859276.000000 Penalty: 6035.174316
	Iteration 73Q: 3 clusters Score -2.585928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 190941 members 
Entering Unmasked Estep 
Score: -25859250.000000 Penalty: 6035.174316
	Iteration 74Q: 3 clusters Score -2.585925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 190951 members 
Entering Unmasked Estep 
Score: -25859274.000000 Penalty: 6035.174316
	Iteration 75Q: 3 clusters Score -2.585927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 190957 members 
Entering Unmasked Estep 
Score: -25859296.000000 Penalty: 6035.174316
	Iteration 76Q: 3 clusters Score -2.58593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 190972 members 
Entering Unmasked Estep 
Score: -25859300.000000 Penalty: 6035.174316
	Iteration 77Q: 3 clusters Score -2.58593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 190979 members 
Entering Unmasked Estep 
Score: -25859308.000000 Penalty: 6035.174316
	Iteration 78Q: 3 clusters Score -2.585931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 190984 members 
Entering Unmasked Estep 
Score: -25859302.000000 Penalty: 6035.174316
	Iteration 79Q: 3 clusters Score -2.58593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 190987 members 
Entering Unmasked Estep 
Score: -25859310.000000 Penalty: 6035.174316
	Iteration 80F: 3 clusters Score -2.585931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 190990 members 
Entering Unmasked Estep 
Score: -25859320.000000 Penalty: 6035.174316
	Iteration 81Q: 3 clusters Score -2.585932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 190990 members 
Entering Unmasked Estep 
Score: -25859320.000000 Penalty: 6035.174316
	Iteration 82F: 3 clusters Score -2.585932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -114391.210938 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -114391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112514.406250 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -112514.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112779.296875 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -112779.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112882.023438 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -112882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112927.734375 Penalty: 3375.088867
	Iteration 3Q: 3 clusters Score -112927.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112968.921875 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -112968.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113017.171875 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -113017.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113088.148438 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -113088.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113207.140625 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -113207.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -113380.828125 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -113380.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113426.140625 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -113426.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113456.054688 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -113456.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113487.140625 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -113487.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -113524.476562 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -113524.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -113562.867188 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -113562.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113587.093750 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -113587.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -113612.281250 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -113612.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -113631.890625 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -113631.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113648.031250 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -113648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -113663.296875 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -113663.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -113687.921875 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -113687.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -113708.359375 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -113708.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -113751.515625 Penalty: 3375.088867
	Iteration 21Q: 3 clusters Score -113751.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -113776.640625 Penalty: 3375.088867
	Iteration 22Q: 3 clusters Score -113776.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -113794.718750 Penalty: 3375.088867
	Iteration 23Q: 3 clusters Score -113794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -113799.460938 Penalty: 3375.088867
	Iteration 24Q: 3 clusters Score -113799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -113803.273438 Penalty: 3375.088867
	Iteration 25Q: 3 clusters Score -113803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -113807.703125 Penalty: 3375.088867
	Iteration 26Q: 3 clusters Score -113807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -113809.625000 Penalty: 3375.088867
	Iteration 27Q: 3 clusters Score -113809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -113809.625000 Penalty: 3375.088867
	Iteration 28F: 3 clusters Score -113809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Entering Unmasked Estep 
Score: -3011024.000000 Penalty: 2485.825439
	Iteration 0F: 2 clusters Score -3011024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2995352.750000 Penalty: 4971.650879
	Iteration 0F: 3 clusters Score -2995353 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3000916.000000 Penalty: 4971.650879
	Iteration 1F: 3 clusters Score -3000916 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3001461.250000 Penalty: 4971.650879
	Iteration 2F: 3 clusters Score -3001461 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3001951.000000 Penalty: 4971.650879
	Iteration 3Q: 3 clusters Score -3001951 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3002502.000000 Penalty: 4971.650879
	Iteration 4Q: 3 clusters Score -3002502 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3003076.250000 Penalty: 4971.650879
	Iteration 5F: 3 clusters Score -3003076 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3003745.000000 Penalty: 4971.650879
	Iteration 6F: 3 clusters Score -3003745 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3004510.750000 Penalty: 4971.650879
	Iteration 7F: 3 clusters Score -3004511 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3005473.250000 Penalty: 4971.650879
	Iteration 8F: 3 clusters Score -3005473 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3006327.250000 Penalty: 4971.650879
	Iteration 9Q: 3 clusters Score -3006327 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3006938.250000 Penalty: 4971.650879
	Iteration 10Q: 3 clusters Score -3006938 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3007311.500000 Penalty: 4971.650879
	Iteration 11Q: 3 clusters Score -3007312 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3007530.250000 Penalty: 4971.650879
	Iteration 12Q: 3 clusters Score -3007530 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3007708.500000 Penalty: 4971.650879
	Iteration 13Q: 3 clusters Score -3007708 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3007830.000000 Penalty: 4971.650879
	Iteration 14Q: 3 clusters Score -3007830 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3007944.000000 Penalty: 4971.650879
	Iteration 15Q: 3 clusters Score -3007944 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3008022.500000 Penalty: 4971.650879
	Iteration 16Q: 3 clusters Score -3008022 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3008097.250000 Penalty: 4971.650879
	Iteration 17Q: 3 clusters Score -3008097 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3008171.750000 Penalty: 4971.650879
	Iteration 18Q: 3 clusters Score -3008172 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -3008228.750000 Penalty: 4971.650879
	Iteration 19Q: 3 clusters Score -3008229 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3008274.000000 Penalty: 4971.650879
	Iteration 20F: 3 clusters Score -3008274 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3008327.000000 Penalty: 4971.650879
	Iteration 21Q: 3 clusters Score -3008327 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3008370.000000 Penalty: 4971.650879
	Iteration 22Q: 3 clusters Score -3008370 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3008403.750000 Penalty: 4971.650879
	Iteration 23Q: 3 clusters Score -3008404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3008448.500000 Penalty: 4971.650879
	Iteration 24Q: 3 clusters Score -3008448 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3008494.000000 Penalty: 4971.650879
	Iteration 25Q: 3 clusters Score -3008494 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3008526.500000 Penalty: 4971.650879
	Iteration 26Q: 3 clusters Score -3008526 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3008561.750000 Penalty: 4971.650879
	Iteration 27Q: 3 clusters Score -3008562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3008597.000000 Penalty: 4971.650879
	Iteration 28Q: 3 clusters Score -3008597 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3008626.750000 Penalty: 4971.650879
	Iteration 29Q: 3 clusters Score -3008627 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3008674.500000 Penalty: 4971.650879
	Iteration 30Q: 3 clusters Score -3008674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3008692.500000 Penalty: 4971.650879
	Iteration 31Q: 3 clusters Score -3008692 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3008716.500000 Penalty: 4971.650879
	Iteration 32Q: 3 clusters Score -3008716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3008740.250000 Penalty: 4971.650879
	Iteration 33Q: 3 clusters Score -3008740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3008757.000000 Penalty: 4971.650879
	Iteration 34Q: 3 clusters Score -3008757 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3008771.000000 Penalty: 4971.650879
	Iteration 35Q: 3 clusters Score -3008771 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3008791.750000 Penalty: 4971.650879
	Iteration 36Q: 3 clusters Score -3008792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3008813.000000 Penalty: 4971.650879
	Iteration 37Q: 3 clusters Score -3008813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3008824.250000 Penalty: 4971.650879
	Iteration 38Q: 3 clusters Score -3008824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3008853.250000 Penalty: 4971.650879
	Iteration 39Q: 3 clusters Score -3008853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3008871.500000 Penalty: 4971.650879
	Iteration 40F: 3 clusters Score -3008872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3008898.750000 Penalty: 4971.650879
	Iteration 41Q: 3 clusters Score -3008899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3008913.750000 Penalty: 4971.650879
	Iteration 42Q: 3 clusters Score -3008914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3008940.500000 Penalty: 4971.650879
	Iteration 43Q: 3 clusters Score -3008940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3008940.250000 Penalty: 4971.650879
	Iteration 44Q: 3 clusters Score -3008940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3008956.750000 Penalty: 4971.650879
	Iteration 45Q: 3 clusters Score -3008957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3008971.750000 Penalty: 4971.650879
	Iteration 46Q: 3 clusters Score -3008972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3008980.500000 Penalty: 4971.650879
	Iteration 47Q: 3 clusters Score -3008980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3009004.000000 Penalty: 4971.650879
	Iteration 48Q: 3 clusters Score -3009004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3009013.500000 Penalty: 4971.650879
	Iteration 49Q: 3 clusters Score -3009014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3009020.750000 Penalty: 4971.650879
	Iteration 50Q: 3 clusters Score -3009021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3009023.750000 Penalty: 4971.650879
	Iteration 51Q: 3 clusters Score -3009024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3009033.500000 Penalty: 4971.650879
	Iteration 52Q: 3 clusters Score -3009034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3009054.000000 Penalty: 4971.650879
	Iteration 53Q: 3 clusters Score -3009054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3009061.750000 Penalty: 4971.650879
	Iteration 54Q: 3 clusters Score -3009062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3009068.250000 Penalty: 4971.650879
	Iteration 55Q: 3 clusters Score -3009068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3009072.250000 Penalty: 4971.650879
	Iteration 56Q: 3 clusters Score -3009072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3009076.500000 Penalty: 4971.650879
	Iteration 57Q: 3 clusters Score -3009076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3009080.000000 Penalty: 4971.650879
	Iteration 58Q: 3 clusters Score -3009080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3009087.500000 Penalty: 4971.650879
	Iteration 59Q: 3 clusters Score -3009088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3009085.250000 Penalty: 4971.650879
	Iteration 60F: 3 clusters Score -3009085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3009090.250000 Penalty: 4971.650879
	Iteration 61Q: 3 clusters Score -3009090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3009094.250000 Penalty: 4971.650879
	Iteration 62Q: 3 clusters Score -3009094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3009090.250000 Penalty: 4971.650879
	Iteration 63Q: 3 clusters Score -3009090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3009091.000000 Penalty: 4971.650879
	Iteration 64Q: 3 clusters Score -3009091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3009087.750000 Penalty: 4971.650879
	Iteration 65Q: 3 clusters Score -3009088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3009087.750000 Penalty: 4971.650879
	Iteration 66F: 3 clusters Score -3009088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162646 members 
Entering Unmasked Estep 
Score: -21811638.000000 Penalty: 2975.834229
	Iteration 0F: 2 clusters Score -2.181164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -21703664.000000 Penalty: 5951.668457
	Iteration 0F: 3 clusters Score -2.170366e+07 nChanged 77870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79442 members 
Mstep: Class 2 contains 83204 members 
Entering Unmasked Estep 
Score: -21749182.000000 Penalty: 5951.668457
	Iteration 1F: 3 clusters Score -2.174918e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 84473 members 
Entering Unmasked Estep 
Score: -21750472.000000 Penalty: 5951.668457
	Iteration 2Q: 3 clusters Score -2.175047e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76274 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -21752128.000000 Penalty: 5951.668457
	Iteration 3Q: 3 clusters Score -2.175213e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -21754700.000000 Penalty: 5951.668457
	Iteration 4Q: 3 clusters Score -2.17547e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -21758360.000000 Penalty: 5951.668457
	Iteration 5Q: 3 clusters Score -2.175836e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 97128 members 
Entering Unmasked Estep 
Score: -21762920.000000 Penalty: 5951.668457
	Iteration 6Q: 3 clusters Score -2.176292e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 102690 members 
Entering Unmasked Estep 
Score: -21768600.000000 Penalty: 5951.668457
	Iteration 7F: 3 clusters Score -2.17686e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 109005 members 
Entering Unmasked Estep 
Score: -21774648.000000 Penalty: 5951.668457
	Iteration 8F: 3 clusters Score -2.177465e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -21780480.000000 Penalty: 5951.668457
	Iteration 9F: 3 clusters Score -2.178048e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 122223 members 
Entering Unmasked Estep 
Score: -21785728.000000 Penalty: 5951.668457
	Iteration 10Q: 3 clusters Score -2.178573e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 128484 members 
Entering Unmasked Estep 
Score: -21790110.000000 Penalty: 5951.668457
	Iteration 11Q: 3 clusters Score -2.179011e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 134360 members 
Entering Unmasked Estep 
Score: -21793924.000000 Penalty: 5951.668457
	Iteration 12Q: 3 clusters Score -2.179392e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 139738 members 
Entering Unmasked Estep 
Score: -21797162.000000 Penalty: 5951.668457
	Iteration 13Q: 3 clusters Score -2.179716e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -21800164.000000 Penalty: 5951.668457
	Iteration 14Q: 3 clusters Score -2.180016e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 148911 members 
Entering Unmasked Estep 
Score: -21802560.000000 Penalty: 5951.668457
	Iteration 15Q: 3 clusters Score -2.180256e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 152437 members 
Entering Unmasked Estep 
Score: -21804566.000000 Penalty: 5951.668457
	Iteration 16Q: 3 clusters Score -2.180457e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 155219 members 
Entering Unmasked Estep 
Score: -21805984.000000 Penalty: 5951.668457
	Iteration 17Q: 3 clusters Score -2.180598e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 157238 members 
Entering Unmasked Estep 
Score: -21807016.000000 Penalty: 5951.668457
	Iteration 18Q: 3 clusters Score -2.180702e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 158644 members 
Entering Unmasked Estep 
Score: -21807738.000000 Penalty: 5951.668457
	Iteration 19Q: 3 clusters Score -2.180774e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 159641 members 
Entering Unmasked Estep 
Score: -21808214.000000 Penalty: 5951.668457
	Iteration 20F: 3 clusters Score -2.180821e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 160275 members 
Entering Unmasked Estep 
Score: -21808548.000000 Penalty: 5951.668457
	Iteration 21Q: 3 clusters Score -2.180855e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 160721 members 
Entering Unmasked Estep 
Score: -21808738.000000 Penalty: 5951.668457
	Iteration 22Q: 3 clusters Score -2.180874e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 160990 members 
Entering Unmasked Estep 
Score: -21808864.000000 Penalty: 5951.668457
	Iteration 23Q: 3 clusters Score -2.180886e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -21809008.000000 Penalty: 5951.668457
	Iteration 24Q: 3 clusters Score -2.180901e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 161333 members 
Entering Unmasked Estep 
Score: -21809104.000000 Penalty: 5951.668457
	Iteration 25Q: 3 clusters Score -2.18091e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 161434 members 
Entering Unmasked Estep 
Score: -21809148.000000 Penalty: 5951.668457
	Iteration 26Q: 3 clusters Score -2.180915e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 161510 members 
Entering Unmasked Estep 
Score: -21809172.000000 Penalty: 5951.668457
	Iteration 27Q: 3 clusters Score -2.180917e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 161559 members 
Entering Unmasked Estep 
Score: -21809204.000000 Penalty: 5951.668457
	Iteration 28Q: 3 clusters Score -2.18092e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 161594 members 
Entering Unmasked Estep 
Score: -21809210.000000 Penalty: 5951.668457
	Iteration 29Q: 3 clusters Score -2.180921e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -21809216.000000 Penalty: 5951.668457
	Iteration 30Q: 3 clusters Score -2.180922e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 161660 members 
Entering Unmasked Estep 
Score: -21809224.000000 Penalty: 5951.668457
	Iteration 31Q: 3 clusters Score -2.180922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 161686 members 
Entering Unmasked Estep 
Score: -21809256.000000 Penalty: 5951.668457
	Iteration 32Q: 3 clusters Score -2.180926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 161710 members 
Entering Unmasked Estep 
Score: -21809242.000000 Penalty: 5951.668457
	Iteration 33Q: 3 clusters Score -2.180924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 161723 members 
Entering Unmasked Estep 
Score: -21809242.000000 Penalty: 5951.668457
	Iteration 34Q: 3 clusters Score -2.180924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 161736 members 
Entering Unmasked Estep 
Score: -21809248.000000 Penalty: 5951.668457
	Iteration 35Q: 3 clusters Score -2.180925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 161744 members 
Entering Unmasked Estep 
Score: -21809234.000000 Penalty: 5951.668457
	Iteration 36Q: 3 clusters Score -2.180923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 161755 members 
Entering Unmasked Estep 
Score: -21809218.000000 Penalty: 5951.668457
	Iteration 37Q: 3 clusters Score -2.180922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 161761 members 
Entering Unmasked Estep 
Score: -21809220.000000 Penalty: 5951.668457
	Iteration 38Q: 3 clusters Score -2.180922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 161765 members 
Entering Unmasked Estep 
Score: -21809232.000000 Penalty: 5951.668457
	Iteration 39Q: 3 clusters Score -2.180923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 161769 members 
Entering Unmasked Estep 
Score: -21809224.000000 Penalty: 5951.668457
	Iteration 40F: 3 clusters Score -2.180922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 161772 members 
Entering Unmasked Estep 
Score: -21809228.000000 Penalty: 5951.668457
	Iteration 41Q: 3 clusters Score -2.180923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 161774 members 
Entering Unmasked Estep 
Score: -21809242.000000 Penalty: 5951.668457
	Iteration 42Q: 3 clusters Score -2.180924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 161776 members 
Entering Unmasked Estep 
Score: -21809232.000000 Penalty: 5951.668457
	Iteration 43Q: 3 clusters Score -2.180923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -21809236.000000 Penalty: 5951.668457
	Iteration 44Q: 3 clusters Score -2.180924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 161783 members 
Entering Unmasked Estep 
Score: -21809238.000000 Penalty: 5951.668457
	Iteration 45Q: 3 clusters Score -2.180924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 161786 members 
Entering Unmasked Estep 
Score: -21809238.000000 Penalty: 5951.668457
	Iteration 46Q: 3 clusters Score -2.180924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 161794 members 
Entering Unmasked Estep 
Score: -21809254.000000 Penalty: 5951.668457
	Iteration 47Q: 3 clusters Score -2.180925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 161798 members 
Entering Unmasked Estep 
Score: -21809256.000000 Penalty: 5951.668457
	Iteration 48Q: 3 clusters Score -2.180926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 161801 members 
Entering Unmasked Estep 
Score: -21809252.000000 Penalty: 5951.668457
	Iteration 49Q: 3 clusters Score -2.180925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 161804 members 
Entering Unmasked Estep 
Score: -21809264.000000 Penalty: 5951.668457
	Iteration 50Q: 3 clusters Score -2.180926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 161808 members 
Entering Unmasked Estep 
Score: -21809248.000000 Penalty: 5951.668457
	Iteration 51Q: 3 clusters Score -2.180925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 161811 members 
Entering Unmasked Estep 
Score: -21809254.000000 Penalty: 5951.668457
	Iteration 52Q: 3 clusters Score -2.180925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 161815 members 
Entering Unmasked Estep 
Score: -21809256.000000 Penalty: 5951.668457
	Iteration 53Q: 3 clusters Score -2.180926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 161815 members 
Entering Unmasked Estep 
Score: -21809254.000000 Penalty: 5951.668457
	Iteration 54Q: 3 clusters Score -2.180925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 161818 members 
Entering Unmasked Estep 
Score: -21809266.000000 Penalty: 5951.668457
	Iteration 55Q: 3 clusters Score -2.180927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 161820 members 
Entering Unmasked Estep 
Score: -21809254.000000 Penalty: 5951.668457
	Iteration 56Q: 3 clusters Score -2.180925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 161822 members 
Entering Unmasked Estep 
Score: -21809250.000000 Penalty: 5951.668457
	Iteration 57Q: 3 clusters Score -2.180925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 161824 members 
Entering Unmasked Estep 
Score: -21809254.000000 Penalty: 5951.668457
	Iteration 58Q: 3 clusters Score -2.180925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 161825 members 
Entering Unmasked Estep 
Score: -21809250.000000 Penalty: 5951.668457
	Iteration 59Q: 3 clusters Score -2.180925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 161826 members 
Entering Unmasked Estep 
Score: -21809258.000000 Penalty: 5951.668457
	Iteration 60F: 3 clusters Score -2.180926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 161827 members 
Entering Unmasked Estep 
Score: -21809254.000000 Penalty: 5951.668457
	Iteration 61Q: 3 clusters Score -2.180925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 161827 members 
Entering Unmasked Estep 
Score: -21809254.000000 Penalty: 5951.668457
	Iteration 62F: 3 clusters Score -2.180925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -160860.125000 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -160860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158725.453125 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -158725.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -159290.890625 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -159290.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159774.421875 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -159774.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -160143.453125 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -160143.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160626.500000 Penalty: 3566.201416
	Iteration 4F: 3 clusters Score -160626.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -160935.500000 Penalty: 3566.201416
	Iteration 5F: 3 clusters Score -160935.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -161015.546875 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -161015.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -161061.234375 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -161061.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161108.781250 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -161108.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -161157.671875 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -161157.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -161201.703125 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -161201.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -161230.546875 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -161230.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -161263.109375 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -161263.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -161304.718750 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -161304.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -161338.203125 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -161338.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -161369.750000 Penalty: 3566.201416
	Iteration 15Q: 3 clusters Score -161369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -161383.640625 Penalty: 3566.201416
	Iteration 16Q: 3 clusters Score -161383.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -161393.234375 Penalty: 3566.201416
	Iteration 17Q: 3 clusters Score -161393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -161401.718750 Penalty: 3566.201416
	Iteration 18Q: 3 clusters Score -161401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -161406.437500 Penalty: 3566.201416
	Iteration 19Q: 3 clusters Score -161406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161414.046875 Penalty: 3566.201416
	Iteration 20F: 3 clusters Score -161414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -161418.000000 Penalty: 3566.201416
	Iteration 21Q: 3 clusters Score -161418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -161423.203125 Penalty: 3566.201416
	Iteration 22Q: 3 clusters Score -161423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -161425.671875 Penalty: 3566.201416
	Iteration 23Q: 3 clusters Score -161425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -161429.593750 Penalty: 3566.201416
	Iteration 24Q: 3 clusters Score -161429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -161433.953125 Penalty: 3566.201416
	Iteration 25Q: 3 clusters Score -161434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -161444.062500 Penalty: 3566.201416
	Iteration 26Q: 3 clusters Score -161444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -161449.250000 Penalty: 3566.201416
	Iteration 27Q: 3 clusters Score -161449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -161451.031250 Penalty: 3566.201416
	Iteration 28Q: 3 clusters Score -161451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -161452.578125 Penalty: 3566.201416
	Iteration 29Q: 3 clusters Score -161452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -161452.578125 Penalty: 3566.201416
	Iteration 30F: 3 clusters Score -161452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187094 members 
Mstep: Class 2 contains 40559 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9624 members 
Mstep: Class 6 contains 44168 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 13005 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 192469 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22550 members 
Mstep: Class 14 contains 162646 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 195322 members 
Mstep: Class 18 contains 170736 members 
Mstep: Class 21 contains 37590 members 
Mstep: Class 23 contains 5711 members 
Entering Unmasked Estep 
Score: -144349520.000000 Penalty: 68977.492188
Splitting cluster 15 changes total score from -144350672.000000 to -144349520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (195322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195322 members 
Entering Unmasked Estep 
Score: -26141088.000000 Penalty: 3021.236328
	Iteration 0F: 2 clusters Score -2.614109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97768 members 
Mstep: Class 2 contains 97554 members 
Entering Unmasked Estep 
Score: -26014880.000000 Penalty: 6042.472656
	Iteration 0F: 3 clusters Score -2.601488e+07 nChanged 94004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99402 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -26069632.000000 Penalty: 6042.472656
	Iteration 1F: 3 clusters Score -2.606963e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100342 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -26070740.000000 Penalty: 6042.472656
	Iteration 2Q: 3 clusters Score -2.607074e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101919 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
Score: -26071964.000000 Penalty: 6042.472656
	Iteration 3Q: 3 clusters Score -2.607196e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104397 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -26073718.000000 Penalty: 6042.472656
	Iteration 4Q: 3 clusters Score -2.607372e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -26076296.000000 Penalty: 6042.472656
	Iteration 5Q: 3 clusters Score -2.60763e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -26080120.000000 Penalty: 6042.472656
	Iteration 6Q: 3 clusters Score -2.608012e+07 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122201 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -26086066.000000 Penalty: 6042.472656
	Iteration 7F: 3 clusters Score -2.608607e+07 nChanged 12852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132805 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -26095070.000000 Penalty: 6042.472656
	Iteration 8F: 3 clusters Score -2.609507e+07 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144252 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -26106256.000000 Penalty: 6042.472656
	Iteration 9F: 3 clusters Score -2.610626e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154213 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -26117220.000000 Penalty: 6042.472656
	Iteration 10F: 3 clusters Score -2.611722e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160767 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -26125170.000000 Penalty: 6042.472656
	Iteration 11Q: 3 clusters Score -2.612517e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -26128994.000000 Penalty: 6042.472656
	Iteration 12Q: 3 clusters Score -2.612899e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167272 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -26130908.000000 Penalty: 6042.472656
	Iteration 13Q: 3 clusters Score -2.613091e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169474 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -26131960.000000 Penalty: 6042.472656
	Iteration 14Q: 3 clusters Score -2.613196e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171431 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -26132642.000000 Penalty: 6042.472656
	Iteration 15Q: 3 clusters Score -2.613264e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173214 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -26133148.000000 Penalty: 6042.472656
	Iteration 16Q: 3 clusters Score -2.613315e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174805 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -26133770.000000 Penalty: 6042.472656
	Iteration 17Q: 3 clusters Score -2.613377e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176282 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -26134234.000000 Penalty: 6042.472656
	Iteration 18Q: 3 clusters Score -2.613423e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177686 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -26134734.000000 Penalty: 6042.472656
	Iteration 19Q: 3 clusters Score -2.613473e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178934 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -26135128.000000 Penalty: 6042.472656
	Iteration 20F: 3 clusters Score -2.613513e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180042 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -26135356.000000 Penalty: 6042.472656
	Iteration 21Q: 3 clusters Score -2.613536e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181133 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -26135614.000000 Penalty: 6042.472656
	Iteration 22Q: 3 clusters Score -2.613561e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182202 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -26135962.000000 Penalty: 6042.472656
	Iteration 23Q: 3 clusters Score -2.613596e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183216 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -26136322.000000 Penalty: 6042.472656
	Iteration 24Q: 3 clusters Score -2.613632e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184221 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -26136542.000000 Penalty: 6042.472656
	Iteration 25Q: 3 clusters Score -2.613654e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185147 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -26136860.000000 Penalty: 6042.472656
	Iteration 26Q: 3 clusters Score -2.613686e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186028 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -26137116.000000 Penalty: 6042.472656
	Iteration 27Q: 3 clusters Score -2.613712e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186827 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -26137338.000000 Penalty: 6042.472656
	Iteration 28Q: 3 clusters Score -2.613734e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187590 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -26137484.000000 Penalty: 6042.472656
	Iteration 29Q: 3 clusters Score -2.613748e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188286 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -26137658.000000 Penalty: 6042.472656
	Iteration 30Q: 3 clusters Score -2.613766e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188928 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -26137856.000000 Penalty: 6042.472656
	Iteration 31Q: 3 clusters Score -2.613786e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189532 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -26138030.000000 Penalty: 6042.472656
	Iteration 32Q: 3 clusters Score -2.613803e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190058 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -26138098.000000 Penalty: 6042.472656
	Iteration 33Q: 3 clusters Score -2.61381e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190494 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -26138196.000000 Penalty: 6042.472656
	Iteration 34Q: 3 clusters Score -2.61382e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190923 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -26138314.000000 Penalty: 6042.472656
	Iteration 35Q: 3 clusters Score -2.613831e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191296 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -26138360.000000 Penalty: 6042.472656
	Iteration 36Q: 3 clusters Score -2.613836e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191618 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -26138392.000000 Penalty: 6042.472656
	Iteration 37Q: 3 clusters Score -2.613839e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191864 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -26138426.000000 Penalty: 6042.472656
	Iteration 38Q: 3 clusters Score -2.613843e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192087 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -26138448.000000 Penalty: 6042.472656
	Iteration 39Q: 3 clusters Score -2.613845e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192265 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -26138494.000000 Penalty: 6042.472656
	Iteration 40F: 3 clusters Score -2.613849e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192425 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -26138502.000000 Penalty: 6042.472656
	Iteration 41Q: 3 clusters Score -2.61385e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192573 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -26138580.000000 Penalty: 6042.472656
	Iteration 42Q: 3 clusters Score -2.613858e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192688 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -26138620.000000 Penalty: 6042.472656
	Iteration 43Q: 3 clusters Score -2.613862e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192795 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -26138658.000000 Penalty: 6042.472656
	Iteration 44Q: 3 clusters Score -2.613866e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192908 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -26138708.000000 Penalty: 6042.472656
	Iteration 45Q: 3 clusters Score -2.613871e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193005 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -26138740.000000 Penalty: 6042.472656
	Iteration 46Q: 3 clusters Score -2.613874e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193089 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -26138788.000000 Penalty: 6042.472656
	Iteration 47Q: 3 clusters Score -2.613879e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193153 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -26138846.000000 Penalty: 6042.472656
	Iteration 48Q: 3 clusters Score -2.613885e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193211 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -26138856.000000 Penalty: 6042.472656
	Iteration 49Q: 3 clusters Score -2.613886e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193265 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -26138858.000000 Penalty: 6042.472656
	Iteration 50Q: 3 clusters Score -2.613886e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193316 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -26138888.000000 Penalty: 6042.472656
	Iteration 51Q: 3 clusters Score -2.613889e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193343 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -26138890.000000 Penalty: 6042.472656
	Iteration 52Q: 3 clusters Score -2.613889e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193364 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -26138898.000000 Penalty: 6042.472656
	Iteration 53Q: 3 clusters Score -2.61389e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193406 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -26138892.000000 Penalty: 6042.472656
	Iteration 54Q: 3 clusters Score -2.613889e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193454 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -26138924.000000 Penalty: 6042.472656
	Iteration 55Q: 3 clusters Score -2.613892e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193491 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -26138960.000000 Penalty: 6042.472656
	Iteration 56Q: 3 clusters Score -2.613896e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193523 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -26138954.000000 Penalty: 6042.472656
	Iteration 57Q: 3 clusters Score -2.613895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193549 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -26138944.000000 Penalty: 6042.472656
	Iteration 58Q: 3 clusters Score -2.613894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193569 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -26138976.000000 Penalty: 6042.472656
	Iteration 59Q: 3 clusters Score -2.613898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193592 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -26138958.000000 Penalty: 6042.472656
	Iteration 60F: 3 clusters Score -2.613896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193604 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -26138964.000000 Penalty: 6042.472656
	Iteration 61Q: 3 clusters Score -2.613896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193617 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -26138950.000000 Penalty: 6042.472656
	Iteration 62Q: 3 clusters Score -2.613895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193627 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -26138958.000000 Penalty: 6042.472656
	Iteration 63Q: 3 clusters Score -2.613896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193642 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -26138940.000000 Penalty: 6042.472656
	Iteration 64Q: 3 clusters Score -2.613894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193656 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -26138978.000000 Penalty: 6042.472656
	Iteration 65Q: 3 clusters Score -2.613898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193667 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -26138972.000000 Penalty: 6042.472656
	Iteration 66Q: 3 clusters Score -2.613897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193677 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -26138996.000000 Penalty: 6042.472656
	Iteration 67Q: 3 clusters Score -2.6139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193689 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -26138968.000000 Penalty: 6042.472656
	Iteration 68Q: 3 clusters Score -2.613897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193701 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -26138964.000000 Penalty: 6042.472656
	Iteration 69Q: 3 clusters Score -2.613896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193711 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -26138980.000000 Penalty: 6042.472656
	Iteration 70Q: 3 clusters Score -2.613898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193719 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -26138982.000000 Penalty: 6042.472656
	Iteration 71Q: 3 clusters Score -2.613898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193725 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -26138966.000000 Penalty: 6042.472656
	Iteration 72Q: 3 clusters Score -2.613897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193736 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -26138944.000000 Penalty: 6042.472656
	Iteration 73Q: 3 clusters Score -2.613894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193749 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -26138962.000000 Penalty: 6042.472656
	Iteration 74Q: 3 clusters Score -2.613896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193758 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -26138966.000000 Penalty: 6042.472656
	Iteration 75Q: 3 clusters Score -2.613897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193761 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -26138958.000000 Penalty: 6042.472656
	Iteration 76Q: 3 clusters Score -2.613896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193764 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -26138954.000000 Penalty: 6042.472656
	Iteration 77Q: 3 clusters Score -2.613895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193768 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -26138960.000000 Penalty: 6042.472656
	Iteration 78Q: 3 clusters Score -2.613896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193774 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -26138968.000000 Penalty: 6042.472656
	Iteration 79Q: 3 clusters Score -2.613897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193776 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -26138972.000000 Penalty: 6042.472656
	Iteration 80F: 3 clusters Score -2.613897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193780 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -26138970.000000 Penalty: 6042.472656
	Iteration 81Q: 3 clusters Score -2.613897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193782 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -26138966.000000 Penalty: 6042.472656
	Iteration 82Q: 3 clusters Score -2.613897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193786 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -26138980.000000 Penalty: 6042.472656
	Iteration 83Q: 3 clusters Score -2.613898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193789 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -26139006.000000 Penalty: 6042.472656
	Iteration 84Q: 3 clusters Score -2.613901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193792 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -26138978.000000 Penalty: 6042.472656
	Iteration 85Q: 3 clusters Score -2.613898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193795 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -26139004.000000 Penalty: 6042.472656
	Iteration 86Q: 3 clusters Score -2.6139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193800 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -26138990.000000 Penalty: 6042.472656
	Iteration 87Q: 3 clusters Score -2.613899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193802 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -26138986.000000 Penalty: 6042.472656
	Iteration 88Q: 3 clusters Score -2.613899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193805 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -26138986.000000 Penalty: 6042.472656
	Iteration 89Q: 3 clusters Score -2.613899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193806 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -26138984.000000 Penalty: 6042.472656
	Iteration 90Q: 3 clusters Score -2.613898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193806 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -26138984.000000 Penalty: 6042.472656
	Iteration 91F: 3 clusters Score -2.613898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Entering Unmasked Estep 
Score: -23025184.000000 Penalty: 2987.872559
	Iteration 0F: 2 clusters Score -2.302518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -22914452.000000 Penalty: 5975.745117
	Iteration 0F: 3 clusters Score -2.291445e+07 nChanged 81813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -22961308.000000 Penalty: 5975.745117
	Iteration 1F: 3 clusters Score -2.296131e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -22962334.000000 Penalty: 5975.745117
	Iteration 2Q: 3 clusters Score -2.296233e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 91839 members 
Entering Unmasked Estep 
Score: -22963894.000000 Penalty: 5975.745117
	Iteration 3Q: 3 clusters Score -2.296389e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 96527 members 
Entering Unmasked Estep 
Score: -22966434.000000 Penalty: 5975.745117
	Iteration 4Q: 3 clusters Score -2.296643e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -22971330.000000 Penalty: 5975.745117
	Iteration 5F: 3 clusters Score -2.297133e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -22979808.000000 Penalty: 5975.745117
	Iteration 6F: 3 clusters Score -2.297981e+07 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 124621 members 
Entering Unmasked Estep 
Score: -22991944.000000 Penalty: 5975.745117
	Iteration 7F: 3 clusters Score -2.299194e+07 nChanged 13349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 135554 members 
Entering Unmasked Estep 
Score: -23003470.000000 Penalty: 5975.745117
	Iteration 8F: 3 clusters Score -2.300347e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 143697 members 
Entering Unmasked Estep 
Score: -23011936.000000 Penalty: 5975.745117
	Iteration 9F: 3 clusters Score -2.301194e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -23016992.000000 Penalty: 5975.745117
	Iteration 10Q: 3 clusters Score -2.301699e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 152036 members 
Entering Unmasked Estep 
Score: -23019498.000000 Penalty: 5975.745117
	Iteration 11Q: 3 clusters Score -2.30195e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 154266 members 
Entering Unmasked Estep 
Score: -23020974.000000 Penalty: 5975.745117
	Iteration 12Q: 3 clusters Score -2.302097e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 155999 members 
Entering Unmasked Estep 
Score: -23021898.000000 Penalty: 5975.745117
	Iteration 13Q: 3 clusters Score -2.30219e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 157621 members 
Entering Unmasked Estep 
Score: -23022536.000000 Penalty: 5975.745117
	Iteration 14Q: 3 clusters Score -2.302254e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 159119 members 
Entering Unmasked Estep 
Score: -23023090.000000 Penalty: 5975.745117
	Iteration 15Q: 3 clusters Score -2.302309e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 160491 members 
Entering Unmasked Estep 
Score: -23023538.000000 Penalty: 5975.745117
	Iteration 16Q: 3 clusters Score -2.302354e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -23023896.000000 Penalty: 5975.745117
	Iteration 17Q: 3 clusters Score -2.30239e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 162850 members 
Entering Unmasked Estep 
Score: -23024052.000000 Penalty: 5975.745117
	Iteration 18Q: 3 clusters Score -2.302405e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 163817 members 
Entering Unmasked Estep 
Score: -23024062.000000 Penalty: 5975.745117
	Iteration 19Q: 3 clusters Score -2.302406e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 164694 members 
Entering Unmasked Estep 
Score: -23023988.000000 Penalty: 5975.745117
	Iteration 20F: 3 clusters Score -2.302399e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 165457 members 
Entering Unmasked Estep 
Score: -23023992.000000 Penalty: 5975.745117
	Iteration 21Q: 3 clusters Score -2.302399e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 166111 members 
Entering Unmasked Estep 
Score: -23023998.000000 Penalty: 5975.745117
	Iteration 22Q: 3 clusters Score -2.3024e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 166639 members 
Entering Unmasked Estep 
Score: -23023972.000000 Penalty: 5975.745117
	Iteration 23Q: 3 clusters Score -2.302397e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -23023968.000000 Penalty: 5975.745117
	Iteration 24Q: 3 clusters Score -2.302397e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 167429 members 
Entering Unmasked Estep 
Score: -23023926.000000 Penalty: 5975.745117
	Iteration 25Q: 3 clusters Score -2.302393e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 167719 members 
Entering Unmasked Estep 
Score: -23023916.000000 Penalty: 5975.745117
	Iteration 26Q: 3 clusters Score -2.302392e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 167949 members 
Entering Unmasked Estep 
Score: -23023992.000000 Penalty: 5975.745117
	Iteration 27Q: 3 clusters Score -2.302399e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 168134 members 
Entering Unmasked Estep 
Score: -23023968.000000 Penalty: 5975.745117
	Iteration 28Q: 3 clusters Score -2.302397e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 168282 members 
Entering Unmasked Estep 
Score: -23023942.000000 Penalty: 5975.745117
	Iteration 29Q: 3 clusters Score -2.302394e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 168411 members 
Entering Unmasked Estep 
Score: -23023884.000000 Penalty: 5975.745117
	Iteration 30Q: 3 clusters Score -2.302388e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 168513 members 
Entering Unmasked Estep 
Score: -23023862.000000 Penalty: 5975.745117
	Iteration 31Q: 3 clusters Score -2.302386e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 168596 members 
Entering Unmasked Estep 
Score: -23023880.000000 Penalty: 5975.745117
	Iteration 32Q: 3 clusters Score -2.302388e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 168660 members 
Entering Unmasked Estep 
Score: -23023840.000000 Penalty: 5975.745117
	Iteration 33Q: 3 clusters Score -2.302384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 168706 members 
Entering Unmasked Estep 
Score: -23023830.000000 Penalty: 5975.745117
	Iteration 34Q: 3 clusters Score -2.302383e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -23023816.000000 Penalty: 5975.745117
	Iteration 35Q: 3 clusters Score -2.302382e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 168781 members 
Entering Unmasked Estep 
Score: -23023832.000000 Penalty: 5975.745117
	Iteration 36Q: 3 clusters Score -2.302383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 168812 members 
Entering Unmasked Estep 
Score: -23023806.000000 Penalty: 5975.745117
	Iteration 37Q: 3 clusters Score -2.302381e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 168842 members 
Entering Unmasked Estep 
Score: -23023760.000000 Penalty: 5975.745117
	Iteration 38Q: 3 clusters Score -2.302376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 168871 members 
Entering Unmasked Estep 
Score: -23023736.000000 Penalty: 5975.745117
	Iteration 39Q: 3 clusters Score -2.302374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 168906 members 
Entering Unmasked Estep 
Score: -23023722.000000 Penalty: 5975.745117
	Iteration 40F: 3 clusters Score -2.302372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 168935 members 
Entering Unmasked Estep 
Score: -23023694.000000 Penalty: 5975.745117
	Iteration 41Q: 3 clusters Score -2.302369e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 168968 members 
Entering Unmasked Estep 
Score: -23023690.000000 Penalty: 5975.745117
	Iteration 42Q: 3 clusters Score -2.302369e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 168994 members 
Entering Unmasked Estep 
Score: -23023710.000000 Penalty: 5975.745117
	Iteration 43Q: 3 clusters Score -2.302371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 169012 members 
Entering Unmasked Estep 
Score: -23023686.000000 Penalty: 5975.745117
	Iteration 44Q: 3 clusters Score -2.302369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 169019 members 
Entering Unmasked Estep 
Score: -23023684.000000 Penalty: 5975.745117
	Iteration 45Q: 3 clusters Score -2.302368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 169031 members 
Entering Unmasked Estep 
Score: -23023690.000000 Penalty: 5975.745117
	Iteration 46Q: 3 clusters Score -2.302369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 169042 members 
Entering Unmasked Estep 
Score: -23023694.000000 Penalty: 5975.745117
	Iteration 47Q: 3 clusters Score -2.302369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 169050 members 
Entering Unmasked Estep 
Score: -23023676.000000 Penalty: 5975.745117
	Iteration 48Q: 3 clusters Score -2.302368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 169053 members 
Entering Unmasked Estep 
Score: -23023672.000000 Penalty: 5975.745117
	Iteration 49Q: 3 clusters Score -2.302367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 169057 members 
Entering Unmasked Estep 
Score: -23023692.000000 Penalty: 5975.745117
	Iteration 50Q: 3 clusters Score -2.302369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 169062 members 
Entering Unmasked Estep 
Score: -23023682.000000 Penalty: 5975.745117
	Iteration 51Q: 3 clusters Score -2.302368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 169066 members 
Entering Unmasked Estep 
Score: -23023690.000000 Penalty: 5975.745117
	Iteration 52Q: 3 clusters Score -2.302369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 169066 members 
Entering Unmasked Estep 
Score: -23023690.000000 Penalty: 5975.745117
	Iteration 53F: 3 clusters Score -2.302369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Entering Unmasked Estep 
Score: -5081567.500000 Penalty: 2612.554443
	Iteration 0F: 2 clusters Score -5081568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -5055910.000000 Penalty: 5225.108887
	Iteration 0F: 3 clusters Score -5055910 nChanged 17240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -5065334.000000 Penalty: 5225.108887
	Iteration 1F: 3 clusters Score -5065334 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -5065754.500000 Penalty: 5225.108887
	Iteration 2Q: 3 clusters Score -5065754 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5066239.500000 Penalty: 5225.108887
	Iteration 3Q: 3 clusters Score -5066240 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -5066760.000000 Penalty: 5225.108887
	Iteration 4Q: 3 clusters Score -5066760 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -5067416.000000 Penalty: 5225.108887
	Iteration 5Q: 3 clusters Score -5067416 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -5068095.000000 Penalty: 5225.108887
	Iteration 6Q: 3 clusters Score -5068095 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -5068864.000000 Penalty: 5225.108887
	Iteration 7Q: 3 clusters Score -5068864 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -5069822.000000 Penalty: 5225.108887
	Iteration 8Q: 3 clusters Score -5069822 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -5071138.000000 Penalty: 5225.108887
	Iteration 9F: 3 clusters Score -5071138 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -5072885.500000 Penalty: 5225.108887
	Iteration 10F: 3 clusters Score -5072886 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5074999.500000 Penalty: 5225.108887
	Iteration 11F: 3 clusters Score -5075000 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -5076658.000000 Penalty: 5225.108887
	Iteration 12F: 3 clusters Score -5076658 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -5077480.500000 Penalty: 5225.108887
	Iteration 13Q: 3 clusters Score -5077480 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -5077891.500000 Penalty: 5225.108887
	Iteration 14Q: 3 clusters Score -5077892 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -5078154.000000 Penalty: 5225.108887
	Iteration 15Q: 3 clusters Score -5078154 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -5078362.000000 Penalty: 5225.108887
	Iteration 16Q: 3 clusters Score -5078362 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -5078504.000000 Penalty: 5225.108887
	Iteration 17Q: 3 clusters Score -5078504 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -5078636.500000 Penalty: 5225.108887
	Iteration 18Q: 3 clusters Score -5078636 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -5078766.000000 Penalty: 5225.108887
	Iteration 19Q: 3 clusters Score -5078766 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -5078850.500000 Penalty: 5225.108887
	Iteration 20F: 3 clusters Score -5078850 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -5078941.500000 Penalty: 5225.108887
	Iteration 21Q: 3 clusters Score -5078942 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -5079028.500000 Penalty: 5225.108887
	Iteration 22Q: 3 clusters Score -5079028 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -5079106.500000 Penalty: 5225.108887
	Iteration 23Q: 3 clusters Score -5079106 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -5079182.500000 Penalty: 5225.108887
	Iteration 24Q: 3 clusters Score -5079182 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -5079250.000000 Penalty: 5225.108887
	Iteration 25Q: 3 clusters Score -5079250 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -5079289.500000 Penalty: 5225.108887
	Iteration 26Q: 3 clusters Score -5079290 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -5079347.500000 Penalty: 5225.108887
	Iteration 27Q: 3 clusters Score -5079348 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -5079401.500000 Penalty: 5225.108887
	Iteration 28Q: 3 clusters Score -5079402 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -5079447.000000 Penalty: 5225.108887
	Iteration 29Q: 3 clusters Score -5079447 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -5079479.000000 Penalty: 5225.108887
	Iteration 30Q: 3 clusters Score -5079479 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -5079531.000000 Penalty: 5225.108887
	Iteration 31Q: 3 clusters Score -5079531 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -5079579.500000 Penalty: 5225.108887
	Iteration 32Q: 3 clusters Score -5079580 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -5079629.500000 Penalty: 5225.108887
	Iteration 33Q: 3 clusters Score -5079630 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -5079667.500000 Penalty: 5225.108887
	Iteration 34Q: 3 clusters Score -5079668 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -5079695.000000 Penalty: 5225.108887
	Iteration 35Q: 3 clusters Score -5079695 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -5079700.500000 Penalty: 5225.108887
	Iteration 36Q: 3 clusters Score -5079700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -5079716.500000 Penalty: 5225.108887
	Iteration 37Q: 3 clusters Score -5079716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5079737.000000 Penalty: 5225.108887
	Iteration 38Q: 3 clusters Score -5079737 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5079731.000000 Penalty: 5225.108887
	Iteration 39Q: 3 clusters Score -5079731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -5079765.500000 Penalty: 5225.108887
	Iteration 40F: 3 clusters Score -5079766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -5079783.500000 Penalty: 5225.108887
	Iteration 41Q: 3 clusters Score -5079784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -5079800.000000 Penalty: 5225.108887
	Iteration 42Q: 3 clusters Score -5079800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -5079814.000000 Penalty: 5225.108887
	Iteration 43Q: 3 clusters Score -5079814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -5079822.500000 Penalty: 5225.108887
	Iteration 44Q: 3 clusters Score -5079822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -5079829.500000 Penalty: 5225.108887
	Iteration 45Q: 3 clusters Score -5079830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -5079850.500000 Penalty: 5225.108887
	Iteration 46Q: 3 clusters Score -5079850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -5079870.000000 Penalty: 5225.108887
	Iteration 47Q: 3 clusters Score -5079870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -5079874.500000 Penalty: 5225.108887
	Iteration 48Q: 3 clusters Score -5079874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -5079884.500000 Penalty: 5225.108887
	Iteration 49Q: 3 clusters Score -5079884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5079884.000000 Penalty: 5225.108887
	Iteration 50Q: 3 clusters Score -5079884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -5079887.500000 Penalty: 5225.108887
	Iteration 51Q: 3 clusters Score -5079888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -5079885.000000 Penalty: 5225.108887
	Iteration 52Q: 3 clusters Score -5079885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -5079894.000000 Penalty: 5225.108887
	Iteration 53Q: 3 clusters Score -5079894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -5079880.500000 Penalty: 5225.108887
	Iteration 54Q: 3 clusters Score -5079880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -5079882.500000 Penalty: 5225.108887
	Iteration 55Q: 3 clusters Score -5079882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -5079887.000000 Penalty: 5225.108887
	Iteration 56Q: 3 clusters Score -5079887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -5079903.500000 Penalty: 5225.108887
	Iteration 57Q: 3 clusters Score -5079904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -5079905.000000 Penalty: 5225.108887
	Iteration 58Q: 3 clusters Score -5079905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -5079910.000000 Penalty: 5225.108887
	Iteration 59Q: 3 clusters Score -5079910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -5079910.000000 Penalty: 5225.108887
	Iteration 60F: 3 clusters Score -5079910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -5079925.000000 Penalty: 5225.108887
	Iteration 61Q: 3 clusters Score -5079925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -5079919.500000 Penalty: 5225.108887
	Iteration 62Q: 3 clusters Score -5079920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -5079917.000000 Penalty: 5225.108887
	Iteration 63Q: 3 clusters Score -5079917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -5079927.500000 Penalty: 5225.108887
	Iteration 64Q: 3 clusters Score -5079928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -5079918.500000 Penalty: 5225.108887
	Iteration 65Q: 3 clusters Score -5079918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5079921.500000 Penalty: 5225.108887
	Iteration 66Q: 3 clusters Score -5079922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -5079924.000000 Penalty: 5225.108887
	Iteration 67Q: 3 clusters Score -5079924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -5079929.000000 Penalty: 5225.108887
	Iteration 68Q: 3 clusters Score -5079929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -5079926.500000 Penalty: 5225.108887
	Iteration 69Q: 3 clusters Score -5079926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -5079928.000000 Penalty: 5225.108887
	Iteration 70Q: 3 clusters Score -5079928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -5079929.000000 Penalty: 5225.108887
	Iteration 71Q: 3 clusters Score -5079929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -5079936.000000 Penalty: 5225.108887
	Iteration 72Q: 3 clusters Score -5079936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -5079936.000000 Penalty: 5225.108887
	Iteration 73Q: 3 clusters Score -5079936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -5079934.000000 Penalty: 5225.108887
	Iteration 74Q: 3 clusters Score -5079934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -5079936.500000 Penalty: 5225.108887
	Iteration 75Q: 3 clusters Score -5079936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -5079932.500000 Penalty: 5225.108887
	Iteration 76Q: 3 clusters Score -5079932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -5079935.000000 Penalty: 5225.108887
	Iteration 77Q: 3 clusters Score -5079935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -5079937.000000 Penalty: 5225.108887
	Iteration 78Q: 3 clusters Score -5079937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -5079935.000000 Penalty: 5225.108887
	Iteration 79Q: 3 clusters Score -5079935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -5079932.000000 Penalty: 5225.108887
	Iteration 80F: 3 clusters Score -5079932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -5079930.500000 Penalty: 5225.108887
	Iteration 81Q: 3 clusters Score -5079930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -5079937.500000 Penalty: 5225.108887
	Iteration 82Q: 3 clusters Score -5079938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -5079941.500000 Penalty: 5225.108887
	Iteration 83Q: 3 clusters Score -5079942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -5079939.500000 Penalty: 5225.108887
	Iteration 84Q: 3 clusters Score -5079940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -5079942.000000 Penalty: 5225.108887
	Iteration 85Q: 3 clusters Score -5079942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -5079938.500000 Penalty: 5225.108887
	Iteration 86Q: 3 clusters Score -5079938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -5079933.500000 Penalty: 5225.108887
	Iteration 87Q: 3 clusters Score -5079934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -5079933.500000 Penalty: 5225.108887
	Iteration 88F: 3 clusters Score -5079934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Entering Unmasked Estep 
Score: -779095.250000 Penalty: 2145.237061
	Iteration 0F: 2 clusters Score -779095.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -774175.750000 Penalty: 4290.474121
	Iteration 0F: 3 clusters Score -774175.8 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -775365.062500 Penalty: 4290.474121
	Iteration 1F: 3 clusters Score -775365.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -775694.375000 Penalty: 4290.474121
	Iteration 2F: 3 clusters Score -775694.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -775934.062500 Penalty: 4290.474121
	Iteration 3F: 3 clusters Score -775934.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -776141.250000 Penalty: 4290.474121
	Iteration 4F: 3 clusters Score -776141.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -776293.750000 Penalty: 4290.474121
	Iteration 5Q: 3 clusters Score -776293.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -776433.312500 Penalty: 4290.474121
	Iteration 6Q: 3 clusters Score -776433.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -776551.187500 Penalty: 4290.474121
	Iteration 7Q: 3 clusters Score -776551.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -776641.625000 Penalty: 4290.474121
	Iteration 8Q: 3 clusters Score -776641.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -776728.812500 Penalty: 4290.474121
	Iteration 9Q: 3 clusters Score -776728.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -776818.312500 Penalty: 4290.474121
	Iteration 10Q: 3 clusters Score -776818.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -776907.062500 Penalty: 4290.474121
	Iteration 11Q: 3 clusters Score -776907.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -776973.500000 Penalty: 4290.474121
	Iteration 12Q: 3 clusters Score -776973.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -777052.062500 Penalty: 4290.474121
	Iteration 13Q: 3 clusters Score -777052.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -777116.937500 Penalty: 4290.474121
	Iteration 14Q: 3 clusters Score -777116.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -777179.687500 Penalty: 4290.474121
	Iteration 15Q: 3 clusters Score -777179.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -777225.000000 Penalty: 4290.474121
	Iteration 16Q: 3 clusters Score -777225 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -777269.812500 Penalty: 4290.474121
	Iteration 17Q: 3 clusters Score -777269.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -777298.562500 Penalty: 4290.474121
	Iteration 18Q: 3 clusters Score -777298.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -777327.937500 Penalty: 4290.474121
	Iteration 19Q: 3 clusters Score -777327.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -777345.625000 Penalty: 4290.474121
	Iteration 20F: 3 clusters Score -777345.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -777360.187500 Penalty: 4290.474121
	Iteration 21Q: 3 clusters Score -777360.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -777377.000000 Penalty: 4290.474121
	Iteration 22Q: 3 clusters Score -777377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -777386.937500 Penalty: 4290.474121
	Iteration 23Q: 3 clusters Score -777386.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -777394.187500 Penalty: 4290.474121
	Iteration 24Q: 3 clusters Score -777394.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -777401.687500 Penalty: 4290.474121
	Iteration 25Q: 3 clusters Score -777401.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -777407.250000 Penalty: 4290.474121
	Iteration 26Q: 3 clusters Score -777407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -777409.500000 Penalty: 4290.474121
	Iteration 27Q: 3 clusters Score -777409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -777412.000000 Penalty: 4290.474121
	Iteration 28Q: 3 clusters Score -777412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -777413.500000 Penalty: 4290.474121
	Iteration 29Q: 3 clusters Score -777413.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -777417.000000 Penalty: 4290.474121
	Iteration 30Q: 3 clusters Score -777417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -777419.250000 Penalty: 4290.474121
	Iteration 31Q: 3 clusters Score -777419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -777421.937500 Penalty: 4290.474121
	Iteration 32Q: 3 clusters Score -777421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -777422.937500 Penalty: 4290.474121
	Iteration 33Q: 3 clusters Score -777422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -777430.062500 Penalty: 4290.474121
	Iteration 34Q: 3 clusters Score -777430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -777429.875000 Penalty: 4290.474121
	Iteration 35Q: 3 clusters Score -777429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -777431.125000 Penalty: 4290.474121
	Iteration 36Q: 3 clusters Score -777431.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -777433.937500 Penalty: 4290.474121
	Iteration 37Q: 3 clusters Score -777433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -777436.687500 Penalty: 4290.474121
	Iteration 38Q: 3 clusters Score -777436.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -777436.062500 Penalty: 4290.474121
	Iteration 39Q: 3 clusters Score -777436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -777436.062500 Penalty: 4290.474121
	Iteration 40F: 3 clusters Score -777436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187094 members 
Mstep: Class 2 contains 40559 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9624 members 
Mstep: Class 6 contains 44168 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 13005 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 192469 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22550 members 
Mstep: Class 14 contains 162646 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195322 members 
Mstep: Class 18 contains 170736 members 
Mstep: Class 21 contains 37590 members 
Mstep: Class 23 contains 5711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350576.000000 Penalty: 65528.617188
Iteration 239Q: 20 clusters Score -1.443506e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187072 members 
Mstep: Class 2 contains 40563 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9625 members 
Mstep: Class 6 contains 44167 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12960 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 192474 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22579 members 
Mstep: Class 14 contains 162646 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195336 members 
Mstep: Class 18 contains 170747 members 
Mstep: Class 21 contains 37591 members 
Mstep: Class 23 contains 5715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350560.000000 Penalty: 65528.617188
Iteration 240F: 20 clusters Score -1.443506e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187068 members 
Mstep: Class 2 contains 40561 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9624 members 
Mstep: Class 6 contains 44165 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 12912 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 192471 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22611 members 
Mstep: Class 14 contains 162639 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195364 members 
Mstep: Class 18 contains 170752 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 23 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350512.000000 Penalty: 65528.617188
Iteration 241Q: 20 clusters Score -1.443505e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187099 members 
Mstep: Class 2 contains 40564 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9626 members 
Mstep: Class 6 contains 44161 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 12868 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 192466 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22645 members 
Mstep: Class 14 contains 162627 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195363 members 
Mstep: Class 18 contains 170755 members 
Mstep: Class 21 contains 37585 members 
Mstep: Class 23 contains 5722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350416.000000 Penalty: 65528.617188
Iteration 242Q: 20 clusters Score -1.443504e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187116 members 
Mstep: Class 2 contains 40570 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9626 members 
Mstep: Class 6 contains 44158 members 
Mstep: Class 7 contains 3272 members 
Mstep: Class 8 contains 12815 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 192463 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22678 members 
Mstep: Class 14 contains 162621 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195363 members 
Mstep: Class 18 contains 170767 members 
Mstep: Class 21 contains 37583 members 
Mstep: Class 23 contains 5723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350480.000000 Penalty: 65528.617188
Iteration 243Q: 20 clusters Score -1.443505e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187151 members 
Mstep: Class 2 contains 40571 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9627 members 
Mstep: Class 6 contains 44151 members 
Mstep: Class 7 contains 3272 members 
Mstep: Class 8 contains 12765 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 192469 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22717 members 
Mstep: Class 14 contains 162614 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195343 members 
Mstep: Class 18 contains 170778 members 
Mstep: Class 21 contains 37578 members 
Mstep: Class 23 contains 5723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350336.000000 Penalty: 65528.617188
Iteration 244Q: 20 clusters Score -1.443503e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187178 members 
Mstep: Class 2 contains 40566 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9630 members 
Mstep: Class 6 contains 44142 members 
Mstep: Class 7 contains 3272 members 
Mstep: Class 8 contains 12714 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 192478 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22753 members 
Mstep: Class 14 contains 162613 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195334 members 
Mstep: Class 18 contains 170781 members 
Mstep: Class 21 contains 37575 members 
Mstep: Class 23 contains 5726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350624.000000 Penalty: 65528.617188
Iteration 245Q: 20 clusters Score -1.443506e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187150 members 
Mstep: Class 2 contains 40570 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9631 members 
Mstep: Class 6 contains 44142 members 
Mstep: Class 7 contains 3272 members 
Mstep: Class 8 contains 12672 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3630 members 
Mstep: Class 11 contains 192495 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22789 members 
Mstep: Class 14 contains 162609 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195352 members 
Mstep: Class 18 contains 170785 members 
Mstep: Class 21 contains 37570 members 
Mstep: Class 23 contains 5729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350624.000000 Penalty: 65528.617188
Iteration 246Q: 20 clusters Score -1.443506e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187136 members 
Mstep: Class 2 contains 40578 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9630 members 
Mstep: Class 6 contains 44141 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 12619 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3628 members 
Mstep: Class 11 contains 192512 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22820 members 
Mstep: Class 14 contains 162598 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195375 members 
Mstep: Class 18 contains 170786 members 
Mstep: Class 21 contains 37569 members 
Mstep: Class 23 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350576.000000 Penalty: 65528.617188
Iteration 247Q: 20 clusters Score -1.443506e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187144 members 
Mstep: Class 2 contains 40584 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 9633 members 
Mstep: Class 6 contains 44136 members 
Mstep: Class 7 contains 3272 members 
Mstep: Class 8 contains 12572 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3628 members 
Mstep: Class 11 contains 192520 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22844 members 
Mstep: Class 14 contains 162600 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195375 members 
Mstep: Class 18 contains 170786 members 
Mstep: Class 21 contains 37569 members 
Mstep: Class 23 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350672.000000 Penalty: 65528.617188
Iteration 248Q: 20 clusters Score -1.443507e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187126 members 
Mstep: Class 2 contains 40585 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 44134 members 
Mstep: Class 7 contains 3272 members 
Mstep: Class 8 contains 12527 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3628 members 
Mstep: Class 11 contains 192543 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22877 members 
Mstep: Class 14 contains 162607 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195375 members 
Mstep: Class 18 contains 170782 members 
Mstep: Class 21 contains 37573 members 
Mstep: Class 23 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350784.000000 Penalty: 65528.617188
Iteration 249Q: 20 clusters Score -1.443508e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187135 members 
Mstep: Class 2 contains 40586 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9630 members 
Mstep: Class 6 contains 44136 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 12478 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3628 members 
Mstep: Class 11 contains 192541 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22916 members 
Mstep: Class 14 contains 162613 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195375 members 
Mstep: Class 18 contains 170779 members 
Mstep: Class 21 contains 37570 members 
Mstep: Class 23 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350832.000000 Penalty: 65528.617188
Iteration 250Q: 20 clusters Score -1.443508e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187117 members 
Mstep: Class 2 contains 40600 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9630 members 
Mstep: Class 6 contains 44138 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12442 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 192536 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22947 members 
Mstep: Class 14 contains 162609 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195382 members 
Mstep: Class 18 contains 170788 members 
Mstep: Class 21 contains 37565 members 
Mstep: Class 23 contains 5738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350688.000000 Penalty: 65528.617188
Iteration 251Q: 20 clusters Score -1.443507e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187110 members 
Mstep: Class 2 contains 40612 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9630 members 
Mstep: Class 6 contains 44134 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12412 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 192541 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22967 members 
Mstep: Class 14 contains 162600 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195392 members 
Mstep: Class 18 contains 170796 members 
Mstep: Class 21 contains 37560 members 
Mstep: Class 23 contains 5740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350816.000000 Penalty: 65528.617188
Iteration 252Q: 20 clusters Score -1.443508e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187094 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9631 members 
Mstep: Class 6 contains 44133 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12381 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3624 members 
Mstep: Class 11 contains 192543 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 22981 members 
Mstep: Class 14 contains 162612 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195398 members 
Mstep: Class 18 contains 170803 members 
Mstep: Class 21 contains 37562 members 
Mstep: Class 23 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350736.000000 Penalty: 65528.617188
Iteration 253Q: 20 clusters Score -1.443507e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187094 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 9634 members 
Mstep: Class 6 contains 44127 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12353 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3624 members 
Mstep: Class 11 contains 192547 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23000 members 
Mstep: Class 14 contains 162607 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195413 members 
Mstep: Class 18 contains 170797 members 
Mstep: Class 21 contains 37563 members 
Mstep: Class 23 contains 5746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350672.000000 Penalty: 65528.617188
Iteration 254Q: 20 clusters Score -1.443507e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187095 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9634 members 
Mstep: Class 6 contains 44126 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12319 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3624 members 
Mstep: Class 11 contains 192553 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23014 members 
Mstep: Class 14 contains 162594 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195442 members 
Mstep: Class 18 contains 170794 members 
Mstep: Class 21 contains 37560 members 
Mstep: Class 23 contains 5749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350592.000000 Penalty: 65528.617188
Iteration 255Q: 20 clusters Score -1.443506e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187102 members 
Mstep: Class 2 contains 40623 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9634 members 
Mstep: Class 6 contains 44123 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12282 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3624 members 
Mstep: Class 11 contains 192562 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23030 members 
Mstep: Class 14 contains 162586 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195461 members 
Mstep: Class 18 contains 170796 members 
Mstep: Class 21 contains 37553 members 
Mstep: Class 23 contains 5750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350736.000000 Penalty: 65528.617188
Iteration 256Q: 20 clusters Score -1.443507e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187101 members 
Mstep: Class 2 contains 40628 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 9631 members 
Mstep: Class 6 contains 44125 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12257 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3624 members 
Mstep: Class 11 contains 192569 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23051 members 
Mstep: Class 14 contains 162578 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195460 members 
Mstep: Class 18 contains 170800 members 
Mstep: Class 21 contains 37552 members 
Mstep: Class 23 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350736.000000 Penalty: 65528.617188
Iteration 257Q: 20 clusters Score -1.443507e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187097 members 
Mstep: Class 2 contains 40633 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 44120 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12220 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3624 members 
Mstep: Class 11 contains 192569 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23072 members 
Mstep: Class 14 contains 162579 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195471 members 
Mstep: Class 18 contains 170805 members 
Mstep: Class 21 contains 37552 members 
Mstep: Class 23 contains 5752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350640.000000 Penalty: 65528.617188
Iteration 258Q: 20 clusters Score -1.443506e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187097 members 
Mstep: Class 2 contains 40646 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 44114 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12187 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3623 members 
Mstep: Class 11 contains 192564 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23093 members 
Mstep: Class 14 contains 162585 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195468 members 
Mstep: Class 18 contains 170813 members 
Mstep: Class 21 contains 37551 members 
Mstep: Class 23 contains 5752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350752.000000 Penalty: 65528.617188
Iteration 259Q: 20 clusters Score -1.443508e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187102 members 
Mstep: Class 2 contains 40653 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 9634 members 
Mstep: Class 6 contains 44104 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12149 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3623 members 
Mstep: Class 11 contains 192559 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23110 members 
Mstep: Class 14 contains 162592 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195474 members 
Mstep: Class 18 contains 170820 members 
Mstep: Class 21 contains 37551 members 
Mstep: Class 23 contains 5752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350432.000000 Penalty: 65528.617188
Iteration 260F: 20 clusters Score -1.443504e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187112 members 
Mstep: Class 2 contains 40661 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9631 members 
Mstep: Class 6 contains 44094 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12106 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3622 members 
Mstep: Class 11 contains 192550 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23125 members 
Mstep: Class 14 contains 162588 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195490 members 
Mstep: Class 18 contains 170837 members 
Mstep: Class 21 contains 37552 members 
Mstep: Class 23 contains 5752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350416.000000 Penalty: 65528.617188
Iteration 261Q: 20 clusters Score -1.443504e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187130 members 
Mstep: Class 2 contains 40672 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9631 members 
Mstep: Class 6 contains 44087 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12061 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3622 members 
Mstep: Class 11 contains 192547 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23138 members 
Mstep: Class 14 contains 162587 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195498 members 
Mstep: Class 18 contains 170841 members 
Mstep: Class 21 contains 37554 members 
Mstep: Class 23 contains 5752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350528.000000 Penalty: 65528.617188
Iteration 262Q: 20 clusters Score -1.443505e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187130 members 
Mstep: Class 2 contains 40678 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 9633 members 
Mstep: Class 6 contains 44082 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 12028 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 192546 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23150 members 
Mstep: Class 14 contains 162592 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195512 members 
Mstep: Class 18 contains 170846 members 
Mstep: Class 21 contains 37550 members 
Mstep: Class 23 contains 5753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350512.000000 Penalty: 65528.617188
Iteration 263Q: 20 clusters Score -1.443505e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187147 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 192537 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23162 members 
Mstep: Class 14 contains 162598 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195515 members 
Mstep: Class 18 contains 170850 members 
Mstep: Class 21 contains 37553 members 
Mstep: Class 23 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350288.000000 Penalty: 65528.617188
Iteration 264Q: 20 clusters Score -1.443503e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187182 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 44089 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11923 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 192535 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23180 members 
Mstep: Class 14 contains 162609 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195511 members 
Mstep: Class 18 contains 170855 members 
Mstep: Class 21 contains 37548 members 
Mstep: Class 23 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350208.000000 Penalty: 65528.617188
Iteration 265Q: 20 clusters Score -1.443502e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187195 members 
Mstep: Class 2 contains 40689 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9639 members 
Mstep: Class 6 contains 44089 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11862 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 192532 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23187 members 
Mstep: Class 14 contains 162620 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195540 members 
Mstep: Class 18 contains 170851 members 
Mstep: Class 21 contains 37552 members 
Mstep: Class 23 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350544.000000 Penalty: 65528.617188
Iteration 266Q: 20 clusters Score -1.443505e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187208 members 
Mstep: Class 2 contains 40695 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9639 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11795 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 192529 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23195 members 
Mstep: Class 14 contains 162649 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195555 members 
Mstep: Class 18 contains 170852 members 
Mstep: Class 21 contains 37553 members 
Mstep: Class 23 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350496.000000 Penalty: 65528.617188
Iteration 267Q: 20 clusters Score -1.443505e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187217 members 
Mstep: Class 2 contains 40700 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9638 members 
Mstep: Class 6 contains 44087 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11734 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 192523 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23208 members 
Mstep: Class 14 contains 162672 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195571 members 
Mstep: Class 18 contains 170854 members 
Mstep: Class 21 contains 37552 members 
Mstep: Class 23 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350512.000000 Penalty: 65528.617188
Iteration 268Q: 20 clusters Score -1.443505e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187246 members 
Mstep: Class 2 contains 40702 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9640 members 
Mstep: Class 6 contains 44077 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11671 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 192512 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 162692 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195592 members 
Mstep: Class 18 contains 170853 members 
Mstep: Class 21 contains 37544 members 
Mstep: Class 23 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350464.000000 Penalty: 65528.617188
Iteration 269Q: 20 clusters Score -1.443505e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187278 members 
Mstep: Class 2 contains 40701 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9640 members 
Mstep: Class 6 contains 44059 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 192496 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23238 members 
Mstep: Class 14 contains 162703 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195626 members 
Mstep: Class 18 contains 170854 members 
Mstep: Class 21 contains 37536 members 
Mstep: Class 23 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350480.000000 Penalty: 65528.617188
Iteration 270Q: 20 clusters Score -1.443505e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187297 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9639 members 
Mstep: Class 6 contains 44045 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3609 members 
Mstep: Class 11 contains 192480 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23250 members 
Mstep: Class 14 contains 162720 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195669 members 
Mstep: Class 18 contains 170852 members 
Mstep: Class 21 contains 37523 members 
Mstep: Class 23 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350352.000000 Penalty: 65528.617188
Iteration 271Q: 20 clusters Score -1.443504e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187323 members 
Mstep: Class 2 contains 40707 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9641 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11544 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3607 members 
Mstep: Class 11 contains 192473 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23259 members 
Mstep: Class 14 contains 162717 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195695 members 
Mstep: Class 18 contains 170849 members 
Mstep: Class 21 contains 37513 members 
Mstep: Class 23 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350448.000000 Penalty: 65528.617188
Iteration 272Q: 20 clusters Score -1.443504e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187366 members 
Mstep: Class 2 contains 40712 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9642 members 
Mstep: Class 6 contains 44031 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11501 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3606 members 
Mstep: Class 11 contains 192456 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23265 members 
Mstep: Class 14 contains 162711 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195727 members 
Mstep: Class 18 contains 170843 members 
Mstep: Class 21 contains 37506 members 
Mstep: Class 23 contains 5755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350480.000000 Penalty: 65528.617188
Iteration 273Q: 20 clusters Score -1.443505e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187384 members 
Mstep: Class 2 contains 40714 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9641 members 
Mstep: Class 6 contains 44029 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11465 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 192442 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23275 members 
Mstep: Class 14 contains 162714 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195742 members 
Mstep: Class 18 contains 170852 members 
Mstep: Class 21 contains 37505 members 
Mstep: Class 23 contains 5755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350544.000000 Penalty: 65528.617188
Iteration 274Q: 20 clusters Score -1.443505e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187409 members 
Mstep: Class 2 contains 40714 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9637 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 11431 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3604 members 
Mstep: Class 11 contains 192437 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23282 members 
Mstep: Class 14 contains 162703 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195760 members 
Mstep: Class 18 contains 170859 members 
Mstep: Class 21 contains 37501 members 
Mstep: Class 23 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350560.000000 Penalty: 65528.617188
Iteration 275Q: 20 clusters Score -1.443506e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187454 members 
Mstep: Class 2 contains 40715 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 44023 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 11389 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 192409 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23293 members 
Mstep: Class 14 contains 162709 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195774 members 
Mstep: Class 18 contains 170861 members 
Mstep: Class 21 contains 37497 members 
Mstep: Class 23 contains 5759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350560.000000 Penalty: 65528.617188
Iteration 276Q: 20 clusters Score -1.443506e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187484 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9637 members 
Mstep: Class 6 contains 44021 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 11351 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 192398 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23299 members 
Mstep: Class 14 contains 162707 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195800 members 
Mstep: Class 18 contains 170858 members 
Mstep: Class 21 contains 37494 members 
Mstep: Class 23 contains 5762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350640.000000 Penalty: 65528.617188
Iteration 277Q: 20 clusters Score -1.443506e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187506 members 
Mstep: Class 2 contains 40705 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9641 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 11321 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 192393 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23303 members 
Mstep: Class 14 contains 162710 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195824 members 
Mstep: Class 18 contains 170850 members 
Mstep: Class 21 contains 37487 members 
Mstep: Class 23 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350592.000000 Penalty: 65528.617188
Iteration 278Q: 20 clusters Score -1.443506e+08 nChanged 176
Entering ConstructFrom: 
Score: -144350592.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (187523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187523 members 
Entering Unmasked Estep 
Score: -25129944.000000 Penalty: 3011.130859
	Iteration 0F: 2 clusters Score -2.512994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93742 members 
Mstep: Class 2 contains 93781 members 
Entering Unmasked Estep 
Score: -25008644.000000 Penalty: 6022.261719
	Iteration 0F: 3 clusters Score -2.500864e+07 nChanged 90516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -25063196.000000 Penalty: 6022.261719
	Iteration 1F: 3 clusters Score -2.50632e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99191 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -25065860.000000 Penalty: 6022.261719
	Iteration 2Q: 3 clusters Score -2.506586e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -25069636.000000 Penalty: 6022.261719
	Iteration 3Q: 3 clusters Score -2.506964e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
Score: -25075540.000000 Penalty: 6022.261719
	Iteration 4F: 3 clusters Score -2.507554e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111191 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -25084316.000000 Penalty: 6022.261719
	Iteration 5F: 3 clusters Score -2.508432e+07 nChanged 13367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117328 members 
Mstep: Class 2 contains 70195 members 
Entering Unmasked Estep 
Score: -25094748.000000 Penalty: 6022.261719
	Iteration 6F: 3 clusters Score -2.509475e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123086 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -25106402.000000 Penalty: 6022.261719
	Iteration 7F: 3 clusters Score -2.51064e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127189 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -25113538.000000 Penalty: 6022.261719
	Iteration 8F: 3 clusters Score -2.511354e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130380 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -25116064.000000 Penalty: 6022.261719
	Iteration 9Q: 3 clusters Score -2.511606e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133245 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -25117322.000000 Penalty: 6022.261719
	Iteration 10Q: 3 clusters Score -2.511732e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136060 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -25118564.000000 Penalty: 6022.261719
	Iteration 11Q: 3 clusters Score -2.511856e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -25119570.000000 Penalty: 6022.261719
	Iteration 12Q: 3 clusters Score -2.511957e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141552 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -25120604.000000 Penalty: 6022.261719
	Iteration 13Q: 3 clusters Score -2.51206e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144148 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -25121580.000000 Penalty: 6022.261719
	Iteration 14Q: 3 clusters Score -2.512158e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146629 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -25122494.000000 Penalty: 6022.261719
	Iteration 15Q: 3 clusters Score -2.512249e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148980 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -25123320.000000 Penalty: 6022.261719
	Iteration 16Q: 3 clusters Score -2.512332e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151222 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -25124190.000000 Penalty: 6022.261719
	Iteration 17Q: 3 clusters Score -2.512419e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153334 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -25125030.000000 Penalty: 6022.261719
	Iteration 18Q: 3 clusters Score -2.512503e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155344 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -25125600.000000 Penalty: 6022.261719
	Iteration 19Q: 3 clusters Score -2.51256e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157264 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -25126286.000000 Penalty: 6022.261719
	Iteration 20F: 3 clusters Score -2.512629e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159098 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -25126738.000000 Penalty: 6022.261719
	Iteration 21Q: 3 clusters Score -2.512674e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160860 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -25127112.000000 Penalty: 6022.261719
	Iteration 22Q: 3 clusters Score -2.512711e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162535 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -25127360.000000 Penalty: 6022.261719
	Iteration 23Q: 3 clusters Score -2.512736e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164157 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -25127622.000000 Penalty: 6022.261719
	Iteration 24Q: 3 clusters Score -2.512762e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -25127832.000000 Penalty: 6022.261719
	Iteration 25Q: 3 clusters Score -2.512783e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167118 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -25127920.000000 Penalty: 6022.261719
	Iteration 26Q: 3 clusters Score -2.512792e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168471 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -25127982.000000 Penalty: 6022.261719
	Iteration 27Q: 3 clusters Score -2.512798e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -25128032.000000 Penalty: 6022.261719
	Iteration 28Q: 3 clusters Score -2.512803e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170920 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -25128196.000000 Penalty: 6022.261719
	Iteration 29Q: 3 clusters Score -2.51282e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172053 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -25128306.000000 Penalty: 6022.261719
	Iteration 30Q: 3 clusters Score -2.512831e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173078 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -25128388.000000 Penalty: 6022.261719
	Iteration 31Q: 3 clusters Score -2.512839e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174059 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -25128428.000000 Penalty: 6022.261719
	Iteration 32Q: 3 clusters Score -2.512843e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174921 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -25128426.000000 Penalty: 6022.261719
	Iteration 33Q: 3 clusters Score -2.512843e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175710 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -25128352.000000 Penalty: 6022.261719
	Iteration 34Q: 3 clusters Score -2.512835e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176440 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -25128294.000000 Penalty: 6022.261719
	Iteration 35Q: 3 clusters Score -2.512829e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177110 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -25128256.000000 Penalty: 6022.261719
	Iteration 36Q: 3 clusters Score -2.512826e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177722 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -25128348.000000 Penalty: 6022.261719
	Iteration 37Q: 3 clusters Score -2.512835e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178282 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -25128284.000000 Penalty: 6022.261719
	Iteration 38Q: 3 clusters Score -2.512828e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178814 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -25128328.000000 Penalty: 6022.261719
	Iteration 39Q: 3 clusters Score -2.512833e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179296 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -25128340.000000 Penalty: 6022.261719
	Iteration 40F: 3 clusters Score -2.512834e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179750 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -25128374.000000 Penalty: 6022.261719
	Iteration 41Q: 3 clusters Score -2.512837e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180170 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -25128304.000000 Penalty: 6022.261719
	Iteration 42Q: 3 clusters Score -2.51283e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180534 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -25128274.000000 Penalty: 6022.261719
	Iteration 43Q: 3 clusters Score -2.512827e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180868 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -25128216.000000 Penalty: 6022.261719
	Iteration 44Q: 3 clusters Score -2.512822e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181154 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -25128156.000000 Penalty: 6022.261719
	Iteration 45Q: 3 clusters Score -2.512816e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181410 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -25128206.000000 Penalty: 6022.261719
	Iteration 46Q: 3 clusters Score -2.512821e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181669 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -25128240.000000 Penalty: 6022.261719
	Iteration 47Q: 3 clusters Score -2.512824e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181915 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -25128266.000000 Penalty: 6022.261719
	Iteration 48Q: 3 clusters Score -2.512827e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182143 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -25128226.000000 Penalty: 6022.261719
	Iteration 49Q: 3 clusters Score -2.512823e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182347 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -25128208.000000 Penalty: 6022.261719
	Iteration 50Q: 3 clusters Score -2.512821e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182533 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -25128154.000000 Penalty: 6022.261719
	Iteration 51Q: 3 clusters Score -2.512815e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -25128148.000000 Penalty: 6022.261719
	Iteration 52Q: 3 clusters Score -2.512815e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182930 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -25128174.000000 Penalty: 6022.261719
	Iteration 53Q: 3 clusters Score -2.512817e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183126 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -25128154.000000 Penalty: 6022.261719
	Iteration 54Q: 3 clusters Score -2.512815e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183308 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -25128152.000000 Penalty: 6022.261719
	Iteration 55Q: 3 clusters Score -2.512815e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183463 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -25128138.000000 Penalty: 6022.261719
	Iteration 56Q: 3 clusters Score -2.512814e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183596 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -25128134.000000 Penalty: 6022.261719
	Iteration 57Q: 3 clusters Score -2.512813e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183733 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -25128166.000000 Penalty: 6022.261719
	Iteration 58Q: 3 clusters Score -2.512817e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183862 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -25128164.000000 Penalty: 6022.261719
	Iteration 59Q: 3 clusters Score -2.512816e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183991 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -25128154.000000 Penalty: 6022.261719
	Iteration 60F: 3 clusters Score -2.512815e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184108 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -25128116.000000 Penalty: 6022.261719
	Iteration 61Q: 3 clusters Score -2.512812e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184204 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -25128098.000000 Penalty: 6022.261719
	Iteration 62Q: 3 clusters Score -2.51281e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184298 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -25128084.000000 Penalty: 6022.261719
	Iteration 63Q: 3 clusters Score -2.512808e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184369 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -25128110.000000 Penalty: 6022.261719
	Iteration 64Q: 3 clusters Score -2.512811e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184444 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -25128134.000000 Penalty: 6022.261719
	Iteration 65Q: 3 clusters Score -2.512813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184510 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -25128098.000000 Penalty: 6022.261719
	Iteration 66Q: 3 clusters Score -2.51281e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184568 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -25128094.000000 Penalty: 6022.261719
	Iteration 67Q: 3 clusters Score -2.512809e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -25128074.000000 Penalty: 6022.261719
	Iteration 68Q: 3 clusters Score -2.512807e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184661 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -25128124.000000 Penalty: 6022.261719
	Iteration 69Q: 3 clusters Score -2.512812e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184710 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -25128100.000000 Penalty: 6022.261719
	Iteration 70Q: 3 clusters Score -2.51281e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184750 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -25128106.000000 Penalty: 6022.261719
	Iteration 71Q: 3 clusters Score -2.512811e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184796 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -25128074.000000 Penalty: 6022.261719
	Iteration 72Q: 3 clusters Score -2.512807e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184831 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -25128068.000000 Penalty: 6022.261719
	Iteration 73Q: 3 clusters Score -2.512807e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184874 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -25128098.000000 Penalty: 6022.261719
	Iteration 74Q: 3 clusters Score -2.51281e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184906 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -25128114.000000 Penalty: 6022.261719
	Iteration 75Q: 3 clusters Score -2.512811e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184947 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -25128076.000000 Penalty: 6022.261719
	Iteration 76Q: 3 clusters Score -2.512808e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184999 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -25128060.000000 Penalty: 6022.261719
	Iteration 77Q: 3 clusters Score -2.512806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185034 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -25128032.000000 Penalty: 6022.261719
	Iteration 78Q: 3 clusters Score -2.512803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185063 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -25128036.000000 Penalty: 6022.261719
	Iteration 79Q: 3 clusters Score -2.512804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185094 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -25128008.000000 Penalty: 6022.261719
	Iteration 80F: 3 clusters Score -2.512801e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185119 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -25128000.000000 Penalty: 6022.261719
	Iteration 81Q: 3 clusters Score -2.5128e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185144 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -25127986.000000 Penalty: 6022.261719
	Iteration 82Q: 3 clusters Score -2.512799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185176 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -25127988.000000 Penalty: 6022.261719
	Iteration 83Q: 3 clusters Score -2.512799e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185204 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -25128010.000000 Penalty: 6022.261719
	Iteration 84Q: 3 clusters Score -2.512801e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185238 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -25127994.000000 Penalty: 6022.261719
	Iteration 85Q: 3 clusters Score -2.512799e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185268 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -25127996.000000 Penalty: 6022.261719
	Iteration 86Q: 3 clusters Score -2.5128e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185291 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -25127976.000000 Penalty: 6022.261719
	Iteration 87Q: 3 clusters Score -2.512798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185314 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -25127998.000000 Penalty: 6022.261719
	Iteration 88Q: 3 clusters Score -2.5128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185335 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -25127956.000000 Penalty: 6022.261719
	Iteration 89Q: 3 clusters Score -2.512796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185359 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -25127962.000000 Penalty: 6022.261719
	Iteration 90Q: 3 clusters Score -2.512796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185382 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -25127940.000000 Penalty: 6022.261719
	Iteration 91Q: 3 clusters Score -2.512794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185407 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -25127950.000000 Penalty: 6022.261719
	Iteration 92Q: 3 clusters Score -2.512795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185427 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -25127934.000000 Penalty: 6022.261719
	Iteration 93Q: 3 clusters Score -2.512793e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185448 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -25127942.000000 Penalty: 6022.261719
	Iteration 94Q: 3 clusters Score -2.512794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185468 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -25127932.000000 Penalty: 6022.261719
	Iteration 95Q: 3 clusters Score -2.512793e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185491 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -25127916.000000 Penalty: 6022.261719
	Iteration 96Q: 3 clusters Score -2.512792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185510 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -25127906.000000 Penalty: 6022.261719
	Iteration 97Q: 3 clusters Score -2.512791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185527 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -25127926.000000 Penalty: 6022.261719
	Iteration 98Q: 3 clusters Score -2.512793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185541 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -25127946.000000 Penalty: 6022.261719
	Iteration 99Q: 3 clusters Score -2.512795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185564 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -25127934.000000 Penalty: 6022.261719
	Iteration 100F: 3 clusters Score -2.512793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185586 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -25127924.000000 Penalty: 6022.261719
	Iteration 101Q: 3 clusters Score -2.512792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185610 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -25127900.000000 Penalty: 6022.261719
	Iteration 102Q: 3 clusters Score -2.51279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185630 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -25127908.000000 Penalty: 6022.261719
	Iteration 103Q: 3 clusters Score -2.512791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185645 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -25127898.000000 Penalty: 6022.261719
	Iteration 104Q: 3 clusters Score -2.51279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185657 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -25127918.000000 Penalty: 6022.261719
	Iteration 105Q: 3 clusters Score -2.512792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185668 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -25127922.000000 Penalty: 6022.261719
	Iteration 106Q: 3 clusters Score -2.512792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185684 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -25127904.000000 Penalty: 6022.261719
	Iteration 107Q: 3 clusters Score -2.51279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185705 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -25127880.000000 Penalty: 6022.261719
	Iteration 108Q: 3 clusters Score -2.512788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185730 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -25127910.000000 Penalty: 6022.261719
	Iteration 109Q: 3 clusters Score -2.512791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185763 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -25127896.000000 Penalty: 6022.261719
	Iteration 110Q: 3 clusters Score -2.51279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185789 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -25127866.000000 Penalty: 6022.261719
	Iteration 111Q: 3 clusters Score -2.512787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185806 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -25127848.000000 Penalty: 6022.261719
	Iteration 112Q: 3 clusters Score -2.512785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185820 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -25127852.000000 Penalty: 6022.261719
	Iteration 113Q: 3 clusters Score -2.512785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185832 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -25127892.000000 Penalty: 6022.261719
	Iteration 114Q: 3 clusters Score -2.512789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185850 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -25127870.000000 Penalty: 6022.261719
	Iteration 115Q: 3 clusters Score -2.512787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185866 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -25127864.000000 Penalty: 6022.261719
	Iteration 116Q: 3 clusters Score -2.512786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185879 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -25127882.000000 Penalty: 6022.261719
	Iteration 117Q: 3 clusters Score -2.512788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185903 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -25127910.000000 Penalty: 6022.261719
	Iteration 118Q: 3 clusters Score -2.512791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185929 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -25127900.000000 Penalty: 6022.261719
	Iteration 119Q: 3 clusters Score -2.51279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185947 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -25127908.000000 Penalty: 6022.261719
	Iteration 120F: 3 clusters Score -2.512791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185971 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -25127900.000000 Penalty: 6022.261719
	Iteration 121Q: 3 clusters Score -2.51279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185993 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -25127900.000000 Penalty: 6022.261719
	Iteration 122Q: 3 clusters Score -2.51279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186015 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -25127930.000000 Penalty: 6022.261719
	Iteration 123Q: 3 clusters Score -2.512793e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186034 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -25127952.000000 Penalty: 6022.261719
	Iteration 124Q: 3 clusters Score -2.512795e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186056 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -25127978.000000 Penalty: 6022.261719
	Iteration 125Q: 3 clusters Score -2.512798e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186079 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -25127978.000000 Penalty: 6022.261719
	Iteration 126Q: 3 clusters Score -2.512798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186100 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -25127976.000000 Penalty: 6022.261719
	Iteration 127Q: 3 clusters Score -2.512798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186119 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -25127974.000000 Penalty: 6022.261719
	Iteration 128Q: 3 clusters Score -2.512797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186128 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -25127972.000000 Penalty: 6022.261719
	Iteration 129Q: 3 clusters Score -2.512797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186135 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -25127964.000000 Penalty: 6022.261719
	Iteration 130Q: 3 clusters Score -2.512796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186140 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -25127960.000000 Penalty: 6022.261719
	Iteration 131Q: 3 clusters Score -2.512796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186147 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -25127954.000000 Penalty: 6022.261719
	Iteration 132Q: 3 clusters Score -2.512795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186149 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -25127960.000000 Penalty: 6022.261719
	Iteration 133Q: 3 clusters Score -2.512796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186152 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -25127942.000000 Penalty: 6022.261719
	Iteration 134Q: 3 clusters Score -2.512794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186156 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -25127932.000000 Penalty: 6022.261719
	Iteration 135Q: 3 clusters Score -2.512793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186159 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -25127942.000000 Penalty: 6022.261719
	Iteration 136Q: 3 clusters Score -2.512794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186161 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -25127930.000000 Penalty: 6022.261719
	Iteration 137Q: 3 clusters Score -2.512793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186162 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -25127950.000000 Penalty: 6022.261719
	Iteration 138Q: 3 clusters Score -2.512795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186164 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -25127938.000000 Penalty: 6022.261719
	Iteration 139Q: 3 clusters Score -2.512794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186167 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -25127940.000000 Penalty: 6022.261719
	Iteration 140F: 3 clusters Score -2.512794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186169 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -25127948.000000 Penalty: 6022.261719
	Iteration 141Q: 3 clusters Score -2.512795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186172 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -25127950.000000 Penalty: 6022.261719
	Iteration 142Q: 3 clusters Score -2.512795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186178 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -25127948.000000 Penalty: 6022.261719
	Iteration 143Q: 3 clusters Score -2.512795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186179 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -25127944.000000 Penalty: 6022.261719
	Iteration 144Q: 3 clusters Score -2.512794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186179 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -25127944.000000 Penalty: 6022.261719
	Iteration 145F: 3 clusters Score -2.512794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Entering Unmasked Estep 
Score: -5512062.500000 Penalty: 2632.280029
	Iteration 0F: 2 clusters Score -5512062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -5484561.500000 Penalty: 5264.560059
	Iteration 0F: 3 clusters Score -5484562 nChanged 18534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -5494579.000000 Penalty: 5264.560059
	Iteration 1F: 3 clusters Score -5494579 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -5495163.000000 Penalty: 5264.560059
	Iteration 2Q: 3 clusters Score -5495163 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -5495830.500000 Penalty: 5264.560059
	Iteration 3Q: 3 clusters Score -5495830 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5496615.500000 Penalty: 5264.560059
	Iteration 4Q: 3 clusters Score -5496616 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -5497575.000000 Penalty: 5264.560059
	Iteration 5Q: 3 clusters Score -5497575 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -5498672.000000 Penalty: 5264.560059
	Iteration 6Q: 3 clusters Score -5498672 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -5500001.000000 Penalty: 5264.560059
	Iteration 7Q: 3 clusters Score -5500001 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -5501517.500000 Penalty: 5264.560059
	Iteration 8F: 3 clusters Score -5501518 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -5503106.000000 Penalty: 5264.560059
	Iteration 9F: 3 clusters Score -5503106 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -5504776.500000 Penalty: 5264.560059
	Iteration 10F: 3 clusters Score -5504776 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -5506189.000000 Penalty: 5264.560059
	Iteration 11Q: 3 clusters Score -5506189 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -5507339.500000 Penalty: 5264.560059
	Iteration 12Q: 3 clusters Score -5507340 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -5508091.000000 Penalty: 5264.560059
	Iteration 13Q: 3 clusters Score -5508091 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -5508650.500000 Penalty: 5264.560059
	Iteration 14Q: 3 clusters Score -5508650 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -5509011.000000 Penalty: 5264.560059
	Iteration 15Q: 3 clusters Score -5509011 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -5509264.000000 Penalty: 5264.560059
	Iteration 16Q: 3 clusters Score -5509264 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5509419.500000 Penalty: 5264.560059
	Iteration 17Q: 3 clusters Score -5509420 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -5509519.000000 Penalty: 5264.560059
	Iteration 18Q: 3 clusters Score -5509519 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -5509594.000000 Penalty: 5264.560059
	Iteration 19Q: 3 clusters Score -5509594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -5509632.500000 Penalty: 5264.560059
	Iteration 20F: 3 clusters Score -5509632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -5509662.500000 Penalty: 5264.560059
	Iteration 21Q: 3 clusters Score -5509662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -5509689.000000 Penalty: 5264.560059
	Iteration 22Q: 3 clusters Score -5509689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5509700.500000 Penalty: 5264.560059
	Iteration 23Q: 3 clusters Score -5509700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -5509724.000000 Penalty: 5264.560059
	Iteration 24Q: 3 clusters Score -5509724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -5509731.500000 Penalty: 5264.560059
	Iteration 25Q: 3 clusters Score -5509732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -5509750.000000 Penalty: 5264.560059
	Iteration 26Q: 3 clusters Score -5509750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5509757.500000 Penalty: 5264.560059
	Iteration 27Q: 3 clusters Score -5509758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -5509767.500000 Penalty: 5264.560059
	Iteration 28Q: 3 clusters Score -5509768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -5509776.500000 Penalty: 5264.560059
	Iteration 29Q: 3 clusters Score -5509776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5509777.500000 Penalty: 5264.560059
	Iteration 30Q: 3 clusters Score -5509778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -5509781.000000 Penalty: 5264.560059
	Iteration 31Q: 3 clusters Score -5509781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -5509788.500000 Penalty: 5264.560059
	Iteration 32Q: 3 clusters Score -5509788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -5509794.500000 Penalty: 5264.560059
	Iteration 33Q: 3 clusters Score -5509794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -5509801.000000 Penalty: 5264.560059
	Iteration 34Q: 3 clusters Score -5509801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -5509804.500000 Penalty: 5264.560059
	Iteration 35Q: 3 clusters Score -5509804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -5509808.000000 Penalty: 5264.560059
	Iteration 36Q: 3 clusters Score -5509808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -5509806.500000 Penalty: 5264.560059
	Iteration 37Q: 3 clusters Score -5509806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -5509806.500000 Penalty: 5264.560059
	Iteration 38Q: 3 clusters Score -5509806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -5509812.000000 Penalty: 5264.560059
	Iteration 39Q: 3 clusters Score -5509812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5509808.500000 Penalty: 5264.560059
	Iteration 40F: 3 clusters Score -5509808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5509813.000000 Penalty: 5264.560059
	Iteration 41Q: 3 clusters Score -5509813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -5509817.000000 Penalty: 5264.560059
	Iteration 42Q: 3 clusters Score -5509817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -5509816.500000 Penalty: 5264.560059
	Iteration 43Q: 3 clusters Score -5509816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5509820.000000 Penalty: 5264.560059
	Iteration 44Q: 3 clusters Score -5509820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -5509820.000000 Penalty: 5264.560059
	Iteration 45Q: 3 clusters Score -5509820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -5509819.500000 Penalty: 5264.560059
	Iteration 46Q: 3 clusters Score -5509820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -5509821.500000 Penalty: 5264.560059
	Iteration 47Q: 3 clusters Score -5509822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -5509825.500000 Penalty: 5264.560059
	Iteration 48Q: 3 clusters Score -5509826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -5509832.500000 Penalty: 5264.560059
	Iteration 49Q: 3 clusters Score -5509832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -5509832.500000 Penalty: 5264.560059
	Iteration 50Q: 3 clusters Score -5509832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5509833.500000 Penalty: 5264.560059
	Iteration 51Q: 3 clusters Score -5509834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5509833.500000 Penalty: 5264.560059
	Iteration 52F: 3 clusters Score -5509834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -112392.812500 Penalty: 1696.190186
	Iteration 0F: 2 clusters Score -112392.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -110607.656250 Penalty: 3392.380371
	Iteration 0F: 3 clusters Score -110607.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -110957.773438 Penalty: 3392.380371
	Iteration 1F: 3 clusters Score -110957.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -111073.828125 Penalty: 3392.380371
	Iteration 2F: 3 clusters Score -111073.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -111129.593750 Penalty: 3392.380371
	Iteration 3Q: 3 clusters Score -111129.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -111163.632812 Penalty: 3392.380371
	Iteration 4Q: 3 clusters Score -111163.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -111189.625000 Penalty: 3392.380371
	Iteration 5Q: 3 clusters Score -111189.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -111210.101562 Penalty: 3392.380371
	Iteration 6Q: 3 clusters Score -111210.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111246.218750 Penalty: 3392.380371
	Iteration 7Q: 3 clusters Score -111246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -111269.640625 Penalty: 3392.380371
	Iteration 8Q: 3 clusters Score -111269.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -111287.062500 Penalty: 3392.380371
	Iteration 9Q: 3 clusters Score -111287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -111297.867188 Penalty: 3392.380371
	Iteration 10Q: 3 clusters Score -111297.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111305.390625 Penalty: 3392.380371
	Iteration 11Q: 3 clusters Score -111305.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -111310.164062 Penalty: 3392.380371
	Iteration 12Q: 3 clusters Score -111310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111317.992188 Penalty: 3392.380371
	Iteration 13Q: 3 clusters Score -111318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -111329.093750 Penalty: 3392.380371
	Iteration 14Q: 3 clusters Score -111329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -111340.132812 Penalty: 3392.380371
	Iteration 15Q: 3 clusters Score -111340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -111357.101562 Penalty: 3392.380371
	Iteration 16Q: 3 clusters Score -111357.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -111367.828125 Penalty: 3392.380371
	Iteration 17Q: 3 clusters Score -111367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -111380.312500 Penalty: 3392.380371
	Iteration 18Q: 3 clusters Score -111380.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -111395.937500 Penalty: 3392.380371
	Iteration 19Q: 3 clusters Score -111395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -111429.648438 Penalty: 3392.380371
	Iteration 20F: 3 clusters Score -111429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -111444.171875 Penalty: 3392.380371
	Iteration 21Q: 3 clusters Score -111444.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -111465.195312 Penalty: 3392.380371
	Iteration 22Q: 3 clusters Score -111465.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111478.898438 Penalty: 3392.380371
	Iteration 23Q: 3 clusters Score -111478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -111490.296875 Penalty: 3392.380371
	Iteration 24Q: 3 clusters Score -111490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -111499.132812 Penalty: 3392.380371
	Iteration 25Q: 3 clusters Score -111499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -111576.492188 Penalty: 3392.380371
	Iteration 26Q: 3 clusters Score -111576.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111638.070312 Penalty: 3392.380371
	Iteration 27Q: 3 clusters Score -111638.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -111653.625000 Penalty: 3392.380371
	Iteration 28Q: 3 clusters Score -111653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -111660.734375 Penalty: 3392.380371
	Iteration 29Q: 3 clusters Score -111660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -111669.109375 Penalty: 3392.380371
	Iteration 30Q: 3 clusters Score -111669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -111676.625000 Penalty: 3392.380371
	Iteration 31Q: 3 clusters Score -111676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111679.750000 Penalty: 3392.380371
	Iteration 32Q: 3 clusters Score -111679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111679.750000 Penalty: 3392.380371
	Iteration 33F: 3 clusters Score -111679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -416399.468750 Penalty: 2004.359131
	Iteration 0F: 2 clusters Score -416399.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -412954.750000 Penalty: 4008.718262
	Iteration 0F: 3 clusters Score -412954.8 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -413746.625000 Penalty: 4008.718262
	Iteration 1F: 3 clusters Score -413746.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -414009.750000 Penalty: 4008.718262
	Iteration 2F: 3 clusters Score -414009.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -414271.343750 Penalty: 4008.718262
	Iteration 3F: 3 clusters Score -414271.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -414565.781250 Penalty: 4008.718262
	Iteration 4F: 3 clusters Score -414565.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -414858.375000 Penalty: 4008.718262
	Iteration 5F: 3 clusters Score -414858.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -415035.343750 Penalty: 4008.718262
	Iteration 6F: 3 clusters Score -415035.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -415201.656250 Penalty: 4008.718262
	Iteration 7Q: 3 clusters Score -415201.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -415364.000000 Penalty: 4008.718262
	Iteration 8Q: 3 clusters Score -415364 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -415493.531250 Penalty: 4008.718262
	Iteration 9Q: 3 clusters Score -415493.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -415588.062500 Penalty: 4008.718262
	Iteration 10Q: 3 clusters Score -415588.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -415654.281250 Penalty: 4008.718262
	Iteration 11Q: 3 clusters Score -415654.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -415704.312500 Penalty: 4008.718262
	Iteration 12Q: 3 clusters Score -415704.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -415753.812500 Penalty: 4008.718262
	Iteration 13Q: 3 clusters Score -415753.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -415793.218750 Penalty: 4008.718262
	Iteration 14Q: 3 clusters Score -415793.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -415809.468750 Penalty: 4008.718262
	Iteration 15Q: 3 clusters Score -415809.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -415817.343750 Penalty: 4008.718262
	Iteration 16Q: 3 clusters Score -415817.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -415820.968750 Penalty: 4008.718262
	Iteration 17Q: 3 clusters Score -415821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -415823.937500 Penalty: 4008.718262
	Iteration 18Q: 3 clusters Score -415823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -415827.000000 Penalty: 4008.718262
	Iteration 19Q: 3 clusters Score -415827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -415827.750000 Penalty: 4008.718262
	Iteration 20F: 3 clusters Score -415827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -415828.468750 Penalty: 4008.718262
	Iteration 21Q: 3 clusters Score -415828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -415830.937500 Penalty: 4008.718262
	Iteration 22Q: 3 clusters Score -415830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -415835.781250 Penalty: 4008.718262
	Iteration 23Q: 3 clusters Score -415835.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -415845.375000 Penalty: 4008.718262
	Iteration 24Q: 3 clusters Score -415845.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -415850.781250 Penalty: 4008.718262
	Iteration 25Q: 3 clusters Score -415850.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -415856.593750 Penalty: 4008.718262
	Iteration 26Q: 3 clusters Score -415856.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -415859.343750 Penalty: 4008.718262
	Iteration 27Q: 3 clusters Score -415859.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -415864.406250 Penalty: 4008.718262
	Iteration 28Q: 3 clusters Score -415864.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -415869.531250 Penalty: 4008.718262
	Iteration 29Q: 3 clusters Score -415869.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -415873.562500 Penalty: 4008.718262
	Iteration 30Q: 3 clusters Score -415873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -415880.000000 Penalty: 4008.718262
	Iteration 31Q: 3 clusters Score -415880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -415881.343750 Penalty: 4008.718262
	Iteration 32Q: 3 clusters Score -415881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -415882.687500 Penalty: 4008.718262
	Iteration 33Q: 3 clusters Score -415882.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -415885.000000 Penalty: 4008.718262
	Iteration 34Q: 3 clusters Score -415885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -415885.750000 Penalty: 4008.718262
	Iteration 35Q: 3 clusters Score -415885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -415885.906250 Penalty: 4008.718262
	Iteration 36Q: 3 clusters Score -415885.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -415885.906250 Penalty: 4008.718262
	Iteration 37F: 3 clusters Score -415885.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Entering Unmasked Estep 
Score: -1226636.875000 Penalty: 2275.174561
	Iteration 0F: 2 clusters Score -1226637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1219133.750000 Penalty: 4550.349121
	Iteration 0F: 3 clusters Score -1219134 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1221288.000000 Penalty: 4550.349121
	Iteration 1F: 3 clusters Score -1221288 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1221680.875000 Penalty: 4550.349121
	Iteration 2F: 3 clusters Score -1221681 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1222017.750000 Penalty: 4550.349121
	Iteration 3F: 3 clusters Score -1222018 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1222348.500000 Penalty: 4550.349121
	Iteration 4F: 3 clusters Score -1222348 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1222650.500000 Penalty: 4550.349121
	Iteration 5Q: 3 clusters Score -1222650 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1222896.875000 Penalty: 4550.349121
	Iteration 6Q: 3 clusters Score -1222897 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1223107.875000 Penalty: 4550.349121
	Iteration 7Q: 3 clusters Score -1223108 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1223299.750000 Penalty: 4550.349121
	Iteration 8Q: 3 clusters Score -1223300 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1223466.875000 Penalty: 4550.349121
	Iteration 9Q: 3 clusters Score -1223467 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1223630.625000 Penalty: 4550.349121
	Iteration 10Q: 3 clusters Score -1223631 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1223807.500000 Penalty: 4550.349121
	Iteration 11Q: 3 clusters Score -1223808 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1223975.500000 Penalty: 4550.349121
	Iteration 12Q: 3 clusters Score -1223976 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1224107.125000 Penalty: 4550.349121
	Iteration 13Q: 3 clusters Score -1224107 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1224205.000000 Penalty: 4550.349121
	Iteration 14Q: 3 clusters Score -1224205 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1224302.375000 Penalty: 4550.349121
	Iteration 15Q: 3 clusters Score -1224302 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1224393.625000 Penalty: 4550.349121
	Iteration 16Q: 3 clusters Score -1224394 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1224456.750000 Penalty: 4550.349121
	Iteration 17Q: 3 clusters Score -1224457 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1224512.250000 Penalty: 4550.349121
	Iteration 18Q: 3 clusters Score -1224512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1224551.000000 Penalty: 4550.349121
	Iteration 19Q: 3 clusters Score -1224551 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1224585.750000 Penalty: 4550.349121
	Iteration 20F: 3 clusters Score -1224586 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1224623.625000 Penalty: 4550.349121
	Iteration 21Q: 3 clusters Score -1224624 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1224654.250000 Penalty: 4550.349121
	Iteration 22Q: 3 clusters Score -1224654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1224694.750000 Penalty: 4550.349121
	Iteration 23Q: 3 clusters Score -1224695 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1224723.000000 Penalty: 4550.349121
	Iteration 24Q: 3 clusters Score -1224723 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1224750.625000 Penalty: 4550.349121
	Iteration 25Q: 3 clusters Score -1224751 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1224777.750000 Penalty: 4550.349121
	Iteration 26Q: 3 clusters Score -1224778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1224800.250000 Penalty: 4550.349121
	Iteration 27Q: 3 clusters Score -1224800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1224821.250000 Penalty: 4550.349121
	Iteration 28Q: 3 clusters Score -1224821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1224835.250000 Penalty: 4550.349121
	Iteration 29Q: 3 clusters Score -1224835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1224846.500000 Penalty: 4550.349121
	Iteration 30Q: 3 clusters Score -1224846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1224859.875000 Penalty: 4550.349121
	Iteration 31Q: 3 clusters Score -1224860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1224864.625000 Penalty: 4550.349121
	Iteration 32Q: 3 clusters Score -1224865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1224871.500000 Penalty: 4550.349121
	Iteration 33Q: 3 clusters Score -1224872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1224875.375000 Penalty: 4550.349121
	Iteration 34Q: 3 clusters Score -1224875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1224879.750000 Penalty: 4550.349121
	Iteration 35Q: 3 clusters Score -1224880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1224887.125000 Penalty: 4550.349121
	Iteration 36Q: 3 clusters Score -1224887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1224892.375000 Penalty: 4550.349121
	Iteration 37Q: 3 clusters Score -1224892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1224893.750000 Penalty: 4550.349121
	Iteration 38Q: 3 clusters Score -1224894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1224901.125000 Penalty: 4550.349121
	Iteration 39Q: 3 clusters Score -1224901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1224904.750000 Penalty: 4550.349121
	Iteration 40F: 3 clusters Score -1224905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1224909.125000 Penalty: 4550.349121
	Iteration 41Q: 3 clusters Score -1224909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1224914.750000 Penalty: 4550.349121
	Iteration 42Q: 3 clusters Score -1224915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1224921.250000 Penalty: 4550.349121
	Iteration 43Q: 3 clusters Score -1224921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1224925.375000 Penalty: 4550.349121
	Iteration 44Q: 3 clusters Score -1224925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1224930.500000 Penalty: 4550.349121
	Iteration 45Q: 3 clusters Score -1224930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1224931.625000 Penalty: 4550.349121
	Iteration 46Q: 3 clusters Score -1224932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1224937.375000 Penalty: 4550.349121
	Iteration 47Q: 3 clusters Score -1224937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1224940.750000 Penalty: 4550.349121
	Iteration 48Q: 3 clusters Score -1224941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1224940.250000 Penalty: 4550.349121
	Iteration 49Q: 3 clusters Score -1224940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1224941.875000 Penalty: 4550.349121
	Iteration 50Q: 3 clusters Score -1224942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1224942.750000 Penalty: 4550.349121
	Iteration 51Q: 3 clusters Score -1224943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1224947.000000 Penalty: 4550.349121
	Iteration 52Q: 3 clusters Score -1224947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1224951.250000 Penalty: 4550.349121
	Iteration 53Q: 3 clusters Score -1224951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1224955.125000 Penalty: 4550.349121
	Iteration 54Q: 3 clusters Score -1224955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1224955.875000 Penalty: 4550.349121
	Iteration 55Q: 3 clusters Score -1224956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1224961.500000 Penalty: 4550.349121
	Iteration 56Q: 3 clusters Score -1224962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1224964.000000 Penalty: 4550.349121
	Iteration 57Q: 3 clusters Score -1224964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1224966.125000 Penalty: 4550.349121
	Iteration 58Q: 3 clusters Score -1224966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1224969.875000 Penalty: 4550.349121
	Iteration 59Q: 3 clusters Score -1224970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1224968.875000 Penalty: 4550.349121
	Iteration 60F: 3 clusters Score -1224969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1224973.625000 Penalty: 4550.349121
	Iteration 61Q: 3 clusters Score -1224974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1224978.000000 Penalty: 4550.349121
	Iteration 62Q: 3 clusters Score -1224978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1224976.500000 Penalty: 4550.349121
	Iteration 63Q: 3 clusters Score -1224976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1224978.000000 Penalty: 4550.349121
	Iteration 64Q: 3 clusters Score -1224978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1224980.875000 Penalty: 4550.349121
	Iteration 65Q: 3 clusters Score -1224981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1224986.500000 Penalty: 4550.349121
	Iteration 66Q: 3 clusters Score -1224986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1224990.625000 Penalty: 4550.349121
	Iteration 67Q: 3 clusters Score -1224991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1224995.500000 Penalty: 4550.349121
	Iteration 68Q: 3 clusters Score -1224996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1225001.125000 Penalty: 4550.349121
	Iteration 69Q: 3 clusters Score -1225001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1225005.125000 Penalty: 4550.349121
	Iteration 70Q: 3 clusters Score -1225005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1225006.750000 Penalty: 4550.349121
	Iteration 71Q: 3 clusters Score -1225007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1225010.375000 Penalty: 4550.349121
	Iteration 72Q: 3 clusters Score -1225010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1225013.625000 Penalty: 4550.349121
	Iteration 73Q: 3 clusters Score -1225014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1225015.375000 Penalty: 4550.349121
	Iteration 74Q: 3 clusters Score -1225015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1225017.500000 Penalty: 4550.349121
	Iteration 75Q: 3 clusters Score -1225018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1225020.000000 Penalty: 4550.349121
	Iteration 76Q: 3 clusters Score -1225020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1225022.750000 Penalty: 4550.349121
	Iteration 77Q: 3 clusters Score -1225023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1225026.000000 Penalty: 4550.349121
	Iteration 78Q: 3 clusters Score -1225026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1225032.375000 Penalty: 4550.349121
	Iteration 79Q: 3 clusters Score -1225032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1225035.750000 Penalty: 4550.349121
	Iteration 80F: 3 clusters Score -1225036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1225040.875000 Penalty: 4550.349121
	Iteration 81Q: 3 clusters Score -1225041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1225045.125000 Penalty: 4550.349121
	Iteration 82Q: 3 clusters Score -1225045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1225047.500000 Penalty: 4550.349121
	Iteration 83Q: 3 clusters Score -1225048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1225055.000000 Penalty: 4550.349121
	Iteration 84Q: 3 clusters Score -1225055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1225063.625000 Penalty: 4550.349121
	Iteration 85Q: 3 clusters Score -1225064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1225068.125000 Penalty: 4550.349121
	Iteration 86Q: 3 clusters Score -1225068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1225073.750000 Penalty: 4550.349121
	Iteration 87Q: 3 clusters Score -1225074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1225079.250000 Penalty: 4550.349121
	Iteration 88Q: 3 clusters Score -1225079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1225088.375000 Penalty: 4550.349121
	Iteration 89Q: 3 clusters Score -1225088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1225095.500000 Penalty: 4550.349121
	Iteration 90Q: 3 clusters Score -1225096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1225102.750000 Penalty: 4550.349121
	Iteration 91Q: 3 clusters Score -1225103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1225112.250000 Penalty: 4550.349121
	Iteration 92Q: 3 clusters Score -1225112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1225118.500000 Penalty: 4550.349121
	Iteration 93Q: 3 clusters Score -1225118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1225128.500000 Penalty: 4550.349121
	Iteration 94Q: 3 clusters Score -1225128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1225133.000000 Penalty: 4550.349121
	Iteration 95Q: 3 clusters Score -1225133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1225138.375000 Penalty: 4550.349121
	Iteration 96Q: 3 clusters Score -1225138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1225142.125000 Penalty: 4550.349121
	Iteration 97Q: 3 clusters Score -1225142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1225145.000000 Penalty: 4550.349121
	Iteration 98Q: 3 clusters Score -1225145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1225143.750000 Penalty: 4550.349121
	Iteration 99Q: 3 clusters Score -1225144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1225146.625000 Penalty: 4550.349121
	Iteration 100F: 3 clusters Score -1225147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1225148.750000 Penalty: 4550.349121
	Iteration 101Q: 3 clusters Score -1225149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1225148.625000 Penalty: 4550.349121
	Iteration 102Q: 3 clusters Score -1225149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1225150.375000 Penalty: 4550.349121
	Iteration 103Q: 3 clusters Score -1225150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1225150.125000 Penalty: 4550.349121
	Iteration 104Q: 3 clusters Score -1225150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1225154.000000 Penalty: 4550.349121
	Iteration 105Q: 3 clusters Score -1225154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1225156.000000 Penalty: 4550.349121
	Iteration 106Q: 3 clusters Score -1225156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1225160.125000 Penalty: 4550.349121
	Iteration 107Q: 3 clusters Score -1225160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1225162.250000 Penalty: 4550.349121
	Iteration 108Q: 3 clusters Score -1225162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1225162.625000 Penalty: 4550.349121
	Iteration 109Q: 3 clusters Score -1225163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1225165.875000 Penalty: 4550.349121
	Iteration 110Q: 3 clusters Score -1225166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1225165.750000 Penalty: 4550.349121
	Iteration 111Q: 3 clusters Score -1225166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1225167.250000 Penalty: 4550.349121
	Iteration 112Q: 3 clusters Score -1225167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1225166.875000 Penalty: 4550.349121
	Iteration 113Q: 3 clusters Score -1225167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1225166.875000 Penalty: 4550.349121
	Iteration 114F: 3 clusters Score -1225167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Entering Unmasked Estep 
Score: -5741058.500000 Penalty: 2651.653076
	Iteration 0F: 2 clusters Score -5741058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5711247.500000 Penalty: 5303.306152
	Iteration 0F: 3 clusters Score -5711248 nChanged 20173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -5722519.000000 Penalty: 5303.306152
	Iteration 1F: 3 clusters Score -5722519 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -5723043.000000 Penalty: 5303.306152
	Iteration 2Q: 3 clusters Score -5723043 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5723531.000000 Penalty: 5303.306152
	Iteration 3Q: 3 clusters Score -5723531 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5724051.000000 Penalty: 5303.306152
	Iteration 4Q: 3 clusters Score -5724051 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5724639.000000 Penalty: 5303.306152
	Iteration 5Q: 3 clusters Score -5724639 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -5725288.500000 Penalty: 5303.306152
	Iteration 6Q: 3 clusters Score -5725288 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -5725994.500000 Penalty: 5303.306152
	Iteration 7Q: 3 clusters Score -5725994 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -5726865.500000 Penalty: 5303.306152
	Iteration 8Q: 3 clusters Score -5726866 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5727915.500000 Penalty: 5303.306152
	Iteration 9Q: 3 clusters Score -5727916 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -5729065.000000 Penalty: 5303.306152
	Iteration 10Q: 3 clusters Score -5729065 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -5730290.500000 Penalty: 5303.306152
	Iteration 11F: 3 clusters Score -5730290 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -5731731.000000 Penalty: 5303.306152
	Iteration 12Q: 3 clusters Score -5731731 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -5733307.500000 Penalty: 5303.306152
	Iteration 13Q: 3 clusters Score -5733308 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -5735133.000000 Penalty: 5303.306152
	Iteration 14Q: 3 clusters Score -5735133 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5736827.500000 Penalty: 5303.306152
	Iteration 15Q: 3 clusters Score -5736828 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5737871.000000 Penalty: 5303.306152
	Iteration 16Q: 3 clusters Score -5737871 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5738366.000000 Penalty: 5303.306152
	Iteration 17Q: 3 clusters Score -5738366 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5738562.000000 Penalty: 5303.306152
	Iteration 18Q: 3 clusters Score -5738562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5738649.000000 Penalty: 5303.306152
	Iteration 19Q: 3 clusters Score -5738649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5738694.000000 Penalty: 5303.306152
	Iteration 20F: 3 clusters Score -5738694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5738709.000000 Penalty: 5303.306152
	Iteration 21Q: 3 clusters Score -5738709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5738719.500000 Penalty: 5303.306152
	Iteration 22Q: 3 clusters Score -5738720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5738720.000000 Penalty: 5303.306152
	Iteration 23Q: 3 clusters Score -5738720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5738724.500000 Penalty: 5303.306152
	Iteration 24Q: 3 clusters Score -5738724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5738729.500000 Penalty: 5303.306152
	Iteration 25Q: 3 clusters Score -5738730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5738730.500000 Penalty: 5303.306152
	Iteration 26Q: 3 clusters Score -5738730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5738728.000000 Penalty: 5303.306152
	Iteration 27Q: 3 clusters Score -5738728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5738732.500000 Penalty: 5303.306152
	Iteration 28Q: 3 clusters Score -5738732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5738732.500000 Penalty: 5303.306152
	Iteration 29F: 3 clusters Score -5738732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Entering Unmasked Estep 
Score: -431224.406250 Penalty: 2007.405884
	Iteration 0F: 2 clusters Score -431224.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -427886.312500 Penalty: 4014.811768
	Iteration 0F: 3 clusters Score -427886.3 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -428824.906250 Penalty: 4014.811768
	Iteration 1F: 3 clusters Score -428824.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -429433.468750 Penalty: 4014.811768
	Iteration 2F: 3 clusters Score -429433.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -430076.656250 Penalty: 4014.811768
	Iteration 3F: 3 clusters Score -430076.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -430961.218750 Penalty: 4014.811768
	Iteration 4F: 3 clusters Score -430961.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -431807.218750 Penalty: 4014.811768
	Iteration 5F: 3 clusters Score -431807.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -432120.531250 Penalty: 4014.811768
	Iteration 6Q: 3 clusters Score -432120.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -432204.031250 Penalty: 4014.811768
	Iteration 7Q: 3 clusters Score -432204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -432218.093750 Penalty: 4014.811768
	Iteration 8Q: 3 clusters Score -432218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -432218.625000 Penalty: 4014.811768
	Iteration 9Q: 3 clusters Score -432218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -432219.125000 Penalty: 4014.811768
	Iteration 10Q: 3 clusters Score -432219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -432219.750000 Penalty: 4014.811768
	Iteration 11Q: 3 clusters Score -432219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -432219.750000 Penalty: 4014.811768
	Iteration 12F: 3 clusters Score -432219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187523 members 
Mstep: Class 2 contains 40702 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9644 members 
Mstep: Class 6 contains 44009 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 11293 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 192384 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23306 members 
Mstep: Class 14 contains 162713 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 17 contains 195854 members 
Mstep: Class 18 contains 170838 members 
Mstep: Class 21 contains 37488 members 
Mstep: Class 23 contains 5764 members 
Entering Unmasked Estep 
Score: -144350192.000000 Penalty: 68977.492188
Splitting cluster 7 changes total score from -144350592.000000 to -144350192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (11293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Entering Unmasked Estep 
Score: -1508455.250000 Penalty: 2314.320801
	Iteration 0F: 2 clusters Score -1508455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1499866.375000 Penalty: 4628.641602
	Iteration 0F: 3 clusters Score -1499866 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1502331.000000 Penalty: 4628.641602
	Iteration 1F: 3 clusters Score -1502331 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1502656.875000 Penalty: 4628.641602
	Iteration 2F: 3 clusters Score -1502657 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1502881.500000 Penalty: 4628.641602
	Iteration 3F: 3 clusters Score -1502882 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1503051.375000 Penalty: 4628.641602
	Iteration 4Q: 3 clusters Score -1503051 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1503234.750000 Penalty: 4628.641602
	Iteration 5Q: 3 clusters Score -1503235 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1503412.375000 Penalty: 4628.641602
	Iteration 6Q: 3 clusters Score -1503412 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1503575.875000 Penalty: 4628.641602
	Iteration 7Q: 3 clusters Score -1503576 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1503764.250000 Penalty: 4628.641602
	Iteration 8Q: 3 clusters Score -1503764 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1503998.750000 Penalty: 4628.641602
	Iteration 9Q: 3 clusters Score -1503999 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1504207.375000 Penalty: 4628.641602
	Iteration 10Q: 3 clusters Score -1504207 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1504437.875000 Penalty: 4628.641602
	Iteration 11Q: 3 clusters Score -1504438 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1504680.250000 Penalty: 4628.641602
	Iteration 12Q: 3 clusters Score -1504680 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1504946.500000 Penalty: 4628.641602
	Iteration 13Q: 3 clusters Score -1504946 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1505268.250000 Penalty: 4628.641602
	Iteration 14Q: 3 clusters Score -1505268 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1505557.125000 Penalty: 4628.641602
	Iteration 15Q: 3 clusters Score -1505557 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1505740.500000 Penalty: 4628.641602
	Iteration 16Q: 3 clusters Score -1505740 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1505869.875000 Penalty: 4628.641602
	Iteration 17Q: 3 clusters Score -1505870 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1505956.500000 Penalty: 4628.641602
	Iteration 18Q: 3 clusters Score -1505956 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1506003.875000 Penalty: 4628.641602
	Iteration 19Q: 3 clusters Score -1506004 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1506036.375000 Penalty: 4628.641602
	Iteration 20F: 3 clusters Score -1506036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1506065.250000 Penalty: 4628.641602
	Iteration 21Q: 3 clusters Score -1506065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1506083.000000 Penalty: 4628.641602
	Iteration 22Q: 3 clusters Score -1506083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1506092.875000 Penalty: 4628.641602
	Iteration 23Q: 3 clusters Score -1506093 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1506109.625000 Penalty: 4628.641602
	Iteration 24Q: 3 clusters Score -1506110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1506113.125000 Penalty: 4628.641602
	Iteration 25Q: 3 clusters Score -1506113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1506122.625000 Penalty: 4628.641602
	Iteration 26Q: 3 clusters Score -1506123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1506133.000000 Penalty: 4628.641602
	Iteration 27Q: 3 clusters Score -1506133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1506138.500000 Penalty: 4628.641602
	Iteration 28Q: 3 clusters Score -1506138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1506142.875000 Penalty: 4628.641602
	Iteration 29Q: 3 clusters Score -1506143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1506144.500000 Penalty: 4628.641602
	Iteration 30Q: 3 clusters Score -1506144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1506148.875000 Penalty: 4628.641602
	Iteration 31Q: 3 clusters Score -1506149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1506149.375000 Penalty: 4628.641602
	Iteration 32Q: 3 clusters Score -1506149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1506153.875000 Penalty: 4628.641602
	Iteration 33Q: 3 clusters Score -1506154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1506154.625000 Penalty: 4628.641602
	Iteration 34Q: 3 clusters Score -1506155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1506158.500000 Penalty: 4628.641602
	Iteration 35Q: 3 clusters Score -1506158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1506157.375000 Penalty: 4628.641602
	Iteration 36Q: 3 clusters Score -1506157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1506160.375000 Penalty: 4628.641602
	Iteration 37Q: 3 clusters Score -1506160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1506160.125000 Penalty: 4628.641602
	Iteration 38Q: 3 clusters Score -1506160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1506162.000000 Penalty: 4628.641602
	Iteration 39Q: 3 clusters Score -1506162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1506163.875000 Penalty: 4628.641602
	Iteration 40F: 3 clusters Score -1506164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1506167.125000 Penalty: 4628.641602
	Iteration 41Q: 3 clusters Score -1506167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1506164.875000 Penalty: 4628.641602
	Iteration 42Q: 3 clusters Score -1506165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1506163.500000 Penalty: 4628.641602
	Iteration 43Q: 3 clusters Score -1506164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1506166.375000 Penalty: 4628.641602
	Iteration 44Q: 3 clusters Score -1506166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1506163.750000 Penalty: 4628.641602
	Iteration 45Q: 3 clusters Score -1506164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1506168.750000 Penalty: 4628.641602
	Iteration 46Q: 3 clusters Score -1506169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1506169.875000 Penalty: 4628.641602
	Iteration 47Q: 3 clusters Score -1506170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1506168.125000 Penalty: 4628.641602
	Iteration 48Q: 3 clusters Score -1506168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1506169.875000 Penalty: 4628.641602
	Iteration 49Q: 3 clusters Score -1506170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1506171.000000 Penalty: 4628.641602
	Iteration 50Q: 3 clusters Score -1506171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1506169.500000 Penalty: 4628.641602
	Iteration 51Q: 3 clusters Score -1506170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1506169.875000 Penalty: 4628.641602
	Iteration 52Q: 3 clusters Score -1506170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1506172.250000 Penalty: 4628.641602
	Iteration 53Q: 3 clusters Score -1506172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1506172.000000 Penalty: 4628.641602
	Iteration 54Q: 3 clusters Score -1506172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1506172.750000 Penalty: 4628.641602
	Iteration 55Q: 3 clusters Score -1506173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1506174.625000 Penalty: 4628.641602
	Iteration 56Q: 3 clusters Score -1506175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1506172.000000 Penalty: 4628.641602
	Iteration 57Q: 3 clusters Score -1506172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1506170.500000 Penalty: 4628.641602
	Iteration 58Q: 3 clusters Score -1506170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1506172.875000 Penalty: 4628.641602
	Iteration 59Q: 3 clusters Score -1506173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1506174.875000 Penalty: 4628.641602
	Iteration 60F: 3 clusters Score -1506175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1506175.500000 Penalty: 4628.641602
	Iteration 61Q: 3 clusters Score -1506176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1506177.750000 Penalty: 4628.641602
	Iteration 62Q: 3 clusters Score -1506178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1506181.750000 Penalty: 4628.641602
	Iteration 63Q: 3 clusters Score -1506182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1506178.750000 Penalty: 4628.641602
	Iteration 64Q: 3 clusters Score -1506179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1506181.250000 Penalty: 4628.641602
	Iteration 65Q: 3 clusters Score -1506181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1506183.875000 Penalty: 4628.641602
	Iteration 66Q: 3 clusters Score -1506184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1506188.875000 Penalty: 4628.641602
	Iteration 67Q: 3 clusters Score -1506189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1506192.000000 Penalty: 4628.641602
	Iteration 68Q: 3 clusters Score -1506192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1506193.875000 Penalty: 4628.641602
	Iteration 69Q: 3 clusters Score -1506194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1506197.125000 Penalty: 4628.641602
	Iteration 70Q: 3 clusters Score -1506197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1506199.250000 Penalty: 4628.641602
	Iteration 71Q: 3 clusters Score -1506199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1506203.125000 Penalty: 4628.641602
	Iteration 72Q: 3 clusters Score -1506203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1506209.000000 Penalty: 4628.641602
	Iteration 73Q: 3 clusters Score -1506209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1506212.750000 Penalty: 4628.641602
	Iteration 74Q: 3 clusters Score -1506213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1506214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1506220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1506223 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1506227 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1506227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1506230.000000 Penalty: 4628.641602
	Iteration 80F: 3 clusters Score -1506230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1506226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1506230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1506236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1506242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1506252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1506254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1506258 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1506259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1506260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1506266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1506270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1506271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1506274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1506271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1506270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1506272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1506274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1506278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1506278 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1506281 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1506282 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1506281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1506279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1506280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1506281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1506282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1506280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1506282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1506277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1506283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1506284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1506288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1506285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1506287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1506286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1506285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1506287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1506290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1506294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1506297.000000 Penalty: 4628.641602
	Iteration 120F: 3 clusters Score -1506297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1506300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1506301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1506303.000000 Penalty: 4628.641602
	Iteration 123Q: 3 clusters Score -1506303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
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Entering Unmasked Estep 
Score: -1506306.000000 Penalty: 4628.641602
	Iteration 124Q: 3 clusters Score -1506306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1506311.000000 Penalty: 4628.641602
	Iteration 125Q: 3 clusters Score -1506311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1506314.000000 Penalty: 4628.641602
	Iteration 126Q: 3 clusters Score -1506314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1506314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1506315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1506316.375000 Penalty: 4628.641602
	Iteration 129Q: 3 clusters Score -1506316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1506318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1506322.250000 Penalty: 4628.641602
	Iteration 131Q: 3 clusters Score -1506322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1506326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1506328.750000 Penalty: 4628.641602
	Iteration 133Q: 3 clusters Score -1506329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1506328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1506330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1506331.125000 Penalty: 4628.641602
	Iteration 136Q: 3 clusters Score -1506331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1506335.000000 Penalty: 4628.641602
	Iteration 137Q: 3 clusters Score -1506335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1506336.625000 Penalty: 4628.641602
	Iteration 138Q: 3 clusters Score -1506337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2992 members 
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	Iteration 139Q: 3 clusters Score -1506338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1506339.375000 Penalty: 4628.641602
	Iteration 140F: 3 clusters Score -1506339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1506338 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8332 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1506340 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2956 members 
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	Iteration 143Q: 3 clusters Score -1506337 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8344 members 
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	Iteration 144Q: 3 clusters Score -1506338 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8354 members 
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Score: -1506342.750000 Penalty: 4628.641602
	Iteration 145Q: 3 clusters Score -1506343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1506344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
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	Iteration 147Q: 3 clusters Score -1506346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
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Entering Unmasked Estep 
Score: -1506352.750000 Penalty: 4628.641602
	Iteration 148Q: 3 clusters Score -1506353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2890 members 
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	Iteration 149Q: 3 clusters Score -1506356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
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	Iteration 150Q: 3 clusters Score -1506355 nChanged 9
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Mstep: Class 1 contains 8421 members 
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	Iteration 151Q: 3 clusters Score -1506355 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8432 members 
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	Iteration 152Q: 3 clusters Score -1506357 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8444 members 
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	Iteration 153Q: 3 clusters Score -1506360 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8460 members 
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	Iteration 154Q: 3 clusters Score -1506363 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2820 members 
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	Iteration 155Q: 3 clusters Score -1506364 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2806 members 
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	Iteration 156Q: 3 clusters Score -1506368 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2790 members 
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	Iteration 157Q: 3 clusters Score -1506378 nChanged 22
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Mstep: Class 1 contains 8523 members 
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	Iteration 158Q: 3 clusters Score -1506386 nChanged 18
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Mstep: Class 1 contains 8541 members 
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	Iteration 159Q: 3 clusters Score -1506385 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
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	Iteration 160F: 3 clusters Score -1506387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1506394 nChanged 22
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Mstep: Class 1 contains 8601 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1506404 nChanged 18
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Mstep: Class 1 contains 8619 members 
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Score: -1506406.250000 Penalty: 4628.641602
	Iteration 163Q: 3 clusters Score -1506406 nChanged 16
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Mstep: Class 1 contains 8635 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1506409 nChanged 15
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Mstep: Class 1 contains 8650 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1506410 nChanged 12
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Mstep: Class 1 contains 8662 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1506412 nChanged 17
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Mstep: Class 1 contains 8679 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1506414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1506420.000000 Penalty: 4628.641602
	Iteration 168Q: 3 clusters Score -1506420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1506420.750000 Penalty: 4628.641602
	Iteration 169Q: 3 clusters Score -1506421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1506425.375000 Penalty: 4628.641602
	Iteration 170Q: 3 clusters Score -1506425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1506432.000000 Penalty: 4628.641602
	Iteration 171Q: 3 clusters Score -1506432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1506435.625000 Penalty: 4628.641602
	Iteration 172Q: 3 clusters Score -1506436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1506436.250000 Penalty: 4628.641602
	Iteration 173Q: 3 clusters Score -1506436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1506441.250000 Penalty: 4628.641602
	Iteration 174Q: 3 clusters Score -1506441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1506439.625000 Penalty: 4628.641602
	Iteration 175Q: 3 clusters Score -1506440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1506440.875000 Penalty: 4628.641602
	Iteration 176Q: 3 clusters Score -1506441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1506441.500000 Penalty: 4628.641602
	Iteration 177Q: 3 clusters Score -1506442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1506443.000000 Penalty: 4628.641602
	Iteration 178Q: 3 clusters Score -1506443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1506446.125000 Penalty: 4628.641602
	Iteration 179Q: 3 clusters Score -1506446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1506447.125000 Penalty: 4628.641602
	Iteration 180F: 3 clusters Score -1506447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1506453.625000 Penalty: 4628.641602
	Iteration 181Q: 3 clusters Score -1506454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1506453.250000 Penalty: 4628.641602
	Iteration 182Q: 3 clusters Score -1506453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1506454.750000 Penalty: 4628.641602
	Iteration 183Q: 3 clusters Score -1506455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1506454.750000 Penalty: 4628.641602
	Iteration 184F: 3 clusters Score -1506455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -84344.312500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -84344.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82676.609375 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -82676.61 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82986.304688 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -82986.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83219.835938 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -83219.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83481.976562 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -83481.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -84042.375000 Penalty: 3267.424805
	Iteration 4F: 3 clusters Score -84042.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -84539.000000 Penalty: 3267.424805
	Iteration 5F: 3 clusters Score -84539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -84874.289062 Penalty: 3267.424805
	Iteration 6F: 3 clusters Score -84874.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85048.453125 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -85048.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -85187.718750 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -85187.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85266.117188 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -85266.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85268.132812 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -85268.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -85269.640625 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -85269.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85273.820312 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -85273.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85275.242188 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -85275.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85275.242188 Penalty: 3267.424805
	Iteration 14F: 3 clusters Score -85275.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187523 members 
Mstep: Class 2 contains 40702 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9644 members 
Mstep: Class 6 contains 44009 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 11293 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 192384 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23306 members 
Mstep: Class 14 contains 162713 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 195854 members 
Mstep: Class 18 contains 170838 members 
Mstep: Class 21 contains 37488 members 
Mstep: Class 23 contains 5764 members 
Entering Unmasked Estep 
Score: -144349840.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144350592.000000 to -144349840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Entering Unmasked Estep 
Score: -460954.406250 Penalty: 2030.932617
	Iteration 0F: 2 clusters Score -460954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -457291.093750 Penalty: 4061.865234
	Iteration 0F: 3 clusters Score -457291.1 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -458104.531250 Penalty: 4061.865234
	Iteration 1F: 3 clusters Score -458104.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -458330.718750 Penalty: 4061.865234
	Iteration 2F: 3 clusters Score -458330.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -458522.656250 Penalty: 4061.865234
	Iteration 3F: 3 clusters Score -458522.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -458676.718750 Penalty: 4061.865234
	Iteration 4F: 3 clusters Score -458676.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -458785.500000 Penalty: 4061.865234
	Iteration 5Q: 3 clusters Score -458785.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -458884.531250 Penalty: 4061.865234
	Iteration 6Q: 3 clusters Score -458884.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -458970.437500 Penalty: 4061.865234
	Iteration 7Q: 3 clusters Score -458970.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -459021.312500 Penalty: 4061.865234
	Iteration 8Q: 3 clusters Score -459021.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -459070.406250 Penalty: 4061.865234
	Iteration 9Q: 3 clusters Score -459070.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -459117.781250 Penalty: 4061.865234
	Iteration 10Q: 3 clusters Score -459117.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -459156.718750 Penalty: 4061.865234
	Iteration 11Q: 3 clusters Score -459156.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -459197.843750 Penalty: 4061.865234
	Iteration 12Q: 3 clusters Score -459197.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -459225.625000 Penalty: 4061.865234
	Iteration 13Q: 3 clusters Score -459225.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -459247.843750 Penalty: 4061.865234
	Iteration 14Q: 3 clusters Score -459247.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -459263.187500 Penalty: 4061.865234
	Iteration 15Q: 3 clusters Score -459263.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -459284.875000 Penalty: 4061.865234
	Iteration 16Q: 3 clusters Score -459284.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -459305.812500 Penalty: 4061.865234
	Iteration 17Q: 3 clusters Score -459305.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -459329.843750 Penalty: 4061.865234
	Iteration 18Q: 3 clusters Score -459329.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -459350.250000 Penalty: 4061.865234
	Iteration 19Q: 3 clusters Score -459350.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -459363.843750 Penalty: 4061.865234
	Iteration 20F: 3 clusters Score -459363.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -459371.500000 Penalty: 4061.865234
	Iteration 21Q: 3 clusters Score -459371.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -459380.218750 Penalty: 4061.865234
	Iteration 22Q: 3 clusters Score -459380.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -459386.625000 Penalty: 4061.865234
	Iteration 23Q: 3 clusters Score -459386.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -459396.000000 Penalty: 4061.865234
	Iteration 24Q: 3 clusters Score -459396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -459402.187500 Penalty: 4061.865234
	Iteration 25Q: 3 clusters Score -459402.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -459406.062500 Penalty: 4061.865234
	Iteration 26Q: 3 clusters Score -459406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -459410.593750 Penalty: 4061.865234
	Iteration 27Q: 3 clusters Score -459410.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -459415.750000 Penalty: 4061.865234
	Iteration 28Q: 3 clusters Score -459415.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -459420.656250 Penalty: 4061.865234
	Iteration 29Q: 3 clusters Score -459420.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -459423.500000 Penalty: 4061.865234
	Iteration 30Q: 3 clusters Score -459423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -459425.750000 Penalty: 4061.865234
	Iteration 31Q: 3 clusters Score -459425.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -459431.062500 Penalty: 4061.865234
	Iteration 32Q: 3 clusters Score -459431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -459435.343750 Penalty: 4061.865234
	Iteration 33Q: 3 clusters Score -459435.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -459442.281250 Penalty: 4061.865234
	Iteration 34Q: 3 clusters Score -459442.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -459448.500000 Penalty: 4061.865234
	Iteration 35Q: 3 clusters Score -459448.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -459454.812500 Penalty: 4061.865234
	Iteration 36Q: 3 clusters Score -459454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -459458.906250 Penalty: 4061.865234
	Iteration 37Q: 3 clusters Score -459458.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -459464.343750 Penalty: 4061.865234
	Iteration 38Q: 3 clusters Score -459464.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -459466.218750 Penalty: 4061.865234
	Iteration 39Q: 3 clusters Score -459466.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -459469.656250 Penalty: 4061.865234
	Iteration 40F: 3 clusters Score -459469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -459470.250000 Penalty: 4061.865234
	Iteration 41Q: 3 clusters Score -459470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -459472.781250 Penalty: 4061.865234
	Iteration 42Q: 3 clusters Score -459472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -459473.781250 Penalty: 4061.865234
	Iteration 43Q: 3 clusters Score -459473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -459474.718750 Penalty: 4061.865234
	Iteration 44Q: 3 clusters Score -459474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -459477.781250 Penalty: 4061.865234
	Iteration 45Q: 3 clusters Score -459477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -459479.187500 Penalty: 4061.865234
	Iteration 46Q: 3 clusters Score -459479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -459480.312500 Penalty: 4061.865234
	Iteration 47Q: 3 clusters Score -459480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -459481.406250 Penalty: 4061.865234
	Iteration 48Q: 3 clusters Score -459481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -459481.531250 Penalty: 4061.865234
	Iteration 49Q: 3 clusters Score -459481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -459481.718750 Penalty: 4061.865234
	Iteration 50Q: 3 clusters Score -459481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -459481.718750 Penalty: 4061.865234
	Iteration 51F: 3 clusters Score -459481.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (192384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192384 members 
Entering Unmasked Estep 
Score: -25849794.000000 Penalty: 3017.477783
	Iteration 0F: 2 clusters Score -2.584979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 96383 members 
Entering Unmasked Estep 
Score: -25725790.000000 Penalty: 6034.955566
	Iteration 0F: 3 clusters Score -2.572579e+07 nChanged 92257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
Score: -25780112.000000 Penalty: 6034.955566
	Iteration 1F: 3 clusters Score -2.578011e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 99186 members 
Entering Unmasked Estep 
Score: -25781258.000000 Penalty: 6034.955566
	Iteration 2Q: 3 clusters Score -2.578126e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -25782936.000000 Penalty: 6034.955566
	Iteration 3Q: 3 clusters Score -2.578294e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 103557 members 
Entering Unmasked Estep 
Score: -25785210.000000 Penalty: 6034.955566
	Iteration 4Q: 3 clusters Score -2.578521e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -25788230.000000 Penalty: 6034.955566
	Iteration 5Q: 3 clusters Score -2.578823e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 113055 members 
Entering Unmasked Estep 
Score: -25793072.000000 Penalty: 6034.955566
	Iteration 6Q: 3 clusters Score -2.579307e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 120547 members 
Entering Unmasked Estep 
Score: -25799968.000000 Penalty: 6034.955566
	Iteration 7F: 3 clusters Score -2.579997e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 129461 members 
Entering Unmasked Estep 
Score: -25808342.000000 Penalty: 6034.955566
	Iteration 8F: 3 clusters Score -2.580834e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 138399 members 
Entering Unmasked Estep 
Score: -25816744.000000 Penalty: 6034.955566
	Iteration 9F: 3 clusters Score -2.581674e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 146405 members 
Entering Unmasked Estep 
Score: -25823738.000000 Penalty: 6034.955566
	Iteration 10F: 3 clusters Score -2.582374e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 153142 members 
Entering Unmasked Estep 
Score: -25829058.000000 Penalty: 6034.955566
	Iteration 11Q: 3 clusters Score -2.582906e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 158689 members 
Entering Unmasked Estep 
Score: -25832660.000000 Penalty: 6034.955566
	Iteration 12Q: 3 clusters Score -2.583266e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 163372 members 
Entering Unmasked Estep 
Score: -25835202.000000 Penalty: 6034.955566
	Iteration 13Q: 3 clusters Score -2.58352e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 167349 members 
Entering Unmasked Estep 
Score: -25837402.000000 Penalty: 6034.955566
	Iteration 14Q: 3 clusters Score -2.58374e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 170677 members 
Entering Unmasked Estep 
Score: -25839128.000000 Penalty: 6034.955566
	Iteration 15Q: 3 clusters Score -2.583913e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 173528 members 
Entering Unmasked Estep 
Score: -25840854.000000 Penalty: 6034.955566
	Iteration 16Q: 3 clusters Score -2.584085e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 175874 members 
Entering Unmasked Estep 
Score: -25842448.000000 Penalty: 6034.955566
	Iteration 17Q: 3 clusters Score -2.584245e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 177764 members 
Entering Unmasked Estep 
Score: -25843574.000000 Penalty: 6034.955566
	Iteration 18Q: 3 clusters Score -2.584357e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 179273 members 
Entering Unmasked Estep 
Score: -25844622.000000 Penalty: 6034.955566
	Iteration 19Q: 3 clusters Score -2.584462e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 180432 members 
Entering Unmasked Estep 
Score: -25845348.000000 Penalty: 6034.955566
	Iteration 20F: 3 clusters Score -2.584535e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 181347 members 
Entering Unmasked Estep 
Score: -25846036.000000 Penalty: 6034.955566
	Iteration 21Q: 3 clusters Score -2.584604e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 182105 members 
Entering Unmasked Estep 
Score: -25846624.000000 Penalty: 6034.955566
	Iteration 22Q: 3 clusters Score -2.584662e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 182700 members 
Entering Unmasked Estep 
Score: -25847102.000000 Penalty: 6034.955566
	Iteration 23Q: 3 clusters Score -2.58471e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 183151 members 
Entering Unmasked Estep 
Score: -25847604.000000 Penalty: 6034.955566
	Iteration 24Q: 3 clusters Score -2.58476e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 183544 members 
Entering Unmasked Estep 
Score: -25847816.000000 Penalty: 6034.955566
	Iteration 25Q: 3 clusters Score -2.584782e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 183827 members 
Entering Unmasked Estep 
Score: -25848084.000000 Penalty: 6034.955566
	Iteration 26Q: 3 clusters Score -2.584808e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 184076 members 
Entering Unmasked Estep 
Score: -25848262.000000 Penalty: 6034.955566
	Iteration 27Q: 3 clusters Score -2.584826e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 184279 members 
Entering Unmasked Estep 
Score: -25848290.000000 Penalty: 6034.955566
	Iteration 28Q: 3 clusters Score -2.584829e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 184462 members 
Entering Unmasked Estep 
Score: -25848442.000000 Penalty: 6034.955566
	Iteration 29Q: 3 clusters Score -2.584844e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 184648 members 
Entering Unmasked Estep 
Score: -25848436.000000 Penalty: 6034.955566
	Iteration 30Q: 3 clusters Score -2.584844e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 184806 members 
Entering Unmasked Estep 
Score: -25848506.000000 Penalty: 6034.955566
	Iteration 31Q: 3 clusters Score -2.584851e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 184938 members 
Entering Unmasked Estep 
Score: -25848556.000000 Penalty: 6034.955566
	Iteration 32Q: 3 clusters Score -2.584856e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 185066 members 
Entering Unmasked Estep 
Score: -25848556.000000 Penalty: 6034.955566
	Iteration 33Q: 3 clusters Score -2.584856e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 185180 members 
Entering Unmasked Estep 
Score: -25848562.000000 Penalty: 6034.955566
	Iteration 34Q: 3 clusters Score -2.584856e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 185272 members 
Entering Unmasked Estep 
Score: -25848562.000000 Penalty: 6034.955566
	Iteration 35Q: 3 clusters Score -2.584856e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 185350 members 
Entering Unmasked Estep 
Score: -25848576.000000 Penalty: 6034.955566
	Iteration 36Q: 3 clusters Score -2.584858e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 185422 members 
Entering Unmasked Estep 
Score: -25848592.000000 Penalty: 6034.955566
	Iteration 37Q: 3 clusters Score -2.584859e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 185478 members 
Entering Unmasked Estep 
Score: -25848616.000000 Penalty: 6034.955566
	Iteration 38Q: 3 clusters Score -2.584862e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 185525 members 
Entering Unmasked Estep 
Score: -25848636.000000 Penalty: 6034.955566
	Iteration 39Q: 3 clusters Score -2.584864e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 185559 members 
Entering Unmasked Estep 
Score: -25848672.000000 Penalty: 6034.955566
	Iteration 40F: 3 clusters Score -2.584867e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 185552 members 
Entering Unmasked Estep 
Score: -25848668.000000 Penalty: 6034.955566
	Iteration 41Q: 3 clusters Score -2.584867e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 185563 members 
Entering Unmasked Estep 
Score: -25848678.000000 Penalty: 6034.955566
	Iteration 42Q: 3 clusters Score -2.584868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 185579 members 
Entering Unmasked Estep 
Score: -25848680.000000 Penalty: 6034.955566
	Iteration 43Q: 3 clusters Score -2.584868e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 185586 members 
Entering Unmasked Estep 
Score: -25848644.000000 Penalty: 6034.955566
	Iteration 44Q: 3 clusters Score -2.584864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 185599 members 
Entering Unmasked Estep 
Score: -25848660.000000 Penalty: 6034.955566
	Iteration 45Q: 3 clusters Score -2.584866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 185612 members 
Entering Unmasked Estep 
Score: -25848644.000000 Penalty: 6034.955566
	Iteration 46Q: 3 clusters Score -2.584864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 185622 members 
Entering Unmasked Estep 
Score: -25848628.000000 Penalty: 6034.955566
	Iteration 47Q: 3 clusters Score -2.584863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 185636 members 
Entering Unmasked Estep 
Score: -25848636.000000 Penalty: 6034.955566
	Iteration 48Q: 3 clusters Score -2.584864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 185647 members 
Entering Unmasked Estep 
Score: -25848660.000000 Penalty: 6034.955566
	Iteration 49Q: 3 clusters Score -2.584866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 185657 members 
Entering Unmasked Estep 
Score: -25848656.000000 Penalty: 6034.955566
	Iteration 50Q: 3 clusters Score -2.584866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 185663 members 
Entering Unmasked Estep 
Score: -25848656.000000 Penalty: 6034.955566
	Iteration 51Q: 3 clusters Score -2.584866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 185670 members 
Entering Unmasked Estep 
Score: -25848668.000000 Penalty: 6034.955566
	Iteration 52Q: 3 clusters Score -2.584867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 185675 members 
Entering Unmasked Estep 
Score: -25848670.000000 Penalty: 6034.955566
	Iteration 53Q: 3 clusters Score -2.584867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 185683 members 
Entering Unmasked Estep 
Score: -25848682.000000 Penalty: 6034.955566
	Iteration 54Q: 3 clusters Score -2.584868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 185686 members 
Entering Unmasked Estep 
Score: -25848692.000000 Penalty: 6034.955566
	Iteration 55Q: 3 clusters Score -2.584869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 185687 members 
Entering Unmasked Estep 
Score: -25848686.000000 Penalty: 6034.955566
	Iteration 56Q: 3 clusters Score -2.584869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 185688 members 
Entering Unmasked Estep 
Score: -25848682.000000 Penalty: 6034.955566
	Iteration 57Q: 3 clusters Score -2.584868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 185689 members 
Entering Unmasked Estep 
Score: -25848682.000000 Penalty: 6034.955566
	Iteration 58Q: 3 clusters Score -2.584868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 185689 members 
Entering Unmasked Estep 
Score: -25848682.000000 Penalty: 6034.955566
	Iteration 59F: 3 clusters Score -2.584868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -114391.210938 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -114391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112515.648438 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -112515.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112768.156250 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -112768.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112900.062500 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -112900.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113050.468750 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -113050.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113274.179688 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -113274.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113490.484375 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -113490.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113553.015625 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -113553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113618.437500 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -113618.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113656.187500 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -113656.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113675.718750 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -113675.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113697.765625 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -113697.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113714.695312 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -113714.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113734.117188 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -113734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -113742.000000 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -113742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113746.140625 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -113746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113746.140625 Penalty: 3375.088867
	Iteration 15F: 3 clusters Score -113746.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Entering Unmasked Estep 
Score: -3112083.250000 Penalty: 2494.003662
	Iteration 0F: 2 clusters Score -3112083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -3095939.000000 Penalty: 4988.007324
	Iteration 0F: 3 clusters Score -3095939 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3101378.250000 Penalty: 4988.007324
	Iteration 1F: 3 clusters Score -3101378 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3101840.750000 Penalty: 4988.007324
	Iteration 2F: 3 clusters Score -3101841 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3102242.750000 Penalty: 4988.007324
	Iteration 3Q: 3 clusters Score -3102243 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3102687.000000 Penalty: 4988.007324
	Iteration 4Q: 3 clusters Score -3102687 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3103255.750000 Penalty: 4988.007324
	Iteration 5Q: 3 clusters Score -3103256 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3103981.000000 Penalty: 4988.007324
	Iteration 6F: 3 clusters Score -3103981 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3104961.750000 Penalty: 4988.007324
	Iteration 7F: 3 clusters Score -3104962 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3106182.750000 Penalty: 4988.007324
	Iteration 8F: 3 clusters Score -3106183 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3107374.000000 Penalty: 4988.007324
	Iteration 9F: 3 clusters Score -3107374 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -3108354.750000 Penalty: 4988.007324
	Iteration 10Q: 3 clusters Score -3108355 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3109019.000000 Penalty: 4988.007324
	Iteration 11Q: 3 clusters Score -3109019 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3109456.500000 Penalty: 4988.007324
	Iteration 12Q: 3 clusters Score -3109456 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -3109717.250000 Penalty: 4988.007324
	Iteration 13Q: 3 clusters Score -3109717 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3109841.750000 Penalty: 4988.007324
	Iteration 14Q: 3 clusters Score -3109842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3109921.000000 Penalty: 4988.007324
	Iteration 15Q: 3 clusters Score -3109921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -3109993.000000 Penalty: 4988.007324
	Iteration 16Q: 3 clusters Score -3109993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3110030.500000 Penalty: 4988.007324
	Iteration 17Q: 3 clusters Score -3110030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3110070.750000 Penalty: 4988.007324
	Iteration 18Q: 3 clusters Score -3110071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3110080.750000 Penalty: 4988.007324
	Iteration 19Q: 3 clusters Score -3110081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3110099.250000 Penalty: 4988.007324
	Iteration 20F: 3 clusters Score -3110099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3110104.000000 Penalty: 4988.007324
	Iteration 21Q: 3 clusters Score -3110104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3110109.750000 Penalty: 4988.007324
	Iteration 22Q: 3 clusters Score -3110110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3110107.500000 Penalty: 4988.007324
	Iteration 23Q: 3 clusters Score -3110108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3110108.750000 Penalty: 4988.007324
	Iteration 24Q: 3 clusters Score -3110109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3110109.500000 Penalty: 4988.007324
	Iteration 25Q: 3 clusters Score -3110110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3110115.250000 Penalty: 4988.007324
	Iteration 26Q: 3 clusters Score -3110115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3110113.750000 Penalty: 4988.007324
	Iteration 27Q: 3 clusters Score -3110114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3110111.500000 Penalty: 4988.007324
	Iteration 28Q: 3 clusters Score -3110112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3110111.500000 Penalty: 4988.007324
	Iteration 29Q: 3 clusters Score -3110112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3110111.500000 Penalty: 4988.007324
	Iteration 30F: 3 clusters Score -3110112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162713 members 
Entering Unmasked Estep 
Score: -21819964.000000 Penalty: 2975.936279
	Iteration 0F: 2 clusters Score -2.181996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -21712038.000000 Penalty: 5951.872559
	Iteration 0F: 3 clusters Score -2.171204e+07 nChanged 78024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 83846 members 
Entering Unmasked Estep 
Score: -21756952.000000 Penalty: 5951.872559
	Iteration 1F: 3 clusters Score -2.175695e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -21757884.000000 Penalty: 5951.872559
	Iteration 2Q: 3 clusters Score -2.175788e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -21759058.000000 Penalty: 5951.872559
	Iteration 3Q: 3 clusters Score -2.175906e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 89591 members 
Entering Unmasked Estep 
Score: -21760692.000000 Penalty: 5951.872559
	Iteration 4Q: 3 clusters Score -2.176069e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -21763080.000000 Penalty: 5951.872559
	Iteration 5Q: 3 clusters Score -2.176308e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 99532 members 
Entering Unmasked Estep 
Score: -21767202.000000 Penalty: 5951.872559
	Iteration 6Q: 3 clusters Score -2.17672e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 107326 members 
Entering Unmasked Estep 
Score: -21773372.000000 Penalty: 5951.872559
	Iteration 7F: 3 clusters Score -2.177337e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 116741 members 
Entering Unmasked Estep 
Score: -21781210.000000 Penalty: 5951.872559
	Iteration 8F: 3 clusters Score -2.178121e+07 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 126672 members 
Entering Unmasked Estep 
Score: -21790240.000000 Penalty: 5951.872559
	Iteration 9F: 3 clusters Score -2.179024e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 135805 members 
Entering Unmasked Estep 
Score: -21798434.000000 Penalty: 5951.872559
	Iteration 10F: 3 clusters Score -2.179843e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 143251 members 
Entering Unmasked Estep 
Score: -21804482.000000 Penalty: 5951.872559
	Iteration 11Q: 3 clusters Score -2.180448e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 148898 members 
Entering Unmasked Estep 
Score: -21808908.000000 Penalty: 5951.872559
	Iteration 12Q: 3 clusters Score -2.180891e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 153004 members 
Entering Unmasked Estep 
Score: -21811736.000000 Penalty: 5951.872559
	Iteration 13Q: 3 clusters Score -2.181174e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 155971 members 
Entering Unmasked Estep 
Score: -21813688.000000 Penalty: 5951.872559
	Iteration 14Q: 3 clusters Score -2.181369e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -21815198.000000 Penalty: 5951.872559
	Iteration 15Q: 3 clusters Score -2.18152e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -21816000.000000 Penalty: 5951.872559
	Iteration 16Q: 3 clusters Score -2.1816e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 160396 members 
Entering Unmasked Estep 
Score: -21816524.000000 Penalty: 5951.872559
	Iteration 17Q: 3 clusters Score -2.181652e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 160974 members 
Entering Unmasked Estep 
Score: -21816860.000000 Penalty: 5951.872559
	Iteration 18Q: 3 clusters Score -2.181686e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 161298 members 
Entering Unmasked Estep 
Score: -21817072.000000 Penalty: 5951.872559
	Iteration 19Q: 3 clusters Score -2.181707e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 161499 members 
Entering Unmasked Estep 
Score: -21817176.000000 Penalty: 5951.872559
	Iteration 20F: 3 clusters Score -2.181718e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 161645 members 
Entering Unmasked Estep 
Score: -21817294.000000 Penalty: 5951.872559
	Iteration 21Q: 3 clusters Score -2.181729e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 161732 members 
Entering Unmasked Estep 
Score: -21817366.000000 Penalty: 5951.872559
	Iteration 22Q: 3 clusters Score -2.181737e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 161795 members 
Entering Unmasked Estep 
Score: -21817430.000000 Penalty: 5951.872559
	Iteration 23Q: 3 clusters Score -2.181743e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 161837 members 
Entering Unmasked Estep 
Score: -21817426.000000 Penalty: 5951.872559
	Iteration 24Q: 3 clusters Score -2.181743e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 161872 members 
Entering Unmasked Estep 
Score: -21817440.000000 Penalty: 5951.872559
	Iteration 25Q: 3 clusters Score -2.181744e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 161901 members 
Entering Unmasked Estep 
Score: -21817462.000000 Penalty: 5951.872559
	Iteration 26Q: 3 clusters Score -2.181746e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 161930 members 
Entering Unmasked Estep 
Score: -21817482.000000 Penalty: 5951.872559
	Iteration 27Q: 3 clusters Score -2.181748e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 161949 members 
Entering Unmasked Estep 
Score: -21817506.000000 Penalty: 5951.872559
	Iteration 28Q: 3 clusters Score -2.181751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -21817494.000000 Penalty: 5951.872559
	Iteration 29Q: 3 clusters Score -2.181749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 161976 members 
Entering Unmasked Estep 
Score: -21817504.000000 Penalty: 5951.872559
	Iteration 30Q: 3 clusters Score -2.18175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 161984 members 
Entering Unmasked Estep 
Score: -21817498.000000 Penalty: 5951.872559
	Iteration 31Q: 3 clusters Score -2.18175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -21817516.000000 Penalty: 5951.872559
	Iteration 32Q: 3 clusters Score -2.181752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 162001 members 
Entering Unmasked Estep 
Score: -21817508.000000 Penalty: 5951.872559
	Iteration 33Q: 3 clusters Score -2.181751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -21817510.000000 Penalty: 5951.872559
	Iteration 34Q: 3 clusters Score -2.181751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 162017 members 
Entering Unmasked Estep 
Score: -21817518.000000 Penalty: 5951.872559
	Iteration 35Q: 3 clusters Score -2.181752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -21817524.000000 Penalty: 5951.872559
	Iteration 36Q: 3 clusters Score -2.181752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -21817532.000000 Penalty: 5951.872559
	Iteration 37Q: 3 clusters Score -2.181753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -21817526.000000 Penalty: 5951.872559
	Iteration 38Q: 3 clusters Score -2.181753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 162040 members 
Entering Unmasked Estep 
Score: -21817518.000000 Penalty: 5951.872559
	Iteration 39Q: 3 clusters Score -2.181752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 162044 members 
Entering Unmasked Estep 
Score: -21817520.000000 Penalty: 5951.872559
	Iteration 40F: 3 clusters Score -2.181752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 162045 members 
Entering Unmasked Estep 
Score: -21817508.000000 Penalty: 5951.872559
	Iteration 41Q: 3 clusters Score -2.181751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -21817522.000000 Penalty: 5951.872559
	Iteration 42Q: 3 clusters Score -2.181752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 162047 members 
Entering Unmasked Estep 
Score: -21817524.000000 Penalty: 5951.872559
	Iteration 43Q: 3 clusters Score -2.181752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 162047 members 
Entering Unmasked Estep 
Score: -21817524.000000 Penalty: 5951.872559
	Iteration 44F: 3 clusters Score -2.181752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -160860.125000 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -160860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -158729.187500 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -158729.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159120.296875 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -159120.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -159444.390625 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -159444.4 nChanged 116
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: -159800.953125 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -159801 nChanged 83
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: -160002.906250 Penalty: 3566.201416
	Iteration 4F: 3 clusters Score -160002.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -160263.468750 Penalty: 3566.201416
	Iteration 5F: 3 clusters Score -160263.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -160653.265625 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -160653.3 nChanged 55
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: -160847.546875 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -160847.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -160918.968750 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -160919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -160956.906250 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -160956.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -160986.203125 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -160986.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161020.218750 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -161020.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -161043.984375 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -161044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -161064.078125 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -161064.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -161072.515625 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -161072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -161074.906250 Penalty: 3566.201416
	Iteration 15Q: 3 clusters Score -161074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -161081.843750 Penalty: 3566.201416
	Iteration 16Q: 3 clusters Score -161081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -161088.578125 Penalty: 3566.201416
	Iteration 17Q: 3 clusters Score -161088.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -161095.859375 Penalty: 3566.201416
	Iteration 18Q: 3 clusters Score -161095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -161100.843750 Penalty: 3566.201416
	Iteration 19Q: 3 clusters Score -161100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -161101.468750 Penalty: 3566.201416
	Iteration 20F: 3 clusters Score -161101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -161103.281250 Penalty: 3566.201416
	Iteration 21Q: 3 clusters Score -161103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161105.937500 Penalty: 3566.201416
	Iteration 22Q: 3 clusters Score -161105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -161110.953125 Penalty: 3566.201416
	Iteration 23Q: 3 clusters Score -161111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -161114.015625 Penalty: 3566.201416
	Iteration 24Q: 3 clusters Score -161114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -161115.171875 Penalty: 3566.201416
	Iteration 25Q: 3 clusters Score -161115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -161115.750000 Penalty: 3566.201416
	Iteration 26Q: 3 clusters Score -161115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161116.640625 Penalty: 3566.201416
	Iteration 27Q: 3 clusters Score -161116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161117.984375 Penalty: 3566.201416
	Iteration 28Q: 3 clusters Score -161118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161117.984375 Penalty: 3566.201416
	Iteration 29F: 3 clusters Score -161118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187523 members 
Mstep: Class 2 contains 40702 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9644 members 
Mstep: Class 6 contains 44009 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 11293 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 192384 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23306 members 
Mstep: Class 14 contains 162713 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 195854 members 
Mstep: Class 18 contains 170838 members 
Mstep: Class 21 contains 37488 members 
Mstep: Class 23 contains 5764 members 
Entering Unmasked Estep 
Score: -144349312.000000 Penalty: 68977.492188
Splitting cluster 15 changes total score from -144350592.000000 to -144349312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (195854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195854 members 
Entering Unmasked Estep 
Score: -26213152.000000 Penalty: 3021.910889
	Iteration 0F: 2 clusters Score -2.621315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97969 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -26086754.000000 Penalty: 6043.821777
	Iteration 0F: 3 clusters Score -2.608675e+07 nChanged 94195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99156 members 
Mstep: Class 2 contains 96698 members 
Entering Unmasked Estep 
Score: -26142102.000000 Penalty: 6043.821777
	Iteration 1F: 3 clusters Score -2.61421e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -26143412.000000 Penalty: 6043.821777
	Iteration 2Q: 3 clusters Score -2.614341e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101809 members 
Mstep: Class 2 contains 94045 members 
Entering Unmasked Estep 
Score: -26145174.000000 Penalty: 6043.821777
	Iteration 3Q: 3 clusters Score -2.614517e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104407 members 
Mstep: Class 2 contains 91447 members 
Entering Unmasked Estep 
Score: -26148076.000000 Penalty: 6043.821777
	Iteration 4Q: 3 clusters Score -2.614808e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108136 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -26152034.000000 Penalty: 6043.821777
	Iteration 5Q: 3 clusters Score -2.615203e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113192 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
Score: -26157490.000000 Penalty: 6043.821777
	Iteration 6F: 3 clusters Score -2.615749e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119116 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -26164836.000000 Penalty: 6043.821777
	Iteration 7F: 3 clusters Score -2.616484e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -26173792.000000 Penalty: 6043.821777
	Iteration 8F: 3 clusters Score -2.617379e+07 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130562 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -26184214.000000 Penalty: 6043.821777
	Iteration 9F: 3 clusters Score -2.618421e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134213 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -26192114.000000 Penalty: 6043.821777
	Iteration 10F: 3 clusters Score -2.619211e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136680 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -26196312.000000 Penalty: 6043.821777
	Iteration 11Q: 3 clusters Score -2.619631e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139065 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -26198022.000000 Penalty: 6043.821777
	Iteration 12Q: 3 clusters Score -2.619802e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141381 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -26199300.000000 Penalty: 6043.821777
	Iteration 13Q: 3 clusters Score -2.61993e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -26200238.000000 Penalty: 6043.821777
	Iteration 14Q: 3 clusters Score -2.620024e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -26200962.000000 Penalty: 6043.821777
	Iteration 15Q: 3 clusters Score -2.620096e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147680 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -26201584.000000 Penalty: 6043.821777
	Iteration 16Q: 3 clusters Score -2.620158e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149515 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -26202194.000000 Penalty: 6043.821777
	Iteration 17Q: 3 clusters Score -2.620219e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151272 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -26202652.000000 Penalty: 6043.821777
	Iteration 18Q: 3 clusters Score -2.620265e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153035 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -26202978.000000 Penalty: 6043.821777
	Iteration 19Q: 3 clusters Score -2.620298e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154763 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -26203434.000000 Penalty: 6043.821777
	Iteration 20F: 3 clusters Score -2.620343e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156379 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -26203756.000000 Penalty: 6043.821777
	Iteration 21Q: 3 clusters Score -2.620376e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157970 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -26204020.000000 Penalty: 6043.821777
	Iteration 22Q: 3 clusters Score -2.620402e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -26204244.000000 Penalty: 6043.821777
	Iteration 23Q: 3 clusters Score -2.620424e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161036 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -26204450.000000 Penalty: 6043.821777
	Iteration 24Q: 3 clusters Score -2.620445e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162531 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -26204788.000000 Penalty: 6043.821777
	Iteration 25Q: 3 clusters Score -2.620479e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163946 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -26204954.000000 Penalty: 6043.821777
	Iteration 26Q: 3 clusters Score -2.620495e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165377 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -26205200.000000 Penalty: 6043.821777
	Iteration 27Q: 3 clusters Score -2.62052e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166785 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -26205594.000000 Penalty: 6043.821777
	Iteration 28Q: 3 clusters Score -2.620559e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168121 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -26205826.000000 Penalty: 6043.821777
	Iteration 29Q: 3 clusters Score -2.620583e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -26205944.000000 Penalty: 6043.821777
	Iteration 30Q: 3 clusters Score -2.620594e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170629 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -26206072.000000 Penalty: 6043.821777
	Iteration 31Q: 3 clusters Score -2.620607e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171766 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -26206308.000000 Penalty: 6043.821777
	Iteration 32Q: 3 clusters Score -2.620631e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172820 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -26206338.000000 Penalty: 6043.821777
	Iteration 33Q: 3 clusters Score -2.620634e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173791 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -26206504.000000 Penalty: 6043.821777
	Iteration 34Q: 3 clusters Score -2.62065e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174745 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -26206640.000000 Penalty: 6043.821777
	Iteration 35Q: 3 clusters Score -2.620664e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -26206812.000000 Penalty: 6043.821777
	Iteration 36Q: 3 clusters Score -2.620681e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176713 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -26206930.000000 Penalty: 6043.821777
	Iteration 37Q: 3 clusters Score -2.620693e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177678 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -26207042.000000 Penalty: 6043.821777
	Iteration 38Q: 3 clusters Score -2.620704e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178591 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -26207362.000000 Penalty: 6043.821777
	Iteration 39Q: 3 clusters Score -2.620736e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179527 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -26207526.000000 Penalty: 6043.821777
	Iteration 40F: 3 clusters Score -2.620753e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180446 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -26207700.000000 Penalty: 6043.821777
	Iteration 41Q: 3 clusters Score -2.62077e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181363 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -26207916.000000 Penalty: 6043.821777
	Iteration 42Q: 3 clusters Score -2.620792e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182269 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -26207976.000000 Penalty: 6043.821777
	Iteration 43Q: 3 clusters Score -2.620798e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183173 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -26208228.000000 Penalty: 6043.821777
	Iteration 44Q: 3 clusters Score -2.620823e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184075 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -26208394.000000 Penalty: 6043.821777
	Iteration 45Q: 3 clusters Score -2.620839e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184953 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -26208678.000000 Penalty: 6043.821777
	Iteration 46Q: 3 clusters Score -2.620868e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185820 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -26208826.000000 Penalty: 6043.821777
	Iteration 47Q: 3 clusters Score -2.620883e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186643 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -26209120.000000 Penalty: 6043.821777
	Iteration 48Q: 3 clusters Score -2.620912e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187441 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -26209278.000000 Penalty: 6043.821777
	Iteration 49Q: 3 clusters Score -2.620928e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -26209598.000000 Penalty: 6043.821777
	Iteration 50Q: 3 clusters Score -2.62096e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188853 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -26209828.000000 Penalty: 6043.821777
	Iteration 51Q: 3 clusters Score -2.620983e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189489 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -26210022.000000 Penalty: 6043.821777
	Iteration 52Q: 3 clusters Score -2.621002e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190050 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -26210180.000000 Penalty: 6043.821777
	Iteration 53Q: 3 clusters Score -2.621018e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190522 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -26210256.000000 Penalty: 6043.821777
	Iteration 54Q: 3 clusters Score -2.621026e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190931 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -26210376.000000 Penalty: 6043.821777
	Iteration 55Q: 3 clusters Score -2.621038e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191303 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -26210410.000000 Penalty: 6043.821777
	Iteration 56Q: 3 clusters Score -2.621041e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191639 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -26210474.000000 Penalty: 6043.821777
	Iteration 57Q: 3 clusters Score -2.621047e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191947 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -26210582.000000 Penalty: 6043.821777
	Iteration 58Q: 3 clusters Score -2.621058e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192219 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -26210588.000000 Penalty: 6043.821777
	Iteration 59Q: 3 clusters Score -2.621059e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192463 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -26210620.000000 Penalty: 6043.821777
	Iteration 60F: 3 clusters Score -2.621062e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192647 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -26210674.000000 Penalty: 6043.821777
	Iteration 61Q: 3 clusters Score -2.621067e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192816 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -26210704.000000 Penalty: 6043.821777
	Iteration 62Q: 3 clusters Score -2.62107e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192974 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -26210744.000000 Penalty: 6043.821777
	Iteration 63Q: 3 clusters Score -2.621074e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193125 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -26210746.000000 Penalty: 6043.821777
	Iteration 64Q: 3 clusters Score -2.621075e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193260 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -26210748.000000 Penalty: 6043.821777
	Iteration 65Q: 3 clusters Score -2.621075e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193372 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -26210824.000000 Penalty: 6043.821777
	Iteration 66Q: 3 clusters Score -2.621082e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193477 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -26210820.000000 Penalty: 6043.821777
	Iteration 67Q: 3 clusters Score -2.621082e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193574 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -26210846.000000 Penalty: 6043.821777
	Iteration 68Q: 3 clusters Score -2.621085e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193645 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -26210838.000000 Penalty: 6043.821777
	Iteration 69Q: 3 clusters Score -2.621084e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193688 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -26210822.000000 Penalty: 6043.821777
	Iteration 70Q: 3 clusters Score -2.621082e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193727 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -26210850.000000 Penalty: 6043.821777
	Iteration 71Q: 3 clusters Score -2.621085e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193760 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -26210856.000000 Penalty: 6043.821777
	Iteration 72Q: 3 clusters Score -2.621086e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193800 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -26210904.000000 Penalty: 6043.821777
	Iteration 73Q: 3 clusters Score -2.62109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193832 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -26210894.000000 Penalty: 6043.821777
	Iteration 74Q: 3 clusters Score -2.621089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193857 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -26210898.000000 Penalty: 6043.821777
	Iteration 75Q: 3 clusters Score -2.62109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193882 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -26210880.000000 Penalty: 6043.821777
	Iteration 76Q: 3 clusters Score -2.621088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193909 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -26210892.000000 Penalty: 6043.821777
	Iteration 77Q: 3 clusters Score -2.621089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193931 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -26210916.000000 Penalty: 6043.821777
	Iteration 78Q: 3 clusters Score -2.621092e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193961 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -26210922.000000 Penalty: 6043.821777
	Iteration 79Q: 3 clusters Score -2.621092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193983 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -26210938.000000 Penalty: 6043.821777
	Iteration 80F: 3 clusters Score -2.621094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194004 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -26210950.000000 Penalty: 6043.821777
	Iteration 81Q: 3 clusters Score -2.621095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194024 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -26210938.000000 Penalty: 6043.821777
	Iteration 82Q: 3 clusters Score -2.621094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194040 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -26210950.000000 Penalty: 6043.821777
	Iteration 83Q: 3 clusters Score -2.621095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194055 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -26210962.000000 Penalty: 6043.821777
	Iteration 84Q: 3 clusters Score -2.621096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194069 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -26210968.000000 Penalty: 6043.821777
	Iteration 85Q: 3 clusters Score -2.621097e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194083 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -26210976.000000 Penalty: 6043.821777
	Iteration 86Q: 3 clusters Score -2.621098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194098 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -26210960.000000 Penalty: 6043.821777
	Iteration 87Q: 3 clusters Score -2.621096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194112 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -26210972.000000 Penalty: 6043.821777
	Iteration 88Q: 3 clusters Score -2.621097e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194130 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -26210948.000000 Penalty: 6043.821777
	Iteration 89Q: 3 clusters Score -2.621095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194150 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -26210996.000000 Penalty: 6043.821777
	Iteration 90Q: 3 clusters Score -2.6211e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194163 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -26210998.000000 Penalty: 6043.821777
	Iteration 91Q: 3 clusters Score -2.6211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194181 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -26211022.000000 Penalty: 6043.821777
	Iteration 92Q: 3 clusters Score -2.621102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194203 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -26211020.000000 Penalty: 6043.821777
	Iteration 93Q: 3 clusters Score -2.621102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194217 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -26211044.000000 Penalty: 6043.821777
	Iteration 94Q: 3 clusters Score -2.621104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194226 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -26211046.000000 Penalty: 6043.821777
	Iteration 95Q: 3 clusters Score -2.621105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194236 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -26211028.000000 Penalty: 6043.821777
	Iteration 96Q: 3 clusters Score -2.621103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194248 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -26211028.000000 Penalty: 6043.821777
	Iteration 97Q: 3 clusters Score -2.621103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194261 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -26211038.000000 Penalty: 6043.821777
	Iteration 98Q: 3 clusters Score -2.621104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194266 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -26211030.000000 Penalty: 6043.821777
	Iteration 99Q: 3 clusters Score -2.621103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194270 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -26211038.000000 Penalty: 6043.821777
	Iteration 100F: 3 clusters Score -2.621104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194274 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -26211038.000000 Penalty: 6043.821777
	Iteration 101Q: 3 clusters Score -2.621104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194281 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -26211050.000000 Penalty: 6043.821777
	Iteration 102Q: 3 clusters Score -2.621105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194287 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -26211050.000000 Penalty: 6043.821777
	Iteration 103Q: 3 clusters Score -2.621105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194292 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -26211044.000000 Penalty: 6043.821777
	Iteration 104Q: 3 clusters Score -2.621104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194298 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -26211040.000000 Penalty: 6043.821777
	Iteration 105Q: 3 clusters Score -2.621104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194301 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -26211050.000000 Penalty: 6043.821777
	Iteration 106Q: 3 clusters Score -2.621105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194301 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -26211050.000000 Penalty: 6043.821777
	Iteration 107F: 3 clusters Score -2.621105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Entering Unmasked Estep 
Score: -23038896.000000 Penalty: 2988.020996
	Iteration 0F: 2 clusters Score -2.30389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 85610 members 
Entering Unmasked Estep 
Score: -22927684.000000 Penalty: 5976.041992
	Iteration 0F: 3 clusters Score -2.292768e+07 nChanged 82100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 89218 members 
Entering Unmasked Estep 
Score: -22975682.000000 Penalty: 5976.041992
	Iteration 1F: 3 clusters Score -2.297568e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -22976554.000000 Penalty: 5976.041992
	Iteration 2Q: 3 clusters Score -2.297655e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -22977722.000000 Penalty: 5976.041992
	Iteration 3Q: 3 clusters Score -2.297772e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -22979974.000000 Penalty: 5976.041992
	Iteration 4Q: 3 clusters Score -2.297997e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 108931 members 
Entering Unmasked Estep 
Score: -22984042.000000 Penalty: 5976.041992
	Iteration 5F: 3 clusters Score -2.298404e+07 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 120686 members 
Entering Unmasked Estep 
Score: -22992012.000000 Penalty: 5976.041992
	Iteration 6F: 3 clusters Score -2.299201e+07 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 135657 members 
Entering Unmasked Estep 
Score: -23004440.000000 Penalty: 5976.041992
	Iteration 7F: 3 clusters Score -2.300444e+07 nChanged 15263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 150856 members 
Entering Unmasked Estep 
Score: -23019420.000000 Penalty: 5976.041992
	Iteration 8F: 3 clusters Score -2.301942e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 161794 members 
Entering Unmasked Estep 
Score: -23030342.000000 Penalty: 5976.041992
	Iteration 9F: 3 clusters Score -2.303034e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 167074 members 
Entering Unmasked Estep 
Score: -23034558.000000 Penalty: 5976.041992
	Iteration 10Q: 3 clusters Score -2.303456e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 169038 members 
Entering Unmasked Estep 
Score: -23035926.000000 Penalty: 5976.041992
	Iteration 11Q: 3 clusters Score -2.303593e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 169761 members 
Entering Unmasked Estep 
Score: -23036318.000000 Penalty: 5976.041992
	Iteration 12Q: 3 clusters Score -2.303632e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 170034 members 
Entering Unmasked Estep 
Score: -23036438.000000 Penalty: 5976.041992
	Iteration 13Q: 3 clusters Score -2.303644e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 170155 members 
Entering Unmasked Estep 
Score: -23036536.000000 Penalty: 5976.041992
	Iteration 14Q: 3 clusters Score -2.303654e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -23036654.000000 Penalty: 5976.041992
	Iteration 15Q: 3 clusters Score -2.303665e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 170229 members 
Entering Unmasked Estep 
Score: -23036674.000000 Penalty: 5976.041992
	Iteration 16Q: 3 clusters Score -2.303667e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 170227 members 
Entering Unmasked Estep 
Score: -23036728.000000 Penalty: 5976.041992
	Iteration 17Q: 3 clusters Score -2.303673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -23036738.000000 Penalty: 5976.041992
	Iteration 18Q: 3 clusters Score -2.303674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 170243 members 
Entering Unmasked Estep 
Score: -23036746.000000 Penalty: 5976.041992
	Iteration 19Q: 3 clusters Score -2.303675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 170240 members 
Entering Unmasked Estep 
Score: -23036760.000000 Penalty: 5976.041992
	Iteration 20F: 3 clusters Score -2.303676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 170243 members 
Entering Unmasked Estep 
Score: -23036760.000000 Penalty: 5976.041992
	Iteration 21Q: 3 clusters Score -2.303676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 170245 members 
Entering Unmasked Estep 
Score: -23036780.000000 Penalty: 5976.041992
	Iteration 22Q: 3 clusters Score -2.303678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 170248 members 
Entering Unmasked Estep 
Score: -23036798.000000 Penalty: 5976.041992
	Iteration 23Q: 3 clusters Score -2.30368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 170247 members 
Entering Unmasked Estep 
Score: -23036794.000000 Penalty: 5976.041992
	Iteration 24Q: 3 clusters Score -2.303679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 170249 members 
Entering Unmasked Estep 
Score: -23036794.000000 Penalty: 5976.041992
	Iteration 25Q: 3 clusters Score -2.303679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 170250 members 
Entering Unmasked Estep 
Score: -23036796.000000 Penalty: 5976.041992
	Iteration 26Q: 3 clusters Score -2.30368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 170255 members 
Entering Unmasked Estep 
Score: -23036808.000000 Penalty: 5976.041992
	Iteration 27Q: 3 clusters Score -2.303681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -23036822.000000 Penalty: 5976.041992
	Iteration 28Q: 3 clusters Score -2.303682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 170254 members 
Entering Unmasked Estep 
Score: -23036812.000000 Penalty: 5976.041992
	Iteration 29Q: 3 clusters Score -2.303681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 170257 members 
Entering Unmasked Estep 
Score: -23036820.000000 Penalty: 5976.041992
	Iteration 30Q: 3 clusters Score -2.303682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 170260 members 
Entering Unmasked Estep 
Score: -23036826.000000 Penalty: 5976.041992
	Iteration 31Q: 3 clusters Score -2.303683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 170262 members 
Entering Unmasked Estep 
Score: -23036816.000000 Penalty: 5976.041992
	Iteration 32Q: 3 clusters Score -2.303682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 170260 members 
Entering Unmasked Estep 
Score: -23036838.000000 Penalty: 5976.041992
	Iteration 33Q: 3 clusters Score -2.303684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 170257 members 
Entering Unmasked Estep 
Score: -23036838.000000 Penalty: 5976.041992
	Iteration 34Q: 3 clusters Score -2.303684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 170256 members 
Entering Unmasked Estep 
Score: -23036838.000000 Penalty: 5976.041992
	Iteration 35Q: 3 clusters Score -2.303684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 170256 members 
Entering Unmasked Estep 
Score: -23036838.000000 Penalty: 5976.041992
	Iteration 36F: 3 clusters Score -2.303684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Entering Unmasked Estep 
Score: -5067801.000000 Penalty: 2611.880615
	Iteration 0F: 2 clusters Score -5067801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -5042365.500000 Penalty: 5223.761230
	Iteration 0F: 3 clusters Score -5042366 nChanged 16983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -5052244.000000 Penalty: 5223.761230
	Iteration 1F: 3 clusters Score -5052244 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -5053352.500000 Penalty: 5223.761230
	Iteration 2F: 3 clusters Score -5053352 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -5054879.000000 Penalty: 5223.761230
	Iteration 3F: 3 clusters Score -5054879 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -5056699.000000 Penalty: 5223.761230
	Iteration 4F: 3 clusters Score -5056699 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -5058714.000000 Penalty: 5223.761230
	Iteration 5F: 3 clusters Score -5058714 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -5060629.000000 Penalty: 5223.761230
	Iteration 6F: 3 clusters Score -5060629 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -5062215.000000 Penalty: 5223.761230
	Iteration 7F: 3 clusters Score -5062215 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -5063203.000000 Penalty: 5223.761230
	Iteration 8Q: 3 clusters Score -5063203 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -5063731.500000 Penalty: 5223.761230
	Iteration 9Q: 3 clusters Score -5063732 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -5064039.500000 Penalty: 5223.761230
	Iteration 10Q: 3 clusters Score -5064040 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -5064281.000000 Penalty: 5223.761230
	Iteration 11Q: 3 clusters Score -5064281 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -5064454.000000 Penalty: 5223.761230
	Iteration 12Q: 3 clusters Score -5064454 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -5064659.500000 Penalty: 5223.761230
	Iteration 13Q: 3 clusters Score -5064660 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -5064810.500000 Penalty: 5223.761230
	Iteration 14Q: 3 clusters Score -5064810 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -5064942.000000 Penalty: 5223.761230
	Iteration 15Q: 3 clusters Score -5064942 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -5065061.500000 Penalty: 5223.761230
	Iteration 16Q: 3 clusters Score -5065062 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5065158.500000 Penalty: 5223.761230
	Iteration 17Q: 3 clusters Score -5065158 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5065219.500000 Penalty: 5223.761230
	Iteration 18Q: 3 clusters Score -5065220 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -5065309.000000 Penalty: 5223.761230
	Iteration 19Q: 3 clusters Score -5065309 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -5065392.500000 Penalty: 5223.761230
	Iteration 20F: 3 clusters Score -5065392 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5065433.500000 Penalty: 5223.761230
	Iteration 21Q: 3 clusters Score -5065434 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -5065498.000000 Penalty: 5223.761230
	Iteration 22Q: 3 clusters Score -5065498 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5065570.500000 Penalty: 5223.761230
	Iteration 23Q: 3 clusters Score -5065570 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -5065622.000000 Penalty: 5223.761230
	Iteration 24Q: 3 clusters Score -5065622 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -5065693.000000 Penalty: 5223.761230
	Iteration 25Q: 3 clusters Score -5065693 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -5065721.500000 Penalty: 5223.761230
	Iteration 26Q: 3 clusters Score -5065722 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -5065767.000000 Penalty: 5223.761230
	Iteration 27Q: 3 clusters Score -5065767 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -5065799.000000 Penalty: 5223.761230
	Iteration 28Q: 3 clusters Score -5065799 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -5065815.500000 Penalty: 5223.761230
	Iteration 29Q: 3 clusters Score -5065816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5065847.000000 Penalty: 5223.761230
	Iteration 30Q: 3 clusters Score -5065847 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5065882.500000 Penalty: 5223.761230
	Iteration 31Q: 3 clusters Score -5065882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5065888.000000 Penalty: 5223.761230
	Iteration 32Q: 3 clusters Score -5065888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5065916.000000 Penalty: 5223.761230
	Iteration 33Q: 3 clusters Score -5065916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5065919.000000 Penalty: 5223.761230
	Iteration 34Q: 3 clusters Score -5065919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5065914.000000 Penalty: 5223.761230
	Iteration 35Q: 3 clusters Score -5065914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5065937.000000 Penalty: 5223.761230
	Iteration 36Q: 3 clusters Score -5065937 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5065946.000000 Penalty: 5223.761230
	Iteration 37Q: 3 clusters Score -5065946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5065958.000000 Penalty: 5223.761230
	Iteration 38Q: 3 clusters Score -5065958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5065968.500000 Penalty: 5223.761230
	Iteration 39Q: 3 clusters Score -5065968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5065991.000000 Penalty: 5223.761230
	Iteration 40F: 3 clusters Score -5065991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5066003.000000 Penalty: 5223.761230
	Iteration 41Q: 3 clusters Score -5066003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5066020.500000 Penalty: 5223.761230
	Iteration 42Q: 3 clusters Score -5066020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5066022.000000 Penalty: 5223.761230
	Iteration 43Q: 3 clusters Score -5066022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5066046.000000 Penalty: 5223.761230
	Iteration 44Q: 3 clusters Score -5066046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5066055.500000 Penalty: 5223.761230
	Iteration 45Q: 3 clusters Score -5066056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5066066.500000 Penalty: 5223.761230
	Iteration 46Q: 3 clusters Score -5066066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5066074.000000 Penalty: 5223.761230
	Iteration 47Q: 3 clusters Score -5066074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5066074.000000 Penalty: 5223.761230
	Iteration 48Q: 3 clusters Score -5066074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5066069.500000 Penalty: 5223.761230
	Iteration 49Q: 3 clusters Score -5066070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5066080.000000 Penalty: 5223.761230
	Iteration 50Q: 3 clusters Score -5066080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5066090.000000 Penalty: 5223.761230
	Iteration 51Q: 3 clusters Score -5066090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5066091.000000 Penalty: 5223.761230
	Iteration 52Q: 3 clusters Score -5066091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5066100.000000 Penalty: 5223.761230
	Iteration 53Q: 3 clusters Score -5066100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5066106.000000 Penalty: 5223.761230
	Iteration 54Q: 3 clusters Score -5066106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5066110.500000 Penalty: 5223.761230
	Iteration 55Q: 3 clusters Score -5066110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5066112.000000 Penalty: 5223.761230
	Iteration 56Q: 3 clusters Score -5066112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5066112.000000 Penalty: 5223.761230
	Iteration 57Q: 3 clusters Score -5066112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5066117.000000 Penalty: 5223.761230
	Iteration 58Q: 3 clusters Score -5066117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5066121.000000 Penalty: 5223.761230
	Iteration 59Q: 3 clusters Score -5066121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5066125.000000 Penalty: 5223.761230
	Iteration 60F: 3 clusters Score -5066125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5066120.500000 Penalty: 5223.761230
	Iteration 61Q: 3 clusters Score -5066120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5066118.500000 Penalty: 5223.761230
	Iteration 62Q: 3 clusters Score -5066118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5066124.000000 Penalty: 5223.761230
	Iteration 63Q: 3 clusters Score -5066124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5066127.500000 Penalty: 5223.761230
	Iteration 64Q: 3 clusters Score -5066128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5066123.500000 Penalty: 5223.761230
	Iteration 65Q: 3 clusters Score -5066124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5066130.500000 Penalty: 5223.761230
	Iteration 66Q: 3 clusters Score -5066130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5066130.000000 Penalty: 5223.761230
	Iteration 67Q: 3 clusters Score -5066130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5066136.000000 Penalty: 5223.761230
	Iteration 68Q: 3 clusters Score -5066136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5066142.000000 Penalty: 5223.761230
	Iteration 69Q: 3 clusters Score -5066142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5066144.000000 Penalty: 5223.761230
	Iteration 70Q: 3 clusters Score -5066144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5066149.000000 Penalty: 5223.761230
	Iteration 71Q: 3 clusters Score -5066149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5066150.500000 Penalty: 5223.761230
	Iteration 72Q: 3 clusters Score -5066150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5066151.500000 Penalty: 5223.761230
	Iteration 73Q: 3 clusters Score -5066152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5066154.500000 Penalty: 5223.761230
	Iteration 74Q: 3 clusters Score -5066154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5066157.000000 Penalty: 5223.761230
	Iteration 75Q: 3 clusters Score -5066157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5066157.000000 Penalty: 5223.761230
	Iteration 76Q: 3 clusters Score -5066157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5066153.500000 Penalty: 5223.761230
	Iteration 77Q: 3 clusters Score -5066154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5066155.500000 Penalty: 5223.761230
	Iteration 78Q: 3 clusters Score -5066156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5066155.500000 Penalty: 5223.761230
	Iteration 79F: 3 clusters Score -5066156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Entering Unmasked Estep 
Score: -786431.937500 Penalty: 2147.527832
	Iteration 0F: 2 clusters Score -786431.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -781450.875000 Penalty: 4295.055664
	Iteration 0F: 3 clusters Score -781450.9 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -782661.062500 Penalty: 4295.055664
	Iteration 1F: 3 clusters Score -782661.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -782876.312500 Penalty: 4295.055664
	Iteration 2F: 3 clusters Score -782876.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -783019.500000 Penalty: 4295.055664
	Iteration 3F: 3 clusters Score -783019.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -783115.687500 Penalty: 4295.055664
	Iteration 4Q: 3 clusters Score -783115.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -783192.750000 Penalty: 4295.055664
	Iteration 5Q: 3 clusters Score -783192.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -783260.062500 Penalty: 4295.055664
	Iteration 6Q: 3 clusters Score -783260.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -783326.937500 Penalty: 4295.055664
	Iteration 7Q: 3 clusters Score -783326.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -783394.062500 Penalty: 4295.055664
	Iteration 8Q: 3 clusters Score -783394.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -783456.062500 Penalty: 4295.055664
	Iteration 9Q: 3 clusters Score -783456.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -783528.187500 Penalty: 4295.055664
	Iteration 10Q: 3 clusters Score -783528.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -783629.937500 Penalty: 4295.055664
	Iteration 11Q: 3 clusters Score -783629.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -783742.000000 Penalty: 4295.055664
	Iteration 12Q: 3 clusters Score -783742 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -783864.125000 Penalty: 4295.055664
	Iteration 13Q: 3 clusters Score -783864.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -784002.250000 Penalty: 4295.055664
	Iteration 14Q: 3 clusters Score -784002.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -784139.125000 Penalty: 4295.055664
	Iteration 15Q: 3 clusters Score -784139.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -784268.500000 Penalty: 4295.055664
	Iteration 16Q: 3 clusters Score -784268.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -784369.250000 Penalty: 4295.055664
	Iteration 17Q: 3 clusters Score -784369.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -784450.875000 Penalty: 4295.055664
	Iteration 18Q: 3 clusters Score -784450.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -784536.875000 Penalty: 4295.055664
	Iteration 19Q: 3 clusters Score -784536.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -784612.875000 Penalty: 4295.055664
	Iteration 20F: 3 clusters Score -784612.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -784686.062500 Penalty: 4295.055664
	Iteration 21Q: 3 clusters Score -784686.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -784723.062500 Penalty: 4295.055664
	Iteration 22Q: 3 clusters Score -784723.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -784761.562500 Penalty: 4295.055664
	Iteration 23Q: 3 clusters Score -784761.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -784792.687500 Penalty: 4295.055664
	Iteration 24Q: 3 clusters Score -784792.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -784812.125000 Penalty: 4295.055664
	Iteration 25Q: 3 clusters Score -784812.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -784825.187500 Penalty: 4295.055664
	Iteration 26Q: 3 clusters Score -784825.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -784830.125000 Penalty: 4295.055664
	Iteration 27Q: 3 clusters Score -784830.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -784832.312500 Penalty: 4295.055664
	Iteration 28Q: 3 clusters Score -784832.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -784834.125000 Penalty: 4295.055664
	Iteration 29Q: 3 clusters Score -784834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -784834.375000 Penalty: 4295.055664
	Iteration 30Q: 3 clusters Score -784834.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -784834.750000 Penalty: 4295.055664
	Iteration 31Q: 3 clusters Score -784834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -784835.250000 Penalty: 4295.055664
	Iteration 32Q: 3 clusters Score -784835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -784835.250000 Penalty: 4295.055664
	Iteration 33F: 3 clusters Score -784835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187523 members 
Mstep: Class 2 contains 40702 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9644 members 
Mstep: Class 6 contains 44009 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 11293 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 192384 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23306 members 
Mstep: Class 14 contains 162713 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195854 members 
Mstep: Class 18 contains 170838 members 
Mstep: Class 21 contains 37488 members 
Mstep: Class 23 contains 5764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350688.000000 Penalty: 65528.617188
Iteration 279Q: 20 clusters Score -1.443507e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187527 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 9647 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 192385 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23313 members 
Mstep: Class 14 contains 162723 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195881 members 
Mstep: Class 18 contains 170834 members 
Mstep: Class 21 contains 37483 members 
Mstep: Class 23 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350640.000000 Penalty: 65528.617188
Iteration 280F: 20 clusters Score -1.443506e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187534 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 9651 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 11218 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 192377 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23321 members 
Mstep: Class 14 contains 162727 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195905 members 
Mstep: Class 18 contains 170828 members 
Mstep: Class 21 contains 37476 members 
Mstep: Class 23 contains 5767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350496.000000 Penalty: 65528.617188
Iteration 281Q: 20 clusters Score -1.443505e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187509 members 
Mstep: Class 2 contains 40699 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 9651 members 
Mstep: Class 6 contains 44014 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11194 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 192371 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23330 members 
Mstep: Class 14 contains 162731 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195943 members 
Mstep: Class 18 contains 170827 members 
Mstep: Class 21 contains 37478 members 
Mstep: Class 23 contains 5768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350640.000000 Penalty: 65528.617188
Iteration 282Q: 20 clusters Score -1.443506e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187502 members 
Mstep: Class 2 contains 40696 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 9651 members 
Mstep: Class 6 contains 44016 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11172 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 192358 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23342 members 
Mstep: Class 14 contains 162725 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 195981 members 
Mstep: Class 18 contains 170826 members 
Mstep: Class 21 contains 37477 members 
Mstep: Class 23 contains 5769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350704.000000 Penalty: 65528.617188
Iteration 283Q: 20 clusters Score -1.443507e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187492 members 
Mstep: Class 2 contains 40700 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 9653 members 
Mstep: Class 6 contains 44023 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 11 contains 192351 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23350 members 
Mstep: Class 14 contains 162728 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196001 members 
Mstep: Class 18 contains 170833 members 
Mstep: Class 21 contains 37475 members 
Mstep: Class 23 contains 5770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350848.000000 Penalty: 65528.617188
Iteration 284Q: 20 clusters Score -1.443508e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187501 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 9654 members 
Mstep: Class 6 contains 44021 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11111 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3596 members 
Mstep: Class 11 contains 192343 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23360 members 
Mstep: Class 14 contains 162744 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196020 members 
Mstep: Class 18 contains 170827 members 
Mstep: Class 21 contains 37470 members 
Mstep: Class 23 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350640.000000 Penalty: 65528.617188
Iteration 285Q: 20 clusters Score -1.443506e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187502 members 
Mstep: Class 2 contains 40696 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 9655 members 
Mstep: Class 6 contains 44023 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11079 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3592 members 
Mstep: Class 11 contains 192340 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23371 members 
Mstep: Class 14 contains 162750 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196040 members 
Mstep: Class 18 contains 170828 members 
Mstep: Class 21 contains 37469 members 
Mstep: Class 23 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350704.000000 Penalty: 65528.617188
Iteration 286Q: 20 clusters Score -1.443507e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187498 members 
Mstep: Class 2 contains 40694 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 9654 members 
Mstep: Class 6 contains 44023 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11059 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3590 members 
Mstep: Class 11 contains 192335 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23381 members 
Mstep: Class 14 contains 162764 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196058 members 
Mstep: Class 18 contains 170824 members 
Mstep: Class 21 contains 37467 members 
Mstep: Class 23 contains 5769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350672.000000 Penalty: 65528.617188
Iteration 287Q: 20 clusters Score -1.443507e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187493 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 9656 members 
Mstep: Class 6 contains 44029 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 11026 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3590 members 
Mstep: Class 11 contains 192320 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23394 members 
Mstep: Class 14 contains 162779 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196065 members 
Mstep: Class 18 contains 170834 members 
Mstep: Class 21 contains 37467 members 
Mstep: Class 23 contains 5770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350480.000000 Penalty: 65528.617188
Iteration 288Q: 20 clusters Score -1.443505e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187511 members 
Mstep: Class 2 contains 40688 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44029 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10991 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3588 members 
Mstep: Class 11 contains 192305 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23406 members 
Mstep: Class 14 contains 162789 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196073 members 
Mstep: Class 18 contains 170841 members 
Mstep: Class 21 contains 37466 members 
Mstep: Class 23 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350336.000000 Penalty: 65528.617188
Iteration 289Q: 20 clusters Score -1.443503e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187519 members 
Mstep: Class 2 contains 40691 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44034 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 192294 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23413 members 
Mstep: Class 14 contains 162808 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196087 members 
Mstep: Class 18 contains 170829 members 
Mstep: Class 21 contains 37464 members 
Mstep: Class 23 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350352.000000 Penalty: 65528.617188
Iteration 290Q: 20 clusters Score -1.443504e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187536 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44041 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10926 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 192285 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23423 members 
Mstep: Class 14 contains 162822 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196095 members 
Mstep: Class 18 contains 170822 members 
Mstep: Class 21 contains 37461 members 
Mstep: Class 23 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350336.000000 Penalty: 65528.617188
Iteration 291Q: 20 clusters Score -1.443503e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187554 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 44045 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10890 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 192287 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23431 members 
Mstep: Class 14 contains 162834 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196107 members 
Mstep: Class 18 contains 170811 members 
Mstep: Class 21 contains 37455 members 
Mstep: Class 23 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350336.000000 Penalty: 65528.617188
Iteration 292Q: 20 clusters Score -1.443503e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187562 members 
Mstep: Class 2 contains 40688 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9663 members 
Mstep: Class 6 contains 44048 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10858 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 192284 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23439 members 
Mstep: Class 14 contains 162845 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196121 members 
Mstep: Class 18 contains 170808 members 
Mstep: Class 21 contains 37451 members 
Mstep: Class 23 contains 5772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350160.000000 Penalty: 65528.617188
Iteration 293Q: 20 clusters Score -1.443502e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187577 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9662 members 
Mstep: Class 6 contains 44050 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10820 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 192276 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23447 members 
Mstep: Class 14 contains 162851 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196136 members 
Mstep: Class 18 contains 170805 members 
Mstep: Class 21 contains 37447 members 
Mstep: Class 23 contains 5775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350304.000000 Penalty: 65528.617188
Iteration 294Q: 20 clusters Score -1.443503e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187605 members 
Mstep: Class 2 contains 40692 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9662 members 
Mstep: Class 6 contains 44047 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10785 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 192261 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23455 members 
Mstep: Class 14 contains 162856 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196156 members 
Mstep: Class 18 contains 170799 members 
Mstep: Class 21 contains 37443 members 
Mstep: Class 23 contains 5778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350432.000000 Penalty: 65528.617188
Iteration 295Q: 20 clusters Score -1.443504e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187645 members 
Mstep: Class 2 contains 40689 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9664 members 
Mstep: Class 6 contains 44041 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10754 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3578 members 
Mstep: Class 11 contains 192227 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23462 members 
Mstep: Class 14 contains 162858 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196183 members 
Mstep: Class 18 contains 170791 members 
Mstep: Class 21 contains 37440 members 
Mstep: Class 23 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350400.000000 Penalty: 65528.617188
Iteration 296Q: 20 clusters Score -1.443504e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187682 members 
Mstep: Class 2 contains 40684 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9663 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10720 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 192210 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23467 members 
Mstep: Class 14 contains 162864 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196191 members 
Mstep: Class 18 contains 170787 members 
Mstep: Class 21 contains 37435 members 
Mstep: Class 23 contains 5799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350320.000000 Penalty: 65528.617188
Iteration 297Q: 20 clusters Score -1.443503e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187710 members 
Mstep: Class 2 contains 40685 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44034 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10687 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 192197 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23474 members 
Mstep: Class 14 contains 162869 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196206 members 
Mstep: Class 18 contains 170788 members 
Mstep: Class 21 contains 37429 members 
Mstep: Class 23 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350256.000000 Penalty: 65528.617188
Iteration 298Q: 20 clusters Score -1.443503e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187738 members 
Mstep: Class 2 contains 40682 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44029 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10655 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 192181 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23477 members 
Mstep: Class 14 contains 162878 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196219 members 
Mstep: Class 18 contains 170789 members 
Mstep: Class 21 contains 37428 members 
Mstep: Class 23 contains 5808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350240.000000 Penalty: 65528.617188
Iteration 299Q: 20 clusters Score -1.443502e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187754 members 
Mstep: Class 2 contains 40685 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9655 members 
Mstep: Class 6 contains 44029 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10627 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 192173 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23479 members 
Mstep: Class 14 contains 162875 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196236 members 
Mstep: Class 18 contains 170793 members 
Mstep: Class 21 contains 37425 members 
Mstep: Class 23 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350128.000000 Penalty: 65528.617188
Iteration 300F: 20 clusters Score -1.443501e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187755 members 
Mstep: Class 2 contains 40684 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 9655 members 
Mstep: Class 6 contains 44029 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10601 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 192164 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23481 members 
Mstep: Class 14 contains 162880 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196256 members 
Mstep: Class 18 contains 170799 members 
Mstep: Class 21 contains 37424 members 
Mstep: Class 23 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350160.000000 Penalty: 65528.617188
Iteration 301Q: 20 clusters Score -1.443502e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187749 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 9655 members 
Mstep: Class 6 contains 44031 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 192159 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23488 members 
Mstep: Class 14 contains 162884 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196273 members 
Mstep: Class 18 contains 170804 members 
Mstep: Class 21 contains 37425 members 
Mstep: Class 23 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350144.000000 Penalty: 65528.617188
Iteration 302Q: 20 clusters Score -1.443501e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187738 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 9656 members 
Mstep: Class 6 contains 44038 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10543 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3573 members 
Mstep: Class 11 contains 192168 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23491 members 
Mstep: Class 14 contains 162882 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196287 members 
Mstep: Class 18 contains 170809 members 
Mstep: Class 21 contains 37425 members 
Mstep: Class 23 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350224.000000 Penalty: 65528.617188
Iteration 303Q: 20 clusters Score -1.443502e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187745 members 
Mstep: Class 2 contains 40695 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 9655 members 
Mstep: Class 6 contains 44044 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10522 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3570 members 
Mstep: Class 11 contains 192166 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23492 members 
Mstep: Class 14 contains 162875 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196295 members 
Mstep: Class 18 contains 170813 members 
Mstep: Class 21 contains 37427 members 
Mstep: Class 23 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350304.000000 Penalty: 65528.617188
Iteration 304Q: 20 clusters Score -1.443503e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187754 members 
Mstep: Class 2 contains 40699 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 9655 members 
Mstep: Class 6 contains 44046 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10494 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3567 members 
Mstep: Class 11 contains 192161 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23495 members 
Mstep: Class 14 contains 162888 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196295 members 
Mstep: Class 18 contains 170816 members 
Mstep: Class 21 contains 37427 members 
Mstep: Class 23 contains 5820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350160.000000 Penalty: 65528.617188
Iteration 305Q: 20 clusters Score -1.443502e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187776 members 
Mstep: Class 2 contains 40699 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9656 members 
Mstep: Class 6 contains 44046 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10457 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3567 members 
Mstep: Class 11 contains 192167 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23498 members 
Mstep: Class 14 contains 162888 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196294 members 
Mstep: Class 18 contains 170823 members 
Mstep: Class 21 contains 37425 members 
Mstep: Class 23 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350144.000000 Penalty: 65528.617188
Iteration 306Q: 20 clusters Score -1.443501e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187797 members 
Mstep: Class 2 contains 40700 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 44050 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10418 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 11 contains 192159 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23502 members 
Mstep: Class 14 contains 162897 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196292 members 
Mstep: Class 18 contains 170834 members 
Mstep: Class 21 contains 37424 members 
Mstep: Class 23 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350176.000000 Penalty: 65528.617188
Iteration 307Q: 20 clusters Score -1.443502e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187809 members 
Mstep: Class 2 contains 40700 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 44051 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10381 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 192151 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23505 members 
Mstep: Class 14 contains 162909 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196297 members 
Mstep: Class 18 contains 170846 members 
Mstep: Class 21 contains 37426 members 
Mstep: Class 23 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350256.000000 Penalty: 65528.617188
Iteration 308Q: 20 clusters Score -1.443503e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187831 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 44058 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10350 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3558 members 
Mstep: Class 11 contains 192141 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23508 members 
Mstep: Class 14 contains 162917 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196293 members 
Mstep: Class 18 contains 170857 members 
Mstep: Class 21 contains 37427 members 
Mstep: Class 23 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350112.000000 Penalty: 65528.617188
Iteration 309Q: 20 clusters Score -1.443501e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187842 members 
Mstep: Class 2 contains 40696 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 44063 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10320 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 192132 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23512 members 
Mstep: Class 14 contains 162928 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196301 members 
Mstep: Class 18 contains 170865 members 
Mstep: Class 21 contains 37423 members 
Mstep: Class 23 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350080.000000 Penalty: 65528.617188
Iteration 310Q: 20 clusters Score -1.443501e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187858 members 
Mstep: Class 2 contains 40697 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44058 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 192124 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23515 members 
Mstep: Class 14 contains 162949 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196296 members 
Mstep: Class 18 contains 170867 members 
Mstep: Class 21 contains 37422 members 
Mstep: Class 23 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350032.000000 Penalty: 65528.617188
Iteration 311Q: 20 clusters Score -1.4435e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187871 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44058 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 192116 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23516 members 
Mstep: Class 14 contains 162959 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196301 members 
Mstep: Class 18 contains 170877 members 
Mstep: Class 21 contains 37418 members 
Mstep: Class 23 contains 5823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349984.000000 Penalty: 65528.617188
Iteration 312Q: 20 clusters Score -1.4435e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187868 members 
Mstep: Class 2 contains 40701 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 44057 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10236 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 192113 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23517 members 
Mstep: Class 14 contains 162976 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196308 members 
Mstep: Class 18 contains 170887 members 
Mstep: Class 21 contains 37415 members 
Mstep: Class 23 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350032.000000 Penalty: 65528.617188
Iteration 313Q: 20 clusters Score -1.4435e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187881 members 
Mstep: Class 2 contains 40700 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 44054 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10198 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 192103 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23518 members 
Mstep: Class 14 contains 162984 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196323 members 
Mstep: Class 18 contains 170896 members 
Mstep: Class 21 contains 37415 members 
Mstep: Class 23 contains 5827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144349984.000000 Penalty: 65528.617188
Iteration 314Q: 20 clusters Score -1.4435e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187896 members 
Mstep: Class 2 contains 40699 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44050 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 192097 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23519 members 
Mstep: Class 14 contains 162993 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196334 members 
Mstep: Class 18 contains 170901 members 
Mstep: Class 21 contains 37417 members 
Mstep: Class 23 contains 5827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350160.000000 Penalty: 65528.617188
Iteration 315Q: 20 clusters Score -1.443502e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40697 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 44051 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10127 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192085 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23521 members 
Mstep: Class 14 contains 163001 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196349 members 
Mstep: Class 18 contains 170914 members 
Mstep: Class 21 contains 37417 members 
Mstep: Class 23 contains 5831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350160.000000 Penalty: 65528.617188
Iteration 316Q: 20 clusters Score -1.443502e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187908 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 44051 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10100 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192090 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23525 members 
Mstep: Class 14 contains 162994 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196358 members 
Mstep: Class 18 contains 170921 members 
Mstep: Class 21 contains 37417 members 
Mstep: Class 23 contains 5836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350144.000000 Penalty: 65528.617188
Iteration 317Q: 20 clusters Score -1.443501e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 40691 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 44047 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10074 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192100 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23526 members 
Mstep: Class 14 contains 162988 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196376 members 
Mstep: Class 18 contains 170928 members 
Mstep: Class 21 contains 37412 members 
Mstep: Class 23 contains 5839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350224.000000 Penalty: 65528.617188
Iteration 318Q: 20 clusters Score -1.443502e+08 nChanged 113
Entering ConstructFrom: 
Score: -144350224.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (187910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187910 members 
Entering Unmasked Estep 
Score: -25178876.000000 Penalty: 3011.642334
	Iteration 0F: 2 clusters Score -2.517888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -25057538.000000 Penalty: 6023.284668
	Iteration 0F: 3 clusters Score -2.505754e+07 nChanged 90295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -25109990.000000 Penalty: 6023.284668
	Iteration 1F: 3 clusters Score -2.510999e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -25111252.000000 Penalty: 6023.284668
	Iteration 2Q: 3 clusters Score -2.511125e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107641 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -25113394.000000 Penalty: 6023.284668
	Iteration 3Q: 3 clusters Score -2.511339e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -25117054.000000 Penalty: 6023.284668
	Iteration 4Q: 3 clusters Score -2.511705e+07 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127645 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -25124554.000000 Penalty: 6023.284668
	Iteration 5F: 3 clusters Score -2.512455e+07 nChanged 16097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143610 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -25137374.000000 Penalty: 6023.284668
	Iteration 6F: 3 clusters Score -2.513737e+07 nChanged 17623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161211 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -25153998.000000 Penalty: 6023.284668
	Iteration 7F: 3 clusters Score -2.5154e+07 nChanged 14552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175757 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -25167312.000000 Penalty: 6023.284668
	Iteration 8F: 3 clusters Score -2.516731e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183852 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -25173756.000000 Penalty: 6023.284668
	Iteration 9Q: 3 clusters Score -2.517376e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186676 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -25175608.000000 Penalty: 6023.284668
	Iteration 10Q: 3 clusters Score -2.517561e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187400 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -25175932.000000 Penalty: 6023.284668
	Iteration 11Q: 3 clusters Score -2.517593e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187580 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25176084.000000 Penalty: 6023.284668
	Iteration 12Q: 3 clusters Score -2.517608e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187642 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25176158.000000 Penalty: 6023.284668
	Iteration 13Q: 3 clusters Score -2.517616e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187664 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25176190.000000 Penalty: 6023.284668
	Iteration 14Q: 3 clusters Score -2.517619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187677 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25176214.000000 Penalty: 6023.284668
	Iteration 15Q: 3 clusters Score -2.517621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187684 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25176222.000000 Penalty: 6023.284668
	Iteration 16Q: 3 clusters Score -2.517622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187689 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25176244.000000 Penalty: 6023.284668
	Iteration 17Q: 3 clusters Score -2.517624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187690 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25176264.000000 Penalty: 6023.284668
	Iteration 18Q: 3 clusters Score -2.517626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187692 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25176264.000000 Penalty: 6023.284668
	Iteration 19Q: 3 clusters Score -2.517626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187691 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25176276.000000 Penalty: 6023.284668
	Iteration 20F: 3 clusters Score -2.517628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187693 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25176296.000000 Penalty: 6023.284668
	Iteration 21Q: 3 clusters Score -2.51763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187691 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25176296.000000 Penalty: 6023.284668
	Iteration 22Q: 3 clusters Score -2.51763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187692 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25176296.000000 Penalty: 6023.284668
	Iteration 23Q: 3 clusters Score -2.51763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187692 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25176296.000000 Penalty: 6023.284668
	Iteration 24F: 3 clusters Score -2.51763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Entering Unmasked Estep 
Score: -5510412.500000 Penalty: 2632.207031
	Iteration 0F: 2 clusters Score -5510412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5482890.500000 Penalty: 5264.414062
	Iteration 0F: 3 clusters Score -5482890 nChanged 18579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -5492912.500000 Penalty: 5264.414062
	Iteration 1F: 3 clusters Score -5492912 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -5493448.000000 Penalty: 5264.414062
	Iteration 2Q: 3 clusters Score -5493448 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5494001.000000 Penalty: 5264.414062
	Iteration 3Q: 3 clusters Score -5494001 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -5494589.500000 Penalty: 5264.414062
	Iteration 4Q: 3 clusters Score -5494590 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -5495342.500000 Penalty: 5264.414062
	Iteration 5Q: 3 clusters Score -5495342 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5496406.500000 Penalty: 5264.414062
	Iteration 6F: 3 clusters Score -5496406 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -5497950.500000 Penalty: 5264.414062
	Iteration 7F: 3 clusters Score -5497950 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -5500096.500000 Penalty: 5264.414062
	Iteration 8F: 3 clusters Score -5500096 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -5502663.500000 Penalty: 5264.414062
	Iteration 9F: 3 clusters Score -5502664 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -5504979.000000 Penalty: 5264.414062
	Iteration 10F: 3 clusters Score -5504979 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5506526.000000 Penalty: 5264.414062
	Iteration 11Q: 3 clusters Score -5506526 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5507361.500000 Penalty: 5264.414062
	Iteration 12Q: 3 clusters Score -5507362 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5507719.000000 Penalty: 5264.414062
	Iteration 13Q: 3 clusters Score -5507719 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5507867.000000 Penalty: 5264.414062
	Iteration 14Q: 3 clusters Score -5507867 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5507955.500000 Penalty: 5264.414062
	Iteration 15Q: 3 clusters Score -5507956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5508020.000000 Penalty: 5264.414062
	Iteration 16Q: 3 clusters Score -5508020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5508083.500000 Penalty: 5264.414062
	Iteration 17Q: 3 clusters Score -5508084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5508131.000000 Penalty: 5264.414062
	Iteration 18Q: 3 clusters Score -5508131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5508150.500000 Penalty: 5264.414062
	Iteration 19Q: 3 clusters Score -5508150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5508162.500000 Penalty: 5264.414062
	Iteration 20F: 3 clusters Score -5508162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5508170.000000 Penalty: 5264.414062
	Iteration 21Q: 3 clusters Score -5508170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5508175.000000 Penalty: 5264.414062
	Iteration 22Q: 3 clusters Score -5508175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5508184.000000 Penalty: 5264.414062
	Iteration 23Q: 3 clusters Score -5508184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5508181.500000 Penalty: 5264.414062
	Iteration 24Q: 3 clusters Score -5508182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5508174.500000 Penalty: 5264.414062
	Iteration 25Q: 3 clusters Score -5508174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5508177.500000 Penalty: 5264.414062
	Iteration 26Q: 3 clusters Score -5508178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5508180.000000 Penalty: 5264.414062
	Iteration 27Q: 3 clusters Score -5508180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5508185.000000 Penalty: 5264.414062
	Iteration 28Q: 3 clusters Score -5508185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5508192.000000 Penalty: 5264.414062
	Iteration 29Q: 3 clusters Score -5508192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5508197.500000 Penalty: 5264.414062
	Iteration 30Q: 3 clusters Score -5508198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5508198.500000 Penalty: 5264.414062
	Iteration 31Q: 3 clusters Score -5508198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5508204.000000 Penalty: 5264.414062
	Iteration 32Q: 3 clusters Score -5508204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5508205.000000 Penalty: 5264.414062
	Iteration 33Q: 3 clusters Score -5508205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5508205.000000 Penalty: 5264.414062
	Iteration 34Q: 3 clusters Score -5508205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5508203.500000 Penalty: 5264.414062
	Iteration 35Q: 3 clusters Score -5508204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5508203.000000 Penalty: 5264.414062
	Iteration 36Q: 3 clusters Score -5508203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5508203.000000 Penalty: 5264.414062
	Iteration 37F: 3 clusters Score -5508203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -112013.656250 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -112013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110236.687500 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -110236.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -110596.406250 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -110596.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110708.867188 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -110708.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -110792.773438 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -110792.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -110865.335938 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -110865.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -110920.234375 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -110920.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -110985.117188 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -110985.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -111058.453125 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -111058.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -111092.578125 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -111092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -111107.515625 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -111107.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -111118.187500 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -111118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -111119.468750 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -111119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -111121.265625 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -111121.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -111122.429688 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -111122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -111126.656250 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -111126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -111130.367188 Penalty: 3390.784668
	Iteration 15F: 3 clusters Score -111130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -111173.414062 Penalty: 3390.784668
	Iteration 16Q: 3 clusters Score -111173.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -111225.101562 Penalty: 3390.784668
	Iteration 17Q: 3 clusters Score -111225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -111272.687500 Penalty: 3390.784668
	Iteration 18Q: 3 clusters Score -111272.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -111281.882812 Penalty: 3390.784668
	Iteration 19Q: 3 clusters Score -111281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -111304.875000 Penalty: 3390.784668
	Iteration 20F: 3 clusters Score -111304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -111322.359375 Penalty: 3390.784668
	Iteration 21Q: 3 clusters Score -111322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -111325.765625 Penalty: 3390.784668
	Iteration 22Q: 3 clusters Score -111325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -111325.765625 Penalty: 3390.784668
	Iteration 23F: 3 clusters Score -111325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Entering Unmasked Estep 
Score: -418592.750000 Penalty: 2005.658569
	Iteration 0F: 2 clusters Score -418592.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -415229.093750 Penalty: 4011.317139
	Iteration 0F: 3 clusters Score -415229.1 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -416119.625000 Penalty: 4011.317139
	Iteration 1F: 3 clusters Score -416119.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -416540.062500 Penalty: 4011.317139
	Iteration 2F: 3 clusters Score -416540.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -416848.218750 Penalty: 4011.317139
	Iteration 3F: 3 clusters Score -416848.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -417119.718750 Penalty: 4011.317139
	Iteration 4F: 3 clusters Score -417119.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -417367.156250 Penalty: 4011.317139
	Iteration 5F: 3 clusters Score -417367.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -417574.781250 Penalty: 4011.317139
	Iteration 6Q: 3 clusters Score -417574.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -417752.562500 Penalty: 4011.317139
	Iteration 7Q: 3 clusters Score -417752.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -417858.156250 Penalty: 4011.317139
	Iteration 8Q: 3 clusters Score -417858.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -417942.781250 Penalty: 4011.317139
	Iteration 9Q: 3 clusters Score -417942.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -417995.531250 Penalty: 4011.317139
	Iteration 10Q: 3 clusters Score -417995.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -418027.406250 Penalty: 4011.317139
	Iteration 11Q: 3 clusters Score -418027.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -418058.906250 Penalty: 4011.317139
	Iteration 12Q: 3 clusters Score -418058.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -418088.968750 Penalty: 4011.317139
	Iteration 13Q: 3 clusters Score -418089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -418106.750000 Penalty: 4011.317139
	Iteration 14Q: 3 clusters Score -418106.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -418114.656250 Penalty: 4011.317139
	Iteration 15Q: 3 clusters Score -418114.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -418121.937500 Penalty: 4011.317139
	Iteration 16Q: 3 clusters Score -418121.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -418128.625000 Penalty: 4011.317139
	Iteration 17Q: 3 clusters Score -418128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -418132.093750 Penalty: 4011.317139
	Iteration 18Q: 3 clusters Score -418132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -418133.062500 Penalty: 4011.317139
	Iteration 19Q: 3 clusters Score -418133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -418135.500000 Penalty: 4011.317139
	Iteration 20F: 3 clusters Score -418135.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -418136.468750 Penalty: 4011.317139
	Iteration 21Q: 3 clusters Score -418136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -418137.343750 Penalty: 4011.317139
	Iteration 22Q: 3 clusters Score -418137.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -418137.656250 Penalty: 4011.317139
	Iteration 23Q: 3 clusters Score -418137.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -418138.031250 Penalty: 4011.317139
	Iteration 24Q: 3 clusters Score -418138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -418138.031250 Penalty: 4011.317139
	Iteration 25F: 3 clusters Score -418138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Entering Unmasked Estep 
Score: -1228716.375000 Penalty: 2275.585693
	Iteration 0F: 2 clusters Score -1228716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1221291.375000 Penalty: 4551.171387
	Iteration 0F: 3 clusters Score -1221291 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1223627.625000 Penalty: 4551.171387
	Iteration 1F: 3 clusters Score -1223628 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1224209.750000 Penalty: 4551.171387
	Iteration 2F: 3 clusters Score -1224210 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1224644.375000 Penalty: 4551.171387
	Iteration 3F: 3 clusters Score -1224644 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1225005.125000 Penalty: 4551.171387
	Iteration 4F: 3 clusters Score -1225005 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1225319.000000 Penalty: 4551.171387
	Iteration 5F: 3 clusters Score -1225319 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1225678.500000 Penalty: 4551.171387
	Iteration 6Q: 3 clusters Score -1225678 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1226024.375000 Penalty: 4551.171387
	Iteration 7Q: 3 clusters Score -1226024 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1226355.750000 Penalty: 4551.171387
	Iteration 8Q: 3 clusters Score -1226356 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1226676.375000 Penalty: 4551.171387
	Iteration 9Q: 3 clusters Score -1226676 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1226976.750000 Penalty: 4551.171387
	Iteration 10Q: 3 clusters Score -1226977 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1227245.000000 Penalty: 4551.171387
	Iteration 11Q: 3 clusters Score -1227245 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1227459.875000 Penalty: 4551.171387
	Iteration 12Q: 3 clusters Score -1227460 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1227751.625000 Penalty: 4551.171387
	Iteration 13Q: 3 clusters Score -1227752 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1228023.500000 Penalty: 4551.171387
	Iteration 14Q: 3 clusters Score -1228024 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1228236.375000 Penalty: 4551.171387
	Iteration 15Q: 3 clusters Score -1228236 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1228357.250000 Penalty: 4551.171387
	Iteration 16Q: 3 clusters Score -1228357 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1228433.750000 Penalty: 4551.171387
	Iteration 17Q: 3 clusters Score -1228434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1228490.875000 Penalty: 4551.171387
	Iteration 18Q: 3 clusters Score -1228491 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1228544.750000 Penalty: 4551.171387
	Iteration 19Q: 3 clusters Score -1228545 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1228576.875000 Penalty: 4551.171387
	Iteration 20F: 3 clusters Score -1228577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1228605.875000 Penalty: 4551.171387
	Iteration 21Q: 3 clusters Score -1228606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1228636.250000 Penalty: 4551.171387
	Iteration 22Q: 3 clusters Score -1228636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1228661.625000 Penalty: 4551.171387
	Iteration 23Q: 3 clusters Score -1228662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1228685.000000 Penalty: 4551.171387
	Iteration 24Q: 3 clusters Score -1228685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1228703.250000 Penalty: 4551.171387
	Iteration 25Q: 3 clusters Score -1228703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1228713.250000 Penalty: 4551.171387
	Iteration 26Q: 3 clusters Score -1228713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1228726.250000 Penalty: 4551.171387
	Iteration 27Q: 3 clusters Score -1228726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1228731.625000 Penalty: 4551.171387
	Iteration 28Q: 3 clusters Score -1228732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1228733.000000 Penalty: 4551.171387
	Iteration 29Q: 3 clusters Score -1228733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1228738.500000 Penalty: 4551.171387
	Iteration 30Q: 3 clusters Score -1228738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1228740.500000 Penalty: 4551.171387
	Iteration 31Q: 3 clusters Score -1228740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1228745.375000 Penalty: 4551.171387
	Iteration 32Q: 3 clusters Score -1228745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1228746.750000 Penalty: 4551.171387
	Iteration 33Q: 3 clusters Score -1228747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1228748.500000 Penalty: 4551.171387
	Iteration 34Q: 3 clusters Score -1228748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1228749.000000 Penalty: 4551.171387
	Iteration 35Q: 3 clusters Score -1228749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1228749.750000 Penalty: 4551.171387
	Iteration 36Q: 3 clusters Score -1228750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1228751.375000 Penalty: 4551.171387
	Iteration 37Q: 3 clusters Score -1228751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1228751.375000 Penalty: 4551.171387
	Iteration 38Q: 3 clusters Score -1228751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1228753.250000 Penalty: 4551.171387
	Iteration 39Q: 3 clusters Score -1228753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1228751.250000 Penalty: 4551.171387
	Iteration 40F: 3 clusters Score -1228751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1228752.500000 Penalty: 4551.171387
	Iteration 41Q: 3 clusters Score -1228752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1228752.750000 Penalty: 4551.171387
	Iteration 42Q: 3 clusters Score -1228753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1228754.125000 Penalty: 4551.171387
	Iteration 43Q: 3 clusters Score -1228754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1228755.750000 Penalty: 4551.171387
	Iteration 44Q: 3 clusters Score -1228756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1228755.875000 Penalty: 4551.171387
	Iteration 45Q: 3 clusters Score -1228756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1228756.500000 Penalty: 4551.171387
	Iteration 46Q: 3 clusters Score -1228756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1228756.875000 Penalty: 4551.171387
	Iteration 47Q: 3 clusters Score -1228757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1228756.875000 Penalty: 4551.171387
	Iteration 48Q: 3 clusters Score -1228757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1228756.875000 Penalty: 4551.171387
	Iteration 49Q: 3 clusters Score -1228757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1228758.250000 Penalty: 4551.171387
	Iteration 50Q: 3 clusters Score -1228758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1228758.375000 Penalty: 4551.171387
	Iteration 51Q: 3 clusters Score -1228758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1228757.625000 Penalty: 4551.171387
	Iteration 52Q: 3 clusters Score -1228758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1228758.500000 Penalty: 4551.171387
	Iteration 53Q: 3 clusters Score -1228758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1228759.625000 Penalty: 4551.171387
	Iteration 54Q: 3 clusters Score -1228760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1228758.500000 Penalty: 4551.171387
	Iteration 55Q: 3 clusters Score -1228758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1228759.250000 Penalty: 4551.171387
	Iteration 56Q: 3 clusters Score -1228759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1228759.250000 Penalty: 4551.171387
	Iteration 57F: 3 clusters Score -1228759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 1761 members 
Mstep: Class 6 contains 44046 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192089 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23527 members 
Mstep: Class 14 contains 162986 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 7899 members 
Mstep: Class 17 contains 196394 members 
Mstep: Class 18 contains 170934 members 
Mstep: Class 21 contains 37413 members 
Mstep: Class 23 contains 5845 members 
Entering Unmasked Estep 
Score: -144348960.000000 Penalty: 68977.492188
Splitting cluster 5 changes total score from -144350224.000000 to -144348960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (44046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Entering Unmasked Estep 
Score: -5745515.500000 Penalty: 2651.861328
	Iteration 0F: 2 clusters Score -5745516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -5715812.000000 Penalty: 5303.722656
	Iteration 0F: 3 clusters Score -5715812 nChanged 20281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -5726875.000000 Penalty: 5303.722656
	Iteration 1F: 3 clusters Score -5726875 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -5727553.500000 Penalty: 5303.722656
	Iteration 2Q: 3 clusters Score -5727554 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -5728407.000000 Penalty: 5303.722656
	Iteration 3Q: 3 clusters Score -5728407 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -5729590.000000 Penalty: 5303.722656
	Iteration 4F: 3 clusters Score -5729590 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -5731444.000000 Penalty: 5303.722656
	Iteration 5F: 3 clusters Score -5731444 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -5734113.500000 Penalty: 5303.722656
	Iteration 6F: 3 clusters Score -5734114 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -5737364.000000 Penalty: 5303.722656
	Iteration 7F: 3 clusters Score -5737364 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -5740039.500000 Penalty: 5303.722656
	Iteration 8F: 3 clusters Score -5740040 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5741694.000000 Penalty: 5303.722656
	Iteration 9Q: 3 clusters Score -5741694 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5742512.500000 Penalty: 5303.722656
	Iteration 10Q: 3 clusters Score -5742512 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5742903.500000 Penalty: 5303.722656
	Iteration 11Q: 3 clusters Score -5742904 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5743073.500000 Penalty: 5303.722656
	Iteration 12Q: 3 clusters Score -5743074 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5743140.500000 Penalty: 5303.722656
	Iteration 13Q: 3 clusters Score -5743140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5743207.500000 Penalty: 5303.722656
	Iteration 14Q: 3 clusters Score -5743208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5743232.000000 Penalty: 5303.722656
	Iteration 15Q: 3 clusters Score -5743232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5743265.500000 Penalty: 5303.722656
	Iteration 16Q: 3 clusters Score -5743266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5743286.000000 Penalty: 5303.722656
	Iteration 17Q: 3 clusters Score -5743286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5743304.500000 Penalty: 5303.722656
	Iteration 18Q: 3 clusters Score -5743304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5743300.000000 Penalty: 5303.722656
	Iteration 19Q: 3 clusters Score -5743300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5743307.000000 Penalty: 5303.722656
	Iteration 20F: 3 clusters Score -5743307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5743313.500000 Penalty: 5303.722656
	Iteration 21Q: 3 clusters Score -5743314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5743324.500000 Penalty: 5303.722656
	Iteration 22Q: 3 clusters Score -5743324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5743324.000000 Penalty: 5303.722656
	Iteration 23Q: 3 clusters Score -5743324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5743332.500000 Penalty: 5303.722656
	Iteration 24Q: 3 clusters Score -5743332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5743331.500000 Penalty: 5303.722656
	Iteration 25Q: 3 clusters Score -5743332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5743341.500000 Penalty: 5303.722656
	Iteration 26Q: 3 clusters Score -5743342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5743341.000000 Penalty: 5303.722656
	Iteration 27Q: 3 clusters Score -5743341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5743340.500000 Penalty: 5303.722656
	Iteration 28Q: 3 clusters Score -5743340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5743341.500000 Penalty: 5303.722656
	Iteration 29Q: 3 clusters Score -5743342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5743348.500000 Penalty: 5303.722656
	Iteration 30Q: 3 clusters Score -5743348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5743348.500000 Penalty: 5303.722656
	Iteration 31F: 3 clusters Score -5743348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -431085.187500 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -431085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -427621.062500 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -427621.1 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -428371.156250 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -428371.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -428592.593750 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -428592.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -428767.218750 Penalty: 4014.660400
	Iteration 3F: 3 clusters Score -428767.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -428883.062500 Penalty: 4014.660400
	Iteration 4Q: 3 clusters Score -428883.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -428991.406250 Penalty: 4014.660400
	Iteration 5Q: 3 clusters Score -428991.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -429098.750000 Penalty: 4014.660400
	Iteration 6Q: 3 clusters Score -429098.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -429219.718750 Penalty: 4014.660400
	Iteration 7Q: 3 clusters Score -429219.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -429339.875000 Penalty: 4014.660400
	Iteration 8Q: 3 clusters Score -429339.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -429452.718750 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -429452.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -429590.437500 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -429590.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -429713.343750 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -429713.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -429812.125000 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -429812.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -429922.437500 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -429922.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -430074.062500 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -430074.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -430201.656250 Penalty: 4014.660400
	Iteration 15Q: 3 clusters Score -430201.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -430334.531250 Penalty: 4014.660400
	Iteration 16Q: 3 clusters Score -430334.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -430474.031250 Penalty: 4014.660400
	Iteration 17Q: 3 clusters Score -430474 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -430627.406250 Penalty: 4014.660400
	Iteration 18Q: 3 clusters Score -430627.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -430895.468750 Penalty: 4014.660400
	Iteration 19Q: 3 clusters Score -430895.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -431399.000000 Penalty: 4014.660400
	Iteration 20F: 3 clusters Score -431399 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -431877.375000 Penalty: 4014.660400
	Iteration 21Q: 3 clusters Score -431877.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -432040.656250 Penalty: 4014.660400
	Iteration 22Q: 3 clusters Score -432040.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -432075.437500 Penalty: 4014.660400
	Iteration 23Q: 3 clusters Score -432075.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -432083.406250 Penalty: 4014.660400
	Iteration 24Q: 3 clusters Score -432083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -432084.781250 Penalty: 4014.660400
	Iteration 25Q: 3 clusters Score -432084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -432086.593750 Penalty: 4014.660400
	Iteration 26Q: 3 clusters Score -432086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -432086.593750 Penalty: 4014.660400
	Iteration 27F: 3 clusters Score -432086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 44046 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192089 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23527 members 
Mstep: Class 14 contains 162986 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 1248 members 
Mstep: Class 17 contains 196394 members 
Mstep: Class 18 contains 170934 members 
Mstep: Class 21 contains 37413 members 
Mstep: Class 23 contains 5845 members 
Entering Unmasked Estep 
Score: -144349664.000000 Penalty: 68977.492188
Splitting cluster 7 changes total score from -144350224.000000 to -144349664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Entering Unmasked Estep 
Score: -1343263.625000 Penalty: 2285.598633
	Iteration 0F: 2 clusters Score -1343264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1335520.125000 Penalty: 4571.197266
	Iteration 0F: 3 clusters Score -1335520 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1337724.750000 Penalty: 4571.197266
	Iteration 1F: 3 clusters Score -1337725 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1337971.750000 Penalty: 4571.197266
	Iteration 2F: 3 clusters Score -1337972 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1338128.625000 Penalty: 4571.197266
	Iteration 3Q: 3 clusters Score -1338129 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1338273.250000 Penalty: 4571.197266
	Iteration 4Q: 3 clusters Score -1338273 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1338407.375000 Penalty: 4571.197266
	Iteration 5Q: 3 clusters Score -1338407 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1338522.750000 Penalty: 4571.197266
	Iteration 6Q: 3 clusters Score -1338523 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1338628.250000 Penalty: 4571.197266
	Iteration 7Q: 3 clusters Score -1338628 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1338729.500000 Penalty: 4571.197266
	Iteration 8Q: 3 clusters Score -1338730 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1338851.250000 Penalty: 4571.197266
	Iteration 9Q: 3 clusters Score -1338851 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1339001.500000 Penalty: 4571.197266
	Iteration 10Q: 3 clusters Score -1339002 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1339144.875000 Penalty: 4571.197266
	Iteration 11Q: 3 clusters Score -1339145 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1339316.750000 Penalty: 4571.197266
	Iteration 12Q: 3 clusters Score -1339317 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1339523.250000 Penalty: 4571.197266
	Iteration 13Q: 3 clusters Score -1339523 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1339778.625000 Penalty: 4571.197266
	Iteration 14Q: 3 clusters Score -1339779 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1340074.875000 Penalty: 4571.197266
	Iteration 15Q: 3 clusters Score -1340075 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1340394.875000 Penalty: 4571.197266
	Iteration 16Q: 3 clusters Score -1340395 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1340673.000000 Penalty: 4571.197266
	Iteration 17Q: 3 clusters Score -1340673 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1340870.750000 Penalty: 4571.197266
	Iteration 18Q: 3 clusters Score -1340871 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1340981.875000 Penalty: 4571.197266
	Iteration 19Q: 3 clusters Score -1340982 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1341040.625000 Penalty: 4571.197266
	Iteration 20F: 3 clusters Score -1341041 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1341087.625000 Penalty: 4571.197266
	Iteration 21Q: 3 clusters Score -1341088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1341102.750000 Penalty: 4571.197266
	Iteration 22Q: 3 clusters Score -1341103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1341121.500000 Penalty: 4571.197266
	Iteration 23Q: 3 clusters Score -1341122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1341138.375000 Penalty: 4571.197266
	Iteration 24Q: 3 clusters Score -1341138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1341145.125000 Penalty: 4571.197266
	Iteration 25Q: 3 clusters Score -1341145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1341151.125000 Penalty: 4571.197266
	Iteration 26Q: 3 clusters Score -1341151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1341160.000000 Penalty: 4571.197266
	Iteration 27Q: 3 clusters Score -1341160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1341160.500000 Penalty: 4571.197266
	Iteration 28Q: 3 clusters Score -1341160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1341165.250000 Penalty: 4571.197266
	Iteration 29Q: 3 clusters Score -1341165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1341164.500000 Penalty: 4571.197266
	Iteration 30Q: 3 clusters Score -1341164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1341165.375000 Penalty: 4571.197266
	Iteration 31Q: 3 clusters Score -1341165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1341168.875000 Penalty: 4571.197266
	Iteration 32Q: 3 clusters Score -1341169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1341167.625000 Penalty: 4571.197266
	Iteration 33Q: 3 clusters Score -1341168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1341175.250000 Penalty: 4571.197266
	Iteration 34Q: 3 clusters Score -1341175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1341175.000000 Penalty: 4571.197266
	Iteration 35Q: 3 clusters Score -1341175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1341176.625000 Penalty: 4571.197266
	Iteration 36Q: 3 clusters Score -1341177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1341184.500000 Penalty: 4571.197266
	Iteration 37Q: 3 clusters Score -1341184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1341181.250000 Penalty: 4571.197266
	Iteration 38Q: 3 clusters Score -1341181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1341184.000000 Penalty: 4571.197266
	Iteration 39Q: 3 clusters Score -1341184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1341189.125000 Penalty: 4571.197266
	Iteration 40F: 3 clusters Score -1341189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1341192.000000 Penalty: 4571.197266
	Iteration 41Q: 3 clusters Score -1341192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1341191.500000 Penalty: 4571.197266
	Iteration 42Q: 3 clusters Score -1341192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1341191.125000 Penalty: 4571.197266
	Iteration 43Q: 3 clusters Score -1341191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1341192.875000 Penalty: 4571.197266
	Iteration 44Q: 3 clusters Score -1341193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1341193.500000 Penalty: 4571.197266
	Iteration 45Q: 3 clusters Score -1341194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1341195.125000 Penalty: 4571.197266
	Iteration 46Q: 3 clusters Score -1341195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1341196.250000 Penalty: 4571.197266
	Iteration 47Q: 3 clusters Score -1341196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1341194.500000 Penalty: 4571.197266
	Iteration 48Q: 3 clusters Score -1341194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1341199.375000 Penalty: 4571.197266
	Iteration 49Q: 3 clusters Score -1341199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1341203.000000 Penalty: 4571.197266
	Iteration 50Q: 3 clusters Score -1341203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1341204.000000 Penalty: 4571.197266
	Iteration 51Q: 3 clusters Score -1341204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1341205.625000 Penalty: 4571.197266
	Iteration 52Q: 3 clusters Score -1341206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1341206.500000 Penalty: 4571.197266
	Iteration 53Q: 3 clusters Score -1341206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1341203.500000 Penalty: 4571.197266
	Iteration 54Q: 3 clusters Score -1341204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1341204.875000 Penalty: 4571.197266
	Iteration 55Q: 3 clusters Score -1341205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1341205.125000 Penalty: 4571.197266
	Iteration 56Q: 3 clusters Score -1341205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1341202.625000 Penalty: 4571.197266
	Iteration 57Q: 3 clusters Score -1341203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1341203.375000 Penalty: 4571.197266
	Iteration 58Q: 3 clusters Score -1341203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1341203.375000 Penalty: 4571.197266
	Iteration 59F: 3 clusters Score -1341203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -84344.312500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -84344.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82714.671875 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -82714.67 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83060.625000 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -83060.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83245.437500 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -83245.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83575.906250 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -83575.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83902.046875 Penalty: 3267.424805
	Iteration 4F: 3 clusters Score -83902.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84203.789062 Penalty: 3267.424805
	Iteration 5F: 3 clusters Score -84203.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84403.468750 Penalty: 3267.424805
	Iteration 6F: 3 clusters Score -84403.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84532.250000 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -84532.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84639.757812 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -84639.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84708.429688 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -84708.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84798.843750 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -84798.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -84890.507812 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -84890.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84978.664062 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -84978.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -84998.242188 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -84998.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85001.257812 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -85001.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85001.257812 Penalty: 3267.424805
	Iteration 15F: 3 clusters Score -85001.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 44046 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192089 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23527 members 
Mstep: Class 14 contains 162986 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 196394 members 
Mstep: Class 18 contains 170934 members 
Mstep: Class 21 contains 37413 members 
Mstep: Class 23 contains 5845 members 
Entering Unmasked Estep 
Score: -144348896.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144350224.000000 to -144348896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -454870.656250 Penalty: 2027.675293
	Iteration 0F: 2 clusters Score -454870.7 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 1783 members 
Entering Unmasked Estep 
Score: -451264.781250 Penalty: 4055.350586
	Iteration 0F: 3 clusters Score -451264.8 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -452040.906250 Penalty: 4055.350586
	Iteration 1F: 3 clusters Score -452040.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -452234.906250 Penalty: 4055.350586
	Iteration 2F: 3 clusters Score -452234.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -452371.125000 Penalty: 4055.350586
	Iteration 3Q: 3 clusters Score -452371.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -452526.031250 Penalty: 4055.350586
	Iteration 4Q: 3 clusters Score -452526 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -452655.750000 Penalty: 4055.350586
	Iteration 5Q: 3 clusters Score -452655.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -452747.562500 Penalty: 4055.350586
	Iteration 6Q: 3 clusters Score -452747.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -452842.625000 Penalty: 4055.350586
	Iteration 7Q: 3 clusters Score -452842.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -452943.312500 Penalty: 4055.350586
	Iteration 8Q: 3 clusters Score -452943.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -453009.156250 Penalty: 4055.350586
	Iteration 9Q: 3 clusters Score -453009.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -453054.750000 Penalty: 4055.350586
	Iteration 10Q: 3 clusters Score -453054.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -453102.687500 Penalty: 4055.350586
	Iteration 11Q: 3 clusters Score -453102.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -453137.562500 Penalty: 4055.350586
	Iteration 12Q: 3 clusters Score -453137.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -453166.937500 Penalty: 4055.350586
	Iteration 13Q: 3 clusters Score -453166.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -453197.125000 Penalty: 4055.350586
	Iteration 14Q: 3 clusters Score -453197.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -453227.312500 Penalty: 4055.350586
	Iteration 15Q: 3 clusters Score -453227.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -453252.718750 Penalty: 4055.350586
	Iteration 16Q: 3 clusters Score -453252.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -453279.843750 Penalty: 4055.350586
	Iteration 17Q: 3 clusters Score -453279.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -453298.500000 Penalty: 4055.350586
	Iteration 18Q: 3 clusters Score -453298.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -453312.687500 Penalty: 4055.350586
	Iteration 19Q: 3 clusters Score -453312.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -453323.656250 Penalty: 4055.350586
	Iteration 20F: 3 clusters Score -453323.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -453335.281250 Penalty: 4055.350586
	Iteration 21Q: 3 clusters Score -453335.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -453342.906250 Penalty: 4055.350586
	Iteration 22Q: 3 clusters Score -453342.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -453349.031250 Penalty: 4055.350586
	Iteration 23Q: 3 clusters Score -453349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -453355.062500 Penalty: 4055.350586
	Iteration 24Q: 3 clusters Score -453355.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -453357.812500 Penalty: 4055.350586
	Iteration 25Q: 3 clusters Score -453357.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -453361.812500 Penalty: 4055.350586
	Iteration 26Q: 3 clusters Score -453361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -453365.500000 Penalty: 4055.350586
	Iteration 27Q: 3 clusters Score -453365.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -453371.468750 Penalty: 4055.350586
	Iteration 28Q: 3 clusters Score -453371.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -453374.406250 Penalty: 4055.350586
	Iteration 29Q: 3 clusters Score -453374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -453375.781250 Penalty: 4055.350586
	Iteration 30Q: 3 clusters Score -453375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -453376.781250 Penalty: 4055.350586
	Iteration 31Q: 3 clusters Score -453376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -453377.343750 Penalty: 4055.350586
	Iteration 32Q: 3 clusters Score -453377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -453379.687500 Penalty: 4055.350586
	Iteration 33Q: 3 clusters Score -453379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -453381.968750 Penalty: 4055.350586
	Iteration 34Q: 3 clusters Score -453382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -453384.031250 Penalty: 4055.350586
	Iteration 35Q: 3 clusters Score -453384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -453383.468750 Penalty: 4055.350586
	Iteration 36Q: 3 clusters Score -453383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -453384.843750 Penalty: 4055.350586
	Iteration 37Q: 3 clusters Score -453384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -453385.093750 Penalty: 4055.350586
	Iteration 38Q: 3 clusters Score -453385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -453385.093750 Penalty: 4055.350586
	Iteration 39F: 3 clusters Score -453385.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (192089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192089 members 
Entering Unmasked Estep 
Score: -25810630.000000 Penalty: 3017.097168
	Iteration 0F: 2 clusters Score -2.581063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96012 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -25686614.000000 Penalty: 6034.194336
	Iteration 0F: 3 clusters Score -2.568661e+07 nChanged 92355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 96198 members 
Entering Unmasked Estep 
Score: -25740586.000000 Penalty: 6034.194336
	Iteration 1F: 3 clusters Score -2.574059e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95654 members 
Mstep: Class 2 contains 96435 members 
Entering Unmasked Estep 
Score: -25741958.000000 Penalty: 6034.194336
	Iteration 2Q: 3 clusters Score -2.574196e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95235 members 
Mstep: Class 2 contains 96854 members 
Entering Unmasked Estep 
Score: -25743482.000000 Penalty: 6034.194336
	Iteration 3Q: 3 clusters Score -2.574348e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -25745640.000000 Penalty: 6034.194336
	Iteration 4Q: 3 clusters Score -2.574564e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93584 members 
Mstep: Class 2 contains 98505 members 
Entering Unmasked Estep 
Score: -25749004.000000 Penalty: 6034.194336
	Iteration 5Q: 3 clusters Score -2.5749e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -25754122.000000 Penalty: 6034.194336
	Iteration 6Q: 3 clusters Score -2.575412e+07 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 102080 members 
Entering Unmasked Estep 
Score: -25761786.000000 Penalty: 6034.194336
	Iteration 7F: 3 clusters Score -2.576179e+07 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 104074 members 
Entering Unmasked Estep 
Score: -25771350.000000 Penalty: 6034.194336
	Iteration 8F: 3 clusters Score -2.577135e+07 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 105395 members 
Entering Unmasked Estep 
Score: -25780634.000000 Penalty: 6034.194336
	Iteration 9F: 3 clusters Score -2.578063e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Mstep: Class 2 contains 106074 members 
Entering Unmasked Estep 
Score: -25785962.000000 Penalty: 6034.194336
	Iteration 10F: 3 clusters Score -2.578596e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85721 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -25787636.000000 Penalty: 6034.194336
	Iteration 11Q: 3 clusters Score -2.578764e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 106671 members 
Entering Unmasked Estep 
Score: -25788348.000000 Penalty: 6034.194336
	Iteration 12Q: 3 clusters Score -2.578835e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -25788750.000000 Penalty: 6034.194336
	Iteration 13Q: 3 clusters Score -2.578875e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84714 members 
Mstep: Class 2 contains 107375 members 
Entering Unmasked Estep 
Score: -25788984.000000 Penalty: 6034.194336
	Iteration 14Q: 3 clusters Score -2.578898e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -25789106.000000 Penalty: 6034.194336
	Iteration 15Q: 3 clusters Score -2.578911e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -25789306.000000 Penalty: 6034.194336
	Iteration 16Q: 3 clusters Score -2.578931e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 108800 members 
Entering Unmasked Estep 
Score: -25789626.000000 Penalty: 6034.194336
	Iteration 17Q: 3 clusters Score -2.578963e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -25789836.000000 Penalty: 6034.194336
	Iteration 18Q: 3 clusters Score -2.578984e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 109889 members 
Entering Unmasked Estep 
Score: -25790102.000000 Penalty: 6034.194336
	Iteration 19Q: 3 clusters Score -2.57901e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 110418 members 
Entering Unmasked Estep 
Score: -25790158.000000 Penalty: 6034.194336
	Iteration 20F: 3 clusters Score -2.579016e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -25790330.000000 Penalty: 6034.194336
	Iteration 21Q: 3 clusters Score -2.579033e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80486 members 
Mstep: Class 2 contains 111603 members 
Entering Unmasked Estep 
Score: -25790684.000000 Penalty: 6034.194336
	Iteration 22Q: 3 clusters Score -2.579068e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -25790896.000000 Penalty: 6034.194336
	Iteration 23Q: 3 clusters Score -2.57909e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 113115 members 
Entering Unmasked Estep 
Score: -25790996.000000 Penalty: 6034.194336
	Iteration 24Q: 3 clusters Score -2.5791e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 114026 members 
Entering Unmasked Estep 
Score: -25791356.000000 Penalty: 6034.194336
	Iteration 25Q: 3 clusters Score -2.579136e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 115031 members 
Entering Unmasked Estep 
Score: -25791620.000000 Penalty: 6034.194336
	Iteration 26Q: 3 clusters Score -2.579162e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 116182 members 
Entering Unmasked Estep 
Score: -25792068.000000 Penalty: 6034.194336
	Iteration 27Q: 3 clusters Score -2.579207e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 117439 members 
Entering Unmasked Estep 
Score: -25792536.000000 Penalty: 6034.194336
	Iteration 28Q: 3 clusters Score -2.579254e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 118801 members 
Entering Unmasked Estep 
Score: -25792986.000000 Penalty: 6034.194336
	Iteration 29Q: 3 clusters Score -2.579299e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 120246 members 
Entering Unmasked Estep 
Score: -25793544.000000 Penalty: 6034.194336
	Iteration 30Q: 3 clusters Score -2.579354e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 121722 members 
Entering Unmasked Estep 
Score: -25794250.000000 Penalty: 6034.194336
	Iteration 31Q: 3 clusters Score -2.579425e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 123356 members 
Entering Unmasked Estep 
Score: -25794982.000000 Penalty: 6034.194336
	Iteration 32Q: 3 clusters Score -2.579498e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 125117 members 
Entering Unmasked Estep 
Score: -25795826.000000 Penalty: 6034.194336
	Iteration 33Q: 3 clusters Score -2.579583e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 126935 members 
Entering Unmasked Estep 
Score: -25796818.000000 Penalty: 6034.194336
	Iteration 34Q: 3 clusters Score -2.579682e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 128876 members 
Entering Unmasked Estep 
Score: -25797730.000000 Penalty: 6034.194336
	Iteration 35Q: 3 clusters Score -2.579773e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 130936 members 
Entering Unmasked Estep 
Score: -25798790.000000 Penalty: 6034.194336
	Iteration 36Q: 3 clusters Score -2.579879e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 133033 members 
Entering Unmasked Estep 
Score: -25800166.000000 Penalty: 6034.194336
	Iteration 37Q: 3 clusters Score -2.580017e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 135062 members 
Entering Unmasked Estep 
Score: -25801256.000000 Penalty: 6034.194336
	Iteration 38Q: 3 clusters Score -2.580126e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -25802264.000000 Penalty: 6034.194336
	Iteration 39Q: 3 clusters Score -2.580226e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 138599 members 
Entering Unmasked Estep 
Score: -25803006.000000 Penalty: 6034.194336
	Iteration 40F: 3 clusters Score -2.580301e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 140200 members 
Entering Unmasked Estep 
Score: -25803694.000000 Penalty: 6034.194336
	Iteration 41Q: 3 clusters Score -2.580369e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 141658 members 
Entering Unmasked Estep 
Score: -25804134.000000 Penalty: 6034.194336
	Iteration 42Q: 3 clusters Score -2.580413e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 143027 members 
Entering Unmasked Estep 
Score: -25804532.000000 Penalty: 6034.194336
	Iteration 43Q: 3 clusters Score -2.580453e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 144305 members 
Entering Unmasked Estep 
Score: -25804752.000000 Penalty: 6034.194336
	Iteration 44Q: 3 clusters Score -2.580475e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 145514 members 
Entering Unmasked Estep 
Score: -25804854.000000 Penalty: 6034.194336
	Iteration 45Q: 3 clusters Score -2.580485e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 146704 members 
Entering Unmasked Estep 
Score: -25805026.000000 Penalty: 6034.194336
	Iteration 46Q: 3 clusters Score -2.580503e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 147844 members 
Entering Unmasked Estep 
Score: -25805314.000000 Penalty: 6034.194336
	Iteration 47Q: 3 clusters Score -2.580531e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 148993 members 
Entering Unmasked Estep 
Score: -25805398.000000 Penalty: 6034.194336
	Iteration 48Q: 3 clusters Score -2.58054e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 150073 members 
Entering Unmasked Estep 
Score: -25805442.000000 Penalty: 6034.194336
	Iteration 49Q: 3 clusters Score -2.580544e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 151141 members 
Entering Unmasked Estep 
Score: -25805430.000000 Penalty: 6034.194336
	Iteration 50Q: 3 clusters Score -2.580543e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 152218 members 
Entering Unmasked Estep 
Score: -25805532.000000 Penalty: 6034.194336
	Iteration 51Q: 3 clusters Score -2.580553e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 153285 members 
Entering Unmasked Estep 
Score: -25805602.000000 Penalty: 6034.194336
	Iteration 52Q: 3 clusters Score -2.58056e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 154425 members 
Entering Unmasked Estep 
Score: -25805634.000000 Penalty: 6034.194336
	Iteration 53Q: 3 clusters Score -2.580563e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 155624 members 
Entering Unmasked Estep 
Score: -25805654.000000 Penalty: 6034.194336
	Iteration 54Q: 3 clusters Score -2.580565e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 156873 members 
Entering Unmasked Estep 
Score: -25805652.000000 Penalty: 6034.194336
	Iteration 55Q: 3 clusters Score -2.580565e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 158069 members 
Entering Unmasked Estep 
Score: -25805662.000000 Penalty: 6034.194336
	Iteration 56Q: 3 clusters Score -2.580566e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -25805834.000000 Penalty: 6034.194336
	Iteration 57Q: 3 clusters Score -2.580583e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 160515 members 
Entering Unmasked Estep 
Score: -25805858.000000 Penalty: 6034.194336
	Iteration 58Q: 3 clusters Score -2.580586e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -25805852.000000 Penalty: 6034.194336
	Iteration 59Q: 3 clusters Score -2.580585e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 162969 members 
Entering Unmasked Estep 
Score: -25805880.000000 Penalty: 6034.194336
	Iteration 60F: 3 clusters Score -2.580588e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 164231 members 
Entering Unmasked Estep 
Score: -25805804.000000 Penalty: 6034.194336
	Iteration 61Q: 3 clusters Score -2.58058e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 165499 members 
Entering Unmasked Estep 
Score: -25805816.000000 Penalty: 6034.194336
	Iteration 62Q: 3 clusters Score -2.580582e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 166746 members 
Entering Unmasked Estep 
Score: -25805746.000000 Penalty: 6034.194336
	Iteration 63Q: 3 clusters Score -2.580575e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 167998 members 
Entering Unmasked Estep 
Score: -25805810.000000 Penalty: 6034.194336
	Iteration 64Q: 3 clusters Score -2.580581e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 169332 members 
Entering Unmasked Estep 
Score: -25805872.000000 Penalty: 6034.194336
	Iteration 65Q: 3 clusters Score -2.580587e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 170700 members 
Entering Unmasked Estep 
Score: -25806042.000000 Penalty: 6034.194336
	Iteration 66Q: 3 clusters Score -2.580604e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 172088 members 
Entering Unmasked Estep 
Score: -25806040.000000 Penalty: 6034.194336
	Iteration 67Q: 3 clusters Score -2.580604e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 173521 members 
Entering Unmasked Estep 
Score: -25806050.000000 Penalty: 6034.194336
	Iteration 68Q: 3 clusters Score -2.580605e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 174978 members 
Entering Unmasked Estep 
Score: -25806218.000000 Penalty: 6034.194336
	Iteration 69Q: 3 clusters Score -2.580622e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 176427 members 
Entering Unmasked Estep 
Score: -25806360.000000 Penalty: 6034.194336
	Iteration 70Q: 3 clusters Score -2.580636e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 177847 members 
Entering Unmasked Estep 
Score: -25806542.000000 Penalty: 6034.194336
	Iteration 71Q: 3 clusters Score -2.580654e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 179212 members 
Entering Unmasked Estep 
Score: -25806660.000000 Penalty: 6034.194336
	Iteration 72Q: 3 clusters Score -2.580666e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 180543 members 
Entering Unmasked Estep 
Score: -25806882.000000 Penalty: 6034.194336
	Iteration 73Q: 3 clusters Score -2.580688e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 181807 members 
Entering Unmasked Estep 
Score: -25807092.000000 Penalty: 6034.194336
	Iteration 74Q: 3 clusters Score -2.580709e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 182970 members 
Entering Unmasked Estep 
Score: -25807248.000000 Penalty: 6034.194336
	Iteration 75Q: 3 clusters Score -2.580725e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 184022 members 
Entering Unmasked Estep 
Score: -25807416.000000 Penalty: 6034.194336
	Iteration 76Q: 3 clusters Score -2.580742e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 184992 members 
Entering Unmasked Estep 
Score: -25807548.000000 Penalty: 6034.194336
	Iteration 77Q: 3 clusters Score -2.580755e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 185860 members 
Entering Unmasked Estep 
Score: -25807702.000000 Penalty: 6034.194336
	Iteration 78Q: 3 clusters Score -2.58077e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 186656 members 
Entering Unmasked Estep 
Score: -25807852.000000 Penalty: 6034.194336
	Iteration 79Q: 3 clusters Score -2.580785e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 187344 members 
Entering Unmasked Estep 
Score: -25807944.000000 Penalty: 6034.194336
	Iteration 80F: 3 clusters Score -2.580794e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 187912 members 
Entering Unmasked Estep 
Score: -25808092.000000 Penalty: 6034.194336
	Iteration 81Q: 3 clusters Score -2.580809e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 188399 members 
Entering Unmasked Estep 
Score: -25808252.000000 Penalty: 6034.194336
	Iteration 82Q: 3 clusters Score -2.580825e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 188812 members 
Entering Unmasked Estep 
Score: -25808312.000000 Penalty: 6034.194336
	Iteration 83Q: 3 clusters Score -2.580831e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 189148 members 
Entering Unmasked Estep 
Score: -25808348.000000 Penalty: 6034.194336
	Iteration 84Q: 3 clusters Score -2.580835e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 189428 members 
Entering Unmasked Estep 
Score: -25808402.000000 Penalty: 6034.194336
	Iteration 85Q: 3 clusters Score -2.58084e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 189659 members 
Entering Unmasked Estep 
Score: -25808446.000000 Penalty: 6034.194336
	Iteration 86Q: 3 clusters Score -2.580845e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 189839 members 
Entering Unmasked Estep 
Score: -25808454.000000 Penalty: 6034.194336
	Iteration 87Q: 3 clusters Score -2.580845e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 189993 members 
Entering Unmasked Estep 
Score: -25808494.000000 Penalty: 6034.194336
	Iteration 88Q: 3 clusters Score -2.580849e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 190116 members 
Entering Unmasked Estep 
Score: -25808506.000000 Penalty: 6034.194336
	Iteration 89Q: 3 clusters Score -2.580851e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 190207 members 
Entering Unmasked Estep 
Score: -25808536.000000 Penalty: 6034.194336
	Iteration 90Q: 3 clusters Score -2.580854e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 190277 members 
Entering Unmasked Estep 
Score: -25808510.000000 Penalty: 6034.194336
	Iteration 91Q: 3 clusters Score -2.580851e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 190332 members 
Entering Unmasked Estep 
Score: -25808522.000000 Penalty: 6034.194336
	Iteration 92Q: 3 clusters Score -2.580852e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 190372 members 
Entering Unmasked Estep 
Score: -25808554.000000 Penalty: 6034.194336
	Iteration 93Q: 3 clusters Score -2.580855e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 190412 members 
Entering Unmasked Estep 
Score: -25808530.000000 Penalty: 6034.194336
	Iteration 94Q: 3 clusters Score -2.580853e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 190436 members 
Entering Unmasked Estep 
Score: -25808520.000000 Penalty: 6034.194336
	Iteration 95Q: 3 clusters Score -2.580852e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 190463 members 
Entering Unmasked Estep 
Score: -25808516.000000 Penalty: 6034.194336
	Iteration 96Q: 3 clusters Score -2.580852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 190487 members 
Entering Unmasked Estep 
Score: -25808514.000000 Penalty: 6034.194336
	Iteration 97Q: 3 clusters Score -2.580851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 190513 members 
Entering Unmasked Estep 
Score: -25808508.000000 Penalty: 6034.194336
	Iteration 98Q: 3 clusters Score -2.580851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 190527 members 
Entering Unmasked Estep 
Score: -25808510.000000 Penalty: 6034.194336
	Iteration 99Q: 3 clusters Score -2.580851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 190536 members 
Entering Unmasked Estep 
Score: -25808540.000000 Penalty: 6034.194336
	Iteration 100F: 3 clusters Score -2.580854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 190546 members 
Entering Unmasked Estep 
Score: -25808544.000000 Penalty: 6034.194336
	Iteration 101Q: 3 clusters Score -2.580854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 190555 members 
Entering Unmasked Estep 
Score: -25808556.000000 Penalty: 6034.194336
	Iteration 102Q: 3 clusters Score -2.580856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 190559 members 
Entering Unmasked Estep 
Score: -25808562.000000 Penalty: 6034.194336
	Iteration 103Q: 3 clusters Score -2.580856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 190564 members 
Entering Unmasked Estep 
Score: -25808552.000000 Penalty: 6034.194336
	Iteration 104Q: 3 clusters Score -2.580855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 190565 members 
Entering Unmasked Estep 
Score: -25808568.000000 Penalty: 6034.194336
	Iteration 105Q: 3 clusters Score -2.580857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 190567 members 
Entering Unmasked Estep 
Score: -25808570.000000 Penalty: 6034.194336
	Iteration 106Q: 3 clusters Score -2.580857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 190571 members 
Entering Unmasked Estep 
Score: -25808570.000000 Penalty: 6034.194336
	Iteration 107Q: 3 clusters Score -2.580857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 190576 members 
Entering Unmasked Estep 
Score: -25808586.000000 Penalty: 6034.194336
	Iteration 108Q: 3 clusters Score -2.580859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 190578 members 
Entering Unmasked Estep 
Score: -25808612.000000 Penalty: 6034.194336
	Iteration 109Q: 3 clusters Score -2.580861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 190581 members 
Entering Unmasked Estep 
Score: -25808610.000000 Penalty: 6034.194336
	Iteration 110Q: 3 clusters Score -2.580861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 190582 members 
Entering Unmasked Estep 
Score: -25808616.000000 Penalty: 6034.194336
	Iteration 111Q: 3 clusters Score -2.580862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 190584 members 
Entering Unmasked Estep 
Score: -25808600.000000 Penalty: 6034.194336
	Iteration 112Q: 3 clusters Score -2.58086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 190588 members 
Entering Unmasked Estep 
Score: -25808598.000000 Penalty: 6034.194336
	Iteration 113Q: 3 clusters Score -2.58086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 190590 members 
Entering Unmasked Estep 
Score: -25808578.000000 Penalty: 6034.194336
	Iteration 114Q: 3 clusters Score -2.580858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 190592 members 
Entering Unmasked Estep 
Score: -25808584.000000 Penalty: 6034.194336
	Iteration 115Q: 3 clusters Score -2.580858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 190593 members 
Entering Unmasked Estep 
Score: -25808584.000000 Penalty: 6034.194336
	Iteration 116Q: 3 clusters Score -2.580858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 190594 members 
Entering Unmasked Estep 
Score: -25808576.000000 Penalty: 6034.194336
	Iteration 117Q: 3 clusters Score -2.580858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 190596 members 
Entering Unmasked Estep 
Score: -25808576.000000 Penalty: 6034.194336
	Iteration 118Q: 3 clusters Score -2.580858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 190597 members 
Entering Unmasked Estep 
Score: -25808590.000000 Penalty: 6034.194336
	Iteration 119Q: 3 clusters Score -2.580859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 190600 members 
Entering Unmasked Estep 
Score: -25808590.000000 Penalty: 6034.194336
	Iteration 120F: 3 clusters Score -2.580859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 190601 members 
Entering Unmasked Estep 
Score: -25808588.000000 Penalty: 6034.194336
	Iteration 121Q: 3 clusters Score -2.580859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 190604 members 
Entering Unmasked Estep 
Score: -25808588.000000 Penalty: 6034.194336
	Iteration 122Q: 3 clusters Score -2.580859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 190607 members 
Entering Unmasked Estep 
Score: -25808592.000000 Penalty: 6034.194336
	Iteration 123Q: 3 clusters Score -2.580859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 190609 members 
Entering Unmasked Estep 
Score: -25808592.000000 Penalty: 6034.194336
	Iteration 124Q: 3 clusters Score -2.580859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 190611 members 
Entering Unmasked Estep 
Score: -25808590.000000 Penalty: 6034.194336
	Iteration 125Q: 3 clusters Score -2.580859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 190617 members 
Entering Unmasked Estep 
Score: -25808602.000000 Penalty: 6034.194336
	Iteration 126Q: 3 clusters Score -2.58086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 190620 members 
Entering Unmasked Estep 
Score: -25808578.000000 Penalty: 6034.194336
	Iteration 127Q: 3 clusters Score -2.580858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 190620 members 
Entering Unmasked Estep 
Score: -25808578.000000 Penalty: 6034.194336
	Iteration 128F: 3 clusters Score -2.580858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -114391.210938 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -114391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112488.921875 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -112488.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112726.468750 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -112726.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112810.625000 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -112810.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112935.101562 Penalty: 3375.088867
	Iteration 3Q: 3 clusters Score -112935.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113125.414062 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -113125.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113408.851562 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -113408.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113508.593750 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -113508.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113548.273438 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -113548.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -113594.046875 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -113594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -113626.585938 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -113626.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113643.562500 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -113643.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -113656.757812 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -113656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -113666.445312 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -113666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -113678.078125 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -113678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -113693.554688 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -113693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -113707.343750 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -113707.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113723.632812 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -113723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -113727.093750 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -113727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -113729.968750 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -113730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -113729.968750 Penalty: 3375.088867
	Iteration 19F: 3 clusters Score -113730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Entering Unmasked Estep 
Score: -3141602.250000 Penalty: 2496.343994
	Iteration 0F: 2 clusters Score -3141602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3125392.000000 Penalty: 4992.687988
	Iteration 0F: 3 clusters Score -3125392 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3131139.750000 Penalty: 4992.687988
	Iteration 1F: 3 clusters Score -3131140 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3131657.000000 Penalty: 4992.687988
	Iteration 2F: 3 clusters Score -3131657 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3132172.250000 Penalty: 4992.687988
	Iteration 3Q: 3 clusters Score -3132172 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3132694.750000 Penalty: 4992.687988
	Iteration 4Q: 3 clusters Score -3132695 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3133267.000000 Penalty: 4992.687988
	Iteration 5Q: 3 clusters Score -3133267 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3133899.250000 Penalty: 4992.687988
	Iteration 6Q: 3 clusters Score -3133899 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3134581.000000 Penalty: 4992.687988
	Iteration 7F: 3 clusters Score -3134581 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3135346.500000 Penalty: 4992.687988
	Iteration 8F: 3 clusters Score -3135346 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3136128.750000 Penalty: 4992.687988
	Iteration 9F: 3 clusters Score -3136129 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3136780.250000 Penalty: 4992.687988
	Iteration 10Q: 3 clusters Score -3136780 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -3137234.000000 Penalty: 4992.687988
	Iteration 11Q: 3 clusters Score -3137234 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3137467.750000 Penalty: 4992.687988
	Iteration 12Q: 3 clusters Score -3137468 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3137621.000000 Penalty: 4992.687988
	Iteration 13Q: 3 clusters Score -3137621 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3137726.250000 Penalty: 4992.687988
	Iteration 14Q: 3 clusters Score -3137726 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3137808.250000 Penalty: 4992.687988
	Iteration 15Q: 3 clusters Score -3137808 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3137891.500000 Penalty: 4992.687988
	Iteration 16Q: 3 clusters Score -3137892 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3137968.250000 Penalty: 4992.687988
	Iteration 17Q: 3 clusters Score -3137968 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3138027.250000 Penalty: 4992.687988
	Iteration 18Q: 3 clusters Score -3138027 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -3138088.250000 Penalty: 4992.687988
	Iteration 19Q: 3 clusters Score -3138088 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3138151.750000 Penalty: 4992.687988
	Iteration 20F: 3 clusters Score -3138152 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3138196.000000 Penalty: 4992.687988
	Iteration 21Q: 3 clusters Score -3138196 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3138249.750000 Penalty: 4992.687988
	Iteration 22Q: 3 clusters Score -3138250 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3138309.750000 Penalty: 4992.687988
	Iteration 23Q: 3 clusters Score -3138310 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3138348.000000 Penalty: 4992.687988
	Iteration 24Q: 3 clusters Score -3138348 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3138393.500000 Penalty: 4992.687988
	Iteration 25Q: 3 clusters Score -3138394 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3138445.750000 Penalty: 4992.687988
	Iteration 26Q: 3 clusters Score -3138446 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3138509.500000 Penalty: 4992.687988
	Iteration 27Q: 3 clusters Score -3138510 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3138577.250000 Penalty: 4992.687988
	Iteration 28Q: 3 clusters Score -3138577 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3138618.000000 Penalty: 4992.687988
	Iteration 29Q: 3 clusters Score -3138618 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3138675.500000 Penalty: 4992.687988
	Iteration 30Q: 3 clusters Score -3138676 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3138728.500000 Penalty: 4992.687988
	Iteration 31Q: 3 clusters Score -3138728 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3138771.000000 Penalty: 4992.687988
	Iteration 32Q: 3 clusters Score -3138771 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3138820.750000 Penalty: 4992.687988
	Iteration 33Q: 3 clusters Score -3138821 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3138874.500000 Penalty: 4992.687988
	Iteration 34Q: 3 clusters Score -3138874 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3138923.000000 Penalty: 4992.687988
	Iteration 35Q: 3 clusters Score -3138923 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3138967.500000 Penalty: 4992.687988
	Iteration 36Q: 3 clusters Score -3138968 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3139030.250000 Penalty: 4992.687988
	Iteration 37Q: 3 clusters Score -3139030 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3139078.750000 Penalty: 4992.687988
	Iteration 38Q: 3 clusters Score -3139079 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3139128.500000 Penalty: 4992.687988
	Iteration 39Q: 3 clusters Score -3139128 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3139172.000000 Penalty: 4992.687988
	Iteration 40F: 3 clusters Score -3139172 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3139232.750000 Penalty: 4992.687988
	Iteration 41Q: 3 clusters Score -3139233 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3139285.500000 Penalty: 4992.687988
	Iteration 42Q: 3 clusters Score -3139286 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3139326.000000 Penalty: 4992.687988
	Iteration 43Q: 3 clusters Score -3139326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3139371.750000 Penalty: 4992.687988
	Iteration 44Q: 3 clusters Score -3139372 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3139410.750000 Penalty: 4992.687988
	Iteration 45Q: 3 clusters Score -3139411 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3139432.750000 Penalty: 4992.687988
	Iteration 46Q: 3 clusters Score -3139433 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3139457.250000 Penalty: 4992.687988
	Iteration 47Q: 3 clusters Score -3139457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3139489.250000 Penalty: 4992.687988
	Iteration 48Q: 3 clusters Score -3139489 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3139496.750000 Penalty: 4992.687988
	Iteration 49Q: 3 clusters Score -3139497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3139517.000000 Penalty: 4992.687988
	Iteration 50Q: 3 clusters Score -3139517 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3139528.250000 Penalty: 4992.687988
	Iteration 51Q: 3 clusters Score -3139528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3139538.000000 Penalty: 4992.687988
	Iteration 52Q: 3 clusters Score -3139538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3139561.750000 Penalty: 4992.687988
	Iteration 53Q: 3 clusters Score -3139562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3139563.750000 Penalty: 4992.687988
	Iteration 54Q: 3 clusters Score -3139564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3139581.750000 Penalty: 4992.687988
	Iteration 55Q: 3 clusters Score -3139582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3139571.750000 Penalty: 4992.687988
	Iteration 56Q: 3 clusters Score -3139572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3139586.000000 Penalty: 4992.687988
	Iteration 57Q: 3 clusters Score -3139586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3139580.750000 Penalty: 4992.687988
	Iteration 58Q: 3 clusters Score -3139581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3139585.000000 Penalty: 4992.687988
	Iteration 59Q: 3 clusters Score -3139585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3139592.250000 Penalty: 4992.687988
	Iteration 60F: 3 clusters Score -3139592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3139601.250000 Penalty: 4992.687988
	Iteration 61Q: 3 clusters Score -3139601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3139597.250000 Penalty: 4992.687988
	Iteration 62Q: 3 clusters Score -3139597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3139596.500000 Penalty: 4992.687988
	Iteration 63Q: 3 clusters Score -3139596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3139602.750000 Penalty: 4992.687988
	Iteration 64Q: 3 clusters Score -3139603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3139611.750000 Penalty: 4992.687988
	Iteration 65Q: 3 clusters Score -3139612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3139614.000000 Penalty: 4992.687988
	Iteration 66Q: 3 clusters Score -3139614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3139612.250000 Penalty: 4992.687988
	Iteration 67Q: 3 clusters Score -3139612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3139619.750000 Penalty: 4992.687988
	Iteration 68Q: 3 clusters Score -3139620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3139638.250000 Penalty: 4992.687988
	Iteration 69Q: 3 clusters Score -3139638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3139642.500000 Penalty: 4992.687988
	Iteration 70Q: 3 clusters Score -3139642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3139639.250000 Penalty: 4992.687988
	Iteration 71Q: 3 clusters Score -3139639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3139641.500000 Penalty: 4992.687988
	Iteration 72Q: 3 clusters Score -3139642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3139646.500000 Penalty: 4992.687988
	Iteration 73Q: 3 clusters Score -3139646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3139650.500000 Penalty: 4992.687988
	Iteration 74Q: 3 clusters Score -3139650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3139651.250000 Penalty: 4992.687988
	Iteration 75Q: 3 clusters Score -3139651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3139654.750000 Penalty: 4992.687988
	Iteration 76Q: 3 clusters Score -3139655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3139649.250000 Penalty: 4992.687988
	Iteration 77Q: 3 clusters Score -3139649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3139652.750000 Penalty: 4992.687988
	Iteration 78Q: 3 clusters Score -3139653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3139653.000000 Penalty: 4992.687988
	Iteration 79Q: 3 clusters Score -3139653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3139654.500000 Penalty: 4992.687988
	Iteration 80F: 3 clusters Score -3139654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3139654.000000 Penalty: 4992.687988
	Iteration 81Q: 3 clusters Score -3139654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3139656.250000 Penalty: 4992.687988
	Iteration 82Q: 3 clusters Score -3139656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3139653.250000 Penalty: 4992.687988
	Iteration 83Q: 3 clusters Score -3139653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3139652.750000 Penalty: 4992.687988
	Iteration 84Q: 3 clusters Score -3139653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3139652.500000 Penalty: 4992.687988
	Iteration 85Q: 3 clusters Score -3139652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3139658.250000 Penalty: 4992.687988
	Iteration 86Q: 3 clusters Score -3139658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3139657.500000 Penalty: 4992.687988
	Iteration 87Q: 3 clusters Score -3139658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3139657.500000 Penalty: 4992.687988
	Iteration 88F: 3 clusters Score -3139658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162986 members 
Entering Unmasked Estep 
Score: -21855962.000000 Penalty: 2976.352051
	Iteration 0F: 2 clusters Score -2.185596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 81639 members 
Entering Unmasked Estep 
Score: -21747892.000000 Penalty: 5952.704102
	Iteration 0F: 3 clusters Score -2.174789e+07 nChanged 77892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -21793114.000000 Penalty: 5952.704102
	Iteration 1F: 3 clusters Score -2.179311e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -21794072.000000 Penalty: 5952.704102
	Iteration 2Q: 3 clusters Score -2.179407e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -21795238.000000 Penalty: 5952.704102
	Iteration 3Q: 3 clusters Score -2.179524e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -21796504.000000 Penalty: 5952.704102
	Iteration 4Q: 3 clusters Score -2.17965e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 92639 members 
Entering Unmasked Estep 
Score: -21798538.000000 Penalty: 5952.704102
	Iteration 5Q: 3 clusters Score -2.179854e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -21801216.000000 Penalty: 5952.704102
	Iteration 6Q: 3 clusters Score -2.180122e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 106964 members 
Entering Unmasked Estep 
Score: -21805958.000000 Penalty: 5952.704102
	Iteration 7F: 3 clusters Score -2.180596e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 118414 members 
Entering Unmasked Estep 
Score: -21814320.000000 Penalty: 5952.704102
	Iteration 8F: 3 clusters Score -2.181432e+07 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 132238 members 
Entering Unmasked Estep 
Score: -21825988.000000 Penalty: 5952.704102
	Iteration 9F: 3 clusters Score -2.182599e+07 nChanged 13501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 145739 members 
Entering Unmasked Estep 
Score: -21838530.000000 Penalty: 5952.704102
	Iteration 10F: 3 clusters Score -2.183853e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 155359 members 
Entering Unmasked Estep 
Score: -21847206.000000 Penalty: 5952.704102
	Iteration 11F: 3 clusters Score -2.184721e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 160163 members 
Entering Unmasked Estep 
Score: -21851248.000000 Penalty: 5952.704102
	Iteration 12Q: 3 clusters Score -2.185125e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -21852550.000000 Penalty: 5952.704102
	Iteration 13Q: 3 clusters Score -2.185255e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 162426 members 
Entering Unmasked Estep 
Score: -21852994.000000 Penalty: 5952.704102
	Iteration 14Q: 3 clusters Score -2.185299e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 162578 members 
Entering Unmasked Estep 
Score: -21853166.000000 Penalty: 5952.704102
	Iteration 15Q: 3 clusters Score -2.185317e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 162634 members 
Entering Unmasked Estep 
Score: -21853246.000000 Penalty: 5952.704102
	Iteration 16Q: 3 clusters Score -2.185325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 162655 members 
Entering Unmasked Estep 
Score: -21853280.000000 Penalty: 5952.704102
	Iteration 17Q: 3 clusters Score -2.185328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 162674 members 
Entering Unmasked Estep 
Score: -21853318.000000 Penalty: 5952.704102
	Iteration 18Q: 3 clusters Score -2.185332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 162687 members 
Entering Unmasked Estep 
Score: -21853374.000000 Penalty: 5952.704102
	Iteration 19Q: 3 clusters Score -2.185337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 162698 members 
Entering Unmasked Estep 
Score: -21853394.000000 Penalty: 5952.704102
	Iteration 20F: 3 clusters Score -2.185339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -21853404.000000 Penalty: 5952.704102
	Iteration 21Q: 3 clusters Score -2.18534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -21853406.000000 Penalty: 5952.704102
	Iteration 22Q: 3 clusters Score -2.185341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 162705 members 
Entering Unmasked Estep 
Score: -21853422.000000 Penalty: 5952.704102
	Iteration 23Q: 3 clusters Score -2.185342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 162706 members 
Entering Unmasked Estep 
Score: -21853412.000000 Penalty: 5952.704102
	Iteration 24Q: 3 clusters Score -2.185341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 162710 members 
Entering Unmasked Estep 
Score: -21853430.000000 Penalty: 5952.704102
	Iteration 25Q: 3 clusters Score -2.185343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -21853432.000000 Penalty: 5952.704102
	Iteration 26Q: 3 clusters Score -2.185343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 162706 members 
Entering Unmasked Estep 
Score: -21853426.000000 Penalty: 5952.704102
	Iteration 27Q: 3 clusters Score -2.185343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162707 members 
Entering Unmasked Estep 
Score: -21853436.000000 Penalty: 5952.704102
	Iteration 28Q: 3 clusters Score -2.185344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162707 members 
Entering Unmasked Estep 
Score: -21853450.000000 Penalty: 5952.704102
	Iteration 29Q: 3 clusters Score -2.185345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162707 members 
Entering Unmasked Estep 
Score: -21853452.000000 Penalty: 5952.704102
	Iteration 30Q: 3 clusters Score -2.185345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 162706 members 
Entering Unmasked Estep 
Score: -21853464.000000 Penalty: 5952.704102
	Iteration 31Q: 3 clusters Score -2.185346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 162706 members 
Entering Unmasked Estep 
Score: -21853460.000000 Penalty: 5952.704102
	Iteration 32Q: 3 clusters Score -2.185346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -21853462.000000 Penalty: 5952.704102
	Iteration 33Q: 3 clusters Score -2.185346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 162709 members 
Entering Unmasked Estep 
Score: -21853470.000000 Penalty: 5952.704102
	Iteration 34Q: 3 clusters Score -2.185347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 162710 members 
Entering Unmasked Estep 
Score: -21853476.000000 Penalty: 5952.704102
	Iteration 35Q: 3 clusters Score -2.185348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 162710 members 
Entering Unmasked Estep 
Score: -21853476.000000 Penalty: 5952.704102
	Iteration 36F: 3 clusters Score -2.185348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -160860.125000 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -160860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -158682.765625 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -158682.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159101.906250 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -159101.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -159249.328125 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -159249.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159492.296875 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -159492.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -159757.281250 Penalty: 3566.201416
	Iteration 4F: 3 clusters Score -159757.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -159986.796875 Penalty: 3566.201416
	Iteration 5F: 3 clusters Score -159986.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160202.078125 Penalty: 3566.201416
	Iteration 6F: 3 clusters Score -160202.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -160511.046875 Penalty: 3566.201416
	Iteration 7F: 3 clusters Score -160511 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -161118.546875 Penalty: 3566.201416
	Iteration 8F: 3 clusters Score -161118.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -161489.640625 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -161489.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -161613.718750 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -161613.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -161711.468750 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -161711.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -161753.343750 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -161753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -161776.812500 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -161776.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -161793.656250 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -161793.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -161801.375000 Penalty: 3566.201416
	Iteration 15Q: 3 clusters Score -161801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -161812.781250 Penalty: 3566.201416
	Iteration 16Q: 3 clusters Score -161812.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -161822.562500 Penalty: 3566.201416
	Iteration 17Q: 3 clusters Score -161822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -161824.125000 Penalty: 3566.201416
	Iteration 18Q: 3 clusters Score -161824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -161827.078125 Penalty: 3566.201416
	Iteration 19Q: 3 clusters Score -161827.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -161827.078125 Penalty: 3566.201416
	Iteration 20F: 3 clusters Score -161827.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 44046 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192089 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23527 members 
Mstep: Class 14 contains 162986 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 196394 members 
Mstep: Class 18 contains 170934 members 
Mstep: Class 21 contains 37413 members 
Mstep: Class 23 contains 5845 members 
Entering Unmasked Estep 
Score: -144349472.000000 Penalty: 68977.492188
Splitting cluster 15 changes total score from -144350224.000000 to -144349472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (196394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196394 members 
Entering Unmasked Estep 
Score: -26285294.000000 Penalty: 3022.593750
	Iteration 0F: 2 clusters Score -2.628529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 98121 members 
Entering Unmasked Estep 
Score: -26158642.000000 Penalty: 6045.187500
	Iteration 0F: 3 clusters Score -2.615864e+07 nChanged 94208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 96945 members 
Entering Unmasked Estep 
Score: -26214082.000000 Penalty: 6045.187500
	Iteration 1F: 3 clusters Score -2.621408e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100291 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
Score: -26215100.000000 Penalty: 6045.187500
	Iteration 2Q: 3 clusters Score -2.62151e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -26216086.000000 Penalty: 6045.187500
	Iteration 3Q: 3 clusters Score -2.621609e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -26217526.000000 Penalty: 6045.187500
	Iteration 4Q: 3 clusters Score -2.621753e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106648 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -26219386.000000 Penalty: 6045.187500
	Iteration 5Q: 3 clusters Score -2.621939e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110988 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -26221618.000000 Penalty: 6045.187500
	Iteration 6Q: 3 clusters Score -2.622162e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117094 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -26225102.000000 Penalty: 6045.187500
	Iteration 7Q: 3 clusters Score -2.62251e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125205 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -26229936.000000 Penalty: 6045.187500
	Iteration 8F: 3 clusters Score -2.622994e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135191 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -26236796.000000 Penalty: 6045.187500
	Iteration 9F: 3 clusters Score -2.62368e+07 nChanged 12150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146729 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -26245484.000000 Penalty: 6045.187500
	Iteration 10F: 3 clusters Score -2.624548e+07 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158640 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -26255272.000000 Penalty: 6045.187500
	Iteration 11F: 3 clusters Score -2.625527e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169294 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -26263838.000000 Penalty: 6045.187500
	Iteration 12F: 3 clusters Score -2.626384e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177717 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -26270468.000000 Penalty: 6045.187500
	Iteration 13Q: 3 clusters Score -2.627047e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183936 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -26275400.000000 Penalty: 6045.187500
	Iteration 14Q: 3 clusters Score -2.62754e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188317 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -26278294.000000 Penalty: 6045.187500
	Iteration 15Q: 3 clusters Score -2.627829e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191283 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -26280032.000000 Penalty: 6045.187500
	Iteration 16Q: 3 clusters Score -2.628003e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193153 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -26281160.000000 Penalty: 6045.187500
	Iteration 17Q: 3 clusters Score -2.628116e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194276 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -26281732.000000 Penalty: 6045.187500
	Iteration 18Q: 3 clusters Score -2.628173e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194904 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -26282154.000000 Penalty: 6045.187500
	Iteration 19Q: 3 clusters Score -2.628215e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195277 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -26282300.000000 Penalty: 6045.187500
	Iteration 20F: 3 clusters Score -2.62823e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195506 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -26282488.000000 Penalty: 6045.187500
	Iteration 21Q: 3 clusters Score -2.628249e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195630 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -26282600.000000 Penalty: 6045.187500
	Iteration 22Q: 3 clusters Score -2.62826e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195705 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -26282634.000000 Penalty: 6045.187500
	Iteration 23Q: 3 clusters Score -2.628263e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195749 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -26282638.000000 Penalty: 6045.187500
	Iteration 24Q: 3 clusters Score -2.628264e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195783 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -26282676.000000 Penalty: 6045.187500
	Iteration 25Q: 3 clusters Score -2.628268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195799 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -26282702.000000 Penalty: 6045.187500
	Iteration 26Q: 3 clusters Score -2.62827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195810 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -26282700.000000 Penalty: 6045.187500
	Iteration 27Q: 3 clusters Score -2.62827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195817 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -26282714.000000 Penalty: 6045.187500
	Iteration 28Q: 3 clusters Score -2.628271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195826 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -26282728.000000 Penalty: 6045.187500
	Iteration 29Q: 3 clusters Score -2.628273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195833 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -26282732.000000 Penalty: 6045.187500
	Iteration 30Q: 3 clusters Score -2.628273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195837 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -26282732.000000 Penalty: 6045.187500
	Iteration 31Q: 3 clusters Score -2.628273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195839 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -26282740.000000 Penalty: 6045.187500
	Iteration 32Q: 3 clusters Score -2.628274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195844 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -26282746.000000 Penalty: 6045.187500
	Iteration 33Q: 3 clusters Score -2.628275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195851 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -26282750.000000 Penalty: 6045.187500
	Iteration 34Q: 3 clusters Score -2.628275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195855 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -26282756.000000 Penalty: 6045.187500
	Iteration 35Q: 3 clusters Score -2.628276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195860 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -26282754.000000 Penalty: 6045.187500
	Iteration 36Q: 3 clusters Score -2.628275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195862 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -26282764.000000 Penalty: 6045.187500
	Iteration 37Q: 3 clusters Score -2.628276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195863 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -26282770.000000 Penalty: 6045.187500
	Iteration 38Q: 3 clusters Score -2.628277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195865 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -26282754.000000 Penalty: 6045.187500
	Iteration 39Q: 3 clusters Score -2.628275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195866 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -26282766.000000 Penalty: 6045.187500
	Iteration 40F: 3 clusters Score -2.628277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195868 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -26282766.000000 Penalty: 6045.187500
	Iteration 41Q: 3 clusters Score -2.628277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195867 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -26282768.000000 Penalty: 6045.187500
	Iteration 42Q: 3 clusters Score -2.628277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195867 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -26282768.000000 Penalty: 6045.187500
	Iteration 43F: 3 clusters Score -2.628277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170934 members 
Entering Unmasked Estep 
Score: -23051970.000000 Penalty: 2988.160156
	Iteration 0F: 2 clusters Score -2.305197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -22940802.000000 Penalty: 5976.320312
	Iteration 0F: 3 clusters Score -2.29408e+07 nChanged 82138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -22988548.000000 Penalty: 5976.320312
	Iteration 1F: 3 clusters Score -2.298855e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 85762 members 
Entering Unmasked Estep 
Score: -22989584.000000 Penalty: 5976.320312
	Iteration 2Q: 3 clusters Score -2.298958e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -22991064.000000 Penalty: 5976.320312
	Iteration 3Q: 3 clusters Score -2.299106e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -22993296.000000 Penalty: 5976.320312
	Iteration 4Q: 3 clusters Score -2.29933e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -22996694.000000 Penalty: 5976.320312
	Iteration 5Q: 3 clusters Score -2.299669e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -23001406.000000 Penalty: 5976.320312
	Iteration 6F: 3 clusters Score -2.300141e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -23006424.000000 Penalty: 5976.320312
	Iteration 7F: 3 clusters Score -2.300642e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -23011550.000000 Penalty: 5976.320312
	Iteration 8F: 3 clusters Score -2.301155e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -23016306.000000 Penalty: 5976.320312
	Iteration 9F: 3 clusters Score -2.301631e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 105151 members 
Entering Unmasked Estep 
Score: -23020612.000000 Penalty: 5976.320312
	Iteration 10F: 3 clusters Score -2.302061e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 109491 members 
Entering Unmasked Estep 
Score: -23024620.000000 Penalty: 5976.320312
	Iteration 11Q: 3 clusters Score -2.302462e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 113756 members 
Entering Unmasked Estep 
Score: -23028872.000000 Penalty: 5976.320312
	Iteration 12Q: 3 clusters Score -2.302887e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 117777 members 
Entering Unmasked Estep 
Score: -23032950.000000 Penalty: 5976.320312
	Iteration 13Q: 3 clusters Score -2.303295e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 121208 members 
Entering Unmasked Estep 
Score: -23035922.000000 Penalty: 5976.320312
	Iteration 14Q: 3 clusters Score -2.303592e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 124243 members 
Entering Unmasked Estep 
Score: -23038004.000000 Penalty: 5976.320312
	Iteration 15Q: 3 clusters Score -2.3038e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 126993 members 
Entering Unmasked Estep 
Score: -23039366.000000 Penalty: 5976.320312
	Iteration 16Q: 3 clusters Score -2.303937e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 129566 members 
Entering Unmasked Estep 
Score: -23040234.000000 Penalty: 5976.320312
	Iteration 17Q: 3 clusters Score -2.304023e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 132033 members 
Entering Unmasked Estep 
Score: -23041172.000000 Penalty: 5976.320312
	Iteration 18Q: 3 clusters Score -2.304117e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 134372 members 
Entering Unmasked Estep 
Score: -23041970.000000 Penalty: 5976.320312
	Iteration 19Q: 3 clusters Score -2.304197e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 136609 members 
Entering Unmasked Estep 
Score: -23042788.000000 Penalty: 5976.320312
	Iteration 20F: 3 clusters Score -2.304279e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 138721 members 
Entering Unmasked Estep 
Score: -23043382.000000 Penalty: 5976.320312
	Iteration 21Q: 3 clusters Score -2.304338e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 140699 members 
Entering Unmasked Estep 
Score: -23044016.000000 Penalty: 5976.320312
	Iteration 22Q: 3 clusters Score -2.304402e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 142588 members 
Entering Unmasked Estep 
Score: -23044766.000000 Penalty: 5976.320312
	Iteration 23Q: 3 clusters Score -2.304477e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -23045480.000000 Penalty: 5976.320312
	Iteration 24Q: 3 clusters Score -2.304548e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 146386 members 
Entering Unmasked Estep 
Score: -23046046.000000 Penalty: 5976.320312
	Iteration 25Q: 3 clusters Score -2.304605e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 148186 members 
Entering Unmasked Estep 
Score: -23046604.000000 Penalty: 5976.320312
	Iteration 26Q: 3 clusters Score -2.30466e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 149928 members 
Entering Unmasked Estep 
Score: -23047264.000000 Penalty: 5976.320312
	Iteration 27Q: 3 clusters Score -2.304726e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 151604 members 
Entering Unmasked Estep 
Score: -23047744.000000 Penalty: 5976.320312
	Iteration 28Q: 3 clusters Score -2.304774e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 153174 members 
Entering Unmasked Estep 
Score: -23048068.000000 Penalty: 5976.320312
	Iteration 29Q: 3 clusters Score -2.304807e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 154624 members 
Entering Unmasked Estep 
Score: -23048536.000000 Penalty: 5976.320312
	Iteration 30Q: 3 clusters Score -2.304854e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 155964 members 
Entering Unmasked Estep 
Score: -23049084.000000 Penalty: 5976.320312
	Iteration 31Q: 3 clusters Score -2.304908e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 157283 members 
Entering Unmasked Estep 
Score: -23049598.000000 Penalty: 5976.320312
	Iteration 32Q: 3 clusters Score -2.30496e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 158609 members 
Entering Unmasked Estep 
Score: -23050006.000000 Penalty: 5976.320312
	Iteration 33Q: 3 clusters Score -2.305001e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 159921 members 
Entering Unmasked Estep 
Score: -23050298.000000 Penalty: 5976.320312
	Iteration 34Q: 3 clusters Score -2.30503e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 161164 members 
Entering Unmasked Estep 
Score: -23050534.000000 Penalty: 5976.320312
	Iteration 35Q: 3 clusters Score -2.305053e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 162311 members 
Entering Unmasked Estep 
Score: -23050722.000000 Penalty: 5976.320312
	Iteration 36Q: 3 clusters Score -2.305072e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 163340 members 
Entering Unmasked Estep 
Score: -23050860.000000 Penalty: 5976.320312
	Iteration 37Q: 3 clusters Score -2.305086e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 164289 members 
Entering Unmasked Estep 
Score: -23050906.000000 Penalty: 5976.320312
	Iteration 38Q: 3 clusters Score -2.305091e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 165141 members 
Entering Unmasked Estep 
Score: -23051012.000000 Penalty: 5976.320312
	Iteration 39Q: 3 clusters Score -2.305101e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 165893 members 
Entering Unmasked Estep 
Score: -23050952.000000 Penalty: 5976.320312
	Iteration 40F: 3 clusters Score -2.305095e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 166516 members 
Entering Unmasked Estep 
Score: -23050904.000000 Penalty: 5976.320312
	Iteration 41Q: 3 clusters Score -2.30509e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 167033 members 
Entering Unmasked Estep 
Score: -23050900.000000 Penalty: 5976.320312
	Iteration 42Q: 3 clusters Score -2.30509e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 167461 members 
Entering Unmasked Estep 
Score: -23050868.000000 Penalty: 5976.320312
	Iteration 43Q: 3 clusters Score -2.305087e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 167831 members 
Entering Unmasked Estep 
Score: -23050772.000000 Penalty: 5976.320312
	Iteration 44Q: 3 clusters Score -2.305077e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -23050778.000000 Penalty: 5976.320312
	Iteration 45Q: 3 clusters Score -2.305078e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 168372 members 
Entering Unmasked Estep 
Score: -23050722.000000 Penalty: 5976.320312
	Iteration 46Q: 3 clusters Score -2.305072e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 168569 members 
Entering Unmasked Estep 
Score: -23050718.000000 Penalty: 5976.320312
	Iteration 47Q: 3 clusters Score -2.305072e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 168706 members 
Entering Unmasked Estep 
Score: -23050692.000000 Penalty: 5976.320312
	Iteration 48Q: 3 clusters Score -2.305069e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 168811 members 
Entering Unmasked Estep 
Score: -23050684.000000 Penalty: 5976.320312
	Iteration 49Q: 3 clusters Score -2.305068e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 168906 members 
Entering Unmasked Estep 
Score: -23050680.000000 Penalty: 5976.320312
	Iteration 50Q: 3 clusters Score -2.305068e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 168991 members 
Entering Unmasked Estep 
Score: -23050650.000000 Penalty: 5976.320312
	Iteration 51Q: 3 clusters Score -2.305065e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 169044 members 
Entering Unmasked Estep 
Score: -23050664.000000 Penalty: 5976.320312
	Iteration 52Q: 3 clusters Score -2.305066e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 169087 members 
Entering Unmasked Estep 
Score: -23050672.000000 Penalty: 5976.320312
	Iteration 53Q: 3 clusters Score -2.305067e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 169135 members 
Entering Unmasked Estep 
Score: -23050630.000000 Penalty: 5976.320312
	Iteration 54Q: 3 clusters Score -2.305063e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 169172 members 
Entering Unmasked Estep 
Score: -23050606.000000 Penalty: 5976.320312
	Iteration 55Q: 3 clusters Score -2.305061e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 169208 members 
Entering Unmasked Estep 
Score: -23050602.000000 Penalty: 5976.320312
	Iteration 56Q: 3 clusters Score -2.30506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 169236 members 
Entering Unmasked Estep 
Score: -23050588.000000 Penalty: 5976.320312
	Iteration 57Q: 3 clusters Score -2.305059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 169261 members 
Entering Unmasked Estep 
Score: -23050572.000000 Penalty: 5976.320312
	Iteration 58Q: 3 clusters Score -2.305057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 169277 members 
Entering Unmasked Estep 
Score: -23050562.000000 Penalty: 5976.320312
	Iteration 59Q: 3 clusters Score -2.305056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 169292 members 
Entering Unmasked Estep 
Score: -23050554.000000 Penalty: 5976.320312
	Iteration 60F: 3 clusters Score -2.305055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 169307 members 
Entering Unmasked Estep 
Score: -23050564.000000 Penalty: 5976.320312
	Iteration 61Q: 3 clusters Score -2.305056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 169321 members 
Entering Unmasked Estep 
Score: -23050556.000000 Penalty: 5976.320312
	Iteration 62Q: 3 clusters Score -2.305056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 169333 members 
Entering Unmasked Estep 
Score: -23050548.000000 Penalty: 5976.320312
	Iteration 63Q: 3 clusters Score -2.305055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 169342 members 
Entering Unmasked Estep 
Score: -23050548.000000 Penalty: 5976.320312
	Iteration 64Q: 3 clusters Score -2.305055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 169351 members 
Entering Unmasked Estep 
Score: -23050536.000000 Penalty: 5976.320312
	Iteration 65Q: 3 clusters Score -2.305054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 169366 members 
Entering Unmasked Estep 
Score: -23050518.000000 Penalty: 5976.320312
	Iteration 66Q: 3 clusters Score -2.305052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 169379 members 
Entering Unmasked Estep 
Score: -23050536.000000 Penalty: 5976.320312
	Iteration 67Q: 3 clusters Score -2.305054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 169392 members 
Entering Unmasked Estep 
Score: -23050532.000000 Penalty: 5976.320312
	Iteration 68Q: 3 clusters Score -2.305053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 169404 members 
Entering Unmasked Estep 
Score: -23050518.000000 Penalty: 5976.320312
	Iteration 69Q: 3 clusters Score -2.305052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 169413 members 
Entering Unmasked Estep 
Score: -23050520.000000 Penalty: 5976.320312
	Iteration 70Q: 3 clusters Score -2.305052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 169420 members 
Entering Unmasked Estep 
Score: -23050522.000000 Penalty: 5976.320312
	Iteration 71Q: 3 clusters Score -2.305052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -23050526.000000 Penalty: 5976.320312
	Iteration 72Q: 3 clusters Score -2.305053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 169427 members 
Entering Unmasked Estep 
Score: -23050530.000000 Penalty: 5976.320312
	Iteration 73Q: 3 clusters Score -2.305053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 169429 members 
Entering Unmasked Estep 
Score: -23050526.000000 Penalty: 5976.320312
	Iteration 74Q: 3 clusters Score -2.305053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 169433 members 
Entering Unmasked Estep 
Score: -23050516.000000 Penalty: 5976.320312
	Iteration 75Q: 3 clusters Score -2.305052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -23050522.000000 Penalty: 5976.320312
	Iteration 76Q: 3 clusters Score -2.305052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 169447 members 
Entering Unmasked Estep 
Score: -23050520.000000 Penalty: 5976.320312
	Iteration 77Q: 3 clusters Score -2.305052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 169452 members 
Entering Unmasked Estep 
Score: -23050516.000000 Penalty: 5976.320312
	Iteration 78Q: 3 clusters Score -2.305052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 169457 members 
Entering Unmasked Estep 
Score: -23050522.000000 Penalty: 5976.320312
	Iteration 79Q: 3 clusters Score -2.305052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 169462 members 
Entering Unmasked Estep 
Score: -23050536.000000 Penalty: 5976.320312
	Iteration 80F: 3 clusters Score -2.305054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 169470 members 
Entering Unmasked Estep 
Score: -23050534.000000 Penalty: 5976.320312
	Iteration 81Q: 3 clusters Score -2.305053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 169478 members 
Entering Unmasked Estep 
Score: -23050510.000000 Penalty: 5976.320312
	Iteration 82Q: 3 clusters Score -2.305051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 169489 members 
Entering Unmasked Estep 
Score: -23050502.000000 Penalty: 5976.320312
	Iteration 83Q: 3 clusters Score -2.30505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 169500 members 
Entering Unmasked Estep 
Score: -23050498.000000 Penalty: 5976.320312
	Iteration 84Q: 3 clusters Score -2.30505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 169516 members 
Entering Unmasked Estep 
Score: -23050484.000000 Penalty: 5976.320312
	Iteration 85Q: 3 clusters Score -2.305048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 169527 members 
Entering Unmasked Estep 
Score: -23050472.000000 Penalty: 5976.320312
	Iteration 86Q: 3 clusters Score -2.305047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 169531 members 
Entering Unmasked Estep 
Score: -23050474.000000 Penalty: 5976.320312
	Iteration 87Q: 3 clusters Score -2.305047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 169536 members 
Entering Unmasked Estep 
Score: -23050486.000000 Penalty: 5976.320312
	Iteration 88Q: 3 clusters Score -2.305049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 169542 members 
Entering Unmasked Estep 
Score: -23050486.000000 Penalty: 5976.320312
	Iteration 89Q: 3 clusters Score -2.305049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 169546 members 
Entering Unmasked Estep 
Score: -23050498.000000 Penalty: 5976.320312
	Iteration 90Q: 3 clusters Score -2.30505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 169549 members 
Entering Unmasked Estep 
Score: -23050482.000000 Penalty: 5976.320312
	Iteration 91Q: 3 clusters Score -2.305048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 169550 members 
Entering Unmasked Estep 
Score: -23050478.000000 Penalty: 5976.320312
	Iteration 92Q: 3 clusters Score -2.305048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -23050480.000000 Penalty: 5976.320312
	Iteration 93Q: 3 clusters Score -2.305048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -23050480.000000 Penalty: 5976.320312
	Iteration 94F: 3 clusters Score -2.305048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Entering Unmasked Estep 
Score: -5057756.500000 Penalty: 2611.383789
	Iteration 0F: 2 clusters Score -5057756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -5032394.000000 Penalty: 5222.767578
	Iteration 0F: 3 clusters Score -5032394 nChanged 16930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5041670.000000 Penalty: 5222.767578
	Iteration 1F: 3 clusters Score -5041670 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -5042313.500000 Penalty: 5222.767578
	Iteration 2Q: 3 clusters Score -5042314 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -5043168.000000 Penalty: 5222.767578
	Iteration 3Q: 3 clusters Score -5043168 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -5044259.500000 Penalty: 5222.767578
	Iteration 4F: 3 clusters Score -5044260 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -5045689.500000 Penalty: 5222.767578
	Iteration 5F: 3 clusters Score -5045690 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5047662.500000 Penalty: 5222.767578
	Iteration 6F: 3 clusters Score -5047662 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -5049804.000000 Penalty: 5222.767578
	Iteration 7F: 3 clusters Score -5049804 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -5051769.000000 Penalty: 5222.767578
	Iteration 8F: 3 clusters Score -5051769 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -5052906.500000 Penalty: 5222.767578
	Iteration 9Q: 3 clusters Score -5052906 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -5053527.000000 Penalty: 5222.767578
	Iteration 10Q: 3 clusters Score -5053527 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -5053897.500000 Penalty: 5222.767578
	Iteration 11Q: 3 clusters Score -5053898 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5054143.500000 Penalty: 5222.767578
	Iteration 12Q: 3 clusters Score -5054144 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -5054377.500000 Penalty: 5222.767578
	Iteration 13Q: 3 clusters Score -5054378 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -5054521.000000 Penalty: 5222.767578
	Iteration 14Q: 3 clusters Score -5054521 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -5054654.000000 Penalty: 5222.767578
	Iteration 15Q: 3 clusters Score -5054654 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -5054763.000000 Penalty: 5222.767578
	Iteration 16Q: 3 clusters Score -5054763 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -5054861.000000 Penalty: 5222.767578
	Iteration 17Q: 3 clusters Score -5054861 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -5054961.500000 Penalty: 5222.767578
	Iteration 18Q: 3 clusters Score -5054962 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -5055062.500000 Penalty: 5222.767578
	Iteration 19Q: 3 clusters Score -5055062 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -5055150.000000 Penalty: 5222.767578
	Iteration 20F: 3 clusters Score -5055150 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -5055238.000000 Penalty: 5222.767578
	Iteration 21Q: 3 clusters Score -5055238 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -5055327.500000 Penalty: 5222.767578
	Iteration 22Q: 3 clusters Score -5055328 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -5055389.000000 Penalty: 5222.767578
	Iteration 23Q: 3 clusters Score -5055389 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -5055456.500000 Penalty: 5222.767578
	Iteration 24Q: 3 clusters Score -5055456 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -5055544.500000 Penalty: 5222.767578
	Iteration 25Q: 3 clusters Score -5055544 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -5055591.000000 Penalty: 5222.767578
	Iteration 26Q: 3 clusters Score -5055591 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -5055631.500000 Penalty: 5222.767578
	Iteration 27Q: 3 clusters Score -5055632 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -5055672.000000 Penalty: 5222.767578
	Iteration 28Q: 3 clusters Score -5055672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -5055705.000000 Penalty: 5222.767578
	Iteration 29Q: 3 clusters Score -5055705 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -5055717.500000 Penalty: 5222.767578
	Iteration 30Q: 3 clusters Score -5055718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -5055769.500000 Penalty: 5222.767578
	Iteration 31Q: 3 clusters Score -5055770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -5055783.000000 Penalty: 5222.767578
	Iteration 32Q: 3 clusters Score -5055783 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -5055814.500000 Penalty: 5222.767578
	Iteration 33Q: 3 clusters Score -5055814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -5055850.500000 Penalty: 5222.767578
	Iteration 34Q: 3 clusters Score -5055850 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -5055855.500000 Penalty: 5222.767578
	Iteration 35Q: 3 clusters Score -5055856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -5055881.000000 Penalty: 5222.767578
	Iteration 36Q: 3 clusters Score -5055881 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -5055896.500000 Penalty: 5222.767578
	Iteration 37Q: 3 clusters Score -5055896 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -5055898.500000 Penalty: 5222.767578
	Iteration 38Q: 3 clusters Score -5055898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -5055916.000000 Penalty: 5222.767578
	Iteration 39Q: 3 clusters Score -5055916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -5055927.500000 Penalty: 5222.767578
	Iteration 40F: 3 clusters Score -5055928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -5055935.500000 Penalty: 5222.767578
	Iteration 41Q: 3 clusters Score -5055936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5055937.000000 Penalty: 5222.767578
	Iteration 42Q: 3 clusters Score -5055937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5055948.000000 Penalty: 5222.767578
	Iteration 43Q: 3 clusters Score -5055948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -5055958.500000 Penalty: 5222.767578
	Iteration 44Q: 3 clusters Score -5055958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -5055966.500000 Penalty: 5222.767578
	Iteration 45Q: 3 clusters Score -5055966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -5055995.000000 Penalty: 5222.767578
	Iteration 46Q: 3 clusters Score -5055995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -5055999.500000 Penalty: 5222.767578
	Iteration 47Q: 3 clusters Score -5056000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -5056008.500000 Penalty: 5222.767578
	Iteration 48Q: 3 clusters Score -5056008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -5056027.500000 Penalty: 5222.767578
	Iteration 49Q: 3 clusters Score -5056028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -5056029.500000 Penalty: 5222.767578
	Iteration 50Q: 3 clusters Score -5056030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -5056030.000000 Penalty: 5222.767578
	Iteration 51Q: 3 clusters Score -5056030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -5056032.500000 Penalty: 5222.767578
	Iteration 52Q: 3 clusters Score -5056032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -5056040.500000 Penalty: 5222.767578
	Iteration 53Q: 3 clusters Score -5056040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -5056047.000000 Penalty: 5222.767578
	Iteration 54Q: 3 clusters Score -5056047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -5056044.000000 Penalty: 5222.767578
	Iteration 55Q: 3 clusters Score -5056044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -5056049.500000 Penalty: 5222.767578
	Iteration 56Q: 3 clusters Score -5056050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -5056048.000000 Penalty: 5222.767578
	Iteration 57Q: 3 clusters Score -5056048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -5056063.500000 Penalty: 5222.767578
	Iteration 58Q: 3 clusters Score -5056064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -5056065.500000 Penalty: 5222.767578
	Iteration 59Q: 3 clusters Score -5056066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -5056075.000000 Penalty: 5222.767578
	Iteration 60F: 3 clusters Score -5056075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -5056073.500000 Penalty: 5222.767578
	Iteration 61Q: 3 clusters Score -5056074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -5056075.000000 Penalty: 5222.767578
	Iteration 62Q: 3 clusters Score -5056075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -5056072.500000 Penalty: 5222.767578
	Iteration 63Q: 3 clusters Score -5056072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -5056066.500000 Penalty: 5222.767578
	Iteration 64Q: 3 clusters Score -5056066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5056073.500000 Penalty: 5222.767578
	Iteration 65Q: 3 clusters Score -5056074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -5056068.500000 Penalty: 5222.767578
	Iteration 66Q: 3 clusters Score -5056068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -5056069.000000 Penalty: 5222.767578
	Iteration 67Q: 3 clusters Score -5056069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -5056082.000000 Penalty: 5222.767578
	Iteration 68Q: 3 clusters Score -5056082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -5056092.000000 Penalty: 5222.767578
	Iteration 69Q: 3 clusters Score -5056092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -5056088.500000 Penalty: 5222.767578
	Iteration 70Q: 3 clusters Score -5056088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -5056085.500000 Penalty: 5222.767578
	Iteration 71Q: 3 clusters Score -5056086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -5056087.000000 Penalty: 5222.767578
	Iteration 72Q: 3 clusters Score -5056087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -5056088.000000 Penalty: 5222.767578
	Iteration 73Q: 3 clusters Score -5056088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -5056091.000000 Penalty: 5222.767578
	Iteration 74Q: 3 clusters Score -5056091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -5056093.500000 Penalty: 5222.767578
	Iteration 75Q: 3 clusters Score -5056094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -5056088.000000 Penalty: 5222.767578
	Iteration 76Q: 3 clusters Score -5056088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -5056095.000000 Penalty: 5222.767578
	Iteration 77Q: 3 clusters Score -5056095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -5056096.000000 Penalty: 5222.767578
	Iteration 78Q: 3 clusters Score -5056096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -5056095.500000 Penalty: 5222.767578
	Iteration 79Q: 3 clusters Score -5056096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -5056095.500000 Penalty: 5222.767578
	Iteration 80F: 3 clusters Score -5056096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Entering Unmasked Estep 
Score: -797697.625000 Penalty: 2150.988770
	Iteration 0F: 2 clusters Score -797697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -792667.562500 Penalty: 4301.977539
	Iteration 0F: 3 clusters Score -792667.6 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -793939.687500 Penalty: 4301.977539
	Iteration 1F: 3 clusters Score -793939.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -794152.000000 Penalty: 4301.977539
	Iteration 2F: 3 clusters Score -794152 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -794276.000000 Penalty: 4301.977539
	Iteration 3Q: 3 clusters Score -794276 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -794357.250000 Penalty: 4301.977539
	Iteration 4Q: 3 clusters Score -794357.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -794423.812500 Penalty: 4301.977539
	Iteration 5Q: 3 clusters Score -794423.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -794472.437500 Penalty: 4301.977539
	Iteration 6Q: 3 clusters Score -794472.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -794511.875000 Penalty: 4301.977539
	Iteration 7Q: 3 clusters Score -794511.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -794547.375000 Penalty: 4301.977539
	Iteration 8Q: 3 clusters Score -794547.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -794579.875000 Penalty: 4301.977539
	Iteration 9Q: 3 clusters Score -794579.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -794613.500000 Penalty: 4301.977539
	Iteration 10Q: 3 clusters Score -794613.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -794646.312500 Penalty: 4301.977539
	Iteration 11Q: 3 clusters Score -794646.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -794673.187500 Penalty: 4301.977539
	Iteration 12Q: 3 clusters Score -794673.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -794700.250000 Penalty: 4301.977539
	Iteration 13Q: 3 clusters Score -794700.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -794732.437500 Penalty: 4301.977539
	Iteration 14Q: 3 clusters Score -794732.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -794764.875000 Penalty: 4301.977539
	Iteration 15Q: 3 clusters Score -794764.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -794803.500000 Penalty: 4301.977539
	Iteration 16Q: 3 clusters Score -794803.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -794846.500000 Penalty: 4301.977539
	Iteration 17Q: 3 clusters Score -794846.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -794879.125000 Penalty: 4301.977539
	Iteration 18Q: 3 clusters Score -794879.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -794913.187500 Penalty: 4301.977539
	Iteration 19Q: 3 clusters Score -794913.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -794945.625000 Penalty: 4301.977539
	Iteration 20F: 3 clusters Score -794945.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -794974.750000 Penalty: 4301.977539
	Iteration 21Q: 3 clusters Score -794974.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -795000.187500 Penalty: 4301.977539
	Iteration 22Q: 3 clusters Score -795000.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -795026.437500 Penalty: 4301.977539
	Iteration 23Q: 3 clusters Score -795026.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -795057.562500 Penalty: 4301.977539
	Iteration 24Q: 3 clusters Score -795057.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -795084.437500 Penalty: 4301.977539
	Iteration 25Q: 3 clusters Score -795084.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -795113.687500 Penalty: 4301.977539
	Iteration 26Q: 3 clusters Score -795113.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -795147.437500 Penalty: 4301.977539
	Iteration 27Q: 3 clusters Score -795147.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -795196.312500 Penalty: 4301.977539
	Iteration 28Q: 3 clusters Score -795196.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -795243.687500 Penalty: 4301.977539
	Iteration 29Q: 3 clusters Score -795243.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -795290.687500 Penalty: 4301.977539
	Iteration 30Q: 3 clusters Score -795290.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -795331.750000 Penalty: 4301.977539
	Iteration 31Q: 3 clusters Score -795331.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -795369.875000 Penalty: 4301.977539
	Iteration 32Q: 3 clusters Score -795369.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -795415.625000 Penalty: 4301.977539
	Iteration 33Q: 3 clusters Score -795415.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -795456.125000 Penalty: 4301.977539
	Iteration 34Q: 3 clusters Score -795456.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -795498.187500 Penalty: 4301.977539
	Iteration 35Q: 3 clusters Score -795498.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -795524.812500 Penalty: 4301.977539
	Iteration 36Q: 3 clusters Score -795524.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -795551.125000 Penalty: 4301.977539
	Iteration 37Q: 3 clusters Score -795551.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -795578.937500 Penalty: 4301.977539
	Iteration 38Q: 3 clusters Score -795578.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -795603.625000 Penalty: 4301.977539
	Iteration 39Q: 3 clusters Score -795603.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -795621.250000 Penalty: 4301.977539
	Iteration 40F: 3 clusters Score -795621.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -795640.312500 Penalty: 4301.977539
	Iteration 41Q: 3 clusters Score -795640.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -795655.437500 Penalty: 4301.977539
	Iteration 42Q: 3 clusters Score -795655.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -795669.437500 Penalty: 4301.977539
	Iteration 43Q: 3 clusters Score -795669.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -795682.312500 Penalty: 4301.977539
	Iteration 44Q: 3 clusters Score -795682.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -795688.125000 Penalty: 4301.977539
	Iteration 45Q: 3 clusters Score -795688.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -795692.562500 Penalty: 4301.977539
	Iteration 46Q: 3 clusters Score -795692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -795702.937500 Penalty: 4301.977539
	Iteration 47Q: 3 clusters Score -795702.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -795711.625000 Penalty: 4301.977539
	Iteration 48Q: 3 clusters Score -795711.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -795720.250000 Penalty: 4301.977539
	Iteration 49Q: 3 clusters Score -795720.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -795726.437500 Penalty: 4301.977539
	Iteration 50Q: 3 clusters Score -795726.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -795731.812500 Penalty: 4301.977539
	Iteration 51Q: 3 clusters Score -795731.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -795734.437500 Penalty: 4301.977539
	Iteration 52Q: 3 clusters Score -795734.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -795739.250000 Penalty: 4301.977539
	Iteration 53Q: 3 clusters Score -795739.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -795745.187500 Penalty: 4301.977539
	Iteration 54Q: 3 clusters Score -795745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -795746.625000 Penalty: 4301.977539
	Iteration 55Q: 3 clusters Score -795746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -795746.625000 Penalty: 4301.977539
	Iteration 56F: 3 clusters Score -795746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 44046 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192089 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23527 members 
Mstep: Class 14 contains 162986 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196394 members 
Mstep: Class 18 contains 170934 members 
Mstep: Class 21 contains 37413 members 
Mstep: Class 23 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350112.000000 Penalty: 65528.617188
Iteration 319Q: 20 clusters Score -1.443501e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187904 members 
Mstep: Class 2 contains 40689 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 44048 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10040 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192084 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23531 members 
Mstep: Class 14 contains 162975 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196406 members 
Mstep: Class 18 contains 170947 members 
Mstep: Class 21 contains 37415 members 
Mstep: Class 23 contains 5851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350160.000000 Penalty: 65528.617188
Iteration 320F: 20 clusters Score -1.443502e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187913 members 
Mstep: Class 2 contains 40689 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 44046 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10034 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192091 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23532 members 
Mstep: Class 14 contains 162969 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196404 members 
Mstep: Class 18 contains 170945 members 
Mstep: Class 21 contains 37413 members 
Mstep: Class 23 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350224.000000 Penalty: 65528.617188
Iteration 321Q: 20 clusters Score -1.443502e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187919 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 44044 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10027 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192085 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23533 members 
Mstep: Class 14 contains 162959 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196406 members 
Mstep: Class 18 contains 170948 members 
Mstep: Class 21 contains 37414 members 
Mstep: Class 23 contains 5865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350176.000000 Penalty: 65528.617188
Iteration 322Q: 20 clusters Score -1.443502e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187920 members 
Mstep: Class 2 contains 40689 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 44044 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 10010 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192081 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23536 members 
Mstep: Class 14 contains 162959 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196403 members 
Mstep: Class 18 contains 170958 members 
Mstep: Class 21 contains 37416 members 
Mstep: Class 23 contains 5871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350208.000000 Penalty: 65528.617188
Iteration 323Q: 20 clusters Score -1.443502e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187917 members 
Mstep: Class 2 contains 40689 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 44043 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9995 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192081 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23538 members 
Mstep: Class 14 contains 162960 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196415 members 
Mstep: Class 18 contains 170961 members 
Mstep: Class 21 contains 37416 members 
Mstep: Class 23 contains 5873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350224.000000 Penalty: 65528.617188
Iteration 324Q: 20 clusters Score -1.443502e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187913 members 
Mstep: Class 2 contains 40688 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192085 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23540 members 
Mstep: Class 14 contains 162972 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196423 members 
Mstep: Class 18 contains 170958 members 
Mstep: Class 21 contains 37414 members 
Mstep: Class 23 contains 5874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350240.000000 Penalty: 65528.617188
Iteration 325Q: 20 clusters Score -1.443502e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187921 members 
Mstep: Class 2 contains 40689 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9964 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192084 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23544 members 
Mstep: Class 14 contains 162981 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196418 members 
Mstep: Class 18 contains 170962 members 
Mstep: Class 21 contains 37412 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350128.000000 Penalty: 65528.617188
Iteration 326Q: 20 clusters Score -1.443501e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187930 members 
Mstep: Class 2 contains 40691 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44038 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9945 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192088 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23547 members 
Mstep: Class 14 contains 162986 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196413 members 
Mstep: Class 18 contains 170965 members 
Mstep: Class 21 contains 37411 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350112.000000 Penalty: 65528.617188
Iteration 327Q: 20 clusters Score -1.443501e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187933 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3261 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192087 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23552 members 
Mstep: Class 14 contains 162983 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196412 members 
Mstep: Class 18 contains 170968 members 
Mstep: Class 21 contains 37410 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350096.000000 Penalty: 65528.617188
Iteration 328Q: 20 clusters Score -1.443501e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187929 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44041 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9928 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192094 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23554 members 
Mstep: Class 14 contains 162987 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196411 members 
Mstep: Class 18 contains 170969 members 
Mstep: Class 21 contains 37407 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350048.000000 Penalty: 65528.617188
Iteration 329Q: 20 clusters Score -1.4435e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187926 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192091 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23555 members 
Mstep: Class 14 contains 162996 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196418 members 
Mstep: Class 18 contains 170972 members 
Mstep: Class 21 contains 37406 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350096.000000 Penalty: 65528.617188
Iteration 330Q: 20 clusters Score -1.443501e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187928 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44034 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9909 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192092 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23555 members 
Mstep: Class 14 contains 162999 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196423 members 
Mstep: Class 18 contains 170973 members 
Mstep: Class 21 contains 37407 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350128.000000 Penalty: 65528.617188
Iteration 331Q: 20 clusters Score -1.443501e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187933 members 
Mstep: Class 2 contains 40694 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44034 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9896 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192088 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23555 members 
Mstep: Class 14 contains 163003 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196422 members 
Mstep: Class 18 contains 170979 members 
Mstep: Class 21 contains 37408 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350176.000000 Penalty: 65528.617188
Iteration 332Q: 20 clusters Score -1.443502e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187940 members 
Mstep: Class 2 contains 40694 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44031 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9883 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192088 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23557 members 
Mstep: Class 14 contains 163001 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196427 members 
Mstep: Class 18 contains 170983 members 
Mstep: Class 21 contains 37408 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350048.000000 Penalty: 65528.617188
Iteration 333Q: 20 clusters Score -1.4435e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187944 members 
Mstep: Class 2 contains 40694 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9868 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192084 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23563 members 
Mstep: Class 14 contains 163004 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196428 members 
Mstep: Class 18 contains 170988 members 
Mstep: Class 21 contains 37407 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350096.000000 Penalty: 65528.617188
Iteration 334Q: 20 clusters Score -1.443501e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187954 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9856 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192083 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23568 members 
Mstep: Class 14 contains 163010 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196422 members 
Mstep: Class 18 contains 170991 members 
Mstep: Class 21 contains 37407 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350032.000000 Penalty: 65528.617188
Iteration 335Q: 20 clusters Score -1.4435e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187951 members 
Mstep: Class 2 contains 40694 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44029 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9845 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192086 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23570 members 
Mstep: Class 14 contains 163012 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196425 members 
Mstep: Class 18 contains 170992 members 
Mstep: Class 21 contains 37408 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350064.000000 Penalty: 65528.617188
Iteration 336Q: 20 clusters Score -1.443501e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187945 members 
Mstep: Class 2 contains 40695 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9835 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192088 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23569 members 
Mstep: Class 14 contains 163016 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196432 members 
Mstep: Class 18 contains 170994 members 
Mstep: Class 21 contains 37406 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350080.000000 Penalty: 65528.617188
Iteration 337Q: 20 clusters Score -1.443501e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187944 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44031 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9824 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192092 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23571 members 
Mstep: Class 14 contains 163025 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196425 members 
Mstep: Class 18 contains 170998 members 
Mstep: Class 21 contains 37406 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350096.000000 Penalty: 65528.617188
Iteration 338Q: 20 clusters Score -1.443501e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187940 members 
Mstep: Class 2 contains 40697 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9816 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192090 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23575 members 
Mstep: Class 14 contains 163033 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196423 members 
Mstep: Class 18 contains 171001 members 
Mstep: Class 21 contains 37406 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350144.000000 Penalty: 65528.617188
Iteration 339Q: 20 clusters Score -1.443501e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187941 members 
Mstep: Class 2 contains 40695 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9801 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192086 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23580 members 
Mstep: Class 14 contains 163049 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196419 members 
Mstep: Class 18 contains 171008 members 
Mstep: Class 21 contains 37403 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350096.000000 Penalty: 65528.617188
Iteration 340F: 20 clusters Score -1.443501e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187940 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9794 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192084 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23582 members 
Mstep: Class 14 contains 163058 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196418 members 
Mstep: Class 18 contains 171014 members 
Mstep: Class 21 contains 37399 members 
Mstep: Class 23 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350144.000000 Penalty: 65528.617188
Iteration 341Q: 20 clusters Score -1.443501e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187942 members 
Mstep: Class 2 contains 40692 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9784 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192080 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23582 members 
Mstep: Class 14 contains 163065 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196419 members 
Mstep: Class 18 contains 171020 members 
Mstep: Class 21 contains 37397 members 
Mstep: Class 23 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350176.000000 Penalty: 65528.617188
Iteration 342Q: 20 clusters Score -1.443502e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187942 members 
Mstep: Class 2 contains 40692 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3261 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44034 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9781 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192076 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23582 members 
Mstep: Class 14 contains 163071 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196420 members 
Mstep: Class 18 contains 171019 members 
Mstep: Class 21 contains 37395 members 
Mstep: Class 23 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350176.000000 Penalty: 65528.617188
Iteration 343Q: 20 clusters Score -1.443502e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187938 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44034 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9773 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192070 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23582 members 
Mstep: Class 14 contains 163076 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196426 members 
Mstep: Class 18 contains 171023 members 
Mstep: Class 21 contains 37398 members 
Mstep: Class 23 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350176.000000 Penalty: 65528.617188
Iteration 344Q: 20 clusters Score -1.443502e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187942 members 
Mstep: Class 2 contains 40688 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44033 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192067 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23583 members 
Mstep: Class 14 contains 163082 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196430 members 
Mstep: Class 18 contains 171024 members 
Mstep: Class 21 contains 37396 members 
Mstep: Class 23 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350128.000000 Penalty: 65528.617188
Iteration 345Q: 20 clusters Score -1.443501e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187930 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192071 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23585 members 
Mstep: Class 14 contains 163092 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196433 members 
Mstep: Class 18 contains 171028 members 
Mstep: Class 21 contains 37396 members 
Mstep: Class 23 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350240.000000 Penalty: 65528.617188
Iteration 346Q: 20 clusters Score -1.443502e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187934 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44029 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9751 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192074 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23586 members 
Mstep: Class 14 contains 163097 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196431 members 
Mstep: Class 18 contains 171030 members 
Mstep: Class 21 contains 37392 members 
Mstep: Class 23 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350256.000000 Penalty: 65528.617188
Iteration 347Q: 20 clusters Score -1.443503e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187930 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44025 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192076 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23586 members 
Mstep: Class 14 contains 163106 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196431 members 
Mstep: Class 18 contains 171031 members 
Mstep: Class 21 contains 37391 members 
Mstep: Class 23 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350304.000000 Penalty: 65528.617188
Iteration 348Q: 20 clusters Score -1.443503e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187924 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 44023 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192074 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23587 members 
Mstep: Class 14 contains 163114 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196432 members 
Mstep: Class 18 contains 171033 members 
Mstep: Class 21 contains 37389 members 
Mstep: Class 23 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350304.000000 Penalty: 65528.617188
Iteration 349Q: 20 clusters Score -1.443503e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187920 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 44022 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192075 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23589 members 
Mstep: Class 14 contains 163122 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196427 members 
Mstep: Class 18 contains 171033 members 
Mstep: Class 21 contains 37387 members 
Mstep: Class 23 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350336.000000 Penalty: 65528.617188
Iteration 350Q: 20 clusters Score -1.443503e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187919 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 44022 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192076 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23594 members 
Mstep: Class 14 contains 163121 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196422 members 
Mstep: Class 18 contains 171033 members 
Mstep: Class 21 contains 37387 members 
Mstep: Class 23 contains 5877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350352.000000 Penalty: 65528.617188
Iteration 351Q: 20 clusters Score -1.443504e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187922 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44020 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192073 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23596 members 
Mstep: Class 14 contains 163118 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196423 members 
Mstep: Class 18 contains 171033 members 
Mstep: Class 21 contains 37387 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350368.000000 Penalty: 65528.617188
Iteration 352Q: 20 clusters Score -1.443504e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187920 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44019 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192072 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23596 members 
Mstep: Class 14 contains 163115 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196428 members 
Mstep: Class 18 contains 171034 members 
Mstep: Class 21 contains 37388 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350320.000000 Penalty: 65528.617188
Iteration 353Q: 20 clusters Score -1.443503e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187917 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192072 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23596 members 
Mstep: Class 14 contains 163117 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196429 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37388 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350352.000000 Penalty: 65528.617188
Iteration 354Q: 20 clusters Score -1.443504e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187914 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192072 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23596 members 
Mstep: Class 14 contains 163118 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196432 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37387 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350416.000000 Penalty: 65528.617188
Iteration 355Q: 20 clusters Score -1.443504e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187913 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44017 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192068 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23596 members 
Mstep: Class 14 contains 163119 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196435 members 
Mstep: Class 18 contains 171037 members 
Mstep: Class 21 contains 37387 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350400.000000 Penalty: 65528.617188
Iteration 356Q: 20 clusters Score -1.443504e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44017 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192066 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23597 members 
Mstep: Class 14 contains 163125 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196433 members 
Mstep: Class 18 contains 171038 members 
Mstep: Class 21 contains 37386 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350464.000000 Penalty: 65528.617188
Iteration 357Q: 20 clusters Score -1.443505e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187911 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44017 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192064 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 163127 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196434 members 
Mstep: Class 18 contains 171036 members 
Mstep: Class 21 contains 37385 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350480.000000 Penalty: 65528.617188
Iteration 358Q: 20 clusters Score -1.443505e+08 nChanged 8
Entering ConstructFrom: 
Score: -144350480.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (187908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187908 members 
Entering Unmasked Estep 
Score: -25178008.000000 Penalty: 3011.639404
	Iteration 0F: 2 clusters Score -2.517801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93703 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
Score: -25056730.000000 Penalty: 6023.278809
	Iteration 0F: 3 clusters Score -2.505673e+07 nChanged 90302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -25109318.000000 Penalty: 6023.278809
	Iteration 1F: 3 clusters Score -2.510932e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85223 members 
Mstep: Class 2 contains 102685 members 
Entering Unmasked Estep 
Score: -25110718.000000 Penalty: 6023.278809
	Iteration 2Q: 3 clusters Score -2.511072e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 108035 members 
Entering Unmasked Estep 
Score: -25112918.000000 Penalty: 6023.278809
	Iteration 3Q: 3 clusters Score -2.511292e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 116159 members 
Entering Unmasked Estep 
Score: -25117202.000000 Penalty: 6023.278809
	Iteration 4Q: 3 clusters Score -2.51172e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 127881 members 
Entering Unmasked Estep 
Score: -25125390.000000 Penalty: 6023.278809
	Iteration 5F: 3 clusters Score -2.512539e+07 nChanged 15540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 142831 members 
Entering Unmasked Estep 
Score: -25138112.000000 Penalty: 6023.278809
	Iteration 6F: 3 clusters Score -2.513811e+07 nChanged 16320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 158765 members 
Entering Unmasked Estep 
Score: -25153222.000000 Penalty: 6023.278809
	Iteration 7F: 3 clusters Score -2.515322e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 171723 members 
Entering Unmasked Estep 
Score: -25165060.000000 Penalty: 6023.278809
	Iteration 8F: 3 clusters Score -2.516506e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 180008 members 
Entering Unmasked Estep 
Score: -25171236.000000 Penalty: 6023.278809
	Iteration 9Q: 3 clusters Score -2.517124e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 184279 members 
Entering Unmasked Estep 
Score: -25173868.000000 Penalty: 6023.278809
	Iteration 10Q: 3 clusters Score -2.517387e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 186255 members 
Entering Unmasked Estep 
Score: -25174914.000000 Penalty: 6023.278809
	Iteration 11Q: 3 clusters Score -2.517491e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 187062 members 
Entering Unmasked Estep 
Score: -25175238.000000 Penalty: 6023.278809
	Iteration 12Q: 3 clusters Score -2.517524e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 187362 members 
Entering Unmasked Estep 
Score: -25175308.000000 Penalty: 6023.278809
	Iteration 13Q: 3 clusters Score -2.517531e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 187484 members 
Entering Unmasked Estep 
Score: -25175348.000000 Penalty: 6023.278809
	Iteration 14Q: 3 clusters Score -2.517535e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 187538 members 
Entering Unmasked Estep 
Score: -25175348.000000 Penalty: 6023.278809
	Iteration 15Q: 3 clusters Score -2.517535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 187566 members 
Entering Unmasked Estep 
Score: -25175382.000000 Penalty: 6023.278809
	Iteration 16Q: 3 clusters Score -2.517538e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 187593 members 
Entering Unmasked Estep 
Score: -25175406.000000 Penalty: 6023.278809
	Iteration 17Q: 3 clusters Score -2.517541e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 187606 members 
Entering Unmasked Estep 
Score: -25175374.000000 Penalty: 6023.278809
	Iteration 18Q: 3 clusters Score -2.517537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 187616 members 
Entering Unmasked Estep 
Score: -25175382.000000 Penalty: 6023.278809
	Iteration 19Q: 3 clusters Score -2.517538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 187626 members 
Entering Unmasked Estep 
Score: -25175418.000000 Penalty: 6023.278809
	Iteration 20F: 3 clusters Score -2.517542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 187633 members 
Entering Unmasked Estep 
Score: -25175418.000000 Penalty: 6023.278809
	Iteration 21Q: 3 clusters Score -2.517542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 187637 members 
Entering Unmasked Estep 
Score: -25175412.000000 Penalty: 6023.278809
	Iteration 22Q: 3 clusters Score -2.517541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 187640 members 
Entering Unmasked Estep 
Score: -25175424.000000 Penalty: 6023.278809
	Iteration 23Q: 3 clusters Score -2.517542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 187642 members 
Entering Unmasked Estep 
Score: -25175406.000000 Penalty: 6023.278809
	Iteration 24Q: 3 clusters Score -2.517541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 187643 members 
Entering Unmasked Estep 
Score: -25175408.000000 Penalty: 6023.278809
	Iteration 25Q: 3 clusters Score -2.517541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 187645 members 
Entering Unmasked Estep 
Score: -25175412.000000 Penalty: 6023.278809
	Iteration 26Q: 3 clusters Score -2.517541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 187645 members 
Entering Unmasked Estep 
Score: -25175412.000000 Penalty: 6023.278809
	Iteration 27Q: 3 clusters Score -2.517541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 187647 members 
Entering Unmasked Estep 
Score: -25175416.000000 Penalty: 6023.278809
	Iteration 28Q: 3 clusters Score -2.517542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 187646 members 
Entering Unmasked Estep 
Score: -25175422.000000 Penalty: 6023.278809
	Iteration 29Q: 3 clusters Score -2.517542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 187647 members 
Entering Unmasked Estep 
Score: -25175424.000000 Penalty: 6023.278809
	Iteration 30Q: 3 clusters Score -2.517542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 187647 members 
Entering Unmasked Estep 
Score: -25175424.000000 Penalty: 6023.278809
	Iteration 31F: 3 clusters Score -2.517542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Entering Unmasked Estep 
Score: -5509964.500000 Penalty: 2632.182373
	Iteration 0F: 2 clusters Score -5509964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -5482403.000000 Penalty: 5264.364746
	Iteration 0F: 3 clusters Score -5482403 nChanged 18538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -5492662.000000 Penalty: 5264.364746
	Iteration 1F: 3 clusters Score -5492662 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -5493108.500000 Penalty: 5264.364746
	Iteration 2Q: 3 clusters Score -5493108 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -5493572.500000 Penalty: 5264.364746
	Iteration 3Q: 3 clusters Score -5493572 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -5494096.500000 Penalty: 5264.364746
	Iteration 4Q: 3 clusters Score -5494096 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -5494796.500000 Penalty: 5264.364746
	Iteration 5Q: 3 clusters Score -5494796 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -5495714.000000 Penalty: 5264.364746
	Iteration 6Q: 3 clusters Score -5495714 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -5497020.000000 Penalty: 5264.364746
	Iteration 7F: 3 clusters Score -5497020 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -5498789.500000 Penalty: 5264.364746
	Iteration 8F: 3 clusters Score -5498790 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5500856.000000 Penalty: 5264.364746
	Iteration 9F: 3 clusters Score -5500856 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -5502846.500000 Penalty: 5264.364746
	Iteration 10F: 3 clusters Score -5502846 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -5504296.500000 Penalty: 5264.364746
	Iteration 11Q: 3 clusters Score -5504296 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -5505163.000000 Penalty: 5264.364746
	Iteration 12Q: 3 clusters Score -5505163 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -5505569.000000 Penalty: 5264.364746
	Iteration 13Q: 3 clusters Score -5505569 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -5505915.000000 Penalty: 5264.364746
	Iteration 14Q: 3 clusters Score -5505915 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -5506178.500000 Penalty: 5264.364746
	Iteration 15Q: 3 clusters Score -5506178 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -5506407.500000 Penalty: 5264.364746
	Iteration 16Q: 3 clusters Score -5506408 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -5506580.000000 Penalty: 5264.364746
	Iteration 17Q: 3 clusters Score -5506580 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -5506757.000000 Penalty: 5264.364746
	Iteration 18Q: 3 clusters Score -5506757 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -5506915.500000 Penalty: 5264.364746
	Iteration 19Q: 3 clusters Score -5506916 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -5507054.000000 Penalty: 5264.364746
	Iteration 20F: 3 clusters Score -5507054 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -5507180.500000 Penalty: 5264.364746
	Iteration 21Q: 3 clusters Score -5507180 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5507309.500000 Penalty: 5264.364746
	Iteration 22Q: 3 clusters Score -5507310 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -5507406.000000 Penalty: 5264.364746
	Iteration 23Q: 3 clusters Score -5507406 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -5507500.000000 Penalty: 5264.364746
	Iteration 24Q: 3 clusters Score -5507500 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5507570.000000 Penalty: 5264.364746
	Iteration 25Q: 3 clusters Score -5507570 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -5507636.000000 Penalty: 5264.364746
	Iteration 26Q: 3 clusters Score -5507636 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5507673.000000 Penalty: 5264.364746
	Iteration 27Q: 3 clusters Score -5507673 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5507746.500000 Penalty: 5264.364746
	Iteration 28Q: 3 clusters Score -5507746 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5507786.500000 Penalty: 5264.364746
	Iteration 29Q: 3 clusters Score -5507786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5507839.500000 Penalty: 5264.364746
	Iteration 30Q: 3 clusters Score -5507840 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5507871.000000 Penalty: 5264.364746
	Iteration 31Q: 3 clusters Score -5507871 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5507895.000000 Penalty: 5264.364746
	Iteration 32Q: 3 clusters Score -5507895 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5507944.500000 Penalty: 5264.364746
	Iteration 33Q: 3 clusters Score -5507944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5508001.500000 Penalty: 5264.364746
	Iteration 34Q: 3 clusters Score -5508002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5508035.500000 Penalty: 5264.364746
	Iteration 35Q: 3 clusters Score -5508036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5508048.000000 Penalty: 5264.364746
	Iteration 36Q: 3 clusters Score -5508048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5508062.500000 Penalty: 5264.364746
	Iteration 37Q: 3 clusters Score -5508062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5508098.500000 Penalty: 5264.364746
	Iteration 38Q: 3 clusters Score -5508098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5508108.500000 Penalty: 5264.364746
	Iteration 39Q: 3 clusters Score -5508108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5508123.500000 Penalty: 5264.364746
	Iteration 40F: 3 clusters Score -5508124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5508135.000000 Penalty: 5264.364746
	Iteration 41Q: 3 clusters Score -5508135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5508139.500000 Penalty: 5264.364746
	Iteration 42Q: 3 clusters Score -5508140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5508142.500000 Penalty: 5264.364746
	Iteration 43Q: 3 clusters Score -5508142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5508156.000000 Penalty: 5264.364746
	Iteration 44Q: 3 clusters Score -5508156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5508160.000000 Penalty: 5264.364746
	Iteration 45Q: 3 clusters Score -5508160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5508178.000000 Penalty: 5264.364746
	Iteration 46Q: 3 clusters Score -5508178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5508174.000000 Penalty: 5264.364746
	Iteration 47Q: 3 clusters Score -5508174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5508180.000000 Penalty: 5264.364746
	Iteration 48Q: 3 clusters Score -5508180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5508182.000000 Penalty: 5264.364746
	Iteration 49Q: 3 clusters Score -5508182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5508186.500000 Penalty: 5264.364746
	Iteration 50Q: 3 clusters Score -5508186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5508187.000000 Penalty: 5264.364746
	Iteration 51Q: 3 clusters Score -5508187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5508191.500000 Penalty: 5264.364746
	Iteration 52Q: 3 clusters Score -5508192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5508193.500000 Penalty: 5264.364746
	Iteration 53Q: 3 clusters Score -5508194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5508195.500000 Penalty: 5264.364746
	Iteration 54Q: 3 clusters Score -5508196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5508194.500000 Penalty: 5264.364746
	Iteration 55Q: 3 clusters Score -5508194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5508190.500000 Penalty: 5264.364746
	Iteration 56Q: 3 clusters Score -5508190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5508195.000000 Penalty: 5264.364746
	Iteration 57Q: 3 clusters Score -5508195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5508196.000000 Penalty: 5264.364746
	Iteration 58Q: 3 clusters Score -5508196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5508201.500000 Penalty: 5264.364746
	Iteration 59Q: 3 clusters Score -5508202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5508200.500000 Penalty: 5264.364746
	Iteration 60F: 3 clusters Score -5508200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5508204.500000 Penalty: 5264.364746
	Iteration 61Q: 3 clusters Score -5508204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5508212.000000 Penalty: 5264.364746
	Iteration 62Q: 3 clusters Score -5508212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5508211.500000 Penalty: 5264.364746
	Iteration 63Q: 3 clusters Score -5508212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5508212.000000 Penalty: 5264.364746
	Iteration 64Q: 3 clusters Score -5508212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5508208.500000 Penalty: 5264.364746
	Iteration 65Q: 3 clusters Score -5508208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5508216.000000 Penalty: 5264.364746
	Iteration 66Q: 3 clusters Score -5508216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5508216.000000 Penalty: 5264.364746
	Iteration 67Q: 3 clusters Score -5508216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5508216.000000 Penalty: 5264.364746
	Iteration 68F: 3 clusters Score -5508216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -111770.570312 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -111770.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110016.546875 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -110016.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -110530.234375 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -110530.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -110717.234375 Penalty: 3389.718018
	Iteration 2F: 3 clusters Score -110717.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -110865.500000 Penalty: 3389.718018
	Iteration 3F: 3 clusters Score -110865.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -111018.835938 Penalty: 3389.718018
	Iteration 4Q: 3 clusters Score -111018.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -111169.554688 Penalty: 3389.718018
	Iteration 5Q: 3 clusters Score -111169.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -111233.539062 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -111233.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -111264.312500 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -111264.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -111286.023438 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -111286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -111299.937500 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -111299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -111313.140625 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -111313.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -111322.789062 Penalty: 3389.718018
	Iteration 11Q: 3 clusters Score -111322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -111328.390625 Penalty: 3389.718018
	Iteration 12Q: 3 clusters Score -111328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -111334.226562 Penalty: 3389.718018
	Iteration 13Q: 3 clusters Score -111334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -111339.585938 Penalty: 3389.718018
	Iteration 14Q: 3 clusters Score -111339.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -111343.890625 Penalty: 3389.718018
	Iteration 15Q: 3 clusters Score -111343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -111349.304688 Penalty: 3389.718018
	Iteration 16Q: 3 clusters Score -111349.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -111352.640625 Penalty: 3389.718018
	Iteration 17F: 3 clusters Score -111352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -111359.023438 Penalty: 3389.718018
	Iteration 18Q: 3 clusters Score -111359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -111359.023438 Penalty: 3389.718018
	Iteration 19F: 3 clusters Score -111359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Entering Unmasked Estep 
Score: -420286.718750 Penalty: 2006.647583
	Iteration 0F: 2 clusters Score -420286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -416920.906250 Penalty: 4013.295166
	Iteration 0F: 3 clusters Score -416920.9 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -417798.187500 Penalty: 4013.295166
	Iteration 1F: 3 clusters Score -417798.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -418134.750000 Penalty: 4013.295166
	Iteration 2F: 3 clusters Score -418134.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -418436.656250 Penalty: 4013.295166
	Iteration 3F: 3 clusters Score -418436.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -418755.031250 Penalty: 4013.295166
	Iteration 4F: 3 clusters Score -418755 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -418988.468750 Penalty: 4013.295166
	Iteration 5F: 3 clusters Score -418988.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -419130.000000 Penalty: 4013.295166
	Iteration 6Q: 3 clusters Score -419130 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -419216.031250 Penalty: 4013.295166
	Iteration 7Q: 3 clusters Score -419216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -419262.593750 Penalty: 4013.295166
	Iteration 8Q: 3 clusters Score -419262.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -419300.031250 Penalty: 4013.295166
	Iteration 9Q: 3 clusters Score -419300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -419324.406250 Penalty: 4013.295166
	Iteration 10Q: 3 clusters Score -419324.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -419345.500000 Penalty: 4013.295166
	Iteration 11Q: 3 clusters Score -419345.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -419362.687500 Penalty: 4013.295166
	Iteration 12Q: 3 clusters Score -419362.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -419374.812500 Penalty: 4013.295166
	Iteration 13Q: 3 clusters Score -419374.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -419385.281250 Penalty: 4013.295166
	Iteration 14Q: 3 clusters Score -419385.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -419392.750000 Penalty: 4013.295166
	Iteration 15Q: 3 clusters Score -419392.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -419402.593750 Penalty: 4013.295166
	Iteration 16Q: 3 clusters Score -419402.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -419409.562500 Penalty: 4013.295166
	Iteration 17Q: 3 clusters Score -419409.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -419413.531250 Penalty: 4013.295166
	Iteration 18Q: 3 clusters Score -419413.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -419421.281250 Penalty: 4013.295166
	Iteration 19Q: 3 clusters Score -419421.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -419430.281250 Penalty: 4013.295166
	Iteration 20F: 3 clusters Score -419430.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -419436.687500 Penalty: 4013.295166
	Iteration 21Q: 3 clusters Score -419436.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -419445.968750 Penalty: 4013.295166
	Iteration 22Q: 3 clusters Score -419446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -419452.875000 Penalty: 4013.295166
	Iteration 23Q: 3 clusters Score -419452.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -419460.156250 Penalty: 4013.295166
	Iteration 24Q: 3 clusters Score -419460.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -419469.812500 Penalty: 4013.295166
	Iteration 25Q: 3 clusters Score -419469.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -419475.250000 Penalty: 4013.295166
	Iteration 26Q: 3 clusters Score -419475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -419481.125000 Penalty: 4013.295166
	Iteration 27Q: 3 clusters Score -419481.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -419489.656250 Penalty: 4013.295166
	Iteration 28Q: 3 clusters Score -419489.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -419495.781250 Penalty: 4013.295166
	Iteration 29Q: 3 clusters Score -419495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -419503.406250 Penalty: 4013.295166
	Iteration 30Q: 3 clusters Score -419503.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -419512.937500 Penalty: 4013.295166
	Iteration 31Q: 3 clusters Score -419512.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -419526.656250 Penalty: 4013.295166
	Iteration 32Q: 3 clusters Score -419526.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -419541.531250 Penalty: 4013.295166
	Iteration 33Q: 3 clusters Score -419541.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -419551.968750 Penalty: 4013.295166
	Iteration 34Q: 3 clusters Score -419552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -419561.468750 Penalty: 4013.295166
	Iteration 35Q: 3 clusters Score -419561.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -419564.937500 Penalty: 4013.295166
	Iteration 36Q: 3 clusters Score -419564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -419571.437500 Penalty: 4013.295166
	Iteration 37Q: 3 clusters Score -419571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -419575.406250 Penalty: 4013.295166
	Iteration 38Q: 3 clusters Score -419575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -419579.031250 Penalty: 4013.295166
	Iteration 39Q: 3 clusters Score -419579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -419583.343750 Penalty: 4013.295166
	Iteration 40F: 3 clusters Score -419583.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -419589.406250 Penalty: 4013.295166
	Iteration 41Q: 3 clusters Score -419589.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -419597.000000 Penalty: 4013.295166
	Iteration 42Q: 3 clusters Score -419597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -419607.093750 Penalty: 4013.295166
	Iteration 43Q: 3 clusters Score -419607.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -419617.468750 Penalty: 4013.295166
	Iteration 44Q: 3 clusters Score -419617.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -419622.937500 Penalty: 4013.295166
	Iteration 45Q: 3 clusters Score -419622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -419625.593750 Penalty: 4013.295166
	Iteration 46Q: 3 clusters Score -419625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -419627.343750 Penalty: 4013.295166
	Iteration 47Q: 3 clusters Score -419627.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -419629.437500 Penalty: 4013.295166
	Iteration 48Q: 3 clusters Score -419629.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -419634.187500 Penalty: 4013.295166
	Iteration 49Q: 3 clusters Score -419634.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -419643.500000 Penalty: 4013.295166
	Iteration 50Q: 3 clusters Score -419643.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -419648.812500 Penalty: 4013.295166
	Iteration 51Q: 3 clusters Score -419648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -419655.437500 Penalty: 4013.295166
	Iteration 52Q: 3 clusters Score -419655.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -419664.281250 Penalty: 4013.295166
	Iteration 53Q: 3 clusters Score -419664.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -419677.500000 Penalty: 4013.295166
	Iteration 54Q: 3 clusters Score -419677.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -419687.156250 Penalty: 4013.295166
	Iteration 55Q: 3 clusters Score -419687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -419696.125000 Penalty: 4013.295166
	Iteration 56Q: 3 clusters Score -419696.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -419704.718750 Penalty: 4013.295166
	Iteration 57Q: 3 clusters Score -419704.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -419710.781250 Penalty: 4013.295166
	Iteration 58Q: 3 clusters Score -419710.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -419716.625000 Penalty: 4013.295166
	Iteration 59Q: 3 clusters Score -419716.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -419721.406250 Penalty: 4013.295166
	Iteration 60F: 3 clusters Score -419721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -419726.156250 Penalty: 4013.295166
	Iteration 61Q: 3 clusters Score -419726.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -419733.000000 Penalty: 4013.295166
	Iteration 62Q: 3 clusters Score -419733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -419742.406250 Penalty: 4013.295166
	Iteration 63Q: 3 clusters Score -419742.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -419750.468750 Penalty: 4013.295166
	Iteration 64Q: 3 clusters Score -419750.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -419754.531250 Penalty: 4013.295166
	Iteration 65Q: 3 clusters Score -419754.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -419764.718750 Penalty: 4013.295166
	Iteration 66Q: 3 clusters Score -419764.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -419770.937500 Penalty: 4013.295166
	Iteration 67Q: 3 clusters Score -419770.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -419781.312500 Penalty: 4013.295166
	Iteration 68Q: 3 clusters Score -419781.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -419785.406250 Penalty: 4013.295166
	Iteration 69Q: 3 clusters Score -419785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -419789.281250 Penalty: 4013.295166
	Iteration 70Q: 3 clusters Score -419789.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -419792.500000 Penalty: 4013.295166
	Iteration 71Q: 3 clusters Score -419792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -419794.625000 Penalty: 4013.295166
	Iteration 72Q: 3 clusters Score -419794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -419795.656250 Penalty: 4013.295166
	Iteration 73Q: 3 clusters Score -419795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -419795.843750 Penalty: 4013.295166
	Iteration 74Q: 3 clusters Score -419795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -419795.843750 Penalty: 4013.295166
	Iteration 75F: 3 clusters Score -419795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Entering Unmasked Estep 
Score: -1228453.000000 Penalty: 2275.534424
	Iteration 0F: 2 clusters Score -1228453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1220927.625000 Penalty: 4551.068848
	Iteration 0F: 3 clusters Score -1220928 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1223101.625000 Penalty: 4551.068848
	Iteration 1F: 3 clusters Score -1223102 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1223516.000000 Penalty: 4551.068848
	Iteration 2F: 3 clusters Score -1223516 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1224006.000000 Penalty: 4551.068848
	Iteration 3F: 3 clusters Score -1224006 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1224476.375000 Penalty: 4551.068848
	Iteration 4F: 3 clusters Score -1224476 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1224881.750000 Penalty: 4551.068848
	Iteration 5F: 3 clusters Score -1224882 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1225248.500000 Penalty: 4551.068848
	Iteration 6F: 3 clusters Score -1225248 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1225598.250000 Penalty: 4551.068848
	Iteration 7F: 3 clusters Score -1225598 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1225950.375000 Penalty: 4551.068848
	Iteration 8Q: 3 clusters Score -1225950 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1226362.125000 Penalty: 4551.068848
	Iteration 9Q: 3 clusters Score -1226362 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1226791.625000 Penalty: 4551.068848
	Iteration 10Q: 3 clusters Score -1226792 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1227198.125000 Penalty: 4551.068848
	Iteration 11Q: 3 clusters Score -1227198 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1227481.750000 Penalty: 4551.068848
	Iteration 12Q: 3 clusters Score -1227482 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1227651.000000 Penalty: 4551.068848
	Iteration 13Q: 3 clusters Score -1227651 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1227749.250000 Penalty: 4551.068848
	Iteration 14Q: 3 clusters Score -1227749 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1227823.250000 Penalty: 4551.068848
	Iteration 15Q: 3 clusters Score -1227823 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1227879.375000 Penalty: 4551.068848
	Iteration 16Q: 3 clusters Score -1227879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1227936.625000 Penalty: 4551.068848
	Iteration 17Q: 3 clusters Score -1227937 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1227986.500000 Penalty: 4551.068848
	Iteration 18Q: 3 clusters Score -1227986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1228043.125000 Penalty: 4551.068848
	Iteration 19Q: 3 clusters Score -1228043 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1228120.250000 Penalty: 4551.068848
	Iteration 20F: 3 clusters Score -1228120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1228222.125000 Penalty: 4551.068848
	Iteration 21Q: 3 clusters Score -1228222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1228285.000000 Penalty: 4551.068848
	Iteration 22Q: 3 clusters Score -1228285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1228310.500000 Penalty: 4551.068848
	Iteration 23Q: 3 clusters Score -1228310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1228317.375000 Penalty: 4551.068848
	Iteration 24Q: 3 clusters Score -1228317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1228321.375000 Penalty: 4551.068848
	Iteration 25Q: 3 clusters Score -1228321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1228321.625000 Penalty: 4551.068848
	Iteration 26Q: 3 clusters Score -1228322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1228321.125000 Penalty: 4551.068848
	Iteration 27Q: 3 clusters Score -1228321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1228321.125000 Penalty: 4551.068848
	Iteration 28F: 3 clusters Score -1228321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Entering Unmasked Estep 
Score: -5741573.500000 Penalty: 2651.698242
	Iteration 0F: 2 clusters Score -5741574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -5711769.000000 Penalty: 5303.396484
	Iteration 0F: 3 clusters Score -5711769 nChanged 20269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5722779.500000 Penalty: 5303.396484
	Iteration 1F: 3 clusters Score -5722780 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5723344.000000 Penalty: 5303.396484
	Iteration 2Q: 3 clusters Score -5723344 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -5723834.000000 Penalty: 5303.396484
	Iteration 3Q: 3 clusters Score -5723834 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -5724359.000000 Penalty: 5303.396484
	Iteration 4Q: 3 clusters Score -5724359 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -5724928.500000 Penalty: 5303.396484
	Iteration 5Q: 3 clusters Score -5724928 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -5725709.500000 Penalty: 5303.396484
	Iteration 6Q: 3 clusters Score -5725710 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -5726671.000000 Penalty: 5303.396484
	Iteration 7Q: 3 clusters Score -5726671 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -5727847.000000 Penalty: 5303.396484
	Iteration 8F: 3 clusters Score -5727847 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5729312.500000 Penalty: 5303.396484
	Iteration 9F: 3 clusters Score -5729312 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -5731065.500000 Penalty: 5303.396484
	Iteration 10F: 3 clusters Score -5731066 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -5733071.500000 Penalty: 5303.396484
	Iteration 11F: 3 clusters Score -5733072 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -5735072.500000 Penalty: 5303.396484
	Iteration 12F: 3 clusters Score -5735072 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5736772.000000 Penalty: 5303.396484
	Iteration 13Q: 3 clusters Score -5736772 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5737971.000000 Penalty: 5303.396484
	Iteration 14Q: 3 clusters Score -5737971 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5738803.000000 Penalty: 5303.396484
	Iteration 15Q: 3 clusters Score -5738803 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5739175.500000 Penalty: 5303.396484
	Iteration 16Q: 3 clusters Score -5739176 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5739395.500000 Penalty: 5303.396484
	Iteration 17Q: 3 clusters Score -5739396 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5739514.500000 Penalty: 5303.396484
	Iteration 18Q: 3 clusters Score -5739514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5739581.500000 Penalty: 5303.396484
	Iteration 19Q: 3 clusters Score -5739582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5739633.500000 Penalty: 5303.396484
	Iteration 20F: 3 clusters Score -5739634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5739669.000000 Penalty: 5303.396484
	Iteration 21Q: 3 clusters Score -5739669 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5739692.000000 Penalty: 5303.396484
	Iteration 22Q: 3 clusters Score -5739692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5739714.500000 Penalty: 5303.396484
	Iteration 23Q: 3 clusters Score -5739714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5739729.000000 Penalty: 5303.396484
	Iteration 24Q: 3 clusters Score -5739729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5739745.500000 Penalty: 5303.396484
	Iteration 25Q: 3 clusters Score -5739746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5739745.500000 Penalty: 5303.396484
	Iteration 26Q: 3 clusters Score -5739746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5739745.500000 Penalty: 5303.396484
	Iteration 27Q: 3 clusters Score -5739746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5739750.000000 Penalty: 5303.396484
	Iteration 28Q: 3 clusters Score -5739750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5739745.000000 Penalty: 5303.396484
	Iteration 29Q: 3 clusters Score -5739745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5739754.500000 Penalty: 5303.396484
	Iteration 30Q: 3 clusters Score -5739754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5739751.000000 Penalty: 5303.396484
	Iteration 31Q: 3 clusters Score -5739751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5739755.000000 Penalty: 5303.396484
	Iteration 32Q: 3 clusters Score -5739755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5739757.500000 Penalty: 5303.396484
	Iteration 33Q: 3 clusters Score -5739758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5739757.500000 Penalty: 5303.396484
	Iteration 34F: 3 clusters Score -5739758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -431085.187500 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -431085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -427658.812500 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -427658.8 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -428482.781250 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -428482.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -428787.062500 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -428787.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -429095.718750 Penalty: 4014.660400
	Iteration 3F: 3 clusters Score -429095.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -429473.250000 Penalty: 4014.660400
	Iteration 4F: 3 clusters Score -429473.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -430061.000000 Penalty: 4014.660400
	Iteration 5F: 3 clusters Score -430061 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -430941.250000 Penalty: 4014.660400
	Iteration 6F: 3 clusters Score -430941.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -431757.750000 Penalty: 4014.660400
	Iteration 7F: 3 clusters Score -431757.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -432024.531250 Penalty: 4014.660400
	Iteration 8Q: 3 clusters Score -432024.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -432078.906250 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -432078.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -432083.031250 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -432083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -432083.468750 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -432083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -432084.093750 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -432084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -432084.093750 Penalty: 4014.660400
	Iteration 13F: 3 clusters Score -432084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187908 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44017 members 
Mstep: Class 7 contains 2009 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192065 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 163127 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 196437 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37385 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
Score: -144349936.000000 Penalty: 68977.492188
Splitting cluster 7 changes total score from -144350480.000000 to -144349936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Entering Unmasked Estep 
Score: -1301722.125000 Penalty: 2277.809326
	Iteration 0F: 2 clusters Score -1301722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1294210.250000 Penalty: 4555.618652
	Iteration 0F: 3 clusters Score -1294210 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1296330.250000 Penalty: 4555.618652
	Iteration 1F: 3 clusters Score -1296330 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1296577.500000 Penalty: 4555.618652
	Iteration 2F: 3 clusters Score -1296578 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1296792.000000 Penalty: 4555.618652
	Iteration 3Q: 3 clusters Score -1296792 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1297005.250000 Penalty: 4555.618652
	Iteration 4Q: 3 clusters Score -1297005 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1297209.125000 Penalty: 4555.618652
	Iteration 5Q: 3 clusters Score -1297209 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1297411.250000 Penalty: 4555.618652
	Iteration 6Q: 3 clusters Score -1297411 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1297609.750000 Penalty: 4555.618652
	Iteration 7Q: 3 clusters Score -1297610 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1297885.500000 Penalty: 4555.618652
	Iteration 8Q: 3 clusters Score -1297886 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1298140.875000 Penalty: 4555.618652
	Iteration 9Q: 3 clusters Score -1298141 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1298430.625000 Penalty: 4555.618652
	Iteration 10Q: 3 clusters Score -1298431 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1298721.250000 Penalty: 4555.618652
	Iteration 11Q: 3 clusters Score -1298721 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1298996.250000 Penalty: 4555.618652
	Iteration 12Q: 3 clusters Score -1298996 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1299209.500000 Penalty: 4555.618652
	Iteration 13Q: 3 clusters Score -1299210 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1299381.375000 Penalty: 4555.618652
	Iteration 14Q: 3 clusters Score -1299381 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1299506.250000 Penalty: 4555.618652
	Iteration 15Q: 3 clusters Score -1299506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1299588.875000 Penalty: 4555.618652
	Iteration 16Q: 3 clusters Score -1299589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1299634.000000 Penalty: 4555.618652
	Iteration 17Q: 3 clusters Score -1299634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1299659.750000 Penalty: 4555.618652
	Iteration 18Q: 3 clusters Score -1299660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1299677.125000 Penalty: 4555.618652
	Iteration 19Q: 3 clusters Score -1299677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1299687.000000 Penalty: 4555.618652
	Iteration 20F: 3 clusters Score -1299687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1299698.000000 Penalty: 4555.618652
	Iteration 21Q: 3 clusters Score -1299698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1299701.125000 Penalty: 4555.618652
	Iteration 22Q: 3 clusters Score -1299701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1299701.875000 Penalty: 4555.618652
	Iteration 23Q: 3 clusters Score -1299702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1299704.250000 Penalty: 4555.618652
	Iteration 24Q: 3 clusters Score -1299704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1299704.125000 Penalty: 4555.618652
	Iteration 25Q: 3 clusters Score -1299704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1299706.375000 Penalty: 4555.618652
	Iteration 26Q: 3 clusters Score -1299706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1299706.625000 Penalty: 4555.618652
	Iteration 27Q: 3 clusters Score -1299707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1299709.125000 Penalty: 4555.618652
	Iteration 28Q: 3 clusters Score -1299709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1299714.250000 Penalty: 4555.618652
	Iteration 29Q: 3 clusters Score -1299714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1299720.750000 Penalty: 4555.618652
	Iteration 30Q: 3 clusters Score -1299721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1299731.125000 Penalty: 4555.618652
	Iteration 31Q: 3 clusters Score -1299731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1299732.250000 Penalty: 4555.618652
	Iteration 32Q: 3 clusters Score -1299732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1299736.250000 Penalty: 4555.618652
	Iteration 33Q: 3 clusters Score -1299736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1299738.500000 Penalty: 4555.618652
	Iteration 34Q: 3 clusters Score -1299738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1299741.625000 Penalty: 4555.618652
	Iteration 35Q: 3 clusters Score -1299742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1299741.625000 Penalty: 4555.618652
	Iteration 36F: 3 clusters Score -1299742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -84344.312500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -84344.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82773.437500 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -82773.44 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -83418.257812 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -83418.26 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -84124.250000 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -84124.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -84689.835938 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -84689.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -85144.859375 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -85144.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -85232.171875 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -85232.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -85237.695312 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -85237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -85237.695312 Penalty: 3267.424805
	Iteration 7F: 3 clusters Score -85237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187908 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44017 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192065 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 163127 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 196437 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37385 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
Score: -144349488.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144350480.000000 to -144349488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -454870.656250 Penalty: 2027.675293
	Iteration 0F: 2 clusters Score -454870.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -451292.125000 Penalty: 4055.350586
	Iteration 0F: 3 clusters Score -451292.1 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -451999.593750 Penalty: 4055.350586
	Iteration 1F: 3 clusters Score -451999.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -452172.406250 Penalty: 4055.350586
	Iteration 2F: 3 clusters Score -452172.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -452269.437500 Penalty: 4055.350586
	Iteration 3Q: 3 clusters Score -452269.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -452339.562500 Penalty: 4055.350586
	Iteration 4Q: 3 clusters Score -452339.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -452421.750000 Penalty: 4055.350586
	Iteration 5Q: 3 clusters Score -452421.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -452496.375000 Penalty: 4055.350586
	Iteration 6Q: 3 clusters Score -452496.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -452583.968750 Penalty: 4055.350586
	Iteration 7Q: 3 clusters Score -452584 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -452658.718750 Penalty: 4055.350586
	Iteration 8Q: 3 clusters Score -452658.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -452714.687500 Penalty: 4055.350586
	Iteration 9Q: 3 clusters Score -452714.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -452770.250000 Penalty: 4055.350586
	Iteration 10Q: 3 clusters Score -452770.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -452835.562500 Penalty: 4055.350586
	Iteration 11Q: 3 clusters Score -452835.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -452899.937500 Penalty: 4055.350586
	Iteration 12Q: 3 clusters Score -452899.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -452964.500000 Penalty: 4055.350586
	Iteration 13Q: 3 clusters Score -452964.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -453031.250000 Penalty: 4055.350586
	Iteration 14Q: 3 clusters Score -453031.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -453089.031250 Penalty: 4055.350586
	Iteration 15Q: 3 clusters Score -453089 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -453139.093750 Penalty: 4055.350586
	Iteration 16Q: 3 clusters Score -453139.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -453189.906250 Penalty: 4055.350586
	Iteration 17Q: 3 clusters Score -453189.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -453226.468750 Penalty: 4055.350586
	Iteration 18Q: 3 clusters Score -453226.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -453251.562500 Penalty: 4055.350586
	Iteration 19Q: 3 clusters Score -453251.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -453272.531250 Penalty: 4055.350586
	Iteration 20F: 3 clusters Score -453272.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -453292.343750 Penalty: 4055.350586
	Iteration 21Q: 3 clusters Score -453292.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -453310.500000 Penalty: 4055.350586
	Iteration 22Q: 3 clusters Score -453310.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -453334.593750 Penalty: 4055.350586
	Iteration 23Q: 3 clusters Score -453334.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -453359.125000 Penalty: 4055.350586
	Iteration 24Q: 3 clusters Score -453359.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -453382.000000 Penalty: 4055.350586
	Iteration 25Q: 3 clusters Score -453382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -453396.125000 Penalty: 4055.350586
	Iteration 26Q: 3 clusters Score -453396.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -453404.062500 Penalty: 4055.350586
	Iteration 27Q: 3 clusters Score -453404.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -453411.031250 Penalty: 4055.350586
	Iteration 28Q: 3 clusters Score -453411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -453418.750000 Penalty: 4055.350586
	Iteration 29Q: 3 clusters Score -453418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -453424.000000 Penalty: 4055.350586
	Iteration 30Q: 3 clusters Score -453424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -453428.937500 Penalty: 4055.350586
	Iteration 31Q: 3 clusters Score -453428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -453433.781250 Penalty: 4055.350586
	Iteration 32Q: 3 clusters Score -453433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -453437.781250 Penalty: 4055.350586
	Iteration 33Q: 3 clusters Score -453437.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -453442.000000 Penalty: 4055.350586
	Iteration 34Q: 3 clusters Score -453442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -453447.031250 Penalty: 4055.350586
	Iteration 35Q: 3 clusters Score -453447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -453449.750000 Penalty: 4055.350586
	Iteration 36Q: 3 clusters Score -453449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -453453.906250 Penalty: 4055.350586
	Iteration 37Q: 3 clusters Score -453453.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -453458.968750 Penalty: 4055.350586
	Iteration 38Q: 3 clusters Score -453459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -453464.656250 Penalty: 4055.350586
	Iteration 39Q: 3 clusters Score -453464.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -453469.625000 Penalty: 4055.350586
	Iteration 40F: 3 clusters Score -453469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -453472.937500 Penalty: 4055.350586
	Iteration 41Q: 3 clusters Score -453472.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -453477.218750 Penalty: 4055.350586
	Iteration 42Q: 3 clusters Score -453477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -453481.218750 Penalty: 4055.350586
	Iteration 43Q: 3 clusters Score -453481.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -453484.062500 Penalty: 4055.350586
	Iteration 44Q: 3 clusters Score -453484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -453483.656250 Penalty: 4055.350586
	Iteration 45Q: 3 clusters Score -453483.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -453483.656250 Penalty: 4055.350586
	Iteration 46F: 3 clusters Score -453483.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (192065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192065 members 
Entering Unmasked Estep 
Score: -25807794.000000 Penalty: 3017.066162
	Iteration 0F: 2 clusters Score -2.580779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -25683920.000000 Penalty: 6034.132324
	Iteration 0F: 3 clusters Score -2.568392e+07 nChanged 92487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -25737746.000000 Penalty: 6034.132324
	Iteration 1F: 3 clusters Score -2.573775e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -25738860.000000 Penalty: 6034.132324
	Iteration 2Q: 3 clusters Score -2.573886e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93257 members 
Mstep: Class 2 contains 98808 members 
Entering Unmasked Estep 
Score: -25740432.000000 Penalty: 6034.132324
	Iteration 3Q: 3 clusters Score -2.574043e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 99849 members 
Entering Unmasked Estep 
Score: -25742372.000000 Penalty: 6034.132324
	Iteration 4Q: 3 clusters Score -2.574237e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90699 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -25745130.000000 Penalty: 6034.132324
	Iteration 5Q: 3 clusters Score -2.574513e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -25749202.000000 Penalty: 6034.132324
	Iteration 6Q: 3 clusters Score -2.57492e+07 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 106214 members 
Entering Unmasked Estep 
Score: -25755048.000000 Penalty: 6034.132324
	Iteration 7F: 3 clusters Score -2.575505e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82617 members 
Mstep: Class 2 contains 109448 members 
Entering Unmasked Estep 
Score: -25762596.000000 Penalty: 6034.132324
	Iteration 8F: 3 clusters Score -2.57626e+07 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 112787 members 
Entering Unmasked Estep 
Score: -25770830.000000 Penalty: 6034.132324
	Iteration 9F: 3 clusters Score -2.577083e+07 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -25777790.000000 Penalty: 6034.132324
	Iteration 10F: 3 clusters Score -2.577779e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 117467 members 
Entering Unmasked Estep 
Score: -25782144.000000 Penalty: 6034.132324
	Iteration 11Q: 3 clusters Score -2.578214e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 119237 members 
Entering Unmasked Estep 
Score: -25784146.000000 Penalty: 6034.132324
	Iteration 12Q: 3 clusters Score -2.578415e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 121086 members 
Entering Unmasked Estep 
Score: -25785154.000000 Penalty: 6034.132324
	Iteration 13Q: 3 clusters Score -2.578515e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 122983 members 
Entering Unmasked Estep 
Score: -25785846.000000 Penalty: 6034.132324
	Iteration 14Q: 3 clusters Score -2.578585e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -25786692.000000 Penalty: 6034.132324
	Iteration 15Q: 3 clusters Score -2.578669e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 127042 members 
Entering Unmasked Estep 
Score: -25787330.000000 Penalty: 6034.132324
	Iteration 16Q: 3 clusters Score -2.578733e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 129091 members 
Entering Unmasked Estep 
Score: -25787902.000000 Penalty: 6034.132324
	Iteration 17Q: 3 clusters Score -2.57879e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 131132 members 
Entering Unmasked Estep 
Score: -25788500.000000 Penalty: 6034.132324
	Iteration 18Q: 3 clusters Score -2.57885e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 133220 members 
Entering Unmasked Estep 
Score: -25789132.000000 Penalty: 6034.132324
	Iteration 19Q: 3 clusters Score -2.578913e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 135377 members 
Entering Unmasked Estep 
Score: -25789704.000000 Penalty: 6034.132324
	Iteration 20F: 3 clusters Score -2.57897e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 137575 members 
Entering Unmasked Estep 
Score: -25790190.000000 Penalty: 6034.132324
	Iteration 21Q: 3 clusters Score -2.579019e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 139778 members 
Entering Unmasked Estep 
Score: -25790642.000000 Penalty: 6034.132324
	Iteration 22Q: 3 clusters Score -2.579064e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 142024 members 
Entering Unmasked Estep 
Score: -25791254.000000 Penalty: 6034.132324
	Iteration 23Q: 3 clusters Score -2.579125e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 144387 members 
Entering Unmasked Estep 
Score: -25791822.000000 Penalty: 6034.132324
	Iteration 24Q: 3 clusters Score -2.579182e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 146591 members 
Entering Unmasked Estep 
Score: -25792304.000000 Penalty: 6034.132324
	Iteration 25Q: 3 clusters Score -2.57923e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 148706 members 
Entering Unmasked Estep 
Score: -25792776.000000 Penalty: 6034.132324
	Iteration 26Q: 3 clusters Score -2.579278e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 150681 members 
Entering Unmasked Estep 
Score: -25793132.000000 Penalty: 6034.132324
	Iteration 27Q: 3 clusters Score -2.579313e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 152666 members 
Entering Unmasked Estep 
Score: -25793702.000000 Penalty: 6034.132324
	Iteration 28Q: 3 clusters Score -2.57937e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 154570 members 
Entering Unmasked Estep 
Score: -25794174.000000 Penalty: 6034.132324
	Iteration 29Q: 3 clusters Score -2.579417e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -25794558.000000 Penalty: 6034.132324
	Iteration 30Q: 3 clusters Score -2.579456e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 158250 members 
Entering Unmasked Estep 
Score: -25794990.000000 Penalty: 6034.132324
	Iteration 31Q: 3 clusters Score -2.579499e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -25795488.000000 Penalty: 6034.132324
	Iteration 32Q: 3 clusters Score -2.579549e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 161720 members 
Entering Unmasked Estep 
Score: -25795868.000000 Penalty: 6034.132324
	Iteration 33Q: 3 clusters Score -2.579587e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -25796238.000000 Penalty: 6034.132324
	Iteration 34Q: 3 clusters Score -2.579624e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 165073 members 
Entering Unmasked Estep 
Score: -25796630.000000 Penalty: 6034.132324
	Iteration 35Q: 3 clusters Score -2.579663e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 166724 members 
Entering Unmasked Estep 
Score: -25796932.000000 Penalty: 6034.132324
	Iteration 36Q: 3 clusters Score -2.579693e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 168309 members 
Entering Unmasked Estep 
Score: -25797326.000000 Penalty: 6034.132324
	Iteration 37Q: 3 clusters Score -2.579733e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 169936 members 
Entering Unmasked Estep 
Score: -25797898.000000 Penalty: 6034.132324
	Iteration 38Q: 3 clusters Score -2.57979e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 171530 members 
Entering Unmasked Estep 
Score: -25798396.000000 Penalty: 6034.132324
	Iteration 39Q: 3 clusters Score -2.57984e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 173045 members 
Entering Unmasked Estep 
Score: -25798810.000000 Penalty: 6034.132324
	Iteration 40F: 3 clusters Score -2.579881e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 174560 members 
Entering Unmasked Estep 
Score: -25799326.000000 Penalty: 6034.132324
	Iteration 41Q: 3 clusters Score -2.579933e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 175954 members 
Entering Unmasked Estep 
Score: -25799652.000000 Penalty: 6034.132324
	Iteration 42Q: 3 clusters Score -2.579965e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 177231 members 
Entering Unmasked Estep 
Score: -25800142.000000 Penalty: 6034.132324
	Iteration 43Q: 3 clusters Score -2.580014e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 178435 members 
Entering Unmasked Estep 
Score: -25800530.000000 Penalty: 6034.132324
	Iteration 44Q: 3 clusters Score -2.580053e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 179588 members 
Entering Unmasked Estep 
Score: -25800898.000000 Penalty: 6034.132324
	Iteration 45Q: 3 clusters Score -2.58009e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 180668 members 
Entering Unmasked Estep 
Score: -25801190.000000 Penalty: 6034.132324
	Iteration 46Q: 3 clusters Score -2.580119e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 181680 members 
Entering Unmasked Estep 
Score: -25801604.000000 Penalty: 6034.132324
	Iteration 47Q: 3 clusters Score -2.58016e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 182590 members 
Entering Unmasked Estep 
Score: -25801912.000000 Penalty: 6034.132324
	Iteration 48Q: 3 clusters Score -2.580191e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 183398 members 
Entering Unmasked Estep 
Score: -25802254.000000 Penalty: 6034.132324
	Iteration 49Q: 3 clusters Score -2.580225e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 184195 members 
Entering Unmasked Estep 
Score: -25802592.000000 Penalty: 6034.132324
	Iteration 50Q: 3 clusters Score -2.580259e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 184933 members 
Entering Unmasked Estep 
Score: -25802852.000000 Penalty: 6034.132324
	Iteration 51Q: 3 clusters Score -2.580285e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 185618 members 
Entering Unmasked Estep 
Score: -25803150.000000 Penalty: 6034.132324
	Iteration 52Q: 3 clusters Score -2.580315e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 186224 members 
Entering Unmasked Estep 
Score: -25803382.000000 Penalty: 6034.132324
	Iteration 53Q: 3 clusters Score -2.580338e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 186751 members 
Entering Unmasked Estep 
Score: -25803638.000000 Penalty: 6034.132324
	Iteration 54Q: 3 clusters Score -2.580364e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 187211 members 
Entering Unmasked Estep 
Score: -25803834.000000 Penalty: 6034.132324
	Iteration 55Q: 3 clusters Score -2.580383e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 187596 members 
Entering Unmasked Estep 
Score: -25803986.000000 Penalty: 6034.132324
	Iteration 56Q: 3 clusters Score -2.580399e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 187932 members 
Entering Unmasked Estep 
Score: -25804074.000000 Penalty: 6034.132324
	Iteration 57Q: 3 clusters Score -2.580407e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 188205 members 
Entering Unmasked Estep 
Score: -25804192.000000 Penalty: 6034.132324
	Iteration 58Q: 3 clusters Score -2.580419e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 188434 members 
Entering Unmasked Estep 
Score: -25804386.000000 Penalty: 6034.132324
	Iteration 59Q: 3 clusters Score -2.580439e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 188644 members 
Entering Unmasked Estep 
Score: -25804466.000000 Penalty: 6034.132324
	Iteration 60F: 3 clusters Score -2.580447e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 188851 members 
Entering Unmasked Estep 
Score: -25804572.000000 Penalty: 6034.132324
	Iteration 61Q: 3 clusters Score -2.580457e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 189032 members 
Entering Unmasked Estep 
Score: -25804684.000000 Penalty: 6034.132324
	Iteration 62Q: 3 clusters Score -2.580468e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 189181 members 
Entering Unmasked Estep 
Score: -25804706.000000 Penalty: 6034.132324
	Iteration 63Q: 3 clusters Score -2.580471e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 189320 members 
Entering Unmasked Estep 
Score: -25804758.000000 Penalty: 6034.132324
	Iteration 64Q: 3 clusters Score -2.580476e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 189445 members 
Entering Unmasked Estep 
Score: -25804818.000000 Penalty: 6034.132324
	Iteration 65Q: 3 clusters Score -2.580482e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 189554 members 
Entering Unmasked Estep 
Score: -25804898.000000 Penalty: 6034.132324
	Iteration 66Q: 3 clusters Score -2.58049e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 189645 members 
Entering Unmasked Estep 
Score: -25804914.000000 Penalty: 6034.132324
	Iteration 67Q: 3 clusters Score -2.580491e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 189737 members 
Entering Unmasked Estep 
Score: -25804934.000000 Penalty: 6034.132324
	Iteration 68Q: 3 clusters Score -2.580493e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 189818 members 
Entering Unmasked Estep 
Score: -25804948.000000 Penalty: 6034.132324
	Iteration 69Q: 3 clusters Score -2.580495e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 189873 members 
Entering Unmasked Estep 
Score: -25804964.000000 Penalty: 6034.132324
	Iteration 70Q: 3 clusters Score -2.580496e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 189913 members 
Entering Unmasked Estep 
Score: -25805010.000000 Penalty: 6034.132324
	Iteration 71Q: 3 clusters Score -2.580501e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 189962 members 
Entering Unmasked Estep 
Score: -25805036.000000 Penalty: 6034.132324
	Iteration 72Q: 3 clusters Score -2.580504e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 190008 members 
Entering Unmasked Estep 
Score: -25805024.000000 Penalty: 6034.132324
	Iteration 73Q: 3 clusters Score -2.580502e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 190047 members 
Entering Unmasked Estep 
Score: -25805024.000000 Penalty: 6034.132324
	Iteration 74Q: 3 clusters Score -2.580502e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 190091 members 
Entering Unmasked Estep 
Score: -25805052.000000 Penalty: 6034.132324
	Iteration 75Q: 3 clusters Score -2.580505e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 190128 members 
Entering Unmasked Estep 
Score: -25805070.000000 Penalty: 6034.132324
	Iteration 76Q: 3 clusters Score -2.580507e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 190161 members 
Entering Unmasked Estep 
Score: -25805106.000000 Penalty: 6034.132324
	Iteration 77Q: 3 clusters Score -2.580511e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 190196 members 
Entering Unmasked Estep 
Score: -25805132.000000 Penalty: 6034.132324
	Iteration 78Q: 3 clusters Score -2.580513e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 190224 members 
Entering Unmasked Estep 
Score: -25805156.000000 Penalty: 6034.132324
	Iteration 79Q: 3 clusters Score -2.580516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 190251 members 
Entering Unmasked Estep 
Score: -25805172.000000 Penalty: 6034.132324
	Iteration 80F: 3 clusters Score -2.580517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 190273 members 
Entering Unmasked Estep 
Score: -25805198.000000 Penalty: 6034.132324
	Iteration 81Q: 3 clusters Score -2.58052e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 190286 members 
Entering Unmasked Estep 
Score: -25805194.000000 Penalty: 6034.132324
	Iteration 82Q: 3 clusters Score -2.580519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 190305 members 
Entering Unmasked Estep 
Score: -25805194.000000 Penalty: 6034.132324
	Iteration 83Q: 3 clusters Score -2.580519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 190324 members 
Entering Unmasked Estep 
Score: -25805180.000000 Penalty: 6034.132324
	Iteration 84Q: 3 clusters Score -2.580518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 190335 members 
Entering Unmasked Estep 
Score: -25805200.000000 Penalty: 6034.132324
	Iteration 85Q: 3 clusters Score -2.58052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 190341 members 
Entering Unmasked Estep 
Score: -25805232.000000 Penalty: 6034.132324
	Iteration 86Q: 3 clusters Score -2.580523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 190345 members 
Entering Unmasked Estep 
Score: -25805216.000000 Penalty: 6034.132324
	Iteration 87Q: 3 clusters Score -2.580522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 190349 members 
Entering Unmasked Estep 
Score: -25805204.000000 Penalty: 6034.132324
	Iteration 88Q: 3 clusters Score -2.58052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 190352 members 
Entering Unmasked Estep 
Score: -25805210.000000 Penalty: 6034.132324
	Iteration 89Q: 3 clusters Score -2.580521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 190352 members 
Entering Unmasked Estep 
Score: -25805218.000000 Penalty: 6034.132324
	Iteration 90Q: 3 clusters Score -2.580522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 190355 members 
Entering Unmasked Estep 
Score: -25805224.000000 Penalty: 6034.132324
	Iteration 91Q: 3 clusters Score -2.580522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 190357 members 
Entering Unmasked Estep 
Score: -25805230.000000 Penalty: 6034.132324
	Iteration 92Q: 3 clusters Score -2.580523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 190357 members 
Entering Unmasked Estep 
Score: -25805230.000000 Penalty: 6034.132324
	Iteration 93F: 3 clusters Score -2.580523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -114391.210938 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -114391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112505.132812 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -112505.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112748.382812 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -112748.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112820.617188 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -112820.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112846.476562 Penalty: 3375.088867
	Iteration 3Q: 3 clusters Score -112846.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112864.796875 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -112864.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -112882.375000 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -112882.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -112928.312500 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -112928.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -113059.179688 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -113059.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -113242.453125 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -113242.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113429.023438 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -113429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113511.062500 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -113511.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113558.648438 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -113558.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113589.921875 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -113589.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113618.140625 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -113618.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113638.406250 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -113638.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -113649.882812 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -113649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113657.148438 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -113657.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113665.796875 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -113665.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -113681.312500 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -113681.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -113700.210938 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -113700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -113726.648438 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -113726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113744.226562 Penalty: 3375.088867
	Iteration 21Q: 3 clusters Score -113744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113755.179688 Penalty: 3375.088867
	Iteration 22Q: 3 clusters Score -113755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -113764.398438 Penalty: 3375.088867
	Iteration 23Q: 3 clusters Score -113764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -113774.304688 Penalty: 3375.088867
	Iteration 24Q: 3 clusters Score -113774.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -113784.406250 Penalty: 3375.088867
	Iteration 25Q: 3 clusters Score -113784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -113799.460938 Penalty: 3375.088867
	Iteration 26Q: 3 clusters Score -113799.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -113813.000000 Penalty: 3375.088867
	Iteration 27Q: 3 clusters Score -113813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -113825.351562 Penalty: 3375.088867
	Iteration 28Q: 3 clusters Score -113825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -113838.234375 Penalty: 3375.088867
	Iteration 29Q: 3 clusters Score -113838.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -113853.929688 Penalty: 3375.088867
	Iteration 30Q: 3 clusters Score -113853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -113862.789062 Penalty: 3375.088867
	Iteration 31Q: 3 clusters Score -113862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -113862.789062 Penalty: 3375.088867
	Iteration 32F: 3 clusters Score -113862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Entering Unmasked Estep 
Score: -3151140.000000 Penalty: 2497.091553
	Iteration 0F: 2 clusters Score -3151140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3134879.000000 Penalty: 4994.183105
	Iteration 0F: 3 clusters Score -3134879 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3140553.750000 Penalty: 4994.183105
	Iteration 1F: 3 clusters Score -3140554 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3140953.250000 Penalty: 4994.183105
	Iteration 2Q: 3 clusters Score -3140953 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3141250.000000 Penalty: 4994.183105
	Iteration 3Q: 3 clusters Score -3141250 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3141504.250000 Penalty: 4994.183105
	Iteration 4Q: 3 clusters Score -3141504 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3141723.250000 Penalty: 4994.183105
	Iteration 5Q: 3 clusters Score -3141723 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3141960.500000 Penalty: 4994.183105
	Iteration 6Q: 3 clusters Score -3141960 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3142210.750000 Penalty: 4994.183105
	Iteration 7Q: 3 clusters Score -3142211 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3142500.250000 Penalty: 4994.183105
	Iteration 8Q: 3 clusters Score -3142500 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3142967.750000 Penalty: 4994.183105
	Iteration 9Q: 3 clusters Score -3142968 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3143661.750000 Penalty: 4994.183105
	Iteration 10Q: 3 clusters Score -3143662 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3144571.000000 Penalty: 4994.183105
	Iteration 11F: 3 clusters Score -3144571 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3145665.250000 Penalty: 4994.183105
	Iteration 12F: 3 clusters Score -3145665 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3146735.750000 Penalty: 4994.183105
	Iteration 13F: 3 clusters Score -3146736 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -3147615.250000 Penalty: 4994.183105
	Iteration 14Q: 3 clusters Score -3147615 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -3148186.500000 Penalty: 4994.183105
	Iteration 15Q: 3 clusters Score -3148186 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3148518.750000 Penalty: 4994.183105
	Iteration 16Q: 3 clusters Score -3148519 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3148694.500000 Penalty: 4994.183105
	Iteration 17Q: 3 clusters Score -3148694 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3148806.250000 Penalty: 4994.183105
	Iteration 18Q: 3 clusters Score -3148806 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3148879.000000 Penalty: 4994.183105
	Iteration 19Q: 3 clusters Score -3148879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3148941.500000 Penalty: 4994.183105
	Iteration 20F: 3 clusters Score -3148942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3148979.500000 Penalty: 4994.183105
	Iteration 21Q: 3 clusters Score -3148980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3149009.250000 Penalty: 4994.183105
	Iteration 22Q: 3 clusters Score -3149009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3149025.500000 Penalty: 4994.183105
	Iteration 23Q: 3 clusters Score -3149026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3149039.250000 Penalty: 4994.183105
	Iteration 24Q: 3 clusters Score -3149039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3149048.000000 Penalty: 4994.183105
	Iteration 25Q: 3 clusters Score -3149048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3149054.500000 Penalty: 4994.183105
	Iteration 26Q: 3 clusters Score -3149054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3149069.000000 Penalty: 4994.183105
	Iteration 27Q: 3 clusters Score -3149069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3149068.750000 Penalty: 4994.183105
	Iteration 28Q: 3 clusters Score -3149069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3149074.000000 Penalty: 4994.183105
	Iteration 29Q: 3 clusters Score -3149074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3149070.250000 Penalty: 4994.183105
	Iteration 30Q: 3 clusters Score -3149070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3149070.750000 Penalty: 4994.183105
	Iteration 31Q: 3 clusters Score -3149071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3149074.250000 Penalty: 4994.183105
	Iteration 32Q: 3 clusters Score -3149074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3149074.250000 Penalty: 4994.183105
	Iteration 33F: 3 clusters Score -3149074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (163127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163127 members 
Entering Unmasked Estep 
Score: -21874438.000000 Penalty: 2976.566406
	Iteration 0F: 2 clusters Score -2.187444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -21766622.000000 Penalty: 5953.132812
	Iteration 0F: 3 clusters Score -2.176662e+07 nChanged 78008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -21811758.000000 Penalty: 5953.132812
	Iteration 1F: 3 clusters Score -2.181176e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86293 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -21812788.000000 Penalty: 5953.132812
	Iteration 2Q: 3 clusters Score -2.181279e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -21814326.000000 Penalty: 5953.132812
	Iteration 3Q: 3 clusters Score -2.181433e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -21816808.000000 Penalty: 5953.132812
	Iteration 4Q: 3 clusters Score -2.181681e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99088 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -21820412.000000 Penalty: 5953.132812
	Iteration 5Q: 3 clusters Score -2.182041e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -21825952.000000 Penalty: 5953.132812
	Iteration 6F: 3 clusters Score -2.182595e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117304 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -21834114.000000 Penalty: 5953.132812
	Iteration 7F: 3 clusters Score -2.183411e+07 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128466 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -21843736.000000 Penalty: 5953.132812
	Iteration 8F: 3 clusters Score -2.184374e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138815 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -21852854.000000 Penalty: 5953.132812
	Iteration 9F: 3 clusters Score -2.185285e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147186 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -21859896.000000 Penalty: 5953.132812
	Iteration 10F: 3 clusters Score -2.18599e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153254 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -21864952.000000 Penalty: 5953.132812
	Iteration 11Q: 3 clusters Score -2.186495e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -21868214.000000 Penalty: 5953.132812
	Iteration 12Q: 3 clusters Score -2.186821e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159939 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -21869946.000000 Penalty: 5953.132812
	Iteration 13Q: 3 clusters Score -2.186995e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161237 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -21870910.000000 Penalty: 5953.132812
	Iteration 14Q: 3 clusters Score -2.187091e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161872 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21871380.000000 Penalty: 5953.132812
	Iteration 15Q: 3 clusters Score -2.187138e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162183 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -21871550.000000 Penalty: 5953.132812
	Iteration 16Q: 3 clusters Score -2.187155e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162335 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -21871676.000000 Penalty: 5953.132812
	Iteration 17Q: 3 clusters Score -2.187168e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162432 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -21871744.000000 Penalty: 5953.132812
	Iteration 18Q: 3 clusters Score -2.187174e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162494 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -21871794.000000 Penalty: 5953.132812
	Iteration 19Q: 3 clusters Score -2.187179e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162531 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21871812.000000 Penalty: 5953.132812
	Iteration 20F: 3 clusters Score -2.187181e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162553 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21871824.000000 Penalty: 5953.132812
	Iteration 21Q: 3 clusters Score -2.187182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162566 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -21871836.000000 Penalty: 5953.132812
	Iteration 22Q: 3 clusters Score -2.187184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21871840.000000 Penalty: 5953.132812
	Iteration 23Q: 3 clusters Score -2.187184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162586 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21871852.000000 Penalty: 5953.132812
	Iteration 24Q: 3 clusters Score -2.187185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162596 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -21871862.000000 Penalty: 5953.132812
	Iteration 25Q: 3 clusters Score -2.187186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162600 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -21871868.000000 Penalty: 5953.132812
	Iteration 26Q: 3 clusters Score -2.187187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162607 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21871860.000000 Penalty: 5953.132812
	Iteration 27Q: 3 clusters Score -2.187186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162607 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21871868.000000 Penalty: 5953.132812
	Iteration 28Q: 3 clusters Score -2.187187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162610 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -21871878.000000 Penalty: 5953.132812
	Iteration 29Q: 3 clusters Score -2.187188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162610 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -21871886.000000 Penalty: 5953.132812
	Iteration 30Q: 3 clusters Score -2.187189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162615 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -21871884.000000 Penalty: 5953.132812
	Iteration 31Q: 3 clusters Score -2.187188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162618 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -21871888.000000 Penalty: 5953.132812
	Iteration 32Q: 3 clusters Score -2.187189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162623 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -21871886.000000 Penalty: 5953.132812
	Iteration 33Q: 3 clusters Score -2.187189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162622 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -21871900.000000 Penalty: 5953.132812
	Iteration 34Q: 3 clusters Score -2.18719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162622 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -21871900.000000 Penalty: 5953.132812
	Iteration 35F: 3 clusters Score -2.18719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -160860.125000 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -160860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158680.843750 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -158680.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -159131.000000 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -159131 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -159390.046875 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -159390 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159724.078125 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -159724.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -160211.484375 Penalty: 3566.201416
	Iteration 4F: 3 clusters Score -160211.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -160680.890625 Penalty: 3566.201416
	Iteration 5F: 3 clusters Score -160680.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -160949.421875 Penalty: 3566.201416
	Iteration 6F: 3 clusters Score -160949.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -161032.234375 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -161032.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -161062.500000 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -161062.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -161089.921875 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -161089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -161127.734375 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -161127.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -161164.390625 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -161164.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -161181.656250 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -161181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -161194.218750 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -161194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -161203.609375 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -161203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -161208.109375 Penalty: 3566.201416
	Iteration 15Q: 3 clusters Score -161208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -161216.843750 Penalty: 3566.201416
	Iteration 16Q: 3 clusters Score -161216.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -161245.031250 Penalty: 3566.201416
	Iteration 17Q: 3 clusters Score -161245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161291.265625 Penalty: 3566.201416
	Iteration 18Q: 3 clusters Score -161291.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -161353.359375 Penalty: 3566.201416
	Iteration 19Q: 3 clusters Score -161353.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -161388.375000 Penalty: 3566.201416
	Iteration 20F: 3 clusters Score -161388.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -161411.687500 Penalty: 3566.201416
	Iteration 21Q: 3 clusters Score -161411.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -161427.296875 Penalty: 3566.201416
	Iteration 22Q: 3 clusters Score -161427.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -161434.937500 Penalty: 3566.201416
	Iteration 23Q: 3 clusters Score -161434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -161434.937500 Penalty: 3566.201416
	Iteration 24F: 3 clusters Score -161434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187908 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44017 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192065 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 163127 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 196437 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37385 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
Score: -144349328.000000 Penalty: 68977.492188
Splitting cluster 15 changes total score from -144350480.000000 to -144349328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (196437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196437 members 
Entering Unmasked Estep 
Score: -26290982.000000 Penalty: 3022.647949
	Iteration 0F: 2 clusters Score -2.629098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98579 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -26164436.000000 Penalty: 6045.295898
	Iteration 0F: 3 clusters Score -2.616444e+07 nChanged 94099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103054 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -26219876.000000 Penalty: 6045.295898
	Iteration 1F: 3 clusters Score -2.621988e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -26221144.000000 Penalty: 6045.295898
	Iteration 2Q: 3 clusters Score -2.622114e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110174 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -26222842.000000 Penalty: 6045.295898
	Iteration 3Q: 3 clusters Score -2.622284e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116875 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -26226340.000000 Penalty: 6045.295898
	Iteration 4Q: 3 clusters Score -2.622634e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126723 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -26231946.000000 Penalty: 6045.295898
	Iteration 5F: 3 clusters Score -2.623195e+07 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140184 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -26241470.000000 Penalty: 6045.295898
	Iteration 6F: 3 clusters Score -2.624147e+07 nChanged 16312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156430 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -26254672.000000 Penalty: 6045.295898
	Iteration 7F: 3 clusters Score -2.625467e+07 nChanged 15856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172264 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -26268038.000000 Penalty: 6045.295898
	Iteration 8F: 3 clusters Score -2.626804e+07 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184022 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -26278224.000000 Penalty: 6045.295898
	Iteration 9F: 3 clusters Score -2.627822e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190775 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -26283900.000000 Penalty: 6045.295898
	Iteration 10Q: 3 clusters Score -2.62839e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194062 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -26286482.000000 Penalty: 6045.295898
	Iteration 11Q: 3 clusters Score -2.628648e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195383 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -26287650.000000 Penalty: 6045.295898
	Iteration 12Q: 3 clusters Score -2.628765e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195832 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -26288058.000000 Penalty: 6045.295898
	Iteration 13Q: 3 clusters Score -2.628806e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196009 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -26288174.000000 Penalty: 6045.295898
	Iteration 14Q: 3 clusters Score -2.628817e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196066 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -26288214.000000 Penalty: 6045.295898
	Iteration 15Q: 3 clusters Score -2.628821e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196093 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26288270.000000 Penalty: 6045.295898
	Iteration 16Q: 3 clusters Score -2.628827e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196114 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26288314.000000 Penalty: 6045.295898
	Iteration 17Q: 3 clusters Score -2.628831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196125 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26288332.000000 Penalty: 6045.295898
	Iteration 18Q: 3 clusters Score -2.628833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196135 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26288374.000000 Penalty: 6045.295898
	Iteration 19Q: 3 clusters Score -2.628837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196137 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26288404.000000 Penalty: 6045.295898
	Iteration 20F: 3 clusters Score -2.62884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196137 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26288400.000000 Penalty: 6045.295898
	Iteration 21Q: 3 clusters Score -2.62884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196141 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26288402.000000 Penalty: 6045.295898
	Iteration 22Q: 3 clusters Score -2.62884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196141 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26288412.000000 Penalty: 6045.295898
	Iteration 23Q: 3 clusters Score -2.628841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196142 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26288418.000000 Penalty: 6045.295898
	Iteration 24Q: 3 clusters Score -2.628842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196144 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26288408.000000 Penalty: 6045.295898
	Iteration 25Q: 3 clusters Score -2.628841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196144 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26288408.000000 Penalty: 6045.295898
	Iteration 26F: 3 clusters Score -2.628841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (171035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171035 members 
Entering Unmasked Estep 
Score: -23065352.000000 Penalty: 2988.306641
	Iteration 0F: 2 clusters Score -2.306535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85721 members 
Mstep: Class 2 contains 85314 members 
Entering Unmasked Estep 
Score: -22954670.000000 Penalty: 5976.613281
	Iteration 0F: 3 clusters Score -2.295467e+07 nChanged 81747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89456 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -23002526.000000 Penalty: 5976.613281
	Iteration 1F: 3 clusters Score -2.300253e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -23003778.000000 Penalty: 5976.613281
	Iteration 2Q: 3 clusters Score -2.300378e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -23005676.000000 Penalty: 5976.613281
	Iteration 3Q: 3 clusters Score -2.300568e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103463 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -23009104.000000 Penalty: 5976.613281
	Iteration 4Q: 3 clusters Score -2.30091e+07 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112930 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -23015294.000000 Penalty: 5976.613281
	Iteration 5F: 3 clusters Score -2.301529e+07 nChanged 13227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125381 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -23024942.000000 Penalty: 5976.613281
	Iteration 6F: 3 clusters Score -2.302494e+07 nChanged 14425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139316 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -23037288.000000 Penalty: 5976.613281
	Iteration 7F: 3 clusters Score -2.303729e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151988 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -23049140.000000 Penalty: 5976.613281
	Iteration 8F: 3 clusters Score -2.304914e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160682 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -23056846.000000 Penalty: 5976.613281
	Iteration 9F: 3 clusters Score -2.305685e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165606 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -23060524.000000 Penalty: 5976.613281
	Iteration 10Q: 3 clusters Score -2.306052e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -23061778.000000 Penalty: 5976.613281
	Iteration 11Q: 3 clusters Score -2.306178e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169127 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -23062432.000000 Penalty: 5976.613281
	Iteration 12Q: 3 clusters Score -2.306243e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169641 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -23062724.000000 Penalty: 5976.613281
	Iteration 13Q: 3 clusters Score -2.306272e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23062932.000000 Penalty: 5976.613281
	Iteration 14Q: 3 clusters Score -2.306293e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170017 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -23062986.000000 Penalty: 5976.613281
	Iteration 15Q: 3 clusters Score -2.306299e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170094 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -23063044.000000 Penalty: 5976.613281
	Iteration 16Q: 3 clusters Score -2.306304e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170157 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -23063080.000000 Penalty: 5976.613281
	Iteration 17Q: 3 clusters Score -2.306308e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170188 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23063096.000000 Penalty: 5976.613281
	Iteration 18Q: 3 clusters Score -2.30631e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170219 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23063112.000000 Penalty: 5976.613281
	Iteration 19Q: 3 clusters Score -2.306311e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170236 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -23063138.000000 Penalty: 5976.613281
	Iteration 20F: 3 clusters Score -2.306314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170246 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -23063162.000000 Penalty: 5976.613281
	Iteration 21Q: 3 clusters Score -2.306316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170254 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -23063204.000000 Penalty: 5976.613281
	Iteration 22Q: 3 clusters Score -2.30632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170265 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -23063210.000000 Penalty: 5976.613281
	Iteration 23Q: 3 clusters Score -2.306321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170275 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -23063216.000000 Penalty: 5976.613281
	Iteration 24Q: 3 clusters Score -2.306322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170285 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -23063210.000000 Penalty: 5976.613281
	Iteration 25Q: 3 clusters Score -2.306321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170290 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -23063194.000000 Penalty: 5976.613281
	Iteration 26Q: 3 clusters Score -2.306319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -23063198.000000 Penalty: 5976.613281
	Iteration 27Q: 3 clusters Score -2.30632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170290 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -23063212.000000 Penalty: 5976.613281
	Iteration 28Q: 3 clusters Score -2.306321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170292 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -23063216.000000 Penalty: 5976.613281
	Iteration 29Q: 3 clusters Score -2.306322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170292 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -23063222.000000 Penalty: 5976.613281
	Iteration 30Q: 3 clusters Score -2.306322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170292 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -23063222.000000 Penalty: 5976.613281
	Iteration 31F: 3 clusters Score -2.306322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Entering Unmasked Estep 
Score: -5053976.000000 Penalty: 2611.198242
	Iteration 0F: 2 clusters Score -5053976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -5028485.500000 Penalty: 5222.396484
	Iteration 0F: 3 clusters Score -5028486 nChanged 17082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -5038399.000000 Penalty: 5222.396484
	Iteration 1F: 3 clusters Score -5038399 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5039329.000000 Penalty: 5222.396484
	Iteration 2F: 3 clusters Score -5039329 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5040301.000000 Penalty: 5222.396484
	Iteration 3F: 3 clusters Score -5040301 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -5041424.000000 Penalty: 5222.396484
	Iteration 4F: 3 clusters Score -5041424 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -5042849.500000 Penalty: 5222.396484
	Iteration 5F: 3 clusters Score -5042850 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5044625.000000 Penalty: 5222.396484
	Iteration 6F: 3 clusters Score -5044625 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -5046617.500000 Penalty: 5222.396484
	Iteration 7F: 3 clusters Score -5046618 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5048267.500000 Penalty: 5222.396484
	Iteration 8F: 3 clusters Score -5048268 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -5049227.000000 Penalty: 5222.396484
	Iteration 9Q: 3 clusters Score -5049227 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -5049760.000000 Penalty: 5222.396484
	Iteration 10Q: 3 clusters Score -5049760 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -5050059.500000 Penalty: 5222.396484
	Iteration 11Q: 3 clusters Score -5050060 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -5050264.000000 Penalty: 5222.396484
	Iteration 12Q: 3 clusters Score -5050264 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -5050452.500000 Penalty: 5222.396484
	Iteration 13Q: 3 clusters Score -5050452 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -5050614.000000 Penalty: 5222.396484
	Iteration 14Q: 3 clusters Score -5050614 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -5050812.000000 Penalty: 5222.396484
	Iteration 15Q: 3 clusters Score -5050812 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -5050936.000000 Penalty: 5222.396484
	Iteration 16Q: 3 clusters Score -5050936 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -5051038.000000 Penalty: 5222.396484
	Iteration 17Q: 3 clusters Score -5051038 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -5051143.500000 Penalty: 5222.396484
	Iteration 18Q: 3 clusters Score -5051144 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -5051252.000000 Penalty: 5222.396484
	Iteration 19Q: 3 clusters Score -5051252 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -5051328.500000 Penalty: 5222.396484
	Iteration 20F: 3 clusters Score -5051328 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -5051424.500000 Penalty: 5222.396484
	Iteration 21Q: 3 clusters Score -5051424 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -5051490.500000 Penalty: 5222.396484
	Iteration 22Q: 3 clusters Score -5051490 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -5051542.500000 Penalty: 5222.396484
	Iteration 23Q: 3 clusters Score -5051542 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -5051602.500000 Penalty: 5222.396484
	Iteration 24Q: 3 clusters Score -5051602 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -5051644.000000 Penalty: 5222.396484
	Iteration 25Q: 3 clusters Score -5051644 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -5051729.500000 Penalty: 5222.396484
	Iteration 26Q: 3 clusters Score -5051730 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -5051793.000000 Penalty: 5222.396484
	Iteration 27Q: 3 clusters Score -5051793 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5051846.000000 Penalty: 5222.396484
	Iteration 28Q: 3 clusters Score -5051846 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5051886.500000 Penalty: 5222.396484
	Iteration 29Q: 3 clusters Score -5051886 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -5051935.000000 Penalty: 5222.396484
	Iteration 30Q: 3 clusters Score -5051935 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -5051992.500000 Penalty: 5222.396484
	Iteration 31Q: 3 clusters Score -5051992 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5052023.000000 Penalty: 5222.396484
	Iteration 32Q: 3 clusters Score -5052023 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5052040.000000 Penalty: 5222.396484
	Iteration 33Q: 3 clusters Score -5052040 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5052067.500000 Penalty: 5222.396484
	Iteration 34Q: 3 clusters Score -5052068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5052073.500000 Penalty: 5222.396484
	Iteration 35Q: 3 clusters Score -5052074 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -5052095.500000 Penalty: 5222.396484
	Iteration 36Q: 3 clusters Score -5052096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5052113.000000 Penalty: 5222.396484
	Iteration 37Q: 3 clusters Score -5052113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5052134.500000 Penalty: 5222.396484
	Iteration 38Q: 3 clusters Score -5052134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5052140.000000 Penalty: 5222.396484
	Iteration 39Q: 3 clusters Score -5052140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5052169.500000 Penalty: 5222.396484
	Iteration 40F: 3 clusters Score -5052170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5052175.500000 Penalty: 5222.396484
	Iteration 41Q: 3 clusters Score -5052176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5052180.000000 Penalty: 5222.396484
	Iteration 42Q: 3 clusters Score -5052180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5052189.000000 Penalty: 5222.396484
	Iteration 43Q: 3 clusters Score -5052189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5052218.000000 Penalty: 5222.396484
	Iteration 44Q: 3 clusters Score -5052218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5052243.000000 Penalty: 5222.396484
	Iteration 45Q: 3 clusters Score -5052243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5052240.000000 Penalty: 5222.396484
	Iteration 46Q: 3 clusters Score -5052240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5052241.500000 Penalty: 5222.396484
	Iteration 47Q: 3 clusters Score -5052242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5052242.500000 Penalty: 5222.396484
	Iteration 48Q: 3 clusters Score -5052242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5052264.500000 Penalty: 5222.396484
	Iteration 49Q: 3 clusters Score -5052264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5052269.500000 Penalty: 5222.396484
	Iteration 50Q: 3 clusters Score -5052270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5052275.500000 Penalty: 5222.396484
	Iteration 51Q: 3 clusters Score -5052276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5052281.500000 Penalty: 5222.396484
	Iteration 52Q: 3 clusters Score -5052282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5052285.000000 Penalty: 5222.396484
	Iteration 53Q: 3 clusters Score -5052285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5052292.000000 Penalty: 5222.396484
	Iteration 54Q: 3 clusters Score -5052292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5052299.000000 Penalty: 5222.396484
	Iteration 55Q: 3 clusters Score -5052299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5052300.000000 Penalty: 5222.396484
	Iteration 56Q: 3 clusters Score -5052300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5052299.000000 Penalty: 5222.396484
	Iteration 57Q: 3 clusters Score -5052299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5052301.000000 Penalty: 5222.396484
	Iteration 58Q: 3 clusters Score -5052301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5052304.500000 Penalty: 5222.396484
	Iteration 59Q: 3 clusters Score -5052304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5052312.000000 Penalty: 5222.396484
	Iteration 60F: 3 clusters Score -5052312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5052313.000000 Penalty: 5222.396484
	Iteration 61Q: 3 clusters Score -5052313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5052314.000000 Penalty: 5222.396484
	Iteration 62Q: 3 clusters Score -5052314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5052313.500000 Penalty: 5222.396484
	Iteration 63Q: 3 clusters Score -5052314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5052303.500000 Penalty: 5222.396484
	Iteration 64Q: 3 clusters Score -5052304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5052308.500000 Penalty: 5222.396484
	Iteration 65Q: 3 clusters Score -5052308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5052317.500000 Penalty: 5222.396484
	Iteration 66Q: 3 clusters Score -5052318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5052312.500000 Penalty: 5222.396484
	Iteration 67Q: 3 clusters Score -5052312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5052320.500000 Penalty: 5222.396484
	Iteration 68Q: 3 clusters Score -5052320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5052309.000000 Penalty: 5222.396484
	Iteration 69Q: 3 clusters Score -5052309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5052312.500000 Penalty: 5222.396484
	Iteration 70Q: 3 clusters Score -5052312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5052314.500000 Penalty: 5222.396484
	Iteration 71Q: 3 clusters Score -5052314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5052320.000000 Penalty: 5222.396484
	Iteration 72Q: 3 clusters Score -5052320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5052318.500000 Penalty: 5222.396484
	Iteration 73Q: 3 clusters Score -5052318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5052316.500000 Penalty: 5222.396484
	Iteration 74Q: 3 clusters Score -5052316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5052318.000000 Penalty: 5222.396484
	Iteration 75Q: 3 clusters Score -5052318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5052322.000000 Penalty: 5222.396484
	Iteration 76Q: 3 clusters Score -5052322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5052325.000000 Penalty: 5222.396484
	Iteration 77Q: 3 clusters Score -5052325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5052326.000000 Penalty: 5222.396484
	Iteration 78Q: 3 clusters Score -5052326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5052329.000000 Penalty: 5222.396484
	Iteration 79Q: 3 clusters Score -5052329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5052324.000000 Penalty: 5222.396484
	Iteration 80F: 3 clusters Score -5052324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5052324.000000 Penalty: 5222.396484
	Iteration 81Q: 3 clusters Score -5052324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5052323.000000 Penalty: 5222.396484
	Iteration 82Q: 3 clusters Score -5052323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5052323.000000 Penalty: 5222.396484
	Iteration 83F: 3 clusters Score -5052323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Entering Unmasked Estep 
Score: -802229.312500 Penalty: 2152.385010
	Iteration 0F: 2 clusters Score -802229.3 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 2953 members 
Entering Unmasked Estep 
Score: -797200.375000 Penalty: 4304.770020
	Iteration 0F: 3 clusters Score -797200.4 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -798508.875000 Penalty: 4304.770020
	Iteration 1F: 3 clusters Score -798508.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -798808.812500 Penalty: 4304.770020
	Iteration 2F: 3 clusters Score -798808.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -799010.000000 Penalty: 4304.770020
	Iteration 3F: 3 clusters Score -799010 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -799176.250000 Penalty: 4304.770020
	Iteration 4Q: 3 clusters Score -799176.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -799309.000000 Penalty: 4304.770020
	Iteration 5Q: 3 clusters Score -799309 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -799401.562500 Penalty: 4304.770020
	Iteration 6Q: 3 clusters Score -799401.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -799476.250000 Penalty: 4304.770020
	Iteration 7Q: 3 clusters Score -799476.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -799545.875000 Penalty: 4304.770020
	Iteration 8Q: 3 clusters Score -799545.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -799616.250000 Penalty: 4304.770020
	Iteration 9Q: 3 clusters Score -799616.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -799684.937500 Penalty: 4304.770020
	Iteration 10Q: 3 clusters Score -799684.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -799758.812500 Penalty: 4304.770020
	Iteration 11Q: 3 clusters Score -799758.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -799827.000000 Penalty: 4304.770020
	Iteration 12Q: 3 clusters Score -799827 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -799899.000000 Penalty: 4304.770020
	Iteration 13Q: 3 clusters Score -799899 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -799978.187500 Penalty: 4304.770020
	Iteration 14Q: 3 clusters Score -799978.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -800041.875000 Penalty: 4304.770020
	Iteration 15Q: 3 clusters Score -800041.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -800090.875000 Penalty: 4304.770020
	Iteration 16Q: 3 clusters Score -800090.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -800131.000000 Penalty: 4304.770020
	Iteration 17Q: 3 clusters Score -800131 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -800181.875000 Penalty: 4304.770020
	Iteration 18Q: 3 clusters Score -800181.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -800222.000000 Penalty: 4304.770020
	Iteration 19Q: 3 clusters Score -800222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -800256.375000 Penalty: 4304.770020
	Iteration 20F: 3 clusters Score -800256.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -800284.312500 Penalty: 4304.770020
	Iteration 21Q: 3 clusters Score -800284.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -800309.937500 Penalty: 4304.770020
	Iteration 22Q: 3 clusters Score -800309.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -800326.312500 Penalty: 4304.770020
	Iteration 23Q: 3 clusters Score -800326.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -800347.062500 Penalty: 4304.770020
	Iteration 24Q: 3 clusters Score -800347.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -800363.187500 Penalty: 4304.770020
	Iteration 25Q: 3 clusters Score -800363.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -800377.625000 Penalty: 4304.770020
	Iteration 26Q: 3 clusters Score -800377.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -800397.250000 Penalty: 4304.770020
	Iteration 27Q: 3 clusters Score -800397.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -800420.125000 Penalty: 4304.770020
	Iteration 28Q: 3 clusters Score -800420.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -800442.437500 Penalty: 4304.770020
	Iteration 29Q: 3 clusters Score -800442.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -800469.187500 Penalty: 4304.770020
	Iteration 30Q: 3 clusters Score -800469.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -800489.812500 Penalty: 4304.770020
	Iteration 31Q: 3 clusters Score -800489.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -800500.375000 Penalty: 4304.770020
	Iteration 32Q: 3 clusters Score -800500.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -800511.000000 Penalty: 4304.770020
	Iteration 33Q: 3 clusters Score -800511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -800531.625000 Penalty: 4304.770020
	Iteration 34Q: 3 clusters Score -800531.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -800543.875000 Penalty: 4304.770020
	Iteration 35Q: 3 clusters Score -800543.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -800553.937500 Penalty: 4304.770020
	Iteration 36Q: 3 clusters Score -800553.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -800563.312500 Penalty: 4304.770020
	Iteration 37Q: 3 clusters Score -800563.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -800567.062500 Penalty: 4304.770020
	Iteration 38Q: 3 clusters Score -800567.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -800570.187500 Penalty: 4304.770020
	Iteration 39Q: 3 clusters Score -800570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -800573.937500 Penalty: 4304.770020
	Iteration 40F: 3 clusters Score -800573.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -800577.812500 Penalty: 4304.770020
	Iteration 41Q: 3 clusters Score -800577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -800578.687500 Penalty: 4304.770020
	Iteration 42Q: 3 clusters Score -800578.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -800579.937500 Penalty: 4304.770020
	Iteration 43Q: 3 clusters Score -800579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -800582.062500 Penalty: 4304.770020
	Iteration 44Q: 3 clusters Score -800582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -800584.000000 Penalty: 4304.770020
	Iteration 45Q: 3 clusters Score -800584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -800587.375000 Penalty: 4304.770020
	Iteration 46Q: 3 clusters Score -800587.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -800591.812500 Penalty: 4304.770020
	Iteration 47Q: 3 clusters Score -800591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -800591.437500 Penalty: 4304.770020
	Iteration 48Q: 3 clusters Score -800591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -800592.625000 Penalty: 4304.770020
	Iteration 49Q: 3 clusters Score -800592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -800592.625000 Penalty: 4304.770020
	Iteration 50F: 3 clusters Score -800592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187908 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44017 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192065 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 163127 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196437 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37385 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350448.000000 Penalty: 65528.617188
Iteration 359Q: 20 clusters Score -1.443504e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187909 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192066 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 163126 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196437 members 
Mstep: Class 18 contains 171034 members 
Mstep: Class 21 contains 37384 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350416.000000 Penalty: 65528.617188
Iteration 360F: 20 clusters Score -1.443504e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187909 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44019 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192067 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 163122 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196438 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37383 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350400.000000 Penalty: 65528.617188
Iteration 361Q: 20 clusters Score -1.443504e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187906 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44019 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192067 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 163124 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196441 members 
Mstep: Class 18 contains 171034 members 
Mstep: Class 21 contains 37382 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350416.000000 Penalty: 65528.617188
Iteration 362Q: 20 clusters Score -1.443504e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187906 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192067 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 163125 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196440 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37382 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350432.000000 Penalty: 65528.617188
Iteration 363Q: 20 clusters Score -1.443504e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187906 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192069 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 163124 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196440 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37381 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350432.000000 Penalty: 65528.617188
Iteration 364Q: 20 clusters Score -1.443504e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192071 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 163122 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196441 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37379 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350384.000000 Penalty: 65528.617188
Iteration 365Q: 20 clusters Score -1.443504e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192073 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163122 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196440 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37377 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350400.000000 Penalty: 65528.617188
Iteration 366Q: 20 clusters Score -1.443504e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187905 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192073 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163124 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196440 members 
Mstep: Class 18 contains 171036 members 
Mstep: Class 21 contains 37376 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350384.000000 Penalty: 65528.617188
Iteration 367Q: 20 clusters Score -1.443504e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187904 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44017 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192069 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163127 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196442 members 
Mstep: Class 18 contains 171037 members 
Mstep: Class 21 contains 37376 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350416.000000 Penalty: 65528.617188
Iteration 368Q: 20 clusters Score -1.443504e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187904 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192066 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163132 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196443 members 
Mstep: Class 18 contains 171036 members 
Mstep: Class 21 contains 37376 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350464.000000 Penalty: 65528.617188
Iteration 369Q: 20 clusters Score -1.443505e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187902 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192066 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163134 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196444 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37376 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350368.000000 Penalty: 65528.617188
Iteration 370Q: 20 clusters Score -1.443504e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192066 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163135 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196444 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37376 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350384.000000 Penalty: 65528.617188
Iteration 371Q: 20 clusters Score -1.443504e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192066 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163134 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196446 members 
Mstep: Class 18 contains 171035 members 
Mstep: Class 21 contains 37375 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350368.000000 Penalty: 65528.617188
Iteration 372Q: 20 clusters Score -1.443504e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192067 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163133 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196447 members 
Mstep: Class 18 contains 171034 members 
Mstep: Class 21 contains 37375 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350384.000000 Penalty: 65528.617188
Iteration 373Q: 20 clusters Score -1.443504e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192068 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163133 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196446 members 
Mstep: Class 18 contains 171034 members 
Mstep: Class 21 contains 37375 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350384.000000 Penalty: 65528.617188
Iteration 374Q: 20 clusters Score -1.443504e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192069 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163133 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196445 members 
Mstep: Class 18 contains 171034 members 
Mstep: Class 21 contains 37375 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350400.000000 Penalty: 65528.617188
Iteration 375Q: 20 clusters Score -1.443504e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192069 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163134 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196444 members 
Mstep: Class 18 contains 171034 members 
Mstep: Class 21 contains 37375 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350432.000000 Penalty: 65528.617188
Iteration 376Q: 20 clusters Score -1.443504e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192069 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163134 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 17 contains 196444 members 
Mstep: Class 18 contains 171034 members 
Mstep: Class 21 contains 37375 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144350432.000000 Penalty: 65528.617188
Iteration 377F: 20 clusters Score -1.443504e+08 nChanged 0
Entering ConstructFrom: 
Score: -144350432.000000 Penalty: 65528.617188
Entering ConstructFrom: 
Trying to split cluster 1 (187901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187901 members 
Entering Unmasked Estep 
Score: -25177102.000000 Penalty: 3011.630127
	Iteration 0F: 2 clusters Score -2.51771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94058 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -25055576.000000 Penalty: 6023.260254
	Iteration 0F: 3 clusters Score -2.505558e+07 nChanged 90765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -25108468.000000 Penalty: 6023.260254
	Iteration 1F: 3 clusters Score -2.510847e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -25109620.000000 Penalty: 6023.260254
	Iteration 2Q: 3 clusters Score -2.510962e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105199 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -25111198.000000 Penalty: 6023.260254
	Iteration 3Q: 3 clusters Score -2.51112e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -25113656.000000 Penalty: 6023.260254
	Iteration 4Q: 3 clusters Score -2.511366e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120429 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -25118188.000000 Penalty: 6023.260254
	Iteration 5F: 3 clusters Score -2.511819e+07 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132962 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -25126270.000000 Penalty: 6023.260254
	Iteration 6F: 3 clusters Score -2.512627e+07 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148878 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -25139928.000000 Penalty: 6023.260254
	Iteration 7F: 3 clusters Score -2.513993e+07 nChanged 16943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165795 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -25155884.000000 Penalty: 6023.260254
	Iteration 8F: 3 clusters Score -2.515588e+07 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178571 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -25167356.000000 Penalty: 6023.260254
	Iteration 9F: 3 clusters Score -2.516736e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184811 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -25172272.000000 Penalty: 6023.260254
	Iteration 10Q: 3 clusters Score -2.517227e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186856 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -25173620.000000 Penalty: 6023.260254
	Iteration 11Q: 3 clusters Score -2.517362e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187425 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -25174132.000000 Penalty: 6023.260254
	Iteration 12Q: 3 clusters Score -2.517413e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187570 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25174312.000000 Penalty: 6023.260254
	Iteration 13Q: 3 clusters Score -2.517431e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187609 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25174374.000000 Penalty: 6023.260254
	Iteration 14Q: 3 clusters Score -2.517437e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187623 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -25174410.000000 Penalty: 6023.260254
	Iteration 15Q: 3 clusters Score -2.517441e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187635 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25174452.000000 Penalty: 6023.260254
	Iteration 16Q: 3 clusters Score -2.517445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187643 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25174446.000000 Penalty: 6023.260254
	Iteration 17Q: 3 clusters Score -2.517445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187647 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25174478.000000 Penalty: 6023.260254
	Iteration 18Q: 3 clusters Score -2.517448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187651 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25174480.000000 Penalty: 6023.260254
	Iteration 19Q: 3 clusters Score -2.517448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187655 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25174452.000000 Penalty: 6023.260254
	Iteration 20F: 3 clusters Score -2.517445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187657 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25174460.000000 Penalty: 6023.260254
	Iteration 21Q: 3 clusters Score -2.517446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187658 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25174478.000000 Penalty: 6023.260254
	Iteration 22Q: 3 clusters Score -2.517448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187658 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25174478.000000 Penalty: 6023.260254
	Iteration 23F: 3 clusters Score -2.517448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Entering Unmasked Estep 
Score: -5510102.500000 Penalty: 2632.188477
	Iteration 0F: 2 clusters Score -5510102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -5482660.000000 Penalty: 5264.376953
	Iteration 0F: 3 clusters Score -5482660 nChanged 18562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -5492739.000000 Penalty: 5264.376953
	Iteration 1F: 3 clusters Score -5492739 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -5493461.000000 Penalty: 5264.376953
	Iteration 2Q: 3 clusters Score -5493461 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -5494413.500000 Penalty: 5264.376953
	Iteration 3F: 3 clusters Score -5494414 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -5495731.000000 Penalty: 5264.376953
	Iteration 4F: 3 clusters Score -5495731 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -5497778.000000 Penalty: 5264.376953
	Iteration 5F: 3 clusters Score -5497778 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -5500635.000000 Penalty: 5264.376953
	Iteration 6F: 3 clusters Score -5500635 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -5503668.000000 Penalty: 5264.376953
	Iteration 7F: 3 clusters Score -5503668 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5506064.500000 Penalty: 5264.376953
	Iteration 8F: 3 clusters Score -5506064 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5507254.500000 Penalty: 5264.376953
	Iteration 9Q: 3 clusters Score -5507254 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5507665.000000 Penalty: 5264.376953
	Iteration 10Q: 3 clusters Score -5507665 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5507883.000000 Penalty: 5264.376953
	Iteration 11Q: 3 clusters Score -5507883 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5507988.500000 Penalty: 5264.376953
	Iteration 12Q: 3 clusters Score -5507988 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -5508075.500000 Penalty: 5264.376953
	Iteration 13Q: 3 clusters Score -5508076 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5508116.500000 Penalty: 5264.376953
	Iteration 14Q: 3 clusters Score -5508116 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5508159.000000 Penalty: 5264.376953
	Iteration 15Q: 3 clusters Score -5508159 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5508192.500000 Penalty: 5264.376953
	Iteration 16Q: 3 clusters Score -5508192 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5508214.000000 Penalty: 5264.376953
	Iteration 17Q: 3 clusters Score -5508214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5508218.000000 Penalty: 5264.376953
	Iteration 18Q: 3 clusters Score -5508218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5508241.000000 Penalty: 5264.376953
	Iteration 19Q: 3 clusters Score -5508241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5508255.500000 Penalty: 5264.376953
	Iteration 20F: 3 clusters Score -5508256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5508252.500000 Penalty: 5264.376953
	Iteration 21Q: 3 clusters Score -5508252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5508251.000000 Penalty: 5264.376953
	Iteration 22Q: 3 clusters Score -5508251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5508268.000000 Penalty: 5264.376953
	Iteration 23Q: 3 clusters Score -5508268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5508255.000000 Penalty: 5264.376953
	Iteration 24Q: 3 clusters Score -5508255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5508263.000000 Penalty: 5264.376953
	Iteration 25Q: 3 clusters Score -5508263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5508275.000000 Penalty: 5264.376953
	Iteration 26Q: 3 clusters Score -5508275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5508286.500000 Penalty: 5264.376953
	Iteration 27Q: 3 clusters Score -5508286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5508283.000000 Penalty: 5264.376953
	Iteration 28Q: 3 clusters Score -5508283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5508282.500000 Penalty: 5264.376953
	Iteration 29Q: 3 clusters Score -5508282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5508289.000000 Penalty: 5264.376953
	Iteration 30Q: 3 clusters Score -5508289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5508304.500000 Penalty: 5264.376953
	Iteration 31Q: 3 clusters Score -5508304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5508306.500000 Penalty: 5264.376953
	Iteration 32Q: 3 clusters Score -5508306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5508317.000000 Penalty: 5264.376953
	Iteration 33Q: 3 clusters Score -5508317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5508327.000000 Penalty: 5264.376953
	Iteration 34Q: 3 clusters Score -5508327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5508338.500000 Penalty: 5264.376953
	Iteration 35Q: 3 clusters Score -5508338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5508340.000000 Penalty: 5264.376953
	Iteration 36Q: 3 clusters Score -5508340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5508340.500000 Penalty: 5264.376953
	Iteration 37Q: 3 clusters Score -5508340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5508335.000000 Penalty: 5264.376953
	Iteration 38Q: 3 clusters Score -5508335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5508336.500000 Penalty: 5264.376953
	Iteration 39Q: 3 clusters Score -5508336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5508335.000000 Penalty: 5264.376953
	Iteration 40F: 3 clusters Score -5508335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5508343.000000 Penalty: 5264.376953
	Iteration 41Q: 3 clusters Score -5508343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5508346.000000 Penalty: 5264.376953
	Iteration 42Q: 3 clusters Score -5508346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5508343.500000 Penalty: 5264.376953
	Iteration 43Q: 3 clusters Score -5508344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5508342.000000 Penalty: 5264.376953
	Iteration 44Q: 3 clusters Score -5508342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5508345.500000 Penalty: 5264.376953
	Iteration 45Q: 3 clusters Score -5508346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5508351.000000 Penalty: 5264.376953
	Iteration 46Q: 3 clusters Score -5508351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5508350.500000 Penalty: 5264.376953
	Iteration 47Q: 3 clusters Score -5508350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5508350.000000 Penalty: 5264.376953
	Iteration 48Q: 3 clusters Score -5508350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5508348.500000 Penalty: 5264.376953
	Iteration 49Q: 3 clusters Score -5508348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5508349.500000 Penalty: 5264.376953
	Iteration 50Q: 3 clusters Score -5508350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5508342.500000 Penalty: 5264.376953
	Iteration 51Q: 3 clusters Score -5508342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5508342.500000 Penalty: 5264.376953
	Iteration 52F: 3 clusters Score -5508342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -111770.570312 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -111770.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110052.882812 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -110052.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -110482.375000 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -110482.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -110672.125000 Penalty: 3389.718018
	Iteration 2F: 3 clusters Score -110672.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110843.023438 Penalty: 3389.718018
	Iteration 3F: 3 clusters Score -110843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -110917.734375 Penalty: 3389.718018
	Iteration 4Q: 3 clusters Score -110917.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -110967.835938 Penalty: 3389.718018
	Iteration 5Q: 3 clusters Score -110967.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -111083.609375 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -111083.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -111165.421875 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -111165.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -111206.070312 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -111206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -111226.898438 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -111226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -111233.250000 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -111233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -111239.828125 Penalty: 3389.718018
	Iteration 11Q: 3 clusters Score -111239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -111251.398438 Penalty: 3389.718018
	Iteration 12Q: 3 clusters Score -111251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -111255.937500 Penalty: 3389.718018
	Iteration 13Q: 3 clusters Score -111255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -111259.531250 Penalty: 3389.718018
	Iteration 14Q: 3 clusters Score -111259.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -111259.531250 Penalty: 3389.718018
	Iteration 15F: 3 clusters Score -111259.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Entering Unmasked Estep 
Score: -420286.718750 Penalty: 2006.647583
	Iteration 0F: 2 clusters Score -420286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -416862.937500 Penalty: 4013.295166
	Iteration 0F: 3 clusters Score -416862.9 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -417676.562500 Penalty: 4013.295166
	Iteration 1F: 3 clusters Score -417676.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -417865.125000 Penalty: 4013.295166
	Iteration 2F: 3 clusters Score -417865.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -417994.718750 Penalty: 4013.295166
	Iteration 3F: 3 clusters Score -417994.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -418105.812500 Penalty: 4013.295166
	Iteration 4Q: 3 clusters Score -418105.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -418242.781250 Penalty: 4013.295166
	Iteration 5Q: 3 clusters Score -418242.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -418445.093750 Penalty: 4013.295166
	Iteration 6Q: 3 clusters Score -418445.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -418624.093750 Penalty: 4013.295166
	Iteration 7Q: 3 clusters Score -418624.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -418805.843750 Penalty: 4013.295166
	Iteration 8Q: 3 clusters Score -418805.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -419006.531250 Penalty: 4013.295166
	Iteration 9Q: 3 clusters Score -419006.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -419202.031250 Penalty: 4013.295166
	Iteration 10Q: 3 clusters Score -419202 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -419353.687500 Penalty: 4013.295166
	Iteration 11Q: 3 clusters Score -419353.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -419469.531250 Penalty: 4013.295166
	Iteration 12Q: 3 clusters Score -419469.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -419547.343750 Penalty: 4013.295166
	Iteration 13Q: 3 clusters Score -419547.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -419602.875000 Penalty: 4013.295166
	Iteration 14Q: 3 clusters Score -419602.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -419641.843750 Penalty: 4013.295166
	Iteration 15Q: 3 clusters Score -419641.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -419668.812500 Penalty: 4013.295166
	Iteration 16Q: 3 clusters Score -419668.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -419695.687500 Penalty: 4013.295166
	Iteration 17Q: 3 clusters Score -419695.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -419708.906250 Penalty: 4013.295166
	Iteration 18Q: 3 clusters Score -419708.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -419717.281250 Penalty: 4013.295166
	Iteration 19Q: 3 clusters Score -419717.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -419729.031250 Penalty: 4013.295166
	Iteration 20F: 3 clusters Score -419729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -419746.875000 Penalty: 4013.295166
	Iteration 21Q: 3 clusters Score -419746.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -419760.593750 Penalty: 4013.295166
	Iteration 22Q: 3 clusters Score -419760.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -419769.093750 Penalty: 4013.295166
	Iteration 23Q: 3 clusters Score -419769.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -419778.062500 Penalty: 4013.295166
	Iteration 24Q: 3 clusters Score -419778.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -419785.312500 Penalty: 4013.295166
	Iteration 25Q: 3 clusters Score -419785.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -419786.343750 Penalty: 4013.295166
	Iteration 26Q: 3 clusters Score -419786.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -419788.031250 Penalty: 4013.295166
	Iteration 27Q: 3 clusters Score -419788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -419789.500000 Penalty: 4013.295166
	Iteration 28Q: 3 clusters Score -419789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -419789.593750 Penalty: 4013.295166
	Iteration 29Q: 3 clusters Score -419789.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -419789.593750 Penalty: 4013.295166
	Iteration 30F: 3 clusters Score -419789.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Entering Unmasked Estep 
Score: -1228453.000000 Penalty: 2275.534424
	Iteration 0F: 2 clusters Score -1228453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1221021.625000 Penalty: 4551.068848
	Iteration 0F: 3 clusters Score -1221022 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1223219.250000 Penalty: 4551.068848
	Iteration 1F: 3 clusters Score -1223219 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1223621.125000 Penalty: 4551.068848
	Iteration 2F: 3 clusters Score -1223621 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1223960.375000 Penalty: 4551.068848
	Iteration 3F: 3 clusters Score -1223960 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1224318.000000 Penalty: 4551.068848
	Iteration 4F: 3 clusters Score -1224318 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1224736.500000 Penalty: 4551.068848
	Iteration 5F: 3 clusters Score -1224736 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1225155.750000 Penalty: 4551.068848
	Iteration 6F: 3 clusters Score -1225156 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1225602.375000 Penalty: 4551.068848
	Iteration 7F: 3 clusters Score -1225602 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1226074.250000 Penalty: 4551.068848
	Iteration 8F: 3 clusters Score -1226074 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1226533.125000 Penalty: 4551.068848
	Iteration 9F: 3 clusters Score -1226533 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1226962.875000 Penalty: 4551.068848
	Iteration 10Q: 3 clusters Score -1226963 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1227323.500000 Penalty: 4551.068848
	Iteration 11Q: 3 clusters Score -1227324 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1227577.000000 Penalty: 4551.068848
	Iteration 12Q: 3 clusters Score -1227577 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1227753.500000 Penalty: 4551.068848
	Iteration 13Q: 3 clusters Score -1227754 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1227876.250000 Penalty: 4551.068848
	Iteration 14Q: 3 clusters Score -1227876 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1228018.125000 Penalty: 4551.068848
	Iteration 15Q: 3 clusters Score -1228018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1228156.125000 Penalty: 4551.068848
	Iteration 16Q: 3 clusters Score -1228156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1228240.000000 Penalty: 4551.068848
	Iteration 17Q: 3 clusters Score -1228240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1228283.250000 Penalty: 4551.068848
	Iteration 18Q: 3 clusters Score -1228283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1228301.000000 Penalty: 4551.068848
	Iteration 19Q: 3 clusters Score -1228301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1228307.125000 Penalty: 4551.068848
	Iteration 20F: 3 clusters Score -1228307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1228313.125000 Penalty: 4551.068848
	Iteration 21Q: 3 clusters Score -1228313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1228312.625000 Penalty: 4551.068848
	Iteration 22Q: 3 clusters Score -1228313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1228315.375000 Penalty: 4551.068848
	Iteration 23Q: 3 clusters Score -1228315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1228315.750000 Penalty: 4551.068848
	Iteration 24Q: 3 clusters Score -1228316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1228318.000000 Penalty: 4551.068848
	Iteration 25Q: 3 clusters Score -1228318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1228321.125000 Penalty: 4551.068848
	Iteration 26Q: 3 clusters Score -1228321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1228321.125000 Penalty: 4551.068848
	Iteration 27Q: 3 clusters Score -1228321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1228321.125000 Penalty: 4551.068848
	Iteration 28F: 3 clusters Score -1228321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Entering Unmasked Estep 
Score: -5741287.500000 Penalty: 2651.686768
	Iteration 0F: 2 clusters Score -5741288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -5711385.000000 Penalty: 5303.373535
	Iteration 0F: 3 clusters Score -5711385 nChanged 20275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -5722459.500000 Penalty: 5303.373535
	Iteration 1F: 3 clusters Score -5722460 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5722999.500000 Penalty: 5303.373535
	Iteration 2Q: 3 clusters Score -5723000 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -5723548.500000 Penalty: 5303.373535
	Iteration 3Q: 3 clusters Score -5723548 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -5724175.500000 Penalty: 5303.373535
	Iteration 4Q: 3 clusters Score -5724176 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -5725069.000000 Penalty: 5303.373535
	Iteration 5Q: 3 clusters Score -5725069 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -5726326.500000 Penalty: 5303.373535
	Iteration 6F: 3 clusters Score -5726326 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -5728092.000000 Penalty: 5303.373535
	Iteration 7F: 3 clusters Score -5728092 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -5730411.000000 Penalty: 5303.373535
	Iteration 8F: 3 clusters Score -5730411 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -5732737.500000 Penalty: 5303.373535
	Iteration 9F: 3 clusters Score -5732738 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -5734920.000000 Penalty: 5303.373535
	Iteration 10F: 3 clusters Score -5734920 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5736772.000000 Penalty: 5303.373535
	Iteration 11Q: 3 clusters Score -5736772 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5737946.000000 Penalty: 5303.373535
	Iteration 12Q: 3 clusters Score -5737946 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5738552.500000 Penalty: 5303.373535
	Iteration 13Q: 3 clusters Score -5738552 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5738761.000000 Penalty: 5303.373535
	Iteration 14Q: 3 clusters Score -5738761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5738894.000000 Penalty: 5303.373535
	Iteration 15Q: 3 clusters Score -5738894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5738947.000000 Penalty: 5303.373535
	Iteration 16Q: 3 clusters Score -5738947 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5738988.000000 Penalty: 5303.373535
	Iteration 17Q: 3 clusters Score -5738988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5739009.500000 Penalty: 5303.373535
	Iteration 18Q: 3 clusters Score -5739010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5739032.500000 Penalty: 5303.373535
	Iteration 19Q: 3 clusters Score -5739032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5739045.500000 Penalty: 5303.373535
	Iteration 20F: 3 clusters Score -5739046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5739060.500000 Penalty: 5303.373535
	Iteration 21Q: 3 clusters Score -5739060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5739071.500000 Penalty: 5303.373535
	Iteration 22Q: 3 clusters Score -5739072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5739082.000000 Penalty: 5303.373535
	Iteration 23Q: 3 clusters Score -5739082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5739089.500000 Penalty: 5303.373535
	Iteration 24Q: 3 clusters Score -5739090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5739087.500000 Penalty: 5303.373535
	Iteration 25Q: 3 clusters Score -5739088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5739104.000000 Penalty: 5303.373535
	Iteration 26Q: 3 clusters Score -5739104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5739102.500000 Penalty: 5303.373535
	Iteration 27Q: 3 clusters Score -5739102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5739108.500000 Penalty: 5303.373535
	Iteration 28Q: 3 clusters Score -5739108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5739112.000000 Penalty: 5303.373535
	Iteration 29Q: 3 clusters Score -5739112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5739112.000000 Penalty: 5303.373535
	Iteration 30F: 3 clusters Score -5739112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -431085.187500 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -431085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -427638.875000 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -427638.9 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -428447.781250 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -428447.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -428734.437500 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -428734.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -429037.500000 Penalty: 4014.660400
	Iteration 3F: 3 clusters Score -429037.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -429433.437500 Penalty: 4014.660400
	Iteration 4F: 3 clusters Score -429433.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -429939.000000 Penalty: 4014.660400
	Iteration 5F: 3 clusters Score -429939 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -430513.843750 Penalty: 4014.660400
	Iteration 6F: 3 clusters Score -430513.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -431271.156250 Penalty: 4014.660400
	Iteration 7F: 3 clusters Score -431271.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -431916.750000 Penalty: 4014.660400
	Iteration 8F: 3 clusters Score -431916.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -432050.781250 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -432050.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -432079.687500 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -432079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -432082.062500 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -432082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -432082.187500 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -432082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -432083.625000 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -432083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -432084.406250 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -432084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -432084.406250 Penalty: 4014.660400
	Iteration 15F: 3 clusters Score -432084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192069 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163134 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 17 contains 196444 members 
Mstep: Class 18 contains 171034 members 
Mstep: Class 21 contains 37375 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
Score: -144349920.000000 Penalty: 68977.492188
Splitting cluster 7 changes total score from -144350432.000000 to -144349920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Entering Unmasked Estep 
Score: -1301722.125000 Penalty: 2277.809326
	Iteration 0F: 2 clusters Score -1301722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1294239.125000 Penalty: 4555.618652
	Iteration 0F: 3 clusters Score -1294239 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1296416.500000 Penalty: 4555.618652
	Iteration 1F: 3 clusters Score -1296416 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1296670.125000 Penalty: 4555.618652
	Iteration 2F: 3 clusters Score -1296670 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1296852.500000 Penalty: 4555.618652
	Iteration 3Q: 3 clusters Score -1296852 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1296981.500000 Penalty: 4555.618652
	Iteration 4Q: 3 clusters Score -1296982 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1297083.000000 Penalty: 4555.618652
	Iteration 5Q: 3 clusters Score -1297083 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1297176.125000 Penalty: 4555.618652
	Iteration 6Q: 3 clusters Score -1297176 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1297260.750000 Penalty: 4555.618652
	Iteration 7Q: 3 clusters Score -1297261 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1297340.500000 Penalty: 4555.618652
	Iteration 8Q: 3 clusters Score -1297340 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1297443.250000 Penalty: 4555.618652
	Iteration 9Q: 3 clusters Score -1297443 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1297578.375000 Penalty: 4555.618652
	Iteration 10Q: 3 clusters Score -1297578 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1297724.125000 Penalty: 4555.618652
	Iteration 11Q: 3 clusters Score -1297724 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1297892.625000 Penalty: 4555.618652
	Iteration 12Q: 3 clusters Score -1297893 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1298098.250000 Penalty: 4555.618652
	Iteration 13Q: 3 clusters Score -1298098 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1298295.625000 Penalty: 4555.618652
	Iteration 14Q: 3 clusters Score -1298296 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1298529.250000 Penalty: 4555.618652
	Iteration 15Q: 3 clusters Score -1298529 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1298804.125000 Penalty: 4555.618652
	Iteration 16Q: 3 clusters Score -1298804 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1299084.750000 Penalty: 4555.618652
	Iteration 17Q: 3 clusters Score -1299085 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1299325.250000 Penalty: 4555.618652
	Iteration 18Q: 3 clusters Score -1299325 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1299502.250000 Penalty: 4555.618652
	Iteration 19Q: 3 clusters Score -1299502 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1299604.500000 Penalty: 4555.618652
	Iteration 20F: 3 clusters Score -1299604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1299671.500000 Penalty: 4555.618652
	Iteration 21Q: 3 clusters Score -1299672 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1299704.250000 Penalty: 4555.618652
	Iteration 22Q: 3 clusters Score -1299704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1299722.750000 Penalty: 4555.618652
	Iteration 23Q: 3 clusters Score -1299723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1299742.875000 Penalty: 4555.618652
	Iteration 24Q: 3 clusters Score -1299743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1299753.500000 Penalty: 4555.618652
	Iteration 25Q: 3 clusters Score -1299754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1299761.500000 Penalty: 4555.618652
	Iteration 26Q: 3 clusters Score -1299762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1299764.750000 Penalty: 4555.618652
	Iteration 27Q: 3 clusters Score -1299765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1299770.875000 Penalty: 4555.618652
	Iteration 28Q: 3 clusters Score -1299771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1299774.375000 Penalty: 4555.618652
	Iteration 29Q: 3 clusters Score -1299774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1299777.625000 Penalty: 4555.618652
	Iteration 30Q: 3 clusters Score -1299778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1299783.125000 Penalty: 4555.618652
	Iteration 31Q: 3 clusters Score -1299783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1299784.875000 Penalty: 4555.618652
	Iteration 32Q: 3 clusters Score -1299785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1299788.250000 Penalty: 4555.618652
	Iteration 33Q: 3 clusters Score -1299788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1299792.250000 Penalty: 4555.618652
	Iteration 34Q: 3 clusters Score -1299792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1299794.250000 Penalty: 4555.618652
	Iteration 35Q: 3 clusters Score -1299794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1299794.250000 Penalty: 4555.618652
	Iteration 36Q: 3 clusters Score -1299794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1299796.875000 Penalty: 4555.618652
	Iteration 37Q: 3 clusters Score -1299797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1299795.625000 Penalty: 4555.618652
	Iteration 38Q: 3 clusters Score -1299796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1299797.625000 Penalty: 4555.618652
	Iteration 39Q: 3 clusters Score -1299798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1299798.750000 Penalty: 4555.618652
	Iteration 40F: 3 clusters Score -1299799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1299799.875000 Penalty: 4555.618652
	Iteration 41Q: 3 clusters Score -1299800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1299803.500000 Penalty: 4555.618652
	Iteration 42Q: 3 clusters Score -1299804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1299803.750000 Penalty: 4555.618652
	Iteration 43Q: 3 clusters Score -1299804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1299804.750000 Penalty: 4555.618652
	Iteration 44Q: 3 clusters Score -1299805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1299804.750000 Penalty: 4555.618652
	Iteration 45F: 3 clusters Score -1299805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -84344.312500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -84344.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82706.695312 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -82706.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -83086.007812 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -83086.01 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83220.828125 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -83220.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83400.343750 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -83400.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83706.226562 Penalty: 3267.424805
	Iteration 4F: 3 clusters Score -83706.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84007.882812 Penalty: 3267.424805
	Iteration 5F: 3 clusters Score -84007.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84227.132812 Penalty: 3267.424805
	Iteration 6F: 3 clusters Score -84227.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84328.546875 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -84328.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84451.179688 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -84451.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84551.531250 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -84551.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84585.914062 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -84585.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84601.015625 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -84601.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84607.351562 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -84607.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84615.835938 Penalty: 3267.424805
	Iteration 13F: 3 clusters Score -84615.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84678.960938 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -84678.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84857.656250 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -84857.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85097.195312 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -85097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85254.242188 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -85254.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85270.593750 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -85270.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85272.054688 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -85272.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85272.054688 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -85272.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 349 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192069 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163134 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 377 members 
Mstep: Class 17 contains 196444 members 
Mstep: Class 18 contains 171034 members 
Mstep: Class 21 contains 37375 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
Score: -144349568.000000 Penalty: 68977.492188
Splitting cluster 9 changes total score from -144350432.000000 to -144349568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -454870.656250 Penalty: 2027.675293
	Iteration 0F: 2 clusters Score -454870.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -451241.437500 Penalty: 4055.350586
	Iteration 0F: 3 clusters Score -451241.4 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -451976.218750 Penalty: 4055.350586
	Iteration 1F: 3 clusters Score -451976.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -452149.562500 Penalty: 4055.350586
	Iteration 2F: 3 clusters Score -452149.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -452278.031250 Penalty: 4055.350586
	Iteration 3Q: 3 clusters Score -452278 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -452431.625000 Penalty: 4055.350586
	Iteration 4Q: 3 clusters Score -452431.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -452562.250000 Penalty: 4055.350586
	Iteration 5Q: 3 clusters Score -452562.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -452695.968750 Penalty: 4055.350586
	Iteration 6Q: 3 clusters Score -452696 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -452826.000000 Penalty: 4055.350586
	Iteration 7Q: 3 clusters Score -452826 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -452958.781250 Penalty: 4055.350586
	Iteration 8Q: 3 clusters Score -452958.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -453080.187500 Penalty: 4055.350586
	Iteration 9Q: 3 clusters Score -453080.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -453174.406250 Penalty: 4055.350586
	Iteration 10Q: 3 clusters Score -453174.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -453226.312500 Penalty: 4055.350586
	Iteration 11Q: 3 clusters Score -453226.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -453267.906250 Penalty: 4055.350586
	Iteration 12Q: 3 clusters Score -453267.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -453302.625000 Penalty: 4055.350586
	Iteration 13Q: 3 clusters Score -453302.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -453331.281250 Penalty: 4055.350586
	Iteration 14Q: 3 clusters Score -453331.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -453348.281250 Penalty: 4055.350586
	Iteration 15Q: 3 clusters Score -453348.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -453361.875000 Penalty: 4055.350586
	Iteration 16Q: 3 clusters Score -453361.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -453373.906250 Penalty: 4055.350586
	Iteration 17Q: 3 clusters Score -453373.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -453386.062500 Penalty: 4055.350586
	Iteration 18Q: 3 clusters Score -453386.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -453398.343750 Penalty: 4055.350586
	Iteration 19Q: 3 clusters Score -453398.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -453407.875000 Penalty: 4055.350586
	Iteration 20F: 3 clusters Score -453407.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -453415.937500 Penalty: 4055.350586
	Iteration 21Q: 3 clusters Score -453415.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -453423.562500 Penalty: 4055.350586
	Iteration 22Q: 3 clusters Score -453423.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -453431.281250 Penalty: 4055.350586
	Iteration 23Q: 3 clusters Score -453431.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -453436.875000 Penalty: 4055.350586
	Iteration 24Q: 3 clusters Score -453436.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -453441.968750 Penalty: 4055.350586
	Iteration 25Q: 3 clusters Score -453442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -453446.687500 Penalty: 4055.350586
	Iteration 26Q: 3 clusters Score -453446.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -453449.718750 Penalty: 4055.350586
	Iteration 27Q: 3 clusters Score -453449.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -453453.250000 Penalty: 4055.350586
	Iteration 28Q: 3 clusters Score -453453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -453455.187500 Penalty: 4055.350586
	Iteration 29Q: 3 clusters Score -453455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -453458.031250 Penalty: 4055.350586
	Iteration 30Q: 3 clusters Score -453458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -453459.500000 Penalty: 4055.350586
	Iteration 31Q: 3 clusters Score -453459.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -453461.250000 Penalty: 4055.350586
	Iteration 32Q: 3 clusters Score -453461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -453463.187500 Penalty: 4055.350586
	Iteration 33Q: 3 clusters Score -453463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -453465.812500 Penalty: 4055.350586
	Iteration 34Q: 3 clusters Score -453465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -453467.062500 Penalty: 4055.350586
	Iteration 35Q: 3 clusters Score -453467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -453467.968750 Penalty: 4055.350586
	Iteration 36Q: 3 clusters Score -453468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -453468.531250 Penalty: 4055.350586
	Iteration 37Q: 3 clusters Score -453468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -453469.406250 Penalty: 4055.350586
	Iteration 38Q: 3 clusters Score -453469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -453469.406250 Penalty: 4055.350586
	Iteration 39F: 3 clusters Score -453469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (192069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192069 members 
Entering Unmasked Estep 
Score: -25808408.000000 Penalty: 3017.071289
	Iteration 0F: 2 clusters Score -2.580841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -25684378.000000 Penalty: 6034.142578
	Iteration 0F: 3 clusters Score -2.568438e+07 nChanged 92410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100113 members 
Mstep: Class 2 contains 91956 members 
Entering Unmasked Estep 
Score: -25740962.000000 Penalty: 6034.142578
	Iteration 1F: 3 clusters Score -2.574096e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 89125 members 
Entering Unmasked Estep 
Score: -25743822.000000 Penalty: 6034.142578
	Iteration 2Q: 3 clusters Score -2.574382e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -25747796.000000 Penalty: 6034.142578
	Iteration 3Q: 3 clusters Score -2.57478e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112339 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -25753806.000000 Penalty: 6034.142578
	Iteration 4F: 3 clusters Score -2.575381e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -25761476.000000 Penalty: 6034.142578
	Iteration 5F: 3 clusters Score -2.576148e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124754 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -25770982.000000 Penalty: 6034.142578
	Iteration 6F: 3 clusters Score -2.577098e+07 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129704 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -25779604.000000 Penalty: 6034.142578
	Iteration 7F: 3 clusters Score -2.57796e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133158 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -25785274.000000 Penalty: 6034.142578
	Iteration 8F: 3 clusters Score -2.578527e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135920 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -25788370.000000 Penalty: 6034.142578
	Iteration 9Q: 3 clusters Score -2.578837e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138522 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -25790022.000000 Penalty: 6034.142578
	Iteration 10Q: 3 clusters Score -2.579002e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141086 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -25791494.000000 Penalty: 6034.142578
	Iteration 11Q: 3 clusters Score -2.579149e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143618 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -25793170.000000 Penalty: 6034.142578
	Iteration 12Q: 3 clusters Score -2.579317e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146231 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -25795020.000000 Penalty: 6034.142578
	Iteration 13Q: 3 clusters Score -2.579502e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -25796630.000000 Penalty: 6034.142578
	Iteration 14Q: 3 clusters Score -2.579663e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151148 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -25798466.000000 Penalty: 6034.142578
	Iteration 15Q: 3 clusters Score -2.579847e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153235 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -25799928.000000 Penalty: 6034.142578
	Iteration 16Q: 3 clusters Score -2.579993e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155123 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -25801190.000000 Penalty: 6034.142578
	Iteration 17Q: 3 clusters Score -2.580119e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156758 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -25801764.000000 Penalty: 6034.142578
	Iteration 18Q: 3 clusters Score -2.580176e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158258 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -25802250.000000 Penalty: 6034.142578
	Iteration 19Q: 3 clusters Score -2.580225e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -25802630.000000 Penalty: 6034.142578
	Iteration 20F: 3 clusters Score -2.580263e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160987 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -25802830.000000 Penalty: 6034.142578
	Iteration 21Q: 3 clusters Score -2.580283e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162329 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -25802978.000000 Penalty: 6034.142578
	Iteration 22Q: 3 clusters Score -2.580298e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163717 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -25803060.000000 Penalty: 6034.142578
	Iteration 23Q: 3 clusters Score -2.580306e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165068 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -25803204.000000 Penalty: 6034.142578
	Iteration 24Q: 3 clusters Score -2.58032e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166407 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -25803296.000000 Penalty: 6034.142578
	Iteration 25Q: 3 clusters Score -2.58033e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167738 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -25803474.000000 Penalty: 6034.142578
	Iteration 26Q: 3 clusters Score -2.580347e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169064 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -25803568.000000 Penalty: 6034.142578
	Iteration 27Q: 3 clusters Score -2.580357e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170417 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -25803468.000000 Penalty: 6034.142578
	Iteration 28Q: 3 clusters Score -2.580347e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171746 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -25803544.000000 Penalty: 6034.142578
	Iteration 29Q: 3 clusters Score -2.580354e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173179 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -25803520.000000 Penalty: 6034.142578
	Iteration 30Q: 3 clusters Score -2.580352e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174594 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -25803848.000000 Penalty: 6034.142578
	Iteration 31Q: 3 clusters Score -2.580385e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176025 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -25803988.000000 Penalty: 6034.142578
	Iteration 32Q: 3 clusters Score -2.580399e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177477 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -25804152.000000 Penalty: 6034.142578
	Iteration 33Q: 3 clusters Score -2.580415e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178880 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -25804268.000000 Penalty: 6034.142578
	Iteration 34Q: 3 clusters Score -2.580427e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180230 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -25804612.000000 Penalty: 6034.142578
	Iteration 35Q: 3 clusters Score -2.580461e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181457 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -25804804.000000 Penalty: 6034.142578
	Iteration 36Q: 3 clusters Score -2.58048e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182610 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -25804910.000000 Penalty: 6034.142578
	Iteration 37Q: 3 clusters Score -2.580491e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183709 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -25805052.000000 Penalty: 6034.142578
	Iteration 38Q: 3 clusters Score -2.580505e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184679 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -25805206.000000 Penalty: 6034.142578
	Iteration 39Q: 3 clusters Score -2.580521e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185600 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -25805378.000000 Penalty: 6034.142578
	Iteration 40F: 3 clusters Score -2.580538e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186421 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -25805466.000000 Penalty: 6034.142578
	Iteration 41Q: 3 clusters Score -2.580547e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187137 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -25805602.000000 Penalty: 6034.142578
	Iteration 42Q: 3 clusters Score -2.58056e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187778 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -25805780.000000 Penalty: 6034.142578
	Iteration 43Q: 3 clusters Score -2.580578e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188293 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -25805924.000000 Penalty: 6034.142578
	Iteration 44Q: 3 clusters Score -2.580592e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188737 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -25806060.000000 Penalty: 6034.142578
	Iteration 45Q: 3 clusters Score -2.580606e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189091 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -25806118.000000 Penalty: 6034.142578
	Iteration 46Q: 3 clusters Score -2.580612e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189368 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -25806150.000000 Penalty: 6034.142578
	Iteration 47Q: 3 clusters Score -2.580615e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189573 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -25806166.000000 Penalty: 6034.142578
	Iteration 48Q: 3 clusters Score -2.580617e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189757 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -25806188.000000 Penalty: 6034.142578
	Iteration 49Q: 3 clusters Score -2.580619e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189905 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -25806248.000000 Penalty: 6034.142578
	Iteration 50Q: 3 clusters Score -2.580625e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190026 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -25806270.000000 Penalty: 6034.142578
	Iteration 51Q: 3 clusters Score -2.580627e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190142 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -25806292.000000 Penalty: 6034.142578
	Iteration 52Q: 3 clusters Score -2.580629e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190224 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -25806320.000000 Penalty: 6034.142578
	Iteration 53Q: 3 clusters Score -2.580632e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190293 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -25806334.000000 Penalty: 6034.142578
	Iteration 54Q: 3 clusters Score -2.580633e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190343 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -25806364.000000 Penalty: 6034.142578
	Iteration 55Q: 3 clusters Score -2.580636e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190390 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -25806340.000000 Penalty: 6034.142578
	Iteration 56Q: 3 clusters Score -2.580634e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190412 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -25806346.000000 Penalty: 6034.142578
	Iteration 57Q: 3 clusters Score -2.580635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190433 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -25806368.000000 Penalty: 6034.142578
	Iteration 58Q: 3 clusters Score -2.580637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190449 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -25806384.000000 Penalty: 6034.142578
	Iteration 59Q: 3 clusters Score -2.580638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190468 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -25806368.000000 Penalty: 6034.142578
	Iteration 60F: 3 clusters Score -2.580637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190483 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -25806348.000000 Penalty: 6034.142578
	Iteration 61Q: 3 clusters Score -2.580635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190488 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -25806374.000000 Penalty: 6034.142578
	Iteration 62Q: 3 clusters Score -2.580637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190495 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -25806384.000000 Penalty: 6034.142578
	Iteration 63Q: 3 clusters Score -2.580638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190500 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -25806378.000000 Penalty: 6034.142578
	Iteration 64Q: 3 clusters Score -2.580638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190503 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -25806368.000000 Penalty: 6034.142578
	Iteration 65Q: 3 clusters Score -2.580637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190510 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -25806368.000000 Penalty: 6034.142578
	Iteration 66Q: 3 clusters Score -2.580637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190514 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -25806362.000000 Penalty: 6034.142578
	Iteration 67Q: 3 clusters Score -2.580636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190516 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -25806352.000000 Penalty: 6034.142578
	Iteration 68Q: 3 clusters Score -2.580635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190517 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -25806352.000000 Penalty: 6034.142578
	Iteration 69Q: 3 clusters Score -2.580635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190518 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -25806358.000000 Penalty: 6034.142578
	Iteration 70Q: 3 clusters Score -2.580636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190522 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -25806356.000000 Penalty: 6034.142578
	Iteration 71Q: 3 clusters Score -2.580636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190529 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -25806358.000000 Penalty: 6034.142578
	Iteration 72Q: 3 clusters Score -2.580636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190534 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -25806352.000000 Penalty: 6034.142578
	Iteration 73Q: 3 clusters Score -2.580635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190537 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -25806344.000000 Penalty: 6034.142578
	Iteration 74Q: 3 clusters Score -2.580634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190541 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -25806350.000000 Penalty: 6034.142578
	Iteration 75Q: 3 clusters Score -2.580635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190545 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -25806354.000000 Penalty: 6034.142578
	Iteration 76Q: 3 clusters Score -2.580635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190547 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -25806352.000000 Penalty: 6034.142578
	Iteration 77Q: 3 clusters Score -2.580635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190548 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -25806366.000000 Penalty: 6034.142578
	Iteration 78Q: 3 clusters Score -2.580637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190551 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25806374.000000 Penalty: 6034.142578
	Iteration 79Q: 3 clusters Score -2.580637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190553 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -25806360.000000 Penalty: 6034.142578
	Iteration 80F: 3 clusters Score -2.580636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190555 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -25806378.000000 Penalty: 6034.142578
	Iteration 81Q: 3 clusters Score -2.580638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190555 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -25806372.000000 Penalty: 6034.142578
	Iteration 82Q: 3 clusters Score -2.580637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190556 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -25806374.000000 Penalty: 6034.142578
	Iteration 83Q: 3 clusters Score -2.580637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190556 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -25806374.000000 Penalty: 6034.142578
	Iteration 84F: 3 clusters Score -2.580637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -114391.210938 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -114391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112551.875000 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -112551.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112914.390625 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -112914.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113126.093750 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -113126.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113364.445312 Penalty: 3375.088867
	Iteration 3Q: 3 clusters Score -113364.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113529.585938 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -113529.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113599.945312 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -113599.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113640.171875 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -113640.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -113672.492188 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -113672.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -113687.992188 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -113688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -113705.625000 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -113705.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113727.796875 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -113727.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113747.687500 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -113747.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113760.601562 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -113760.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113770.125000 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -113770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113777.500000 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -113777.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113777.500000 Penalty: 3375.088867
	Iteration 15F: 3 clusters Score -113777.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Entering Unmasked Estep 
Score: -3151272.500000 Penalty: 2497.101807
	Iteration 0F: 2 clusters Score -3151272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3134935.750000 Penalty: 4994.203613
	Iteration 0F: 3 clusters Score -3134936 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3140353.000000 Penalty: 4994.203613
	Iteration 1F: 3 clusters Score -3140353 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3140822.250000 Penalty: 4994.203613
	Iteration 2F: 3 clusters Score -3140822 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3141243.750000 Penalty: 4994.203613
	Iteration 3Q: 3 clusters Score -3141244 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3141638.750000 Penalty: 4994.203613
	Iteration 4Q: 3 clusters Score -3141639 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3142029.500000 Penalty: 4994.203613
	Iteration 5Q: 3 clusters Score -3142030 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3142422.500000 Penalty: 4994.203613
	Iteration 6Q: 3 clusters Score -3142422 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3142956.000000 Penalty: 4994.203613
	Iteration 7Q: 3 clusters Score -3142956 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3143506.750000 Penalty: 4994.203613
	Iteration 8Q: 3 clusters Score -3143507 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3144119.500000 Penalty: 4994.203613
	Iteration 9Q: 3 clusters Score -3144120 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3144780.750000 Penalty: 4994.203613
	Iteration 10Q: 3 clusters Score -3144781 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3145380.500000 Penalty: 4994.203613
	Iteration 11Q: 3 clusters Score -3145380 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3145790.250000 Penalty: 4994.203613
	Iteration 12Q: 3 clusters Score -3145790 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3146089.750000 Penalty: 4994.203613
	Iteration 13Q: 3 clusters Score -3146090 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3146273.500000 Penalty: 4994.203613
	Iteration 14Q: 3 clusters Score -3146274 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3146405.500000 Penalty: 4994.203613
	Iteration 15Q: 3 clusters Score -3146406 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3146503.750000 Penalty: 4994.203613
	Iteration 16Q: 3 clusters Score -3146504 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3146583.750000 Penalty: 4994.203613
	Iteration 17Q: 3 clusters Score -3146584 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3146651.250000 Penalty: 4994.203613
	Iteration 18Q: 3 clusters Score -3146651 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3146723.250000 Penalty: 4994.203613
	Iteration 19Q: 3 clusters Score -3146723 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3146821.750000 Penalty: 4994.203613
	Iteration 20F: 3 clusters Score -3146822 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -3146939.000000 Penalty: 4994.203613
	Iteration 21Q: 3 clusters Score -3146939 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3147124.500000 Penalty: 4994.203613
	Iteration 22Q: 3 clusters Score -3147124 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3147387.000000 Penalty: 4994.203613
	Iteration 23Q: 3 clusters Score -3147387 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3147691.000000 Penalty: 4994.203613
	Iteration 24Q: 3 clusters Score -3147691 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3147984.750000 Penalty: 4994.203613
	Iteration 25Q: 3 clusters Score -3147985 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3148252.000000 Penalty: 4994.203613
	Iteration 26Q: 3 clusters Score -3148252 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3148453.750000 Penalty: 4994.203613
	Iteration 27Q: 3 clusters Score -3148454 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -3148619.000000 Penalty: 4994.203613
	Iteration 28Q: 3 clusters Score -3148619 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3148724.750000 Penalty: 4994.203613
	Iteration 29Q: 3 clusters Score -3148725 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3148822.250000 Penalty: 4994.203613
	Iteration 30Q: 3 clusters Score -3148822 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3148891.000000 Penalty: 4994.203613
	Iteration 31Q: 3 clusters Score -3148891 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3148941.750000 Penalty: 4994.203613
	Iteration 32Q: 3 clusters Score -3148942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3149002.250000 Penalty: 4994.203613
	Iteration 33Q: 3 clusters Score -3149002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3149034.500000 Penalty: 4994.203613
	Iteration 34Q: 3 clusters Score -3149034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3149061.250000 Penalty: 4994.203613
	Iteration 35Q: 3 clusters Score -3149061 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3149080.000000 Penalty: 4994.203613
	Iteration 36Q: 3 clusters Score -3149080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3149101.250000 Penalty: 4994.203613
	Iteration 37Q: 3 clusters Score -3149101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3149123.250000 Penalty: 4994.203613
	Iteration 38Q: 3 clusters Score -3149123 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3149134.500000 Penalty: 4994.203613
	Iteration 39Q: 3 clusters Score -3149134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3149159.500000 Penalty: 4994.203613
	Iteration 40F: 3 clusters Score -3149160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3149165.000000 Penalty: 4994.203613
	Iteration 41Q: 3 clusters Score -3149165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3149165.250000 Penalty: 4994.203613
	Iteration 42Q: 3 clusters Score -3149165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3149185.750000 Penalty: 4994.203613
	Iteration 43Q: 3 clusters Score -3149186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3149194.000000 Penalty: 4994.203613
	Iteration 44Q: 3 clusters Score -3149194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3149205.000000 Penalty: 4994.203613
	Iteration 45Q: 3 clusters Score -3149205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3149202.750000 Penalty: 4994.203613
	Iteration 46Q: 3 clusters Score -3149203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3149222.000000 Penalty: 4994.203613
	Iteration 47Q: 3 clusters Score -3149222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3149226.750000 Penalty: 4994.203613
	Iteration 48Q: 3 clusters Score -3149227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3149240.750000 Penalty: 4994.203613
	Iteration 49Q: 3 clusters Score -3149241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3149242.250000 Penalty: 4994.203613
	Iteration 50Q: 3 clusters Score -3149242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3149244.250000 Penalty: 4994.203613
	Iteration 51Q: 3 clusters Score -3149244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3149242.750000 Penalty: 4994.203613
	Iteration 52Q: 3 clusters Score -3149243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3149253.500000 Penalty: 4994.203613
	Iteration 53Q: 3 clusters Score -3149254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3149259.000000 Penalty: 4994.203613
	Iteration 54Q: 3 clusters Score -3149259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3149263.000000 Penalty: 4994.203613
	Iteration 55Q: 3 clusters Score -3149263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3149273.000000 Penalty: 4994.203613
	Iteration 56Q: 3 clusters Score -3149273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3149269.250000 Penalty: 4994.203613
	Iteration 57Q: 3 clusters Score -3149269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3149270.000000 Penalty: 4994.203613
	Iteration 58Q: 3 clusters Score -3149270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3149278.750000 Penalty: 4994.203613
	Iteration 59Q: 3 clusters Score -3149279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3149281.750000 Penalty: 4994.203613
	Iteration 60F: 3 clusters Score -3149282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3149286.250000 Penalty: 4994.203613
	Iteration 61Q: 3 clusters Score -3149286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3149289.500000 Penalty: 4994.203613
	Iteration 62Q: 3 clusters Score -3149290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3149301.250000 Penalty: 4994.203613
	Iteration 63Q: 3 clusters Score -3149301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3149297.500000 Penalty: 4994.203613
	Iteration 64Q: 3 clusters Score -3149298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3149294.750000 Penalty: 4994.203613
	Iteration 65Q: 3 clusters Score -3149295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3149300.000000 Penalty: 4994.203613
	Iteration 66Q: 3 clusters Score -3149300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3149301.000000 Penalty: 4994.203613
	Iteration 67Q: 3 clusters Score -3149301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -3149301.250000 Penalty: 4994.203613
	Iteration 68Q: 3 clusters Score -3149301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3149309.250000 Penalty: 4994.203613
	Iteration 69Q: 3 clusters Score -3149309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3149313.250000 Penalty: 4994.203613
	Iteration 70Q: 3 clusters Score -3149313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3149317.750000 Penalty: 4994.203613
	Iteration 71Q: 3 clusters Score -3149318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3149314.500000 Penalty: 4994.203613
	Iteration 72Q: 3 clusters Score -3149314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3149317.750000 Penalty: 4994.203613
	Iteration 73Q: 3 clusters Score -3149318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3149313.000000 Penalty: 4994.203613
	Iteration 74Q: 3 clusters Score -3149313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3149312.750000 Penalty: 4994.203613
	Iteration 75Q: 3 clusters Score -3149313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -3149311.500000 Penalty: 4994.203613
	Iteration 76Q: 3 clusters Score -3149312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3149308.500000 Penalty: 4994.203613
	Iteration 77Q: 3 clusters Score -3149308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3149311.000000 Penalty: 4994.203613
	Iteration 78Q: 3 clusters Score -3149311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3149308.500000 Penalty: 4994.203613
	Iteration 79Q: 3 clusters Score -3149308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3149309.000000 Penalty: 4994.203613
	Iteration 80F: 3 clusters Score -3149309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3149313.000000 Penalty: 4994.203613
	Iteration 81Q: 3 clusters Score -3149313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3149316.500000 Penalty: 4994.203613
	Iteration 82Q: 3 clusters Score -3149316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3149316.250000 Penalty: 4994.203613
	Iteration 83Q: 3 clusters Score -3149316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -3149314.750000 Penalty: 4994.203613
	Iteration 84Q: 3 clusters Score -3149315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3149315.750000 Penalty: 4994.203613
	Iteration 85Q: 3 clusters Score -3149316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3149317.250000 Penalty: 4994.203613
	Iteration 86Q: 3 clusters Score -3149317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3149314.750000 Penalty: 4994.203613
	Iteration 87Q: 3 clusters Score -3149315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3149316.500000 Penalty: 4994.203613
	Iteration 88Q: 3 clusters Score -3149316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -3149316.750000 Penalty: 4994.203613
	Iteration 89Q: 3 clusters Score -3149317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3149317.750000 Penalty: 4994.203613
	Iteration 90Q: 3 clusters Score -3149318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3149313.250000 Penalty: 4994.203613
	Iteration 91Q: 3 clusters Score -3149313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -3149316.250000 Penalty: 4994.203613
	Iteration 92Q: 3 clusters Score -3149316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -3149316.500000 Penalty: 4994.203613
	Iteration 93Q: 3 clusters Score -3149316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3149317.250000 Penalty: 4994.203613
	Iteration 94Q: 3 clusters Score -3149317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3149318.500000 Penalty: 4994.203613
	Iteration 95Q: 3 clusters Score -3149318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3149318.750000 Penalty: 4994.203613
	Iteration 96Q: 3 clusters Score -3149319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3149325.000000 Penalty: 4994.203613
	Iteration 97Q: 3 clusters Score -3149325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3149329.250000 Penalty: 4994.203613
	Iteration 98Q: 3 clusters Score -3149329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3149332.250000 Penalty: 4994.203613
	Iteration 99Q: 3 clusters Score -3149332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3149329.500000 Penalty: 4994.203613
	Iteration 100F: 3 clusters Score -3149330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3149328.500000 Penalty: 4994.203613
	Iteration 101Q: 3 clusters Score -3149328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3149334.250000 Penalty: 4994.203613
	Iteration 102Q: 3 clusters Score -3149334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3149333.750000 Penalty: 4994.203613
	Iteration 103Q: 3 clusters Score -3149334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3149338.500000 Penalty: 4994.203613
	Iteration 104Q: 3 clusters Score -3149338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3149338.250000 Penalty: 4994.203613
	Iteration 105Q: 3 clusters Score -3149338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3149337.000000 Penalty: 4994.203613
	Iteration 106Q: 3 clusters Score -3149337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3149334.750000 Penalty: 4994.203613
	Iteration 107Q: 3 clusters Score -3149335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3149334.750000 Penalty: 4994.203613
	Iteration 108Q: 3 clusters Score -3149335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3149337.500000 Penalty: 4994.203613
	Iteration 109Q: 3 clusters Score -3149338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3149334.750000 Penalty: 4994.203613
	Iteration 110Q: 3 clusters Score -3149335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3149335.250000 Penalty: 4994.203613
	Iteration 111Q: 3 clusters Score -3149335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3149334.500000 Penalty: 4994.203613
	Iteration 112Q: 3 clusters Score -3149334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3149333.750000 Penalty: 4994.203613
	Iteration 113Q: 3 clusters Score -3149334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3149336.250000 Penalty: 4994.203613
	Iteration 114Q: 3 clusters Score -3149336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3149335.000000 Penalty: 4994.203613
	Iteration 115Q: 3 clusters Score -3149335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3149340.750000 Penalty: 4994.203613
	Iteration 116Q: 3 clusters Score -3149341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3149338.250000 Penalty: 4994.203613
	Iteration 117Q: 3 clusters Score -3149338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -3149337.500000 Penalty: 4994.203613
	Iteration 118Q: 3 clusters Score -3149338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3149338.750000 Penalty: 4994.203613
	Iteration 119Q: 3 clusters Score -3149339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3149336.000000 Penalty: 4994.203613
	Iteration 120F: 3 clusters Score -3149336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (163134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163134 members 
Entering Unmasked Estep 
Score: -21875290.000000 Penalty: 2976.577148
	Iteration 0F: 2 clusters Score -2.187529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -21766874.000000 Penalty: 5953.154297
	Iteration 0F: 3 clusters Score -2.176687e+07 nChanged 78398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -21812436.000000 Penalty: 5953.154297
	Iteration 1F: 3 clusters Score -2.181244e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 85696 members 
Entering Unmasked Estep 
Score: -21813848.000000 Penalty: 5953.154297
	Iteration 2Q: 3 clusters Score -2.181385e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -21815558.000000 Penalty: 5953.154297
	Iteration 3Q: 3 clusters Score -2.181556e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -21818388.000000 Penalty: 5953.154297
	Iteration 4Q: 3 clusters Score -2.181839e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 97129 members 
Entering Unmasked Estep 
Score: -21822472.000000 Penalty: 5953.154297
	Iteration 5F: 3 clusters Score -2.182247e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -21829090.000000 Penalty: 5953.154297
	Iteration 6F: 3 clusters Score -2.182909e+07 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 114120 members 
Entering Unmasked Estep 
Score: -21838198.000000 Penalty: 5953.154297
	Iteration 7F: 3 clusters Score -2.18382e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 123840 members 
Entering Unmasked Estep 
Score: -21848028.000000 Penalty: 5953.154297
	Iteration 8F: 3 clusters Score -2.184803e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 131700 members 
Entering Unmasked Estep 
Score: -21856194.000000 Penalty: 5953.154297
	Iteration 9F: 3 clusters Score -2.185619e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 137410 members 
Entering Unmasked Estep 
Score: -21862038.000000 Penalty: 5953.154297
	Iteration 10Q: 3 clusters Score -2.186204e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 141351 members 
Entering Unmasked Estep 
Score: -21865474.000000 Penalty: 5953.154297
	Iteration 11Q: 3 clusters Score -2.186547e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 144292 members 
Entering Unmasked Estep 
Score: -21867614.000000 Penalty: 5953.154297
	Iteration 12Q: 3 clusters Score -2.186761e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 146620 members 
Entering Unmasked Estep 
Score: -21869084.000000 Penalty: 5953.154297
	Iteration 13Q: 3 clusters Score -2.186908e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 148484 members 
Entering Unmasked Estep 
Score: -21870052.000000 Penalty: 5953.154297
	Iteration 14Q: 3 clusters Score -2.187005e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -21870770.000000 Penalty: 5953.154297
	Iteration 15Q: 3 clusters Score -2.187077e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 151339 members 
Entering Unmasked Estep 
Score: -21871300.000000 Penalty: 5953.154297
	Iteration 16Q: 3 clusters Score -2.18713e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 152496 members 
Entering Unmasked Estep 
Score: -21871800.000000 Penalty: 5953.154297
	Iteration 17Q: 3 clusters Score -2.18718e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 153549 members 
Entering Unmasked Estep 
Score: -21872222.000000 Penalty: 5953.154297
	Iteration 18Q: 3 clusters Score -2.187222e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -21872494.000000 Penalty: 5953.154297
	Iteration 19Q: 3 clusters Score -2.187249e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -21872832.000000 Penalty: 5953.154297
	Iteration 20F: 3 clusters Score -2.187283e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 155814 members 
Entering Unmasked Estep 
Score: -21872988.000000 Penalty: 5953.154297
	Iteration 21Q: 3 clusters Score -2.187299e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 156371 members 
Entering Unmasked Estep 
Score: -21873066.000000 Penalty: 5953.154297
	Iteration 22Q: 3 clusters Score -2.187307e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -21873232.000000 Penalty: 5953.154297
	Iteration 23Q: 3 clusters Score -2.187323e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 157252 members 
Entering Unmasked Estep 
Score: -21873324.000000 Penalty: 5953.154297
	Iteration 24Q: 3 clusters Score -2.187332e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 157597 members 
Entering Unmasked Estep 
Score: -21873426.000000 Penalty: 5953.154297
	Iteration 25Q: 3 clusters Score -2.187343e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 157853 members 
Entering Unmasked Estep 
Score: -21873490.000000 Penalty: 5953.154297
	Iteration 26Q: 3 clusters Score -2.187349e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 158080 members 
Entering Unmasked Estep 
Score: -21873538.000000 Penalty: 5953.154297
	Iteration 27Q: 3 clusters Score -2.187354e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 158288 members 
Entering Unmasked Estep 
Score: -21873560.000000 Penalty: 5953.154297
	Iteration 28Q: 3 clusters Score -2.187356e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 158481 members 
Entering Unmasked Estep 
Score: -21873610.000000 Penalty: 5953.154297
	Iteration 29Q: 3 clusters Score -2.187361e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -21873626.000000 Penalty: 5953.154297
	Iteration 30Q: 3 clusters Score -2.187363e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 158794 members 
Entering Unmasked Estep 
Score: -21873594.000000 Penalty: 5953.154297
	Iteration 31Q: 3 clusters Score -2.187359e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 158936 members 
Entering Unmasked Estep 
Score: -21873634.000000 Penalty: 5953.154297
	Iteration 32Q: 3 clusters Score -2.187363e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 159049 members 
Entering Unmasked Estep 
Score: -21873652.000000 Penalty: 5953.154297
	Iteration 33Q: 3 clusters Score -2.187365e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 159153 members 
Entering Unmasked Estep 
Score: -21873720.000000 Penalty: 5953.154297
	Iteration 34Q: 3 clusters Score -2.187372e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 159231 members 
Entering Unmasked Estep 
Score: -21873736.000000 Penalty: 5953.154297
	Iteration 35Q: 3 clusters Score -2.187374e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 159308 members 
Entering Unmasked Estep 
Score: -21873772.000000 Penalty: 5953.154297
	Iteration 36Q: 3 clusters Score -2.187377e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 159377 members 
Entering Unmasked Estep 
Score: -21873784.000000 Penalty: 5953.154297
	Iteration 37Q: 3 clusters Score -2.187378e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 159444 members 
Entering Unmasked Estep 
Score: -21873788.000000 Penalty: 5953.154297
	Iteration 38Q: 3 clusters Score -2.187379e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 159504 members 
Entering Unmasked Estep 
Score: -21873790.000000 Penalty: 5953.154297
	Iteration 39Q: 3 clusters Score -2.187379e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 159545 members 
Entering Unmasked Estep 
Score: -21873792.000000 Penalty: 5953.154297
	Iteration 40F: 3 clusters Score -2.187379e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 159578 members 
Entering Unmasked Estep 
Score: -21873806.000000 Penalty: 5953.154297
	Iteration 41Q: 3 clusters Score -2.187381e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 159609 members 
Entering Unmasked Estep 
Score: -21873816.000000 Penalty: 5953.154297
	Iteration 42Q: 3 clusters Score -2.187382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 159640 members 
Entering Unmasked Estep 
Score: -21873798.000000 Penalty: 5953.154297
	Iteration 43Q: 3 clusters Score -2.18738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 159663 members 
Entering Unmasked Estep 
Score: -21873840.000000 Penalty: 5953.154297
	Iteration 44Q: 3 clusters Score -2.187384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -21873844.000000 Penalty: 5953.154297
	Iteration 45Q: 3 clusters Score -2.187384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 159700 members 
Entering Unmasked Estep 
Score: -21873842.000000 Penalty: 5953.154297
	Iteration 46Q: 3 clusters Score -2.187384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 159709 members 
Entering Unmasked Estep 
Score: -21873846.000000 Penalty: 5953.154297
	Iteration 47Q: 3 clusters Score -2.187385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 159716 members 
Entering Unmasked Estep 
Score: -21873836.000000 Penalty: 5953.154297
	Iteration 48Q: 3 clusters Score -2.187384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 159726 members 
Entering Unmasked Estep 
Score: -21873838.000000 Penalty: 5953.154297
	Iteration 49Q: 3 clusters Score -2.187384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 159732 members 
Entering Unmasked Estep 
Score: -21873834.000000 Penalty: 5953.154297
	Iteration 50Q: 3 clusters Score -2.187383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 159742 members 
Entering Unmasked Estep 
Score: -21873832.000000 Penalty: 5953.154297
	Iteration 51Q: 3 clusters Score -2.187383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 159748 members 
Entering Unmasked Estep 
Score: -21873836.000000 Penalty: 5953.154297
	Iteration 52Q: 3 clusters Score -2.187384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 159756 members 
Entering Unmasked Estep 
Score: -21873842.000000 Penalty: 5953.154297
	Iteration 53Q: 3 clusters Score -2.187384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 159762 members 
Entering Unmasked Estep 
Score: -21873840.000000 Penalty: 5953.154297
	Iteration 54Q: 3 clusters Score -2.187384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 159767 members 
Entering Unmasked Estep 
Score: -21873832.000000 Penalty: 5953.154297
	Iteration 55Q: 3 clusters Score -2.187383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 159772 members 
Entering Unmasked Estep 
Score: -21873824.000000 Penalty: 5953.154297
	Iteration 56Q: 3 clusters Score -2.187382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 159778 members 
Entering Unmasked Estep 
Score: -21873832.000000 Penalty: 5953.154297
	Iteration 57Q: 3 clusters Score -2.187383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 159783 members 
Entering Unmasked Estep 
Score: -21873848.000000 Penalty: 5953.154297
	Iteration 58Q: 3 clusters Score -2.187385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 159787 members 
Entering Unmasked Estep 
Score: -21873848.000000 Penalty: 5953.154297
	Iteration 59Q: 3 clusters Score -2.187385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 159790 members 
Entering Unmasked Estep 
Score: -21873834.000000 Penalty: 5953.154297
	Iteration 60F: 3 clusters Score -2.187383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 159795 members 
Entering Unmasked Estep 
Score: -21873838.000000 Penalty: 5953.154297
	Iteration 61Q: 3 clusters Score -2.187384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 159800 members 
Entering Unmasked Estep 
Score: -21873818.000000 Penalty: 5953.154297
	Iteration 62Q: 3 clusters Score -2.187382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
Score: -21873818.000000 Penalty: 5953.154297
	Iteration 63Q: 3 clusters Score -2.187382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 159820 members 
Entering Unmasked Estep 
Score: -21873824.000000 Penalty: 5953.154297
	Iteration 64Q: 3 clusters Score -2.187382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 159835 members 
Entering Unmasked Estep 
Score: -21873810.000000 Penalty: 5953.154297
	Iteration 65Q: 3 clusters Score -2.187381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 159851 members 
Entering Unmasked Estep 
Score: -21873806.000000 Penalty: 5953.154297
	Iteration 66Q: 3 clusters Score -2.187381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 159868 members 
Entering Unmasked Estep 
Score: -21873818.000000 Penalty: 5953.154297
	Iteration 67Q: 3 clusters Score -2.187382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 159880 members 
Entering Unmasked Estep 
Score: -21873798.000000 Penalty: 5953.154297
	Iteration 68Q: 3 clusters Score -2.18738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 159891 members 
Entering Unmasked Estep 
Score: -21873790.000000 Penalty: 5953.154297
	Iteration 69Q: 3 clusters Score -2.187379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 159899 members 
Entering Unmasked Estep 
Score: -21873776.000000 Penalty: 5953.154297
	Iteration 70Q: 3 clusters Score -2.187378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 159907 members 
Entering Unmasked Estep 
Score: -21873764.000000 Penalty: 5953.154297
	Iteration 71Q: 3 clusters Score -2.187376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 159917 members 
Entering Unmasked Estep 
Score: -21873758.000000 Penalty: 5953.154297
	Iteration 72Q: 3 clusters Score -2.187376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 159926 members 
Entering Unmasked Estep 
Score: -21873750.000000 Penalty: 5953.154297
	Iteration 73Q: 3 clusters Score -2.187375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 159931 members 
Entering Unmasked Estep 
Score: -21873758.000000 Penalty: 5953.154297
	Iteration 74Q: 3 clusters Score -2.187376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 159936 members 
Entering Unmasked Estep 
Score: -21873754.000000 Penalty: 5953.154297
	Iteration 75Q: 3 clusters Score -2.187375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 159944 members 
Entering Unmasked Estep 
Score: -21873768.000000 Penalty: 5953.154297
	Iteration 76Q: 3 clusters Score -2.187377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 159947 members 
Entering Unmasked Estep 
Score: -21873764.000000 Penalty: 5953.154297
	Iteration 77Q: 3 clusters Score -2.187376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 159955 members 
Entering Unmasked Estep 
Score: -21873784.000000 Penalty: 5953.154297
	Iteration 78Q: 3 clusters Score -2.187378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 159957 members 
Entering Unmasked Estep 
Score: -21873788.000000 Penalty: 5953.154297
	Iteration 79Q: 3 clusters Score -2.187379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 159957 members 
Entering Unmasked Estep 
Score: -21873788.000000 Penalty: 5953.154297
	Iteration 80F: 3 clusters Score -2.187379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -160860.125000 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -160860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -158684.734375 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -158684.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159111.453125 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -159111.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159358.187500 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -159358.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -159685.171875 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -159685.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -160092.734375 Penalty: 3566.201416
	Iteration 4F: 3 clusters Score -160092.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -160437.203125 Penalty: 3566.201416
	Iteration 5F: 3 clusters Score -160437.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -160833.281250 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -160833.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -161051.656250 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -161051.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -161139.781250 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -161139.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -161202.687500 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -161202.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -161277.859375 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -161277.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -161372.875000 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -161372.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -161426.671875 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -161426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -161439.015625 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -161439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -161442.515625 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -161442.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -161442.515625 Penalty: 3566.201416
	Iteration 15F: 3 clusters Score -161442.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 192069 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 23599 members 
Mstep: Class 14 contains 163134 members 
Mstep: Class 15 contains 527 members 
Mstep: Class 16 contains 799 members 
Mstep: Class 17 contains 196444 members 
Mstep: Class 18 contains 171034 members 
Mstep: Class 21 contains 37375 members 
Mstep: Class 23 contains 5878 members 
Entering Unmasked Estep 
Score: -144349312.000000 Penalty: 68977.492188
Splitting cluster 15 changes total score from -144350432.000000 to -144349312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (196444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196444 members 
Entering Unmasked Estep 
Score: -26291932.000000 Penalty: 3022.656738
	Iteration 0F: 2 clusters Score -2.629193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -26164966.000000 Penalty: 6045.313477
	Iteration 0F: 3 clusters Score -2.616497e+07 nChanged 94494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 99749 members 
Entering Unmasked Estep 
Score: -26219890.000000 Penalty: 6045.313477
	Iteration 1F: 3 clusters Score -2.621989e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -26220606.000000 Penalty: 6045.313477
	Iteration 2Q: 3 clusters Score -2.622061e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 102909 members 
Entering Unmasked Estep 
Score: -26221730.000000 Penalty: 6045.313477
	Iteration 3Q: 3 clusters Score -2.622173e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -26223252.000000 Penalty: 6045.313477
	Iteration 4Q: 3 clusters Score -2.622325e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 110250 members 
Entering Unmasked Estep 
Score: -26225226.000000 Penalty: 6045.313477
	Iteration 5Q: 3 clusters Score -2.622523e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -26228584.000000 Penalty: 6045.313477
	Iteration 6Q: 3 clusters Score -2.622858e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 126068 members 
Entering Unmasked Estep 
Score: -26234082.000000 Penalty: 6045.313477
	Iteration 7F: 3 clusters Score -2.623408e+07 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 138391 members 
Entering Unmasked Estep 
Score: -26242554.000000 Penalty: 6045.313477
	Iteration 8F: 3 clusters Score -2.624255e+07 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 153309 members 
Entering Unmasked Estep 
Score: -26253992.000000 Penalty: 6045.313477
	Iteration 9F: 3 clusters Score -2.625399e+07 nChanged 15637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 168866 members 
Entering Unmasked Estep 
Score: -26266786.000000 Penalty: 6045.313477
	Iteration 10F: 3 clusters Score -2.626679e+07 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 181595 members 
Entering Unmasked Estep 
Score: -26277276.000000 Penalty: 6045.313477
	Iteration 11F: 3 clusters Score -2.627728e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 189796 members 
Entering Unmasked Estep 
Score: -26284102.000000 Penalty: 6045.313477
	Iteration 12Q: 3 clusters Score -2.62841e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 193844 members 
Entering Unmasked Estep 
Score: -26287340.000000 Penalty: 6045.313477
	Iteration 13Q: 3 clusters Score -2.628734e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 195397 members 
Entering Unmasked Estep 
Score: -26288498.000000 Penalty: 6045.313477
	Iteration 14Q: 3 clusters Score -2.62885e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 195897 members 
Entering Unmasked Estep 
Score: -26288938.000000 Penalty: 6045.313477
	Iteration 15Q: 3 clusters Score -2.628894e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 196049 members 
Entering Unmasked Estep 
Score: -26289080.000000 Penalty: 6045.313477
	Iteration 16Q: 3 clusters Score -2.628908e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 196107 members 
Entering Unmasked Estep 
Score: -26289166.000000 Penalty: 6045.313477
	Iteration 17Q: 3 clusters Score -2.628917e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 196132 members 
Entering Unmasked Estep 
Score: -26289192.000000 Penalty: 6045.313477
	Iteration 18Q: 3 clusters Score -2.628919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 196148 members 
Entering Unmasked Estep 
Score: -26289214.000000 Penalty: 6045.313477
	Iteration 19Q: 3 clusters Score -2.628921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 196156 members 
Entering Unmasked Estep 
Score: -26289204.000000 Penalty: 6045.313477
	Iteration 20F: 3 clusters Score -2.62892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 196160 members 
Entering Unmasked Estep 
Score: -26289210.000000 Penalty: 6045.313477
	Iteration 21Q: 3 clusters Score -2.628921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 196162 members 
Entering Unmasked Estep 
Score: -26289234.000000 Penalty: 6045.313477
	Iteration 22Q: 3 clusters Score -2.628923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 196163 members 
Entering Unmasked Estep 
Score: -26289230.000000 Penalty: 6045.313477
	Iteration 23Q: 3 clusters Score -2.628923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 196166 members 
Entering Unmasked Estep 
Score: -26289214.000000 Penalty: 6045.313477
	Iteration 24Q: 3 clusters Score -2.628921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 196171 members 
Entering Unmasked Estep 
Score: -26289246.000000 Penalty: 6045.313477
	Iteration 25Q: 3 clusters Score -2.628925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 196173 members 
Entering Unmasked Estep 
Score: -26289246.000000 Penalty: 6045.313477
	Iteration 26Q: 3 clusters Score -2.628925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 196172 members 
Entering Unmasked Estep 
Score: -26289236.000000 Penalty: 6045.313477
	Iteration 27Q: 3 clusters Score -2.628924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 196172 members 
Entering Unmasked Estep 
Score: -26289236.000000 Penalty: 6045.313477
	Iteration 28F: 3 clusters Score -2.628924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (171034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171034 members 
Entering Unmasked Estep 
Score: -23065202.000000 Penalty: 2988.305176
	Iteration 0F: 2 clusters Score -2.30652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -22954116.000000 Penalty: 5976.610352
	Iteration 0F: 3 clusters Score -2.295412e+07 nChanged 82074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -23002466.000000 Penalty: 5976.610352
	Iteration 1F: 3 clusters Score -2.300247e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 94876 members 
Entering Unmasked Estep 
Score: -23004092.000000 Penalty: 5976.610352
	Iteration 2Q: 3 clusters Score -2.300409e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 100926 members 
Entering Unmasked Estep 
Score: -23006972.000000 Penalty: 5976.610352
	Iteration 3Q: 3 clusters Score -2.300697e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 109874 members 
Entering Unmasked Estep 
Score: -23012168.000000 Penalty: 5976.610352
	Iteration 4F: 3 clusters Score -2.301217e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 122128 members 
Entering Unmasked Estep 
Score: -23021282.000000 Penalty: 5976.610352
	Iteration 5F: 3 clusters Score -2.302128e+07 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 136589 members 
Entering Unmasked Estep 
Score: -23033842.000000 Penalty: 5976.610352
	Iteration 6F: 3 clusters Score -2.303384e+07 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 150663 members 
Entering Unmasked Estep 
Score: -23047072.000000 Penalty: 5976.610352
	Iteration 7F: 3 clusters Score -2.304707e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 161009 members 
Entering Unmasked Estep 
Score: -23056208.000000 Penalty: 5976.610352
	Iteration 8F: 3 clusters Score -2.305621e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 166550 members 
Entering Unmasked Estep 
Score: -23059942.000000 Penalty: 5976.610352
	Iteration 9Q: 3 clusters Score -2.305994e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 169004 members 
Entering Unmasked Estep 
Score: -23061384.000000 Penalty: 5976.610352
	Iteration 10Q: 3 clusters Score -2.306138e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 170002 members 
Entering Unmasked Estep 
Score: -23062062.000000 Penalty: 5976.610352
	Iteration 11Q: 3 clusters Score -2.306206e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 170406 members 
Entering Unmasked Estep 
Score: -23062322.000000 Penalty: 5976.610352
	Iteration 12Q: 3 clusters Score -2.306232e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 170589 members 
Entering Unmasked Estep 
Score: -23062460.000000 Penalty: 5976.610352
	Iteration 13Q: 3 clusters Score -2.306246e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 170668 members 
Entering Unmasked Estep 
Score: -23062548.000000 Penalty: 5976.610352
	Iteration 14Q: 3 clusters Score -2.306255e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 170707 members 
Entering Unmasked Estep 
Score: -23062598.000000 Penalty: 5976.610352
	Iteration 15Q: 3 clusters Score -2.30626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 170724 members 
Entering Unmasked Estep 
Score: -23062628.000000 Penalty: 5976.610352
	Iteration 16Q: 3 clusters Score -2.306263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 170731 members 
Entering Unmasked Estep 
Score: -23062616.000000 Penalty: 5976.610352
	Iteration 17Q: 3 clusters Score -2.306262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 170735 members 
Entering Unmasked Estep 
Score: -23062636.000000 Penalty: 5976.610352
	Iteration 18Q: 3 clusters Score -2.306264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 170739 members 
Entering Unmasked Estep 
Score: -23062654.000000 Penalty: 5976.610352
	Iteration 19Q: 3 clusters Score -2.306265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 170742 members 
Entering Unmasked Estep 
Score: -23062648.000000 Penalty: 5976.610352
	Iteration 20F: 3 clusters Score -2.306265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 170742 members 
Entering Unmasked Estep 
Score: -23062660.000000 Penalty: 5976.610352
	Iteration 21Q: 3 clusters Score -2.306266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 170742 members 
Entering Unmasked Estep 
Score: -23062660.000000 Penalty: 5976.610352
	Iteration 22F: 3 clusters Score -2.306266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Entering Unmasked Estep 
Score: -5052669.000000 Penalty: 2611.131836
	Iteration 0F: 2 clusters Score -5052669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -5027410.500000 Penalty: 5222.263672
	Iteration 0F: 3 clusters Score -5027410 nChanged 17006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -5036846.500000 Penalty: 5222.263672
	Iteration 1F: 3 clusters Score -5036846 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -5037400.500000 Penalty: 5222.263672
	Iteration 2Q: 3 clusters Score -5037400 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5038034.000000 Penalty: 5222.263672
	Iteration 3Q: 3 clusters Score -5038034 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -5038862.500000 Penalty: 5222.263672
	Iteration 4Q: 3 clusters Score -5038862 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -5039874.000000 Penalty: 5222.263672
	Iteration 5Q: 3 clusters Score -5039874 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -5041138.000000 Penalty: 5222.263672
	Iteration 6Q: 3 clusters Score -5041138 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -5042496.500000 Penalty: 5222.263672
	Iteration 7F: 3 clusters Score -5042496 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -5043826.500000 Penalty: 5222.263672
	Iteration 8F: 3 clusters Score -5043826 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -5045063.000000 Penalty: 5222.263672
	Iteration 9Q: 3 clusters Score -5045063 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -5046199.500000 Penalty: 5222.263672
	Iteration 10Q: 3 clusters Score -5046200 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -5047148.500000 Penalty: 5222.263672
	Iteration 11Q: 3 clusters Score -5047148 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -5047950.000000 Penalty: 5222.263672
	Iteration 12Q: 3 clusters Score -5047950 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -5048533.500000 Penalty: 5222.263672
	Iteration 13Q: 3 clusters Score -5048534 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -5048975.000000 Penalty: 5222.263672
	Iteration 14Q: 3 clusters Score -5048975 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -5049341.500000 Penalty: 5222.263672
	Iteration 15Q: 3 clusters Score -5049342 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -5049631.500000 Penalty: 5222.263672
	Iteration 16Q: 3 clusters Score -5049632 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -5049816.500000 Penalty: 5222.263672
	Iteration 17Q: 3 clusters Score -5049816 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -5049945.500000 Penalty: 5222.263672
	Iteration 18Q: 3 clusters Score -5049946 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -5050046.000000 Penalty: 5222.263672
	Iteration 19Q: 3 clusters Score -5050046 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -5050101.000000 Penalty: 5222.263672
	Iteration 20F: 3 clusters Score -5050101 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -5050152.500000 Penalty: 5222.263672
	Iteration 21Q: 3 clusters Score -5050152 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -5050196.000000 Penalty: 5222.263672
	Iteration 22Q: 3 clusters Score -5050196 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -5050232.500000 Penalty: 5222.263672
	Iteration 23Q: 3 clusters Score -5050232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -5050262.500000 Penalty: 5222.263672
	Iteration 24Q: 3 clusters Score -5050262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5050283.500000 Penalty: 5222.263672
	Iteration 25Q: 3 clusters Score -5050284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -5050317.500000 Penalty: 5222.263672
	Iteration 26Q: 3 clusters Score -5050318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -5050344.500000 Penalty: 5222.263672
	Iteration 27Q: 3 clusters Score -5050344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5050358.500000 Penalty: 5222.263672
	Iteration 28Q: 3 clusters Score -5050358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -5050376.000000 Penalty: 5222.263672
	Iteration 29Q: 3 clusters Score -5050376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -5050399.000000 Penalty: 5222.263672
	Iteration 30Q: 3 clusters Score -5050399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -5050403.500000 Penalty: 5222.263672
	Iteration 31Q: 3 clusters Score -5050404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -5050411.500000 Penalty: 5222.263672
	Iteration 32Q: 3 clusters Score -5050412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -5050416.500000 Penalty: 5222.263672
	Iteration 33Q: 3 clusters Score -5050416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -5050423.500000 Penalty: 5222.263672
	Iteration 34Q: 3 clusters Score -5050424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -5050429.000000 Penalty: 5222.263672
	Iteration 35Q: 3 clusters Score -5050429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -5050434.000000 Penalty: 5222.263672
	Iteration 36Q: 3 clusters Score -5050434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -5050438.000000 Penalty: 5222.263672
	Iteration 37Q: 3 clusters Score -5050438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -5050441.500000 Penalty: 5222.263672
	Iteration 38Q: 3 clusters Score -5050442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -5050448.000000 Penalty: 5222.263672
	Iteration 39Q: 3 clusters Score -5050448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -5050455.000000 Penalty: 5222.263672
	Iteration 40F: 3 clusters Score -5050455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -5050451.000000 Penalty: 5222.263672
	Iteration 41Q: 3 clusters Score -5050451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -5050467.500000 Penalty: 5222.263672
	Iteration 42Q: 3 clusters Score -5050468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -5050473.000000 Penalty: 5222.263672
	Iteration 43Q: 3 clusters Score -5050473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -5050470.500000 Penalty: 5222.263672
	Iteration 44Q: 3 clusters Score -5050470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -5050469.000000 Penalty: 5222.263672
	Iteration 45Q: 3 clusters Score -5050469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -5050476.000000 Penalty: 5222.263672
	Iteration 46Q: 3 clusters Score -5050476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -5050475.500000 Penalty: 5222.263672
	Iteration 47Q: 3 clusters Score -5050476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -5050482.500000 Penalty: 5222.263672
	Iteration 48Q: 3 clusters Score -5050482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5050481.000000 Penalty: 5222.263672
	Iteration 49Q: 3 clusters Score -5050481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5050480.500000 Penalty: 5222.263672
	Iteration 50Q: 3 clusters Score -5050480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -5050483.500000 Penalty: 5222.263672
	Iteration 51Q: 3 clusters Score -5050484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -5050483.500000 Penalty: 5222.263672
	Iteration 52F: 3 clusters Score -5050484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Entering Unmasked Estep 
Score: -802229.312500 Penalty: 2152.385010
	Iteration 0F: 2 clusters Score -802229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -797121.375000 Penalty: 4304.770020
	Iteration 0F: 3 clusters Score -797121.4 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -798392.250000 Penalty: 4304.770020
	Iteration 1F: 3 clusters Score -798392.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -798626.562500 Penalty: 4304.770020
	Iteration 2F: 3 clusters Score -798626.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -798775.750000 Penalty: 4304.770020
	Iteration 3Q: 3 clusters Score -798775.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -798884.812500 Penalty: 4304.770020
	Iteration 4Q: 3 clusters Score -798884.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -798988.062500 Penalty: 4304.770020
	Iteration 5Q: 3 clusters Score -798988.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -799073.437500 Penalty: 4304.770020
	Iteration 6Q: 3 clusters Score -799073.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -799149.937500 Penalty: 4304.770020
	Iteration 7Q: 3 clusters Score -799149.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -799210.937500 Penalty: 4304.770020
	Iteration 8Q: 3 clusters Score -799210.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -799262.062500 Penalty: 4304.770020
	Iteration 9Q: 3 clusters Score -799262.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -799320.500000 Penalty: 4304.770020
	Iteration 10Q: 3 clusters Score -799320.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -799372.312500 Penalty: 4304.770020
	Iteration 11Q: 3 clusters Score -799372.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -799419.375000 Penalty: 4304.770020
	Iteration 12Q: 3 clusters Score -799419.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -799467.562500 Penalty: 4304.770020
	Iteration 13Q: 3 clusters Score -799467.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -799511.187500 Penalty: 4304.770020
	Iteration 14Q: 3 clusters Score -799511.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -799556.062500 Penalty: 4304.770020
	Iteration 15Q: 3 clusters Score -799556.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -799607.750000 Penalty: 4304.770020
	Iteration 16Q: 3 clusters Score -799607.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -799678.812500 Penalty: 4304.770020
	Iteration 17Q: 3 clusters Score -799678.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -799762.750000 Penalty: 4304.770020
	Iteration 18Q: 3 clusters Score -799762.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -799844.000000 Penalty: 4304.770020
	Iteration 19Q: 3 clusters Score -799844 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -799930.750000 Penalty: 4304.770020
	Iteration 20F: 3 clusters Score -799930.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -800013.000000 Penalty: 4304.770020
	Iteration 21Q: 3 clusters Score -800013 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -800091.687500 Penalty: 4304.770020
	Iteration 22Q: 3 clusters Score -800091.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -800171.437500 Penalty: 4304.770020
	Iteration 23Q: 3 clusters Score -800171.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -800242.687500 Penalty: 4304.770020
	Iteration 24Q: 3 clusters Score -800242.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -800291.875000 Penalty: 4304.770020
	Iteration 25Q: 3 clusters Score -800291.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -800333.875000 Penalty: 4304.770020
	Iteration 26Q: 3 clusters Score -800333.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -800372.562500 Penalty: 4304.770020
	Iteration 27Q: 3 clusters Score -800372.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -800408.250000 Penalty: 4304.770020
	Iteration 28Q: 3 clusters Score -800408.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -800435.000000 Penalty: 4304.770020
	Iteration 29Q: 3 clusters Score -800435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -800448.937500 Penalty: 4304.770020
	Iteration 30Q: 3 clusters Score -800448.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -800465.375000 Penalty: 4304.770020
	Iteration 31Q: 3 clusters Score -800465.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -800473.500000 Penalty: 4304.770020
	Iteration 32Q: 3 clusters Score -800473.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -800477.500000 Penalty: 4304.770020
	Iteration 33Q: 3 clusters Score -800477.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -800480.187500 Penalty: 4304.770020
	Iteration 34Q: 3 clusters Score -800480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -800484.500000 Penalty: 4304.770020
	Iteration 35Q: 3 clusters Score -800484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -800485.750000 Penalty: 4304.770020
	Iteration 36Q: 3 clusters Score -800485.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -800485.750000 Penalty: 4304.770020
	Iteration 37F: 3 clusters Score -800485.8 nChanged 0
--- Evaluating fit on full set of 3286603 points ---
Entering Unmasked Estep 
Score: -426861600.000000 Penalty: 70705.281250
24->20 Clusters: Score -426861600.000000, best is -427661056.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1095534 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 45642 members 
Mstep: Class 3 contains 45366 members 
Mstep: Class 4 contains 45474 members 
Mstep: Class 5 contains 45545 members 
Mstep: Class 6 contains 45690 members 
Mstep: Class 7 contains 45727 members 
Mstep: Class 8 contains 45679 members 
Mstep: Class 9 contains 45506 members 
Mstep: Class 10 contains 45643 members 
Mstep: Class 11 contains 45914 members 
Mstep: Class 12 contains 45547 members 
Mstep: Class 13 contains 45724 members 
Mstep: Class 14 contains 46217 members 
Mstep: Class 15 contains 45894 members 
Mstep: Class 16 contains 45734 members 
Mstep: Class 17 contains 45634 members 
Mstep: Class 18 contains 45641 members 
Mstep: Class 19 contains 45528 members 
Mstep: Class 20 contains 45654 members 
Mstep: Class 21 contains 45641 members 
Mstep: Class 22 contains 45334 members 
Mstep: Class 23 contains 45572 members 
Mstep: Class 24 contains 45622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 464.990417 but Gain 3448.875000
Score: -140261744.000000 Penalty: 79324.117188
Iteration 0F: 24 clusters Score -1.402617e+08 nChanged 1045663
Entering Unmasked Mstep 
Mstep: Class 0 contains 1856 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 56631 members 
Mstep: Class 3 contains 78314 members 
Mstep: Class 4 contains 37274 members 
Mstep: Class 5 contains 77264 members 
Mstep: Class 6 contains 20186 members 
Mstep: Class 7 contains 21043 members 
Mstep: Class 8 contains 62495 members 
Mstep: Class 9 contains 32230 members 
Mstep: Class 10 contains 36463 members 
Mstep: Class 12 contains 28246 members 
Mstep: Class 13 contains 84579 members 
Mstep: Class 14 contains 35369 members 
Mstep: Class 15 contains 48840 members 
Mstep: Class 16 contains 71470 members 
Mstep: Class 17 contains 100056 members 
Mstep: Class 18 contains 26643 members 
Mstep: Class 19 contains 19081 members 
Mstep: Class 20 contains 22344 members 
Mstep: Class 21 contains 32100 members 
Mstep: Class 22 contains 16913 members 
Mstep: Class 23 contains 11406 members 
Mstep: Class 24 contains 90714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142673040.000000 Penalty: 79324.117188
Iteration 1F: 24 clusters Score -1.42673e+08 nChanged 358307
Entering Unmasked Mstep 
Mstep: Class 0 contains 1938 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 59751 members 
Mstep: Class 3 contains 80787 members 
Mstep: Class 4 contains 38444 members 
Mstep: Class 5 contains 93358 members 
Mstep: Class 6 contains 15991 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 60500 members 
Mstep: Class 9 contains 27138 members 
Mstep: Class 10 contains 36267 members 
Mstep: Class 12 contains 20469 members 
Mstep: Class 13 contains 78789 members 
Mstep: Class 14 contains 23766 members 
Mstep: Class 15 contains 55356 members 
Mstep: Class 16 contains 70456 members 
Mstep: Class 17 contains 145631 members 
Mstep: Class 18 contains 22708 members 
Mstep: Class 19 contains 13588 members 
Mstep: Class 20 contains 16578 members 
Mstep: Class 21 contains 35386 members 
Mstep: Class 22 contains 11969 members 
Mstep: Class 23 contains 6510 members 
Mstep: Class 24 contains 73881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143145392.000000 Penalty: 79324.117188
Iteration 2F: 24 clusters Score -1.431454e+08 nChanged 248671
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 63024 members 
Mstep: Class 3 contains 85662 members 
Mstep: Class 4 contains 34215 members 
Mstep: Class 5 contains 100538 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 18197 members 
Mstep: Class 8 contains 67789 members 
Mstep: Class 9 contains 23760 members 
Mstep: Class 10 contains 32315 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 70435 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 56242 members 
Mstep: Class 16 contains 72891 members 
Mstep: Class 17 contains 187361 members 
Mstep: Class 18 contains 19383 members 
Mstep: Class 19 contains 9967 members 
Mstep: Class 20 contains 12396 members 
Mstep: Class 21 contains 33032 members 
Mstep: Class 22 contains 7836 members 
Mstep: Class 23 contains 4649 members 
Mstep: Class 24 contains 58858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143492896.000000 Penalty: 79324.117188
Iteration 3F: 24 clusters Score -1.434929e+08 nChanged 200492
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 62408 members 
Mstep: Class 3 contains 91312 members 
Mstep: Class 4 contains 28076 members 
Mstep: Class 5 contains 100387 members 
Mstep: Class 6 contains 8855 members 
Mstep: Class 7 contains 21412 members 
Mstep: Class 8 contains 79197 members 
Mstep: Class 9 contains 21313 members 
Mstep: Class 10 contains 27733 members 
Mstep: Class 12 contains 9636 members 
Mstep: Class 13 contains 61318 members 
Mstep: Class 14 contains 9601 members 
Mstep: Class 15 contains 53955 members 
Mstep: Class 16 contains 75514 members 
Mstep: Class 17 contains 227981 members 
Mstep: Class 18 contains 17102 members 
Mstep: Class 19 contains 7536 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 28259 members 
Mstep: Class 22 contains 4752 members 
Mstep: Class 23 contains 2967 members 
Mstep: Class 24 contains 51324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143658144.000000 Penalty: 79324.117188
Iteration 4F: 24 clusters Score -1.436581e+08 nChanged 170771
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 59643 members 
Mstep: Class 3 contains 96354 members 
Mstep: Class 4 contains 22410 members 
Mstep: Class 5 contains 96216 members 
Mstep: Class 6 contains 6496 members 
Mstep: Class 7 contains 22911 members 
Mstep: Class 8 contains 92963 members 
Mstep: Class 9 contains 19980 members 
Mstep: Class 10 contains 24347 members 
Mstep: Class 12 contains 6452 members 
Mstep: Class 13 contains 53253 members 
Mstep: Class 14 contains 5521 members 
Mstep: Class 15 contains 51280 members 
Mstep: Class 16 contains 78972 members 
Mstep: Class 17 contains 257589 members 
Mstep: Class 18 contains 16422 members 
Mstep: Class 19 contains 6085 members 
Mstep: Class 20 contains 6857 members 
Mstep: Class 21 contains 23845 members 
Mstep: Class 22 contains 2860 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 46771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2848.474609 but Gain 3448.875000
Score: -143748864.000000 Penalty: 75875.242188
Iteration 5F: 23 clusters Score -1.437489e+08 nChanged 145600
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 56411 members 
Mstep: Class 3 contains 101678 members 
Mstep: Class 4 contains 18070 members 
Mstep: Class 5 contains 91892 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 22923 members 
Mstep: Class 8 contains 109711 members 
Mstep: Class 9 contains 19648 members 
Mstep: Class 10 contains 21803 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 46807 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 49744 members 
Mstep: Class 16 contains 84446 members 
Mstep: Class 17 contains 269514 members 
Mstep: Class 18 contains 16893 members 
Mstep: Class 19 contains 5517 members 
Mstep: Class 20 contains 5341 members 
Mstep: Class 21 contains 21123 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 43524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2324.167969 but Gain 3448.875000
Score: -143829600.000000 Penalty: 72426.367188
Iteration 6F: 22 clusters Score -1.438296e+08 nChanged 129206
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 53710 members 
Mstep: Class 3 contains 106935 members 
Mstep: Class 4 contains 14953 members 
Mstep: Class 5 contains 87671 members 
Mstep: Class 6 contains 3723 members 
Mstep: Class 7 contains 21761 members 
Mstep: Class 8 contains 129604 members 
Mstep: Class 9 contains 19447 members 
Mstep: Class 10 contains 19618 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 42592 members 
Mstep: Class 15 contains 48790 members 
Mstep: Class 16 contains 92009 members 
Mstep: Class 17 contains 267698 members 
Mstep: Class 18 contains 17275 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 19680 members 
Mstep: Class 23 contains 3016 members 
Mstep: Class 24 contains 40319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2380.171143 but Gain 3448.875000
Score: -143909056.000000 Penalty: 68977.492188
Iteration 7F: 21 clusters Score -1.439091e+08 nChanged 118312
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 51687 members 
Mstep: Class 3 contains 112155 members 
Mstep: Class 4 contains 12668 members 
Mstep: Class 5 contains 84185 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 19917 members 
Mstep: Class 8 contains 151738 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 10 contains 17342 members 
Mstep: Class 13 contains 41470 members 
Mstep: Class 15 contains 47788 members 
Mstep: Class 16 contains 101492 members 
Mstep: Class 17 contains 257478 members 
Mstep: Class 18 contains 17412 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 36106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2549.622559 but Gain 3448.875000
Score: -143988640.000000 Penalty: 65528.617188
Iteration 8F: 20 clusters Score -1.439886e+08 nChanged 109040
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 50154 members 
Mstep: Class 3 contains 118045 members 
Mstep: Class 4 contains 10882 members 
Mstep: Class 5 contains 81197 members 
Mstep: Class 7 contains 18144 members 
Mstep: Class 8 contains 175072 members 
Mstep: Class 9 contains 18641 members 
Mstep: Class 10 contains 14818 members 
Mstep: Class 13 contains 42542 members 
Mstep: Class 15 contains 46346 members 
Mstep: Class 16 contains 112246 members 
Mstep: Class 17 contains 242542 members 
Mstep: Class 18 contains 17204 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 18441 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 30841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3018.756836 but Gain 3448.875000
Score: -144056960.000000 Penalty: 62079.742188
Iteration 9F: 19 clusters Score -1.44057e+08 nChanged 99996
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 49108 members 
Mstep: Class 3 contains 124194 members 
Mstep: Class 4 contains 9607 members 
Mstep: Class 5 contains 79652 members 
Mstep: Class 7 contains 16027 members 
Mstep: Class 8 contains 201539 members 
Mstep: Class 9 contains 17980 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 13 contains 44269 members 
Mstep: Class 15 contains 44743 members 
Mstep: Class 16 contains 123147 members 
Mstep: Class 17 contains 225506 members 
Mstep: Class 18 contains 16382 members 
Mstep: Class 19 contains 6395 members 
Mstep: Class 21 contains 17632 members 
Mstep: Class 23 contains 3083 members 
Mstep: Class 24 contains 24337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144116928.000000 Penalty: 62079.742188
Iteration 10F: 19 clusters Score -1.441169e+08 nChanged 88923
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 48591 members 
Mstep: Class 3 contains 130430 members 
Mstep: Class 4 contains 8293 members 
Mstep: Class 5 contains 78880 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 228134 members 
Mstep: Class 9 contains 17192 members 
Mstep: Class 10 contains 9270 members 
Mstep: Class 13 contains 45879 members 
Mstep: Class 15 contains 42684 members 
Mstep: Class 16 contains 132166 members 
Mstep: Class 17 contains 208158 members 
Mstep: Class 18 contains 15120 members 
Mstep: Class 19 contains 6374 members 
Mstep: Class 21 contains 16560 members 
Mstep: Class 23 contains 3081 members 
Mstep: Class 24 contains 17843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144161312.000000 Penalty: 62079.742188
Iteration 11F: 19 clusters Score -1.441613e+08 nChanged 79042
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 48664 members 
Mstep: Class 3 contains 136733 members 
Mstep: Class 4 contains 7225 members 
Mstep: Class 5 contains 79465 members 
Mstep: Class 7 contains 13008 members 
Mstep: Class 8 contains 250435 members 
Mstep: Class 9 contains 16362 members 
Mstep: Class 10 contains 7120 members 
Mstep: Class 13 contains 47271 members 
Mstep: Class 15 contains 40664 members 
Mstep: Class 16 contains 139501 members 
Mstep: Class 17 contains 192508 members 
Mstep: Class 18 contains 13725 members 
Mstep: Class 19 contains 6184 members 
Mstep: Class 21 contains 15562 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 12612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144188576.000000 Penalty: 62079.742188
Iteration 12F: 19 clusters Score -1.441886e+08 nChanged 68084
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 49116 members 
Mstep: Class 3 contains 143403 members 
Mstep: Class 4 contains 6482 members 
Mstep: Class 5 contains 81196 members 
Mstep: Class 7 contains 12026 members 
Mstep: Class 8 contains 264892 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 5472 members 
Mstep: Class 13 contains 48534 members 
Mstep: Class 15 contains 38795 members 
Mstep: Class 16 contains 145770 members 
Mstep: Class 17 contains 180272 members 
Mstep: Class 18 contains 12249 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 21 contains 14667 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 8979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144210096.000000 Penalty: 62079.742188
Iteration 13F: 19 clusters Score -1.442101e+08 nChanged 58546
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 49664 members 
Mstep: Class 3 contains 149838 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 83923 members 
Mstep: Class 7 contains 11291 members 
Mstep: Class 8 contains 272374 members 
Mstep: Class 9 contains 14599 members 
Mstep: Class 10 contains 4217 members 
Mstep: Class 13 contains 49637 members 
Mstep: Class 15 contains 37122 members 
Mstep: Class 16 contains 151419 members 
Mstep: Class 17 contains 171303 members 
Mstep: Class 18 contains 10857 members 
Mstep: Class 19 contains 5420 members 
Mstep: Class 21 contains 13960 members 
Mstep: Class 23 contains 3052 members 
Mstep: Class 24 contains 6595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144226560.000000 Penalty: 62079.742188
Iteration 14F: 19 clusters Score -1.442266e+08 nChanged 50991
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 50178 members 
Mstep: Class 3 contains 155803 members 
Mstep: Class 4 contains 5745 members 
Mstep: Class 5 contains 87103 members 
Mstep: Class 7 contains 10690 members 
Mstep: Class 8 contains 273750 members 
Mstep: Class 9 contains 14063 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 13 contains 50658 members 
Mstep: Class 15 contains 35620 members 
Mstep: Class 16 contains 156855 members 
Mstep: Class 17 contains 165766 members 
Mstep: Class 18 contains 9856 members 
Mstep: Class 19 contains 5031 members 
Mstep: Class 21 contains 13431 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 5046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3067.665283 but Gain 3448.875000
Score: -144241568.000000 Penalty: 58630.867188
Iteration 15Q: 18 clusters Score -1.442416e+08 nChanged 47756
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 50469 members 
Mstep: Class 3 contains 161852 members 
Mstep: Class 4 contains 5778 members 
Mstep: Class 5 contains 90741 members 
Mstep: Class 7 contains 10177 members 
Mstep: Class 8 contains 271008 members 
Mstep: Class 9 contains 14008 members 
Mstep: Class 13 contains 51707 members 
Mstep: Class 15 contains 34272 members 
Mstep: Class 16 contains 163132 members 
Mstep: Class 17 contains 163046 members 
Mstep: Class 18 contains 9232 members 
Mstep: Class 19 contains 4691 members 
Mstep: Class 21 contains 13018 members 
Mstep: Class 23 contains 3023 members 
Mstep: Class 24 contains 3986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144258944.000000 Penalty: 58630.867188
Iteration 16Q: 18 clusters Score -1.442589e+08 nChanged 40585
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 50541 members 
Mstep: Class 3 contains 165881 members 
Mstep: Class 4 contains 5929 members 
Mstep: Class 5 contains 94325 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 265591 members 
Mstep: Class 9 contains 14005 members 
Mstep: Class 13 contains 52548 members 
Mstep: Class 15 contains 33084 members 
Mstep: Class 16 contains 167891 members 
Mstep: Class 17 contains 162544 members 
Mstep: Class 18 contains 8799 members 
Mstep: Class 19 contains 4420 members 
Mstep: Class 21 contains 12633 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 3272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144270368.000000 Penalty: 58630.867188
Iteration 17Q: 18 clusters Score -1.442704e+08 nChanged 37108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 50398 members 
Mstep: Class 3 contains 168982 members 
Mstep: Class 4 contains 6066 members 
Mstep: Class 5 contains 97965 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 258749 members 
Mstep: Class 9 contains 14181 members 
Mstep: Class 13 contains 53544 members 
Mstep: Class 15 contains 32157 members 
Mstep: Class 16 contains 172553 members 
Mstep: Class 17 contains 163111 members 
Mstep: Class 18 contains 8573 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 21 contains 12283 members 
Mstep: Class 23 contains 2988 members 
Mstep: Class 24 contains 2783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144282432.000000 Penalty: 58630.867188
Iteration 18Q: 18 clusters Score -1.442824e+08 nChanged 33776
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 50182 members 
Mstep: Class 3 contains 171428 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 101553 members 
Mstep: Class 7 contains 9143 members 
Mstep: Class 8 contains 251032 members 
Mstep: Class 9 contains 14561 members 
Mstep: Class 13 contains 54564 members 
Mstep: Class 15 contains 31508 members 
Mstep: Class 16 contains 176995 members 
Mstep: Class 17 contains 164270 members 
Mstep: Class 18 contains 8463 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 21 contains 11999 members 
Mstep: Class 23 contains 2981 members 
Mstep: Class 24 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144290992.000000 Penalty: 58630.867188
Iteration 19Q: 18 clusters Score -1.44291e+08 nChanged 30052
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 49881 members 
Mstep: Class 3 contains 173150 members 
Mstep: Class 4 contains 6189 members 
Mstep: Class 5 contains 105083 members 
Mstep: Class 7 contains 8888 members 
Mstep: Class 8 contains 243197 members 
Mstep: Class 9 contains 14993 members 
Mstep: Class 13 contains 55481 members 
Mstep: Class 15 contains 31124 members 
Mstep: Class 16 contains 181070 members 
Mstep: Class 17 contains 165751 members 
Mstep: Class 18 contains 8478 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 21 contains 11995 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144299200.000000 Penalty: 58630.867188
Iteration 20F: 18 clusters Score -1.442992e+08 nChanged 26847
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 49497 members 
Mstep: Class 3 contains 174155 members 
Mstep: Class 4 contains 6124 members 
Mstep: Class 5 contains 108553 members 
Mstep: Class 7 contains 8645 members 
Mstep: Class 8 contains 235964 members 
Mstep: Class 9 contains 15432 members 
Mstep: Class 13 contains 56341 members 
Mstep: Class 15 contains 30883 members 
Mstep: Class 16 contains 184582 members 
Mstep: Class 17 contains 167277 members 
Mstep: Class 18 contains 8580 members 
Mstep: Class 19 contains 3751 members 
Mstep: Class 21 contains 12165 members 
Mstep: Class 23 contains 2961 members 
Mstep: Class 24 contains 2071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144305392.000000 Penalty: 58630.867188
Iteration 21Q: 18 clusters Score -1.443054e+08 nChanged 24431
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 49083 members 
Mstep: Class 3 contains 174760 members 
Mstep: Class 4 contains 5965 members 
Mstep: Class 5 contains 111916 members 
Mstep: Class 7 contains 8461 members 
Mstep: Class 8 contains 229113 members 
Mstep: Class 9 contains 15828 members 
Mstep: Class 13 contains 57155 members 
Mstep: Class 15 contains 30741 members 
Mstep: Class 16 contains 187854 members 
Mstep: Class 17 contains 168743 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 3664 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144311200.000000 Penalty: 58630.867188
Iteration 22Q: 18 clusters Score -1.443112e+08 nChanged 21859
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 48667 members 
Mstep: Class 3 contains 175076 members 
Mstep: Class 4 contains 5716 members 
Mstep: Class 5 contains 115061 members 
Mstep: Class 7 contains 8333 members 
Mstep: Class 8 contains 222810 members 
Mstep: Class 9 contains 16238 members 
Mstep: Class 13 contains 57888 members 
Mstep: Class 15 contains 30627 members 
Mstep: Class 16 contains 190914 members 
Mstep: Class 17 contains 170195 members 
Mstep: Class 18 contains 8879 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 21 contains 12802 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 1780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144315152.000000 Penalty: 58630.867188
Iteration 23Q: 18 clusters Score -1.443152e+08 nChanged 19745
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 48256 members 
Mstep: Class 3 contains 174966 members 
Mstep: Class 4 contains 5420 members 
Mstep: Class 5 contains 118116 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 217066 members 
Mstep: Class 9 contains 16617 members 
Mstep: Class 13 contains 58578 members 
Mstep: Class 15 contains 30566 members 
Mstep: Class 16 contains 193714 members 
Mstep: Class 17 contains 171421 members 
Mstep: Class 18 contains 9088 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 21 contains 13152 members 
Mstep: Class 23 contains 2945 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144318144.000000 Penalty: 58630.867188
Iteration 24Q: 18 clusters Score -1.443181e+08 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 47820 members 
Mstep: Class 3 contains 174805 members 
Mstep: Class 4 contains 5120 members 
Mstep: Class 5 contains 120937 members 
Mstep: Class 7 contains 8164 members 
Mstep: Class 8 contains 212086 members 
Mstep: Class 9 contains 16955 members 
Mstep: Class 13 contains 59206 members 
Mstep: Class 15 contains 30530 members 
Mstep: Class 16 contains 195987 members 
Mstep: Class 17 contains 172415 members 
Mstep: Class 18 contains 9303 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 21 contains 13533 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144320480.000000 Penalty: 58630.867188
Iteration 25Q: 18 clusters Score -1.443205e+08 nChanged 15891
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 47378 members 
Mstep: Class 3 contains 174487 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 123581 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 8 contains 207773 members 
Mstep: Class 9 contains 17285 members 
Mstep: Class 13 contains 59779 members 
Mstep: Class 15 contains 30513 members 
Mstep: Class 16 contains 197748 members 
Mstep: Class 17 contains 173294 members 
Mstep: Class 18 contains 9482 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 21 contains 14009 members 
Mstep: Class 23 contains 2947 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144323008.000000 Penalty: 58630.867188
Iteration 26Q: 18 clusters Score -1.44323e+08 nChanged 14309
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 46930 members 
Mstep: Class 3 contains 174179 members 
Mstep: Class 4 contains 4645 members 
Mstep: Class 5 contains 125987 members 
Mstep: Class 7 contains 8031 members 
Mstep: Class 8 contains 203972 members 
Mstep: Class 9 contains 17582 members 
Mstep: Class 13 contains 60253 members 
Mstep: Class 15 contains 30518 members 
Mstep: Class 16 contains 199070 members 
Mstep: Class 17 contains 174133 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 21 contains 14501 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144324288.000000 Penalty: 58630.867188
Iteration 27Q: 18 clusters Score -1.443243e+08 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 46418 members 
Mstep: Class 3 contains 173853 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 128267 members 
Mstep: Class 7 contains 7984 members 
Mstep: Class 8 contains 200868 members 
Mstep: Class 9 contains 17844 members 
Mstep: Class 13 contains 60660 members 
Mstep: Class 15 contains 30544 members 
Mstep: Class 16 contains 199978 members 
Mstep: Class 17 contains 174791 members 
Mstep: Class 18 contains 9833 members 
Mstep: Class 19 contains 3606 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 23 contains 2947 members 
Mstep: Class 24 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144325552.000000 Penalty: 58630.867188
Iteration 28Q: 18 clusters Score -1.443256e+08 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 45971 members 
Mstep: Class 3 contains 173541 members 
Mstep: Class 4 contains 4238 members 
Mstep: Class 5 contains 130491 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 198212 members 
Mstep: Class 9 contains 18067 members 
Mstep: Class 13 contains 60936 members 
Mstep: Class 15 contains 30560 members 
Mstep: Class 16 contains 200651 members 
Mstep: Class 17 contains 175306 members 
Mstep: Class 18 contains 10022 members 
Mstep: Class 19 contains 3631 members 
Mstep: Class 21 contains 15505 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144325952.000000 Penalty: 58630.867188
Iteration 29Q: 18 clusters Score -1.44326e+08 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 45562 members 
Mstep: Class 3 contains 173262 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 132539 members 
Mstep: Class 7 contains 7933 members 
Mstep: Class 8 contains 195916 members 
Mstep: Class 9 contains 18268 members 
Mstep: Class 13 contains 61154 members 
Mstep: Class 15 contains 30591 members 
Mstep: Class 16 contains 201076 members 
Mstep: Class 17 contains 175778 members 
Mstep: Class 18 contains 10166 members 
Mstep: Class 19 contains 3655 members 
Mstep: Class 21 contains 16031 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144327328.000000 Penalty: 58630.867188
Iteration 30Q: 18 clusters Score -1.443273e+08 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 45171 members 
Mstep: Class 3 contains 173032 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 5 contains 134493 members 
Mstep: Class 7 contains 7927 members 
Mstep: Class 8 contains 193951 members 
Mstep: Class 9 contains 18452 members 
Mstep: Class 13 contains 61388 members 
Mstep: Class 15 contains 30611 members 
Mstep: Class 16 contains 201210 members 
Mstep: Class 17 contains 176147 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 21 contains 16546 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144328192.000000 Penalty: 58630.867188
Iteration 31Q: 18 clusters Score -1.443282e+08 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 44845 members 
Mstep: Class 3 contains 172848 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 136381 members 
Mstep: Class 7 contains 7904 members 
Mstep: Class 8 contains 192340 members 
Mstep: Class 9 contains 18655 members 
Mstep: Class 13 contains 61556 members 
Mstep: Class 15 contains 30607 members 
Mstep: Class 16 contains 200982 members 
Mstep: Class 17 contains 176418 members 
Mstep: Class 18 contains 10481 members 
Mstep: Class 19 contains 3721 members 
Mstep: Class 21 contains 17054 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329040.000000 Penalty: 58630.867188
Iteration 32Q: 18 clusters Score -1.44329e+08 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 44545 members 
Mstep: Class 3 contains 172608 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 138215 members 
Mstep: Class 7 contains 7891 members 
Mstep: Class 8 contains 191070 members 
Mstep: Class 9 contains 18809 members 
Mstep: Class 13 contains 61676 members 
Mstep: Class 15 contains 30603 members 
Mstep: Class 16 contains 200617 members 
Mstep: Class 17 contains 176588 members 
Mstep: Class 18 contains 10633 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 21 contains 17518 members 
Mstep: Class 23 contains 2947 members 
Mstep: Class 24 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144329248.000000 Penalty: 58630.867188
Iteration 33Q: 18 clusters Score -1.443292e+08 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 44278 members 
Mstep: Class 3 contains 172328 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 139912 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 190224 members 
Mstep: Class 9 contains 18948 members 
Mstep: Class 13 contains 61735 members 
Mstep: Class 15 contains 30579 members 
Mstep: Class 16 contains 200148 members 
Mstep: Class 17 contains 176688 members 
Mstep: Class 18 contains 10770 members 
Mstep: Class 19 contains 3799 members 
Mstep: Class 21 contains 17982 members 
Mstep: Class 23 contains 2947 members 
Mstep: Class 24 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144330320.000000 Penalty: 58630.867188
Iteration 34Q: 18 clusters Score -1.443303e+08 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 44049 members 
Mstep: Class 3 contains 172104 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 141520 members 
Mstep: Class 7 contains 7847 members 
Mstep: Class 8 contains 189672 members 
Mstep: Class 9 contains 19067 members 
Mstep: Class 13 contains 61761 members 
Mstep: Class 15 contains 30545 members 
Mstep: Class 16 contains 199491 members 
Mstep: Class 17 contains 176679 members 
Mstep: Class 18 contains 10908 members 
Mstep: Class 19 contains 3838 members 
Mstep: Class 21 contains 18434 members 
Mstep: Class 23 contains 2947 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144330704.000000 Penalty: 58630.867188
Iteration 35Q: 18 clusters Score -1.443307e+08 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 43863 members 
Mstep: Class 3 contains 171841 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 143030 members 
Mstep: Class 7 contains 7825 members 
Mstep: Class 8 contains 189352 members 
Mstep: Class 9 contains 19194 members 
Mstep: Class 13 contains 61781 members 
Mstep: Class 15 contains 30509 members 
Mstep: Class 16 contains 198717 members 
Mstep: Class 17 contains 176626 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 21 contains 18863 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144331280.000000 Penalty: 58630.867188
Iteration 36Q: 18 clusters Score -1.443313e+08 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 43681 members 
Mstep: Class 3 contains 171555 members 
Mstep: Class 4 contains 2867 members 
Mstep: Class 5 contains 144458 members 
Mstep: Class 7 contains 7802 members 
Mstep: Class 8 contains 189244 members 
Mstep: Class 9 contains 19322 members 
Mstep: Class 13 contains 61748 members 
Mstep: Class 15 contains 30464 members 
Mstep: Class 16 contains 197886 members 
Mstep: Class 17 contains 176504 members 
Mstep: Class 18 contains 11139 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 21 contains 19286 members 
Mstep: Class 23 contains 2950 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144331360.000000 Penalty: 58630.867188
Iteration 37Q: 18 clusters Score -1.443314e+08 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 43527 members 
Mstep: Class 3 contains 171255 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 145879 members 
Mstep: Class 7 contains 7781 members 
Mstep: Class 8 contains 189212 members 
Mstep: Class 9 contains 19429 members 
Mstep: Class 13 contains 61684 members 
Mstep: Class 15 contains 30438 members 
Mstep: Class 16 contains 196986 members 
Mstep: Class 17 contains 176366 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 21 contains 19667 members 
Mstep: Class 23 contains 2951 members 
Mstep: Class 24 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144331680.000000 Penalty: 58630.867188
Iteration 38Q: 18 clusters Score -1.443317e+08 nChanged 4626
Entering ConstructFrom: 
Score: -144331680.000000 Penalty: 58630.867188
Entering ConstructFrom: 
Trying to split cluster 1 (10815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Entering Unmasked Estep 
Score: -1492170.500000 Penalty: 2303.594971
	Iteration 0F: 2 clusters Score -1492170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1483911.375000 Penalty: 4607.189941
	Iteration 0F: 3 clusters Score -1483911 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1486329.125000 Penalty: 4607.189941
	Iteration 1F: 3 clusters Score -1486329 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1486625.500000 Penalty: 4607.189941
	Iteration 2F: 3 clusters Score -1486626 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1486825.125000 Penalty: 4607.189941
	Iteration 3Q: 3 clusters Score -1486825 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1486975.500000 Penalty: 4607.189941
	Iteration 4Q: 3 clusters Score -1486976 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1487117.000000 Penalty: 4607.189941
	Iteration 5Q: 3 clusters Score -1487117 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1487253.750000 Penalty: 4607.189941
	Iteration 6Q: 3 clusters Score -1487254 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1487379.625000 Penalty: 4607.189941
	Iteration 7Q: 3 clusters Score -1487380 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1487511.250000 Penalty: 4607.189941
	Iteration 8Q: 3 clusters Score -1487511 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1487674.125000 Penalty: 4607.189941
	Iteration 9Q: 3 clusters Score -1487674 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1487868.500000 Penalty: 4607.189941
	Iteration 10Q: 3 clusters Score -1487868 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1488138.375000 Penalty: 4607.189941
	Iteration 11Q: 3 clusters Score -1488138 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1488422.500000 Penalty: 4607.189941
	Iteration 12Q: 3 clusters Score -1488422 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1488709.000000 Penalty: 4607.189941
	Iteration 13Q: 3 clusters Score -1488709 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1488997.125000 Penalty: 4607.189941
	Iteration 14Q: 3 clusters Score -1488997 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1489292.500000 Penalty: 4607.189941
	Iteration 15Q: 3 clusters Score -1489292 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1489508.000000 Penalty: 4607.189941
	Iteration 16Q: 3 clusters Score -1489508 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1489702.750000 Penalty: 4607.189941
	Iteration 17Q: 3 clusters Score -1489703 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1489858.875000 Penalty: 4607.189941
	Iteration 18Q: 3 clusters Score -1489859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1489964.125000 Penalty: 4607.189941
	Iteration 19Q: 3 clusters Score -1489964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1490030.625000 Penalty: 4607.189941
	Iteration 20F: 3 clusters Score -1490031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1490085.500000 Penalty: 4607.189941
	Iteration 21Q: 3 clusters Score -1490086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1490136.500000 Penalty: 4607.189941
	Iteration 22Q: 3 clusters Score -1490136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1490156.375000 Penalty: 4607.189941
	Iteration 23Q: 3 clusters Score -1490156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1490174.625000 Penalty: 4607.189941
	Iteration 24Q: 3 clusters Score -1490175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1490178.000000 Penalty: 4607.189941
	Iteration 25Q: 3 clusters Score -1490178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1490181.750000 Penalty: 4607.189941
	Iteration 26Q: 3 clusters Score -1490182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1490184.875000 Penalty: 4607.189941
	Iteration 27Q: 3 clusters Score -1490185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1490182.875000 Penalty: 4607.189941
	Iteration 28Q: 3 clusters Score -1490183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1490182.875000 Penalty: 4607.189941
	Iteration 29F: 3 clusters Score -1490183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Entering Unmasked Estep 
Score: -5634783.500000 Penalty: 2648.351562
	Iteration 0F: 2 clusters Score -5634784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -5605554.000000 Penalty: 5296.703125
	Iteration 0F: 3 clusters Score -5605554 nChanged 20038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5616940.500000 Penalty: 5296.703125
	Iteration 1F: 3 clusters Score -5616940 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -5618219.000000 Penalty: 5296.703125
	Iteration 2Q: 3 clusters Score -5618219 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -5620125.500000 Penalty: 5296.703125
	Iteration 3F: 3 clusters Score -5620126 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -5622627.000000 Penalty: 5296.703125
	Iteration 4F: 3 clusters Score -5622627 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5625716.000000 Penalty: 5296.703125
	Iteration 5F: 3 clusters Score -5625716 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5628501.000000 Penalty: 5296.703125
	Iteration 6F: 3 clusters Score -5628501 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -5630319.500000 Penalty: 5296.703125
	Iteration 7F: 3 clusters Score -5630320 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -5631162.500000 Penalty: 5296.703125
	Iteration 8Q: 3 clusters Score -5631162 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -5631455.500000 Penalty: 5296.703125
	Iteration 9Q: 3 clusters Score -5631456 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -5631532.000000 Penalty: 5296.703125
	Iteration 10Q: 3 clusters Score -5631532 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -5631563.000000 Penalty: 5296.703125
	Iteration 11Q: 3 clusters Score -5631563 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -5631596.000000 Penalty: 5296.703125
	Iteration 12Q: 3 clusters Score -5631596 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -5631602.000000 Penalty: 5296.703125
	Iteration 13Q: 3 clusters Score -5631602 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -5631604.000000 Penalty: 5296.703125
	Iteration 14Q: 3 clusters Score -5631604 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -5631600.500000 Penalty: 5296.703125
	Iteration 15Q: 3 clusters Score -5631600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -5631602.000000 Penalty: 5296.703125
	Iteration 16Q: 3 clusters Score -5631602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -5631606.500000 Penalty: 5296.703125
	Iteration 17Q: 3 clusters Score -5631606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -5631614.500000 Penalty: 5296.703125
	Iteration 18Q: 3 clusters Score -5631614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -5631623.000000 Penalty: 5296.703125
	Iteration 19Q: 3 clusters Score -5631623 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -5631624.500000 Penalty: 5296.703125
	Iteration 20F: 3 clusters Score -5631624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -5631630.000000 Penalty: 5296.703125
	Iteration 21Q: 3 clusters Score -5631630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -5631639.000000 Penalty: 5296.703125
	Iteration 22Q: 3 clusters Score -5631639 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -5631649.500000 Penalty: 5296.703125
	Iteration 23Q: 3 clusters Score -5631650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -5631644.500000 Penalty: 5296.703125
	Iteration 24Q: 3 clusters Score -5631644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -5631645.000000 Penalty: 5296.703125
	Iteration 25Q: 3 clusters Score -5631645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -5631651.500000 Penalty: 5296.703125
	Iteration 26Q: 3 clusters Score -5631652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -5631639.000000 Penalty: 5296.703125
	Iteration 27Q: 3 clusters Score -5631639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -5631642.500000 Penalty: 5296.703125
	Iteration 28Q: 3 clusters Score -5631642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -5631648.500000 Penalty: 5296.703125
	Iteration 29Q: 3 clusters Score -5631648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -5631631.000000 Penalty: 5296.703125
	Iteration 30Q: 3 clusters Score -5631631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -5631643.000000 Penalty: 5296.703125
	Iteration 31Q: 3 clusters Score -5631643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5631644.000000 Penalty: 5296.703125
	Iteration 32Q: 3 clusters Score -5631644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5631648.000000 Penalty: 5296.703125
	Iteration 33Q: 3 clusters Score -5631648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5631645.500000 Penalty: 5296.703125
	Iteration 34Q: 3 clusters Score -5631646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -5631642.500000 Penalty: 5296.703125
	Iteration 35Q: 3 clusters Score -5631642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -5631654.500000 Penalty: 5296.703125
	Iteration 36Q: 3 clusters Score -5631654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -5631661.500000 Penalty: 5296.703125
	Iteration 37Q: 3 clusters Score -5631662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -5631651.000000 Penalty: 5296.703125
	Iteration 38Q: 3 clusters Score -5631651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5631670.500000 Penalty: 5296.703125
	Iteration 39Q: 3 clusters Score -5631670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -5631660.000000 Penalty: 5296.703125
	Iteration 40F: 3 clusters Score -5631660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -5631663.500000 Penalty: 5296.703125
	Iteration 41Q: 3 clusters Score -5631664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5631652.000000 Penalty: 5296.703125
	Iteration 42Q: 3 clusters Score -5631652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -5631659.500000 Penalty: 5296.703125
	Iteration 43Q: 3 clusters Score -5631660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5631651.000000 Penalty: 5296.703125
	Iteration 44Q: 3 clusters Score -5631651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -5631650.000000 Penalty: 5296.703125
	Iteration 45Q: 3 clusters Score -5631650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -5631664.500000 Penalty: 5296.703125
	Iteration 46Q: 3 clusters Score -5631664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -5631669.500000 Penalty: 5296.703125
	Iteration 47Q: 3 clusters Score -5631670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5631669.000000 Penalty: 5296.703125
	Iteration 48Q: 3 clusters Score -5631669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -5631660.000000 Penalty: 5296.703125
	Iteration 49Q: 3 clusters Score -5631660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5631666.000000 Penalty: 5296.703125
	Iteration 50Q: 3 clusters Score -5631666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -5631669.000000 Penalty: 5296.703125
	Iteration 51Q: 3 clusters Score -5631669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -5631670.000000 Penalty: 5296.703125
	Iteration 52Q: 3 clusters Score -5631670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -5631670.500000 Penalty: 5296.703125
	Iteration 53Q: 3 clusters Score -5631670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -5631673.500000 Penalty: 5296.703125
	Iteration 54Q: 3 clusters Score -5631674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -5631674.000000 Penalty: 5296.703125
	Iteration 55Q: 3 clusters Score -5631674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -5631683.500000 Penalty: 5296.703125
	Iteration 56Q: 3 clusters Score -5631684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -5631685.000000 Penalty: 5296.703125
	Iteration 57Q: 3 clusters Score -5631685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -5631678.000000 Penalty: 5296.703125
	Iteration 58Q: 3 clusters Score -5631678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -5631676.000000 Penalty: 5296.703125
	Iteration 59Q: 3 clusters Score -5631676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -5631677.500000 Penalty: 5296.703125
	Iteration 60F: 3 clusters Score -5631678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -5631679.500000 Penalty: 5296.703125
	Iteration 61Q: 3 clusters Score -5631680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -5631681.500000 Penalty: 5296.703125
	Iteration 62Q: 3 clusters Score -5631682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -5631689.000000 Penalty: 5296.703125
	Iteration 63Q: 3 clusters Score -5631689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -5631695.000000 Penalty: 5296.703125
	Iteration 64Q: 3 clusters Score -5631695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5631704.000000 Penalty: 5296.703125
	Iteration 65Q: 3 clusters Score -5631704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -5631687.000000 Penalty: 5296.703125
	Iteration 66Q: 3 clusters Score -5631687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -5631682.000000 Penalty: 5296.703125
	Iteration 67Q: 3 clusters Score -5631682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -5631679.500000 Penalty: 5296.703125
	Iteration 68Q: 3 clusters Score -5631680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -5631691.000000 Penalty: 5296.703125
	Iteration 69Q: 3 clusters Score -5631691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5631688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5631689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -5631690.500000 Penalty: 5296.703125
	Iteration 72Q: 3 clusters Score -5631690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -5631699.500000 Penalty: 5296.703125
	Iteration 73Q: 3 clusters Score -5631700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -5631693.500000 Penalty: 5296.703125
	Iteration 74Q: 3 clusters Score -5631694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -5631700.500000 Penalty: 5296.703125
	Iteration 75Q: 3 clusters Score -5631700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -5631711.000000 Penalty: 5296.703125
	Iteration 76Q: 3 clusters Score -5631711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5631709.000000 Penalty: 5296.703125
	Iteration 77Q: 3 clusters Score -5631709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -5631712.000000 Penalty: 5296.703125
	Iteration 78Q: 3 clusters Score -5631712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -5631706.500000 Penalty: 5296.703125
	Iteration 79Q: 3 clusters Score -5631706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5631705.500000 Penalty: 5296.703125
	Iteration 80F: 3 clusters Score -5631706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -5631709.500000 Penalty: 5296.703125
	Iteration 81Q: 3 clusters Score -5631710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -5631707.000000 Penalty: 5296.703125
	Iteration 82Q: 3 clusters Score -5631707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -5631708.500000 Penalty: 5296.703125
	Iteration 83Q: 3 clusters Score -5631708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5631710.000000 Penalty: 5296.703125
	Iteration 84Q: 3 clusters Score -5631710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -5631712.500000 Penalty: 5296.703125
	Iteration 85Q: 3 clusters Score -5631712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -5631707.000000 Penalty: 5296.703125
	Iteration 86Q: 3 clusters Score -5631707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -5631716.500000 Penalty: 5296.703125
	Iteration 87Q: 3 clusters Score -5631716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -5631715.500000 Penalty: 5296.703125
	Iteration 88Q: 3 clusters Score -5631716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -5631718.000000 Penalty: 5296.703125
	Iteration 89Q: 3 clusters Score -5631718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -5631717.000000 Penalty: 5296.703125
	Iteration 90Q: 3 clusters Score -5631717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -5631719.000000 Penalty: 5296.703125
	Iteration 91Q: 3 clusters Score -5631719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -5631715.500000 Penalty: 5296.703125
	Iteration 92Q: 3 clusters Score -5631716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -5631715.000000 Penalty: 5296.703125
	Iteration 93Q: 3 clusters Score -5631715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -5631730.000000 Penalty: 5296.703125
	Iteration 94Q: 3 clusters Score -5631730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5631730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -5631720.000000 Penalty: 5296.703125
	Iteration 96Q: 3 clusters Score -5631720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -5631723.000000 Penalty: 5296.703125
	Iteration 97Q: 3 clusters Score -5631723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -5631718.000000 Penalty: 5296.703125
	Iteration 98Q: 3 clusters Score -5631718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -5631722.000000 Penalty: 5296.703125
	Iteration 99Q: 3 clusters Score -5631722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -5631728.000000 Penalty: 5296.703125
	Iteration 100F: 3 clusters Score -5631728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -5631715.000000 Penalty: 5296.703125
	Iteration 101Q: 3 clusters Score -5631715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -5631723.500000 Penalty: 5296.703125
	Iteration 102Q: 3 clusters Score -5631724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -5631720.500000 Penalty: 5296.703125
	Iteration 103Q: 3 clusters Score -5631720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5631729.500000 Penalty: 5296.703125
	Iteration 104Q: 3 clusters Score -5631730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -5631725.000000 Penalty: 5296.703125
	Iteration 105Q: 3 clusters Score -5631725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -5631739.000000 Penalty: 5296.703125
	Iteration 106Q: 3 clusters Score -5631739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -5631733.000000 Penalty: 5296.703125
	Iteration 107Q: 3 clusters Score -5631733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -5631727.000000 Penalty: 5296.703125
	Iteration 108Q: 3 clusters Score -5631727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -5631735.000000 Penalty: 5296.703125
	Iteration 109Q: 3 clusters Score -5631735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -5631742.000000 Penalty: 5296.703125
	Iteration 110Q: 3 clusters Score -5631742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -5631738.500000 Penalty: 5296.703125
	Iteration 111Q: 3 clusters Score -5631738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -5631740.500000 Penalty: 5296.703125
	Iteration 112Q: 3 clusters Score -5631740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -5631741.000000 Penalty: 5296.703125
	Iteration 113Q: 3 clusters Score -5631741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -5631753.500000 Penalty: 5296.703125
	Iteration 114Q: 3 clusters Score -5631754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -5631739.000000 Penalty: 5296.703125
	Iteration 115Q: 3 clusters Score -5631739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -5631745.000000 Penalty: 5296.703125
	Iteration 116Q: 3 clusters Score -5631745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -5631729.500000 Penalty: 5296.703125
	Iteration 117Q: 3 clusters Score -5631730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -5631734.000000 Penalty: 5296.703125
	Iteration 118Q: 3 clusters Score -5631734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -5631730.500000 Penalty: 5296.703125
	Iteration 119Q: 3 clusters Score -5631730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -5631739.000000 Penalty: 5296.703125
	Iteration 120F: 3 clusters Score -5631739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -5631743.000000 Penalty: 5296.703125
	Iteration 121Q: 3 clusters Score -5631743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -5631740.000000 Penalty: 5296.703125
	Iteration 122Q: 3 clusters Score -5631740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -5631743.000000 Penalty: 5296.703125
	Iteration 123Q: 3 clusters Score -5631743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -5631744.500000 Penalty: 5296.703125
	Iteration 124Q: 3 clusters Score -5631744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5631735.500000 Penalty: 5296.703125
	Iteration 125Q: 3 clusters Score -5631736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -5631745.500000 Penalty: 5296.703125
	Iteration 126Q: 3 clusters Score -5631746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -5631746.500000 Penalty: 5296.703125
	Iteration 127Q: 3 clusters Score -5631746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -5631741.000000 Penalty: 5296.703125
	Iteration 128Q: 3 clusters Score -5631741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -5631752.000000 Penalty: 5296.703125
	Iteration 129Q: 3 clusters Score -5631752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -5631746.500000 Penalty: 5296.703125
	Iteration 130Q: 3 clusters Score -5631746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -5631743.000000 Penalty: 5296.703125
	Iteration 131Q: 3 clusters Score -5631743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -5631740.500000 Penalty: 5296.703125
	Iteration 132Q: 3 clusters Score -5631740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -5631743.500000 Penalty: 5296.703125
	Iteration 133Q: 3 clusters Score -5631744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -5631736.500000 Penalty: 5296.703125
	Iteration 134Q: 3 clusters Score -5631736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -5631740.000000 Penalty: 5296.703125
	Iteration 135Q: 3 clusters Score -5631740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -5631742.000000 Penalty: 5296.703125
	Iteration 136Q: 3 clusters Score -5631742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -5631741.000000 Penalty: 5296.703125
	Iteration 137Q: 3 clusters Score -5631741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -5631747.500000 Penalty: 5296.703125
	Iteration 138Q: 3 clusters Score -5631748 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -5631741.500000 Penalty: 5296.703125
	Iteration 139Q: 3 clusters Score -5631742 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -5631739.500000 Penalty: 5296.703125
	Iteration 140F: 3 clusters Score -5631740 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -5631739.500000 Penalty: 5296.703125
	Iteration 141Q: 3 clusters Score -5631740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5631742 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -5631729.000000 Penalty: 5296.703125
	Iteration 143Q: 3 clusters Score -5631729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5631740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5631748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -5631742.500000 Penalty: 5296.703125
	Iteration 146Q: 3 clusters Score -5631742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5631754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -5631764.000000 Penalty: 5296.703125
	Iteration 148Q: 3 clusters Score -5631764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5631763 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5631767 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -5631762.500000 Penalty: 5296.703125
	Iteration 151Q: 3 clusters Score -5631762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -5631761.500000 Penalty: 5296.703125
	Iteration 152Q: 3 clusters Score -5631762 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5631768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5631776 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5631782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5631785.000000 Penalty: 5296.703125
	Iteration 156Q: 3 clusters Score -5631785 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5631780 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5631798 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5631783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5631790 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5631810 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5631798 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5631808 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5631804 nChanged 25
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Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5631798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5631787 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5631800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5631804 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -5631807.000000 Penalty: 5296.703125
	Iteration 169Q: 3 clusters Score -5631807 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5631814 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5631825 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -5631821.000000 Penalty: 5296.703125
	Iteration 172Q: 3 clusters Score -5631821 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5631810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
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Entering Unmasked Estep 
Score: -5631815.000000 Penalty: 5296.703125
	Iteration 174Q: 3 clusters Score -5631815 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25426 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5631820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5631822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5631814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5631820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5631813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5631792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5631804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5631814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5631814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -5631819.500000 Penalty: 5296.703125
	Iteration 184Q: 3 clusters Score -5631820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -5631838.500000 Penalty: 5296.703125
	Iteration 185Q: 3 clusters Score -5631838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -5631832.500000 Penalty: 5296.703125
	Iteration 186Q: 3 clusters Score -5631832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -5631828.000000 Penalty: 5296.703125
	Iteration 187Q: 3 clusters Score -5631828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5631829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -5631825.000000 Penalty: 5296.703125
	Iteration 189Q: 3 clusters Score -5631825 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -5631821.500000 Penalty: 5296.703125
	Iteration 190Q: 3 clusters Score -5631822 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5631819 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -5631806.500000 Penalty: 5296.703125
	Iteration 192Q: 3 clusters Score -5631806 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5631820 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24490 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5631828 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -5631831.000000 Penalty: 5296.703125
	Iteration 195Q: 3 clusters Score -5631831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5631834 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5631846 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5631854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -5631851.000000 Penalty: 5296.703125
	Iteration 199Q: 3 clusters Score -5631851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5631856 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5631856 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5631856 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5631856 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -5631848.500000 Penalty: 5296.703125
	Iteration 204Q: 3 clusters Score -5631848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -5631847.500000 Penalty: 5296.703125
	Iteration 205Q: 3 clusters Score -5631848 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5631850 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5631855 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5631852 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -5631844.000000 Penalty: 5296.703125
	Iteration 209Q: 3 clusters Score -5631844 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5631850 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -5631859.000000 Penalty: 5296.703125
	Iteration 211Q: 3 clusters Score -5631859 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5631848 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5631849 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -5631845.000000 Penalty: 5296.703125
	Iteration 214Q: 3 clusters Score -5631845 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5631854 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5631863 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5631860 nChanged 5
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Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5631856 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5631856 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5631856 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -5631852.500000 Penalty: 5296.703125
	Iteration 221Q: 3 clusters Score -5631852 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5631850 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5631848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5631850 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -5631840.500000 Penalty: 5296.703125
	Iteration 225Q: 3 clusters Score -5631840 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5631852 nChanged 15
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Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5631856 nChanged 9
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Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -5631857.500000 Penalty: 5296.703125
	Iteration 228Q: 3 clusters Score -5631858 nChanged 8
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Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5631855 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5631856 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5631860 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -5631864.500000 Penalty: 5296.703125
	Iteration 232Q: 3 clusters Score -5631864 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23505 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5631869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5631868 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5631864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5631866 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5631860 nChanged 4
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Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5631864 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5631874 nChanged 11
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Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5631876 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5631880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5631880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5631874 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5631864 nChanged 18
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Mstep: Class 1 contains 23400 members 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5631869 nChanged 25
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Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5631876 nChanged 28
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Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5631872 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5631878 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5631888 nChanged 24
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Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5631879 nChanged 22
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Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -5631878 nChanged 21
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Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5631886 nChanged 21
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Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5631880 nChanged 19
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Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5631888 nChanged 27
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Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -5631884.000000 Penalty: 5296.703125
	Iteration 255Q: 3 clusters Score -5631884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5631886 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23116 members 
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5631877 nChanged 27
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5631883 nChanged 34
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5631895 nChanged 27
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Mstep: Class 1 contains 23028 members 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5631895 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23011 members 
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5631900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5631892 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5631882 nChanged 27
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5631907 nChanged 31
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Mstep: Class 1 contains 22914 members 
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5631908 nChanged 26
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -5631912 nChanged 21
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Mstep: Class 1 contains 22867 members 
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Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5631918 nChanged 22
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Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -5631908 nChanged 20
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Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -5631908 nChanged 20
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Mstep: Class 1 contains 22805 members 
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -5631900 nChanged 26
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Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -5631892 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -5631904 nChanged 30
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Mstep: Class 1 contains 22722 members 
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5631908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -5631921.500000 Penalty: 5296.703125
	Iteration 274Q: 3 clusters Score -5631922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5631912 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -5631908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -5631912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
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Entering Unmasked Estep 
Score: -5631916.500000 Penalty: 5296.703125
	Iteration 278Q: 3 clusters Score -5631916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -5631920.500000 Penalty: 5296.703125
	Iteration 279Q: 3 clusters Score -5631920 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -5631929.000000 Penalty: 5296.703125
	Iteration 280F: 3 clusters Score -5631929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
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Entering Unmasked Estep 
Score: -5631933.000000 Penalty: 5296.703125
	Iteration 281Q: 3 clusters Score -5631933 nChanged 29
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Mstep: Class 1 contains 22499 members 
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Entering Unmasked Estep 
Score: -5631940.000000 Penalty: 5296.703125
	Iteration 282Q: 3 clusters Score -5631940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -5631948.500000 Penalty: 5296.703125
	Iteration 283Q: 3 clusters Score -5631948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
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Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -5631964 nChanged 30
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -5631964 nChanged 35
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Mstep: Class 1 contains 22370 members 
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Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -5631965 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22326 members 
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -5631972 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -5631965 nChanged 49
Entering Unmasked Mstep 
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	Iteration 289Q: 3 clusters Score -5631962 nChanged 59
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -5631974 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 2 contains 21322 members 
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	Iteration 291Q: 3 clusters Score -5631983 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 2 contains 21390 members 
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	Iteration 292Q: 3 clusters Score -5631988 nChanged 55
Entering Unmasked Mstep 
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	Iteration 293Q: 3 clusters Score -5631982 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 2 contains 21496 members 
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	Iteration 294Q: 3 clusters Score -5631976 nChanged 59
Entering Unmasked Mstep 
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	Iteration 295Q: 3 clusters Score -5631985 nChanged 65
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5631996 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21748 members 
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Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5631980 nChanged 63
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5631990 nChanged 66
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	Iteration 299Q: 3 clusters Score -5631998 nChanged 60
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -5632004 nChanged 53
Entering Unmasked Mstep 
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	Iteration 301Q: 3 clusters Score -5632012 nChanged 58
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -5632016 nChanged 54
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Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -5632013 nChanged 43
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Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -5632028 nChanged 29
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Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -5632026 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -5632030 nChanged 34
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Entering Unmasked Estep 
Score: -5632031.500000 Penalty: 5296.703125
	Iteration 307Q: 3 clusters Score -5632032 nChanged 38
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Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -5632022 nChanged 30
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	Iteration 309Q: 3 clusters Score -5632030 nChanged 24
Entering Unmasked Mstep 
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	Iteration 310Q: 3 clusters Score -5632026 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5632023.500000 Penalty: 5296.703125
	Iteration 311Q: 3 clusters Score -5632024 nChanged 30
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	Iteration 312Q: 3 clusters Score -5632018 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -5632021 nChanged 25
Entering Unmasked Mstep 
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	Iteration 314Q: 3 clusters Score -5632023 nChanged 24
Entering Unmasked Mstep 
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	Iteration 315Q: 3 clusters Score -5632020 nChanged 24
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	Iteration 316Q: 3 clusters Score -5632024 nChanged 18
Entering Unmasked Mstep 
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	Iteration 317Q: 3 clusters Score -5632012 nChanged 13
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	Iteration 318Q: 3 clusters Score -5632021 nChanged 24
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	Iteration 319Q: 3 clusters Score -5632007 nChanged 25
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -5632019 nChanged 30
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Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -5632013 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -5632022 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -5632014 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -5632037 nChanged 34
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	Iteration 325Q: 3 clusters Score -5632026 nChanged 39
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	Iteration 326Q: 3 clusters Score -5632026 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -5632024 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20661 members 
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	Iteration 328Q: 3 clusters Score -5632024 nChanged 36
Entering Unmasked Mstep 
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	Iteration 329Q: 3 clusters Score -5632019 nChanged 33
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Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -5632031 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -5632046 nChanged 21
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	Iteration 332Q: 3 clusters Score -5632040 nChanged 22
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Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -5632037 nChanged 18
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	Iteration 334Q: 3 clusters Score -5632040 nChanged 31
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	Iteration 335Q: 3 clusters Score -5632040 nChanged 49
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Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -5632044 nChanged 45
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Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -5632030 nChanged 47
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Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -5632039 nChanged 54
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Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -5632048 nChanged 54
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Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -5632047 nChanged 47
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	Iteration 341Q: 3 clusters Score -5632043 nChanged 61
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	Iteration 342Q: 3 clusters Score -5632038 nChanged 64
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Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -5632041 nChanged 59
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	Iteration 344Q: 3 clusters Score -5632056 nChanged 61
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Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -5632064 nChanged 61
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Mstep: Class 1 contains 19879 members 
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Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -5632060 nChanged 62
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	Iteration 347Q: 3 clusters Score -5632051 nChanged 69
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	Iteration 348Q: 3 clusters Score -5632065 nChanged 66
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	Iteration 349Q: 3 clusters Score -5632070 nChanged 84
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	Iteration 350Q: 3 clusters Score -5632086 nChanged 97
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	Iteration 351Q: 3 clusters Score -5632096 nChanged 92
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	Iteration 352Q: 3 clusters Score -5632103 nChanged 91
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	Iteration 353Q: 3 clusters Score -5632086 nChanged 97
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	Iteration 354Q: 3 clusters Score -5632106 nChanged 102
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	Iteration 355Q: 3 clusters Score -5632100 nChanged 103
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	Iteration 356Q: 3 clusters Score -5632115 nChanged 76
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	Iteration 357Q: 3 clusters Score -5632114 nChanged 99
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	Iteration 358Q: 3 clusters Score -5632133 nChanged 107
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	Iteration 359Q: 3 clusters Score -5632114 nChanged 88
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	Iteration 360F: 3 clusters Score -5632120 nChanged 97
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	Iteration 361Q: 3 clusters Score -5632136 nChanged 88
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	Iteration 362Q: 3 clusters Score -5632152 nChanged 83
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	Iteration 363Q: 3 clusters Score -5632138 nChanged 88
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	Iteration 364Q: 3 clusters Score -5632158 nChanged 83
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	Iteration 365Q: 3 clusters Score -5632164 nChanged 85
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	Iteration 366Q: 3 clusters Score -5632152 nChanged 70
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	Iteration 367Q: 3 clusters Score -5632172 nChanged 73
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	Iteration 368Q: 3 clusters Score -5632179 nChanged 85
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	Iteration 369Q: 3 clusters Score -5632197 nChanged 83
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	Iteration 370Q: 3 clusters Score -5632200 nChanged 86
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	Iteration 371Q: 3 clusters Score -5632182 nChanged 89
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	Iteration 372Q: 3 clusters Score -5632194 nChanged 78
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	Iteration 373Q: 3 clusters Score -5632196 nChanged 73
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	Iteration 374Q: 3 clusters Score -5632194 nChanged 75
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	Iteration 375Q: 3 clusters Score -5632196 nChanged 81
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	Iteration 376Q: 3 clusters Score -5632194 nChanged 103
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	Iteration 377Q: 3 clusters Score -5632202 nChanged 100
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	Iteration 378Q: 3 clusters Score -5632203 nChanged 112
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	Iteration 379Q: 3 clusters Score -5632208 nChanged 98
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	Iteration 380F: 3 clusters Score -5632214 nChanged 97
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	Iteration 381Q: 3 clusters Score -5632221 nChanged 83
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	Iteration 382Q: 3 clusters Score -5632224 nChanged 82
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	Iteration 383Q: 3 clusters Score -5632214 nChanged 96
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	Iteration 384Q: 3 clusters Score -5632238 nChanged 100
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Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -5632226 nChanged 112
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	Iteration 386Q: 3 clusters Score -5632230 nChanged 119
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	Iteration 387Q: 3 clusters Score -5632261 nChanged 113
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	Iteration 388Q: 3 clusters Score -5632287 nChanged 90
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	Iteration 389Q: 3 clusters Score -5632296 nChanged 79
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	Iteration 390Q: 3 clusters Score -5632294 nChanged 68
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	Iteration 391Q: 3 clusters Score -5632291 nChanged 71
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	Iteration 392Q: 3 clusters Score -5632290 nChanged 67
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Mstep: Class 1 contains 15779 members 
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	Iteration 393Q: 3 clusters Score -5632296 nChanged 73
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Mstep: Class 1 contains 15708 members 
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Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -5632306 nChanged 51
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	Iteration 395Q: 3 clusters Score -5632296 nChanged 52
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Mstep: Class 1 contains 15607 members 
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Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -5632312 nChanged 56
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Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -5632326 nChanged 56
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	Iteration 398Q: 3 clusters Score -5632339 nChanged 64
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	Iteration 399Q: 3 clusters Score -5632354 nChanged 52
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Mstep: Class 1 contains 15381 members 
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Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -5632346 nChanged 61
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Mstep: Class 1 contains 15322 members 
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Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -5632351 nChanged 57
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Mstep: Class 1 contains 15265 members 
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	Iteration 402Q: 3 clusters Score -5632348 nChanged 63
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	Iteration 403Q: 3 clusters Score -5632347 nChanged 60
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Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -5632341 nChanged 62
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Mstep: Class 1 contains 15082 members 
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	Iteration 405Q: 3 clusters Score -5632340 nChanged 85
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	Iteration 406Q: 3 clusters Score -5632350 nChanged 97
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	Iteration 407Q: 3 clusters Score -5632364 nChanged 109
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	Iteration 408Q: 3 clusters Score -5632390 nChanged 105
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Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -5632394 nChanged 103
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Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -5632390 nChanged 110
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Mstep: Class 1 contains 14487 members 
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	Iteration 411Q: 3 clusters Score -5632392 nChanged 115
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Mstep: Class 1 contains 14376 members 
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Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -5632420 nChanged 115
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	Iteration 413Q: 3 clusters Score -5632420 nChanged 108
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Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -5632428 nChanged 128
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	Iteration 415Q: 3 clusters Score -5632460 nChanged 125
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	Iteration 416Q: 3 clusters Score -5632460 nChanged 130
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	Iteration 417Q: 3 clusters Score -5632457 nChanged 111
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Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -5632469 nChanged 111
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Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -5632482 nChanged 101
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Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -5632490 nChanged 116
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Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -5632508 nChanged 120
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Mstep: Class 2 contains 30200 members 
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	Iteration 422Q: 3 clusters Score -5632512 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -5632517.500000 Penalty: 5296.703125
	Iteration 423Q: 3 clusters Score -5632518 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -5632530 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -5632547.500000 Penalty: 5296.703125
	Iteration 425Q: 3 clusters Score -5632548 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -5632573 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -5632570.000000 Penalty: 5296.703125
	Iteration 427Q: 3 clusters Score -5632570 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -5632604.000000 Penalty: 5296.703125
	Iteration 428Q: 3 clusters Score -5632604 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -5632600 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -5632608.500000 Penalty: 5296.703125
	Iteration 430Q: 3 clusters Score -5632608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -5632636.000000 Penalty: 5296.703125
	Iteration 431Q: 3 clusters Score -5632636 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -5632652.000000 Penalty: 5296.703125
	Iteration 432Q: 3 clusters Score -5632652 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -5632662.500000 Penalty: 5296.703125
	Iteration 433Q: 3 clusters Score -5632662 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -5632664.500000 Penalty: 5296.703125
	Iteration 434Q: 3 clusters Score -5632664 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -5632689.000000 Penalty: 5296.703125
	Iteration 435Q: 3 clusters Score -5632689 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -5632704.500000 Penalty: 5296.703125
	Iteration 436Q: 3 clusters Score -5632704 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -5632721.000000 Penalty: 5296.703125
	Iteration 437Q: 3 clusters Score -5632721 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -5632723.000000 Penalty: 5296.703125
	Iteration 438Q: 3 clusters Score -5632723 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -5632737.000000 Penalty: 5296.703125
	Iteration 439Q: 3 clusters Score -5632737 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -5632750.000000 Penalty: 5296.703125
	Iteration 440F: 3 clusters Score -5632750 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -5632756.500000 Penalty: 5296.703125
	Iteration 441Q: 3 clusters Score -5632756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -5632770.000000 Penalty: 5296.703125
	Iteration 442Q: 3 clusters Score -5632770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -5632772.500000 Penalty: 5296.703125
	Iteration 443Q: 3 clusters Score -5632772 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -5632786.000000 Penalty: 5296.703125
	Iteration 444Q: 3 clusters Score -5632786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
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	Iteration 445Q: 3 clusters Score -5632782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
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	Iteration 446Q: 3 clusters Score -5632782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -5632793.000000 Penalty: 5296.703125
	Iteration 447Q: 3 clusters Score -5632793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -5632792.500000 Penalty: 5296.703125
	Iteration 448Q: 3 clusters Score -5632792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -5632806.000000 Penalty: 5296.703125
	Iteration 449Q: 3 clusters Score -5632806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
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	Iteration 450Q: 3 clusters Score -5632800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -5632800.000000 Penalty: 5296.703125
	Iteration 451Q: 3 clusters Score -5632800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -5632800.500000 Penalty: 5296.703125
	Iteration 452Q: 3 clusters Score -5632800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -5632804.500000 Penalty: 5296.703125
	Iteration 453Q: 3 clusters Score -5632804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -5632812.500000 Penalty: 5296.703125
	Iteration 454Q: 3 clusters Score -5632812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -5632807.000000 Penalty: 5296.703125
	Iteration 455Q: 3 clusters Score -5632807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -5632824.000000 Penalty: 5296.703125
	Iteration 456Q: 3 clusters Score -5632824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -5632820.500000 Penalty: 5296.703125
	Iteration 457Q: 3 clusters Score -5632820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -5632813.000000 Penalty: 5296.703125
	Iteration 458Q: 3 clusters Score -5632813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -5632818.000000 Penalty: 5296.703125
	Iteration 459Q: 3 clusters Score -5632818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -5632816.500000 Penalty: 5296.703125
	Iteration 460F: 3 clusters Score -5632816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -5632808.500000 Penalty: 5296.703125
	Iteration 461Q: 3 clusters Score -5632808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -5632805.000000 Penalty: 5296.703125
	Iteration 462Q: 3 clusters Score -5632805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -5632802.000000 Penalty: 5296.703125
	Iteration 463Q: 3 clusters Score -5632802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -5632803.000000 Penalty: 5296.703125
	Iteration 464Q: 3 clusters Score -5632803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -5632803.000000 Penalty: 5296.703125
	Iteration 465Q: 3 clusters Score -5632803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -5632811.500000 Penalty: 5296.703125
	Iteration 466Q: 3 clusters Score -5632812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -5632814.000000 Penalty: 5296.703125
	Iteration 467Q: 3 clusters Score -5632814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -5632812.500000 Penalty: 5296.703125
	Iteration 468Q: 3 clusters Score -5632812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5632818.500000 Penalty: 5296.703125
	Iteration 469Q: 3 clusters Score -5632818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -5632825.500000 Penalty: 5296.703125
	Iteration 470Q: 3 clusters Score -5632826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -5632837.000000 Penalty: 5296.703125
	Iteration 471Q: 3 clusters Score -5632837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -5632834.500000 Penalty: 5296.703125
	Iteration 472Q: 3 clusters Score -5632834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -5632832.000000 Penalty: 5296.703125
	Iteration 473Q: 3 clusters Score -5632832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -5632826.500000 Penalty: 5296.703125
	Iteration 474Q: 3 clusters Score -5632826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -5632819.000000 Penalty: 5296.703125
	Iteration 475Q: 3 clusters Score -5632819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -5632827.500000 Penalty: 5296.703125
	Iteration 476Q: 3 clusters Score -5632828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -5632820.500000 Penalty: 5296.703125
	Iteration 477Q: 3 clusters Score -5632820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -5632819.000000 Penalty: 5296.703125
	Iteration 478Q: 3 clusters Score -5632819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -5632828.000000 Penalty: 5296.703125
	Iteration 479Q: 3 clusters Score -5632828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -5632831.500000 Penalty: 5296.703125
	Iteration 480F: 3 clusters Score -5632832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -5632828.000000 Penalty: 5296.703125
	Iteration 481Q: 3 clusters Score -5632828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -5632835.000000 Penalty: 5296.703125
	Iteration 482Q: 3 clusters Score -5632835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -5632828.500000 Penalty: 5296.703125
	Iteration 483Q: 3 clusters Score -5632828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -5632832.500000 Penalty: 5296.703125
	Iteration 484Q: 3 clusters Score -5632832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -5632838.500000 Penalty: 5296.703125
	Iteration 485Q: 3 clusters Score -5632838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -5632846.500000 Penalty: 5296.703125
	Iteration 486Q: 3 clusters Score -5632846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -5632841.000000 Penalty: 5296.703125
	Iteration 487Q: 3 clusters Score -5632841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -5632848.500000 Penalty: 5296.703125
	Iteration 488Q: 3 clusters Score -5632848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -5632851.500000 Penalty: 5296.703125
	Iteration 489Q: 3 clusters Score -5632852 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -5632842.500000 Penalty: 5296.703125
	Iteration 490Q: 3 clusters Score -5632842 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -5632842.500000 Penalty: 5296.703125
	Iteration 491Q: 3 clusters Score -5632842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -5632845.000000 Penalty: 5296.703125
	Iteration 492Q: 3 clusters Score -5632845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
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	Iteration 493Q: 3 clusters Score -5632842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -5632847.500000 Penalty: 5296.703125
	Iteration 494Q: 3 clusters Score -5632848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -5632849.500000 Penalty: 5296.703125
	Iteration 495Q: 3 clusters Score -5632850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -5632843.500000 Penalty: 5296.703125
	Iteration 496Q: 3 clusters Score -5632844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -5632850.500000 Penalty: 5296.703125
	Iteration 497Q: 3 clusters Score -5632850 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
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	Iteration 498Q: 3 clusters Score -5632850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
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	Iteration 499Q: 3 clusters Score -5632851 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
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	Iteration 500F: 3 clusters Score -5632856 nChanged 21
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 3 (170903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170903 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2.289308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2.277971e+07 nChanged 81982
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2.282726e+07 nChanged 5199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2.282848e+07 nChanged 5655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2.283007e+07 nChanged 6885
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 100576 members 
Entering Unmasked Estep 
Score: -22832792.000000 Penalty: 5976.229980
	Iteration 4Q: 3 clusters Score -2.283279e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 108991 members 
Entering Unmasked Estep 
Score: -22837346.000000 Penalty: 5976.229980
	Iteration 5F: 3 clusters Score -2.283735e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 120642 members 
Entering Unmasked Estep 
Score: -22845778.000000 Penalty: 5976.229980
	Iteration 6F: 3 clusters Score -2.284578e+07 nChanged 14400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 134874 members 
Entering Unmasked Estep 
Score: -22857572.000000 Penalty: 5976.229980
	Iteration 7F: 3 clusters Score -2.285757e+07 nChanged 14367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 149157 members 
Entering Unmasked Estep 
Score: -22870772.000000 Penalty: 5976.229980
	Iteration 8F: 3 clusters Score -2.287077e+07 nChanged 11150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 160293 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -2.288121e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 166702 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2.288701e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 169430 members 
Entering Unmasked Estep 
Score: -22889502.000000 Penalty: 5976.229980
	Iteration 11Q: 3 clusters Score -2.28895e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 170213 members 
Entering Unmasked Estep 
Score: -22890222.000000 Penalty: 5976.229980
	Iteration 12Q: 3 clusters Score -2.289022e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 170453 members 
Entering Unmasked Estep 
Score: -22890394.000000 Penalty: 5976.229980
	Iteration 13Q: 3 clusters Score -2.289039e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 170552 members 
Entering Unmasked Estep 
Score: -22890460.000000 Penalty: 5976.229980
	Iteration 14Q: 3 clusters Score -2.289046e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 170594 members 
Entering Unmasked Estep 
Score: -22890496.000000 Penalty: 5976.229980
	Iteration 15Q: 3 clusters Score -2.28905e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 170618 members 
Entering Unmasked Estep 
Score: -22890522.000000 Penalty: 5976.229980
	Iteration 16Q: 3 clusters Score -2.289052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 170635 members 
Entering Unmasked Estep 
Score: -22890540.000000 Penalty: 5976.229980
	Iteration 17Q: 3 clusters Score -2.289054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 170648 members 
Entering Unmasked Estep 
Score: -22890560.000000 Penalty: 5976.229980
	Iteration 18Q: 3 clusters Score -2.289056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 170650 members 
Entering Unmasked Estep 
Score: -22890568.000000 Penalty: 5976.229980
	Iteration 19Q: 3 clusters Score -2.289057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 170649 members 
Entering Unmasked Estep 
Score: -22890598.000000 Penalty: 5976.229980
	Iteration 20F: 3 clusters Score -2.28906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 170649 members 
Entering Unmasked Estep 
Score: -22890616.000000 Penalty: 5976.229980
	Iteration 21Q: 3 clusters Score -2.289062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170655 members 
Entering Unmasked Estep 
Score: -22890646.000000 Penalty: 5976.229980
	Iteration 22Q: 3 clusters Score -2.289065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 170657 members 
Entering Unmasked Estep 
Score: -22890652.000000 Penalty: 5976.229980
	Iteration 23Q: 3 clusters Score -2.289065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 170659 members 
Entering Unmasked Estep 
Score: -22890648.000000 Penalty: 5976.229980
	Iteration 24Q: 3 clusters Score -2.289065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -22890650.000000 Penalty: 5976.229980
	Iteration 25Q: 3 clusters Score -2.289065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -22890664.000000 Penalty: 5976.229980
	Iteration 26Q: 3 clusters Score -2.289066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170661 members 
Entering Unmasked Estep 
Score: -22890664.000000 Penalty: 5976.229980
	Iteration 27Q: 3 clusters Score -2.289066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170660 members 
Entering Unmasked Estep 
Score: -22890664.000000 Penalty: 5976.229980
	Iteration 28Q: 3 clusters Score -2.289066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170660 members 
Entering Unmasked Estep 
Score: -22890664.000000 Penalty: 5976.229980
	Iteration 29F: 3 clusters Score -2.289066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -354955.312500 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -354955.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -351944.781250 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -351944.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -352554.531250 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -352554.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -352731.500000 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -352731.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -352859.093750 Penalty: 3899.989502
	Iteration 3F: 3 clusters Score -352859.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -352970.218750 Penalty: 3899.989502
	Iteration 4Q: 3 clusters Score -352970.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -353084.406250 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -353084.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -353185.906250 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -353185.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -353281.625000 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -353281.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -353353.625000 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -353353.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -353418.156250 Penalty: 3899.989502
	Iteration 9Q: 3 clusters Score -353418.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -353504.593750 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -353504.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -353588.750000 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -353588.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -353655.406250 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -353655.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -353712.968750 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -353713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -353765.281250 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -353765.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -353812.125000 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -353812.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -353847.500000 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -353847.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -353881.906250 Penalty: 3899.989502
	Iteration 17Q: 3 clusters Score -353881.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -353903.875000 Penalty: 3899.989502
	Iteration 18Q: 3 clusters Score -353903.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -353918.031250 Penalty: 3899.989502
	Iteration 19Q: 3 clusters Score -353918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -353927.343750 Penalty: 3899.989502
	Iteration 20F: 3 clusters Score -353927.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -353935.937500 Penalty: 3899.989502
	Iteration 21Q: 3 clusters Score -353935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -353939.656250 Penalty: 3899.989502
	Iteration 22Q: 3 clusters Score -353939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -353941.781250 Penalty: 3899.989502
	Iteration 23Q: 3 clusters Score -353941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -353942.843750 Penalty: 3899.989502
	Iteration 24Q: 3 clusters Score -353942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -353943.937500 Penalty: 3899.989502
	Iteration 25Q: 3 clusters Score -353943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -353945.718750 Penalty: 3899.989502
	Iteration 26Q: 3 clusters Score -353945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -353946.843750 Penalty: 3899.989502
	Iteration 27Q: 3 clusters Score -353946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -353947.218750 Penalty: 3899.989502
	Iteration 28Q: 3 clusters Score -353947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -353947.218750 Penalty: 3899.989502
	Iteration 29F: 3 clusters Score -353947.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (147315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147315 members 
Entering Unmasked Estep 
Score: -19796172.000000 Penalty: 2951.281494
	Iteration 0F: 2 clusters Score -1.979617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -19698004.000000 Penalty: 5902.562988
	Iteration 0F: 3 clusters Score -1.9698e+07 nChanged 70327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -19739026.000000 Penalty: 5902.562988
	Iteration 1F: 3 clusters Score -1.973903e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -19740452.000000 Penalty: 5902.562988
	Iteration 2Q: 3 clusters Score -1.974045e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -19742496.000000 Penalty: 5902.562988
	Iteration 3Q: 3 clusters Score -1.97425e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -19745198.000000 Penalty: 5902.562988
	Iteration 4Q: 3 clusters Score -1.97452e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -19749066.000000 Penalty: 5902.562988
	Iteration 5F: 3 clusters Score -1.974907e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -19754754.000000 Penalty: 5902.562988
	Iteration 6F: 3 clusters Score -1.975475e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -19762282.000000 Penalty: 5902.562988
	Iteration 7F: 3 clusters Score -1.976228e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 117412 members 
Entering Unmasked Estep 
Score: -19770686.000000 Penalty: 5902.562988
	Iteration 8F: 3 clusters Score -1.977069e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 125533 members 
Entering Unmasked Estep 
Score: -19778366.000000 Penalty: 5902.562988
	Iteration 9F: 3 clusters Score -1.977837e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 131420 members 
Entering Unmasked Estep 
Score: -19783906.000000 Penalty: 5902.562988
	Iteration 10Q: 3 clusters Score -1.978391e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 135319 members 
Entering Unmasked Estep 
Score: -19787464.000000 Penalty: 5902.562988
	Iteration 11Q: 3 clusters Score -1.978746e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 137831 members 
Entering Unmasked Estep 
Score: -19789508.000000 Penalty: 5902.562988
	Iteration 12Q: 3 clusters Score -1.978951e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -19790824.000000 Penalty: 5902.562988
	Iteration 13Q: 3 clusters Score -1.979082e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 140860 members 
Entering Unmasked Estep 
Score: -19791662.000000 Penalty: 5902.562988
	Iteration 14Q: 3 clusters Score -1.979166e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 141809 members 
Entering Unmasked Estep 
Score: -19792306.000000 Penalty: 5902.562988
	Iteration 15Q: 3 clusters Score -1.979231e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 142547 members 
Entering Unmasked Estep 
Score: -19792802.000000 Penalty: 5902.562988
	Iteration 16Q: 3 clusters Score -1.97928e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 143080 members 
Entering Unmasked Estep 
Score: -19793072.000000 Penalty: 5902.562988
	Iteration 17Q: 3 clusters Score -1.979307e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 143492 members 
Entering Unmasked Estep 
Score: -19793304.000000 Penalty: 5902.562988
	Iteration 18Q: 3 clusters Score -1.97933e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 143835 members 
Entering Unmasked Estep 
Score: -19793438.000000 Penalty: 5902.562988
	Iteration 19Q: 3 clusters Score -1.979344e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 144093 members 
Entering Unmasked Estep 
Score: -19793618.000000 Penalty: 5902.562988
	Iteration 20F: 3 clusters Score -1.979362e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 144295 members 
Entering Unmasked Estep 
Score: -19793682.000000 Penalty: 5902.562988
	Iteration 21Q: 3 clusters Score -1.979368e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 144441 members 
Entering Unmasked Estep 
Score: -19793712.000000 Penalty: 5902.562988
	Iteration 22Q: 3 clusters Score -1.979371e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 144561 members 
Entering Unmasked Estep 
Score: -19793716.000000 Penalty: 5902.562988
	Iteration 23Q: 3 clusters Score -1.979372e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 144655 members 
Entering Unmasked Estep 
Score: -19793774.000000 Penalty: 5902.562988
	Iteration 24Q: 3 clusters Score -1.979377e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 144739 members 
Entering Unmasked Estep 
Score: -19793820.000000 Penalty: 5902.562988
	Iteration 25Q: 3 clusters Score -1.979382e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 144817 members 
Entering Unmasked Estep 
Score: -19793848.000000 Penalty: 5902.562988
	Iteration 26Q: 3 clusters Score -1.979385e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 144871 members 
Entering Unmasked Estep 
Score: -19793842.000000 Penalty: 5902.562988
	Iteration 27Q: 3 clusters Score -1.979384e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 144916 members 
Entering Unmasked Estep 
Score: -19793864.000000 Penalty: 5902.562988
	Iteration 28Q: 3 clusters Score -1.979386e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 144951 members 
Entering Unmasked Estep 
Score: -19793880.000000 Penalty: 5902.562988
	Iteration 29Q: 3 clusters Score -1.979388e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 144980 members 
Entering Unmasked Estep 
Score: -19793916.000000 Penalty: 5902.562988
	Iteration 30Q: 3 clusters Score -1.979392e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 145006 members 
Entering Unmasked Estep 
Score: -19793902.000000 Penalty: 5902.562988
	Iteration 31Q: 3 clusters Score -1.97939e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 145040 members 
Entering Unmasked Estep 
Score: -19793900.000000 Penalty: 5902.562988
	Iteration 32Q: 3 clusters Score -1.97939e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 145073 members 
Entering Unmasked Estep 
Score: -19793924.000000 Penalty: 5902.562988
	Iteration 33Q: 3 clusters Score -1.979392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 145106 members 
Entering Unmasked Estep 
Score: -19793914.000000 Penalty: 5902.562988
	Iteration 34Q: 3 clusters Score -1.979391e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -19793938.000000 Penalty: 5902.562988
	Iteration 35Q: 3 clusters Score -1.979394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 145156 members 
Entering Unmasked Estep 
Score: -19793938.000000 Penalty: 5902.562988
	Iteration 36Q: 3 clusters Score -1.979394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 145179 members 
Entering Unmasked Estep 
Score: -19793982.000000 Penalty: 5902.562988
	Iteration 37Q: 3 clusters Score -1.979398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 145194 members 
Entering Unmasked Estep 
Score: -19793986.000000 Penalty: 5902.562988
	Iteration 38Q: 3 clusters Score -1.979399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 145203 members 
Entering Unmasked Estep 
Score: -19794002.000000 Penalty: 5902.562988
	Iteration 39Q: 3 clusters Score -1.9794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 145214 members 
Entering Unmasked Estep 
Score: -19793988.000000 Penalty: 5902.562988
	Iteration 40F: 3 clusters Score -1.979399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 145220 members 
Entering Unmasked Estep 
Score: -19793982.000000 Penalty: 5902.562988
	Iteration 41Q: 3 clusters Score -1.979398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 145229 members 
Entering Unmasked Estep 
Score: -19793968.000000 Penalty: 5902.562988
	Iteration 42Q: 3 clusters Score -1.979397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 145232 members 
Entering Unmasked Estep 
Score: -19793978.000000 Penalty: 5902.562988
	Iteration 43Q: 3 clusters Score -1.979398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 145235 members 
Entering Unmasked Estep 
Score: -19793968.000000 Penalty: 5902.562988
	Iteration 44Q: 3 clusters Score -1.979397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 145237 members 
Entering Unmasked Estep 
Score: -19793988.000000 Penalty: 5902.562988
	Iteration 45Q: 3 clusters Score -1.979399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 145241 members 
Entering Unmasked Estep 
Score: -19793990.000000 Penalty: 5902.562988
	Iteration 46Q: 3 clusters Score -1.979399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 145247 members 
Entering Unmasked Estep 
Score: -19793986.000000 Penalty: 5902.562988
	Iteration 47Q: 3 clusters Score -1.979399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 145256 members 
Entering Unmasked Estep 
Score: -19793982.000000 Penalty: 5902.562988
	Iteration 48Q: 3 clusters Score -1.979398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 145266 members 
Entering Unmasked Estep 
Score: -19793990.000000 Penalty: 5902.562988
	Iteration 49Q: 3 clusters Score -1.979399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 145278 members 
Entering Unmasked Estep 
Score: -19793992.000000 Penalty: 5902.562988
	Iteration 50Q: 3 clusters Score -1.979399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 145286 members 
Entering Unmasked Estep 
Score: -19793972.000000 Penalty: 5902.562988
	Iteration 51Q: 3 clusters Score -1.979397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 145291 members 
Entering Unmasked Estep 
Score: -19793982.000000 Penalty: 5902.562988
	Iteration 52Q: 3 clusters Score -1.979398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 145294 members 
Entering Unmasked Estep 
Score: -19793986.000000 Penalty: 5902.562988
	Iteration 53Q: 3 clusters Score -1.979399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 145296 members 
Entering Unmasked Estep 
Score: -19794004.000000 Penalty: 5902.562988
	Iteration 54Q: 3 clusters Score -1.9794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 145298 members 
Entering Unmasked Estep 
Score: -19793998.000000 Penalty: 5902.562988
	Iteration 55Q: 3 clusters Score -1.9794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 145302 members 
Entering Unmasked Estep 
Score: -19793992.000000 Penalty: 5902.562988
	Iteration 56Q: 3 clusters Score -1.979399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 145308 members 
Entering Unmasked Estep 
Score: -19793998.000000 Penalty: 5902.562988
	Iteration 57Q: 3 clusters Score -1.9794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 145311 members 
Entering Unmasked Estep 
Score: -19793994.000000 Penalty: 5902.562988
	Iteration 58Q: 3 clusters Score -1.979399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 145316 members 
Entering Unmasked Estep 
Score: -19794004.000000 Penalty: 5902.562988
	Iteration 59Q: 3 clusters Score -1.9794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 145324 members 
Entering Unmasked Estep 
Score: -19794018.000000 Penalty: 5902.562988
	Iteration 60F: 3 clusters Score -1.979402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 145333 members 
Entering Unmasked Estep 
Score: -19794020.000000 Penalty: 5902.562988
	Iteration 61Q: 3 clusters Score -1.979402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 145338 members 
Entering Unmasked Estep 
Score: -19794040.000000 Penalty: 5902.562988
	Iteration 62Q: 3 clusters Score -1.979404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 145339 members 
Entering Unmasked Estep 
Score: -19794034.000000 Penalty: 5902.562988
	Iteration 63Q: 3 clusters Score -1.979403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 145340 members 
Entering Unmasked Estep 
Score: -19794032.000000 Penalty: 5902.562988
	Iteration 64Q: 3 clusters Score -1.979403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 145342 members 
Entering Unmasked Estep 
Score: -19794026.000000 Penalty: 5902.562988
	Iteration 65Q: 3 clusters Score -1.979403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 145342 members 
Entering Unmasked Estep 
Score: -19794026.000000 Penalty: 5902.562988
	Iteration 66F: 3 clusters Score -1.979403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Entering Unmasked Estep 
Score: -977948.000000 Penalty: 2220.983154
	Iteration 0F: 2 clusters Score -977948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -971690.750000 Penalty: 4441.966309
	Iteration 0F: 3 clusters Score -971690.8 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -973494.500000 Penalty: 4441.966309
	Iteration 1F: 3 clusters Score -973494.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -973942.625000 Penalty: 4441.966309
	Iteration 2F: 3 clusters Score -973942.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -974472.437500 Penalty: 4441.966309
	Iteration 3F: 3 clusters Score -974472.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -974995.187500 Penalty: 4441.966309
	Iteration 4F: 3 clusters Score -974995.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -975480.437500 Penalty: 4441.966309
	Iteration 5F: 3 clusters Score -975480.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -975879.062500 Penalty: 4441.966309
	Iteration 6F: 3 clusters Score -975879.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -976129.875000 Penalty: 4441.966309
	Iteration 7Q: 3 clusters Score -976129.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -976329.437500 Penalty: 4441.966309
	Iteration 8Q: 3 clusters Score -976329.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -976500.375000 Penalty: 4441.966309
	Iteration 9Q: 3 clusters Score -976500.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -976630.937500 Penalty: 4441.966309
	Iteration 10Q: 3 clusters Score -976630.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -976729.500000 Penalty: 4441.966309
	Iteration 11Q: 3 clusters Score -976729.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -976819.937500 Penalty: 4441.966309
	Iteration 12Q: 3 clusters Score -976819.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -976904.500000 Penalty: 4441.966309
	Iteration 13Q: 3 clusters Score -976904.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -976982.625000 Penalty: 4441.966309
	Iteration 14Q: 3 clusters Score -976982.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -977068.812500 Penalty: 4441.966309
	Iteration 15Q: 3 clusters Score -977068.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -977147.562500 Penalty: 4441.966309
	Iteration 16Q: 3 clusters Score -977147.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -977229.187500 Penalty: 4441.966309
	Iteration 17Q: 3 clusters Score -977229.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -977307.375000 Penalty: 4441.966309
	Iteration 18Q: 3 clusters Score -977307.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -977381.812500 Penalty: 4441.966309
	Iteration 19Q: 3 clusters Score -977381.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -977459.125000 Penalty: 4441.966309
	Iteration 20F: 3 clusters Score -977459.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -977577.375000 Penalty: 4441.966309
	Iteration 21Q: 3 clusters Score -977577.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -977661.812500 Penalty: 4441.966309
	Iteration 22Q: 3 clusters Score -977661.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -977714.625000 Penalty: 4441.966309
	Iteration 23Q: 3 clusters Score -977714.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -977754.875000 Penalty: 4441.966309
	Iteration 24Q: 3 clusters Score -977754.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -977780.937500 Penalty: 4441.966309
	Iteration 25Q: 3 clusters Score -977780.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -977803.875000 Penalty: 4441.966309
	Iteration 26Q: 3 clusters Score -977803.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -977825.812500 Penalty: 4441.966309
	Iteration 27Q: 3 clusters Score -977825.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -977842.562500 Penalty: 4441.966309
	Iteration 28Q: 3 clusters Score -977842.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -977856.187500 Penalty: 4441.966309
	Iteration 29Q: 3 clusters Score -977856.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -977864.687500 Penalty: 4441.966309
	Iteration 30Q: 3 clusters Score -977864.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -977872.500000 Penalty: 4441.966309
	Iteration 31Q: 3 clusters Score -977872.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -977878.625000 Penalty: 4441.966309
	Iteration 32Q: 3 clusters Score -977878.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -977884.125000 Penalty: 4441.966309
	Iteration 33Q: 3 clusters Score -977884.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -977890.562500 Penalty: 4441.966309
	Iteration 34Q: 3 clusters Score -977890.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -977892.687500 Penalty: 4441.966309
	Iteration 35Q: 3 clusters Score -977892.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -977895.687500 Penalty: 4441.966309
	Iteration 36Q: 3 clusters Score -977895.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -977898.687500 Penalty: 4441.966309
	Iteration 37Q: 3 clusters Score -977898.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -977902.250000 Penalty: 4441.966309
	Iteration 38Q: 3 clusters Score -977902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -977903.562500 Penalty: 4441.966309
	Iteration 39Q: 3 clusters Score -977903.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -977919.625000 Penalty: 4441.966309
	Iteration 40F: 3 clusters Score -977919.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -977939.562500 Penalty: 4441.966309
	Iteration 41Q: 3 clusters Score -977939.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -977952.625000 Penalty: 4441.966309
	Iteration 42Q: 3 clusters Score -977952.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -977959.375000 Penalty: 4441.966309
	Iteration 43Q: 3 clusters Score -977959.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -977967.687500 Penalty: 4441.966309
	Iteration 44Q: 3 clusters Score -977967.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -977976.375000 Penalty: 4441.966309
	Iteration 45Q: 3 clusters Score -977976.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -977981.750000 Penalty: 4441.966309
	Iteration 46Q: 3 clusters Score -977981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -977983.750000 Penalty: 4441.966309
	Iteration 47Q: 3 clusters Score -977983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -977988.750000 Penalty: 4441.966309
	Iteration 48Q: 3 clusters Score -977988.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -977996.687500 Penalty: 4441.966309
	Iteration 49Q: 3 clusters Score -977996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -977997.875000 Penalty: 4441.966309
	Iteration 50Q: 3 clusters Score -977997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -977998.187500 Penalty: 4441.966309
	Iteration 51Q: 3 clusters Score -977998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -977998.187500 Penalty: 4441.966309
	Iteration 52F: 3 clusters Score -977998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 43427 members 
Mstep: Class 3 contains 170903 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 147315 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 6995 members 
Mstep: Class 8 contains 189199 members 
Mstep: Class 9 contains 19502 members 
Mstep: Class 13 contains 61622 members 
Mstep: Class 15 contains 30409 members 
Mstep: Class 16 contains 195995 members 
Mstep: Class 17 contains 176292 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 21 contains 20023 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 1322 members 
Entering Unmasked Estep 
Score: -144330976.000000 Penalty: 62079.742188
Splitting cluster 7 changes total score from -144331680.000000 to -144330976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (189199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Entering Unmasked Estep 
Score: -25299296.000000 Penalty: 3013.337646
	Iteration 0F: 2 clusters Score -2.52993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 94562 members 
Entering Unmasked Estep 
Score: -25177458.000000 Penalty: 6026.675293
	Iteration 0F: 3 clusters Score -2.517746e+07 nChanged 90816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95137 members 
Mstep: Class 2 contains 94062 members 
Entering Unmasked Estep 
Score: -25230618.000000 Penalty: 6026.675293
	Iteration 1F: 3 clusters Score -2.523062e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95717 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -25231778.000000 Penalty: 6026.675293
	Iteration 2Q: 3 clusters Score -2.523178e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 92488 members 
Entering Unmasked Estep 
Score: -25233130.000000 Penalty: 6026.675293
	Iteration 3Q: 3 clusters Score -2.523313e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98414 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -25234984.000000 Penalty: 6026.675293
	Iteration 4Q: 3 clusters Score -2.523498e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -25238356.000000 Penalty: 6026.675293
	Iteration 5Q: 3 clusters Score -2.523836e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 83555 members 
Entering Unmasked Estep 
Score: -25244070.000000 Penalty: 6026.675293
	Iteration 6F: 3 clusters Score -2.524407e+07 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111956 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -25253014.000000 Penalty: 6026.675293
	Iteration 7F: 3 clusters Score -2.525301e+07 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119532 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -25263954.000000 Penalty: 6026.675293
	Iteration 8F: 3 clusters Score -2.526395e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126845 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -25275836.000000 Penalty: 6026.675293
	Iteration 9F: 3 clusters Score -2.527584e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132414 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -25283984.000000 Penalty: 6026.675293
	Iteration 10F: 3 clusters Score -2.528398e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136609 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -25287736.000000 Penalty: 6026.675293
	Iteration 11Q: 3 clusters Score -2.528774e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140223 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -25289752.000000 Penalty: 6026.675293
	Iteration 12Q: 3 clusters Score -2.528975e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143547 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -25291498.000000 Penalty: 6026.675293
	Iteration 13Q: 3 clusters Score -2.52915e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146654 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -25292982.000000 Penalty: 6026.675293
	Iteration 14Q: 3 clusters Score -2.529298e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -25294156.000000 Penalty: 6026.675293
	Iteration 15Q: 3 clusters Score -2.529416e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152148 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -25295198.000000 Penalty: 6026.675293
	Iteration 16Q: 3 clusters Score -2.52952e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154618 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -25296140.000000 Penalty: 6026.675293
	Iteration 17Q: 3 clusters Score -2.529614e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156805 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -25296810.000000 Penalty: 6026.675293
	Iteration 18Q: 3 clusters Score -2.529681e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158943 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -25297378.000000 Penalty: 6026.675293
	Iteration 19Q: 3 clusters Score -2.529738e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160983 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -25297702.000000 Penalty: 6026.675293
	Iteration 20F: 3 clusters Score -2.52977e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162928 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -25297952.000000 Penalty: 6026.675293
	Iteration 21Q: 3 clusters Score -2.529795e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164721 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -25298346.000000 Penalty: 6026.675293
	Iteration 22Q: 3 clusters Score -2.529835e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166347 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -25298260.000000 Penalty: 6026.675293
	Iteration 23Q: 3 clusters Score -2.529826e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167827 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -25298332.000000 Penalty: 6026.675293
	Iteration 24Q: 3 clusters Score -2.529833e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169157 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -25298414.000000 Penalty: 6026.675293
	Iteration 25Q: 3 clusters Score -2.529841e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170388 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -25298480.000000 Penalty: 6026.675293
	Iteration 26Q: 3 clusters Score -2.529848e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -25298484.000000 Penalty: 6026.675293
	Iteration 27Q: 3 clusters Score -2.529848e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172544 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -25298408.000000 Penalty: 6026.675293
	Iteration 28Q: 3 clusters Score -2.529841e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173489 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -25298436.000000 Penalty: 6026.675293
	Iteration 29Q: 3 clusters Score -2.529844e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174370 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -25298402.000000 Penalty: 6026.675293
	Iteration 30Q: 3 clusters Score -2.52984e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175154 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -25298474.000000 Penalty: 6026.675293
	Iteration 31Q: 3 clusters Score -2.529847e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175875 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -25298352.000000 Penalty: 6026.675293
	Iteration 32Q: 3 clusters Score -2.529835e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176474 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -25298336.000000 Penalty: 6026.675293
	Iteration 33Q: 3 clusters Score -2.529834e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -25298344.000000 Penalty: 6026.675293
	Iteration 34Q: 3 clusters Score -2.529834e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177518 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -25298324.000000 Penalty: 6026.675293
	Iteration 35Q: 3 clusters Score -2.529832e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177970 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -25298330.000000 Penalty: 6026.675293
	Iteration 36Q: 3 clusters Score -2.529833e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178388 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -25298314.000000 Penalty: 6026.675293
	Iteration 37Q: 3 clusters Score -2.529831e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178779 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -25298300.000000 Penalty: 6026.675293
	Iteration 38Q: 3 clusters Score -2.52983e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179165 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -25298274.000000 Penalty: 6026.675293
	Iteration 39Q: 3 clusters Score -2.529827e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -25298278.000000 Penalty: 6026.675293
	Iteration 40F: 3 clusters Score -2.529828e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179835 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -25298286.000000 Penalty: 6026.675293
	Iteration 41Q: 3 clusters Score -2.529829e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180109 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -25298240.000000 Penalty: 6026.675293
	Iteration 42Q: 3 clusters Score -2.529824e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180361 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -25298184.000000 Penalty: 6026.675293
	Iteration 43Q: 3 clusters Score -2.529818e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180602 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -25298126.000000 Penalty: 6026.675293
	Iteration 44Q: 3 clusters Score -2.529813e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180858 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -25298106.000000 Penalty: 6026.675293
	Iteration 45Q: 3 clusters Score -2.529811e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181082 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -25298130.000000 Penalty: 6026.675293
	Iteration 46Q: 3 clusters Score -2.529813e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181277 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -25298128.000000 Penalty: 6026.675293
	Iteration 47Q: 3 clusters Score -2.529813e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181454 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -25298090.000000 Penalty: 6026.675293
	Iteration 48Q: 3 clusters Score -2.529809e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181619 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -25298076.000000 Penalty: 6026.675293
	Iteration 49Q: 3 clusters Score -2.529808e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181782 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -25298062.000000 Penalty: 6026.675293
	Iteration 50Q: 3 clusters Score -2.529806e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181937 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -25298048.000000 Penalty: 6026.675293
	Iteration 51Q: 3 clusters Score -2.529805e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182078 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -25298048.000000 Penalty: 6026.675293
	Iteration 52Q: 3 clusters Score -2.529805e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182207 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -25297998.000000 Penalty: 6026.675293
	Iteration 53Q: 3 clusters Score -2.5298e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182323 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -25297964.000000 Penalty: 6026.675293
	Iteration 54Q: 3 clusters Score -2.529796e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182441 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -25297956.000000 Penalty: 6026.675293
	Iteration 55Q: 3 clusters Score -2.529796e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182550 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -25297992.000000 Penalty: 6026.675293
	Iteration 56Q: 3 clusters Score -2.529799e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182661 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -25297990.000000 Penalty: 6026.675293
	Iteration 57Q: 3 clusters Score -2.529799e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182772 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -25297950.000000 Penalty: 6026.675293
	Iteration 58Q: 3 clusters Score -2.529795e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182857 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -25297930.000000 Penalty: 6026.675293
	Iteration 59Q: 3 clusters Score -2.529793e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182937 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -25297936.000000 Penalty: 6026.675293
	Iteration 60F: 3 clusters Score -2.529794e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183014 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -25297906.000000 Penalty: 6026.675293
	Iteration 61Q: 3 clusters Score -2.529791e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183087 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -25297948.000000 Penalty: 6026.675293
	Iteration 62Q: 3 clusters Score -2.529795e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183162 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -25297882.000000 Penalty: 6026.675293
	Iteration 63Q: 3 clusters Score -2.529788e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183235 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -25297862.000000 Penalty: 6026.675293
	Iteration 64Q: 3 clusters Score -2.529786e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183307 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -25297834.000000 Penalty: 6026.675293
	Iteration 65Q: 3 clusters Score -2.529783e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183372 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -25297820.000000 Penalty: 6026.675293
	Iteration 66Q: 3 clusters Score -2.529782e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183432 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -25297822.000000 Penalty: 6026.675293
	Iteration 67Q: 3 clusters Score -2.529782e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183499 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -25297770.000000 Penalty: 6026.675293
	Iteration 68Q: 3 clusters Score -2.529777e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183574 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -25297718.000000 Penalty: 6026.675293
	Iteration 69Q: 3 clusters Score -2.529772e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183638 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -25297722.000000 Penalty: 6026.675293
	Iteration 70Q: 3 clusters Score -2.529772e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183712 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -25297670.000000 Penalty: 6026.675293
	Iteration 71Q: 3 clusters Score -2.529767e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183766 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -25297640.000000 Penalty: 6026.675293
	Iteration 72Q: 3 clusters Score -2.529764e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183812 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -25297664.000000 Penalty: 6026.675293
	Iteration 73Q: 3 clusters Score -2.529766e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183851 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -25297672.000000 Penalty: 6026.675293
	Iteration 74Q: 3 clusters Score -2.529767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183888 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -25297638.000000 Penalty: 6026.675293
	Iteration 75Q: 3 clusters Score -2.529764e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183921 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -25297630.000000 Penalty: 6026.675293
	Iteration 76Q: 3 clusters Score -2.529763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183951 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -25297648.000000 Penalty: 6026.675293
	Iteration 77Q: 3 clusters Score -2.529765e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183976 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -25297612.000000 Penalty: 6026.675293
	Iteration 78Q: 3 clusters Score -2.529761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183999 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -25297604.000000 Penalty: 6026.675293
	Iteration 79Q: 3 clusters Score -2.52976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184022 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -25297622.000000 Penalty: 6026.675293
	Iteration 80F: 3 clusters Score -2.529762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184045 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -25297592.000000 Penalty: 6026.675293
	Iteration 81Q: 3 clusters Score -2.529759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184071 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -25297576.000000 Penalty: 6026.675293
	Iteration 82Q: 3 clusters Score -2.529758e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184094 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -25297560.000000 Penalty: 6026.675293
	Iteration 83Q: 3 clusters Score -2.529756e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184122 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -25297580.000000 Penalty: 6026.675293
	Iteration 84Q: 3 clusters Score -2.529758e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184148 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -25297578.000000 Penalty: 6026.675293
	Iteration 85Q: 3 clusters Score -2.529758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184170 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -25297590.000000 Penalty: 6026.675293
	Iteration 86Q: 3 clusters Score -2.529759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184192 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -25297570.000000 Penalty: 6026.675293
	Iteration 87Q: 3 clusters Score -2.529757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184203 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -25297558.000000 Penalty: 6026.675293
	Iteration 88Q: 3 clusters Score -2.529756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184219 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -25297558.000000 Penalty: 6026.675293
	Iteration 89Q: 3 clusters Score -2.529756e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184236 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -25297554.000000 Penalty: 6026.675293
	Iteration 90Q: 3 clusters Score -2.529755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184258 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -25297598.000000 Penalty: 6026.675293
	Iteration 91Q: 3 clusters Score -2.52976e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184286 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -25297594.000000 Penalty: 6026.675293
	Iteration 92Q: 3 clusters Score -2.529759e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184321 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -25297548.000000 Penalty: 6026.675293
	Iteration 93Q: 3 clusters Score -2.529755e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184355 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -25297556.000000 Penalty: 6026.675293
	Iteration 94Q: 3 clusters Score -2.529756e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184386 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -25297570.000000 Penalty: 6026.675293
	Iteration 95Q: 3 clusters Score -2.529757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184419 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -25297594.000000 Penalty: 6026.675293
	Iteration 96Q: 3 clusters Score -2.529759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184440 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -25297572.000000 Penalty: 6026.675293
	Iteration 97Q: 3 clusters Score -2.529757e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184465 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -25297584.000000 Penalty: 6026.675293
	Iteration 98Q: 3 clusters Score -2.529758e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184490 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -25297566.000000 Penalty: 6026.675293
	Iteration 99Q: 3 clusters Score -2.529757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184508 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -25297566.000000 Penalty: 6026.675293
	Iteration 100F: 3 clusters Score -2.529757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184531 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -25297568.000000 Penalty: 6026.675293
	Iteration 101Q: 3 clusters Score -2.529757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184547 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -25297566.000000 Penalty: 6026.675293
	Iteration 102Q: 3 clusters Score -2.529757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184562 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -25297568.000000 Penalty: 6026.675293
	Iteration 103Q: 3 clusters Score -2.529757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184581 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -25297546.000000 Penalty: 6026.675293
	Iteration 104Q: 3 clusters Score -2.529755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184593 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -25297546.000000 Penalty: 6026.675293
	Iteration 105Q: 3 clusters Score -2.529755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184607 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -25297548.000000 Penalty: 6026.675293
	Iteration 106Q: 3 clusters Score -2.529755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -25297534.000000 Penalty: 6026.675293
	Iteration 107Q: 3 clusters Score -2.529753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -25297554.000000 Penalty: 6026.675293
	Iteration 108Q: 3 clusters Score -2.529755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184649 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -25297568.000000 Penalty: 6026.675293
	Iteration 109Q: 3 clusters Score -2.529757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184665 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -25297558.000000 Penalty: 6026.675293
	Iteration 110Q: 3 clusters Score -2.529756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184680 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -25297558.000000 Penalty: 6026.675293
	Iteration 111Q: 3 clusters Score -2.529756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184695 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -25297578.000000 Penalty: 6026.675293
	Iteration 112Q: 3 clusters Score -2.529758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184707 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -25297572.000000 Penalty: 6026.675293
	Iteration 113Q: 3 clusters Score -2.529757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184719 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -25297580.000000 Penalty: 6026.675293
	Iteration 114Q: 3 clusters Score -2.529758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184729 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -25297572.000000 Penalty: 6026.675293
	Iteration 115Q: 3 clusters Score -2.529757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184741 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -25297570.000000 Penalty: 6026.675293
	Iteration 116Q: 3 clusters Score -2.529757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184755 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -25297578.000000 Penalty: 6026.675293
	Iteration 117Q: 3 clusters Score -2.529758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184764 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -25297598.000000 Penalty: 6026.675293
	Iteration 118Q: 3 clusters Score -2.52976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184772 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -25297598.000000 Penalty: 6026.675293
	Iteration 119Q: 3 clusters Score -2.52976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184780 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -25297608.000000 Penalty: 6026.675293
	Iteration 120F: 3 clusters Score -2.529761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184785 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -25297606.000000 Penalty: 6026.675293
	Iteration 121Q: 3 clusters Score -2.529761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184788 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -25297596.000000 Penalty: 6026.675293
	Iteration 122Q: 3 clusters Score -2.52976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184789 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -25297608.000000 Penalty: 6026.675293
	Iteration 123Q: 3 clusters Score -2.529761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184789 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -25297608.000000 Penalty: 6026.675293
	Iteration 124F: 3 clusters Score -2.529761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Entering Unmasked Estep 
Score: -2588426.000000 Penalty: 2449.811523
	Iteration 0F: 2 clusters Score -2588426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2574648.000000 Penalty: 4899.623047
	Iteration 0F: 3 clusters Score -2574648 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2579403.000000 Penalty: 4899.623047
	Iteration 1F: 3 clusters Score -2579403 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2579850.750000 Penalty: 4899.623047
	Iteration 2F: 3 clusters Score -2579851 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2580227.000000 Penalty: 4899.623047
	Iteration 3Q: 3 clusters Score -2580227 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2580549.000000 Penalty: 4899.623047
	Iteration 4Q: 3 clusters Score -2580549 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2580858.750000 Penalty: 4899.623047
	Iteration 5Q: 3 clusters Score -2580859 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2581171.000000 Penalty: 4899.623047
	Iteration 6Q: 3 clusters Score -2581171 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2581563.250000 Penalty: 4899.623047
	Iteration 7Q: 3 clusters Score -2581563 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2581999.500000 Penalty: 4899.623047
	Iteration 8Q: 3 clusters Score -2582000 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2582393.750000 Penalty: 4899.623047
	Iteration 9Q: 3 clusters Score -2582394 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2582771.750000 Penalty: 4899.623047
	Iteration 10Q: 3 clusters Score -2582772 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2583101.500000 Penalty: 4899.623047
	Iteration 11Q: 3 clusters Score -2583102 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2583419.000000 Penalty: 4899.623047
	Iteration 12Q: 3 clusters Score -2583419 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2583681.500000 Penalty: 4899.623047
	Iteration 13Q: 3 clusters Score -2583682 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2583870.750000 Penalty: 4899.623047
	Iteration 14Q: 3 clusters Score -2583871 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2584057.250000 Penalty: 4899.623047
	Iteration 15Q: 3 clusters Score -2584057 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2584228.750000 Penalty: 4899.623047
	Iteration 16Q: 3 clusters Score -2584229 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2584347.750000 Penalty: 4899.623047
	Iteration 17Q: 3 clusters Score -2584348 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2584470.250000 Penalty: 4899.623047
	Iteration 18Q: 3 clusters Score -2584470 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2584587.750000 Penalty: 4899.623047
	Iteration 19Q: 3 clusters Score -2584588 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2584726.250000 Penalty: 4899.623047
	Iteration 20F: 3 clusters Score -2584726 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2584853.000000 Penalty: 4899.623047
	Iteration 21Q: 3 clusters Score -2584853 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2584997.750000 Penalty: 4899.623047
	Iteration 22Q: 3 clusters Score -2584998 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2585117.500000 Penalty: 4899.623047
	Iteration 23Q: 3 clusters Score -2585118 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2585206.500000 Penalty: 4899.623047
	Iteration 24Q: 3 clusters Score -2585206 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2585295.750000 Penalty: 4899.623047
	Iteration 25Q: 3 clusters Score -2585296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2585382.000000 Penalty: 4899.623047
	Iteration 26Q: 3 clusters Score -2585382 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2585472.250000 Penalty: 4899.623047
	Iteration 27Q: 3 clusters Score -2585472 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2585545.750000 Penalty: 4899.623047
	Iteration 28Q: 3 clusters Score -2585546 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2585609.250000 Penalty: 4899.623047
	Iteration 29Q: 3 clusters Score -2585609 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2585669.500000 Penalty: 4899.623047
	Iteration 30Q: 3 clusters Score -2585670 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2585715.000000 Penalty: 4899.623047
	Iteration 31Q: 3 clusters Score -2585715 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2585754.500000 Penalty: 4899.623047
	Iteration 32Q: 3 clusters Score -2585754 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2585788.250000 Penalty: 4899.623047
	Iteration 33Q: 3 clusters Score -2585788 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2585818.250000 Penalty: 4899.623047
	Iteration 34Q: 3 clusters Score -2585818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2585859.750000 Penalty: 4899.623047
	Iteration 35Q: 3 clusters Score -2585860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2585898.250000 Penalty: 4899.623047
	Iteration 36Q: 3 clusters Score -2585898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2585944.000000 Penalty: 4899.623047
	Iteration 37Q: 3 clusters Score -2585944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2585984.250000 Penalty: 4899.623047
	Iteration 38Q: 3 clusters Score -2585984 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2586025.000000 Penalty: 4899.623047
	Iteration 39Q: 3 clusters Score -2586025 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2586079.500000 Penalty: 4899.623047
	Iteration 40F: 3 clusters Score -2586080 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2586131.000000 Penalty: 4899.623047
	Iteration 41Q: 3 clusters Score -2586131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2586162.000000 Penalty: 4899.623047
	Iteration 42Q: 3 clusters Score -2586162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2586191.500000 Penalty: 4899.623047
	Iteration 43Q: 3 clusters Score -2586192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2586207.500000 Penalty: 4899.623047
	Iteration 44Q: 3 clusters Score -2586208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2586217.500000 Penalty: 4899.623047
	Iteration 45Q: 3 clusters Score -2586218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2586235.750000 Penalty: 4899.623047
	Iteration 46Q: 3 clusters Score -2586236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2586245.500000 Penalty: 4899.623047
	Iteration 47Q: 3 clusters Score -2586246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2586265.250000 Penalty: 4899.623047
	Iteration 48Q: 3 clusters Score -2586265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2586279.250000 Penalty: 4899.623047
	Iteration 49Q: 3 clusters Score -2586279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2586298.000000 Penalty: 4899.623047
	Iteration 50Q: 3 clusters Score -2586298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2586308.000000 Penalty: 4899.623047
	Iteration 51Q: 3 clusters Score -2586308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2586315.750000 Penalty: 4899.623047
	Iteration 52Q: 3 clusters Score -2586316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2586315.500000 Penalty: 4899.623047
	Iteration 53Q: 3 clusters Score -2586316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2586322.000000 Penalty: 4899.623047
	Iteration 54Q: 3 clusters Score -2586322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2586325.250000 Penalty: 4899.623047
	Iteration 55Q: 3 clusters Score -2586325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2586330.000000 Penalty: 4899.623047
	Iteration 56Q: 3 clusters Score -2586330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2586327.000000 Penalty: 4899.623047
	Iteration 57Q: 3 clusters Score -2586327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2586333.750000 Penalty: 4899.623047
	Iteration 58Q: 3 clusters Score -2586334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2586340.500000 Penalty: 4899.623047
	Iteration 59Q: 3 clusters Score -2586340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2586341.000000 Penalty: 4899.623047
	Iteration 60F: 3 clusters Score -2586341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2586340.750000 Penalty: 4899.623047
	Iteration 61Q: 3 clusters Score -2586341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2586344.000000 Penalty: 4899.623047
	Iteration 62Q: 3 clusters Score -2586344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2586345.000000 Penalty: 4899.623047
	Iteration 63Q: 3 clusters Score -2586345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2586347.250000 Penalty: 4899.623047
	Iteration 64Q: 3 clusters Score -2586347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2586347.250000 Penalty: 4899.623047
	Iteration 65F: 3 clusters Score -2586347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61622 members 
Entering Unmasked Estep 
Score: -8350212.500000 Penalty: 2735.135986
	Iteration 0F: 2 clusters Score -8350212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -8308682.500000 Penalty: 5470.271973
	Iteration 0F: 3 clusters Score -8308682 nChanged 28739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -8325714.500000 Penalty: 5470.271973
	Iteration 1F: 3 clusters Score -8325714 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -8328041.500000 Penalty: 5470.271973
	Iteration 2F: 3 clusters Score -8328042 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -8331417.500000 Penalty: 5470.271973
	Iteration 3F: 3 clusters Score -8331418 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -8336142.500000 Penalty: 5470.271973
	Iteration 4F: 3 clusters Score -8336142 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -8341413.000000 Penalty: 5470.271973
	Iteration 5F: 3 clusters Score -8341413 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -8345948.000000 Penalty: 5470.271973
	Iteration 6F: 3 clusters Score -8345948 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -8348765.500000 Penalty: 5470.271973
	Iteration 7F: 3 clusters Score -8348766 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -8350289.500000 Penalty: 5470.271973
	Iteration 8Q: 3 clusters Score -8350290 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -8351093.000000 Penalty: 5470.271973
	Iteration 9Q: 3 clusters Score -8351093 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -8351548.500000 Penalty: 5470.271973
	Iteration 10Q: 3 clusters Score -8351548 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -8351773.000000 Penalty: 5470.271973
	Iteration 11Q: 3 clusters Score -8351773 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -8351916.000000 Penalty: 5470.271973
	Iteration 12Q: 3 clusters Score -8351916 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -8352004.000000 Penalty: 5470.271973
	Iteration 13Q: 3 clusters Score -8352004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -8352019.000000 Penalty: 5470.271973
	Iteration 14Q: 3 clusters Score -8352019 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -8352028.000000 Penalty: 5470.271973
	Iteration 15Q: 3 clusters Score -8352028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -8352050.500000 Penalty: 5470.271973
	Iteration 16Q: 3 clusters Score -8352050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -8352042.500000 Penalty: 5470.271973
	Iteration 17Q: 3 clusters Score -8352042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -8352054.000000 Penalty: 5470.271973
	Iteration 18Q: 3 clusters Score -8352054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -8352060.000000 Penalty: 5470.271973
	Iteration 19Q: 3 clusters Score -8352060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -8352062.000000 Penalty: 5470.271973
	Iteration 20F: 3 clusters Score -8352062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -8352066.500000 Penalty: 5470.271973
	Iteration 21Q: 3 clusters Score -8352066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -8352086.500000 Penalty: 5470.271973
	Iteration 22Q: 3 clusters Score -8352086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -8352084.500000 Penalty: 5470.271973
	Iteration 23Q: 3 clusters Score -8352084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -8352091.000000 Penalty: 5470.271973
	Iteration 24Q: 3 clusters Score -8352091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -8352094.500000 Penalty: 5470.271973
	Iteration 25Q: 3 clusters Score -8352094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -8352086.500000 Penalty: 5470.271973
	Iteration 26Q: 3 clusters Score -8352086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -8352075.500000 Penalty: 5470.271973
	Iteration 27Q: 3 clusters Score -8352076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -8352081.500000 Penalty: 5470.271973
	Iteration 28Q: 3 clusters Score -8352082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -8352075.500000 Penalty: 5470.271973
	Iteration 29Q: 3 clusters Score -8352076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -8352082.500000 Penalty: 5470.271973
	Iteration 30Q: 3 clusters Score -8352082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -8352095.000000 Penalty: 5470.271973
	Iteration 31Q: 3 clusters Score -8352095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -8352093.500000 Penalty: 5470.271973
	Iteration 32Q: 3 clusters Score -8352094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -8352090.500000 Penalty: 5470.271973
	Iteration 33Q: 3 clusters Score -8352090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -8352087.500000 Penalty: 5470.271973
	Iteration 34Q: 3 clusters Score -8352088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -8352087.500000 Penalty: 5470.271973
	Iteration 35F: 3 clusters Score -8352088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 43427 members 
Mstep: Class 3 contains 170903 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 147315 members 
Mstep: Class 6 contains 59788 members 
Mstep: Class 7 contains 7751 members 
Mstep: Class 8 contains 189199 members 
Mstep: Class 9 contains 19502 members 
Mstep: Class 13 contains 1834 members 
Mstep: Class 15 contains 30409 members 
Mstep: Class 16 contains 195995 members 
Mstep: Class 17 contains 176292 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 21 contains 20023 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 1322 members 
Entering Unmasked Estep 
Score: -144333264.000000 Penalty: 62079.742188
Splitting cluster 13 changes total score from -144331680.000000 to -144333264.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (30409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Entering Unmasked Estep 
Score: -4120975.750000 Penalty: 2559.978516
	Iteration 0F: 2 clusters Score -4120976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -4100019.500000 Penalty: 5119.957031
	Iteration 0F: 3 clusters Score -4100020 nChanged 13851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -4108239.750000 Penalty: 5119.957031
	Iteration 1F: 3 clusters Score -4108240 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -4110009.000000 Penalty: 5119.957031
	Iteration 2F: 3 clusters Score -4110009 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -4112285.750000 Penalty: 5119.957031
	Iteration 3F: 3 clusters Score -4112286 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -4114539.500000 Penalty: 5119.957031
	Iteration 4F: 3 clusters Score -4114540 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4116563.500000 Penalty: 5119.957031
	Iteration 5F: 3 clusters Score -4116564 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4118096.500000 Penalty: 5119.957031
	Iteration 6F: 3 clusters Score -4118096 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -4119129.000000 Penalty: 5119.957031
	Iteration 7F: 3 clusters Score -4119129 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -4119835.500000 Penalty: 5119.957031
	Iteration 8Q: 3 clusters Score -4119836 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4120343.250000 Penalty: 5119.957031
	Iteration 9Q: 3 clusters Score -4120343 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -4120676.000000 Penalty: 5119.957031
	Iteration 10Q: 3 clusters Score -4120676 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4120899.750000 Penalty: 5119.957031
	Iteration 11Q: 3 clusters Score -4120900 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4121059.250000 Penalty: 5119.957031
	Iteration 12Q: 3 clusters Score -4121059 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4121188.750000 Penalty: 5119.957031
	Iteration 13Q: 3 clusters Score -4121189 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4121272.750000 Penalty: 5119.957031
	Iteration 14Q: 3 clusters Score -4121273 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4121328.500000 Penalty: 5119.957031
	Iteration 15Q: 3 clusters Score -4121328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4121365.000000 Penalty: 5119.957031
	Iteration 16Q: 3 clusters Score -4121365 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4121408.000000 Penalty: 5119.957031
	Iteration 17Q: 3 clusters Score -4121408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4121434.250000 Penalty: 5119.957031
	Iteration 18Q: 3 clusters Score -4121434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4121453.000000 Penalty: 5119.957031
	Iteration 19Q: 3 clusters Score -4121453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4121465.750000 Penalty: 5119.957031
	Iteration 20F: 3 clusters Score -4121466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4121485.000000 Penalty: 5119.957031
	Iteration 21Q: 3 clusters Score -4121485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4121492.750000 Penalty: 5119.957031
	Iteration 22Q: 3 clusters Score -4121493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4121494.750000 Penalty: 5119.957031
	Iteration 23Q: 3 clusters Score -4121495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4121508.250000 Penalty: 5119.957031
	Iteration 24Q: 3 clusters Score -4121508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4121509.250000 Penalty: 5119.957031
	Iteration 25Q: 3 clusters Score -4121509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4121515.250000 Penalty: 5119.957031
	Iteration 26Q: 3 clusters Score -4121515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4121516.750000 Penalty: 5119.957031
	Iteration 27Q: 3 clusters Score -4121517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4121516.500000 Penalty: 5119.957031
	Iteration 28Q: 3 clusters Score -4121516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4121521.000000 Penalty: 5119.957031
	Iteration 29Q: 3 clusters Score -4121521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4121519.750000 Penalty: 5119.957031
	Iteration 30Q: 3 clusters Score -4121520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4121521.750000 Penalty: 5119.957031
	Iteration 31Q: 3 clusters Score -4121522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4121521.750000 Penalty: 5119.957031
	Iteration 32F: 3 clusters Score -4121522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 43427 members 
Mstep: Class 3 contains 170903 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 147315 members 
Mstep: Class 6 contains 59788 members 
Mstep: Class 7 contains 7751 members 
Mstep: Class 8 contains 189199 members 
Mstep: Class 9 contains 19502 members 
Mstep: Class 10 contains 2084 members 
Mstep: Class 13 contains 1834 members 
Mstep: Class 15 contains 28325 members 
Mstep: Class 16 contains 195995 members 
Mstep: Class 17 contains 176292 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 21 contains 20023 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 1322 members 
Entering Unmasked Estep 
Score: -144332992.000000 Penalty: 65528.617188
Splitting cluster 15 changes total score from -144331680.000000 to -144332992.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 16 (195995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195995 members 
Entering Unmasked Estep 
Score: -26257272.000000 Penalty: 3022.089355
	Iteration 0F: 2 clusters Score -2.625727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98267 members 
Mstep: Class 2 contains 97728 members 
Entering Unmasked Estep 
Score: -26130284.000000 Penalty: 6044.178711
	Iteration 0F: 3 clusters Score -2.613028e+07 nChanged 94116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -26185196.000000 Penalty: 6044.178711
	Iteration 1F: 3 clusters Score -2.61852e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105038 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -26187032.000000 Penalty: 6044.178711
	Iteration 2Q: 3 clusters Score -2.618703e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -26189944.000000 Penalty: 6044.178711
	Iteration 3Q: 3 clusters Score -2.618994e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115350 members 
Mstep: Class 2 contains 80645 members 
Entering Unmasked Estep 
Score: -26194866.000000 Penalty: 6044.178711
	Iteration 4Q: 3 clusters Score -2.619487e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123982 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -26202222.000000 Penalty: 6044.178711
	Iteration 5F: 3 clusters Score -2.620222e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134912 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -26212516.000000 Penalty: 6044.178711
	Iteration 6F: 3 clusters Score -2.621252e+07 nChanged 14060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146646 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -26224074.000000 Penalty: 6044.178711
	Iteration 7F: 3 clusters Score -2.622407e+07 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156978 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -26235010.000000 Penalty: 6044.178711
	Iteration 8F: 3 clusters Score -2.623501e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164034 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -26242782.000000 Penalty: 6044.178711
	Iteration 9Q: 3 clusters Score -2.624278e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168158 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -26247330.000000 Penalty: 6044.178711
	Iteration 10Q: 3 clusters Score -2.624733e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170679 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -26249460.000000 Penalty: 6044.178711
	Iteration 11Q: 3 clusters Score -2.624946e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172503 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -26250814.000000 Penalty: 6044.178711
	Iteration 12Q: 3 clusters Score -2.625081e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174056 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -26251582.000000 Penalty: 6044.178711
	Iteration 13Q: 3 clusters Score -2.625158e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175460 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -26252294.000000 Penalty: 6044.178711
	Iteration 14Q: 3 clusters Score -2.625229e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176677 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -26252890.000000 Penalty: 6044.178711
	Iteration 15Q: 3 clusters Score -2.625289e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177812 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -26253338.000000 Penalty: 6044.178711
	Iteration 16Q: 3 clusters Score -2.625334e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178811 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -26253690.000000 Penalty: 6044.178711
	Iteration 17Q: 3 clusters Score -2.625369e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179684 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -26253920.000000 Penalty: 6044.178711
	Iteration 18Q: 3 clusters Score -2.625392e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180483 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -26254246.000000 Penalty: 6044.178711
	Iteration 19Q: 3 clusters Score -2.625425e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181268 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -26254454.000000 Penalty: 6044.178711
	Iteration 20F: 3 clusters Score -2.625445e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182064 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -26254706.000000 Penalty: 6044.178711
	Iteration 21Q: 3 clusters Score -2.625471e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182724 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -26254894.000000 Penalty: 6044.178711
	Iteration 22Q: 3 clusters Score -2.625489e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183356 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -26255124.000000 Penalty: 6044.178711
	Iteration 23Q: 3 clusters Score -2.625512e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183950 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -26255238.000000 Penalty: 6044.178711
	Iteration 24Q: 3 clusters Score -2.625524e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184538 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -26255474.000000 Penalty: 6044.178711
	Iteration 25Q: 3 clusters Score -2.625547e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185085 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -26255670.000000 Penalty: 6044.178711
	Iteration 26Q: 3 clusters Score -2.625567e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185587 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -26255812.000000 Penalty: 6044.178711
	Iteration 27Q: 3 clusters Score -2.625581e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186022 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -26256022.000000 Penalty: 6044.178711
	Iteration 28Q: 3 clusters Score -2.625602e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186482 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -26256192.000000 Penalty: 6044.178711
	Iteration 29Q: 3 clusters Score -2.625619e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186904 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -26256314.000000 Penalty: 6044.178711
	Iteration 30Q: 3 clusters Score -2.625631e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187326 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -26256378.000000 Penalty: 6044.178711
	Iteration 31Q: 3 clusters Score -2.625638e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187718 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -26256556.000000 Penalty: 6044.178711
	Iteration 32Q: 3 clusters Score -2.625656e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188073 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -26256696.000000 Penalty: 6044.178711
	Iteration 33Q: 3 clusters Score -2.62567e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188398 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -26256820.000000 Penalty: 6044.178711
	Iteration 34Q: 3 clusters Score -2.625682e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188698 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -26256898.000000 Penalty: 6044.178711
	Iteration 35Q: 3 clusters Score -2.62569e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188972 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -26256974.000000 Penalty: 6044.178711
	Iteration 36Q: 3 clusters Score -2.625697e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189224 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -26257046.000000 Penalty: 6044.178711
	Iteration 37Q: 3 clusters Score -2.625705e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189466 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -26257190.000000 Penalty: 6044.178711
	Iteration 38Q: 3 clusters Score -2.625719e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189705 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -26257226.000000 Penalty: 6044.178711
	Iteration 39Q: 3 clusters Score -2.625723e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189899 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -26257322.000000 Penalty: 6044.178711
	Iteration 40F: 3 clusters Score -2.625732e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190072 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -26257374.000000 Penalty: 6044.178711
	Iteration 41Q: 3 clusters Score -2.625737e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190225 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -26257406.000000 Penalty: 6044.178711
	Iteration 42Q: 3 clusters Score -2.625741e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190360 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -26257378.000000 Penalty: 6044.178711
	Iteration 43Q: 3 clusters Score -2.625738e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190485 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -26257398.000000 Penalty: 6044.178711
	Iteration 44Q: 3 clusters Score -2.62574e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190610 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -26257450.000000 Penalty: 6044.178711
	Iteration 45Q: 3 clusters Score -2.625745e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190727 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -26257514.000000 Penalty: 6044.178711
	Iteration 46Q: 3 clusters Score -2.625751e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190811 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -26257502.000000 Penalty: 6044.178711
	Iteration 47Q: 3 clusters Score -2.62575e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190881 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -26257498.000000 Penalty: 6044.178711
	Iteration 48Q: 3 clusters Score -2.62575e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190949 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -26257514.000000 Penalty: 6044.178711
	Iteration 49Q: 3 clusters Score -2.625751e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191017 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -26257508.000000 Penalty: 6044.178711
	Iteration 50Q: 3 clusters Score -2.625751e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191064 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -26257494.000000 Penalty: 6044.178711
	Iteration 51Q: 3 clusters Score -2.625749e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191097 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -26257510.000000 Penalty: 6044.178711
	Iteration 52Q: 3 clusters Score -2.625751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191112 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -26257508.000000 Penalty: 6044.178711
	Iteration 53Q: 3 clusters Score -2.625751e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191136 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -26257514.000000 Penalty: 6044.178711
	Iteration 54Q: 3 clusters Score -2.625751e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191155 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -26257504.000000 Penalty: 6044.178711
	Iteration 55Q: 3 clusters Score -2.62575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191178 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -26257518.000000 Penalty: 6044.178711
	Iteration 56Q: 3 clusters Score -2.625752e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191200 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -26257512.000000 Penalty: 6044.178711
	Iteration 57Q: 3 clusters Score -2.625751e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191223 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -26257526.000000 Penalty: 6044.178711
	Iteration 58Q: 3 clusters Score -2.625753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191235 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -26257500.000000 Penalty: 6044.178711
	Iteration 59Q: 3 clusters Score -2.62575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191249 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -26257522.000000 Penalty: 6044.178711
	Iteration 60F: 3 clusters Score -2.625752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191255 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -26257506.000000 Penalty: 6044.178711
	Iteration 61Q: 3 clusters Score -2.625751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191265 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -26257504.000000 Penalty: 6044.178711
	Iteration 62Q: 3 clusters Score -2.62575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191276 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -26257496.000000 Penalty: 6044.178711
	Iteration 63Q: 3 clusters Score -2.62575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191286 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -26257492.000000 Penalty: 6044.178711
	Iteration 64Q: 3 clusters Score -2.625749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191293 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -26257488.000000 Penalty: 6044.178711
	Iteration 65Q: 3 clusters Score -2.625749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191308 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -26257508.000000 Penalty: 6044.178711
	Iteration 66Q: 3 clusters Score -2.625751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191319 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -26257516.000000 Penalty: 6044.178711
	Iteration 67Q: 3 clusters Score -2.625752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191326 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -26257500.000000 Penalty: 6044.178711
	Iteration 68Q: 3 clusters Score -2.62575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191335 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -26257496.000000 Penalty: 6044.178711
	Iteration 69Q: 3 clusters Score -2.62575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191341 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -26257494.000000 Penalty: 6044.178711
	Iteration 70Q: 3 clusters Score -2.625749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191350 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -26257492.000000 Penalty: 6044.178711
	Iteration 71Q: 3 clusters Score -2.625749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191359 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -26257496.000000 Penalty: 6044.178711
	Iteration 72Q: 3 clusters Score -2.62575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191364 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -26257500.000000 Penalty: 6044.178711
	Iteration 73Q: 3 clusters Score -2.62575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191370 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -26257510.000000 Penalty: 6044.178711
	Iteration 74Q: 3 clusters Score -2.625751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -26257510.000000 Penalty: 6044.178711
	Iteration 75Q: 3 clusters Score -2.625751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191378 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -26257514.000000 Penalty: 6044.178711
	Iteration 76Q: 3 clusters Score -2.625751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191383 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -26257502.000000 Penalty: 6044.178711
	Iteration 77Q: 3 clusters Score -2.62575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191391 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -26257504.000000 Penalty: 6044.178711
	Iteration 78Q: 3 clusters Score -2.62575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191394 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -26257508.000000 Penalty: 6044.178711
	Iteration 79Q: 3 clusters Score -2.625751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191400 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -26257502.000000 Penalty: 6044.178711
	Iteration 80F: 3 clusters Score -2.62575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191403 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -26257502.000000 Penalty: 6044.178711
	Iteration 81Q: 3 clusters Score -2.62575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191408 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -26257518.000000 Penalty: 6044.178711
	Iteration 82Q: 3 clusters Score -2.625752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191410 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -26257522.000000 Penalty: 6044.178711
	Iteration 83Q: 3 clusters Score -2.625752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191409 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -26257512.000000 Penalty: 6044.178711
	Iteration 84Q: 3 clusters Score -2.625751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191409 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -26257512.000000 Penalty: 6044.178711
	Iteration 85F: 3 clusters Score -2.625751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 43427 members 
Mstep: Class 3 contains 170903 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 147315 members 
Mstep: Class 6 contains 59788 members 
Mstep: Class 7 contains 7751 members 
Mstep: Class 8 contains 189199 members 
Mstep: Class 9 contains 19502 members 
Mstep: Class 10 contains 2084 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 13 contains 1834 members 
Mstep: Class 15 contains 28325 members 
Mstep: Class 16 contains 191409 members 
Mstep: Class 17 contains 176292 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 21 contains 20023 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 1322 members 
Entering Unmasked Estep 
Score: -144332912.000000 Penalty: 68977.492188
Splitting cluster 16 changes total score from -144331680.000000 to -144332912.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 17 (176292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176292 members 
Entering Unmasked Estep 
Score: -23778012.000000 Penalty: 2995.814453
	Iteration 0F: 2 clusters Score -2.377801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -23665512.000000 Penalty: 5991.628906
	Iteration 0F: 3 clusters Score -2.366551e+07 nChanged 84357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 87124 members 
Entering Unmasked Estep 
Score: -23714402.000000 Penalty: 5991.628906
	Iteration 1F: 3 clusters Score -2.37144e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 86609 members 
Entering Unmasked Estep 
Score: -23715378.000000 Penalty: 5991.628906
	Iteration 2Q: 3 clusters Score -2.371538e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -23716424.000000 Penalty: 5991.628906
	Iteration 3Q: 3 clusters Score -2.371642e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 84535 members 
Entering Unmasked Estep 
Score: -23717764.000000 Penalty: 5991.628906
	Iteration 4Q: 3 clusters Score -2.371776e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -23719506.000000 Penalty: 5991.628906
	Iteration 5Q: 3 clusters Score -2.371951e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -23721988.000000 Penalty: 5991.628906
	Iteration 6Q: 3 clusters Score -2.372199e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 75612 members 
Entering Unmasked Estep 
Score: -23725170.000000 Penalty: 5991.628906
	Iteration 7Q: 3 clusters Score -2.372517e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -23729756.000000 Penalty: 5991.628906
	Iteration 8F: 3 clusters Score -2.372976e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112882 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -23735608.000000 Penalty: 5991.628906
	Iteration 9F: 3 clusters Score -2.373561e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120703 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -23742412.000000 Penalty: 5991.628906
	Iteration 10F: 3 clusters Score -2.374241e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -23749698.000000 Penalty: 5991.628906
	Iteration 11F: 3 clusters Score -2.37497e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137130 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -23756892.000000 Penalty: 5991.628906
	Iteration 12F: 3 clusters Score -2.375689e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144409 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -23763332.000000 Penalty: 5991.628906
	Iteration 13Q: 3 clusters Score -2.376333e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150112 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -23767894.000000 Penalty: 5991.628906
	Iteration 14Q: 3 clusters Score -2.376789e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154366 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -23770882.000000 Penalty: 5991.628906
	Iteration 15Q: 3 clusters Score -2.377088e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157627 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -23773122.000000 Penalty: 5991.628906
	Iteration 16Q: 3 clusters Score -2.377312e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160411 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -23774614.000000 Penalty: 5991.628906
	Iteration 17Q: 3 clusters Score -2.377461e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162915 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -23775652.000000 Penalty: 5991.628906
	Iteration 18Q: 3 clusters Score -2.377565e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -23776264.000000 Penalty: 5991.628906
	Iteration 19Q: 3 clusters Score -2.377626e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -23776564.000000 Penalty: 5991.628906
	Iteration 20F: 3 clusters Score -2.377656e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168641 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -23776786.000000 Penalty: 5991.628906
	Iteration 21Q: 3 clusters Score -2.377679e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169971 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -23776990.000000 Penalty: 5991.628906
	Iteration 22Q: 3 clusters Score -2.377699e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171056 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -23776956.000000 Penalty: 5991.628906
	Iteration 23Q: 3 clusters Score -2.377696e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -23776780.000000 Penalty: 5991.628906
	Iteration 24Q: 3 clusters Score -2.377678e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172639 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -23776630.000000 Penalty: 5991.628906
	Iteration 25Q: 3 clusters Score -2.377663e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173190 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -23776642.000000 Penalty: 5991.628906
	Iteration 26Q: 3 clusters Score -2.377664e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173628 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -23776672.000000 Penalty: 5991.628906
	Iteration 27Q: 3 clusters Score -2.377667e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173950 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -23776556.000000 Penalty: 5991.628906
	Iteration 28Q: 3 clusters Score -2.377656e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174188 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -23776538.000000 Penalty: 5991.628906
	Iteration 29Q: 3 clusters Score -2.377654e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174374 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -23776524.000000 Penalty: 5991.628906
	Iteration 30Q: 3 clusters Score -2.377652e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174505 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -23776488.000000 Penalty: 5991.628906
	Iteration 31Q: 3 clusters Score -2.377649e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174632 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -23776448.000000 Penalty: 5991.628906
	Iteration 32Q: 3 clusters Score -2.377645e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174723 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -23776438.000000 Penalty: 5991.628906
	Iteration 33Q: 3 clusters Score -2.377644e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174806 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -23776416.000000 Penalty: 5991.628906
	Iteration 34Q: 3 clusters Score -2.377642e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174881 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -23776432.000000 Penalty: 5991.628906
	Iteration 35Q: 3 clusters Score -2.377643e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174933 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -23776416.000000 Penalty: 5991.628906
	Iteration 36Q: 3 clusters Score -2.377642e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174985 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -23776406.000000 Penalty: 5991.628906
	Iteration 37Q: 3 clusters Score -2.377641e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175022 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -23776386.000000 Penalty: 5991.628906
	Iteration 38Q: 3 clusters Score -2.377639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175051 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -23776390.000000 Penalty: 5991.628906
	Iteration 39Q: 3 clusters Score -2.377639e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175079 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -23776406.000000 Penalty: 5991.628906
	Iteration 40F: 3 clusters Score -2.377641e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175104 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -23776410.000000 Penalty: 5991.628906
	Iteration 41Q: 3 clusters Score -2.377641e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175125 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -23776436.000000 Penalty: 5991.628906
	Iteration 42Q: 3 clusters Score -2.377644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175145 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -23776428.000000 Penalty: 5991.628906
	Iteration 43Q: 3 clusters Score -2.377643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175163 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23776396.000000 Penalty: 5991.628906
	Iteration 44Q: 3 clusters Score -2.37764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175175 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -23776382.000000 Penalty: 5991.628906
	Iteration 45Q: 3 clusters Score -2.377638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175180 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23776372.000000 Penalty: 5991.628906
	Iteration 46Q: 3 clusters Score -2.377637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175187 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23776384.000000 Penalty: 5991.628906
	Iteration 47Q: 3 clusters Score -2.377638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175194 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -23776376.000000 Penalty: 5991.628906
	Iteration 48Q: 3 clusters Score -2.377638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175196 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -23776368.000000 Penalty: 5991.628906
	Iteration 49Q: 3 clusters Score -2.377637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175197 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -23776378.000000 Penalty: 5991.628906
	Iteration 50Q: 3 clusters Score -2.377638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175199 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -23776354.000000 Penalty: 5991.628906
	Iteration 51Q: 3 clusters Score -2.377635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175199 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -23776354.000000 Penalty: 5991.628906
	Iteration 52F: 3 clusters Score -2.377635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Entering Unmasked Estep 
Score: -1540109.375000 Penalty: 2317.289551
	Iteration 0F: 2 clusters Score -1540109 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 5699 members 
Entering Unmasked Estep 
Score: -1531548.125000 Penalty: 4634.579102
	Iteration 0F: 3 clusters Score -1531548 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1533976.625000 Penalty: 4634.579102
	Iteration 1F: 3 clusters Score -1533977 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1534274.000000 Penalty: 4634.579102
	Iteration 2F: 3 clusters Score -1534274 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1534559.000000 Penalty: 4634.579102
	Iteration 3Q: 3 clusters Score -1534559 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1534873.125000 Penalty: 4634.579102
	Iteration 4Q: 3 clusters Score -1534873 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1535177.250000 Penalty: 4634.579102
	Iteration 5Q: 3 clusters Score -1535177 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1535455.250000 Penalty: 4634.579102
	Iteration 6Q: 3 clusters Score -1535455 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1535756.500000 Penalty: 4634.579102
	Iteration 7Q: 3 clusters Score -1535756 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1536118.875000 Penalty: 4634.579102
	Iteration 8Q: 3 clusters Score -1536119 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1536483.625000 Penalty: 4634.579102
	Iteration 9Q: 3 clusters Score -1536484 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1536825.750000 Penalty: 4634.579102
	Iteration 10Q: 3 clusters Score -1536826 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1537108.250000 Penalty: 4634.579102
	Iteration 11Q: 3 clusters Score -1537108 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1537283.250000 Penalty: 4634.579102
	Iteration 12Q: 3 clusters Score -1537283 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1537421.125000 Penalty: 4634.579102
	Iteration 13Q: 3 clusters Score -1537421 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1537502.875000 Penalty: 4634.579102
	Iteration 14Q: 3 clusters Score -1537503 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1537549.375000 Penalty: 4634.579102
	Iteration 15Q: 3 clusters Score -1537549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1537579.625000 Penalty: 4634.579102
	Iteration 16Q: 3 clusters Score -1537580 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1537620.250000 Penalty: 4634.579102
	Iteration 17Q: 3 clusters Score -1537620 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1537652.750000 Penalty: 4634.579102
	Iteration 18Q: 3 clusters Score -1537653 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1537685.750000 Penalty: 4634.579102
	Iteration 19Q: 3 clusters Score -1537686 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1537714.125000 Penalty: 4634.579102
	Iteration 20F: 3 clusters Score -1537714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1537743.375000 Penalty: 4634.579102
	Iteration 21Q: 3 clusters Score -1537743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1537766.625000 Penalty: 4634.579102
	Iteration 22Q: 3 clusters Score -1537767 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1537787.250000 Penalty: 4634.579102
	Iteration 23Q: 3 clusters Score -1537787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1537808.375000 Penalty: 4634.579102
	Iteration 24Q: 3 clusters Score -1537808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1537827.875000 Penalty: 4634.579102
	Iteration 25Q: 3 clusters Score -1537828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1537851.250000 Penalty: 4634.579102
	Iteration 26Q: 3 clusters Score -1537851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1537862.625000 Penalty: 4634.579102
	Iteration 27Q: 3 clusters Score -1537863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1537870.500000 Penalty: 4634.579102
	Iteration 28Q: 3 clusters Score -1537870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1537881.125000 Penalty: 4634.579102
	Iteration 29Q: 3 clusters Score -1537881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1537890.875000 Penalty: 4634.579102
	Iteration 30Q: 3 clusters Score -1537891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1537896.000000 Penalty: 4634.579102
	Iteration 31Q: 3 clusters Score -1537896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1537903.625000 Penalty: 4634.579102
	Iteration 32Q: 3 clusters Score -1537904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1537915.250000 Penalty: 4634.579102
	Iteration 33Q: 3 clusters Score -1537915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1537919.750000 Penalty: 4634.579102
	Iteration 34Q: 3 clusters Score -1537920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1537922.875000 Penalty: 4634.579102
	Iteration 35Q: 3 clusters Score -1537923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1537933.000000 Penalty: 4634.579102
	Iteration 36Q: 3 clusters Score -1537933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1537939.750000 Penalty: 4634.579102
	Iteration 37Q: 3 clusters Score -1537940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1537950.875000 Penalty: 4634.579102
	Iteration 38Q: 3 clusters Score -1537951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1537960.250000 Penalty: 4634.579102
	Iteration 39Q: 3 clusters Score -1537960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1537969.000000 Penalty: 4634.579102
	Iteration 40F: 3 clusters Score -1537969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1537977.625000 Penalty: 4634.579102
	Iteration 41Q: 3 clusters Score -1537978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1537980.750000 Penalty: 4634.579102
	Iteration 42Q: 3 clusters Score -1537981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1537984.625000 Penalty: 4634.579102
	Iteration 43Q: 3 clusters Score -1537985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1537990.500000 Penalty: 4634.579102
	Iteration 44Q: 3 clusters Score -1537990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1537998.875000 Penalty: 4634.579102
	Iteration 45Q: 3 clusters Score -1537999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1538002.000000 Penalty: 4634.579102
	Iteration 46Q: 3 clusters Score -1538002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1538009.125000 Penalty: 4634.579102
	Iteration 47Q: 3 clusters Score -1538009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1538017.625000 Penalty: 4634.579102
	Iteration 48Q: 3 clusters Score -1538018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1538019.500000 Penalty: 4634.579102
	Iteration 49Q: 3 clusters Score -1538020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1538022.375000 Penalty: 4634.579102
	Iteration 50Q: 3 clusters Score -1538022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1538026.125000 Penalty: 4634.579102
	Iteration 51Q: 3 clusters Score -1538026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1538031.375000 Penalty: 4634.579102
	Iteration 52Q: 3 clusters Score -1538031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1538035.250000 Penalty: 4634.579102
	Iteration 53Q: 3 clusters Score -1538035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1538036.500000 Penalty: 4634.579102
	Iteration 54Q: 3 clusters Score -1538036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1538038.000000 Penalty: 4634.579102
	Iteration 55Q: 3 clusters Score -1538038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1538042.500000 Penalty: 4634.579102
	Iteration 56Q: 3 clusters Score -1538042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1538046.625000 Penalty: 4634.579102
	Iteration 57Q: 3 clusters Score -1538047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1538046.625000 Penalty: 4634.579102
	Iteration 58Q: 3 clusters Score -1538047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1538050.500000 Penalty: 4634.579102
	Iteration 59Q: 3 clusters Score -1538050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1538051.375000 Penalty: 4634.579102
	Iteration 60F: 3 clusters Score -1538051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1538049.250000 Penalty: 4634.579102
	Iteration 61Q: 3 clusters Score -1538049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1538049.250000 Penalty: 4634.579102
	Iteration 62F: 3 clusters Score -1538049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -517161.156250 Penalty: 2054.118408
	Iteration 0F: 2 clusters Score -517161.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -513351.937500 Penalty: 4108.236816
	Iteration 0F: 3 clusters Score -513351.9 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -514230.375000 Penalty: 4108.236816
	Iteration 1F: 3 clusters Score -514230.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -514419.562500 Penalty: 4108.236816
	Iteration 2F: 3 clusters Score -514419.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -514520.968750 Penalty: 4108.236816
	Iteration 3Q: 3 clusters Score -514521 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -514582.843750 Penalty: 4108.236816
	Iteration 4Q: 3 clusters Score -514582.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -514634.093750 Penalty: 4108.236816
	Iteration 5Q: 3 clusters Score -514634.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -514667.843750 Penalty: 4108.236816
	Iteration 6Q: 3 clusters Score -514667.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -514690.125000 Penalty: 4108.236816
	Iteration 7Q: 3 clusters Score -514690.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -514709.468750 Penalty: 4108.236816
	Iteration 8Q: 3 clusters Score -514709.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -514731.500000 Penalty: 4108.236816
	Iteration 9Q: 3 clusters Score -514731.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -514749.531250 Penalty: 4108.236816
	Iteration 10Q: 3 clusters Score -514749.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -514761.750000 Penalty: 4108.236816
	Iteration 11Q: 3 clusters Score -514761.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -514770.250000 Penalty: 4108.236816
	Iteration 12Q: 3 clusters Score -514770.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -514776.562500 Penalty: 4108.236816
	Iteration 13Q: 3 clusters Score -514776.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -514780.437500 Penalty: 4108.236816
	Iteration 14Q: 3 clusters Score -514780.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -514784.031250 Penalty: 4108.236816
	Iteration 15Q: 3 clusters Score -514784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -514786.843750 Penalty: 4108.236816
	Iteration 16Q: 3 clusters Score -514786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -514787.031250 Penalty: 4108.236816
	Iteration 17Q: 3 clusters Score -514787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -514788.281250 Penalty: 4108.236816
	Iteration 18Q: 3 clusters Score -514788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -514789.125000 Penalty: 4108.236816
	Iteration 19Q: 3 clusters Score -514789.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -514790.343750 Penalty: 4108.236816
	Iteration 20F: 3 clusters Score -514790.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -514791.562500 Penalty: 4108.236816
	Iteration 21Q: 3 clusters Score -514791.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -514793.312500 Penalty: 4108.236816
	Iteration 22Q: 3 clusters Score -514793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -514794.687500 Penalty: 4108.236816
	Iteration 23Q: 3 clusters Score -514794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -514796.093750 Penalty: 4108.236816
	Iteration 24Q: 3 clusters Score -514796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -514796.937500 Penalty: 4108.236816
	Iteration 25Q: 3 clusters Score -514796.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -514800.125000 Penalty: 4108.236816
	Iteration 26Q: 3 clusters Score -514800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -514802.875000 Penalty: 4108.236816
	Iteration 27Q: 3 clusters Score -514802.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -514806.718750 Penalty: 4108.236816
	Iteration 28Q: 3 clusters Score -514806.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -514808.125000 Penalty: 4108.236816
	Iteration 29Q: 3 clusters Score -514808.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -514809.562500 Penalty: 4108.236816
	Iteration 30Q: 3 clusters Score -514809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -514812.031250 Penalty: 4108.236816
	Iteration 31Q: 3 clusters Score -514812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -514815.218750 Penalty: 4108.236816
	Iteration 32Q: 3 clusters Score -514815.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -514817.812500 Penalty: 4108.236816
	Iteration 33Q: 3 clusters Score -514817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -514817.562500 Penalty: 4108.236816
	Iteration 34Q: 3 clusters Score -514817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -514820.812500 Penalty: 4108.236816
	Iteration 35Q: 3 clusters Score -514820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -514822.718750 Penalty: 4108.236816
	Iteration 36Q: 3 clusters Score -514822.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -514824.718750 Penalty: 4108.236816
	Iteration 37Q: 3 clusters Score -514824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -514826.875000 Penalty: 4108.236816
	Iteration 38Q: 3 clusters Score -514826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -514828.250000 Penalty: 4108.236816
	Iteration 39Q: 3 clusters Score -514828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -514830.281250 Penalty: 4108.236816
	Iteration 40F: 3 clusters Score -514830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -514832.593750 Penalty: 4108.236816
	Iteration 41Q: 3 clusters Score -514832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -514834.281250 Penalty: 4108.236816
	Iteration 42Q: 3 clusters Score -514834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -514835.125000 Penalty: 4108.236816
	Iteration 43Q: 3 clusters Score -514835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -514836.781250 Penalty: 4108.236816
	Iteration 44Q: 3 clusters Score -514836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -514837.031250 Penalty: 4108.236816
	Iteration 45Q: 3 clusters Score -514837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -514839.843750 Penalty: 4108.236816
	Iteration 46Q: 3 clusters Score -514839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -514842.250000 Penalty: 4108.236816
	Iteration 47Q: 3 clusters Score -514842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -514843.468750 Penalty: 4108.236816
	Iteration 48Q: 3 clusters Score -514843.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -514845.375000 Penalty: 4108.236816
	Iteration 49Q: 3 clusters Score -514845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -514850.250000 Penalty: 4108.236816
	Iteration 50Q: 3 clusters Score -514850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -514852.281250 Penalty: 4108.236816
	Iteration 51Q: 3 clusters Score -514852.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -514853.937500 Penalty: 4108.236816
	Iteration 52Q: 3 clusters Score -514853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -514855.062500 Penalty: 4108.236816
	Iteration 53Q: 3 clusters Score -514855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -514856.718750 Penalty: 4108.236816
	Iteration 54Q: 3 clusters Score -514856.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -514858.281250 Penalty: 4108.236816
	Iteration 55Q: 3 clusters Score -514858.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -514860.062500 Penalty: 4108.236816
	Iteration 56Q: 3 clusters Score -514860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -514861.187500 Penalty: 4108.236816
	Iteration 57Q: 3 clusters Score -514861.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -514864.593750 Penalty: 4108.236816
	Iteration 58Q: 3 clusters Score -514864.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -514865.093750 Penalty: 4108.236816
	Iteration 59Q: 3 clusters Score -514865.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -514865.093750 Penalty: 4108.236816
	Iteration 60F: 3 clusters Score -514865.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Entering Unmasked Estep 
Score: -2718740.250000 Penalty: 2456.350098
	Iteration 0F: 2 clusters Score -2718740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2704827.750000 Penalty: 4912.700195
	Iteration 0F: 3 clusters Score -2704828 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2710396.000000 Penalty: 4912.700195
	Iteration 1F: 3 clusters Score -2710396 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2712092.250000 Penalty: 4912.700195
	Iteration 2F: 3 clusters Score -2712092 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2713749.500000 Penalty: 4912.700195
	Iteration 3F: 3 clusters Score -2713750 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2715173.500000 Penalty: 4912.700195
	Iteration 4F: 3 clusters Score -2715174 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2716315.750000 Penalty: 4912.700195
	Iteration 5F: 3 clusters Score -2716316 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2717146.500000 Penalty: 4912.700195
	Iteration 6F: 3 clusters Score -2717146 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2717760.000000 Penalty: 4912.700195
	Iteration 7Q: 3 clusters Score -2717760 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2718172.250000 Penalty: 4912.700195
	Iteration 8Q: 3 clusters Score -2718172 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2718428.500000 Penalty: 4912.700195
	Iteration 9Q: 3 clusters Score -2718428 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2718573.750000 Penalty: 4912.700195
	Iteration 10Q: 3 clusters Score -2718574 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2718672.750000 Penalty: 4912.700195
	Iteration 11Q: 3 clusters Score -2718673 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2718726.000000 Penalty: 4912.700195
	Iteration 12Q: 3 clusters Score -2718726 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2718750.250000 Penalty: 4912.700195
	Iteration 13Q: 3 clusters Score -2718750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2718783.750000 Penalty: 4912.700195
	Iteration 14Q: 3 clusters Score -2718784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2718797.250000 Penalty: 4912.700195
	Iteration 15Q: 3 clusters Score -2718797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2718811.250000 Penalty: 4912.700195
	Iteration 16Q: 3 clusters Score -2718811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2718826.750000 Penalty: 4912.700195
	Iteration 17Q: 3 clusters Score -2718827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2718835.250000 Penalty: 4912.700195
	Iteration 18Q: 3 clusters Score -2718835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2718841.500000 Penalty: 4912.700195
	Iteration 19Q: 3 clusters Score -2718842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2718843.250000 Penalty: 4912.700195
	Iteration 20F: 3 clusters Score -2718843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2718854.250000 Penalty: 4912.700195
	Iteration 21Q: 3 clusters Score -2718854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2718849.500000 Penalty: 4912.700195
	Iteration 22Q: 3 clusters Score -2718850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2718854.000000 Penalty: 4912.700195
	Iteration 23Q: 3 clusters Score -2718854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2718861.250000 Penalty: 4912.700195
	Iteration 24Q: 3 clusters Score -2718861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2718859.750000 Penalty: 4912.700195
	Iteration 25Q: 3 clusters Score -2718860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2718865.000000 Penalty: 4912.700195
	Iteration 26Q: 3 clusters Score -2718865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2718861.750000 Penalty: 4912.700195
	Iteration 27Q: 3 clusters Score -2718862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2718868.750000 Penalty: 4912.700195
	Iteration 28Q: 3 clusters Score -2718869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2718870.000000 Penalty: 4912.700195
	Iteration 29Q: 3 clusters Score -2718870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2718874.000000 Penalty: 4912.700195
	Iteration 30Q: 3 clusters Score -2718874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2718876.250000 Penalty: 4912.700195
	Iteration 31Q: 3 clusters Score -2718876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2718875.500000 Penalty: 4912.700195
	Iteration 32Q: 3 clusters Score -2718876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2718877.500000 Penalty: 4912.700195
	Iteration 33Q: 3 clusters Score -2718878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2718873.750000 Penalty: 4912.700195
	Iteration 34Q: 3 clusters Score -2718874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2718873.750000 Penalty: 4912.700195
	Iteration 35F: 3 clusters Score -2718874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 43427 members 
Mstep: Class 3 contains 170903 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 147315 members 
Mstep: Class 6 contains 59788 members 
Mstep: Class 7 contains 7751 members 
Mstep: Class 8 contains 189199 members 
Mstep: Class 9 contains 19502 members 
Mstep: Class 10 contains 2084 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 1124 members 
Mstep: Class 13 contains 1834 members 
Mstep: Class 15 contains 28325 members 
Mstep: Class 16 contains 191409 members 
Mstep: Class 17 contains 176292 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 21 contains 18899 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 1322 members 
Entering Unmasked Estep 
Score: -144331872.000000 Penalty: 72426.367188
Splitting cluster 21 changes total score from -144331680.000000 to -144331872.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 23 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -345221.656250 Penalty: 1981.579102
	Iteration 0F: 2 clusters Score -345221.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -342509.031250 Penalty: 3963.158203
	Iteration 0F: 3 clusters Score -342509 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -346441.062500 Penalty: 3963.158203
	Iteration 1F: 3 clusters Score -346441.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -348177.562500 Penalty: 3963.158203
	Iteration 2F: 3 clusters Score -348177.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -348805.968750 Penalty: 3963.158203
	Iteration 3F: 3 clusters Score -348806 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -349336.875000 Penalty: 3963.158203
	Iteration 4Q: 3 clusters Score -349336.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -349940.343750 Penalty: 3963.158203
	Iteration 5Q: 3 clusters Score -349940.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -350212.625000 Penalty: 3963.158203
	Iteration 6Q: 3 clusters Score -350212.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -350287.375000 Penalty: 3963.158203
	Iteration 7Q: 3 clusters Score -350287.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -350327.875000 Penalty: 3963.158203
	Iteration 8Q: 3 clusters Score -350327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -350347.375000 Penalty: 3963.158203
	Iteration 9Q: 3 clusters Score -350347.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -350356.281250 Penalty: 3963.158203
	Iteration 10Q: 3 clusters Score -350356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -350359.750000 Penalty: 3963.158203
	Iteration 11Q: 3 clusters Score -350359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -350360.125000 Penalty: 3963.158203
	Iteration 12Q: 3 clusters Score -350360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -350360.125000 Penalty: 3963.158203
	Iteration 13F: 3 clusters Score -350360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 43427 members 
Mstep: Class 3 contains 170903 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 147315 members 
Mstep: Class 6 contains 59788 members 
Mstep: Class 7 contains 7751 members 
Mstep: Class 8 contains 189199 members 
Mstep: Class 9 contains 19502 members 
Mstep: Class 10 contains 2084 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 1124 members 
Mstep: Class 13 contains 1834 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 28325 members 
Mstep: Class 16 contains 191409 members 
Mstep: Class 17 contains 176292 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 21 contains 18899 members 
Mstep: Class 23 contains 2168 members 
Mstep: Class 24 contains 1322 members 
Entering Unmasked Estep 
Score: -144335616.000000 Penalty: 75875.242188
Splitting cluster 23 changes total score from -144331680.000000 to -144335616.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 24 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -161029.953125 Penalty: 1782.351440
	Iteration 0F: 2 clusters Score -161030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -158869.859375 Penalty: 3564.702881
	Iteration 0F: 3 clusters Score -158869.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -159254.421875 Penalty: 3564.702881
	Iteration 1F: 3 clusters Score -159254.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159344.046875 Penalty: 3564.702881
	Iteration 2F: 3 clusters Score -159344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159413.625000 Penalty: 3564.702881
	Iteration 3Q: 3 clusters Score -159413.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -159459.765625 Penalty: 3564.702881
	Iteration 4Q: 3 clusters Score -159459.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -159485.296875 Penalty: 3564.702881
	Iteration 5Q: 3 clusters Score -159485.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -159499.953125 Penalty: 3564.702881
	Iteration 6Q: 3 clusters Score -159500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -159513.546875 Penalty: 3564.702881
	Iteration 7Q: 3 clusters Score -159513.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159524.375000 Penalty: 3564.702881
	Iteration 8Q: 3 clusters Score -159524.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -159533.390625 Penalty: 3564.702881
	Iteration 9Q: 3 clusters Score -159533.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -159538.750000 Penalty: 3564.702881
	Iteration 10Q: 3 clusters Score -159538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -159539.562500 Penalty: 3564.702881
	Iteration 11Q: 3 clusters Score -159539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -159539.890625 Penalty: 3564.702881
	Iteration 12Q: 3 clusters Score -159539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -159541.218750 Penalty: 3564.702881
	Iteration 13Q: 3 clusters Score -159541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159543.515625 Penalty: 3564.702881
	Iteration 14Q: 3 clusters Score -159543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -159548.640625 Penalty: 3564.702881
	Iteration 15Q: 3 clusters Score -159548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -159549.468750 Penalty: 3564.702881
	Iteration 16Q: 3 clusters Score -159549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -159550.078125 Penalty: 3564.702881
	Iteration 17Q: 3 clusters Score -159550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -159550.078125 Penalty: 3564.702881
	Iteration 18F: 3 clusters Score -159550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 43427 members 
Mstep: Class 3 contains 170903 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 147315 members 
Mstep: Class 7 contains 7751 members 
Mstep: Class 8 contains 189199 members 
Mstep: Class 9 contains 19502 members 
Mstep: Class 13 contains 1834 members 
Mstep: Class 15 contains 28325 members 
Mstep: Class 16 contains 191409 members 
Mstep: Class 17 contains 176292 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 21 contains 18899 members 
Mstep: Class 23 contains 2168 members 
Mstep: Class 24 contains 1322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144337808.000000 Penalty: 75875.242188
Iteration 39Q: 23 clusters Score -1.443378e+08 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 43307 members 
Mstep: Class 3 contains 170376 members 
Mstep: Class 4 contains 2473 members 
Mstep: Class 5 contains 148732 members 
Mstep: Class 6 contains 59093 members 
Mstep: Class 7 contains 7730 members 
Mstep: Class 8 contains 188887 members 
Mstep: Class 9 contains 19525 members 
Mstep: Class 10 contains 2077 members 
Mstep: Class 11 contains 4899 members 
Mstep: Class 12 contains 1138 members 
Mstep: Class 13 contains 1844 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 28864 members 
Mstep: Class 16 contains 190602 members 
Mstep: Class 17 contains 176129 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 23 contains 2194 members 
Mstep: Class 24 contains 1331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144340016.000000 Penalty: 75875.242188
Iteration 40F: 23 clusters Score -1.4434e+08 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 43201 members 
Mstep: Class 3 contains 169523 members 
Mstep: Class 4 contains 2364 members 
Mstep: Class 5 contains 150085 members 
Mstep: Class 6 contains 59691 members 
Mstep: Class 7 contains 7682 members 
Mstep: Class 8 contains 188549 members 
Mstep: Class 9 contains 19551 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 5105 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 29150 members 
Mstep: Class 16 contains 189439 members 
Mstep: Class 17 contains 175857 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 21 contains 20160 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144341520.000000 Penalty: 75875.242188
Iteration 41Q: 23 clusters Score -1.443415e+08 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 43110 members 
Mstep: Class 3 contains 168833 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 151390 members 
Mstep: Class 6 contains 60038 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 188319 members 
Mstep: Class 9 contains 19577 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 5253 members 
Mstep: Class 12 contains 1226 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 29366 members 
Mstep: Class 16 contains 188383 members 
Mstep: Class 17 contains 175688 members 
Mstep: Class 18 contains 11849 members 
Mstep: Class 19 contains 3716 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 23 contains 2183 members 
Mstep: Class 24 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342256.000000 Penalty: 75875.242188
Iteration 42Q: 23 clusters Score -1.443423e+08 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 43025 members 
Mstep: Class 3 contains 168134 members 
Mstep: Class 4 contains 2083 members 
Mstep: Class 5 contains 152826 members 
Mstep: Class 6 contains 60316 members 
Mstep: Class 7 contains 7608 members 
Mstep: Class 8 contains 188168 members 
Mstep: Class 9 contains 19603 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 29571 members 
Mstep: Class 16 contains 187262 members 
Mstep: Class 17 contains 175466 members 
Mstep: Class 18 contains 11982 members 
Mstep: Class 19 contains 3677 members 
Mstep: Class 21 contains 21095 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144342720.000000 Penalty: 75875.242188
Iteration 43Q: 23 clusters Score -1.443427e+08 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 42947 members 
Mstep: Class 3 contains 167465 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 154211 members 
Mstep: Class 6 contains 60562 members 
Mstep: Class 7 contains 7580 members 
Mstep: Class 8 contains 188078 members 
Mstep: Class 9 contains 19637 members 
Mstep: Class 10 contains 2302 members 
Mstep: Class 11 contains 5485 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 29748 members 
Mstep: Class 16 contains 186149 members 
Mstep: Class 17 contains 175270 members 
Mstep: Class 18 contains 12086 members 
Mstep: Class 19 contains 3620 members 
Mstep: Class 21 contains 21555 members 
Mstep: Class 23 contains 2185 members 
Mstep: Class 24 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144343440.000000 Penalty: 75875.242188
Iteration 44Q: 23 clusters Score -1.443434e+08 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 42879 members 
Mstep: Class 3 contains 166784 members 
Mstep: Class 4 contains 1785 members 
Mstep: Class 5 contains 155671 members 
Mstep: Class 6 contains 60746 members 
Mstep: Class 7 contains 7542 members 
Mstep: Class 8 contains 188075 members 
Mstep: Class 9 contains 19688 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 5577 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 29886 members 
Mstep: Class 16 contains 184946 members 
Mstep: Class 17 contains 175129 members 
Mstep: Class 18 contains 12216 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 21 contains 21977 members 
Mstep: Class 23 contains 2187 members 
Mstep: Class 24 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144344576.000000 Penalty: 75875.242188
Iteration 45Q: 23 clusters Score -1.443446e+08 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 42814 members 
Mstep: Class 3 contains 166112 members 
Mstep: Class 4 contains 1646 members 
Mstep: Class 5 contains 157050 members 
Mstep: Class 6 contains 60906 members 
Mstep: Class 7 contains 7513 members 
Mstep: Class 8 contains 188180 members 
Mstep: Class 9 contains 19688 members 
Mstep: Class 10 contains 2358 members 
Mstep: Class 11 contains 5672 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 30004 members 
Mstep: Class 16 contains 183722 members 
Mstep: Class 17 contains 175047 members 
Mstep: Class 18 contains 12335 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 21 contains 22384 members 
Mstep: Class 23 contains 2185 members 
Mstep: Class 24 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345136.000000 Penalty: 75875.242188
Iteration 46Q: 23 clusters Score -1.443451e+08 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 42765 members 
Mstep: Class 3 contains 165399 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 158370 members 
Mstep: Class 6 contains 61066 members 
Mstep: Class 7 contains 7490 members 
Mstep: Class 8 contains 188412 members 
Mstep: Class 9 contains 19702 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 5779 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 30078 members 
Mstep: Class 16 contains 182402 members 
Mstep: Class 17 contains 175038 members 
Mstep: Class 18 contains 12459 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 21 contains 22739 members 
Mstep: Class 23 contains 2183 members 
Mstep: Class 24 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345184.000000 Penalty: 75875.242188
Iteration 47Q: 23 clusters Score -1.443452e+08 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 42723 members 
Mstep: Class 3 contains 164755 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 159653 members 
Mstep: Class 6 contains 61194 members 
Mstep: Class 7 contains 7463 members 
Mstep: Class 8 contains 188681 members 
Mstep: Class 9 contains 19689 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 5881 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 30131 members 
Mstep: Class 16 contains 181084 members 
Mstep: Class 17 contains 175061 members 
Mstep: Class 18 contains 12580 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 21 contains 23090 members 
Mstep: Class 23 contains 2182 members 
Mstep: Class 24 contains 1408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345200.000000 Penalty: 75875.242188
Iteration 48Q: 23 clusters Score -1.443452e+08 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 42692 members 
Mstep: Class 3 contains 164188 members 
Mstep: Class 4 contains 1317 members 
Mstep: Class 5 contains 160905 members 
Mstep: Class 6 contains 61291 members 
Mstep: Class 7 contains 7443 members 
Mstep: Class 8 contains 188887 members 
Mstep: Class 9 contains 19681 members 
Mstep: Class 10 contains 2430 members 
Mstep: Class 11 contains 5961 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 30219 members 
Mstep: Class 16 contains 179798 members 
Mstep: Class 17 contains 175055 members 
Mstep: Class 18 contains 12702 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 21 contains 23435 members 
Mstep: Class 23 contains 2181 members 
Mstep: Class 24 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345776.000000 Penalty: 75875.242188
Iteration 49Q: 23 clusters Score -1.443458e+08 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 42667 members 
Mstep: Class 3 contains 163626 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 162035 members 
Mstep: Class 6 contains 61387 members 
Mstep: Class 7 contains 7423 members 
Mstep: Class 8 contains 189123 members 
Mstep: Class 9 contains 19685 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 6024 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 30308 members 
Mstep: Class 16 contains 178599 members 
Mstep: Class 17 contains 175041 members 
Mstep: Class 18 contains 12826 members 
Mstep: Class 19 contains 3473 members 
Mstep: Class 21 contains 23767 members 
Mstep: Class 23 contains 2181 members 
Mstep: Class 24 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144346032.000000 Penalty: 75875.242188
Iteration 50Q: 23 clusters Score -1.44346e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 42653 members 
Mstep: Class 3 contains 163078 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 163198 members 
Mstep: Class 6 contains 61443 members 
Mstep: Class 7 contains 7414 members 
Mstep: Class 8 contains 189255 members 
Mstep: Class 9 contains 19677 members 
Mstep: Class 10 contains 2480 members 
Mstep: Class 11 contains 6090 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 30373 members 
Mstep: Class 16 contains 177481 members 
Mstep: Class 17 contains 175055 members 
Mstep: Class 18 contains 12959 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 21 contains 24076 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144346064.000000 Penalty: 75875.242188
Iteration 51Q: 23 clusters Score -1.443461e+08 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 42643 members 
Mstep: Class 3 contains 162537 members 
Mstep: Class 4 contains 1070 members 
Mstep: Class 5 contains 164253 members 
Mstep: Class 6 contains 61493 members 
Mstep: Class 7 contains 7402 members 
Mstep: Class 8 contains 189341 members 
Mstep: Class 9 contains 19657 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 30425 members 
Mstep: Class 16 contains 176486 members 
Mstep: Class 17 contains 175104 members 
Mstep: Class 18 contains 13072 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 21 contains 24406 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345920.000000 Penalty: 75875.242188
Iteration 52Q: 23 clusters Score -1.443459e+08 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 42634 members 
Mstep: Class 3 contains 161992 members 
Mstep: Class 4 contains 1022 members 
Mstep: Class 5 contains 165170 members 
Mstep: Class 6 contains 61562 members 
Mstep: Class 7 contains 7384 members 
Mstep: Class 8 contains 189412 members 
Mstep: Class 9 contains 19640 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6204 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 1937 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 30487 members 
Mstep: Class 16 contains 175642 members 
Mstep: Class 17 contains 175154 members 
Mstep: Class 18 contains 13184 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 21 contains 24716 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 23 clusters Score -1.443459e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 42617 members 
Mstep: Class 3 contains 161538 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 165965 members 
Mstep: Class 6 contains 61625 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 189430 members 
Mstep: Class 9 contains 19630 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 1940 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 30543 members 
Mstep: Class 16 contains 174966 members 
Mstep: Class 17 contains 175130 members 
Mstep: Class 18 contains 13305 members 
Mstep: Class 19 contains 3397 members 
Mstep: Class 21 contains 25015 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1445 members 
Entering Unmasked Estep 
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Score: -144345904.000000 Penalty: 75875.242188
Iteration 54Q: 23 clusters Score -1.443459e+08 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 42616 members 
Mstep: Class 3 contains 161110 members 
Mstep: Class 4 contains 936 members 
Mstep: Class 5 contains 166722 members 
Mstep: Class 6 contains 61700 members 
Mstep: Class 7 contains 7323 members 
Mstep: Class 8 contains 189443 members 
Mstep: Class 9 contains 19624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 1941 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 30580 members 
Mstep: Class 16 contains 174361 members 
Mstep: Class 17 contains 175087 members 
Mstep: Class 18 contains 13411 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 21 contains 25285 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144345936.000000 Penalty: 75875.242188
Iteration 55Q: 23 clusters Score -1.443459e+08 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 42598 members 
Mstep: Class 3 contains 160715 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 167384 members 
Mstep: Class 6 contains 61771 members 
Mstep: Class 7 contains 7301 members 
Mstep: Class 8 contains 189441 members 
Mstep: Class 9 contains 19620 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 1942 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 30608 members 
Mstep: Class 16 contains 173905 members 
Mstep: Class 17 contains 175041 members 
Mstep: Class 18 contains 13514 members 
Mstep: Class 19 contains 3365 members 
Mstep: Class 21 contains 25524 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144346800.000000 Penalty: 75875.242188
Iteration 56Q: 23 clusters Score -1.443468e+08 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 42580 members 
Mstep: Class 3 contains 160378 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 167908 members 
Mstep: Class 6 contains 61861 members 
Mstep: Class 7 contains 7281 members 
Mstep: Class 8 contains 189394 members 
Mstep: Class 9 contains 19577 members 
Mstep: Class 10 contains 2574 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 1330 members 
Mstep: Class 13 contains 1943 members 
Mstep: Class 14 contains 727 members 
Mstep: Class 15 contains 30634 members 
Mstep: Class 16 contains 173584 members 
Mstep: Class 17 contains 175007 members 
Mstep: Class 18 contains 13621 members 
Mstep: Class 19 contains 3351 members 
Mstep: Class 21 contains 25740 members 
Mstep: Class 23 contains 2176 members 
Mstep: Class 24 contains 1472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144346672.000000 Penalty: 75875.242188
Iteration 57Q: 23 clusters Score -1.443467e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 42559 members 
Mstep: Class 3 contains 160085 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 168289 members 
Mstep: Class 6 contains 61940 members 
Mstep: Class 7 contains 7256 members 
Mstep: Class 8 contains 189326 members 
Mstep: Class 9 contains 19543 members 
Mstep: Class 10 contains 2579 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 1331 members 
Mstep: Class 13 contains 1943 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 15 contains 30654 members 
Mstep: Class 16 contains 173364 members 
Mstep: Class 17 contains 174994 members 
Mstep: Class 18 contains 13717 members 
Mstep: Class 19 contains 3342 members 
Mstep: Class 21 contains 25939 members 
Mstep: Class 23 contains 2176 members 
Mstep: Class 24 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 23 clusters Score -1.443469e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 42535 members 
Mstep: Class 3 contains 159816 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 168587 members 
Mstep: Class 6 contains 61976 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 189290 members 
Mstep: Class 9 contains 19499 members 
Mstep: Class 10 contains 2584 members 
Mstep: Class 11 contains 6370 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 719 members 
Mstep: Class 15 contains 30676 members 
Mstep: Class 16 contains 173247 members 
Mstep: Class 17 contains 174967 members 
Mstep: Class 18 contains 13821 members 
Mstep: Class 19 contains 3327 members 
Mstep: Class 21 contains 26102 members 
Mstep: Class 23 contains 2175 members 
Mstep: Class 24 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144346880.000000 Penalty: 75875.242188
Iteration 59Q: 23 clusters Score -1.443469e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 42514 members 
Mstep: Class 3 contains 159592 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 168812 members 
Mstep: Class 6 contains 62005 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 189250 members 
Mstep: Class 9 contains 19457 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 718 members 
Mstep: Class 15 contains 30694 members 
Mstep: Class 16 contains 173188 members 
Mstep: Class 17 contains 174937 members 
Mstep: Class 18 contains 13904 members 
Mstep: Class 19 contains 3318 members 
Mstep: Class 21 contains 26261 members 
Mstep: Class 23 contains 2174 members 
Mstep: Class 24 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347376.000000 Penalty: 75875.242188
Iteration 60F: 23 clusters Score -1.443474e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 42488 members 
Mstep: Class 3 contains 159403 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 169009 members 
Mstep: Class 6 contains 62024 members 
Mstep: Class 7 contains 7212 members 
Mstep: Class 8 contains 189226 members 
Mstep: Class 9 contains 19417 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 6412 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 30714 members 
Mstep: Class 16 contains 173096 members 
Mstep: Class 17 contains 174880 members 
Mstep: Class 18 contains 13980 members 
Mstep: Class 19 contains 3308 members 
Mstep: Class 21 contains 26430 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 1483 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -1.443474e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 42479 members 
Mstep: Class 3 contains 159224 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 169124 members 
Mstep: Class 6 contains 62020 members 
Mstep: Class 7 contains 7201 members 
Mstep: Class 8 contains 189206 members 
Mstep: Class 9 contains 19373 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 6420 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 1949 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 15 contains 30745 members 
Mstep: Class 16 contains 173061 members 
Mstep: Class 17 contains 174787 members 
Mstep: Class 18 contains 14065 members 
Mstep: Class 19 contains 3303 members 
Mstep: Class 21 contains 26632 members 
Mstep: Class 23 contains 2175 members 
Mstep: Class 24 contains 1488 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -1.443475e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 42458 members 
Mstep: Class 3 contains 159062 members 
Mstep: Class 4 contains 964 members 
Mstep: Class 5 contains 169194 members 
Mstep: Class 6 contains 62031 members 
Mstep: Class 7 contains 7190 members 
Mstep: Class 8 contains 189194 members 
Mstep: Class 9 contains 19296 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 6432 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 15 contains 30773 members 
Mstep: Class 16 contains 173075 members 
Mstep: Class 17 contains 174767 members 
Mstep: Class 18 contains 14161 members 
Mstep: Class 19 contains 3301 members 
Mstep: Class 21 contains 26786 members 
Mstep: Class 23 contains 2175 members 
Mstep: Class 24 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144347648.000000 Penalty: 75875.242188
Iteration 63Q: 23 clusters Score -1.443476e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 42437 members 
Mstep: Class 3 contains 158943 members 
Mstep: Class 4 contains 988 members 
Mstep: Class 5 contains 169228 members 
Mstep: Class 6 contains 62055 members 
Mstep: Class 7 contains 7173 members 
Mstep: Class 8 contains 189196 members 
Mstep: Class 9 contains 19236 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 12 contains 1342 members 
Mstep: Class 13 contains 1958 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30796 members 
Mstep: Class 16 contains 173065 members 
Mstep: Class 17 contains 174723 members 
Mstep: Class 18 contains 14263 members 
Mstep: Class 19 contains 3293 members 
Mstep: Class 21 contains 26918 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 1473 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -1.443476e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 42427 members 
Mstep: Class 3 contains 158860 members 
Mstep: Class 4 contains 1004 members 
Mstep: Class 5 contains 169245 members 
Mstep: Class 6 contains 62066 members 
Mstep: Class 7 contains 7161 members 
Mstep: Class 8 contains 189146 members 
Mstep: Class 9 contains 19193 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 6458 members 
Mstep: Class 12 contains 1343 members 
Mstep: Class 13 contains 1961 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 30804 members 
Mstep: Class 16 contains 173073 members 
Mstep: Class 17 contains 174702 members 
Mstep: Class 18 contains 14349 members 
Mstep: Class 19 contains 3280 members 
Mstep: Class 21 contains 27037 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 1472 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -1.443476e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 42413 members 
Mstep: Class 3 contains 158784 members 
Mstep: Class 4 contains 1022 members 
Mstep: Class 5 contains 169246 members 
Mstep: Class 6 contains 62068 members 
Mstep: Class 7 contains 7150 members 
Mstep: Class 8 contains 189105 members 
Mstep: Class 9 contains 19162 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6466 members 
Mstep: Class 12 contains 1343 members 
Mstep: Class 13 contains 1963 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 30817 members 
Mstep: Class 16 contains 173099 members 
Mstep: Class 17 contains 174643 members 
Mstep: Class 18 contains 14427 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 21 contains 27155 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 1473 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -1.443481e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 42403 members 
Mstep: Class 3 contains 158743 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 169201 members 
Mstep: Class 6 contains 62057 members 
Mstep: Class 7 contains 7143 members 
Mstep: Class 8 contains 189050 members 
Mstep: Class 9 contains 19134 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 11 contains 6471 members 
Mstep: Class 12 contains 1343 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 30842 members 
Mstep: Class 16 contains 173150 members 
Mstep: Class 17 contains 174599 members 
Mstep: Class 18 contains 14505 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 27272 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 1468 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -1.443481e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 42400 members 
Mstep: Class 3 contains 158701 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 169178 members 
Mstep: Class 6 contains 62043 members 
Mstep: Class 7 contains 7143 members 
Mstep: Class 8 contains 188986 members 
Mstep: Class 9 contains 19097 members 
Mstep: Class 10 contains 2639 members 
Mstep: Class 11 contains 6476 members 
Mstep: Class 12 contains 1343 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 30871 members 
Mstep: Class 16 contains 173205 members 
Mstep: Class 17 contains 174552 members 
Mstep: Class 18 contains 14568 members 
Mstep: Class 19 contains 3262 members 
Mstep: Class 21 contains 27387 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 1462 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -1.443478e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 42393 members 
Mstep: Class 3 contains 158641 members 
Mstep: Class 4 contains 1058 members 
Mstep: Class 5 contains 169168 members 
Mstep: Class 6 contains 62026 members 
Mstep: Class 7 contains 7140 members 
Mstep: Class 8 contains 188929 members 
Mstep: Class 9 contains 19054 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 1345 members 
Mstep: Class 13 contains 1966 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 30884 members 
Mstep: Class 16 contains 173266 members 
Mstep: Class 17 contains 174523 members 
Mstep: Class 18 contains 14644 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 21 contains 27485 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348128.000000 Penalty: 75875.242188
Iteration 69Q: 23 clusters Score -1.443481e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 42385 members 
Mstep: Class 3 contains 158582 members 
Mstep: Class 4 contains 1068 members 
Mstep: Class 5 contains 169138 members 
Mstep: Class 6 contains 62016 members 
Mstep: Class 7 contains 7149 members 
Mstep: Class 8 contains 188881 members 
Mstep: Class 9 contains 18998 members 
Mstep: Class 10 contains 2649 members 
Mstep: Class 11 contains 6490 members 
Mstep: Class 12 contains 1348 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 30884 members 
Mstep: Class 16 contains 173358 members 
Mstep: Class 17 contains 174519 members 
Mstep: Class 18 contains 14710 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 21 contains 27565 members 
Mstep: Class 23 contains 2172 members 
Mstep: Class 24 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348224.000000 Penalty: 75875.242188
Iteration 70Q: 23 clusters Score -1.443482e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 42383 members 
Mstep: Class 3 contains 158515 members 
Mstep: Class 4 contains 1074 members 
Mstep: Class 5 contains 169074 members 
Mstep: Class 6 contains 62022 members 
Mstep: Class 7 contains 7147 members 
Mstep: Class 8 contains 188844 members 
Mstep: Class 9 contains 18958 members 
Mstep: Class 10 contains 2654 members 
Mstep: Class 11 contains 6487 members 
Mstep: Class 12 contains 1347 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 30890 members 
Mstep: Class 16 contains 173470 members 
Mstep: Class 17 contains 174500 members 
Mstep: Class 18 contains 14782 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 21 contains 27645 members 
Mstep: Class 23 contains 2172 members 
Mstep: Class 24 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348272.000000 Penalty: 75875.242188
Iteration 71Q: 23 clusters Score -1.443483e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 42375 members 
Mstep: Class 3 contains 158474 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 168993 members 
Mstep: Class 6 contains 62026 members 
Mstep: Class 7 contains 7141 members 
Mstep: Class 8 contains 188838 members 
Mstep: Class 9 contains 18916 members 
Mstep: Class 10 contains 2660 members 
Mstep: Class 11 contains 6494 members 
Mstep: Class 12 contains 1346 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 30896 members 
Mstep: Class 16 contains 173577 members 
Mstep: Class 17 contains 174453 members 
Mstep: Class 18 contains 14858 members 
Mstep: Class 19 contains 3250 members 
Mstep: Class 21 contains 27711 members 
Mstep: Class 23 contains 2172 members 
Mstep: Class 24 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348224.000000 Penalty: 75875.242188
Iteration 72Q: 23 clusters Score -1.443482e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 42370 members 
Mstep: Class 3 contains 158452 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 168942 members 
Mstep: Class 6 contains 62021 members 
Mstep: Class 7 contains 7144 members 
Mstep: Class 8 contains 188811 members 
Mstep: Class 9 contains 18858 members 
Mstep: Class 10 contains 2665 members 
Mstep: Class 11 contains 6498 members 
Mstep: Class 12 contains 1346 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 30900 members 
Mstep: Class 16 contains 173666 members 
Mstep: Class 17 contains 174432 members 
Mstep: Class 18 contains 14923 members 
Mstep: Class 19 contains 3247 members 
Mstep: Class 21 contains 27772 members 
Mstep: Class 23 contains 2172 members 
Mstep: Class 24 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348416.000000 Penalty: 75875.242188
Iteration 73Q: 23 clusters Score -1.443484e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 42358 members 
Mstep: Class 3 contains 158407 members 
Mstep: Class 4 contains 1082 members 
Mstep: Class 5 contains 168920 members 
Mstep: Class 6 contains 62001 members 
Mstep: Class 7 contains 7142 members 
Mstep: Class 8 contains 188785 members 
Mstep: Class 9 contains 18801 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 1346 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 15 contains 30909 members 
Mstep: Class 16 contains 173742 members 
Mstep: Class 17 contains 174425 members 
Mstep: Class 18 contains 15000 members 
Mstep: Class 19 contains 3245 members 
Mstep: Class 21 contains 27832 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348320.000000 Penalty: 75875.242188
Iteration 74Q: 23 clusters Score -1.443483e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 42340 members 
Mstep: Class 3 contains 158343 members 
Mstep: Class 4 contains 1084 members 
Mstep: Class 5 contains 168884 members 
Mstep: Class 6 contains 61983 members 
Mstep: Class 7 contains 7144 members 
Mstep: Class 8 contains 188775 members 
Mstep: Class 9 contains 18761 members 
Mstep: Class 10 contains 2675 members 
Mstep: Class 11 contains 6512 members 
Mstep: Class 12 contains 1346 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 30920 members 
Mstep: Class 16 contains 173816 members 
Mstep: Class 17 contains 174404 members 
Mstep: Class 18 contains 15076 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 21 contains 27879 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348304.000000 Penalty: 75875.242188
Iteration 75Q: 23 clusters Score -1.443483e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 42331 members 
Mstep: Class 3 contains 158271 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 168852 members 
Mstep: Class 6 contains 61970 members 
Mstep: Class 7 contains 7137 members 
Mstep: Class 8 contains 188763 members 
Mstep: Class 9 contains 18712 members 
Mstep: Class 10 contains 2679 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 1346 members 
Mstep: Class 13 contains 1974 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 30917 members 
Mstep: Class 16 contains 173913 members 
Mstep: Class 17 contains 174388 members 
Mstep: Class 18 contains 15159 members 
Mstep: Class 19 contains 3240 members 
Mstep: Class 21 contains 27911 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 1470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348416.000000 Penalty: 75875.242188
Iteration 76Q: 23 clusters Score -1.443484e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 42323 members 
Mstep: Class 3 contains 158212 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 168833 members 
Mstep: Class 6 contains 61967 members 
Mstep: Class 7 contains 7140 members 
Mstep: Class 8 contains 188781 members 
Mstep: Class 9 contains 18660 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 1348 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 30919 members 
Mstep: Class 16 contains 173994 members 
Mstep: Class 17 contains 174340 members 
Mstep: Class 18 contains 15239 members 
Mstep: Class 19 contains 3238 members 
Mstep: Class 21 contains 27934 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348352.000000 Penalty: 75875.242188
Iteration 77Q: 23 clusters Score -1.443484e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 42313 members 
Mstep: Class 3 contains 158175 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 168815 members 
Mstep: Class 6 contains 61954 members 
Mstep: Class 7 contains 7138 members 
Mstep: Class 8 contains 188773 members 
Mstep: Class 9 contains 18614 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 1349 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 30918 members 
Mstep: Class 16 contains 174078 members 
Mstep: Class 17 contains 174299 members 
Mstep: Class 18 contains 15310 members 
Mstep: Class 19 contains 3233 members 
Mstep: Class 21 contains 27967 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144348480.000000 Penalty: 75875.242188
Iteration 78Q: 23 clusters Score -1.443485e+08 nChanged 596
Entering ConstructFrom: 
Score: -144348480.000000 Penalty: 75875.242188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -826631.562500 Penalty: 2155.820801
	Iteration 0F: 2 clusters Score -826631.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -821517.250000 Penalty: 4311.641602
	Iteration 0F: 3 clusters Score -821517.2 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -822706.000000 Penalty: 4311.641602
	Iteration 1F: 3 clusters Score -822706 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -822906.687500 Penalty: 4311.641602
	Iteration 2F: 3 clusters Score -822906.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -823025.562500 Penalty: 4311.641602
	Iteration 3Q: 3 clusters Score -823025.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -823099.875000 Penalty: 4311.641602
	Iteration 4Q: 3 clusters Score -823099.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -823157.500000 Penalty: 4311.641602
	Iteration 5Q: 3 clusters Score -823157.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -823199.312500 Penalty: 4311.641602
	Iteration 6Q: 3 clusters Score -823199.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -823232.375000 Penalty: 4311.641602
	Iteration 7Q: 3 clusters Score -823232.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -823261.000000 Penalty: 4311.641602
	Iteration 8Q: 3 clusters Score -823261 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -823284.562500 Penalty: 4311.641602
	Iteration 9Q: 3 clusters Score -823284.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -823309.000000 Penalty: 4311.641602
	Iteration 10Q: 3 clusters Score -823309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -823329.125000 Penalty: 4311.641602
	Iteration 11Q: 3 clusters Score -823329.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -823338.187500 Penalty: 4311.641602
	Iteration 12Q: 3 clusters Score -823338.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -823347.812500 Penalty: 4311.641602
	Iteration 13Q: 3 clusters Score -823347.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -823355.500000 Penalty: 4311.641602
	Iteration 14Q: 3 clusters Score -823355.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -823363.000000 Penalty: 4311.641602
	Iteration 15Q: 3 clusters Score -823363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -823367.875000 Penalty: 4311.641602
	Iteration 16Q: 3 clusters Score -823367.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -823373.437500 Penalty: 4311.641602
	Iteration 17Q: 3 clusters Score -823373.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -823379.250000 Penalty: 4311.641602
	Iteration 18Q: 3 clusters Score -823379.2 nChanged 16
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: -823382.437500 Penalty: 4311.641602
	Iteration 19Q: 3 clusters Score -823382.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -823387.625000 Penalty: 4311.641602
	Iteration 20F: 3 clusters Score -823387.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -823394.500000 Penalty: 4311.641602
	Iteration 21Q: 3 clusters Score -823394.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -823400.312500 Penalty: 4311.641602
	Iteration 22Q: 3 clusters Score -823400.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -823408.125000 Penalty: 4311.641602
	Iteration 23Q: 3 clusters Score -823408.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -823414.687500 Penalty: 4311.641602
	Iteration 24Q: 3 clusters Score -823414.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -823424.687500 Penalty: 4311.641602
	Iteration 25Q: 3 clusters Score -823424.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -823435.812500 Penalty: 4311.641602
	Iteration 26Q: 3 clusters Score -823435.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -823446.437500 Penalty: 4311.641602
	Iteration 27Q: 3 clusters Score -823446.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -823456.062500 Penalty: 4311.641602
	Iteration 28Q: 3 clusters Score -823456.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -823467.375000 Penalty: 4311.641602
	Iteration 29Q: 3 clusters Score -823467.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -823478.437500 Penalty: 4311.641602
	Iteration 30Q: 3 clusters Score -823478.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -823490.687500 Penalty: 4311.641602
	Iteration 31Q: 3 clusters Score -823490.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -823505.875000 Penalty: 4311.641602
	Iteration 32Q: 3 clusters Score -823505.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -823517.875000 Penalty: 4311.641602
	Iteration 33Q: 3 clusters Score -823517.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -823530.812500 Penalty: 4311.641602
	Iteration 34Q: 3 clusters Score -823530.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -823540.562500 Penalty: 4311.641602
	Iteration 35Q: 3 clusters Score -823540.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -823551.125000 Penalty: 4311.641602
	Iteration 36Q: 3 clusters Score -823551.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -823562.062500 Penalty: 4311.641602
	Iteration 37Q: 3 clusters Score -823562.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -823576.875000 Penalty: 4311.641602
	Iteration 38Q: 3 clusters Score -823576.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -823592.000000 Penalty: 4311.641602
	Iteration 39Q: 3 clusters Score -823592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -823610.437500 Penalty: 4311.641602
	Iteration 40F: 3 clusters Score -823610.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -823627.875000 Penalty: 4311.641602
	Iteration 41Q: 3 clusters Score -823627.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -823644.125000 Penalty: 4311.641602
	Iteration 42Q: 3 clusters Score -823644.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -823662.625000 Penalty: 4311.641602
	Iteration 43Q: 3 clusters Score -823662.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -823682.875000 Penalty: 4311.641602
	Iteration 44Q: 3 clusters Score -823682.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -823704.562500 Penalty: 4311.641602
	Iteration 45Q: 3 clusters Score -823704.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -823732.125000 Penalty: 4311.641602
	Iteration 46Q: 3 clusters Score -823732.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -823762.125000 Penalty: 4311.641602
	Iteration 47Q: 3 clusters Score -823762.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -823797.312500 Penalty: 4311.641602
	Iteration 48Q: 3 clusters Score -823797.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -823840.250000 Penalty: 4311.641602
	Iteration 49Q: 3 clusters Score -823840.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -823895.000000 Penalty: 4311.641602
	Iteration 50Q: 3 clusters Score -823895 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -823947.250000 Penalty: 4311.641602
	Iteration 51Q: 3 clusters Score -823947.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -823998.062500 Penalty: 4311.641602
	Iteration 52Q: 3 clusters Score -823998.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -824060.625000 Penalty: 4311.641602
	Iteration 53Q: 3 clusters Score -824060.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -824147.750000 Penalty: 4311.641602
	Iteration 54Q: 3 clusters Score -824147.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -824217.375000 Penalty: 4311.641602
	Iteration 55Q: 3 clusters Score -824217.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -824289.562500 Penalty: 4311.641602
	Iteration 56Q: 3 clusters Score -824289.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -824355.937500 Penalty: 4311.641602
	Iteration 57Q: 3 clusters Score -824355.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -824413.375000 Penalty: 4311.641602
	Iteration 58Q: 3 clusters Score -824413.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -824463.000000 Penalty: 4311.641602
	Iteration 59Q: 3 clusters Score -824463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -824501.125000 Penalty: 4311.641602
	Iteration 60F: 3 clusters Score -824501.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -824525.562500 Penalty: 4311.641602
	Iteration 61Q: 3 clusters Score -824525.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -824546.812500 Penalty: 4311.641602
	Iteration 62Q: 3 clusters Score -824546.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -824561.125000 Penalty: 4311.641602
	Iteration 63Q: 3 clusters Score -824561.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -824578.125000 Penalty: 4311.641602
	Iteration 64Q: 3 clusters Score -824578.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -824586.187500 Penalty: 4311.641602
	Iteration 65Q: 3 clusters Score -824586.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -824603.687500 Penalty: 4311.641602
	Iteration 66Q: 3 clusters Score -824603.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -824621.062500 Penalty: 4311.641602
	Iteration 67Q: 3 clusters Score -824621.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -824633.312500 Penalty: 4311.641602
	Iteration 68Q: 3 clusters Score -824633.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -824645.250000 Penalty: 4311.641602
	Iteration 69Q: 3 clusters Score -824645.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -824660.937500 Penalty: 4311.641602
	Iteration 70Q: 3 clusters Score -824660.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -824671.500000 Penalty: 4311.641602
	Iteration 71Q: 3 clusters Score -824671.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -824682.000000 Penalty: 4311.641602
	Iteration 72Q: 3 clusters Score -824682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -824687.562500 Penalty: 4311.641602
	Iteration 73Q: 3 clusters Score -824687.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -824688.250000 Penalty: 4311.641602
	Iteration 74Q: 3 clusters Score -824688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -824694.687500 Penalty: 4311.641602
	Iteration 75Q: 3 clusters Score -824694.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -824698.312500 Penalty: 4311.641602
	Iteration 76Q: 3 clusters Score -824698.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -824699.187500 Penalty: 4311.641602
	Iteration 77Q: 3 clusters Score -824699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -824702.125000 Penalty: 4311.641602
	Iteration 78Q: 3 clusters Score -824702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -824703.625000 Penalty: 4311.641602
	Iteration 79Q: 3 clusters Score -824703.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -824703.625000 Penalty: 4311.641602
	Iteration 80F: 3 clusters Score -824703.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Entering Unmasked Estep 
Score: -5488834.500000 Penalty: 2641.842285
	Iteration 0F: 2 clusters Score -5488834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -5460179.000000 Penalty: 5283.684570
	Iteration 0F: 3 clusters Score -5460179 nChanged 19500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -5470762.000000 Penalty: 5283.684570
	Iteration 1F: 3 clusters Score -5470762 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5471266.500000 Penalty: 5283.684570
	Iteration 2Q: 3 clusters Score -5471266 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5471888.500000 Penalty: 5283.684570
	Iteration 3Q: 3 clusters Score -5471888 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -5472701.500000 Penalty: 5283.684570
	Iteration 4Q: 3 clusters Score -5472702 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5473975.500000 Penalty: 5283.684570
	Iteration 5Q: 3 clusters Score -5473976 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5475714.500000 Penalty: 5283.684570
	Iteration 6F: 3 clusters Score -5475714 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -5477903.500000 Penalty: 5283.684570
	Iteration 7F: 3 clusters Score -5477904 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -5480302.000000 Penalty: 5283.684570
	Iteration 8F: 3 clusters Score -5480302 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -5482493.000000 Penalty: 5283.684570
	Iteration 9F: 3 clusters Score -5482493 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -5484146.500000 Penalty: 5283.684570
	Iteration 10F: 3 clusters Score -5484146 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -5485003.000000 Penalty: 5283.684570
	Iteration 11Q: 3 clusters Score -5485003 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -5485375.000000 Penalty: 5283.684570
	Iteration 12Q: 3 clusters Score -5485375 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -5485529.000000 Penalty: 5283.684570
	Iteration 13Q: 3 clusters Score -5485529 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -5485578.000000 Penalty: 5283.684570
	Iteration 14Q: 3 clusters Score -5485578 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -5485626.000000 Penalty: 5283.684570
	Iteration 15Q: 3 clusters Score -5485626 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -5485640.500000 Penalty: 5283.684570
	Iteration 16Q: 3 clusters Score -5485640 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -5485649.500000 Penalty: 5283.684570
	Iteration 17Q: 3 clusters Score -5485650 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5485707.000000 Penalty: 5283.684570
	Iteration 18Q: 3 clusters Score -5485707 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -5485733.500000 Penalty: 5283.684570
	Iteration 19Q: 3 clusters Score -5485734 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -5485773.500000 Penalty: 5283.684570
	Iteration 20F: 3 clusters Score -5485774 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -5485812.000000 Penalty: 5283.684570
	Iteration 21Q: 3 clusters Score -5485812 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -5485934.000000 Penalty: 5283.684570
	Iteration 22Q: 3 clusters Score -5485934 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -5486070.000000 Penalty: 5283.684570
	Iteration 23Q: 3 clusters Score -5486070 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -5486297.000000 Penalty: 5283.684570
	Iteration 24Q: 3 clusters Score -5486297 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5486619.000000 Penalty: 5283.684570
	Iteration 25Q: 3 clusters Score -5486619 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -5487118.000000 Penalty: 5283.684570
	Iteration 26Q: 3 clusters Score -5487118 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5487840.500000 Penalty: 5283.684570
	Iteration 27Q: 3 clusters Score -5487840 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -5488809.000000 Penalty: 5283.684570
	Iteration 28Q: 3 clusters Score -5488809 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -5489542.500000 Penalty: 5283.684570
	Iteration 29Q: 3 clusters Score -5489542 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5489697.000000 Penalty: 5283.684570
	Iteration 30Q: 3 clusters Score -5489697 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -5489743.500000 Penalty: 5283.684570
	Iteration 31Q: 3 clusters Score -5489744 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -5489780.500000 Penalty: 5283.684570
	Iteration 32Q: 3 clusters Score -5489780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5489789.500000 Penalty: 5283.684570
	Iteration 33Q: 3 clusters Score -5489790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -5489805.000000 Penalty: 5283.684570
	Iteration 34Q: 3 clusters Score -5489805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5489800.500000 Penalty: 5283.684570
	Iteration 35Q: 3 clusters Score -5489800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -5489807.000000 Penalty: 5283.684570
	Iteration 36Q: 3 clusters Score -5489807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -5489819.500000 Penalty: 5283.684570
	Iteration 37Q: 3 clusters Score -5489820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -5489832.000000 Penalty: 5283.684570
	Iteration 38Q: 3 clusters Score -5489832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -5489829.000000 Penalty: 5283.684570
	Iteration 39Q: 3 clusters Score -5489829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -5489836.500000 Penalty: 5283.684570
	Iteration 40F: 3 clusters Score -5489836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5489847.500000 Penalty: 5283.684570
	Iteration 41Q: 3 clusters Score -5489848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5489854.500000 Penalty: 5283.684570
	Iteration 42Q: 3 clusters Score -5489854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -5489858.500000 Penalty: 5283.684570
	Iteration 43Q: 3 clusters Score -5489858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -5489866.500000 Penalty: 5283.684570
	Iteration 44Q: 3 clusters Score -5489866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5489866.500000 Penalty: 5283.684570
	Iteration 45Q: 3 clusters Score -5489866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -5489869.500000 Penalty: 5283.684570
	Iteration 46Q: 3 clusters Score -5489870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -5489865.500000 Penalty: 5283.684570
	Iteration 47Q: 3 clusters Score -5489866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -5489868.000000 Penalty: 5283.684570
	Iteration 48Q: 3 clusters Score -5489868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5489869.000000 Penalty: 5283.684570
	Iteration 49Q: 3 clusters Score -5489869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -5489876.500000 Penalty: 5283.684570
	Iteration 50Q: 3 clusters Score -5489876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -5489879.500000 Penalty: 5283.684570
	Iteration 51Q: 3 clusters Score -5489880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -5489880.000000 Penalty: 5283.684570
	Iteration 52Q: 3 clusters Score -5489880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -5489883.000000 Penalty: 5283.684570
	Iteration 53Q: 3 clusters Score -5489883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -5489885.000000 Penalty: 5283.684570
	Iteration 54Q: 3 clusters Score -5489885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -5489884.500000 Penalty: 5283.684570
	Iteration 55Q: 3 clusters Score -5489884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -5489889.500000 Penalty: 5283.684570
	Iteration 56Q: 3 clusters Score -5489890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -5489881.500000 Penalty: 5283.684570
	Iteration 57Q: 3 clusters Score -5489882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -5489881.500000 Penalty: 5283.684570
	Iteration 58F: 3 clusters Score -5489882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 158144 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 168759 members 
Mstep: Class 6 contains 61946 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 188770 members 
Mstep: Class 9 contains 18593 members 
Mstep: Class 10 contains 2683 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 1349 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 30925 members 
Mstep: Class 16 contains 174151 members 
Mstep: Class 17 contains 174260 members 
Mstep: Class 18 contains 15383 members 
Mstep: Class 19 contains 3231 members 
Mstep: Class 20 contains 40507 members 
Mstep: Class 21 contains 28006 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 1465 members 
Entering Unmasked Estep 
Score: -144348560.000000 Penalty: 79324.117188
Splitting cluster 2 changes total score from -144348480.000000 to -144348560.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (158144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158144 members 
Entering Unmasked Estep 
Score: -21210876.000000 Penalty: 2968.872803
	Iteration 0F: 2 clusters Score -2.121088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -21105760.000000 Penalty: 5937.745605
	Iteration 0F: 3 clusters Score -2.110576e+07 nChanged 75600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -21149492.000000 Penalty: 5937.745605
	Iteration 1F: 3 clusters Score -2.114949e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78319 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -21150412.000000 Penalty: 5937.745605
	Iteration 2Q: 3 clusters Score -2.115041e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -21151552.000000 Penalty: 5937.745605
	Iteration 3Q: 3 clusters Score -2.115155e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77187 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -21153132.000000 Penalty: 5937.745605
	Iteration 4Q: 3 clusters Score -2.115313e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 81932 members 
Entering Unmasked Estep 
Score: -21155292.000000 Penalty: 5937.745605
	Iteration 5Q: 3 clusters Score -2.115529e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -21158580.000000 Penalty: 5937.745605
	Iteration 6Q: 3 clusters Score -2.115858e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72749 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -21163468.000000 Penalty: 5937.745605
	Iteration 7F: 3 clusters Score -2.116347e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -21170848.000000 Penalty: 5937.745605
	Iteration 8F: 3 clusters Score -2.117085e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -21180050.000000 Penalty: 5937.745605
	Iteration 9F: 3 clusters Score -2.118005e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -21188116.000000 Penalty: 5937.745605
	Iteration 10F: 3 clusters Score -2.118812e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -21192650.000000 Penalty: 5937.745605
	Iteration 11Q: 3 clusters Score -2.119265e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -21194942.000000 Penalty: 5937.745605
	Iteration 12Q: 3 clusters Score -2.119494e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 98118 members 
Entering Unmasked Estep 
Score: -21196612.000000 Penalty: 5937.745605
	Iteration 13Q: 3 clusters Score -2.119661e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -21197816.000000 Penalty: 5937.745605
	Iteration 14Q: 3 clusters Score -2.119782e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 99958 members 
Entering Unmasked Estep 
Score: -21198970.000000 Penalty: 5937.745605
	Iteration 15Q: 3 clusters Score -2.119897e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -21199894.000000 Penalty: 5937.745605
	Iteration 16Q: 3 clusters Score -2.119989e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 101404 members 
Entering Unmasked Estep 
Score: -21200562.000000 Penalty: 5937.745605
	Iteration 17Q: 3 clusters Score -2.120056e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -21201022.000000 Penalty: 5937.745605
	Iteration 18Q: 3 clusters Score -2.120102e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -21201408.000000 Penalty: 5937.745605
	Iteration 19Q: 3 clusters Score -2.120141e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 103197 members 
Entering Unmasked Estep 
Score: -21201696.000000 Penalty: 5937.745605
	Iteration 20F: 3 clusters Score -2.12017e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -21201802.000000 Penalty: 5937.745605
	Iteration 21Q: 3 clusters Score -2.12018e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -21201982.000000 Penalty: 5937.745605
	Iteration 22Q: 3 clusters Score -2.120198e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 104771 members 
Entering Unmasked Estep 
Score: -21202098.000000 Penalty: 5937.745605
	Iteration 23Q: 3 clusters Score -2.12021e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 105237 members 
Entering Unmasked Estep 
Score: -21202132.000000 Penalty: 5937.745605
	Iteration 24Q: 3 clusters Score -2.120213e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 105684 members 
Entering Unmasked Estep 
Score: -21202182.000000 Penalty: 5937.745605
	Iteration 25Q: 3 clusters Score -2.120218e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -21202208.000000 Penalty: 5937.745605
	Iteration 26Q: 3 clusters Score -2.120221e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -21202248.000000 Penalty: 5937.745605
	Iteration 27Q: 3 clusters Score -2.120225e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 106923 members 
Entering Unmasked Estep 
Score: -21202316.000000 Penalty: 5937.745605
	Iteration 28Q: 3 clusters Score -2.120232e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 107291 members 
Entering Unmasked Estep 
Score: -21202328.000000 Penalty: 5937.745605
	Iteration 29Q: 3 clusters Score -2.120233e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -21202386.000000 Penalty: 5937.745605
	Iteration 30Q: 3 clusters Score -2.120239e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 108025 members 
Entering Unmasked Estep 
Score: -21202394.000000 Penalty: 5937.745605
	Iteration 31Q: 3 clusters Score -2.120239e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 108368 members 
Entering Unmasked Estep 
Score: -21202452.000000 Penalty: 5937.745605
	Iteration 32Q: 3 clusters Score -2.120245e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 108717 members 
Entering Unmasked Estep 
Score: -21202494.000000 Penalty: 5937.745605
	Iteration 33Q: 3 clusters Score -2.120249e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 109057 members 
Entering Unmasked Estep 
Score: -21202500.000000 Penalty: 5937.745605
	Iteration 34Q: 3 clusters Score -2.12025e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -21202494.000000 Penalty: 5937.745605
	Iteration 35Q: 3 clusters Score -2.120249e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 109628 members 
Entering Unmasked Estep 
Score: -21202494.000000 Penalty: 5937.745605
	Iteration 36Q: 3 clusters Score -2.120249e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 109874 members 
Entering Unmasked Estep 
Score: -21202488.000000 Penalty: 5937.745605
	Iteration 37Q: 3 clusters Score -2.120249e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -21202480.000000 Penalty: 5937.745605
	Iteration 38Q: 3 clusters Score -2.120248e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
Score: -21202516.000000 Penalty: 5937.745605
	Iteration 39Q: 3 clusters Score -2.120252e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 110616 members 
Entering Unmasked Estep 
Score: -21202598.000000 Penalty: 5937.745605
	Iteration 40F: 3 clusters Score -2.12026e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -21202592.000000 Penalty: 5937.745605
	Iteration 41Q: 3 clusters Score -2.120259e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -21202604.000000 Penalty: 5937.745605
	Iteration 42Q: 3 clusters Score -2.12026e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 111189 members 
Entering Unmasked Estep 
Score: -21202606.000000 Penalty: 5937.745605
	Iteration 43Q: 3 clusters Score -2.120261e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 111332 members 
Entering Unmasked Estep 
Score: -21202602.000000 Penalty: 5937.745605
	Iteration 44Q: 3 clusters Score -2.12026e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 111478 members 
Entering Unmasked Estep 
Score: -21202604.000000 Penalty: 5937.745605
	Iteration 45Q: 3 clusters Score -2.12026e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 111629 members 
Entering Unmasked Estep 
Score: -21202640.000000 Penalty: 5937.745605
	Iteration 46Q: 3 clusters Score -2.120264e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 111773 members 
Entering Unmasked Estep 
Score: -21202606.000000 Penalty: 5937.745605
	Iteration 47Q: 3 clusters Score -2.120261e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -21202614.000000 Penalty: 5937.745605
	Iteration 48Q: 3 clusters Score -2.120261e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 112030 members 
Entering Unmasked Estep 
Score: -21202644.000000 Penalty: 5937.745605
	Iteration 49Q: 3 clusters Score -2.120264e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 112153 members 
Entering Unmasked Estep 
Score: -21202666.000000 Penalty: 5937.745605
	Iteration 50Q: 3 clusters Score -2.120267e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 112276 members 
Entering Unmasked Estep 
Score: -21202648.000000 Penalty: 5937.745605
	Iteration 51Q: 3 clusters Score -2.120265e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 112391 members 
Entering Unmasked Estep 
Score: -21202648.000000 Penalty: 5937.745605
	Iteration 52Q: 3 clusters Score -2.120265e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
Score: -21202656.000000 Penalty: 5937.745605
	Iteration 53Q: 3 clusters Score -2.120266e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 112609 members 
Entering Unmasked Estep 
Score: -21202658.000000 Penalty: 5937.745605
	Iteration 54Q: 3 clusters Score -2.120266e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 112707 members 
Entering Unmasked Estep 
Score: -21202648.000000 Penalty: 5937.745605
	Iteration 55Q: 3 clusters Score -2.120265e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 112812 members 
Entering Unmasked Estep 
Score: -21202666.000000 Penalty: 5937.745605
	Iteration 56Q: 3 clusters Score -2.120267e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 112933 members 
Entering Unmasked Estep 
Score: -21202618.000000 Penalty: 5937.745605
	Iteration 57Q: 3 clusters Score -2.120262e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 113046 members 
Entering Unmasked Estep 
Score: -21202632.000000 Penalty: 5937.745605
	Iteration 58Q: 3 clusters Score -2.120263e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -21202638.000000 Penalty: 5937.745605
	Iteration 59Q: 3 clusters Score -2.120264e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 113273 members 
Entering Unmasked Estep 
Score: -21202668.000000 Penalty: 5937.745605
	Iteration 60F: 3 clusters Score -2.120267e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 113381 members 
Entering Unmasked Estep 
Score: -21202652.000000 Penalty: 5937.745605
	Iteration 61Q: 3 clusters Score -2.120265e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -21202648.000000 Penalty: 5937.745605
	Iteration 62Q: 3 clusters Score -2.120265e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 113592 members 
Entering Unmasked Estep 
Score: -21202656.000000 Penalty: 5937.745605
	Iteration 63Q: 3 clusters Score -2.120266e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 113699 members 
Entering Unmasked Estep 
Score: -21202648.000000 Penalty: 5937.745605
	Iteration 64Q: 3 clusters Score -2.120265e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -21202654.000000 Penalty: 5937.745605
	Iteration 65Q: 3 clusters Score -2.120265e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 113892 members 
Entering Unmasked Estep 
Score: -21202612.000000 Penalty: 5937.745605
	Iteration 66Q: 3 clusters Score -2.120261e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
Score: -21202630.000000 Penalty: 5937.745605
	Iteration 67Q: 3 clusters Score -2.120263e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 114065 members 
Entering Unmasked Estep 
Score: -21202640.000000 Penalty: 5937.745605
	Iteration 68Q: 3 clusters Score -2.120264e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 114140 members 
Entering Unmasked Estep 
Score: -21202650.000000 Penalty: 5937.745605
	Iteration 69Q: 3 clusters Score -2.120265e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 114217 members 
Entering Unmasked Estep 
Score: -21202614.000000 Penalty: 5937.745605
	Iteration 70Q: 3 clusters Score -2.120261e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 114298 members 
Entering Unmasked Estep 
Score: -21202604.000000 Penalty: 5937.745605
	Iteration 71Q: 3 clusters Score -2.12026e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 114359 members 
Entering Unmasked Estep 
Score: -21202622.000000 Penalty: 5937.745605
	Iteration 72Q: 3 clusters Score -2.120262e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -21202610.000000 Penalty: 5937.745605
	Iteration 73Q: 3 clusters Score -2.120261e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 114490 members 
Entering Unmasked Estep 
Score: -21202612.000000 Penalty: 5937.745605
	Iteration 74Q: 3 clusters Score -2.120261e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 114549 members 
Entering Unmasked Estep 
Score: -21202600.000000 Penalty: 5937.745605
	Iteration 75Q: 3 clusters Score -2.12026e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 114611 members 
Entering Unmasked Estep 
Score: -21202576.000000 Penalty: 5937.745605
	Iteration 76Q: 3 clusters Score -2.120258e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 114670 members 
Entering Unmasked Estep 
Score: -21202560.000000 Penalty: 5937.745605
	Iteration 77Q: 3 clusters Score -2.120256e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -21202572.000000 Penalty: 5937.745605
	Iteration 78Q: 3 clusters Score -2.120257e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -21202550.000000 Penalty: 5937.745605
	Iteration 79Q: 3 clusters Score -2.120255e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 114834 members 
Entering Unmasked Estep 
Score: -21202542.000000 Penalty: 5937.745605
	Iteration 80F: 3 clusters Score -2.120254e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 114893 members 
Entering Unmasked Estep 
Score: -21202540.000000 Penalty: 5937.745605
	Iteration 81Q: 3 clusters Score -2.120254e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 114959 members 
Entering Unmasked Estep 
Score: -21202556.000000 Penalty: 5937.745605
	Iteration 82Q: 3 clusters Score -2.120256e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 115016 members 
Entering Unmasked Estep 
Score: -21202526.000000 Penalty: 5937.745605
	Iteration 83Q: 3 clusters Score -2.120253e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 115081 members 
Entering Unmasked Estep 
Score: -21202524.000000 Penalty: 5937.745605
	Iteration 84Q: 3 clusters Score -2.120252e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 115136 members 
Entering Unmasked Estep 
Score: -21202492.000000 Penalty: 5937.745605
	Iteration 85Q: 3 clusters Score -2.120249e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 115181 members 
Entering Unmasked Estep 
Score: -21202522.000000 Penalty: 5937.745605
	Iteration 86Q: 3 clusters Score -2.120252e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 115227 members 
Entering Unmasked Estep 
Score: -21202522.000000 Penalty: 5937.745605
	Iteration 87Q: 3 clusters Score -2.120252e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 115275 members 
Entering Unmasked Estep 
Score: -21202522.000000 Penalty: 5937.745605
	Iteration 88Q: 3 clusters Score -2.120252e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -21202488.000000 Penalty: 5937.745605
	Iteration 89Q: 3 clusters Score -2.120249e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 115376 members 
Entering Unmasked Estep 
Score: -21202516.000000 Penalty: 5937.745605
	Iteration 90Q: 3 clusters Score -2.120252e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -21202490.000000 Penalty: 5937.745605
	Iteration 91Q: 3 clusters Score -2.120249e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -21202500.000000 Penalty: 5937.745605
	Iteration 92Q: 3 clusters Score -2.12025e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -21202514.000000 Penalty: 5937.745605
	Iteration 93Q: 3 clusters Score -2.120251e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 115581 members 
Entering Unmasked Estep 
Score: -21202516.000000 Penalty: 5937.745605
	Iteration 94Q: 3 clusters Score -2.120252e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -21202522.000000 Penalty: 5937.745605
	Iteration 95Q: 3 clusters Score -2.120252e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -21202528.000000 Penalty: 5937.745605
	Iteration 96Q: 3 clusters Score -2.120253e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 97Q: 3 clusters Score -2.120256e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 115769 members 
Entering Unmasked Estep 
Score: -21202586.000000 Penalty: 5937.745605
	Iteration 98Q: 3 clusters Score -2.120259e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
Score: -21202586.000000 Penalty: 5937.745605
	Iteration 99Q: 3 clusters Score -2.120259e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 115889 members 
Entering Unmasked Estep 
Score: -21202594.000000 Penalty: 5937.745605
	Iteration 100F: 3 clusters Score -2.120259e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 115949 members 
Entering Unmasked Estep 
Score: -21202622.000000 Penalty: 5937.745605
	Iteration 101Q: 3 clusters Score -2.120262e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 116027 members 
Entering Unmasked Estep 
Score: -21202642.000000 Penalty: 5937.745605
	Iteration 102Q: 3 clusters Score -2.120264e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 116115 members 
Entering Unmasked Estep 
Score: -21202608.000000 Penalty: 5937.745605
	Iteration 103Q: 3 clusters Score -2.120261e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 116210 members 
Entering Unmasked Estep 
Score: -21202602.000000 Penalty: 5937.745605
	Iteration 104Q: 3 clusters Score -2.12026e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 116297 members 
Entering Unmasked Estep 
Score: -21202618.000000 Penalty: 5937.745605
	Iteration 105Q: 3 clusters Score -2.120262e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 116358 members 
Entering Unmasked Estep 
Score: -21202616.000000 Penalty: 5937.745605
	Iteration 106Q: 3 clusters Score -2.120262e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -21202600.000000 Penalty: 5937.745605
	Iteration 107Q: 3 clusters Score -2.12026e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 116446 members 
Entering Unmasked Estep 
Score: -21202596.000000 Penalty: 5937.745605
	Iteration 108Q: 3 clusters Score -2.12026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 116476 members 
Entering Unmasked Estep 
Score: -21202596.000000 Penalty: 5937.745605
	Iteration 109Q: 3 clusters Score -2.12026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 116504 members 
Entering Unmasked Estep 
Score: -21202582.000000 Penalty: 5937.745605
	Iteration 110Q: 3 clusters Score -2.120258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 116525 members 
Entering Unmasked Estep 
Score: -21202580.000000 Penalty: 5937.745605
	Iteration 111Q: 3 clusters Score -2.120258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 116555 members 
Entering Unmasked Estep 
Score: -21202602.000000 Penalty: 5937.745605
	Iteration 112Q: 3 clusters Score -2.12026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 116579 members 
Entering Unmasked Estep 
Score: -21202612.000000 Penalty: 5937.745605
	Iteration 113Q: 3 clusters Score -2.120261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 116601 members 
Entering Unmasked Estep 
Score: -21202584.000000 Penalty: 5937.745605
	Iteration 114Q: 3 clusters Score -2.120258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 116619 members 
Entering Unmasked Estep 
Score: -21202576.000000 Penalty: 5937.745605
	Iteration 115Q: 3 clusters Score -2.120258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 116636 members 
Entering Unmasked Estep 
Score: -21202582.000000 Penalty: 5937.745605
	Iteration 116Q: 3 clusters Score -2.120258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -21202564.000000 Penalty: 5937.745605
	Iteration 117Q: 3 clusters Score -2.120256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 116650 members 
Entering Unmasked Estep 
Score: -21202570.000000 Penalty: 5937.745605
	Iteration 118Q: 3 clusters Score -2.120257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 116657 members 
Entering Unmasked Estep 
Score: -21202562.000000 Penalty: 5937.745605
	Iteration 119Q: 3 clusters Score -2.120256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 116660 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 120F: 3 clusters Score -2.120256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 116662 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 121Q: 3 clusters Score -2.120256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 116666 members 
Entering Unmasked Estep 
Score: -21202552.000000 Penalty: 5937.745605
	Iteration 122Q: 3 clusters Score -2.120255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 116671 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 123Q: 3 clusters Score -2.120256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 116675 members 
Entering Unmasked Estep 
Score: -21202564.000000 Penalty: 5937.745605
	Iteration 124Q: 3 clusters Score -2.120256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 125Q: 3 clusters Score -2.120256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -21202560.000000 Penalty: 5937.745605
	Iteration 126Q: 3 clusters Score -2.120256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 116684 members 
Entering Unmasked Estep 
Score: -21202566.000000 Penalty: 5937.745605
	Iteration 127Q: 3 clusters Score -2.120257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 116688 members 
Entering Unmasked Estep 
Score: -21202566.000000 Penalty: 5937.745605
	Iteration 128Q: 3 clusters Score -2.120257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 116694 members 
Entering Unmasked Estep 
Score: -21202584.000000 Penalty: 5937.745605
	Iteration 129Q: 3 clusters Score -2.120258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 116702 members 
Entering Unmasked Estep 
Score: -21202578.000000 Penalty: 5937.745605
	Iteration 130Q: 3 clusters Score -2.120258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 116716 members 
Entering Unmasked Estep 
Score: -21202570.000000 Penalty: 5937.745605
	Iteration 131Q: 3 clusters Score -2.120257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 116730 members 
Entering Unmasked Estep 
Score: -21202570.000000 Penalty: 5937.745605
	Iteration 132Q: 3 clusters Score -2.120257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 116747 members 
Entering Unmasked Estep 
Score: -21202566.000000 Penalty: 5937.745605
	Iteration 133Q: 3 clusters Score -2.120257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 116761 members 
Entering Unmasked Estep 
Score: -21202560.000000 Penalty: 5937.745605
	Iteration 134Q: 3 clusters Score -2.120256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -21202560.000000 Penalty: 5937.745605
	Iteration 135Q: 3 clusters Score -2.120256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 116782 members 
Entering Unmasked Estep 
Score: -21202554.000000 Penalty: 5937.745605
	Iteration 136Q: 3 clusters Score -2.120255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 116796 members 
Entering Unmasked Estep 
Score: -21202538.000000 Penalty: 5937.745605
	Iteration 137Q: 3 clusters Score -2.120254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 116820 members 
Entering Unmasked Estep 
Score: -21202536.000000 Penalty: 5937.745605
	Iteration 138Q: 3 clusters Score -2.120254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 116835 members 
Entering Unmasked Estep 
Score: -21202534.000000 Penalty: 5937.745605
	Iteration 139Q: 3 clusters Score -2.120253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 116848 members 
Entering Unmasked Estep 
Score: -21202522.000000 Penalty: 5937.745605
	Iteration 140F: 3 clusters Score -2.120252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 116862 members 
Entering Unmasked Estep 
Score: -21202534.000000 Penalty: 5937.745605
	Iteration 141Q: 3 clusters Score -2.120253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 116880 members 
Entering Unmasked Estep 
Score: -21202538.000000 Penalty: 5937.745605
	Iteration 142Q: 3 clusters Score -2.120254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 116891 members 
Entering Unmasked Estep 
Score: -21202550.000000 Penalty: 5937.745605
	Iteration 143Q: 3 clusters Score -2.120255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -21202538.000000 Penalty: 5937.745605
	Iteration 144Q: 3 clusters Score -2.120254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 116916 members 
Entering Unmasked Estep 
Score: -21202546.000000 Penalty: 5937.745605
	Iteration 145Q: 3 clusters Score -2.120255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 116926 members 
Entering Unmasked Estep 
Score: -21202536.000000 Penalty: 5937.745605
	Iteration 146Q: 3 clusters Score -2.120254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 116935 members 
Entering Unmasked Estep 
Score: -21202538.000000 Penalty: 5937.745605
	Iteration 147Q: 3 clusters Score -2.120254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 116945 members 
Entering Unmasked Estep 
Score: -21202546.000000 Penalty: 5937.745605
	Iteration 148Q: 3 clusters Score -2.120255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 116956 members 
Entering Unmasked Estep 
Score: -21202542.000000 Penalty: 5937.745605
	Iteration 149Q: 3 clusters Score -2.120254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 116965 members 
Entering Unmasked Estep 
Score: -21202546.000000 Penalty: 5937.745605
	Iteration 150Q: 3 clusters Score -2.120255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 116974 members 
Entering Unmasked Estep 
Score: -21202544.000000 Penalty: 5937.745605
	Iteration 151Q: 3 clusters Score -2.120254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 116984 members 
Entering Unmasked Estep 
Score: -21202538.000000 Penalty: 5937.745605
	Iteration 152Q: 3 clusters Score -2.120254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -21202532.000000 Penalty: 5937.745605
	Iteration 153Q: 3 clusters Score -2.120253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 117018 members 
Entering Unmasked Estep 
Score: -21202536.000000 Penalty: 5937.745605
	Iteration 154Q: 3 clusters Score -2.120254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 117036 members 
Entering Unmasked Estep 
Score: -21202550.000000 Penalty: 5937.745605
	Iteration 155Q: 3 clusters Score -2.120255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 117057 members 
Entering Unmasked Estep 
Score: -21202538.000000 Penalty: 5937.745605
	Iteration 156Q: 3 clusters Score -2.120254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 117076 members 
Entering Unmasked Estep 
Score: -21202546.000000 Penalty: 5937.745605
	Iteration 157Q: 3 clusters Score -2.120255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -21202550.000000 Penalty: 5937.745605
	Iteration 158Q: 3 clusters Score -2.120255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 117123 members 
Entering Unmasked Estep 
Score: -21202532.000000 Penalty: 5937.745605
	Iteration 159Q: 3 clusters Score -2.120253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 117146 members 
Entering Unmasked Estep 
Score: -21202522.000000 Penalty: 5937.745605
	Iteration 160F: 3 clusters Score -2.120252e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -21202512.000000 Penalty: 5937.745605
	Iteration 161Q: 3 clusters Score -2.120251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 117206 members 
Entering Unmasked Estep 
Score: -21202522.000000 Penalty: 5937.745605
	Iteration 162Q: 3 clusters Score -2.120252e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -21202514.000000 Penalty: 5937.745605
	Iteration 163Q: 3 clusters Score -2.120251e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -21202508.000000 Penalty: 5937.745605
	Iteration 164Q: 3 clusters Score -2.120251e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -21202514.000000 Penalty: 5937.745605
	Iteration 165Q: 3 clusters Score -2.120251e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 117338 members 
Entering Unmasked Estep 
Score: -21202518.000000 Penalty: 5937.745605
	Iteration 166Q: 3 clusters Score -2.120252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 117366 members 
Entering Unmasked Estep 
Score: -21202522.000000 Penalty: 5937.745605
	Iteration 167Q: 3 clusters Score -2.120252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -21202510.000000 Penalty: 5937.745605
	Iteration 168Q: 3 clusters Score -2.120251e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 117435 members 
Entering Unmasked Estep 
Score: -21202536.000000 Penalty: 5937.745605
	Iteration 169Q: 3 clusters Score -2.120254e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 117466 members 
Entering Unmasked Estep 
Score: -21202520.000000 Penalty: 5937.745605
	Iteration 170Q: 3 clusters Score -2.120252e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 117502 members 
Entering Unmasked Estep 
Score: -21202520.000000 Penalty: 5937.745605
	Iteration 171Q: 3 clusters Score -2.120252e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 117533 members 
Entering Unmasked Estep 
Score: -21202536.000000 Penalty: 5937.745605
	Iteration 172Q: 3 clusters Score -2.120254e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 117576 members 
Entering Unmasked Estep 
Score: -21202512.000000 Penalty: 5937.745605
	Iteration 173Q: 3 clusters Score -2.120251e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 117605 members 
Entering Unmasked Estep 
Score: -21202546.000000 Penalty: 5937.745605
	Iteration 174Q: 3 clusters Score -2.120255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 117628 members 
Entering Unmasked Estep 
Score: -21202534.000000 Penalty: 5937.745605
	Iteration 175Q: 3 clusters Score -2.120253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 117654 members 
Entering Unmasked Estep 
Score: -21202546.000000 Penalty: 5937.745605
	Iteration 176Q: 3 clusters Score -2.120255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 117680 members 
Entering Unmasked Estep 
Score: -21202530.000000 Penalty: 5937.745605
	Iteration 177Q: 3 clusters Score -2.120253e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 117714 members 
Entering Unmasked Estep 
Score: -21202536.000000 Penalty: 5937.745605
	Iteration 178Q: 3 clusters Score -2.120254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 117742 members 
Entering Unmasked Estep 
Score: -21202516.000000 Penalty: 5937.745605
	Iteration 179Q: 3 clusters Score -2.120252e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 117773 members 
Entering Unmasked Estep 
Score: -21202532.000000 Penalty: 5937.745605
	Iteration 180F: 3 clusters Score -2.120253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 117799 members 
Entering Unmasked Estep 
Score: -21202542.000000 Penalty: 5937.745605
	Iteration 181Q: 3 clusters Score -2.120254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 117824 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 182Q: 3 clusters Score -2.120256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 117844 members 
Entering Unmasked Estep 
Score: -21202570.000000 Penalty: 5937.745605
	Iteration 183Q: 3 clusters Score -2.120257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 117861 members 
Entering Unmasked Estep 
Score: -21202562.000000 Penalty: 5937.745605
	Iteration 184Q: 3 clusters Score -2.120256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 117880 members 
Entering Unmasked Estep 
Score: -21202574.000000 Penalty: 5937.745605
	Iteration 185Q: 3 clusters Score -2.120257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 117902 members 
Entering Unmasked Estep 
Score: -21202584.000000 Penalty: 5937.745605
	Iteration 186Q: 3 clusters Score -2.120258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 117921 members 
Entering Unmasked Estep 
Score: -21202584.000000 Penalty: 5937.745605
	Iteration 187Q: 3 clusters Score -2.120258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 117936 members 
Entering Unmasked Estep 
Score: -21202580.000000 Penalty: 5937.745605
	Iteration 188Q: 3 clusters Score -2.120258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -21202564.000000 Penalty: 5937.745605
	Iteration 189Q: 3 clusters Score -2.120256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 117973 members 
Entering Unmasked Estep 
Score: -21202564.000000 Penalty: 5937.745605
	Iteration 190Q: 3 clusters Score -2.120256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 117997 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 191Q: 3 clusters Score -2.120256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 118026 members 
Entering Unmasked Estep 
Score: -21202572.000000 Penalty: 5937.745605
	Iteration 192Q: 3 clusters Score -2.120257e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 118049 members 
Entering Unmasked Estep 
Score: -21202556.000000 Penalty: 5937.745605
	Iteration 193Q: 3 clusters Score -2.120256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 118066 members 
Entering Unmasked Estep 
Score: -21202562.000000 Penalty: 5937.745605
	Iteration 194Q: 3 clusters Score -2.120256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 118077 members 
Entering Unmasked Estep 
Score: -21202566.000000 Penalty: 5937.745605
	Iteration 195Q: 3 clusters Score -2.120257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 118087 members 
Entering Unmasked Estep 
Score: -21202552.000000 Penalty: 5937.745605
	Iteration 196Q: 3 clusters Score -2.120255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -21202548.000000 Penalty: 5937.745605
	Iteration 197Q: 3 clusters Score -2.120255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 118095 members 
Entering Unmasked Estep 
Score: -21202540.000000 Penalty: 5937.745605
	Iteration 198Q: 3 clusters Score -2.120254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 118099 members 
Entering Unmasked Estep 
Score: -21202546.000000 Penalty: 5937.745605
	Iteration 199Q: 3 clusters Score -2.120255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 118100 members 
Entering Unmasked Estep 
Score: -21202552.000000 Penalty: 5937.745605
	Iteration 200F: 3 clusters Score -2.120255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 118101 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 201Q: 3 clusters Score -2.120256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 118102 members 
Entering Unmasked Estep 
Score: -21202548.000000 Penalty: 5937.745605
	Iteration 202Q: 3 clusters Score -2.120255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 118103 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 203Q: 3 clusters Score -2.120256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 118105 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 204Q: 3 clusters Score -2.120256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 118109 members 
Entering Unmasked Estep 
Score: -21202552.000000 Penalty: 5937.745605
	Iteration 205Q: 3 clusters Score -2.120255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 118114 members 
Entering Unmasked Estep 
Score: -21202560.000000 Penalty: 5937.745605
	Iteration 206Q: 3 clusters Score -2.120256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 118118 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 207Q: 3 clusters Score -2.120256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 118123 members 
Entering Unmasked Estep 
Score: -21202556.000000 Penalty: 5937.745605
	Iteration 208Q: 3 clusters Score -2.120256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -21202560.000000 Penalty: 5937.745605
	Iteration 209Q: 3 clusters Score -2.120256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 118129 members 
Entering Unmasked Estep 
Score: -21202552.000000 Penalty: 5937.745605
	Iteration 210Q: 3 clusters Score -2.120255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 118132 members 
Entering Unmasked Estep 
Score: -21202566.000000 Penalty: 5937.745605
	Iteration 211Q: 3 clusters Score -2.120257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 118134 members 
Entering Unmasked Estep 
Score: -21202564.000000 Penalty: 5937.745605
	Iteration 212Q: 3 clusters Score -2.120256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 118137 members 
Entering Unmasked Estep 
Score: -21202564.000000 Penalty: 5937.745605
	Iteration 213Q: 3 clusters Score -2.120256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 118139 members 
Entering Unmasked Estep 
Score: -21202562.000000 Penalty: 5937.745605
	Iteration 214Q: 3 clusters Score -2.120256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 118142 members 
Entering Unmasked Estep 
Score: -21202566.000000 Penalty: 5937.745605
	Iteration 215Q: 3 clusters Score -2.120257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 118145 members 
Entering Unmasked Estep 
Score: -21202560.000000 Penalty: 5937.745605
	Iteration 216Q: 3 clusters Score -2.120256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 118148 members 
Entering Unmasked Estep 
Score: -21202560.000000 Penalty: 5937.745605
	Iteration 217Q: 3 clusters Score -2.120256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 118151 members 
Entering Unmasked Estep 
Score: -21202552.000000 Penalty: 5937.745605
	Iteration 218Q: 3 clusters Score -2.120255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 118153 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5937.745605
	Iteration 219Q: 3 clusters Score -2.120256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 118155 members 
Entering Unmasked Estep 
Score: -21202566.000000 Penalty: 5937.745605
	Iteration 220F: 3 clusters Score -2.120257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 118156 members 
Entering Unmasked Estep 
Score: -21202556.000000 Penalty: 5937.745605
	Iteration 221Q: 3 clusters Score -2.120256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 118157 members 
Entering Unmasked Estep 
Score: -21202564.000000 Penalty: 5937.745605
	Iteration 222Q: 3 clusters Score -2.120256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 118158 members 
Entering Unmasked Estep 
Score: -21202562.000000 Penalty: 5937.745605
	Iteration 223Q: 3 clusters Score -2.120256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -21202556.000000 Penalty: 5937.745605
	Iteration 224Q: 3 clusters Score -2.120256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -21202556.000000 Penalty: 5937.745605
	Iteration 225F: 3 clusters Score -2.120256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -141460.156250 Penalty: 1733.355103
	Iteration 0F: 2 clusters Score -141460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -139474.531250 Penalty: 3466.710205
	Iteration 0F: 3 clusters Score -139474.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -139740.203125 Penalty: 3466.710205
	Iteration 1F: 3 clusters Score -139740.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139809.671875 Penalty: 3466.710205
	Iteration 2F: 3 clusters Score -139809.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -139845.921875 Penalty: 3466.710205
	Iteration 3Q: 3 clusters Score -139845.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139863.656250 Penalty: 3466.710205
	Iteration 4Q: 3 clusters Score -139863.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -139876.984375 Penalty: 3466.710205
	Iteration 5Q: 3 clusters Score -139877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139884.125000 Penalty: 3466.710205
	Iteration 6Q: 3 clusters Score -139884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -139891.625000 Penalty: 3466.710205
	Iteration 7Q: 3 clusters Score -139891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -139896.593750 Penalty: 3466.710205
	Iteration 8Q: 3 clusters Score -139896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -139898.812500 Penalty: 3466.710205
	Iteration 9Q: 3 clusters Score -139898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -139900.546875 Penalty: 3466.710205
	Iteration 10Q: 3 clusters Score -139900.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -139900.546875 Penalty: 3466.710205
	Iteration 11F: 3 clusters Score -139900.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (168759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Entering Unmasked Estep 
Score: -22645778.000000 Penalty: 2984.984375
	Iteration 0F: 2 clusters Score -2.264578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -22534012.000000 Penalty: 5969.968750
	Iteration 0F: 3 clusters Score -2.253401e+07 nChanged 81084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -22581702.000000 Penalty: 5969.968750
	Iteration 1F: 3 clusters Score -2.25817e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -22582772.000000 Penalty: 5969.968750
	Iteration 2Q: 3 clusters Score -2.258277e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 88251 members 
Entering Unmasked Estep 
Score: -22584036.000000 Penalty: 5969.968750
	Iteration 3Q: 3 clusters Score -2.258404e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78348 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -22585572.000000 Penalty: 5969.968750
	Iteration 4Q: 3 clusters Score -2.258557e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -22587502.000000 Penalty: 5969.968750
	Iteration 5Q: 3 clusters Score -2.25875e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -22590610.000000 Penalty: 5969.968750
	Iteration 6Q: 3 clusters Score -2.259061e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 104209 members 
Entering Unmasked Estep 
Score: -22595056.000000 Penalty: 5969.968750
	Iteration 7F: 3 clusters Score -2.259506e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 111946 members 
Entering Unmasked Estep 
Score: -22601392.000000 Penalty: 5969.968750
	Iteration 8F: 3 clusters Score -2.260139e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 120397 members 
Entering Unmasked Estep 
Score: -22609136.000000 Penalty: 5969.968750
	Iteration 9F: 3 clusters Score -2.260914e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 128431 members 
Entering Unmasked Estep 
Score: -22616822.000000 Penalty: 5969.968750
	Iteration 10F: 3 clusters Score -2.261682e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 134823 members 
Entering Unmasked Estep 
Score: -22622986.000000 Penalty: 5969.968750
	Iteration 11Q: 3 clusters Score -2.262299e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 139550 members 
Entering Unmasked Estep 
Score: -22626806.000000 Penalty: 5969.968750
	Iteration 12Q: 3 clusters Score -2.262681e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 143435 members 
Entering Unmasked Estep 
Score: -22629380.000000 Penalty: 5969.968750
	Iteration 13Q: 3 clusters Score -2.262938e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 146972 members 
Entering Unmasked Estep 
Score: -22631444.000000 Penalty: 5969.968750
	Iteration 14Q: 3 clusters Score -2.263144e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 150278 members 
Entering Unmasked Estep 
Score: -22633368.000000 Penalty: 5969.968750
	Iteration 15Q: 3 clusters Score -2.263337e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 153448 members 
Entering Unmasked Estep 
Score: -22634968.000000 Penalty: 5969.968750
	Iteration 16Q: 3 clusters Score -2.263497e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 156429 members 
Entering Unmasked Estep 
Score: -22636634.000000 Penalty: 5969.968750
	Iteration 17Q: 3 clusters Score -2.263663e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 159129 members 
Entering Unmasked Estep 
Score: -22638278.000000 Penalty: 5969.968750
	Iteration 18Q: 3 clusters Score -2.263828e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 161491 members 
Entering Unmasked Estep 
Score: -22639584.000000 Penalty: 5969.968750
	Iteration 19Q: 3 clusters Score -2.263958e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 163383 members 
Entering Unmasked Estep 
Score: -22640590.000000 Penalty: 5969.968750
	Iteration 20F: 3 clusters Score -2.264059e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 164825 members 
Entering Unmasked Estep 
Score: -22641290.000000 Penalty: 5969.968750
	Iteration 21Q: 3 clusters Score -2.264129e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 165871 members 
Entering Unmasked Estep 
Score: -22641766.000000 Penalty: 5969.968750
	Iteration 22Q: 3 clusters Score -2.264177e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 166656 members 
Entering Unmasked Estep 
Score: -22642164.000000 Penalty: 5969.968750
	Iteration 23Q: 3 clusters Score -2.264216e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -22642512.000000 Penalty: 5969.968750
	Iteration 24Q: 3 clusters Score -2.264251e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 167566 members 
Entering Unmasked Estep 
Score: -22642710.000000 Penalty: 5969.968750
	Iteration 25Q: 3 clusters Score -2.264271e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 167784 members 
Entering Unmasked Estep 
Score: -22642838.000000 Penalty: 5969.968750
	Iteration 26Q: 3 clusters Score -2.264284e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 167934 members 
Entering Unmasked Estep 
Score: -22642966.000000 Penalty: 5969.968750
	Iteration 27Q: 3 clusters Score -2.264297e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 168049 members 
Entering Unmasked Estep 
Score: -22643028.000000 Penalty: 5969.968750
	Iteration 28Q: 3 clusters Score -2.264303e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 168108 members 
Entering Unmasked Estep 
Score: -22643072.000000 Penalty: 5969.968750
	Iteration 29Q: 3 clusters Score -2.264307e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 168152 members 
Entering Unmasked Estep 
Score: -22643116.000000 Penalty: 5969.968750
	Iteration 30Q: 3 clusters Score -2.264312e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 168181 members 
Entering Unmasked Estep 
Score: -22643142.000000 Penalty: 5969.968750
	Iteration 31Q: 3 clusters Score -2.264314e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 168214 members 
Entering Unmasked Estep 
Score: -22643156.000000 Penalty: 5969.968750
	Iteration 32Q: 3 clusters Score -2.264316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 168237 members 
Entering Unmasked Estep 
Score: -22643160.000000 Penalty: 5969.968750
	Iteration 33Q: 3 clusters Score -2.264316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 168249 members 
Entering Unmasked Estep 
Score: -22643196.000000 Penalty: 5969.968750
	Iteration 34Q: 3 clusters Score -2.26432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 168268 members 
Entering Unmasked Estep 
Score: -22643206.000000 Penalty: 5969.968750
	Iteration 35Q: 3 clusters Score -2.264321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 168280 members 
Entering Unmasked Estep 
Score: -22643222.000000 Penalty: 5969.968750
	Iteration 36Q: 3 clusters Score -2.264322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 168287 members 
Entering Unmasked Estep 
Score: -22643224.000000 Penalty: 5969.968750
	Iteration 37Q: 3 clusters Score -2.264322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 168286 members 
Entering Unmasked Estep 
Score: -22643232.000000 Penalty: 5969.968750
	Iteration 38Q: 3 clusters Score -2.264323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 168286 members 
Entering Unmasked Estep 
Score: -22643232.000000 Penalty: 5969.968750
	Iteration 39F: 3 clusters Score -2.264323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Entering Unmasked Estep 
Score: -8401473.000000 Penalty: 2736.436523
	Iteration 0F: 2 clusters Score -8401473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -8360025.000000 Penalty: 5472.873047
	Iteration 0F: 3 clusters Score -8360025 nChanged 28609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -8375811.000000 Penalty: 5472.873047
	Iteration 1F: 3 clusters Score -8375811 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -8376362.500000 Penalty: 5472.873047
	Iteration 2Q: 3 clusters Score -8376362 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -8376940.000000 Penalty: 5472.873047
	Iteration 3Q: 3 clusters Score -8376940 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -8377604.000000 Penalty: 5472.873047
	Iteration 4Q: 3 clusters Score -8377604 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -8378701.000000 Penalty: 5472.873047
	Iteration 5Q: 3 clusters Score -8378701 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -8380463.000000 Penalty: 5472.873047
	Iteration 6F: 3 clusters Score -8380463 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -8383314.500000 Penalty: 5472.873047
	Iteration 7F: 3 clusters Score -8383314 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -8387539.000000 Penalty: 5472.873047
	Iteration 8F: 3 clusters Score -8387539 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -8392116.000000 Penalty: 5472.873047
	Iteration 9F: 3 clusters Score -8392116 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -8395700.000000 Penalty: 5472.873047
	Iteration 10F: 3 clusters Score -8395700 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -8397669.000000 Penalty: 5472.873047
	Iteration 11Q: 3 clusters Score -8397669 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -8398529.000000 Penalty: 5472.873047
	Iteration 12Q: 3 clusters Score -8398529 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -8398789.000000 Penalty: 5472.873047
	Iteration 13Q: 3 clusters Score -8398789 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -8398900.000000 Penalty: 5472.873047
	Iteration 14Q: 3 clusters Score -8398900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -8398989.000000 Penalty: 5472.873047
	Iteration 15Q: 3 clusters Score -8398989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -8399014.000000 Penalty: 5472.873047
	Iteration 16Q: 3 clusters Score -8399014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -8399023.000000 Penalty: 5472.873047
	Iteration 17Q: 3 clusters Score -8399023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -8399028.000000 Penalty: 5472.873047
	Iteration 18Q: 3 clusters Score -8399028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -8399034.000000 Penalty: 5472.873047
	Iteration 19Q: 3 clusters Score -8399034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 61719 members 
Entering Unmasked Estep 
Score: -8399047.000000 Penalty: 5472.873047
	Iteration 20F: 3 clusters Score -8399047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Entering Unmasked Estep 
Score: -901005.437500 Penalty: 2200.376709
	Iteration 0F: 2 clusters Score -901005.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -895138.687500 Penalty: 4400.753418
	Iteration 0F: 3 clusters Score -895138.7 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -896992.375000 Penalty: 4400.753418
	Iteration 1F: 3 clusters Score -896992.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -897666.187500 Penalty: 4400.753418
	Iteration 2F: 3 clusters Score -897666.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -898280.875000 Penalty: 4400.753418
	Iteration 3F: 3 clusters Score -898280.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -898756.375000 Penalty: 4400.753418
	Iteration 4F: 3 clusters Score -898756.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -899110.250000 Penalty: 4400.753418
	Iteration 5F: 3 clusters Score -899110.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -899371.062500 Penalty: 4400.753418
	Iteration 6F: 3 clusters Score -899371.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -899564.812500 Penalty: 4400.753418
	Iteration 7Q: 3 clusters Score -899564.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -899760.625000 Penalty: 4400.753418
	Iteration 8Q: 3 clusters Score -899760.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -900003.937500 Penalty: 4400.753418
	Iteration 9Q: 3 clusters Score -900003.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -900194.000000 Penalty: 4400.753418
	Iteration 10Q: 3 clusters Score -900194 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -900300.312500 Penalty: 4400.753418
	Iteration 11Q: 3 clusters Score -900300.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -900378.687500 Penalty: 4400.753418
	Iteration 12Q: 3 clusters Score -900378.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -900442.375000 Penalty: 4400.753418
	Iteration 13Q: 3 clusters Score -900442.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -900486.437500 Penalty: 4400.753418
	Iteration 14Q: 3 clusters Score -900486.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -900525.375000 Penalty: 4400.753418
	Iteration 15Q: 3 clusters Score -900525.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -900557.937500 Penalty: 4400.753418
	Iteration 16Q: 3 clusters Score -900557.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -900584.187500 Penalty: 4400.753418
	Iteration 17Q: 3 clusters Score -900584.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -900607.875000 Penalty: 4400.753418
	Iteration 18Q: 3 clusters Score -900607.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -900631.312500 Penalty: 4400.753418
	Iteration 19Q: 3 clusters Score -900631.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -900649.500000 Penalty: 4400.753418
	Iteration 20F: 3 clusters Score -900649.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -900662.187500 Penalty: 4400.753418
	Iteration 21Q: 3 clusters Score -900662.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -900677.562500 Penalty: 4400.753418
	Iteration 22Q: 3 clusters Score -900677.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -900687.500000 Penalty: 4400.753418
	Iteration 23Q: 3 clusters Score -900687.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -900696.375000 Penalty: 4400.753418
	Iteration 24Q: 3 clusters Score -900696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -900699.500000 Penalty: 4400.753418
	Iteration 25Q: 3 clusters Score -900699.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -900701.812500 Penalty: 4400.753418
	Iteration 26Q: 3 clusters Score -900701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -900700.687500 Penalty: 4400.753418
	Iteration 27Q: 3 clusters Score -900700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -900701.000000 Penalty: 4400.753418
	Iteration 28Q: 3 clusters Score -900701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -900701.000000 Penalty: 4400.753418
	Iteration 29F: 3 clusters Score -900701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (188770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188770 members 
Entering Unmasked Estep 
Score: -25227834.000000 Penalty: 3012.774658
	Iteration 0F: 2 clusters Score -2.522783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
Score: -25106084.000000 Penalty: 6025.549316
	Iteration 0F: 3 clusters Score -2.510608e+07 nChanged 90731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95731 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -25159212.000000 Penalty: 6025.549316
	Iteration 1F: 3 clusters Score -2.515921e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96508 members 
Mstep: Class 2 contains 92262 members 
Entering Unmasked Estep 
Score: -25159998.000000 Penalty: 6025.549316
	Iteration 2Q: 3 clusters Score -2.516e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -25160654.000000 Penalty: 6025.549316
	Iteration 3Q: 3 clusters Score -2.516065e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99653 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -25161514.000000 Penalty: 6025.549316
	Iteration 4Q: 3 clusters Score -2.516151e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102534 members 
Mstep: Class 2 contains 86236 members 
Entering Unmasked Estep 
Score: -25162794.000000 Penalty: 6025.549316
	Iteration 5Q: 3 clusters Score -2.516279e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106776 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
Score: -25165048.000000 Penalty: 6025.549316
	Iteration 6Q: 3 clusters Score -2.516505e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112851 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -25168948.000000 Penalty: 6025.549316
	Iteration 7Q: 3 clusters Score -2.516895e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120909 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -25175482.000000 Penalty: 6025.549316
	Iteration 8F: 3 clusters Score -2.517548e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130322 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -25184320.000000 Penalty: 6025.549316
	Iteration 9F: 3 clusters Score -2.518432e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139758 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -25194136.000000 Penalty: 6025.549316
	Iteration 10F: 3 clusters Score -2.519414e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147668 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -25202644.000000 Penalty: 6025.549316
	Iteration 11F: 3 clusters Score -2.520264e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153717 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -25207840.000000 Penalty: 6025.549316
	Iteration 12Q: 3 clusters Score -2.520784e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158687 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -25211066.000000 Penalty: 6025.549316
	Iteration 13Q: 3 clusters Score -2.521107e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163149 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -25213436.000000 Penalty: 6025.549316
	Iteration 14Q: 3 clusters Score -2.521344e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167256 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -25215386.000000 Penalty: 6025.549316
	Iteration 15Q: 3 clusters Score -2.521539e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170991 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -25217438.000000 Penalty: 6025.549316
	Iteration 16Q: 3 clusters Score -2.521744e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174375 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -25219080.000000 Penalty: 6025.549316
	Iteration 17Q: 3 clusters Score -2.521908e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177341 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -25220356.000000 Penalty: 6025.549316
	Iteration 18Q: 3 clusters Score -2.522036e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179928 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -25221628.000000 Penalty: 6025.549316
	Iteration 19Q: 3 clusters Score -2.522163e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181995 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -25222668.000000 Penalty: 6025.549316
	Iteration 20F: 3 clusters Score -2.522267e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183625 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -25223264.000000 Penalty: 6025.549316
	Iteration 21Q: 3 clusters Score -2.522326e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184822 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -25223756.000000 Penalty: 6025.549316
	Iteration 22Q: 3 clusters Score -2.522376e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185713 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -25224212.000000 Penalty: 6025.549316
	Iteration 23Q: 3 clusters Score -2.522421e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186354 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -25224464.000000 Penalty: 6025.549316
	Iteration 24Q: 3 clusters Score -2.522446e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186800 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -25224650.000000 Penalty: 6025.549316
	Iteration 25Q: 3 clusters Score -2.522465e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187112 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -25224798.000000 Penalty: 6025.549316
	Iteration 26Q: 3 clusters Score -2.52248e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187355 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -25224900.000000 Penalty: 6025.549316
	Iteration 27Q: 3 clusters Score -2.52249e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187516 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -25225028.000000 Penalty: 6025.549316
	Iteration 28Q: 3 clusters Score -2.522503e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187629 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -25225124.000000 Penalty: 6025.549316
	Iteration 29Q: 3 clusters Score -2.522512e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187719 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -25225132.000000 Penalty: 6025.549316
	Iteration 30Q: 3 clusters Score -2.522513e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187783 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -25225178.000000 Penalty: 6025.549316
	Iteration 31Q: 3 clusters Score -2.522518e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187838 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -25225216.000000 Penalty: 6025.549316
	Iteration 32Q: 3 clusters Score -2.522522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187886 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -25225206.000000 Penalty: 6025.549316
	Iteration 33Q: 3 clusters Score -2.522521e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187929 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -25225248.000000 Penalty: 6025.549316
	Iteration 34Q: 3 clusters Score -2.522525e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187959 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -25225232.000000 Penalty: 6025.549316
	Iteration 35Q: 3 clusters Score -2.522523e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187984 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -25225286.000000 Penalty: 6025.549316
	Iteration 36Q: 3 clusters Score -2.522529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188004 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -25225286.000000 Penalty: 6025.549316
	Iteration 37Q: 3 clusters Score -2.522529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188023 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -25225292.000000 Penalty: 6025.549316
	Iteration 38Q: 3 clusters Score -2.522529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188039 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -25225298.000000 Penalty: 6025.549316
	Iteration 39Q: 3 clusters Score -2.52253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188050 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -25225302.000000 Penalty: 6025.549316
	Iteration 40F: 3 clusters Score -2.52253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188057 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -25225312.000000 Penalty: 6025.549316
	Iteration 41Q: 3 clusters Score -2.522531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188059 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -25225308.000000 Penalty: 6025.549316
	Iteration 42Q: 3 clusters Score -2.522531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188062 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -25225318.000000 Penalty: 6025.549316
	Iteration 43Q: 3 clusters Score -2.522532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188066 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -25225312.000000 Penalty: 6025.549316
	Iteration 44Q: 3 clusters Score -2.522531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188071 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -25225308.000000 Penalty: 6025.549316
	Iteration 45Q: 3 clusters Score -2.522531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188078 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -25225326.000000 Penalty: 6025.549316
	Iteration 46Q: 3 clusters Score -2.522533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188086 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -25225336.000000 Penalty: 6025.549316
	Iteration 47Q: 3 clusters Score -2.522534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188093 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -25225324.000000 Penalty: 6025.549316
	Iteration 48Q: 3 clusters Score -2.522532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188095 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -25225316.000000 Penalty: 6025.549316
	Iteration 49Q: 3 clusters Score -2.522532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188097 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -25225320.000000 Penalty: 6025.549316
	Iteration 50Q: 3 clusters Score -2.522532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188099 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -25225322.000000 Penalty: 6025.549316
	Iteration 51Q: 3 clusters Score -2.522532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188103 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -25225324.000000 Penalty: 6025.549316
	Iteration 52Q: 3 clusters Score -2.522532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188104 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -25225322.000000 Penalty: 6025.549316
	Iteration 53Q: 3 clusters Score -2.522532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188106 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -25225340.000000 Penalty: 6025.549316
	Iteration 54Q: 3 clusters Score -2.522534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188105 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -25225334.000000 Penalty: 6025.549316
	Iteration 55Q: 3 clusters Score -2.522533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188106 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -25225346.000000 Penalty: 6025.549316
	Iteration 56Q: 3 clusters Score -2.522535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188108 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -25225354.000000 Penalty: 6025.549316
	Iteration 57Q: 3 clusters Score -2.522535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188107 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -25225344.000000 Penalty: 6025.549316
	Iteration 58Q: 3 clusters Score -2.522534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188110 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -25225352.000000 Penalty: 6025.549316
	Iteration 59Q: 3 clusters Score -2.522535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188114 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -25225352.000000 Penalty: 6025.549316
	Iteration 60F: 3 clusters Score -2.522535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188117 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -25225352.000000 Penalty: 6025.549316
	Iteration 61Q: 3 clusters Score -2.522535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188120 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -25225344.000000 Penalty: 6025.549316
	Iteration 62Q: 3 clusters Score -2.522534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188121 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -25225350.000000 Penalty: 6025.549316
	Iteration 63Q: 3 clusters Score -2.522535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188121 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -25225350.000000 Penalty: 6025.549316
	Iteration 64F: 3 clusters Score -2.522535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Entering Unmasked Estep 
Score: -2460444.250000 Penalty: 2437.974121
	Iteration 0F: 2 clusters Score -2460444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2447320.000000 Penalty: 4875.948242
	Iteration 0F: 3 clusters Score -2447320 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2451606.250000 Penalty: 4875.948242
	Iteration 1F: 3 clusters Score -2451606 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2451958.000000 Penalty: 4875.948242
	Iteration 2F: 3 clusters Score -2451958 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2452227.250000 Penalty: 4875.948242
	Iteration 3Q: 3 clusters Score -2452227 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2452464.250000 Penalty: 4875.948242
	Iteration 4Q: 3 clusters Score -2452464 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2452738.750000 Penalty: 4875.948242
	Iteration 5Q: 3 clusters Score -2452739 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2453063.750000 Penalty: 4875.948242
	Iteration 6Q: 3 clusters Score -2453064 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2453458.000000 Penalty: 4875.948242
	Iteration 7Q: 3 clusters Score -2453458 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2453976.000000 Penalty: 4875.948242
	Iteration 8Q: 3 clusters Score -2453976 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2454674.750000 Penalty: 4875.948242
	Iteration 9F: 3 clusters Score -2454675 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2455496.750000 Penalty: 4875.948242
	Iteration 10F: 3 clusters Score -2455497 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2456355.750000 Penalty: 4875.948242
	Iteration 11F: 3 clusters Score -2456356 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2457097.000000 Penalty: 4875.948242
	Iteration 12Q: 3 clusters Score -2457097 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2457525.250000 Penalty: 4875.948242
	Iteration 13Q: 3 clusters Score -2457525 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2457805.250000 Penalty: 4875.948242
	Iteration 14Q: 3 clusters Score -2457805 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2457971.750000 Penalty: 4875.948242
	Iteration 15Q: 3 clusters Score -2457972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2458062.250000 Penalty: 4875.948242
	Iteration 16Q: 3 clusters Score -2458062 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2458120.500000 Penalty: 4875.948242
	Iteration 17Q: 3 clusters Score -2458120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2458158.750000 Penalty: 4875.948242
	Iteration 18Q: 3 clusters Score -2458159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2458180.250000 Penalty: 4875.948242
	Iteration 19Q: 3 clusters Score -2458180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2458206.000000 Penalty: 4875.948242
	Iteration 20F: 3 clusters Score -2458206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2458227.500000 Penalty: 4875.948242
	Iteration 21Q: 3 clusters Score -2458228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2458237.250000 Penalty: 4875.948242
	Iteration 22Q: 3 clusters Score -2458237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2458244.500000 Penalty: 4875.948242
	Iteration 23Q: 3 clusters Score -2458244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2458255.000000 Penalty: 4875.948242
	Iteration 24Q: 3 clusters Score -2458255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2458268.750000 Penalty: 4875.948242
	Iteration 25Q: 3 clusters Score -2458269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2458272.250000 Penalty: 4875.948242
	Iteration 26Q: 3 clusters Score -2458272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2458280.250000 Penalty: 4875.948242
	Iteration 27Q: 3 clusters Score -2458280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2458284.000000 Penalty: 4875.948242
	Iteration 28Q: 3 clusters Score -2458284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2458285.000000 Penalty: 4875.948242
	Iteration 29Q: 3 clusters Score -2458285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2458285.000000 Penalty: 4875.948242
	Iteration 30F: 3 clusters Score -2458285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -359186.093750 Penalty: 1957.883423
	Iteration 0F: 2 clusters Score -359186.1 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 1357 members 
Entering Unmasked Estep 
Score: -356109.531250 Penalty: 3915.766846
	Iteration 0F: 3 clusters Score -356109.5 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -356697.843750 Penalty: 3915.766846
	Iteration 1F: 3 clusters Score -356697.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -356845.187500 Penalty: 3915.766846
	Iteration 2F: 3 clusters Score -356845.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -356927.406250 Penalty: 3915.766846
	Iteration 3Q: 3 clusters Score -356927.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -356979.031250 Penalty: 3915.766846
	Iteration 4Q: 3 clusters Score -356979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -357020.406250 Penalty: 3915.766846
	Iteration 5Q: 3 clusters Score -357020.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -357068.593750 Penalty: 3915.766846
	Iteration 6Q: 3 clusters Score -357068.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -357095.281250 Penalty: 3915.766846
	Iteration 7Q: 3 clusters Score -357095.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -357118.156250 Penalty: 3915.766846
	Iteration 8Q: 3 clusters Score -357118.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -357135.187500 Penalty: 3915.766846
	Iteration 9Q: 3 clusters Score -357135.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -357149.250000 Penalty: 3915.766846
	Iteration 10Q: 3 clusters Score -357149.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -357160.687500 Penalty: 3915.766846
	Iteration 11Q: 3 clusters Score -357160.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -357172.843750 Penalty: 3915.766846
	Iteration 12Q: 3 clusters Score -357172.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -357178.937500 Penalty: 3915.766846
	Iteration 13Q: 3 clusters Score -357178.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -357179.843750 Penalty: 3915.766846
	Iteration 14Q: 3 clusters Score -357179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -357183.437500 Penalty: 3915.766846
	Iteration 15Q: 3 clusters Score -357183.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -357186.250000 Penalty: 3915.766846
	Iteration 16Q: 3 clusters Score -357186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -357188.281250 Penalty: 3915.766846
	Iteration 17Q: 3 clusters Score -357188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -357188.281250 Penalty: 3915.766846
	Iteration 18F: 3 clusters Score -357188.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Entering Unmasked Estep 
Score: -888034.687500 Penalty: 2178.320312
	Iteration 0F: 2 clusters Score -888034.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -882545.875000 Penalty: 4356.640625
	Iteration 0F: 3 clusters Score -882545.9 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -883939.375000 Penalty: 4356.640625
	Iteration 1F: 3 clusters Score -883939.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -884179.812500 Penalty: 4356.640625
	Iteration 2F: 3 clusters Score -884179.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -884359.000000 Penalty: 4356.640625
	Iteration 3F: 3 clusters Score -884359 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -884504.937500 Penalty: 4356.640625
	Iteration 4Q: 3 clusters Score -884504.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -884642.750000 Penalty: 4356.640625
	Iteration 5Q: 3 clusters Score -884642.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -884760.562500 Penalty: 4356.640625
	Iteration 6Q: 3 clusters Score -884760.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -884853.062500 Penalty: 4356.640625
	Iteration 7Q: 3 clusters Score -884853.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -884965.375000 Penalty: 4356.640625
	Iteration 8Q: 3 clusters Score -884965.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -885105.500000 Penalty: 4356.640625
	Iteration 9Q: 3 clusters Score -885105.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -885247.812500 Penalty: 4356.640625
	Iteration 10Q: 3 clusters Score -885247.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -885401.875000 Penalty: 4356.640625
	Iteration 11Q: 3 clusters Score -885401.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -885552.437500 Penalty: 4356.640625
	Iteration 12Q: 3 clusters Score -885552.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -885706.000000 Penalty: 4356.640625
	Iteration 13Q: 3 clusters Score -885706 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -885834.312500 Penalty: 4356.640625
	Iteration 14Q: 3 clusters Score -885834.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -885931.125000 Penalty: 4356.640625
	Iteration 15Q: 3 clusters Score -885931.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -885995.312500 Penalty: 4356.640625
	Iteration 16Q: 3 clusters Score -885995.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -886036.000000 Penalty: 4356.640625
	Iteration 17Q: 3 clusters Score -886036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -886064.437500 Penalty: 4356.640625
	Iteration 18Q: 3 clusters Score -886064.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -886088.625000 Penalty: 4356.640625
	Iteration 19Q: 3 clusters Score -886088.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -886112.125000 Penalty: 4356.640625
	Iteration 20F: 3 clusters Score -886112.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -886129.125000 Penalty: 4356.640625
	Iteration 21Q: 3 clusters Score -886129.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -886139.062500 Penalty: 4356.640625
	Iteration 22Q: 3 clusters Score -886139.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -886144.812500 Penalty: 4356.640625
	Iteration 23Q: 3 clusters Score -886144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -886151.000000 Penalty: 4356.640625
	Iteration 24Q: 3 clusters Score -886151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -886151.375000 Penalty: 4356.640625
	Iteration 25Q: 3 clusters Score -886151.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -886152.187500 Penalty: 4356.640625
	Iteration 26Q: 3 clusters Score -886152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -886153.125000 Penalty: 4356.640625
	Iteration 27Q: 3 clusters Score -886153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -886154.187500 Penalty: 4356.640625
	Iteration 28Q: 3 clusters Score -886154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -886156.062500 Penalty: 4356.640625
	Iteration 29Q: 3 clusters Score -886156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -886156.062500 Penalty: 4356.640625
	Iteration 30F: 3 clusters Score -886156.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -178236.171875 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -178236.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -176058.531250 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -176058.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -176410.937500 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -176410.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -176488.625000 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -176488.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -176528.078125 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -176528.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -176556.375000 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -176556.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -176580.953125 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -176581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -176595.593750 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -176595.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -176604.609375 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -176604.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -176613.093750 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -176613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -176623.093750 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -176623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -176624.671875 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -176624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -176626.406250 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -176626.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -176629.078125 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -176629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -176630.484375 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -176630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -176632.421875 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -176632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -176634.750000 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -176634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -176635.968750 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -176636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -176637.078125 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -176637.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -176637.437500 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -176637.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -176637.437500 Penalty: 3574.730957
	Iteration 19F: 3 clusters Score -176637.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -264883.812500 Penalty: 1882.155273
	Iteration 0F: 2 clusters Score -264883.8 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 1002 members 
Entering Unmasked Estep 
Score: -262262.375000 Penalty: 3764.310547
	Iteration 0F: 3 clusters Score -262262.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -262689.906250 Penalty: 3764.310547
	Iteration 1F: 3 clusters Score -262689.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -262820.718750 Penalty: 3764.310547
	Iteration 2F: 3 clusters Score -262820.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -262906.687500 Penalty: 3764.310547
	Iteration 3Q: 3 clusters Score -262906.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -262969.968750 Penalty: 3764.310547
	Iteration 4Q: 3 clusters Score -262970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -263011.781250 Penalty: 3764.310547
	Iteration 5Q: 3 clusters Score -263011.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -263044.593750 Penalty: 3764.310547
	Iteration 6Q: 3 clusters Score -263044.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -263073.312500 Penalty: 3764.310547
	Iteration 7Q: 3 clusters Score -263073.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -263089.031250 Penalty: 3764.310547
	Iteration 8Q: 3 clusters Score -263089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -263108.468750 Penalty: 3764.310547
	Iteration 9Q: 3 clusters Score -263108.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -263121.750000 Penalty: 3764.310547
	Iteration 10Q: 3 clusters Score -263121.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -263135.687500 Penalty: 3764.310547
	Iteration 11Q: 3 clusters Score -263135.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -263142.687500 Penalty: 3764.310547
	Iteration 12Q: 3 clusters Score -263142.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -263155.187500 Penalty: 3764.310547
	Iteration 13Q: 3 clusters Score -263155.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -263168.218750 Penalty: 3764.310547
	Iteration 14Q: 3 clusters Score -263168.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -263184.343750 Penalty: 3764.310547
	Iteration 15Q: 3 clusters Score -263184.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -263201.562500 Penalty: 3764.310547
	Iteration 16Q: 3 clusters Score -263201.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -263218.531250 Penalty: 3764.310547
	Iteration 17Q: 3 clusters Score -263218.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -263232.906250 Penalty: 3764.310547
	Iteration 18Q: 3 clusters Score -263232.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -263244.187500 Penalty: 3764.310547
	Iteration 19Q: 3 clusters Score -263244.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -263255.843750 Penalty: 3764.310547
	Iteration 20F: 3 clusters Score -263255.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -263265.218750 Penalty: 3764.310547
	Iteration 21Q: 3 clusters Score -263265.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -263275.531250 Penalty: 3764.310547
	Iteration 22Q: 3 clusters Score -263275.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -263283.906250 Penalty: 3764.310547
	Iteration 23Q: 3 clusters Score -263283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -263289.093750 Penalty: 3764.310547
	Iteration 24Q: 3 clusters Score -263289.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -263292.937500 Penalty: 3764.310547
	Iteration 25Q: 3 clusters Score -263292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -263299.437500 Penalty: 3764.310547
	Iteration 26Q: 3 clusters Score -263299.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -263306.875000 Penalty: 3764.310547
	Iteration 27Q: 3 clusters Score -263306.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -263311.468750 Penalty: 3764.310547
	Iteration 28Q: 3 clusters Score -263311.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -263318.781250 Penalty: 3764.310547
	Iteration 29Q: 3 clusters Score -263318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -263324.468750 Penalty: 3764.310547
	Iteration 30Q: 3 clusters Score -263324.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -263329.593750 Penalty: 3764.310547
	Iteration 31Q: 3 clusters Score -263329.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -263336.281250 Penalty: 3764.310547
	Iteration 32Q: 3 clusters Score -263336.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -263345.125000 Penalty: 3764.310547
	Iteration 33Q: 3 clusters Score -263345.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -263353.593750 Penalty: 3764.310547
	Iteration 34Q: 3 clusters Score -263353.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -263356.437500 Penalty: 3764.310547
	Iteration 35Q: 3 clusters Score -263356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -263359.781250 Penalty: 3764.310547
	Iteration 36Q: 3 clusters Score -263359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -263362.031250 Penalty: 3764.310547
	Iteration 37Q: 3 clusters Score -263362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -263365.937500 Penalty: 3764.310547
	Iteration 38Q: 3 clusters Score -263365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -263367.093750 Penalty: 3764.310547
	Iteration 39Q: 3 clusters Score -263367.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -263368.156250 Penalty: 3764.310547
	Iteration 40F: 3 clusters Score -263368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -263369.968750 Penalty: 3764.310547
	Iteration 41Q: 3 clusters Score -263370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -263369.968750 Penalty: 3764.310547
	Iteration 42F: 3 clusters Score -263370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -80012.304688 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -80012.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78481.195312 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -78481.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78900.796875 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -78900.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -79110.023438 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -79110.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79218.914062 Penalty: 3248.626709
	Iteration 3F: 3 clusters Score -79218.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -79347.015625 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -79347.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -79451.507812 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -79451.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -79560.718750 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -79560.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -79606.632812 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -79606.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -79639.703125 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -79639.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -79696.867188 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -79696.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79821.359375 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -79821.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80127.773438 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -80127.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80284.789062 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -80284.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80325.734375 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -80325.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80337.304688 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -80337.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80340.171875 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -80340.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80340.171875 Penalty: 3248.626709
	Iteration 16F: 3 clusters Score -80340.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 158144 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 168759 members 
Mstep: Class 6 contains 61946 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 188770 members 
Mstep: Class 9 contains 18593 members 
Mstep: Class 10 contains 2683 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 1349 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 30925 members 
Mstep: Class 16 contains 174151 members 
Mstep: Class 17 contains 174260 members 
Mstep: Class 18 contains 15383 members 
Mstep: Class 19 contains 3231 members 
Mstep: Class 20 contains 40507 members 
Mstep: Class 21 contains 28006 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 1465 members 
Entering Unmasked Estep 
Score: -144347168.000000 Penalty: 82772.992188
Splitting cluster 14 changes total score from -144348480.000000 to -144347168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (30925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Entering Unmasked Estep 
Score: -4204086.500000 Penalty: 2564.151367
	Iteration 0F: 2 clusters Score -4204086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4182939.500000 Penalty: 5128.302734
	Iteration 0F: 3 clusters Score -4182940 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -4190260.000000 Penalty: 5128.302734
	Iteration 1F: 3 clusters Score -4190260 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4190706.000000 Penalty: 5128.302734
	Iteration 2Q: 3 clusters Score -4190706 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4191126.500000 Penalty: 5128.302734
	Iteration 3Q: 3 clusters Score -4191126 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -4191560.750000 Penalty: 5128.302734
	Iteration 4Q: 3 clusters Score -4191561 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -4192020.750000 Penalty: 5128.302734
	Iteration 5Q: 3 clusters Score -4192021 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4192580.500000 Penalty: 5128.302734
	Iteration 6Q: 3 clusters Score -4192580 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -4193398.000000 Penalty: 5128.302734
	Iteration 7Q: 3 clusters Score -4193398 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -4194476.500000 Penalty: 5128.302734
	Iteration 8F: 3 clusters Score -4194476 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -4195810.500000 Penalty: 5128.302734
	Iteration 9F: 3 clusters Score -4195810 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -4197239.500000 Penalty: 5128.302734
	Iteration 10F: 3 clusters Score -4197240 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -4198524.000000 Penalty: 5128.302734
	Iteration 11F: 3 clusters Score -4198524 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -4199518.500000 Penalty: 5128.302734
	Iteration 12Q: 3 clusters Score -4199518 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -4200143.500000 Penalty: 5128.302734
	Iteration 13Q: 3 clusters Score -4200144 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4200568.000000 Penalty: 5128.302734
	Iteration 14Q: 3 clusters Score -4200568 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -4200902.500000 Penalty: 5128.302734
	Iteration 15Q: 3 clusters Score -4200902 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4201137.500000 Penalty: 5128.302734
	Iteration 16Q: 3 clusters Score -4201138 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -4201308.500000 Penalty: 5128.302734
	Iteration 17Q: 3 clusters Score -4201308 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -4201460.000000 Penalty: 5128.302734
	Iteration 18Q: 3 clusters Score -4201460 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -4201581.000000 Penalty: 5128.302734
	Iteration 19Q: 3 clusters Score -4201581 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -4201666.500000 Penalty: 5128.302734
	Iteration 20F: 3 clusters Score -4201666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4201723.000000 Penalty: 5128.302734
	Iteration 21Q: 3 clusters Score -4201723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -4201748.000000 Penalty: 5128.302734
	Iteration 22Q: 3 clusters Score -4201748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4201772.500000 Penalty: 5128.302734
	Iteration 23Q: 3 clusters Score -4201772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -4201784.000000 Penalty: 5128.302734
	Iteration 24Q: 3 clusters Score -4201784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -4201803.000000 Penalty: 5128.302734
	Iteration 25Q: 3 clusters Score -4201803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4201814.500000 Penalty: 5128.302734
	Iteration 26Q: 3 clusters Score -4201814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -4201821.000000 Penalty: 5128.302734
	Iteration 27Q: 3 clusters Score -4201821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4201828.000000 Penalty: 5128.302734
	Iteration 28Q: 3 clusters Score -4201828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -4201837.500000 Penalty: 5128.302734
	Iteration 29Q: 3 clusters Score -4201838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4201842.500000 Penalty: 5128.302734
	Iteration 30Q: 3 clusters Score -4201842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -4201842.500000 Penalty: 5128.302734
	Iteration 31Q: 3 clusters Score -4201842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -4201847.000000 Penalty: 5128.302734
	Iteration 32Q: 3 clusters Score -4201847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -4201853.500000 Penalty: 5128.302734
	Iteration 33Q: 3 clusters Score -4201854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4201854.500000 Penalty: 5128.302734
	Iteration 34Q: 3 clusters Score -4201854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4201859.500000 Penalty: 5128.302734
	Iteration 35Q: 3 clusters Score -4201860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4201864.000000 Penalty: 5128.302734
	Iteration 36Q: 3 clusters Score -4201864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -4201859.500000 Penalty: 5128.302734
	Iteration 37Q: 3 clusters Score -4201860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4201865.000000 Penalty: 5128.302734
	Iteration 38Q: 3 clusters Score -4201865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -4201868.000000 Penalty: 5128.302734
	Iteration 39Q: 3 clusters Score -4201868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -4201867.000000 Penalty: 5128.302734
	Iteration 40F: 3 clusters Score -4201867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (174151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174151 members 
Entering Unmasked Estep 
Score: -23385476.000000 Penalty: 2992.784180
	Iteration 0F: 2 clusters Score -2.338548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -23270848.000000 Penalty: 5985.568359
	Iteration 0F: 3 clusters Score -2.327085e+07 nChanged 83459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -23320176.000000 Penalty: 5985.568359
	Iteration 1F: 3 clusters Score -2.332018e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -23321166.000000 Penalty: 5985.568359
	Iteration 2Q: 3 clusters Score -2.332117e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -23322710.000000 Penalty: 5985.568359
	Iteration 3Q: 3 clusters Score -2.332271e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96843 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -23324864.000000 Penalty: 5985.568359
	Iteration 4Q: 3 clusters Score -2.332486e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102179 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -23328494.000000 Penalty: 5985.568359
	Iteration 5Q: 3 clusters Score -2.332849e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109717 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -23334388.000000 Penalty: 5985.568359
	Iteration 6F: 3 clusters Score -2.333439e+07 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119297 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -23343178.000000 Penalty: 5985.568359
	Iteration 7F: 3 clusters Score -2.334318e+07 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129780 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -23353806.000000 Penalty: 5985.568359
	Iteration 8F: 3 clusters Score -2.335381e+07 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138969 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -23364034.000000 Penalty: 5985.568359
	Iteration 9F: 3 clusters Score -2.336403e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145450 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -23371108.000000 Penalty: 5985.568359
	Iteration 10Q: 3 clusters Score -2.337111e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149537 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -23374868.000000 Penalty: 5985.568359
	Iteration 11Q: 3 clusters Score -2.337487e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152537 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -23376918.000000 Penalty: 5985.568359
	Iteration 12Q: 3 clusters Score -2.337692e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -23378434.000000 Penalty: 5985.568359
	Iteration 13Q: 3 clusters Score -2.337843e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157255 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -23379484.000000 Penalty: 5985.568359
	Iteration 14Q: 3 clusters Score -2.337948e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159175 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -23380204.000000 Penalty: 5985.568359
	Iteration 15Q: 3 clusters Score -2.33802e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160918 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -23380894.000000 Penalty: 5985.568359
	Iteration 16Q: 3 clusters Score -2.338089e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162465 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -23381446.000000 Penalty: 5985.568359
	Iteration 17Q: 3 clusters Score -2.338145e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163808 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -23381894.000000 Penalty: 5985.568359
	Iteration 18Q: 3 clusters Score -2.338189e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165020 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -23382160.000000 Penalty: 5985.568359
	Iteration 19Q: 3 clusters Score -2.338216e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -23382366.000000 Penalty: 5985.568359
	Iteration 20F: 3 clusters Score -2.338237e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -23382646.000000 Penalty: 5985.568359
	Iteration 21Q: 3 clusters Score -2.338265e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167828 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -23382842.000000 Penalty: 5985.568359
	Iteration 22Q: 3 clusters Score -2.338284e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168524 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -23382982.000000 Penalty: 5985.568359
	Iteration 23Q: 3 clusters Score -2.338298e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -23383136.000000 Penalty: 5985.568359
	Iteration 24Q: 3 clusters Score -2.338314e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169634 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -23383252.000000 Penalty: 5985.568359
	Iteration 25Q: 3 clusters Score -2.338325e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170039 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -23383306.000000 Penalty: 5985.568359
	Iteration 26Q: 3 clusters Score -2.338331e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170407 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -23383372.000000 Penalty: 5985.568359
	Iteration 27Q: 3 clusters Score -2.338337e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170712 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -23383422.000000 Penalty: 5985.568359
	Iteration 28Q: 3 clusters Score -2.338342e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170957 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -23383478.000000 Penalty: 5985.568359
	Iteration 29Q: 3 clusters Score -2.338348e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171165 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -23383456.000000 Penalty: 5985.568359
	Iteration 30Q: 3 clusters Score -2.338346e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171344 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -23383496.000000 Penalty: 5985.568359
	Iteration 31Q: 3 clusters Score -2.33835e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171510 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -23383484.000000 Penalty: 5985.568359
	Iteration 32Q: 3 clusters Score -2.338348e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171651 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -23383456.000000 Penalty: 5985.568359
	Iteration 33Q: 3 clusters Score -2.338346e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171763 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -23383470.000000 Penalty: 5985.568359
	Iteration 34Q: 3 clusters Score -2.338347e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171839 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -23383460.000000 Penalty: 5985.568359
	Iteration 35Q: 3 clusters Score -2.338346e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171917 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -23383482.000000 Penalty: 5985.568359
	Iteration 36Q: 3 clusters Score -2.338348e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -23383480.000000 Penalty: 5985.568359
	Iteration 37Q: 3 clusters Score -2.338348e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172059 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -23383502.000000 Penalty: 5985.568359
	Iteration 38Q: 3 clusters Score -2.33835e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172117 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -23383530.000000 Penalty: 5985.568359
	Iteration 39Q: 3 clusters Score -2.338353e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172168 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -23383538.000000 Penalty: 5985.568359
	Iteration 40F: 3 clusters Score -2.338354e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172216 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -23383540.000000 Penalty: 5985.568359
	Iteration 41Q: 3 clusters Score -2.338354e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172272 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -23383560.000000 Penalty: 5985.568359
	Iteration 42Q: 3 clusters Score -2.338356e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172322 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -23383576.000000 Penalty: 5985.568359
	Iteration 43Q: 3 clusters Score -2.338358e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172367 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -23383614.000000 Penalty: 5985.568359
	Iteration 44Q: 3 clusters Score -2.338361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172404 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -23383636.000000 Penalty: 5985.568359
	Iteration 45Q: 3 clusters Score -2.338364e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172432 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23383624.000000 Penalty: 5985.568359
	Iteration 46Q: 3 clusters Score -2.338362e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172466 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -23383614.000000 Penalty: 5985.568359
	Iteration 47Q: 3 clusters Score -2.338361e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172490 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -23383592.000000 Penalty: 5985.568359
	Iteration 48Q: 3 clusters Score -2.338359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -23383600.000000 Penalty: 5985.568359
	Iteration 49Q: 3 clusters Score -2.33836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172536 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -23383602.000000 Penalty: 5985.568359
	Iteration 50Q: 3 clusters Score -2.33836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172551 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -23383590.000000 Penalty: 5985.568359
	Iteration 51Q: 3 clusters Score -2.338359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172566 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -23383596.000000 Penalty: 5985.568359
	Iteration 52Q: 3 clusters Score -2.33836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172584 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -23383598.000000 Penalty: 5985.568359
	Iteration 53Q: 3 clusters Score -2.33836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172595 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -23383594.000000 Penalty: 5985.568359
	Iteration 54Q: 3 clusters Score -2.338359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172606 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -23383598.000000 Penalty: 5985.568359
	Iteration 55Q: 3 clusters Score -2.33836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -23383598.000000 Penalty: 5985.568359
	Iteration 56Q: 3 clusters Score -2.33836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172618 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -23383602.000000 Penalty: 5985.568359
	Iteration 57Q: 3 clusters Score -2.33836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172624 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -23383592.000000 Penalty: 5985.568359
	Iteration 58Q: 3 clusters Score -2.338359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172629 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -23383600.000000 Penalty: 5985.568359
	Iteration 59Q: 3 clusters Score -2.33836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172633 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -23383576.000000 Penalty: 5985.568359
	Iteration 60F: 3 clusters Score -2.338358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172637 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -23383592.000000 Penalty: 5985.568359
	Iteration 61Q: 3 clusters Score -2.338359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172639 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -23383586.000000 Penalty: 5985.568359
	Iteration 62Q: 3 clusters Score -2.338359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172640 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -23383588.000000 Penalty: 5985.568359
	Iteration 63Q: 3 clusters Score -2.338359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -23383596.000000 Penalty: 5985.568359
	Iteration 64Q: 3 clusters Score -2.33836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -23383596.000000 Penalty: 5985.568359
	Iteration 65F: 3 clusters Score -2.33836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (174260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174260 members 
Entering Unmasked Estep 
Score: -23516186.000000 Penalty: 2992.939453
	Iteration 0F: 2 clusters Score -2.351619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -23404520.000000 Penalty: 5985.878906
	Iteration 0F: 3 clusters Score -2.340452e+07 nChanged 83491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 92334 members 
Entering Unmasked Estep 
Score: -23452806.000000 Penalty: 5985.878906
	Iteration 1F: 3 clusters Score -2.345281e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 95698 members 
Entering Unmasked Estep 
Score: -23454130.000000 Penalty: 5985.878906
	Iteration 2Q: 3 clusters Score -2.345413e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 100951 members 
Entering Unmasked Estep 
Score: -23456294.000000 Penalty: 5985.878906
	Iteration 3Q: 3 clusters Score -2.345629e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -23460344.000000 Penalty: 5985.878906
	Iteration 4F: 3 clusters Score -2.346034e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 120221 members 
Entering Unmasked Estep 
Score: -23468024.000000 Penalty: 5985.878906
	Iteration 5F: 3 clusters Score -2.346802e+07 nChanged 14927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 134730 members 
Entering Unmasked Estep 
Score: -23480312.000000 Penalty: 5985.878906
	Iteration 6F: 3 clusters Score -2.348031e+07 nChanged 15503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 149913 members 
Entering Unmasked Estep 
Score: -23495104.000000 Penalty: 5985.878906
	Iteration 7F: 3 clusters Score -2.34951e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 161664 members 
Entering Unmasked Estep 
Score: -23506398.000000 Penalty: 5985.878906
	Iteration 8F: 3 clusters Score -2.35064e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 168610 members 
Entering Unmasked Estep 
Score: -23511426.000000 Penalty: 5985.878906
	Iteration 9Q: 3 clusters Score -2.351143e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 171761 members 
Entering Unmasked Estep 
Score: -23512948.000000 Penalty: 5985.878906
	Iteration 10Q: 3 clusters Score -2.351295e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -23513568.000000 Penalty: 5985.878906
	Iteration 11Q: 3 clusters Score -2.351357e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 173428 members 
Entering Unmasked Estep 
Score: -23513694.000000 Penalty: 5985.878906
	Iteration 12Q: 3 clusters Score -2.351369e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 173608 members 
Entering Unmasked Estep 
Score: -23513714.000000 Penalty: 5985.878906
	Iteration 13Q: 3 clusters Score -2.351371e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 173697 members 
Entering Unmasked Estep 
Score: -23513776.000000 Penalty: 5985.878906
	Iteration 14Q: 3 clusters Score -2.351378e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 173741 members 
Entering Unmasked Estep 
Score: -23513782.000000 Penalty: 5985.878906
	Iteration 15Q: 3 clusters Score -2.351378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 173768 members 
Entering Unmasked Estep 
Score: -23513788.000000 Penalty: 5985.878906
	Iteration 16Q: 3 clusters Score -2.351379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 173782 members 
Entering Unmasked Estep 
Score: -23513798.000000 Penalty: 5985.878906
	Iteration 17Q: 3 clusters Score -2.35138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 173799 members 
Entering Unmasked Estep 
Score: -23513804.000000 Penalty: 5985.878906
	Iteration 18Q: 3 clusters Score -2.35138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 173807 members 
Entering Unmasked Estep 
Score: -23513810.000000 Penalty: 5985.878906
	Iteration 19Q: 3 clusters Score -2.351381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 173810 members 
Entering Unmasked Estep 
Score: -23513808.000000 Penalty: 5985.878906
	Iteration 20F: 3 clusters Score -2.351381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 173813 members 
Entering Unmasked Estep 
Score: -23513818.000000 Penalty: 5985.878906
	Iteration 21Q: 3 clusters Score -2.351382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 173814 members 
Entering Unmasked Estep 
Score: -23513820.000000 Penalty: 5985.878906
	Iteration 22Q: 3 clusters Score -2.351382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 173815 members 
Entering Unmasked Estep 
Score: -23513808.000000 Penalty: 5985.878906
	Iteration 23Q: 3 clusters Score -2.351381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 173820 members 
Entering Unmasked Estep 
Score: -23513818.000000 Penalty: 5985.878906
	Iteration 24Q: 3 clusters Score -2.351382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 173828 members 
Entering Unmasked Estep 
Score: -23513830.000000 Penalty: 5985.878906
	Iteration 25Q: 3 clusters Score -2.351383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 173830 members 
Entering Unmasked Estep 
Score: -23513850.000000 Penalty: 5985.878906
	Iteration 26Q: 3 clusters Score -2.351385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 173830 members 
Entering Unmasked Estep 
Score: -23513852.000000 Penalty: 5985.878906
	Iteration 27Q: 3 clusters Score -2.351385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 173831 members 
Entering Unmasked Estep 
Score: -23513840.000000 Penalty: 5985.878906
	Iteration 28Q: 3 clusters Score -2.351384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 173832 members 
Entering Unmasked Estep 
Score: -23513854.000000 Penalty: 5985.878906
	Iteration 29Q: 3 clusters Score -2.351385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 173833 members 
Entering Unmasked Estep 
Score: -23513864.000000 Penalty: 5985.878906
	Iteration 30Q: 3 clusters Score -2.351386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 173836 members 
Entering Unmasked Estep 
Score: -23513852.000000 Penalty: 5985.878906
	Iteration 31Q: 3 clusters Score -2.351385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 173837 members 
Entering Unmasked Estep 
Score: -23513848.000000 Penalty: 5985.878906
	Iteration 32Q: 3 clusters Score -2.351385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 173840 members 
Entering Unmasked Estep 
Score: -23513846.000000 Penalty: 5985.878906
	Iteration 33Q: 3 clusters Score -2.351385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 173841 members 
Entering Unmasked Estep 
Score: -23513844.000000 Penalty: 5985.878906
	Iteration 34Q: 3 clusters Score -2.351384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 173842 members 
Entering Unmasked Estep 
Score: -23513858.000000 Penalty: 5985.878906
	Iteration 35Q: 3 clusters Score -2.351386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 173842 members 
Entering Unmasked Estep 
Score: -23513858.000000 Penalty: 5985.878906
	Iteration 36F: 3 clusters Score -2.351386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Entering Unmasked Estep 
Score: -2067165.375000 Penalty: 2390.972412
	Iteration 0F: 2 clusters Score -2067165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2056078.625000 Penalty: 4781.944824
	Iteration 0F: 3 clusters Score -2056079 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2059540.250000 Penalty: 4781.944824
	Iteration 1F: 3 clusters Score -2059540 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2059858.375000 Penalty: 4781.944824
	Iteration 2F: 3 clusters Score -2059858 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2060084.375000 Penalty: 4781.944824
	Iteration 3Q: 3 clusters Score -2060084 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2060241.375000 Penalty: 4781.944824
	Iteration 4Q: 3 clusters Score -2060241 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2060374.250000 Penalty: 4781.944824
	Iteration 5Q: 3 clusters Score -2060374 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2060493.250000 Penalty: 4781.944824
	Iteration 6Q: 3 clusters Score -2060493 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2060624.625000 Penalty: 4781.944824
	Iteration 7Q: 3 clusters Score -2060625 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2060791.500000 Penalty: 4781.944824
	Iteration 8Q: 3 clusters Score -2060792 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2060977.250000 Penalty: 4781.944824
	Iteration 9Q: 3 clusters Score -2060977 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2061199.875000 Penalty: 4781.944824
	Iteration 10Q: 3 clusters Score -2061200 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2061505.125000 Penalty: 4781.944824
	Iteration 11Q: 3 clusters Score -2061505 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2061921.625000 Penalty: 4781.944824
	Iteration 12Q: 3 clusters Score -2061922 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2062484.000000 Penalty: 4781.944824
	Iteration 13F: 3 clusters Score -2062484 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2063131.875000 Penalty: 4781.944824
	Iteration 14F: 3 clusters Score -2063132 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2063807.000000 Penalty: 4781.944824
	Iteration 15F: 3 clusters Score -2063807 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2064298.375000 Penalty: 4781.944824
	Iteration 16Q: 3 clusters Score -2064298 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2064610.625000 Penalty: 4781.944824
	Iteration 17Q: 3 clusters Score -2064611 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2064795.250000 Penalty: 4781.944824
	Iteration 18Q: 3 clusters Score -2064795 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2064908.000000 Penalty: 4781.944824
	Iteration 19Q: 3 clusters Score -2064908 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2064989.125000 Penalty: 4781.944824
	Iteration 20F: 3 clusters Score -2064989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2065032.250000 Penalty: 4781.944824
	Iteration 21Q: 3 clusters Score -2065032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2065067.625000 Penalty: 4781.944824
	Iteration 22Q: 3 clusters Score -2065068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2065109.625000 Penalty: 4781.944824
	Iteration 23Q: 3 clusters Score -2065110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2065140.625000 Penalty: 4781.944824
	Iteration 24Q: 3 clusters Score -2065141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2065163.375000 Penalty: 4781.944824
	Iteration 25Q: 3 clusters Score -2065163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2065187.250000 Penalty: 4781.944824
	Iteration 26Q: 3 clusters Score -2065187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2065201.750000 Penalty: 4781.944824
	Iteration 27Q: 3 clusters Score -2065202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2065218.000000 Penalty: 4781.944824
	Iteration 28Q: 3 clusters Score -2065218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2065230.625000 Penalty: 4781.944824
	Iteration 29Q: 3 clusters Score -2065231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2065241.875000 Penalty: 4781.944824
	Iteration 30Q: 3 clusters Score -2065242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2065243.875000 Penalty: 4781.944824
	Iteration 31Q: 3 clusters Score -2065244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2065247.500000 Penalty: 4781.944824
	Iteration 32Q: 3 clusters Score -2065248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2065250.250000 Penalty: 4781.944824
	Iteration 33Q: 3 clusters Score -2065250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2065250.250000 Penalty: 4781.944824
	Iteration 34F: 3 clusters Score -2065250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -421056.406250 Penalty: 2003.975708
	Iteration 0F: 2 clusters Score -421056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -417571.718750 Penalty: 4007.951416
	Iteration 0F: 3 clusters Score -417571.7 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -418239.187500 Penalty: 4007.951416
	Iteration 1F: 3 clusters Score -418239.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -418398.093750 Penalty: 4007.951416
	Iteration 2F: 3 clusters Score -418398.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -418492.593750 Penalty: 4007.951416
	Iteration 3Q: 3 clusters Score -418492.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -418563.031250 Penalty: 4007.951416
	Iteration 4Q: 3 clusters Score -418563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -418617.250000 Penalty: 4007.951416
	Iteration 5Q: 3 clusters Score -418617.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -418659.437500 Penalty: 4007.951416
	Iteration 6Q: 3 clusters Score -418659.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -418698.343750 Penalty: 4007.951416
	Iteration 7Q: 3 clusters Score -418698.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -418735.437500 Penalty: 4007.951416
	Iteration 8Q: 3 clusters Score -418735.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -418762.750000 Penalty: 4007.951416
	Iteration 9Q: 3 clusters Score -418762.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -418789.593750 Penalty: 4007.951416
	Iteration 10Q: 3 clusters Score -418789.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -418807.656250 Penalty: 4007.951416
	Iteration 11Q: 3 clusters Score -418807.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -418820.093750 Penalty: 4007.951416
	Iteration 12Q: 3 clusters Score -418820.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -418831.281250 Penalty: 4007.951416
	Iteration 13Q: 3 clusters Score -418831.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -418840.562500 Penalty: 4007.951416
	Iteration 14Q: 3 clusters Score -418840.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -418849.843750 Penalty: 4007.951416
	Iteration 15Q: 3 clusters Score -418849.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -418859.343750 Penalty: 4007.951416
	Iteration 16Q: 3 clusters Score -418859.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -418867.906250 Penalty: 4007.951416
	Iteration 17Q: 3 clusters Score -418867.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -418871.062500 Penalty: 4007.951416
	Iteration 18Q: 3 clusters Score -418871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -418875.781250 Penalty: 4007.951416
	Iteration 19Q: 3 clusters Score -418875.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -418878.406250 Penalty: 4007.951416
	Iteration 20F: 3 clusters Score -418878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -418880.593750 Penalty: 4007.951416
	Iteration 21Q: 3 clusters Score -418880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -418880.937500 Penalty: 4007.951416
	Iteration 22Q: 3 clusters Score -418880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -418882.031250 Penalty: 4007.951416
	Iteration 23Q: 3 clusters Score -418882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -418882.937500 Penalty: 4007.951416
	Iteration 24Q: 3 clusters Score -418882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -418883.343750 Penalty: 4007.951416
	Iteration 25Q: 3 clusters Score -418883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -418885.562500 Penalty: 4007.951416
	Iteration 26Q: 3 clusters Score -418885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -418886.875000 Penalty: 4007.951416
	Iteration 27Q: 3 clusters Score -418886.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -418888.750000 Penalty: 4007.951416
	Iteration 28Q: 3 clusters Score -418888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -418890.906250 Penalty: 4007.951416
	Iteration 29Q: 3 clusters Score -418890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -418892.937500 Penalty: 4007.951416
	Iteration 30Q: 3 clusters Score -418892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -418893.062500 Penalty: 4007.951416
	Iteration 31Q: 3 clusters Score -418893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -418892.750000 Penalty: 4007.951416
	Iteration 32Q: 3 clusters Score -418892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -418892.750000 Penalty: 4007.951416
	Iteration 33F: 3 clusters Score -418892.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Entering Unmasked Estep 
Score: -3804512.000000 Penalty: 2539.563232
	Iteration 0F: 2 clusters Score -3804512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3785284.000000 Penalty: 5079.126465
	Iteration 0F: 3 clusters Score -3785284 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3791975.250000 Penalty: 5079.126465
	Iteration 1F: 3 clusters Score -3791975 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3792385.500000 Penalty: 5079.126465
	Iteration 2Q: 3 clusters Score -3792386 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3792795.500000 Penalty: 5079.126465
	Iteration 3Q: 3 clusters Score -3792796 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3793225.750000 Penalty: 5079.126465
	Iteration 4Q: 3 clusters Score -3793226 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3793810.500000 Penalty: 5079.126465
	Iteration 5Q: 3 clusters Score -3793810 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3794609.250000 Penalty: 5079.126465
	Iteration 6F: 3 clusters Score -3794609 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3795750.000000 Penalty: 5079.126465
	Iteration 7F: 3 clusters Score -3795750 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3797241.250000 Penalty: 5079.126465
	Iteration 8F: 3 clusters Score -3797241 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3798845.000000 Penalty: 5079.126465
	Iteration 9F: 3 clusters Score -3798845 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3800183.250000 Penalty: 5079.126465
	Iteration 10F: 3 clusters Score -3800183 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3801125.250000 Penalty: 5079.126465
	Iteration 11Q: 3 clusters Score -3801125 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3801645.500000 Penalty: 5079.126465
	Iteration 12Q: 3 clusters Score -3801646 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3801935.250000 Penalty: 5079.126465
	Iteration 13Q: 3 clusters Score -3801935 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3802104.000000 Penalty: 5079.126465
	Iteration 14Q: 3 clusters Score -3802104 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3802211.000000 Penalty: 5079.126465
	Iteration 15Q: 3 clusters Score -3802211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3802269.000000 Penalty: 5079.126465
	Iteration 16Q: 3 clusters Score -3802269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3802295.750000 Penalty: 5079.126465
	Iteration 17Q: 3 clusters Score -3802296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3802315.250000 Penalty: 5079.126465
	Iteration 18Q: 3 clusters Score -3802315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3802331.750000 Penalty: 5079.126465
	Iteration 19Q: 3 clusters Score -3802332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3802339.500000 Penalty: 5079.126465
	Iteration 20F: 3 clusters Score -3802340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -3802346.750000 Penalty: 5079.126465
	Iteration 21Q: 3 clusters Score -3802347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3802361.000000 Penalty: 5079.126465
	Iteration 22Q: 3 clusters Score -3802361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3802364.250000 Penalty: 5079.126465
	Iteration 23Q: 3 clusters Score -3802364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3802365.500000 Penalty: 5079.126465
	Iteration 24Q: 3 clusters Score -3802366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3802366.250000 Penalty: 5079.126465
	Iteration 25Q: 3 clusters Score -3802366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3802366.250000 Penalty: 5079.126465
	Iteration 26F: 3 clusters Score -3802366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -262915.625000 Penalty: 1905.369995
	Iteration 0F: 2 clusters Score -262915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -260253.843750 Penalty: 3810.739990
	Iteration 0F: 3 clusters Score -260253.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -261208.875000 Penalty: 3810.739990
	Iteration 1F: 3 clusters Score -261208.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -262014.750000 Penalty: 3810.739990
	Iteration 2F: 3 clusters Score -262014.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -262563.375000 Penalty: 3810.739990
	Iteration 3F: 3 clusters Score -262563.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -262915.156250 Penalty: 3810.739990
	Iteration 4F: 3 clusters Score -262915.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -263189.781250 Penalty: 3810.739990
	Iteration 5F: 3 clusters Score -263189.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -263541.437500 Penalty: 3810.739990
	Iteration 6F: 3 clusters Score -263541.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -264034.281250 Penalty: 3810.739990
	Iteration 7F: 3 clusters Score -264034.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -264695.031250 Penalty: 3810.739990
	Iteration 8F: 3 clusters Score -264695 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -265555.187500 Penalty: 3810.739990
	Iteration 9F: 3 clusters Score -265555.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -266226.250000 Penalty: 3810.739990
	Iteration 10F: 3 clusters Score -266226.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -266705.687500 Penalty: 3810.739990
	Iteration 11Q: 3 clusters Score -266705.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -266734.312500 Penalty: 3810.739990
	Iteration 12Q: 3 clusters Score -266734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -266739.375000 Penalty: 3810.739990
	Iteration 13Q: 3 clusters Score -266739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -266742.125000 Penalty: 3810.739990
	Iteration 14Q: 3 clusters Score -266742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -266743.062500 Penalty: 3810.739990
	Iteration 15Q: 3 clusters Score -266743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -266743.062500 Penalty: 3810.739990
	Iteration 16F: 3 clusters Score -266743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 158144 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 168759 members 
Mstep: Class 6 contains 61946 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 188770 members 
Mstep: Class 9 contains 18593 members 
Mstep: Class 10 contains 2683 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 1349 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 30925 members 
Mstep: Class 16 contains 174151 members 
Mstep: Class 17 contains 174260 members 
Mstep: Class 18 contains 15383 members 
Mstep: Class 19 contains 3231 members 
Mstep: Class 20 contains 40507 members 
Mstep: Class 21 contains 28006 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 1465 members 
Entering Unmasked Estep 
Score: -144350928.000000 Penalty: 82772.992188
Splitting cluster 23 changes total score from -144348480.000000 to -144350928.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 24 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -176804.562500 Penalty: 1807.823364
	Iteration 0F: 2 clusters Score -176804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -174639.203125 Penalty: 3615.646729
	Iteration 0F: 3 clusters Score -174639.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -175088.937500 Penalty: 3615.646729
	Iteration 1F: 3 clusters Score -175088.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175249.781250 Penalty: 3615.646729
	Iteration 2F: 3 clusters Score -175249.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -175365.968750 Penalty: 3615.646729
	Iteration 3F: 3 clusters Score -175366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -175444.609375 Penalty: 3615.646729
	Iteration 4Q: 3 clusters Score -175444.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -175488.640625 Penalty: 3615.646729
	Iteration 5Q: 3 clusters Score -175488.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -175521.390625 Penalty: 3615.646729
	Iteration 6Q: 3 clusters Score -175521.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -175562.468750 Penalty: 3615.646729
	Iteration 7Q: 3 clusters Score -175562.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -175599.437500 Penalty: 3615.646729
	Iteration 8Q: 3 clusters Score -175599.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175636.796875 Penalty: 3615.646729
	Iteration 9Q: 3 clusters Score -175636.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -175666.234375 Penalty: 3615.646729
	Iteration 10Q: 3 clusters Score -175666.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -175698.671875 Penalty: 3615.646729
	Iteration 11Q: 3 clusters Score -175698.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175733.281250 Penalty: 3615.646729
	Iteration 12Q: 3 clusters Score -175733.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -175760.406250 Penalty: 3615.646729
	Iteration 13Q: 3 clusters Score -175760.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -175787.312500 Penalty: 3615.646729
	Iteration 14Q: 3 clusters Score -175787.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -175807.921875 Penalty: 3615.646729
	Iteration 15Q: 3 clusters Score -175807.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -175825.421875 Penalty: 3615.646729
	Iteration 16Q: 3 clusters Score -175825.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -175831.906250 Penalty: 3615.646729
	Iteration 17Q: 3 clusters Score -175831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -175837.812500 Penalty: 3615.646729
	Iteration 18Q: 3 clusters Score -175837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -175846.546875 Penalty: 3615.646729
	Iteration 19Q: 3 clusters Score -175846.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -175855.812500 Penalty: 3615.646729
	Iteration 20F: 3 clusters Score -175855.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -175864.875000 Penalty: 3615.646729
	Iteration 21Q: 3 clusters Score -175864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175868.578125 Penalty: 3615.646729
	Iteration 22Q: 3 clusters Score -175868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175868.578125 Penalty: 3615.646729
	Iteration 23F: 3 clusters Score -175868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 158144 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 168759 members 
Mstep: Class 6 contains 61946 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 188770 members 
Mstep: Class 9 contains 18593 members 
Mstep: Class 10 contains 2683 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 1349 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 30925 members 
Mstep: Class 16 contains 174151 members 
Mstep: Class 17 contains 174260 members 
Mstep: Class 18 contains 15383 members 
Mstep: Class 19 contains 3231 members 
Mstep: Class 21 contains 28006 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351200.000000 Penalty: 82772.992188
Iteration 79Q: 25 clusters Score -1.443512e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 158222 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 168779 members 
Mstep: Class 6 contains 61947 members 
Mstep: Class 7 contains 7159 members 
Mstep: Class 8 contains 188937 members 
Mstep: Class 9 contains 18578 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 6530 members 
Mstep: Class 12 contains 1349 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30942 members 
Mstep: Class 16 contains 174289 members 
Mstep: Class 17 contains 174256 members 
Mstep: Class 18 contains 15445 members 
Mstep: Class 19 contains 3232 members 
Mstep: Class 20 contains 39998 members 
Mstep: Class 21 contains 28051 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 1047 members 
Mstep: Class 24 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351488.000000 Penalty: 82772.992188
Iteration 80F: 25 clusters Score -1.443515e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1801 members 
Mstep: Class 3 contains 158238 members 
Mstep: Class 4 contains 1088 members 
Mstep: Class 5 contains 168771 members 
Mstep: Class 6 contains 61946 members 
Mstep: Class 7 contains 7161 members 
Mstep: Class 8 contains 188231 members 
Mstep: Class 9 contains 18556 members 
Mstep: Class 10 contains 2685 members 
Mstep: Class 11 contains 6535 members 
Mstep: Class 12 contains 1350 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30958 members 
Mstep: Class 16 contains 174341 members 
Mstep: Class 17 contains 174242 members 
Mstep: Class 18 contains 15516 members 
Mstep: Class 19 contains 3224 members 
Mstep: Class 20 contains 40546 members 
Mstep: Class 21 contains 28102 members 
Mstep: Class 22 contains 1095 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351648.000000 Penalty: 82772.992188
Iteration 81Q: 25 clusters Score -1.443516e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1826 members 
Mstep: Class 3 contains 158167 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 168711 members 
Mstep: Class 6 contains 61924 members 
Mstep: Class 7 contains 7161 members 
Mstep: Class 8 contains 188001 members 
Mstep: Class 9 contains 18536 members 
Mstep: Class 10 contains 2685 members 
Mstep: Class 11 contains 6537 members 
Mstep: Class 12 contains 1349 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30965 members 
Mstep: Class 16 contains 174284 members 
Mstep: Class 17 contains 174214 members 
Mstep: Class 18 contains 15578 members 
Mstep: Class 19 contains 3219 members 
Mstep: Class 20 contains 40930 members 
Mstep: Class 21 contains 28149 members 
Mstep: Class 22 contains 1095 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144351872.000000 Penalty: 82772.992188
Iteration 82Q: 25 clusters Score -1.443519e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 158102 members 
Mstep: Class 4 contains 1092 members 
Mstep: Class 5 contains 168649 members 
Mstep: Class 6 contains 61886 members 
Mstep: Class 7 contains 7168 members 
Mstep: Class 8 contains 187894 members 
Mstep: Class 9 contains 18516 members 
Mstep: Class 10 contains 2685 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 1350 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 174203 members 
Mstep: Class 17 contains 174135 members 
Mstep: Class 18 contains 15646 members 
Mstep: Class 19 contains 3218 members 
Mstep: Class 20 contains 41253 members 
Mstep: Class 21 contains 28188 members 
Mstep: Class 22 contains 1094 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352496.000000 Penalty: 82772.992188
Iteration 83Q: 25 clusters Score -1.443525e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1880 members 
Mstep: Class 3 contains 158017 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 168583 members 
Mstep: Class 6 contains 61845 members 
Mstep: Class 7 contains 7173 members 
Mstep: Class 8 contains 187907 members 
Mstep: Class 9 contains 18499 members 
Mstep: Class 10 contains 2685 members 
Mstep: Class 11 contains 6536 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 30984 members 
Mstep: Class 16 contains 174121 members 
Mstep: Class 17 contains 174079 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 28221 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352816.000000 Penalty: 82772.992188
Iteration 84Q: 25 clusters Score -1.443528e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 157948 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 168529 members 
Mstep: Class 6 contains 61784 members 
Mstep: Class 7 contains 7178 members 
Mstep: Class 8 contains 187975 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 2685 members 
Mstep: Class 11 contains 6537 members 
Mstep: Class 12 contains 1351 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 30997 members 
Mstep: Class 16 contains 174010 members 
Mstep: Class 17 contains 174012 members 
Mstep: Class 18 contains 15777 members 
Mstep: Class 19 contains 3210 members 
Mstep: Class 20 contains 41677 members 
Mstep: Class 21 contains 28253 members 
Mstep: Class 22 contains 1092 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144352912.000000 Penalty: 82772.992188
Iteration 85Q: 25 clusters Score -1.443529e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1937 members 
Mstep: Class 3 contains 157855 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168493 members 
Mstep: Class 6 contains 61740 members 
Mstep: Class 7 contains 7179 members 
Mstep: Class 8 contains 188056 members 
Mstep: Class 9 contains 18452 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 1978 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31007 members 
Mstep: Class 16 contains 173939 members 
Mstep: Class 17 contains 173956 members 
Mstep: Class 18 contains 15841 members 
Mstep: Class 19 contains 3206 members 
Mstep: Class 20 contains 41842 members 
Mstep: Class 21 contains 28273 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353104.000000 Penalty: 82772.992188
Iteration 86Q: 25 clusters Score -1.443531e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1951 members 
Mstep: Class 3 contains 157760 members 
Mstep: Class 4 contains 1092 members 
Mstep: Class 5 contains 168468 members 
Mstep: Class 6 contains 61709 members 
Mstep: Class 7 contains 7177 members 
Mstep: Class 8 contains 188119 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31005 members 
Mstep: Class 16 contains 173883 members 
Mstep: Class 17 contains 173917 members 
Mstep: Class 18 contains 15920 members 
Mstep: Class 19 contains 3199 members 
Mstep: Class 20 contains 41992 members 
Mstep: Class 21 contains 28283 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353392.000000 Penalty: 82772.992188
Iteration 87Q: 25 clusters Score -1.443534e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 157670 members 
Mstep: Class 4 contains 1092 members 
Mstep: Class 5 contains 168437 members 
Mstep: Class 6 contains 61675 members 
Mstep: Class 7 contains 7173 members 
Mstep: Class 8 contains 188189 members 
Mstep: Class 9 contains 18376 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31015 members 
Mstep: Class 16 contains 173811 members 
Mstep: Class 17 contains 173884 members 
Mstep: Class 18 contains 16008 members 
Mstep: Class 19 contains 3191 members 
Mstep: Class 20 contains 42123 members 
Mstep: Class 21 contains 28301 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353344.000000 Penalty: 82772.992188
Iteration 88Q: 25 clusters Score -1.443533e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1975 members 
Mstep: Class 3 contains 157614 members 
Mstep: Class 4 contains 1092 members 
Mstep: Class 5 contains 168407 members 
Mstep: Class 6 contains 61651 members 
Mstep: Class 7 contains 7171 members 
Mstep: Class 8 contains 188227 members 
Mstep: Class 9 contains 18350 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 6552 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31020 members 
Mstep: Class 16 contains 173749 members 
Mstep: Class 17 contains 173852 members 
Mstep: Class 18 contains 16075 members 
Mstep: Class 19 contains 3185 members 
Mstep: Class 20 contains 42230 members 
Mstep: Class 21 contains 28313 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353376.000000 Penalty: 82772.992188
Iteration 89Q: 25 clusters Score -1.443534e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1988 members 
Mstep: Class 3 contains 157557 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 168396 members 
Mstep: Class 6 contains 61621 members 
Mstep: Class 7 contains 7166 members 
Mstep: Class 8 contains 188269 members 
Mstep: Class 9 contains 18315 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 6562 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 1981 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31024 members 
Mstep: Class 16 contains 173695 members 
Mstep: Class 17 contains 173841 members 
Mstep: Class 18 contains 16146 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 42314 members 
Mstep: Class 21 contains 28322 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353168.000000 Penalty: 82772.992188
Iteration 90Q: 25 clusters Score -1.443532e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 157497 members 
Mstep: Class 4 contains 1092 members 
Mstep: Class 5 contains 168387 members 
Mstep: Class 6 contains 61598 members 
Mstep: Class 7 contains 7166 members 
Mstep: Class 8 contains 188294 members 
Mstep: Class 9 contains 18283 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 6567 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 1982 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31025 members 
Mstep: Class 16 contains 173666 members 
Mstep: Class 17 contains 173807 members 
Mstep: Class 18 contains 16229 members 
Mstep: Class 19 contains 3174 members 
Mstep: Class 20 contains 42389 members 
Mstep: Class 21 contains 28331 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353344.000000 Penalty: 82772.992188
Iteration 91Q: 25 clusters Score -1.443533e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2009 members 
Mstep: Class 3 contains 157418 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168382 members 
Mstep: Class 6 contains 61575 members 
Mstep: Class 7 contains 7166 members 
Mstep: Class 8 contains 188315 members 
Mstep: Class 9 contains 18240 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31025 members 
Mstep: Class 16 contains 173641 members 
Mstep: Class 17 contains 173794 members 
Mstep: Class 18 contains 16319 members 
Mstep: Class 19 contains 3174 members 
Mstep: Class 20 contains 42452 members 
Mstep: Class 21 contains 28348 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353488.000000 Penalty: 82772.992188
Iteration 92Q: 25 clusters Score -1.443535e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2014 members 
Mstep: Class 3 contains 157371 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168362 members 
Mstep: Class 6 contains 61563 members 
Mstep: Class 7 contains 7167 members 
Mstep: Class 8 contains 188338 members 
Mstep: Class 9 contains 18197 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31023 members 
Mstep: Class 16 contains 173604 members 
Mstep: Class 17 contains 173758 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 42521 members 
Mstep: Class 21 contains 28362 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353280.000000 Penalty: 82772.992188
Iteration 93Q: 25 clusters Score -1.443533e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2023 members 
Mstep: Class 3 contains 157334 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168344 members 
Mstep: Class 6 contains 61549 members 
Mstep: Class 7 contains 7159 members 
Mstep: Class 8 contains 188367 members 
Mstep: Class 9 contains 18145 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31015 members 
Mstep: Class 16 contains 173588 members 
Mstep: Class 17 contains 173718 members 
Mstep: Class 18 contains 16518 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 42563 members 
Mstep: Class 21 contains 28373 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353264.000000 Penalty: 82772.992188
Iteration 94Q: 25 clusters Score -1.443533e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2031 members 
Mstep: Class 3 contains 157289 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168316 members 
Mstep: Class 6 contains 61538 members 
Mstep: Class 7 contains 7151 members 
Mstep: Class 8 contains 188385 members 
Mstep: Class 9 contains 18107 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31010 members 
Mstep: Class 16 contains 173579 members 
Mstep: Class 17 contains 173695 members 
Mstep: Class 18 contains 16622 members 
Mstep: Class 19 contains 3174 members 
Mstep: Class 20 contains 42599 members 
Mstep: Class 21 contains 28384 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353296.000000 Penalty: 82772.992188
Iteration 95Q: 25 clusters Score -1.443533e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2036 members 
Mstep: Class 3 contains 157263 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168291 members 
Mstep: Class 6 contains 61528 members 
Mstep: Class 7 contains 7146 members 
Mstep: Class 8 contains 188392 members 
Mstep: Class 9 contains 18069 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 173555 members 
Mstep: Class 17 contains 173683 members 
Mstep: Class 18 contains 16707 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 42644 members 
Mstep: Class 21 contains 28392 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353216.000000 Penalty: 82772.992188
Iteration 96Q: 25 clusters Score -1.443532e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2040 members 
Mstep: Class 3 contains 157255 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168271 members 
Mstep: Class 6 contains 61518 members 
Mstep: Class 7 contains 7138 members 
Mstep: Class 8 contains 188396 members 
Mstep: Class 9 contains 18042 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 30998 members 
Mstep: Class 16 contains 173521 members 
Mstep: Class 17 contains 173665 members 
Mstep: Class 18 contains 16784 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 42686 members 
Mstep: Class 21 contains 28399 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353312.000000 Penalty: 82772.992188
Iteration 97Q: 25 clusters Score -1.443533e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2046 members 
Mstep: Class 3 contains 157229 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168263 members 
Mstep: Class 6 contains 61513 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 188387 members 
Mstep: Class 9 contains 18024 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 30998 members 
Mstep: Class 16 contains 173491 members 
Mstep: Class 17 contains 173645 members 
Mstep: Class 18 contains 16856 members 
Mstep: Class 19 contains 3165 members 
Mstep: Class 20 contains 42727 members 
Mstep: Class 21 contains 28409 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353088.000000 Penalty: 82772.992188
Iteration 98Q: 25 clusters Score -1.443531e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2048 members 
Mstep: Class 3 contains 157202 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168249 members 
Mstep: Class 6 contains 61504 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 188375 members 
Mstep: Class 9 contains 18007 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 30998 members 
Mstep: Class 16 contains 173473 members 
Mstep: Class 17 contains 173629 members 
Mstep: Class 18 contains 16917 members 
Mstep: Class 19 contains 3164 members 
Mstep: Class 20 contains 42765 members 
Mstep: Class 21 contains 28425 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353328.000000 Penalty: 82772.992188
Iteration 99Q: 25 clusters Score -1.443533e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2050 members 
Mstep: Class 3 contains 157179 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168235 members 
Mstep: Class 6 contains 61493 members 
Mstep: Class 7 contains 7124 members 
Mstep: Class 8 contains 188374 members 
Mstep: Class 9 contains 17981 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 173441 members 
Mstep: Class 17 contains 173620 members 
Mstep: Class 18 contains 16991 members 
Mstep: Class 19 contains 3163 members 
Mstep: Class 20 contains 42802 members 
Mstep: Class 21 contains 28433 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353280.000000 Penalty: 82772.992188
Iteration 100F: 25 clusters Score -1.443533e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 157174 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168201 members 
Mstep: Class 6 contains 61486 members 
Mstep: Class 7 contains 7119 members 
Mstep: Class 8 contains 188374 members 
Mstep: Class 9 contains 17949 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31007 members 
Mstep: Class 16 contains 173411 members 
Mstep: Class 17 contains 173621 members 
Mstep: Class 18 contains 17061 members 
Mstep: Class 19 contains 3160 members 
Mstep: Class 20 contains 42826 members 
Mstep: Class 21 contains 28442 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353376.000000 Penalty: 82772.992188
Iteration 101Q: 25 clusters Score -1.443534e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 157141 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168175 members 
Mstep: Class 6 contains 61479 members 
Mstep: Class 7 contains 7112 members 
Mstep: Class 8 contains 188376 members 
Mstep: Class 9 contains 17932 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31008 members 
Mstep: Class 16 contains 173408 members 
Mstep: Class 17 contains 173619 members 
Mstep: Class 18 contains 17131 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 42840 members 
Mstep: Class 21 contains 28449 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353600.000000 Penalty: 82772.992188
Iteration 102Q: 25 clusters Score -1.443536e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 157128 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 168156 members 
Mstep: Class 6 contains 61473 members 
Mstep: Class 7 contains 7104 members 
Mstep: Class 8 contains 188369 members 
Mstep: Class 9 contains 17906 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6582 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31008 members 
Mstep: Class 16 contains 173388 members 
Mstep: Class 17 contains 173619 members 
Mstep: Class 18 contains 17198 members 
Mstep: Class 19 contains 3158 members 
Mstep: Class 20 contains 42853 members 
Mstep: Class 21 contains 28459 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353408.000000 Penalty: 82772.992188
Iteration 103Q: 25 clusters Score -1.443534e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 157129 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168133 members 
Mstep: Class 6 contains 61465 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 188350 members 
Mstep: Class 9 contains 17888 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31009 members 
Mstep: Class 16 contains 173366 members 
Mstep: Class 17 contains 173619 members 
Mstep: Class 18 contains 17263 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 20 contains 42867 members 
Mstep: Class 21 contains 28474 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353408.000000 Penalty: 82772.992188
Iteration 104Q: 25 clusters Score -1.443534e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 157124 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168119 members 
Mstep: Class 6 contains 61462 members 
Mstep: Class 7 contains 7095 members 
Mstep: Class 8 contains 188335 members 
Mstep: Class 9 contains 17870 members 
Mstep: Class 10 contains 2688 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31010 members 
Mstep: Class 16 contains 173347 members 
Mstep: Class 17 contains 173616 members 
Mstep: Class 18 contains 17318 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 42877 members 
Mstep: Class 21 contains 28492 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 25 clusters Score -1.443535e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 157110 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168099 members 
Mstep: Class 6 contains 61457 members 
Mstep: Class 7 contains 7087 members 
Mstep: Class 8 contains 188339 members 
Mstep: Class 9 contains 17855 members 
Mstep: Class 10 contains 2689 members 
Mstep: Class 11 contains 6593 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 173325 members 
Mstep: Class 17 contains 173616 members 
Mstep: Class 18 contains 17379 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 42890 members 
Mstep: Class 21 contains 28505 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353424.000000 Penalty: 82772.992188
Iteration 106Q: 25 clusters Score -1.443534e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 157084 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168074 members 
Mstep: Class 6 contains 61453 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 188348 members 
Mstep: Class 9 contains 17817 members 
Mstep: Class 10 contains 2692 members 
Mstep: Class 11 contains 6598 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 173323 members 
Mstep: Class 17 contains 173608 members 
Mstep: Class 18 contains 17460 members 
Mstep: Class 19 contains 3145 members 
Mstep: Class 20 contains 42903 members 
Mstep: Class 21 contains 28513 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353536.000000 Penalty: 82772.992188
Iteration 107Q: 25 clusters Score -1.443535e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 157064 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 168059 members 
Mstep: Class 6 contains 61456 members 
Mstep: Class 7 contains 7074 members 
Mstep: Class 8 contains 188352 members 
Mstep: Class 9 contains 17792 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6600 members 
Mstep: Class 12 contains 1356 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 173305 members 
Mstep: Class 17 contains 173592 members 
Mstep: Class 18 contains 17531 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 42911 members 
Mstep: Class 21 contains 28522 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 25 clusters Score -1.443536e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 157046 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 168037 members 
Mstep: Class 6 contains 61453 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 188367 members 
Mstep: Class 9 contains 17754 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 6597 members 
Mstep: Class 12 contains 1356 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 173283 members 
Mstep: Class 17 contains 173596 members 
Mstep: Class 18 contains 17600 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 42915 members 
Mstep: Class 21 contains 28536 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353552.000000 Penalty: 82772.992188
Iteration 109Q: 25 clusters Score -1.443536e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 157030 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 168013 members 
Mstep: Class 6 contains 61445 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 8 contains 188376 members 
Mstep: Class 9 contains 17719 members 
Mstep: Class 10 contains 2697 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 173255 members 
Mstep: Class 17 contains 173606 members 
Mstep: Class 18 contains 17666 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 42925 members 
Mstep: Class 21 contains 28544 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353488.000000 Penalty: 82772.992188
Iteration 110Q: 25 clusters Score -1.443535e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 156994 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 167997 members 
Mstep: Class 6 contains 61446 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 8 contains 188369 members 
Mstep: Class 9 contains 17698 members 
Mstep: Class 10 contains 2699 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31006 members 
Mstep: Class 16 contains 173241 members 
Mstep: Class 17 contains 173587 members 
Mstep: Class 18 contains 17738 members 
Mstep: Class 19 contains 3146 members 
Mstep: Class 20 contains 42936 members 
Mstep: Class 21 contains 28558 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 25 clusters Score -1.443536e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 156986 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 167988 members 
Mstep: Class 6 contains 61447 members 
Mstep: Class 7 contains 7053 members 
Mstep: Class 8 contains 188357 members 
Mstep: Class 9 contains 17675 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31006 members 
Mstep: Class 16 contains 173215 members 
Mstep: Class 17 contains 173563 members 
Mstep: Class 18 contains 17808 members 
Mstep: Class 19 contains 3146 members 
Mstep: Class 20 contains 42952 members 
Mstep: Class 21 contains 28573 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353632.000000 Penalty: 82772.992188
Iteration 112Q: 25 clusters Score -1.443536e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 156959 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 167987 members 
Mstep: Class 6 contains 61445 members 
Mstep: Class 7 contains 7047 members 
Mstep: Class 8 contains 188340 members 
Mstep: Class 9 contains 17652 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31006 members 
Mstep: Class 16 contains 173191 members 
Mstep: Class 17 contains 173552 members 
Mstep: Class 18 contains 17888 members 
Mstep: Class 19 contains 3147 members 
Mstep: Class 20 contains 42960 members 
Mstep: Class 21 contains 28590 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353696.000000 Penalty: 82772.992188
Iteration 113Q: 25 clusters Score -1.443537e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2121 members 
Mstep: Class 3 contains 156930 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 167983 members 
Mstep: Class 6 contains 61445 members 
Mstep: Class 7 contains 7047 members 
Mstep: Class 8 contains 188346 members 
Mstep: Class 9 contains 17621 members 
Mstep: Class 10 contains 2701 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 173164 members 
Mstep: Class 17 contains 173533 members 
Mstep: Class 18 contains 17973 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 42967 members 
Mstep: Class 21 contains 28602 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353872.000000 Penalty: 82772.992188
Iteration 114Q: 25 clusters Score -1.443539e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2129 members 
Mstep: Class 3 contains 156916 members 
Mstep: Class 4 contains 1097 members 
Mstep: Class 5 contains 167972 members 
Mstep: Class 6 contains 61450 members 
Mstep: Class 7 contains 7046 members 
Mstep: Class 8 contains 188341 members 
Mstep: Class 9 contains 17588 members 
Mstep: Class 10 contains 2701 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 173135 members 
Mstep: Class 17 contains 173529 members 
Mstep: Class 18 contains 18040 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 42972 members 
Mstep: Class 21 contains 28621 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353664.000000 Penalty: 82772.992188
Iteration 115Q: 25 clusters Score -1.443537e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2140 members 
Mstep: Class 3 contains 156898 members 
Mstep: Class 4 contains 1098 members 
Mstep: Class 5 contains 167965 members 
Mstep: Class 6 contains 61452 members 
Mstep: Class 7 contains 7041 members 
Mstep: Class 8 contains 188339 members 
Mstep: Class 9 contains 17564 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31000 members 
Mstep: Class 16 contains 173111 members 
Mstep: Class 17 contains 173531 members 
Mstep: Class 18 contains 18096 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 42974 members 
Mstep: Class 21 contains 28634 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353712.000000 Penalty: 82772.992188
Iteration 116Q: 25 clusters Score -1.443537e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2152 members 
Mstep: Class 3 contains 156909 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 167954 members 
Mstep: Class 6 contains 61450 members 
Mstep: Class 7 contains 7048 members 
Mstep: Class 8 contains 188320 members 
Mstep: Class 9 contains 17541 members 
Mstep: Class 10 contains 2703 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 1356 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 173070 members 
Mstep: Class 17 contains 173534 members 
Mstep: Class 18 contains 18140 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 42980 members 
Mstep: Class 21 contains 28641 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353728.000000 Penalty: 82772.992188
Iteration 117Q: 25 clusters Score -1.443537e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 156899 members 
Mstep: Class 4 contains 1106 members 
Mstep: Class 5 contains 167945 members 
Mstep: Class 6 contains 61455 members 
Mstep: Class 7 contains 7049 members 
Mstep: Class 8 contains 188300 members 
Mstep: Class 9 contains 17532 members 
Mstep: Class 10 contains 2704 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 1357 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30996 members 
Mstep: Class 16 contains 173045 members 
Mstep: Class 17 contains 173533 members 
Mstep: Class 18 contains 18174 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 42996 members 
Mstep: Class 21 contains 28653 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353776.000000 Penalty: 82772.992188
Iteration 118Q: 25 clusters Score -1.443538e+08 nChanged 288
Entering ConstructFrom: 
Score: -144353776.000000 Penalty: 82772.992188
Entering ConstructFrom: 
Trying to split cluster 1 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -786191.437500 Penalty: 2143.100098
	Iteration 0F: 2 clusters Score -786191.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -781229.437500 Penalty: 4286.200195
	Iteration 0F: 3 clusters Score -781229.4 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -782381.500000 Penalty: 4286.200195
	Iteration 1F: 3 clusters Score -782381.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -782574.437500 Penalty: 4286.200195
	Iteration 2F: 3 clusters Score -782574.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -782702.250000 Penalty: 4286.200195
	Iteration 3Q: 3 clusters Score -782702.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -782787.062500 Penalty: 4286.200195
	Iteration 4Q: 3 clusters Score -782787.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -782861.312500 Penalty: 4286.200195
	Iteration 5Q: 3 clusters Score -782861.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -782919.000000 Penalty: 4286.200195
	Iteration 6Q: 3 clusters Score -782919 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -782965.562500 Penalty: 4286.200195
	Iteration 7Q: 3 clusters Score -782965.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -783026.750000 Penalty: 4286.200195
	Iteration 8Q: 3 clusters Score -783026.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -783080.625000 Penalty: 4286.200195
	Iteration 9Q: 3 clusters Score -783080.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -783135.250000 Penalty: 4286.200195
	Iteration 10Q: 3 clusters Score -783135.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -783195.500000 Penalty: 4286.200195
	Iteration 11Q: 3 clusters Score -783195.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -783252.625000 Penalty: 4286.200195
	Iteration 12Q: 3 clusters Score -783252.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -783315.812500 Penalty: 4286.200195
	Iteration 13Q: 3 clusters Score -783315.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -783401.437500 Penalty: 4286.200195
	Iteration 14Q: 3 clusters Score -783401.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -783503.250000 Penalty: 4286.200195
	Iteration 15Q: 3 clusters Score -783503.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -783585.750000 Penalty: 4286.200195
	Iteration 16Q: 3 clusters Score -783585.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -783653.625000 Penalty: 4286.200195
	Iteration 17Q: 3 clusters Score -783653.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -783715.625000 Penalty: 4286.200195
	Iteration 18Q: 3 clusters Score -783715.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -783785.625000 Penalty: 4286.200195
	Iteration 19Q: 3 clusters Score -783785.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -783857.062500 Penalty: 4286.200195
	Iteration 20F: 3 clusters Score -783857.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -783916.500000 Penalty: 4286.200195
	Iteration 21Q: 3 clusters Score -783916.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -783968.500000 Penalty: 4286.200195
	Iteration 22Q: 3 clusters Score -783968.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -784003.562500 Penalty: 4286.200195
	Iteration 23Q: 3 clusters Score -784003.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -784037.875000 Penalty: 4286.200195
	Iteration 24Q: 3 clusters Score -784037.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -784073.062500 Penalty: 4286.200195
	Iteration 25Q: 3 clusters Score -784073.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -784115.187500 Penalty: 4286.200195
	Iteration 26Q: 3 clusters Score -784115.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -784138.000000 Penalty: 4286.200195
	Iteration 27Q: 3 clusters Score -784138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -784160.812500 Penalty: 4286.200195
	Iteration 28Q: 3 clusters Score -784160.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -784186.750000 Penalty: 4286.200195
	Iteration 29Q: 3 clusters Score -784186.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -784210.750000 Penalty: 4286.200195
	Iteration 30Q: 3 clusters Score -784210.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -784229.187500 Penalty: 4286.200195
	Iteration 31Q: 3 clusters Score -784229.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -784243.687500 Penalty: 4286.200195
	Iteration 32Q: 3 clusters Score -784243.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -784253.812500 Penalty: 4286.200195
	Iteration 33Q: 3 clusters Score -784253.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -784265.000000 Penalty: 4286.200195
	Iteration 34Q: 3 clusters Score -784265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -784276.062500 Penalty: 4286.200195
	Iteration 35Q: 3 clusters Score -784276.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -784282.687500 Penalty: 4286.200195
	Iteration 36Q: 3 clusters Score -784282.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -784287.250000 Penalty: 4286.200195
	Iteration 37Q: 3 clusters Score -784287.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -784294.625000 Penalty: 4286.200195
	Iteration 38Q: 3 clusters Score -784294.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -784302.125000 Penalty: 4286.200195
	Iteration 39Q: 3 clusters Score -784302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -784308.750000 Penalty: 4286.200195
	Iteration 40F: 3 clusters Score -784308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -784312.437500 Penalty: 4286.200195
	Iteration 41Q: 3 clusters Score -784312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -784315.875000 Penalty: 4286.200195
	Iteration 42Q: 3 clusters Score -784315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -784319.312500 Penalty: 4286.200195
	Iteration 43Q: 3 clusters Score -784319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -784320.937500 Penalty: 4286.200195
	Iteration 44Q: 3 clusters Score -784320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -784325.312500 Penalty: 4286.200195
	Iteration 45Q: 3 clusters Score -784325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -784332.875000 Penalty: 4286.200195
	Iteration 46Q: 3 clusters Score -784332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -784337.125000 Penalty: 4286.200195
	Iteration 47Q: 3 clusters Score -784337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -784340.312500 Penalty: 4286.200195
	Iteration 48Q: 3 clusters Score -784340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -784340.312500 Penalty: 4286.200195
	Iteration 49F: 3 clusters Score -784340.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -276553.875000 Penalty: 1905.369995
	Iteration 0F: 2 clusters Score -276553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -273831.875000 Penalty: 3810.739990
	Iteration 0F: 3 clusters Score -273831.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -274327.718750 Penalty: 3810.739990
	Iteration 1F: 3 clusters Score -274327.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -274457.031250 Penalty: 3810.739990
	Iteration 2F: 3 clusters Score -274457 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -274563.875000 Penalty: 3810.739990
	Iteration 3Q: 3 clusters Score -274563.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -274651.156250 Penalty: 3810.739990
	Iteration 4Q: 3 clusters Score -274651.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -274705.250000 Penalty: 3810.739990
	Iteration 5Q: 3 clusters Score -274705.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -274749.687500 Penalty: 3810.739990
	Iteration 6Q: 3 clusters Score -274749.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -274779.531250 Penalty: 3810.739990
	Iteration 7Q: 3 clusters Score -274779.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -274796.625000 Penalty: 3810.739990
	Iteration 8Q: 3 clusters Score -274796.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -274807.468750 Penalty: 3810.739990
	Iteration 9Q: 3 clusters Score -274807.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -274815.781250 Penalty: 3810.739990
	Iteration 10Q: 3 clusters Score -274815.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -274825.218750 Penalty: 3810.739990
	Iteration 11Q: 3 clusters Score -274825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -274832.875000 Penalty: 3810.739990
	Iteration 12Q: 3 clusters Score -274832.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -274839.843750 Penalty: 3810.739990
	Iteration 13Q: 3 clusters Score -274839.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -274845.031250 Penalty: 3810.739990
	Iteration 14Q: 3 clusters Score -274845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -274849.062500 Penalty: 3810.739990
	Iteration 15Q: 3 clusters Score -274849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -274852.250000 Penalty: 3810.739990
	Iteration 16Q: 3 clusters Score -274852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -274857.375000 Penalty: 3810.739990
	Iteration 17Q: 3 clusters Score -274857.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -274868.875000 Penalty: 3810.739990
	Iteration 18Q: 3 clusters Score -274868.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -274878.187500 Penalty: 3810.739990
	Iteration 19Q: 3 clusters Score -274878.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -274889.406250 Penalty: 3810.739990
	Iteration 20F: 3 clusters Score -274889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -274896.937500 Penalty: 3810.739990
	Iteration 21Q: 3 clusters Score -274896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -274901.156250 Penalty: 3810.739990
	Iteration 22Q: 3 clusters Score -274901.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -274907.218750 Penalty: 3810.739990
	Iteration 23Q: 3 clusters Score -274907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -274911.375000 Penalty: 3810.739990
	Iteration 24Q: 3 clusters Score -274911.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -274915.218750 Penalty: 3810.739990
	Iteration 25Q: 3 clusters Score -274915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -274920.406250 Penalty: 3810.739990
	Iteration 26Q: 3 clusters Score -274920.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -274928.312500 Penalty: 3810.739990
	Iteration 27Q: 3 clusters Score -274928.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -274936.875000 Penalty: 3810.739990
	Iteration 28Q: 3 clusters Score -274936.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -274946.343750 Penalty: 3810.739990
	Iteration 29Q: 3 clusters Score -274946.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -274955.218750 Penalty: 3810.739990
	Iteration 30Q: 3 clusters Score -274955.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -274963.031250 Penalty: 3810.739990
	Iteration 31Q: 3 clusters Score -274963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -274970.281250 Penalty: 3810.739990
	Iteration 32Q: 3 clusters Score -274970.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -274973.875000 Penalty: 3810.739990
	Iteration 33Q: 3 clusters Score -274973.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -274979.562500 Penalty: 3810.739990
	Iteration 34Q: 3 clusters Score -274979.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -274984.000000 Penalty: 3810.739990
	Iteration 35Q: 3 clusters Score -274984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -274988.875000 Penalty: 3810.739990
	Iteration 36Q: 3 clusters Score -274988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -274991.625000 Penalty: 3810.739990
	Iteration 37Q: 3 clusters Score -274991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -274993.968750 Penalty: 3810.739990
	Iteration 38Q: 3 clusters Score -274994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -274998.531250 Penalty: 3810.739990
	Iteration 39Q: 3 clusters Score -274998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -275002.500000 Penalty: 3810.739990
	Iteration 40F: 3 clusters Score -275002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -275005.531250 Penalty: 3810.739990
	Iteration 41Q: 3 clusters Score -275005.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -275009.843750 Penalty: 3810.739990
	Iteration 42Q: 3 clusters Score -275009.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -275017.750000 Penalty: 3810.739990
	Iteration 43Q: 3 clusters Score -275017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -275021.468750 Penalty: 3810.739990
	Iteration 44Q: 3 clusters Score -275021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -275023.093750 Penalty: 3810.739990
	Iteration 45Q: 3 clusters Score -275023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -275023.968750 Penalty: 3810.739990
	Iteration 46Q: 3 clusters Score -275024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -275024.656250 Penalty: 3810.739990
	Iteration 47Q: 3 clusters Score -275024.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -275024.656250 Penalty: 3810.739990
	Iteration 48F: 3 clusters Score -275024.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (156901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156901 members 
Entering Unmasked Estep 
Score: -21045006.000000 Penalty: 2966.915771
	Iteration 0F: 2 clusters Score -2.104501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 78129 members 
Entering Unmasked Estep 
Score: -20940618.000000 Penalty: 5933.831543
	Iteration 0F: 3 clusters Score -2.094062e+07 nChanged 75112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -20984630.000000 Penalty: 5933.831543
	Iteration 1F: 3 clusters Score -2.098463e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88896 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -20986228.000000 Penalty: 5933.831543
	Iteration 2Q: 3 clusters Score -2.098623e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -20988992.000000 Penalty: 5933.831543
	Iteration 3Q: 3 clusters Score -2.098899e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103832 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -20994306.000000 Penalty: 5933.831543
	Iteration 4F: 3 clusters Score -2.099431e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116022 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -21003420.000000 Penalty: 5933.831543
	Iteration 5F: 3 clusters Score -2.100342e+07 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130172 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -21016196.000000 Penalty: 5933.831543
	Iteration 6F: 3 clusters Score -2.10162e+07 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143346 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -21029526.000000 Penalty: 5933.831543
	Iteration 7F: 3 clusters Score -2.102953e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -21037538.000000 Penalty: 5933.831543
	Iteration 8F: 3 clusters Score -2.103754e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155139 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -21040868.000000 Penalty: 5933.831543
	Iteration 9Q: 3 clusters Score -2.104087e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156246 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21041804.000000 Penalty: 5933.831543
	Iteration 10Q: 3 clusters Score -2.10418e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156552 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21042200.000000 Penalty: 5933.831543
	Iteration 11Q: 3 clusters Score -2.10422e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156628 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21042290.000000 Penalty: 5933.831543
	Iteration 12Q: 3 clusters Score -2.104229e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21042322.000000 Penalty: 5933.831543
	Iteration 13Q: 3 clusters Score -2.104232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156669 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21042344.000000 Penalty: 5933.831543
	Iteration 14Q: 3 clusters Score -2.104234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156678 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21042348.000000 Penalty: 5933.831543
	Iteration 15Q: 3 clusters Score -2.104235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156684 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21042370.000000 Penalty: 5933.831543
	Iteration 16Q: 3 clusters Score -2.104237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156687 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21042388.000000 Penalty: 5933.831543
	Iteration 17Q: 3 clusters Score -2.104239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21042388.000000 Penalty: 5933.831543
	Iteration 18Q: 3 clusters Score -2.104239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156695 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21042402.000000 Penalty: 5933.831543
	Iteration 19Q: 3 clusters Score -2.10424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156695 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21042398.000000 Penalty: 5933.831543
	Iteration 20F: 3 clusters Score -2.10424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156695 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21042398.000000 Penalty: 5933.831543
	Iteration 21Q: 3 clusters Score -2.10424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156695 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21042398.000000 Penalty: 5933.831543
	Iteration 22F: 3 clusters Score -2.10424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -144463.687500 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -144463.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142437.015625 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -142437 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -142726.000000 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -142726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -142822.843750 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -142822.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -142864.031250 Penalty: 3477.562012
	Iteration 3Q: 3 clusters Score -142864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -142896.250000 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -142896.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -142917.562500 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -142917.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -142931.140625 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -142931.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -142939.828125 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -142939.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142946.468750 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -142946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142957.546875 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -142957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142964.359375 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -142964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -142968.640625 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -142968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142971.687500 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -142971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -142972.312500 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -142972.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -142972.312500 Penalty: 3477.562012
	Iteration 14F: 3 clusters Score -142972.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (167932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167932 members 
Entering Unmasked Estep 
Score: -22533602.000000 Penalty: 2983.766113
	Iteration 0F: 2 clusters Score -2.25336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -22422416.000000 Penalty: 5967.532227
	Iteration 0F: 3 clusters Score -2.242242e+07 nChanged 80452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -22469272.000000 Penalty: 5967.532227
	Iteration 1F: 3 clusters Score -2.246927e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -22470828.000000 Penalty: 5967.532227
	Iteration 2Q: 3 clusters Score -2.247083e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -22473136.000000 Penalty: 5967.532227
	Iteration 3Q: 3 clusters Score -2.247314e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -22476816.000000 Penalty: 5967.532227
	Iteration 4Q: 3 clusters Score -2.247682e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -22483102.000000 Penalty: 5967.532227
	Iteration 5F: 3 clusters Score -2.24831e+07 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117819 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -22492936.000000 Penalty: 5967.532227
	Iteration 6F: 3 clusters Score -2.249294e+07 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129929 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -22505314.000000 Penalty: 5967.532227
	Iteration 7F: 3 clusters Score -2.250531e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140021 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -22516528.000000 Penalty: 5967.532227
	Iteration 8F: 3 clusters Score -2.251653e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146108 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -22523294.000000 Penalty: 5967.532227
	Iteration 9Q: 3 clusters Score -2.252329e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149301 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -22526626.000000 Penalty: 5967.532227
	Iteration 10Q: 3 clusters Score -2.252663e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151493 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -22528098.000000 Penalty: 5967.532227
	Iteration 11Q: 3 clusters Score -2.25281e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153240 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -22528908.000000 Penalty: 5967.532227
	Iteration 12Q: 3 clusters Score -2.252891e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -22529492.000000 Penalty: 5967.532227
	Iteration 13Q: 3 clusters Score -2.252949e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155978 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -22530018.000000 Penalty: 5967.532227
	Iteration 14Q: 3 clusters Score -2.253002e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157083 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -22530394.000000 Penalty: 5967.532227
	Iteration 15Q: 3 clusters Score -2.253039e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158064 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -22530658.000000 Penalty: 5967.532227
	Iteration 16Q: 3 clusters Score -2.253066e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158932 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -22530884.000000 Penalty: 5967.532227
	Iteration 17Q: 3 clusters Score -2.253088e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159669 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -22531004.000000 Penalty: 5967.532227
	Iteration 18Q: 3 clusters Score -2.2531e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160310 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -22531130.000000 Penalty: 5967.532227
	Iteration 19Q: 3 clusters Score -2.253113e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160884 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -22531220.000000 Penalty: 5967.532227
	Iteration 20F: 3 clusters Score -2.253122e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161437 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -22531394.000000 Penalty: 5967.532227
	Iteration 21Q: 3 clusters Score -2.253139e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161971 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -22531572.000000 Penalty: 5967.532227
	Iteration 22Q: 3 clusters Score -2.253157e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162411 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -22531716.000000 Penalty: 5967.532227
	Iteration 23Q: 3 clusters Score -2.253172e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162780 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -22531808.000000 Penalty: 5967.532227
	Iteration 24Q: 3 clusters Score -2.253181e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163101 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -22531808.000000 Penalty: 5967.532227
	Iteration 25Q: 3 clusters Score -2.253181e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -22531870.000000 Penalty: 5967.532227
	Iteration 26Q: 3 clusters Score -2.253187e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163611 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -22531940.000000 Penalty: 5967.532227
	Iteration 27Q: 3 clusters Score -2.253194e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163801 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -22531988.000000 Penalty: 5967.532227
	Iteration 28Q: 3 clusters Score -2.253199e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163973 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -22531960.000000 Penalty: 5967.532227
	Iteration 29Q: 3 clusters Score -2.253196e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164101 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -22531996.000000 Penalty: 5967.532227
	Iteration 30Q: 3 clusters Score -2.2532e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164224 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -22531966.000000 Penalty: 5967.532227
	Iteration 31Q: 3 clusters Score -2.253197e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164323 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -22532018.000000 Penalty: 5967.532227
	Iteration 32Q: 3 clusters Score -2.253202e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164431 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -22532008.000000 Penalty: 5967.532227
	Iteration 33Q: 3 clusters Score -2.253201e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164509 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -22532000.000000 Penalty: 5967.532227
	Iteration 34Q: 3 clusters Score -2.2532e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164579 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -22532018.000000 Penalty: 5967.532227
	Iteration 35Q: 3 clusters Score -2.253202e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164621 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -22531994.000000 Penalty: 5967.532227
	Iteration 36Q: 3 clusters Score -2.253199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164655 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -22531982.000000 Penalty: 5967.532227
	Iteration 37Q: 3 clusters Score -2.253198e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164689 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -22531996.000000 Penalty: 5967.532227
	Iteration 38Q: 3 clusters Score -2.2532e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164728 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -22532030.000000 Penalty: 5967.532227
	Iteration 39Q: 3 clusters Score -2.253203e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164761 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -22532036.000000 Penalty: 5967.532227
	Iteration 40F: 3 clusters Score -2.253204e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164786 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -22532022.000000 Penalty: 5967.532227
	Iteration 41Q: 3 clusters Score -2.253202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164804 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -22532030.000000 Penalty: 5967.532227
	Iteration 42Q: 3 clusters Score -2.253203e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164828 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -22532048.000000 Penalty: 5967.532227
	Iteration 43Q: 3 clusters Score -2.253205e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164858 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -22532034.000000 Penalty: 5967.532227
	Iteration 44Q: 3 clusters Score -2.253203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164887 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -22532040.000000 Penalty: 5967.532227
	Iteration 45Q: 3 clusters Score -2.253204e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164922 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -22532042.000000 Penalty: 5967.532227
	Iteration 46Q: 3 clusters Score -2.253204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164968 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -22532016.000000 Penalty: 5967.532227
	Iteration 47Q: 3 clusters Score -2.253202e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165007 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -22532020.000000 Penalty: 5967.532227
	Iteration 48Q: 3 clusters Score -2.253202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165030 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -22532038.000000 Penalty: 5967.532227
	Iteration 49Q: 3 clusters Score -2.253204e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165058 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -22532048.000000 Penalty: 5967.532227
	Iteration 50Q: 3 clusters Score -2.253205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165081 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -22532026.000000 Penalty: 5967.532227
	Iteration 51Q: 3 clusters Score -2.253203e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165103 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -22532016.000000 Penalty: 5967.532227
	Iteration 52Q: 3 clusters Score -2.253202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165128 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -22532014.000000 Penalty: 5967.532227
	Iteration 53Q: 3 clusters Score -2.253201e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165153 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -22532010.000000 Penalty: 5967.532227
	Iteration 54Q: 3 clusters Score -2.253201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165174 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -22532024.000000 Penalty: 5967.532227
	Iteration 55Q: 3 clusters Score -2.253202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -22532000.000000 Penalty: 5967.532227
	Iteration 56Q: 3 clusters Score -2.2532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165197 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -22532002.000000 Penalty: 5967.532227
	Iteration 57Q: 3 clusters Score -2.2532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165204 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -22532014.000000 Penalty: 5967.532227
	Iteration 58Q: 3 clusters Score -2.253201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165213 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -22532002.000000 Penalty: 5967.532227
	Iteration 59Q: 3 clusters Score -2.2532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165222 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -22532016.000000 Penalty: 5967.532227
	Iteration 60F: 3 clusters Score -2.253202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165231 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -22532032.000000 Penalty: 5967.532227
	Iteration 61Q: 3 clusters Score -2.253203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165241 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -22532006.000000 Penalty: 5967.532227
	Iteration 62Q: 3 clusters Score -2.253201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165251 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -22531990.000000 Penalty: 5967.532227
	Iteration 63Q: 3 clusters Score -2.253199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165255 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22532010.000000 Penalty: 5967.532227
	Iteration 64Q: 3 clusters Score -2.253201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165258 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -22532004.000000 Penalty: 5967.532227
	Iteration 65Q: 3 clusters Score -2.2532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165264 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -22532012.000000 Penalty: 5967.532227
	Iteration 66Q: 3 clusters Score -2.253201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165270 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -22532010.000000 Penalty: 5967.532227
	Iteration 67Q: 3 clusters Score -2.253201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165278 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -22532016.000000 Penalty: 5967.532227
	Iteration 68Q: 3 clusters Score -2.253202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165288 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -22532034.000000 Penalty: 5967.532227
	Iteration 69Q: 3 clusters Score -2.253203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165293 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -22532036.000000 Penalty: 5967.532227
	Iteration 70Q: 3 clusters Score -2.253204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165296 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -22532030.000000 Penalty: 5967.532227
	Iteration 71Q: 3 clusters Score -2.253203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165301 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -22532020.000000 Penalty: 5967.532227
	Iteration 72Q: 3 clusters Score -2.253202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165303 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -22532032.000000 Penalty: 5967.532227
	Iteration 73Q: 3 clusters Score -2.253203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165308 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -22532016.000000 Penalty: 5967.532227
	Iteration 74Q: 3 clusters Score -2.253202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165315 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -22532014.000000 Penalty: 5967.532227
	Iteration 75Q: 3 clusters Score -2.253201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165323 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -22532008.000000 Penalty: 5967.532227
	Iteration 76Q: 3 clusters Score -2.253201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -22531978.000000 Penalty: 5967.532227
	Iteration 77Q: 3 clusters Score -2.253198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165332 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -22531988.000000 Penalty: 5967.532227
	Iteration 78Q: 3 clusters Score -2.253199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165338 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -22532002.000000 Penalty: 5967.532227
	Iteration 79Q: 3 clusters Score -2.2532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165339 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -22532006.000000 Penalty: 5967.532227
	Iteration 80F: 3 clusters Score -2.253201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -22531998.000000 Penalty: 5967.532227
	Iteration 81Q: 3 clusters Score -2.2532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165342 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -22531994.000000 Penalty: 5967.532227
	Iteration 82Q: 3 clusters Score -2.253199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165342 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -22531994.000000 Penalty: 5967.532227
	Iteration 83F: 3 clusters Score -2.253199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Entering Unmasked Estep 
Score: -8333844.500000 Penalty: 2734.446777
	Iteration 0F: 2 clusters Score -8333844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -8292684.500000 Penalty: 5468.893555
	Iteration 0F: 3 clusters Score -8292684 nChanged 28492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -8308969.000000 Penalty: 5468.893555
	Iteration 1F: 3 clusters Score -8308969 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -8309883.000000 Penalty: 5468.893555
	Iteration 2Q: 3 clusters Score -8309883 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -8311224.500000 Penalty: 5468.893555
	Iteration 3Q: 3 clusters Score -8311224 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -8313315.500000 Penalty: 5468.893555
	Iteration 4F: 3 clusters Score -8313316 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8316425.000000 Penalty: 5468.893555
	Iteration 5F: 3 clusters Score -8316425 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -8320841.500000 Penalty: 5468.893555
	Iteration 6F: 3 clusters Score -8320842 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -8325199.000000 Penalty: 5468.893555
	Iteration 7F: 3 clusters Score -8325199 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -8328238.000000 Penalty: 5468.893555
	Iteration 8F: 3 clusters Score -8328238 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -8329994.000000 Penalty: 5468.893555
	Iteration 9Q: 3 clusters Score -8329994 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -8330819.000000 Penalty: 5468.893555
	Iteration 10Q: 3 clusters Score -8330819 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -8331149.000000 Penalty: 5468.893555
	Iteration 11Q: 3 clusters Score -8331149 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -8331287.000000 Penalty: 5468.893555
	Iteration 12Q: 3 clusters Score -8331287 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -8331349.000000 Penalty: 5468.893555
	Iteration 13Q: 3 clusters Score -8331349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -8331398.500000 Penalty: 5468.893555
	Iteration 14Q: 3 clusters Score -8331398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -8331436.500000 Penalty: 5468.893555
	Iteration 15Q: 3 clusters Score -8331436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -8331461.000000 Penalty: 5468.893555
	Iteration 16Q: 3 clusters Score -8331461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -8331475.000000 Penalty: 5468.893555
	Iteration 17Q: 3 clusters Score -8331475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 61118 members 
Entering Unmasked Estep 
Score: -8331486.500000 Penalty: 5468.893555
	Iteration 18Q: 3 clusters Score -8331486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -8331497.000000 Penalty: 5468.893555
	Iteration 19Q: 3 clusters Score -8331497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -8331511.000000 Penalty: 5468.893555
	Iteration 20F: 3 clusters Score -8331511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -8331515.000000 Penalty: 5468.893555
	Iteration 21Q: 3 clusters Score -8331515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -8331523.500000 Penalty: 5468.893555
	Iteration 22Q: 3 clusters Score -8331524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -8331527.000000 Penalty: 5468.893555
	Iteration 23Q: 3 clusters Score -8331527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -8331534.500000 Penalty: 5468.893555
	Iteration 24Q: 3 clusters Score -8331534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -8331531.500000 Penalty: 5468.893555
	Iteration 25Q: 3 clusters Score -8331532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -8331549.500000 Penalty: 5468.893555
	Iteration 26Q: 3 clusters Score -8331550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -8331551.500000 Penalty: 5468.893555
	Iteration 27Q: 3 clusters Score -8331552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -8331563.000000 Penalty: 5468.893555
	Iteration 28Q: 3 clusters Score -8331563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -8331560.500000 Penalty: 5468.893555
	Iteration 29Q: 3 clusters Score -8331560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -8331566.000000 Penalty: 5468.893555
	Iteration 30Q: 3 clusters Score -8331566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -8331565.500000 Penalty: 5468.893555
	Iteration 31Q: 3 clusters Score -8331566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -8331570.500000 Penalty: 5468.893555
	Iteration 32Q: 3 clusters Score -8331570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -8331571.000000 Penalty: 5468.893555
	Iteration 33Q: 3 clusters Score -8331571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -8331569.500000 Penalty: 5468.893555
	Iteration 34Q: 3 clusters Score -8331570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -8331572.000000 Penalty: 5468.893555
	Iteration 35Q: 3 clusters Score -8331572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -8331578.000000 Penalty: 5468.893555
	Iteration 36Q: 3 clusters Score -8331578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -8331578.000000 Penalty: 5468.893555
	Iteration 37Q: 3 clusters Score -8331578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -8331578.000000 Penalty: 5468.893555
	Iteration 38F: 3 clusters Score -8331578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Entering Unmasked Estep 
Score: -889384.562500 Penalty: 2197.333252
	Iteration 0F: 2 clusters Score -889384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -883613.375000 Penalty: 4394.666504
	Iteration 0F: 3 clusters Score -883613.4 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -885218.750000 Penalty: 4394.666504
	Iteration 1F: 3 clusters Score -885218.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -885634.062500 Penalty: 4394.666504
	Iteration 2F: 3 clusters Score -885634.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -886106.937500 Penalty: 4394.666504
	Iteration 3F: 3 clusters Score -886106.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -886572.312500 Penalty: 4394.666504
	Iteration 4F: 3 clusters Score -886572.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -886986.000000 Penalty: 4394.666504
	Iteration 5F: 3 clusters Score -886986 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -887339.812500 Penalty: 4394.666504
	Iteration 6F: 3 clusters Score -887339.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -887640.562500 Penalty: 4394.666504
	Iteration 7F: 3 clusters Score -887640.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -887892.375000 Penalty: 4394.666504
	Iteration 8Q: 3 clusters Score -887892.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -888101.500000 Penalty: 4394.666504
	Iteration 9Q: 3 clusters Score -888101.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -888263.562500 Penalty: 4394.666504
	Iteration 10Q: 3 clusters Score -888263.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -888381.187500 Penalty: 4394.666504
	Iteration 11Q: 3 clusters Score -888381.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -888462.500000 Penalty: 4394.666504
	Iteration 12Q: 3 clusters Score -888462.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -888518.062500 Penalty: 4394.666504
	Iteration 13Q: 3 clusters Score -888518.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -888557.062500 Penalty: 4394.666504
	Iteration 14Q: 3 clusters Score -888557.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -888587.125000 Penalty: 4394.666504
	Iteration 15Q: 3 clusters Score -888587.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -888627.812500 Penalty: 4394.666504
	Iteration 16Q: 3 clusters Score -888627.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -888672.062500 Penalty: 4394.666504
	Iteration 17Q: 3 clusters Score -888672.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -888721.500000 Penalty: 4394.666504
	Iteration 18Q: 3 clusters Score -888721.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -888808.312500 Penalty: 4394.666504
	Iteration 19Q: 3 clusters Score -888808.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -888939.125000 Penalty: 4394.666504
	Iteration 20F: 3 clusters Score -888939.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -889038.750000 Penalty: 4394.666504
	Iteration 21Q: 3 clusters Score -889038.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -889069.562500 Penalty: 4394.666504
	Iteration 22Q: 3 clusters Score -889069.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -889093.375000 Penalty: 4394.666504
	Iteration 23Q: 3 clusters Score -889093.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -889104.875000 Penalty: 4394.666504
	Iteration 24Q: 3 clusters Score -889104.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -889107.625000 Penalty: 4394.666504
	Iteration 25Q: 3 clusters Score -889107.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -889111.562500 Penalty: 4394.666504
	Iteration 26Q: 3 clusters Score -889111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -889112.750000 Penalty: 4394.666504
	Iteration 27Q: 3 clusters Score -889112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -889115.875000 Penalty: 4394.666504
	Iteration 28Q: 3 clusters Score -889115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -889118.250000 Penalty: 4394.666504
	Iteration 29Q: 3 clusters Score -889118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -889118.187500 Penalty: 4394.666504
	Iteration 30Q: 3 clusters Score -889118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -889118.187500 Penalty: 4394.666504
	Iteration 31F: 3 clusters Score -889118.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (188270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188270 members 
Entering Unmasked Estep 
Score: -25174202.000000 Penalty: 3012.116943
	Iteration 0F: 2 clusters Score -2.51742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -25053280.000000 Penalty: 6024.233887
	Iteration 0F: 3 clusters Score -2.505328e+07 nChanged 90542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 94691 members 
Entering Unmasked Estep 
Score: -25106478.000000 Penalty: 6024.233887
	Iteration 1F: 3 clusters Score -2.510648e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93121 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -25107928.000000 Penalty: 6024.233887
	Iteration 2Q: 3 clusters Score -2.510793e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -25109902.000000 Penalty: 6024.233887
	Iteration 3Q: 3 clusters Score -2.51099e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -25112680.000000 Penalty: 6024.233887
	Iteration 4Q: 3 clusters Score -2.511268e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89538 members 
Mstep: Class 2 contains 98732 members 
Entering Unmasked Estep 
Score: -25116422.000000 Penalty: 6024.233887
	Iteration 5Q: 3 clusters Score -2.511642e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
Score: -25122150.000000 Penalty: 6024.233887
	Iteration 6F: 3 clusters Score -2.512215e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -25128558.000000 Penalty: 6024.233887
	Iteration 7F: 3 clusters Score -2.512856e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 108726 members 
Entering Unmasked Estep 
Score: -25136148.000000 Penalty: 6024.233887
	Iteration 8F: 3 clusters Score -2.513615e+07 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 113267 members 
Entering Unmasked Estep 
Score: -25144774.000000 Penalty: 6024.233887
	Iteration 9F: 3 clusters Score -2.514477e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 117504 members 
Entering Unmasked Estep 
Score: -25151490.000000 Penalty: 6024.233887
	Iteration 10F: 3 clusters Score -2.515149e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 121251 members 
Entering Unmasked Estep 
Score: -25155816.000000 Penalty: 6024.233887
	Iteration 11Q: 3 clusters Score -2.515582e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -25157910.000000 Penalty: 6024.233887
	Iteration 12Q: 3 clusters Score -2.515791e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -25159424.000000 Penalty: 6024.233887
	Iteration 13Q: 3 clusters Score -2.515942e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 131775 members 
Entering Unmasked Estep 
Score: -25160742.000000 Penalty: 6024.233887
	Iteration 14Q: 3 clusters Score -2.516074e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 135238 members 
Entering Unmasked Estep 
Score: -25162348.000000 Penalty: 6024.233887
	Iteration 15Q: 3 clusters Score -2.516235e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 138627 members 
Entering Unmasked Estep 
Score: -25163558.000000 Penalty: 6024.233887
	Iteration 16Q: 3 clusters Score -2.516356e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 141984 members 
Entering Unmasked Estep 
Score: -25165098.000000 Penalty: 6024.233887
	Iteration 17Q: 3 clusters Score -2.51651e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 145170 members 
Entering Unmasked Estep 
Score: -25166302.000000 Penalty: 6024.233887
	Iteration 18Q: 3 clusters Score -2.51663e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 148234 members 
Entering Unmasked Estep 
Score: -25167484.000000 Penalty: 6024.233887
	Iteration 19Q: 3 clusters Score -2.516748e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 151079 members 
Entering Unmasked Estep 
Score: -25168820.000000 Penalty: 6024.233887
	Iteration 20F: 3 clusters Score -2.516882e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 153676 members 
Entering Unmasked Estep 
Score: -25169684.000000 Penalty: 6024.233887
	Iteration 21Q: 3 clusters Score -2.516968e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 155980 members 
Entering Unmasked Estep 
Score: -25170554.000000 Penalty: 6024.233887
	Iteration 22Q: 3 clusters Score -2.517055e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 158216 members 
Entering Unmasked Estep 
Score: -25171388.000000 Penalty: 6024.233887
	Iteration 23Q: 3 clusters Score -2.517139e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 160355 members 
Entering Unmasked Estep 
Score: -25171886.000000 Penalty: 6024.233887
	Iteration 24Q: 3 clusters Score -2.517189e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 162339 members 
Entering Unmasked Estep 
Score: -25172150.000000 Penalty: 6024.233887
	Iteration 25Q: 3 clusters Score -2.517215e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 164196 members 
Entering Unmasked Estep 
Score: -25172472.000000 Penalty: 6024.233887
	Iteration 26Q: 3 clusters Score -2.517247e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 165896 members 
Entering Unmasked Estep 
Score: -25172780.000000 Penalty: 6024.233887
	Iteration 27Q: 3 clusters Score -2.517278e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 167417 members 
Entering Unmasked Estep 
Score: -25172796.000000 Penalty: 6024.233887
	Iteration 28Q: 3 clusters Score -2.51728e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 168761 members 
Entering Unmasked Estep 
Score: -25172784.000000 Penalty: 6024.233887
	Iteration 29Q: 3 clusters Score -2.517278e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -25172858.000000 Penalty: 6024.233887
	Iteration 30Q: 3 clusters Score -2.517286e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 171236 members 
Entering Unmasked Estep 
Score: -25172976.000000 Penalty: 6024.233887
	Iteration 31Q: 3 clusters Score -2.517298e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 172291 members 
Entering Unmasked Estep 
Score: -25172930.000000 Penalty: 6024.233887
	Iteration 32Q: 3 clusters Score -2.517293e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 173218 members 
Entering Unmasked Estep 
Score: -25172848.000000 Penalty: 6024.233887
	Iteration 33Q: 3 clusters Score -2.517285e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 174058 members 
Entering Unmasked Estep 
Score: -25172856.000000 Penalty: 6024.233887
	Iteration 34Q: 3 clusters Score -2.517286e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 174860 members 
Entering Unmasked Estep 
Score: -25172894.000000 Penalty: 6024.233887
	Iteration 35Q: 3 clusters Score -2.517289e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 175603 members 
Entering Unmasked Estep 
Score: -25172904.000000 Penalty: 6024.233887
	Iteration 36Q: 3 clusters Score -2.51729e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 176273 members 
Entering Unmasked Estep 
Score: -25172960.000000 Penalty: 6024.233887
	Iteration 37Q: 3 clusters Score -2.517296e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 176855 members 
Entering Unmasked Estep 
Score: -25172938.000000 Penalty: 6024.233887
	Iteration 38Q: 3 clusters Score -2.517294e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 177388 members 
Entering Unmasked Estep 
Score: -25172892.000000 Penalty: 6024.233887
	Iteration 39Q: 3 clusters Score -2.517289e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 177903 members 
Entering Unmasked Estep 
Score: -25172780.000000 Penalty: 6024.233887
	Iteration 40F: 3 clusters Score -2.517278e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 178374 members 
Entering Unmasked Estep 
Score: -25172744.000000 Penalty: 6024.233887
	Iteration 41Q: 3 clusters Score -2.517274e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 178830 members 
Entering Unmasked Estep 
Score: -25172746.000000 Penalty: 6024.233887
	Iteration 42Q: 3 clusters Score -2.517275e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 179235 members 
Entering Unmasked Estep 
Score: -25172816.000000 Penalty: 6024.233887
	Iteration 43Q: 3 clusters Score -2.517282e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 179632 members 
Entering Unmasked Estep 
Score: -25172738.000000 Penalty: 6024.233887
	Iteration 44Q: 3 clusters Score -2.517274e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 179981 members 
Entering Unmasked Estep 
Score: -25172770.000000 Penalty: 6024.233887
	Iteration 45Q: 3 clusters Score -2.517277e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 180292 members 
Entering Unmasked Estep 
Score: -25172782.000000 Penalty: 6024.233887
	Iteration 46Q: 3 clusters Score -2.517278e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 180596 members 
Entering Unmasked Estep 
Score: -25172790.000000 Penalty: 6024.233887
	Iteration 47Q: 3 clusters Score -2.517279e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 180880 members 
Entering Unmasked Estep 
Score: -25172766.000000 Penalty: 6024.233887
	Iteration 48Q: 3 clusters Score -2.517277e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 181146 members 
Entering Unmasked Estep 
Score: -25172712.000000 Penalty: 6024.233887
	Iteration 49Q: 3 clusters Score -2.517271e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 181392 members 
Entering Unmasked Estep 
Score: -25172708.000000 Penalty: 6024.233887
	Iteration 50Q: 3 clusters Score -2.517271e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 181633 members 
Entering Unmasked Estep 
Score: -25172684.000000 Penalty: 6024.233887
	Iteration 51Q: 3 clusters Score -2.517268e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 181861 members 
Entering Unmasked Estep 
Score: -25172652.000000 Penalty: 6024.233887
	Iteration 52Q: 3 clusters Score -2.517265e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 182086 members 
Entering Unmasked Estep 
Score: -25172622.000000 Penalty: 6024.233887
	Iteration 53Q: 3 clusters Score -2.517262e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 182295 members 
Entering Unmasked Estep 
Score: -25172550.000000 Penalty: 6024.233887
	Iteration 54Q: 3 clusters Score -2.517255e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 182488 members 
Entering Unmasked Estep 
Score: -25172484.000000 Penalty: 6024.233887
	Iteration 55Q: 3 clusters Score -2.517248e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 182657 members 
Entering Unmasked Estep 
Score: -25172498.000000 Penalty: 6024.233887
	Iteration 56Q: 3 clusters Score -2.51725e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 182820 members 
Entering Unmasked Estep 
Score: -25172468.000000 Penalty: 6024.233887
	Iteration 57Q: 3 clusters Score -2.517247e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 183001 members 
Entering Unmasked Estep 
Score: -25172384.000000 Penalty: 6024.233887
	Iteration 58Q: 3 clusters Score -2.517238e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 183161 members 
Entering Unmasked Estep 
Score: -25172384.000000 Penalty: 6024.233887
	Iteration 59Q: 3 clusters Score -2.517238e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 183293 members 
Entering Unmasked Estep 
Score: -25172460.000000 Penalty: 6024.233887
	Iteration 60F: 3 clusters Score -2.517246e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 183425 members 
Entering Unmasked Estep 
Score: -25172432.000000 Penalty: 6024.233887
	Iteration 61Q: 3 clusters Score -2.517243e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 183551 members 
Entering Unmasked Estep 
Score: -25172416.000000 Penalty: 6024.233887
	Iteration 62Q: 3 clusters Score -2.517242e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 183655 members 
Entering Unmasked Estep 
Score: -25172434.000000 Penalty: 6024.233887
	Iteration 63Q: 3 clusters Score -2.517243e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 183764 members 
Entering Unmasked Estep 
Score: -25172428.000000 Penalty: 6024.233887
	Iteration 64Q: 3 clusters Score -2.517243e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 183873 members 
Entering Unmasked Estep 
Score: -25172396.000000 Penalty: 6024.233887
	Iteration 65Q: 3 clusters Score -2.51724e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 183973 members 
Entering Unmasked Estep 
Score: -25172410.000000 Penalty: 6024.233887
	Iteration 66Q: 3 clusters Score -2.517241e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 184054 members 
Entering Unmasked Estep 
Score: -25172386.000000 Penalty: 6024.233887
	Iteration 67Q: 3 clusters Score -2.517239e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 184145 members 
Entering Unmasked Estep 
Score: -25172408.000000 Penalty: 6024.233887
	Iteration 68Q: 3 clusters Score -2.517241e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 184249 members 
Entering Unmasked Estep 
Score: -25172362.000000 Penalty: 6024.233887
	Iteration 69Q: 3 clusters Score -2.517236e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 184344 members 
Entering Unmasked Estep 
Score: -25172340.000000 Penalty: 6024.233887
	Iteration 70Q: 3 clusters Score -2.517234e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 184437 members 
Entering Unmasked Estep 
Score: -25172376.000000 Penalty: 6024.233887
	Iteration 71Q: 3 clusters Score -2.517238e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 184528 members 
Entering Unmasked Estep 
Score: -25172382.000000 Penalty: 6024.233887
	Iteration 72Q: 3 clusters Score -2.517238e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 184616 members 
Entering Unmasked Estep 
Score: -25172396.000000 Penalty: 6024.233887
	Iteration 73Q: 3 clusters Score -2.51724e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 184687 members 
Entering Unmasked Estep 
Score: -25172382.000000 Penalty: 6024.233887
	Iteration 74Q: 3 clusters Score -2.517238e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 184750 members 
Entering Unmasked Estep 
Score: -25172346.000000 Penalty: 6024.233887
	Iteration 75Q: 3 clusters Score -2.517235e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 184824 members 
Entering Unmasked Estep 
Score: -25172358.000000 Penalty: 6024.233887
	Iteration 76Q: 3 clusters Score -2.517236e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 184881 members 
Entering Unmasked Estep 
Score: -25172364.000000 Penalty: 6024.233887
	Iteration 77Q: 3 clusters Score -2.517236e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 184934 members 
Entering Unmasked Estep 
Score: -25172380.000000 Penalty: 6024.233887
	Iteration 78Q: 3 clusters Score -2.517238e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 184981 members 
Entering Unmasked Estep 
Score: -25172376.000000 Penalty: 6024.233887
	Iteration 79Q: 3 clusters Score -2.517238e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 185025 members 
Entering Unmasked Estep 
Score: -25172348.000000 Penalty: 6024.233887
	Iteration 80F: 3 clusters Score -2.517235e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 185068 members 
Entering Unmasked Estep 
Score: -25172370.000000 Penalty: 6024.233887
	Iteration 81Q: 3 clusters Score -2.517237e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 185102 members 
Entering Unmasked Estep 
Score: -25172350.000000 Penalty: 6024.233887
	Iteration 82Q: 3 clusters Score -2.517235e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 185133 members 
Entering Unmasked Estep 
Score: -25172370.000000 Penalty: 6024.233887
	Iteration 83Q: 3 clusters Score -2.517237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 185159 members 
Entering Unmasked Estep 
Score: -25172370.000000 Penalty: 6024.233887
	Iteration 84Q: 3 clusters Score -2.517237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 185181 members 
Entering Unmasked Estep 
Score: -25172378.000000 Penalty: 6024.233887
	Iteration 85Q: 3 clusters Score -2.517238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 185202 members 
Entering Unmasked Estep 
Score: -25172364.000000 Penalty: 6024.233887
	Iteration 86Q: 3 clusters Score -2.517236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 185214 members 
Entering Unmasked Estep 
Score: -25172354.000000 Penalty: 6024.233887
	Iteration 87Q: 3 clusters Score -2.517235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 185225 members 
Entering Unmasked Estep 
Score: -25172346.000000 Penalty: 6024.233887
	Iteration 88Q: 3 clusters Score -2.517235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 185237 members 
Entering Unmasked Estep 
Score: -25172360.000000 Penalty: 6024.233887
	Iteration 89Q: 3 clusters Score -2.517236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 185250 members 
Entering Unmasked Estep 
Score: -25172374.000000 Penalty: 6024.233887
	Iteration 90Q: 3 clusters Score -2.517237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 185265 members 
Entering Unmasked Estep 
Score: -25172364.000000 Penalty: 6024.233887
	Iteration 91Q: 3 clusters Score -2.517236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 185284 members 
Entering Unmasked Estep 
Score: -25172360.000000 Penalty: 6024.233887
	Iteration 92Q: 3 clusters Score -2.517236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 185305 members 
Entering Unmasked Estep 
Score: -25172328.000000 Penalty: 6024.233887
	Iteration 93Q: 3 clusters Score -2.517233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 185318 members 
Entering Unmasked Estep 
Score: -25172332.000000 Penalty: 6024.233887
	Iteration 94Q: 3 clusters Score -2.517233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 185330 members 
Entering Unmasked Estep 
Score: -25172348.000000 Penalty: 6024.233887
	Iteration 95Q: 3 clusters Score -2.517235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 185345 members 
Entering Unmasked Estep 
Score: -25172344.000000 Penalty: 6024.233887
	Iteration 96Q: 3 clusters Score -2.517234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 185361 members 
Entering Unmasked Estep 
Score: -25172336.000000 Penalty: 6024.233887
	Iteration 97Q: 3 clusters Score -2.517234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 185377 members 
Entering Unmasked Estep 
Score: -25172336.000000 Penalty: 6024.233887
	Iteration 98Q: 3 clusters Score -2.517234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 185385 members 
Entering Unmasked Estep 
Score: -25172306.000000 Penalty: 6024.233887
	Iteration 99Q: 3 clusters Score -2.517231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 185394 members 
Entering Unmasked Estep 
Score: -25172306.000000 Penalty: 6024.233887
	Iteration 100F: 3 clusters Score -2.517231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 185405 members 
Entering Unmasked Estep 
Score: -25172312.000000 Penalty: 6024.233887
	Iteration 101Q: 3 clusters Score -2.517231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 185414 members 
Entering Unmasked Estep 
Score: -25172292.000000 Penalty: 6024.233887
	Iteration 102Q: 3 clusters Score -2.517229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 185430 members 
Entering Unmasked Estep 
Score: -25172294.000000 Penalty: 6024.233887
	Iteration 103Q: 3 clusters Score -2.517229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 185439 members 
Entering Unmasked Estep 
Score: -25172284.000000 Penalty: 6024.233887
	Iteration 104Q: 3 clusters Score -2.517228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 185454 members 
Entering Unmasked Estep 
Score: -25172280.000000 Penalty: 6024.233887
	Iteration 105Q: 3 clusters Score -2.517228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 185462 members 
Entering Unmasked Estep 
Score: -25172288.000000 Penalty: 6024.233887
	Iteration 106Q: 3 clusters Score -2.517229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 185471 members 
Entering Unmasked Estep 
Score: -25172294.000000 Penalty: 6024.233887
	Iteration 107Q: 3 clusters Score -2.517229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 185481 members 
Entering Unmasked Estep 
Score: -25172284.000000 Penalty: 6024.233887
	Iteration 108Q: 3 clusters Score -2.517228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 185485 members 
Entering Unmasked Estep 
Score: -25172272.000000 Penalty: 6024.233887
	Iteration 109Q: 3 clusters Score -2.517227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 185494 members 
Entering Unmasked Estep 
Score: -25172244.000000 Penalty: 6024.233887
	Iteration 110Q: 3 clusters Score -2.517224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 185501 members 
Entering Unmasked Estep 
Score: -25172258.000000 Penalty: 6024.233887
	Iteration 111Q: 3 clusters Score -2.517226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 185509 members 
Entering Unmasked Estep 
Score: -25172256.000000 Penalty: 6024.233887
	Iteration 112Q: 3 clusters Score -2.517226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 185517 members 
Entering Unmasked Estep 
Score: -25172256.000000 Penalty: 6024.233887
	Iteration 113Q: 3 clusters Score -2.517226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 185528 members 
Entering Unmasked Estep 
Score: -25172252.000000 Penalty: 6024.233887
	Iteration 114Q: 3 clusters Score -2.517225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 185534 members 
Entering Unmasked Estep 
Score: -25172246.000000 Penalty: 6024.233887
	Iteration 115Q: 3 clusters Score -2.517225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 185541 members 
Entering Unmasked Estep 
Score: -25172232.000000 Penalty: 6024.233887
	Iteration 116Q: 3 clusters Score -2.517223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 185547 members 
Entering Unmasked Estep 
Score: -25172262.000000 Penalty: 6024.233887
	Iteration 117Q: 3 clusters Score -2.517226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 185556 members 
Entering Unmasked Estep 
Score: -25172250.000000 Penalty: 6024.233887
	Iteration 118Q: 3 clusters Score -2.517225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 185564 members 
Entering Unmasked Estep 
Score: -25172242.000000 Penalty: 6024.233887
	Iteration 119Q: 3 clusters Score -2.517224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 185574 members 
Entering Unmasked Estep 
Score: -25172250.000000 Penalty: 6024.233887
	Iteration 120F: 3 clusters Score -2.517225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 185585 members 
Entering Unmasked Estep 
Score: -25172244.000000 Penalty: 6024.233887
	Iteration 121Q: 3 clusters Score -2.517224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 185597 members 
Entering Unmasked Estep 
Score: -25172236.000000 Penalty: 6024.233887
	Iteration 122Q: 3 clusters Score -2.517224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 185607 members 
Entering Unmasked Estep 
Score: -25172260.000000 Penalty: 6024.233887
	Iteration 123Q: 3 clusters Score -2.517226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 185614 members 
Entering Unmasked Estep 
Score: -25172248.000000 Penalty: 6024.233887
	Iteration 124Q: 3 clusters Score -2.517225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 185621 members 
Entering Unmasked Estep 
Score: -25172234.000000 Penalty: 6024.233887
	Iteration 125Q: 3 clusters Score -2.517223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 185624 members 
Entering Unmasked Estep 
Score: -25172240.000000 Penalty: 6024.233887
	Iteration 126Q: 3 clusters Score -2.517224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 185632 members 
Entering Unmasked Estep 
Score: -25172202.000000 Penalty: 6024.233887
	Iteration 127Q: 3 clusters Score -2.51722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 185641 members 
Entering Unmasked Estep 
Score: -25172232.000000 Penalty: 6024.233887
	Iteration 128Q: 3 clusters Score -2.517223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 185650 members 
Entering Unmasked Estep 
Score: -25172238.000000 Penalty: 6024.233887
	Iteration 129Q: 3 clusters Score -2.517224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 185657 members 
Entering Unmasked Estep 
Score: -25172234.000000 Penalty: 6024.233887
	Iteration 130Q: 3 clusters Score -2.517223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 185665 members 
Entering Unmasked Estep 
Score: -25172232.000000 Penalty: 6024.233887
	Iteration 131Q: 3 clusters Score -2.517223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 185669 members 
Entering Unmasked Estep 
Score: -25172244.000000 Penalty: 6024.233887
	Iteration 132Q: 3 clusters Score -2.517224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 185674 members 
Entering Unmasked Estep 
Score: -25172252.000000 Penalty: 6024.233887
	Iteration 133Q: 3 clusters Score -2.517225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 185679 members 
Entering Unmasked Estep 
Score: -25172230.000000 Penalty: 6024.233887
	Iteration 134Q: 3 clusters Score -2.517223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 185687 members 
Entering Unmasked Estep 
Score: -25172264.000000 Penalty: 6024.233887
	Iteration 135Q: 3 clusters Score -2.517226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 185691 members 
Entering Unmasked Estep 
Score: -25172278.000000 Penalty: 6024.233887
	Iteration 136Q: 3 clusters Score -2.517228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 185700 members 
Entering Unmasked Estep 
Score: -25172292.000000 Penalty: 6024.233887
	Iteration 137Q: 3 clusters Score -2.517229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 185706 members 
Entering Unmasked Estep 
Score: -25172284.000000 Penalty: 6024.233887
	Iteration 138Q: 3 clusters Score -2.517228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 185711 members 
Entering Unmasked Estep 
Score: -25172296.000000 Penalty: 6024.233887
	Iteration 139Q: 3 clusters Score -2.51723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 185716 members 
Entering Unmasked Estep 
Score: -25172282.000000 Penalty: 6024.233887
	Iteration 140F: 3 clusters Score -2.517228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 185717 members 
Entering Unmasked Estep 
Score: -25172290.000000 Penalty: 6024.233887
	Iteration 141Q: 3 clusters Score -2.517229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 185719 members 
Entering Unmasked Estep 
Score: -25172286.000000 Penalty: 6024.233887
	Iteration 142Q: 3 clusters Score -2.517229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 185720 members 
Entering Unmasked Estep 
Score: -25172274.000000 Penalty: 6024.233887
	Iteration 143Q: 3 clusters Score -2.517227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 185720 members 
Entering Unmasked Estep 
Score: -25172274.000000 Penalty: 6024.233887
	Iteration 144Q: 3 clusters Score -2.517227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 185721 members 
Entering Unmasked Estep 
Score: -25172290.000000 Penalty: 6024.233887
	Iteration 145Q: 3 clusters Score -2.517229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 185719 members 
Entering Unmasked Estep 
Score: -25172290.000000 Penalty: 6024.233887
	Iteration 146Q: 3 clusters Score -2.517229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 185719 members 
Entering Unmasked Estep 
Score: -25172290.000000 Penalty: 6024.233887
	Iteration 147F: 3 clusters Score -2.517229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Entering Unmasked Estep 
Score: -2319246.750000 Penalty: 2423.402100
	Iteration 0F: 2 clusters Score -2319247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2306752.750000 Penalty: 4846.804199
	Iteration 0F: 3 clusters Score -2306753 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2310809.000000 Penalty: 4846.804199
	Iteration 1F: 3 clusters Score -2310809 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2311160.500000 Penalty: 4846.804199
	Iteration 2F: 3 clusters Score -2311160 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2311472.500000 Penalty: 4846.804199
	Iteration 3Q: 3 clusters Score -2311472 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2311776.250000 Penalty: 4846.804199
	Iteration 4Q: 3 clusters Score -2311776 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2312095.000000 Penalty: 4846.804199
	Iteration 5Q: 3 clusters Score -2312095 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2312454.500000 Penalty: 4846.804199
	Iteration 6Q: 3 clusters Score -2312454 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2312966.250000 Penalty: 4846.804199
	Iteration 7Q: 3 clusters Score -2312966 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2313535.250000 Penalty: 4846.804199
	Iteration 8F: 3 clusters Score -2313535 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2314178.500000 Penalty: 4846.804199
	Iteration 9Q: 3 clusters Score -2314178 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2314769.500000 Penalty: 4846.804199
	Iteration 10Q: 3 clusters Score -2314770 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2315296.500000 Penalty: 4846.804199
	Iteration 11Q: 3 clusters Score -2315296 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2315712.000000 Penalty: 4846.804199
	Iteration 12Q: 3 clusters Score -2315712 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2316048.500000 Penalty: 4846.804199
	Iteration 13Q: 3 clusters Score -2316048 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2316344.000000 Penalty: 4846.804199
	Iteration 14Q: 3 clusters Score -2316344 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2316589.750000 Penalty: 4846.804199
	Iteration 15Q: 3 clusters Score -2316590 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2316797.000000 Penalty: 4846.804199
	Iteration 16Q: 3 clusters Score -2316797 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2316922.000000 Penalty: 4846.804199
	Iteration 17Q: 3 clusters Score -2316922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2317017.750000 Penalty: 4846.804199
	Iteration 18Q: 3 clusters Score -2317018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2317090.750000 Penalty: 4846.804199
	Iteration 19Q: 3 clusters Score -2317091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2317129.750000 Penalty: 4846.804199
	Iteration 20F: 3 clusters Score -2317130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2317166.500000 Penalty: 4846.804199
	Iteration 21Q: 3 clusters Score -2317166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2317186.250000 Penalty: 4846.804199
	Iteration 22Q: 3 clusters Score -2317186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2317214.750000 Penalty: 4846.804199
	Iteration 23Q: 3 clusters Score -2317215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2317229.000000 Penalty: 4846.804199
	Iteration 24Q: 3 clusters Score -2317229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2317236.500000 Penalty: 4846.804199
	Iteration 25Q: 3 clusters Score -2317236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2317246.500000 Penalty: 4846.804199
	Iteration 26Q: 3 clusters Score -2317246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2317255.750000 Penalty: 4846.804199
	Iteration 27Q: 3 clusters Score -2317256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2317260.750000 Penalty: 4846.804199
	Iteration 28Q: 3 clusters Score -2317261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2317261.500000 Penalty: 4846.804199
	Iteration 29Q: 3 clusters Score -2317262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2317266.500000 Penalty: 4846.804199
	Iteration 30Q: 3 clusters Score -2317266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2317266.750000 Penalty: 4846.804199
	Iteration 31Q: 3 clusters Score -2317267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2317268.750000 Penalty: 4846.804199
	Iteration 32Q: 3 clusters Score -2317269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2317271.750000 Penalty: 4846.804199
	Iteration 33Q: 3 clusters Score -2317272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2317271.750000 Penalty: 4846.804199
	Iteration 34F: 3 clusters Score -2317272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -362208.812500 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -362208.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -359127.031250 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -359127 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -359757.468750 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -359757.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -359916.187500 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -359916.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -360013.937500 Penalty: 3919.817139
	Iteration 3Q: 3 clusters Score -360013.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -360097.406250 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -360097.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -360150.843750 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -360150.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -360181.437500 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -360181.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -360210.343750 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -360210.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -360246.593750 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -360246.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -360281.750000 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -360281.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -360313.187500 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -360313.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -360351.468750 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -360351.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -360397.062500 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -360397.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -360441.500000 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -360441.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -360500.000000 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -360500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -360568.250000 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -360568.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -360639.531250 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -360639.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -360736.187500 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -360736.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -360853.750000 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -360853.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -360977.718750 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -360977.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -361071.906250 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -361071.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -361164.093750 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -361164.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -361238.031250 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -361238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -361280.375000 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -361280.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -361305.781250 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -361305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -361320.812500 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -361320.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -361327.031250 Penalty: 3919.817139
	Iteration 26Q: 3 clusters Score -361327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -361329.843750 Penalty: 3919.817139
	Iteration 27Q: 3 clusters Score -361329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -361332.937500 Penalty: 3919.817139
	Iteration 28Q: 3 clusters Score -361332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -361334.843750 Penalty: 3919.817139
	Iteration 29Q: 3 clusters Score -361334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -361335.968750 Penalty: 3919.817139
	Iteration 30Q: 3 clusters Score -361336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -361338.531250 Penalty: 3919.817139
	Iteration 31Q: 3 clusters Score -361338.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -361339.718750 Penalty: 3919.817139
	Iteration 32Q: 3 clusters Score -361339.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -361340.687500 Penalty: 3919.817139
	Iteration 33Q: 3 clusters Score -361340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -361341.750000 Penalty: 3919.817139
	Iteration 34Q: 3 clusters Score -361341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -361341.750000 Penalty: 3919.817139
	Iteration 35F: 3 clusters Score -361341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -895968.437500 Penalty: 2180.702881
	Iteration 0F: 2 clusters Score -895968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -890470.062500 Penalty: 4361.405762
	Iteration 0F: 3 clusters Score -890470.1 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -891856.562500 Penalty: 4361.405762
	Iteration 1F: 3 clusters Score -891856.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -892093.125000 Penalty: 4361.405762
	Iteration 2F: 3 clusters Score -892093.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -892262.062500 Penalty: 4361.405762
	Iteration 3F: 3 clusters Score -892262.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -892363.187500 Penalty: 4361.405762
	Iteration 4Q: 3 clusters Score -892363.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -892464.625000 Penalty: 4361.405762
	Iteration 5Q: 3 clusters Score -892464.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -892578.937500 Penalty: 4361.405762
	Iteration 6Q: 3 clusters Score -892578.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -892686.375000 Penalty: 4361.405762
	Iteration 7Q: 3 clusters Score -892686.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -892791.250000 Penalty: 4361.405762
	Iteration 8Q: 3 clusters Score -892791.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -892898.000000 Penalty: 4361.405762
	Iteration 9Q: 3 clusters Score -892898 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -893004.500000 Penalty: 4361.405762
	Iteration 10Q: 3 clusters Score -893004.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -893118.625000 Penalty: 4361.405762
	Iteration 11Q: 3 clusters Score -893118.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -893253.437500 Penalty: 4361.405762
	Iteration 12Q: 3 clusters Score -893253.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -893379.312500 Penalty: 4361.405762
	Iteration 13Q: 3 clusters Score -893379.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -893494.187500 Penalty: 4361.405762
	Iteration 14Q: 3 clusters Score -893494.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -893597.625000 Penalty: 4361.405762
	Iteration 15Q: 3 clusters Score -893597.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -893691.625000 Penalty: 4361.405762
	Iteration 16Q: 3 clusters Score -893691.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -893760.875000 Penalty: 4361.405762
	Iteration 17Q: 3 clusters Score -893760.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -893829.000000 Penalty: 4361.405762
	Iteration 18Q: 3 clusters Score -893829 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -893879.375000 Penalty: 4361.405762
	Iteration 19Q: 3 clusters Score -893879.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -893916.312500 Penalty: 4361.405762
	Iteration 20F: 3 clusters Score -893916.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -893934.625000 Penalty: 4361.405762
	Iteration 21Q: 3 clusters Score -893934.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -893949.125000 Penalty: 4361.405762
	Iteration 22Q: 3 clusters Score -893949.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -893966.625000 Penalty: 4361.405762
	Iteration 23Q: 3 clusters Score -893966.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -893978.000000 Penalty: 4361.405762
	Iteration 24Q: 3 clusters Score -893978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -893981.500000 Penalty: 4361.405762
	Iteration 25Q: 3 clusters Score -893981.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -893987.187500 Penalty: 4361.405762
	Iteration 26Q: 3 clusters Score -893987.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -893991.187500 Penalty: 4361.405762
	Iteration 27Q: 3 clusters Score -893991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -893993.687500 Penalty: 4361.405762
	Iteration 28Q: 3 clusters Score -893993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -893996.312500 Penalty: 4361.405762
	Iteration 29Q: 3 clusters Score -893996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -893997.437500 Penalty: 4361.405762
	Iteration 30Q: 3 clusters Score -893997.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -894000.500000 Penalty: 4361.405762
	Iteration 31Q: 3 clusters Score -894000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -894001.375000 Penalty: 4361.405762
	Iteration 32Q: 3 clusters Score -894001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -894002.125000 Penalty: 4361.405762
	Iteration 33Q: 3 clusters Score -894002.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -894003.437500 Penalty: 4361.405762
	Iteration 34Q: 3 clusters Score -894003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -894006.687500 Penalty: 4361.405762
	Iteration 35Q: 3 clusters Score -894006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -894008.187500 Penalty: 4361.405762
	Iteration 36Q: 3 clusters Score -894008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -894010.312500 Penalty: 4361.405762
	Iteration 37Q: 3 clusters Score -894010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -894011.250000 Penalty: 4361.405762
	Iteration 38Q: 3 clusters Score -894011.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -894015.250000 Penalty: 4361.405762
	Iteration 39Q: 3 clusters Score -894015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -894018.312500 Penalty: 4361.405762
	Iteration 40F: 3 clusters Score -894018.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -894020.250000 Penalty: 4361.405762
	Iteration 41Q: 3 clusters Score -894020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -894022.875000 Penalty: 4361.405762
	Iteration 42Q: 3 clusters Score -894022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -894025.937500 Penalty: 4361.405762
	Iteration 43Q: 3 clusters Score -894025.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -894027.875000 Penalty: 4361.405762
	Iteration 44Q: 3 clusters Score -894027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -894031.562500 Penalty: 4361.405762
	Iteration 45Q: 3 clusters Score -894031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -894036.250000 Penalty: 4361.405762
	Iteration 46Q: 3 clusters Score -894036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -894038.062500 Penalty: 4361.405762
	Iteration 47Q: 3 clusters Score -894038.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -894040.750000 Penalty: 4361.405762
	Iteration 48Q: 3 clusters Score -894040.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -894043.875000 Penalty: 4361.405762
	Iteration 49Q: 3 clusters Score -894043.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -894048.687500 Penalty: 4361.405762
	Iteration 50Q: 3 clusters Score -894048.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -894051.250000 Penalty: 4361.405762
	Iteration 51Q: 3 clusters Score -894051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -894051.937500 Penalty: 4361.405762
	Iteration 52Q: 3 clusters Score -894051.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -894056.250000 Penalty: 4361.405762
	Iteration 53Q: 3 clusters Score -894056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -894059.687500 Penalty: 4361.405762
	Iteration 54Q: 3 clusters Score -894059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -894061.687500 Penalty: 4361.405762
	Iteration 55Q: 3 clusters Score -894061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -894065.062500 Penalty: 4361.405762
	Iteration 56Q: 3 clusters Score -894065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -894065.125000 Penalty: 4361.405762
	Iteration 57Q: 3 clusters Score -894065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -894069.562500 Penalty: 4361.405762
	Iteration 58Q: 3 clusters Score -894069.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -894071.812500 Penalty: 4361.405762
	Iteration 59Q: 3 clusters Score -894071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -894073.312500 Penalty: 4361.405762
	Iteration 60F: 3 clusters Score -894073.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -894072.500000 Penalty: 4361.405762
	Iteration 61Q: 3 clusters Score -894072.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -894072.500000 Penalty: 4361.405762
	Iteration 62F: 3 clusters Score -894072.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -179501.750000 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -179501.8 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 668 members 
Entering Unmasked Estep 
Score: -177315.718750 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -177315.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -177641.546875 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -177641.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -177745.062500 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -177745.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -177789.812500 Penalty: 3578.029053
	Iteration 3Q: 3 clusters Score -177789.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177815.265625 Penalty: 3578.029053
	Iteration 4Q: 3 clusters Score -177815.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177839.296875 Penalty: 3578.029053
	Iteration 5Q: 3 clusters Score -177839.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -177850.890625 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -177850.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177859.843750 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -177859.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -177865.906250 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -177865.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -177871.968750 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -177872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -177873.937500 Penalty: 3578.029053
	Iteration 10Q: 3 clusters Score -177873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -177876.390625 Penalty: 3578.029053
	Iteration 11Q: 3 clusters Score -177876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177879.015625 Penalty: 3578.029053
	Iteration 12Q: 3 clusters Score -177879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -177880.203125 Penalty: 3578.029053
	Iteration 13Q: 3 clusters Score -177880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177880.859375 Penalty: 3578.029053
	Iteration 14Q: 3 clusters Score -177880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -177881.000000 Penalty: 3578.029053
	Iteration 15Q: 3 clusters Score -177881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -177881.000000 Penalty: 3578.029053
	Iteration 16F: 3 clusters Score -177881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -265823.000000 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -265823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -263224.156250 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -263224.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -263715.125000 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -263715.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -263855.906250 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -263855.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -263945.718750 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -263945.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264000.906250 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -264000.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -264033.812500 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -264033.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264058.031250 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -264058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -264073.843750 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -264073.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -264087.312500 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -264087.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -264097.812500 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -264097.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -264112.187500 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -264112.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -264121.500000 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -264121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -264126.125000 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -264126.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -264134.687500 Penalty: 3766.063721
	Iteration 13Q: 3 clusters Score -264134.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -264142.218750 Penalty: 3766.063721
	Iteration 14Q: 3 clusters Score -264142.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -264154.500000 Penalty: 3766.063721
	Iteration 15Q: 3 clusters Score -264154.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -264164.781250 Penalty: 3766.063721
	Iteration 16Q: 3 clusters Score -264164.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -264176.656250 Penalty: 3766.063721
	Iteration 17Q: 3 clusters Score -264176.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -264187.625000 Penalty: 3766.063721
	Iteration 18Q: 3 clusters Score -264187.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -264204.656250 Penalty: 3766.063721
	Iteration 19Q: 3 clusters Score -264204.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -264216.781250 Penalty: 3766.063721
	Iteration 20F: 3 clusters Score -264216.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -264222.250000 Penalty: 3766.063721
	Iteration 21Q: 3 clusters Score -264222.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -264227.218750 Penalty: 3766.063721
	Iteration 22Q: 3 clusters Score -264227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -264230.593750 Penalty: 3766.063721
	Iteration 23Q: 3 clusters Score -264230.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -264234.531250 Penalty: 3766.063721
	Iteration 24Q: 3 clusters Score -264234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -264236.781250 Penalty: 3766.063721
	Iteration 25Q: 3 clusters Score -264236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -264238.750000 Penalty: 3766.063721
	Iteration 26Q: 3 clusters Score -264238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -264240.625000 Penalty: 3766.063721
	Iteration 27Q: 3 clusters Score -264240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -264241.906250 Penalty: 3766.063721
	Iteration 28Q: 3 clusters Score -264241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -264242.187500 Penalty: 3766.063721
	Iteration 29Q: 3 clusters Score -264242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -264242.187500 Penalty: 3766.063721
	Iteration 30F: 3 clusters Score -264242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -80598.046875 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -80598.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78990.781250 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -78990.78 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79352.460938 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -79352.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79497.546875 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -79497.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79613.671875 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -79613.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79706.671875 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -79706.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79766.375000 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -79766.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79876.234375 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -79876.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80039.945312 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -80039.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80184.726562 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -80184.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80338.078125 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -80338.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -80375.070312 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -80375.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80417.882812 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -80417.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80497.851562 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -80497.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80536.859375 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -80536.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80614.664062 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -80614.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -80726.734375 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -80726.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80788.203125 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -80788.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -80830.312500 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -80830.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -80876.187500 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -80876.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -80894.656250 Penalty: 3252.162109
	Iteration 19Q: 3 clusters Score -80894.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80905.890625 Penalty: 3252.162109
	Iteration 20F: 3 clusters Score -80905.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80936.164062 Penalty: 3252.162109
	Iteration 21Q: 3 clusters Score -80936.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81027.140625 Penalty: 3252.162109
	Iteration 22Q: 3 clusters Score -81027.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81036.953125 Penalty: 3252.162109
	Iteration 23Q: 3 clusters Score -81036.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81042.648438 Penalty: 3252.162109
	Iteration 24Q: 3 clusters Score -81042.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81044.835938 Penalty: 3252.162109
	Iteration 25Q: 3 clusters Score -81044.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81044.835938 Penalty: 3252.162109
	Iteration 26F: 3 clusters Score -81044.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 156901 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 167932 members 
Mstep: Class 6 contains 61451 members 
Mstep: Class 7 contains 7046 members 
Mstep: Class 8 contains 188270 members 
Mstep: Class 9 contains 17532 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 30995 members 
Mstep: Class 16 contains 173032 members 
Mstep: Class 17 contains 173519 members 
Mstep: Class 18 contains 18203 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43009 members 
Mstep: Class 21 contains 28668 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 282 members 
Entering Unmasked Estep 
Score: -144352528.000000 Penalty: 86221.867188
Splitting cluster 14 changes total score from -144353776.000000 to -144352528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (30995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Entering Unmasked Estep 
Score: -4213460.000000 Penalty: 2564.712158
	Iteration 0F: 2 clusters Score -4213460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4192269.250000 Penalty: 5129.424316
	Iteration 0F: 3 clusters Score -4192269 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4199738.000000 Penalty: 5129.424316
	Iteration 1F: 3 clusters Score -4199738 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -4200092.500000 Penalty: 5129.424316
	Iteration 2Q: 3 clusters Score -4200092 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -4200392.500000 Penalty: 5129.424316
	Iteration 3Q: 3 clusters Score -4200392 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4200717.000000 Penalty: 5129.424316
	Iteration 4Q: 3 clusters Score -4200717 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -4200970.500000 Penalty: 5129.424316
	Iteration 5Q: 3 clusters Score -4200970 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4201230.000000 Penalty: 5129.424316
	Iteration 6Q: 3 clusters Score -4201230 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4201523.500000 Penalty: 5129.424316
	Iteration 7Q: 3 clusters Score -4201524 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4201830.000000 Penalty: 5129.424316
	Iteration 8Q: 3 clusters Score -4201830 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -4202198.000000 Penalty: 5129.424316
	Iteration 9Q: 3 clusters Score -4202198 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4202687.000000 Penalty: 5129.424316
	Iteration 10Q: 3 clusters Score -4202687 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -4203335.000000 Penalty: 5129.424316
	Iteration 11Q: 3 clusters Score -4203335 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -4204194.500000 Penalty: 5129.424316
	Iteration 12Q: 3 clusters Score -4204194 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -4205221.500000 Penalty: 5129.424316
	Iteration 13F: 3 clusters Score -4205222 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4206304.000000 Penalty: 5129.424316
	Iteration 14F: 3 clusters Score -4206304 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -4207064.000000 Penalty: 5129.424316
	Iteration 15Q: 3 clusters Score -4207064 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -4207453.000000 Penalty: 5129.424316
	Iteration 16Q: 3 clusters Score -4207453 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -4207687.500000 Penalty: 5129.424316
	Iteration 17Q: 3 clusters Score -4207688 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -4207786.000000 Penalty: 5129.424316
	Iteration 18Q: 3 clusters Score -4207786 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4207871.500000 Penalty: 5129.424316
	Iteration 19Q: 3 clusters Score -4207872 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -4207930.500000 Penalty: 5129.424316
	Iteration 20F: 3 clusters Score -4207930 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -4207964.000000 Penalty: 5129.424316
	Iteration 21Q: 3 clusters Score -4207964 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -4208012.000000 Penalty: 5129.424316
	Iteration 22Q: 3 clusters Score -4208012 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -4208060.500000 Penalty: 5129.424316
	Iteration 23Q: 3 clusters Score -4208060 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -4208100.500000 Penalty: 5129.424316
	Iteration 24Q: 3 clusters Score -4208100 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -4208155.000000 Penalty: 5129.424316
	Iteration 25Q: 3 clusters Score -4208155 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4208220.000000 Penalty: 5129.424316
	Iteration 26Q: 3 clusters Score -4208220 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4208264.000000 Penalty: 5129.424316
	Iteration 27Q: 3 clusters Score -4208264 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4208304.500000 Penalty: 5129.424316
	Iteration 28Q: 3 clusters Score -4208304 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -4208337.500000 Penalty: 5129.424316
	Iteration 29Q: 3 clusters Score -4208338 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4208376.000000 Penalty: 5129.424316
	Iteration 30Q: 3 clusters Score -4208376 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4208410.500000 Penalty: 5129.424316
	Iteration 31Q: 3 clusters Score -4208410 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -4208435.500000 Penalty: 5129.424316
	Iteration 32Q: 3 clusters Score -4208436 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -4208456.500000 Penalty: 5129.424316
	Iteration 33Q: 3 clusters Score -4208456 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -4208483.500000 Penalty: 5129.424316
	Iteration 34Q: 3 clusters Score -4208484 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -4208495.500000 Penalty: 5129.424316
	Iteration 35Q: 3 clusters Score -4208496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -4208511.500000 Penalty: 5129.424316
	Iteration 36Q: 3 clusters Score -4208512 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -4208534.000000 Penalty: 5129.424316
	Iteration 37Q: 3 clusters Score -4208534 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -4208540.000000 Penalty: 5129.424316
	Iteration 38Q: 3 clusters Score -4208540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -4208570.500000 Penalty: 5129.424316
	Iteration 39Q: 3 clusters Score -4208570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -4208591.500000 Penalty: 5129.424316
	Iteration 40F: 3 clusters Score -4208592 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -4208601.000000 Penalty: 5129.424316
	Iteration 41Q: 3 clusters Score -4208601 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4208620.000000 Penalty: 5129.424316
	Iteration 42Q: 3 clusters Score -4208620 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4208631.500000 Penalty: 5129.424316
	Iteration 43Q: 3 clusters Score -4208632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -4208625.500000 Penalty: 5129.424316
	Iteration 44Q: 3 clusters Score -4208626 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4208644.500000 Penalty: 5129.424316
	Iteration 45Q: 3 clusters Score -4208644 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -4208637.000000 Penalty: 5129.424316
	Iteration 46Q: 3 clusters Score -4208637 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4208654.000000 Penalty: 5129.424316
	Iteration 47Q: 3 clusters Score -4208654 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4208675.000000 Penalty: 5129.424316
	Iteration 48Q: 3 clusters Score -4208675 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4208681.000000 Penalty: 5129.424316
	Iteration 49Q: 3 clusters Score -4208681 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -4208700.500000 Penalty: 5129.424316
	Iteration 50Q: 3 clusters Score -4208700 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4208713.500000 Penalty: 5129.424316
	Iteration 51Q: 3 clusters Score -4208714 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -4208735.500000 Penalty: 5129.424316
	Iteration 52Q: 3 clusters Score -4208736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -4208753.000000 Penalty: 5129.424316
	Iteration 53Q: 3 clusters Score -4208753 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4208751.000000 Penalty: 5129.424316
	Iteration 54Q: 3 clusters Score -4208751 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4208761.000000 Penalty: 5129.424316
	Iteration 55Q: 3 clusters Score -4208761 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4208759.500000 Penalty: 5129.424316
	Iteration 56Q: 3 clusters Score -4208760 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4208768.000000 Penalty: 5129.424316
	Iteration 57Q: 3 clusters Score -4208768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4208775.500000 Penalty: 5129.424316
	Iteration 58Q: 3 clusters Score -4208776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4208814.500000 Penalty: 5129.424316
	Iteration 59Q: 3 clusters Score -4208814 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -4208823.000000 Penalty: 5129.424316
	Iteration 60F: 3 clusters Score -4208823 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4208848.000000 Penalty: 5129.424316
	Iteration 61Q: 3 clusters Score -4208848 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4208859.500000 Penalty: 5129.424316
	Iteration 62Q: 3 clusters Score -4208860 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4208884.500000 Penalty: 5129.424316
	Iteration 63Q: 3 clusters Score -4208884 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -4208905.500000 Penalty: 5129.424316
	Iteration 64Q: 3 clusters Score -4208906 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -4208906.500000 Penalty: 5129.424316
	Iteration 65Q: 3 clusters Score -4208906 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4208908.000000 Penalty: 5129.424316
	Iteration 66Q: 3 clusters Score -4208908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4208928.500000 Penalty: 5129.424316
	Iteration 67Q: 3 clusters Score -4208928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4208923.000000 Penalty: 5129.424316
	Iteration 68Q: 3 clusters Score -4208923 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4208941.000000 Penalty: 5129.424316
	Iteration 69Q: 3 clusters Score -4208941 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -4208937.500000 Penalty: 5129.424316
	Iteration 70Q: 3 clusters Score -4208938 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4208961.000000 Penalty: 5129.424316
	Iteration 71Q: 3 clusters Score -4208961 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -4208967.000000 Penalty: 5129.424316
	Iteration 72Q: 3 clusters Score -4208967 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4208987.000000 Penalty: 5129.424316
	Iteration 73Q: 3 clusters Score -4208987 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -4209010.500000 Penalty: 5129.424316
	Iteration 74Q: 3 clusters Score -4209010 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4209015.500000 Penalty: 5129.424316
	Iteration 75Q: 3 clusters Score -4209016 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4209037.000000 Penalty: 5129.424316
	Iteration 76Q: 3 clusters Score -4209037 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4209041.000000 Penalty: 5129.424316
	Iteration 77Q: 3 clusters Score -4209041 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -4209046.000000 Penalty: 5129.424316
	Iteration 78Q: 3 clusters Score -4209046 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -4209061.000000 Penalty: 5129.424316
	Iteration 79Q: 3 clusters Score -4209061 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -4209100.000000 Penalty: 5129.424316
	Iteration 80F: 3 clusters Score -4209100 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4209106.500000 Penalty: 5129.424316
	Iteration 81Q: 3 clusters Score -4209106 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4209125.000000 Penalty: 5129.424316
	Iteration 82Q: 3 clusters Score -4209125 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -4209169.000000 Penalty: 5129.424316
	Iteration 83Q: 3 clusters Score -4209169 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4209177.500000 Penalty: 5129.424316
	Iteration 84Q: 3 clusters Score -4209178 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -4209212.000000 Penalty: 5129.424316
	Iteration 85Q: 3 clusters Score -4209212 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -4209253.500000 Penalty: 5129.424316
	Iteration 86Q: 3 clusters Score -4209254 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -4209278.500000 Penalty: 5129.424316
	Iteration 87Q: 3 clusters Score -4209278 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4209295.500000 Penalty: 5129.424316
	Iteration 88Q: 3 clusters Score -4209296 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -4209310.500000 Penalty: 5129.424316
	Iteration 89Q: 3 clusters Score -4209310 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4209349.000000 Penalty: 5129.424316
	Iteration 90Q: 3 clusters Score -4209349 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4209387.000000 Penalty: 5129.424316
	Iteration 91Q: 3 clusters Score -4209387 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -4209412.000000 Penalty: 5129.424316
	Iteration 92Q: 3 clusters Score -4209412 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -4209462.500000 Penalty: 5129.424316
	Iteration 93Q: 3 clusters Score -4209462 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4209491.500000 Penalty: 5129.424316
	Iteration 94Q: 3 clusters Score -4209492 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4209540.500000 Penalty: 5129.424316
	Iteration 95Q: 3 clusters Score -4209540 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -4209577.000000 Penalty: 5129.424316
	Iteration 96Q: 3 clusters Score -4209577 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4209601.000000 Penalty: 5129.424316
	Iteration 97Q: 3 clusters Score -4209601 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -4209623.500000 Penalty: 5129.424316
	Iteration 98Q: 3 clusters Score -4209624 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -4209649.500000 Penalty: 5129.424316
	Iteration 99Q: 3 clusters Score -4209650 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -4209682.000000 Penalty: 5129.424316
	Iteration 100F: 3 clusters Score -4209682 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -4209691.000000 Penalty: 5129.424316
	Iteration 101Q: 3 clusters Score -4209691 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4209718.500000 Penalty: 5129.424316
	Iteration 102Q: 3 clusters Score -4209718 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -4209753.000000 Penalty: 5129.424316
	Iteration 103Q: 3 clusters Score -4209753 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4209766.500000 Penalty: 5129.424316
	Iteration 104Q: 3 clusters Score -4209766 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -4209812.000000 Penalty: 5129.424316
	Iteration 105Q: 3 clusters Score -4209812 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -4209843.500000 Penalty: 5129.424316
	Iteration 106Q: 3 clusters Score -4209844 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -4209873.500000 Penalty: 5129.424316
	Iteration 107Q: 3 clusters Score -4209874 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -4209925.000000 Penalty: 5129.424316
	Iteration 108Q: 3 clusters Score -4209925 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -4209955.500000 Penalty: 5129.424316
	Iteration 109Q: 3 clusters Score -4209956 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -4210010.500000 Penalty: 5129.424316
	Iteration 110Q: 3 clusters Score -4210010 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -4210048.000000 Penalty: 5129.424316
	Iteration 111Q: 3 clusters Score -4210048 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -4210091.000000 Penalty: 5129.424316
	Iteration 112Q: 3 clusters Score -4210091 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -4210127.000000 Penalty: 5129.424316
	Iteration 113Q: 3 clusters Score -4210127 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4210175.500000 Penalty: 5129.424316
	Iteration 114Q: 3 clusters Score -4210176 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -4210205.000000 Penalty: 5129.424316
	Iteration 115Q: 3 clusters Score -4210205 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -4210243.500000 Penalty: 5129.424316
	Iteration 116Q: 3 clusters Score -4210244 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -4210283.000000 Penalty: 5129.424316
	Iteration 117Q: 3 clusters Score -4210283 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -4210316.500000 Penalty: 5129.424316
	Iteration 118Q: 3 clusters Score -4210316 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -4210344.000000 Penalty: 5129.424316
	Iteration 119Q: 3 clusters Score -4210344 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -4210390.500000 Penalty: 5129.424316
	Iteration 120F: 3 clusters Score -4210390 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -4210421.500000 Penalty: 5129.424316
	Iteration 121Q: 3 clusters Score -4210422 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -4210468.500000 Penalty: 5129.424316
	Iteration 122Q: 3 clusters Score -4210468 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -4210517.000000 Penalty: 5129.424316
	Iteration 123Q: 3 clusters Score -4210517 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -4210541.000000 Penalty: 5129.424316
	Iteration 124Q: 3 clusters Score -4210541 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -4210581.000000 Penalty: 5129.424316
	Iteration 125Q: 3 clusters Score -4210581 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -4210610.000000 Penalty: 5129.424316
	Iteration 126Q: 3 clusters Score -4210610 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -4210651.000000 Penalty: 5129.424316
	Iteration 127Q: 3 clusters Score -4210651 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -4210700.500000 Penalty: 5129.424316
	Iteration 128Q: 3 clusters Score -4210700 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4210736.000000 Penalty: 5129.424316
	Iteration 129Q: 3 clusters Score -4210736 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -4210753.500000 Penalty: 5129.424316
	Iteration 130Q: 3 clusters Score -4210754 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -4210783.000000 Penalty: 5129.424316
	Iteration 131Q: 3 clusters Score -4210783 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -4210795.500000 Penalty: 5129.424316
	Iteration 132Q: 3 clusters Score -4210796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -4210812.500000 Penalty: 5129.424316
	Iteration 133Q: 3 clusters Score -4210812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4210824.500000 Penalty: 5129.424316
	Iteration 134Q: 3 clusters Score -4210824 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -4210835.000000 Penalty: 5129.424316
	Iteration 135Q: 3 clusters Score -4210835 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -4210849.500000 Penalty: 5129.424316
	Iteration 136Q: 3 clusters Score -4210850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -4210865.500000 Penalty: 5129.424316
	Iteration 137Q: 3 clusters Score -4210866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4210882.500000 Penalty: 5129.424316
	Iteration 138Q: 3 clusters Score -4210882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -4210901.000000 Penalty: 5129.424316
	Iteration 139Q: 3 clusters Score -4210901 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -4210920.500000 Penalty: 5129.424316
	Iteration 140F: 3 clusters Score -4210920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -4210938.000000 Penalty: 5129.424316
	Iteration 141Q: 3 clusters Score -4210938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -4210956.000000 Penalty: 5129.424316
	Iteration 142Q: 3 clusters Score -4210956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4210967.000000 Penalty: 5129.424316
	Iteration 143Q: 3 clusters Score -4210967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4210994.500000 Penalty: 5129.424316
	Iteration 144Q: 3 clusters Score -4210994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -4210996.500000 Penalty: 5129.424316
	Iteration 145Q: 3 clusters Score -4210996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -4210999.000000 Penalty: 5129.424316
	Iteration 146Q: 3 clusters Score -4210999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -4211001.000000 Penalty: 5129.424316
	Iteration 147Q: 3 clusters Score -4211001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4211014.500000 Penalty: 5129.424316
	Iteration 148Q: 3 clusters Score -4211014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -4211035.000000 Penalty: 5129.424316
	Iteration 149Q: 3 clusters Score -4211035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -4211038.500000 Penalty: 5129.424316
	Iteration 150Q: 3 clusters Score -4211038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -4211040.000000 Penalty: 5129.424316
	Iteration 151Q: 3 clusters Score -4211040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -4211042.500000 Penalty: 5129.424316
	Iteration 152Q: 3 clusters Score -4211042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -4211048.500000 Penalty: 5129.424316
	Iteration 153Q: 3 clusters Score -4211048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -4211057.500000 Penalty: 5129.424316
	Iteration 154Q: 3 clusters Score -4211058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -4211056.500000 Penalty: 5129.424316
	Iteration 155Q: 3 clusters Score -4211056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -4211058.000000 Penalty: 5129.424316
	Iteration 156Q: 3 clusters Score -4211058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -4211053.500000 Penalty: 5129.424316
	Iteration 157Q: 3 clusters Score -4211054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -4211065.000000 Penalty: 5129.424316
	Iteration 158Q: 3 clusters Score -4211065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -4211066.500000 Penalty: 5129.424316
	Iteration 159Q: 3 clusters Score -4211066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -4211072.500000 Penalty: 5129.424316
	Iteration 160F: 3 clusters Score -4211072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -4211082.000000 Penalty: 5129.424316
	Iteration 161Q: 3 clusters Score -4211082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -4211086.000000 Penalty: 5129.424316
	Iteration 162Q: 3 clusters Score -4211086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -4211083.500000 Penalty: 5129.424316
	Iteration 163Q: 3 clusters Score -4211084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -4211083.000000 Penalty: 5129.424316
	Iteration 164Q: 3 clusters Score -4211083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -4211083.500000 Penalty: 5129.424316
	Iteration 165Q: 3 clusters Score -4211084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -4211090.500000 Penalty: 5129.424316
	Iteration 166Q: 3 clusters Score -4211090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -4211096.000000 Penalty: 5129.424316
	Iteration 167Q: 3 clusters Score -4211096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4211095.500000 Penalty: 5129.424316
	Iteration 168Q: 3 clusters Score -4211096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -4211097.500000 Penalty: 5129.424316
	Iteration 169Q: 3 clusters Score -4211098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -4211106.000000 Penalty: 5129.424316
	Iteration 170Q: 3 clusters Score -4211106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -4211105.500000 Penalty: 5129.424316
	Iteration 171Q: 3 clusters Score -4211106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4211112.500000 Penalty: 5129.424316
	Iteration 172Q: 3 clusters Score -4211112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -4211116.500000 Penalty: 5129.424316
	Iteration 173Q: 3 clusters Score -4211116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -4211116.500000 Penalty: 5129.424316
	Iteration 174Q: 3 clusters Score -4211116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -4211127.000000 Penalty: 5129.424316
	Iteration 175Q: 3 clusters Score -4211127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -4211125.000000 Penalty: 5129.424316
	Iteration 176Q: 3 clusters Score -4211125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -4211126.000000 Penalty: 5129.424316
	Iteration 177Q: 3 clusters Score -4211126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4211127.000000 Penalty: 5129.424316
	Iteration 178Q: 3 clusters Score -4211127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -4211127.500000 Penalty: 5129.424316
	Iteration 179Q: 3 clusters Score -4211128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -4211125.500000 Penalty: 5129.424316
	Iteration 180F: 3 clusters Score -4211126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -4211126.500000 Penalty: 5129.424316
	Iteration 181Q: 3 clusters Score -4211126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4211125.500000 Penalty: 5129.424316
	Iteration 182Q: 3 clusters Score -4211126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -4211128.000000 Penalty: 5129.424316
	Iteration 183Q: 3 clusters Score -4211128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -4211125.500000 Penalty: 5129.424316
	Iteration 184Q: 3 clusters Score -4211126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -4211131.500000 Penalty: 5129.424316
	Iteration 185Q: 3 clusters Score -4211132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -4211125.000000 Penalty: 5129.424316
	Iteration 186Q: 3 clusters Score -4211125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -4211130.000000 Penalty: 5129.424316
	Iteration 187Q: 3 clusters Score -4211130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4211127.500000 Penalty: 5129.424316
	Iteration 188Q: 3 clusters Score -4211128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4211127.000000 Penalty: 5129.424316
	Iteration 189Q: 3 clusters Score -4211127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -4211128.500000 Penalty: 5129.424316
	Iteration 190Q: 3 clusters Score -4211128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4211129.000000 Penalty: 5129.424316
	Iteration 191Q: 3 clusters Score -4211129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4211127.000000 Penalty: 5129.424316
	Iteration 192Q: 3 clusters Score -4211127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4211134.000000 Penalty: 5129.424316
	Iteration 193Q: 3 clusters Score -4211134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4211130.500000 Penalty: 5129.424316
	Iteration 194Q: 3 clusters Score -4211130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4211127.000000 Penalty: 5129.424316
	Iteration 195Q: 3 clusters Score -4211127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4211127.000000 Penalty: 5129.424316
	Iteration 196F: 3 clusters Score -4211127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (173032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173032 members 
Entering Unmasked Estep 
Score: -23236802.000000 Penalty: 2991.185547
	Iteration 0F: 2 clusters Score -2.32368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86537 members 
Mstep: Class 2 contains 86495 members 
Entering Unmasked Estep 
Score: -23122598.000000 Penalty: 5982.371094
	Iteration 0F: 3 clusters Score -2.31226e+07 nChanged 82903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -23171272.000000 Penalty: 5982.371094
	Iteration 1F: 3 clusters Score -2.317127e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 90510 members 
Entering Unmasked Estep 
Score: -23172536.000000 Penalty: 5982.371094
	Iteration 2Q: 3 clusters Score -2.317254e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -23173662.000000 Penalty: 5982.371094
	Iteration 3Q: 3 clusters Score -2.317366e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76923 members 
Mstep: Class 2 contains 96109 members 
Entering Unmasked Estep 
Score: -23175200.000000 Penalty: 5982.371094
	Iteration 4Q: 3 clusters Score -2.31752e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -23177228.000000 Penalty: 5982.371094
	Iteration 5Q: 3 clusters Score -2.317723e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 107303 members 
Entering Unmasked Estep 
Score: -23180760.000000 Penalty: 5982.371094
	Iteration 6Q: 3 clusters Score -2.318076e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 116273 members 
Entering Unmasked Estep 
Score: -23186358.000000 Penalty: 5982.371094
	Iteration 7F: 3 clusters Score -2.318636e+07 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 127919 members 
Entering Unmasked Estep 
Score: -23195346.000000 Penalty: 5982.371094
	Iteration 8F: 3 clusters Score -2.319535e+07 nChanged 13360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 141041 members 
Entering Unmasked Estep 
Score: -23206602.000000 Penalty: 5982.371094
	Iteration 9F: 3 clusters Score -2.32066e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 153293 members 
Entering Unmasked Estep 
Score: -23218302.000000 Penalty: 5982.371094
	Iteration 10F: 3 clusters Score -2.32183e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 162576 members 
Entering Unmasked Estep 
Score: -23226690.000000 Penalty: 5982.371094
	Iteration 11F: 3 clusters Score -2.322669e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -23231206.000000 Penalty: 5982.371094
	Iteration 12Q: 3 clusters Score -2.323121e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 170739 members 
Entering Unmasked Estep 
Score: -23233154.000000 Penalty: 5982.371094
	Iteration 13Q: 3 clusters Score -2.323315e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -23233916.000000 Penalty: 5982.371094
	Iteration 14Q: 3 clusters Score -2.323392e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 172048 members 
Entering Unmasked Estep 
Score: -23234218.000000 Penalty: 5982.371094
	Iteration 15Q: 3 clusters Score -2.323422e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 172188 members 
Entering Unmasked Estep 
Score: -23234414.000000 Penalty: 5982.371094
	Iteration 16Q: 3 clusters Score -2.323441e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 172251 members 
Entering Unmasked Estep 
Score: -23234504.000000 Penalty: 5982.371094
	Iteration 17Q: 3 clusters Score -2.32345e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 172291 members 
Entering Unmasked Estep 
Score: -23234558.000000 Penalty: 5982.371094
	Iteration 18Q: 3 clusters Score -2.323456e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 172320 members 
Entering Unmasked Estep 
Score: -23234592.000000 Penalty: 5982.371094
	Iteration 19Q: 3 clusters Score -2.323459e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 172331 members 
Entering Unmasked Estep 
Score: -23234630.000000 Penalty: 5982.371094
	Iteration 20F: 3 clusters Score -2.323463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 172332 members 
Entering Unmasked Estep 
Score: -23234616.000000 Penalty: 5982.371094
	Iteration 21Q: 3 clusters Score -2.323462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 172328 members 
Entering Unmasked Estep 
Score: -23234648.000000 Penalty: 5982.371094
	Iteration 22Q: 3 clusters Score -2.323465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 172334 members 
Entering Unmasked Estep 
Score: -23234652.000000 Penalty: 5982.371094
	Iteration 23Q: 3 clusters Score -2.323465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 172334 members 
Entering Unmasked Estep 
Score: -23234666.000000 Penalty: 5982.371094
	Iteration 24Q: 3 clusters Score -2.323467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 172331 members 
Entering Unmasked Estep 
Score: -23234666.000000 Penalty: 5982.371094
	Iteration 25Q: 3 clusters Score -2.323467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 172333 members 
Entering Unmasked Estep 
Score: -23234658.000000 Penalty: 5982.371094
	Iteration 26Q: 3 clusters Score -2.323466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 172332 members 
Entering Unmasked Estep 
Score: -23234652.000000 Penalty: 5982.371094
	Iteration 27Q: 3 clusters Score -2.323465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 172332 members 
Entering Unmasked Estep 
Score: -23234652.000000 Penalty: 5982.371094
	Iteration 28F: 3 clusters Score -2.323465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173519 members 
Entering Unmasked Estep 
Score: -23418514.000000 Penalty: 2991.882324
	Iteration 0F: 2 clusters Score -2.341851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86385 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -23307266.000000 Penalty: 5983.764648
	Iteration 0F: 3 clusters Score -2.330727e+07 nChanged 83109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -23355588.000000 Penalty: 5983.764648
	Iteration 1F: 3 clusters Score -2.335559e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -23357858.000000 Penalty: 5983.764648
	Iteration 2Q: 3 clusters Score -2.335786e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 108151 members 
Entering Unmasked Estep 
Score: -23362136.000000 Penalty: 5983.764648
	Iteration 3F: 3 clusters Score -2.336214e+07 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 119437 members 
Entering Unmasked Estep 
Score: -23370174.000000 Penalty: 5983.764648
	Iteration 4F: 3 clusters Score -2.337017e+07 nChanged 15132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 133881 members 
Entering Unmasked Estep 
Score: -23382588.000000 Penalty: 5983.764648
	Iteration 5F: 3 clusters Score -2.338259e+07 nChanged 15368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 148717 members 
Entering Unmasked Estep 
Score: -23397234.000000 Penalty: 5983.764648
	Iteration 6F: 3 clusters Score -2.339723e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 160157 members 
Entering Unmasked Estep 
Score: -23408332.000000 Penalty: 5983.764648
	Iteration 7F: 3 clusters Score -2.340833e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 166768 members 
Entering Unmasked Estep 
Score: -23413382.000000 Penalty: 5983.764648
	Iteration 8Q: 3 clusters Score -2.341338e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 170038 members 
Entering Unmasked Estep 
Score: -23415210.000000 Penalty: 5983.764648
	Iteration 9Q: 3 clusters Score -2.341521e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 171551 members 
Entering Unmasked Estep 
Score: -23415864.000000 Penalty: 5983.764648
	Iteration 10Q: 3 clusters Score -2.341586e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 172223 members 
Entering Unmasked Estep 
Score: -23416152.000000 Penalty: 5983.764648
	Iteration 11Q: 3 clusters Score -2.341615e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 172492 members 
Entering Unmasked Estep 
Score: -23416278.000000 Penalty: 5983.764648
	Iteration 12Q: 3 clusters Score -2.341628e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 172631 members 
Entering Unmasked Estep 
Score: -23416314.000000 Penalty: 5983.764648
	Iteration 13Q: 3 clusters Score -2.341631e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 172705 members 
Entering Unmasked Estep 
Score: -23416314.000000 Penalty: 5983.764648
	Iteration 14Q: 3 clusters Score -2.341631e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 172755 members 
Entering Unmasked Estep 
Score: -23416368.000000 Penalty: 5983.764648
	Iteration 15Q: 3 clusters Score -2.341637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 172783 members 
Entering Unmasked Estep 
Score: -23416402.000000 Penalty: 5983.764648
	Iteration 16Q: 3 clusters Score -2.34164e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 172808 members 
Entering Unmasked Estep 
Score: -23416398.000000 Penalty: 5983.764648
	Iteration 17Q: 3 clusters Score -2.34164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 172820 members 
Entering Unmasked Estep 
Score: -23416382.000000 Penalty: 5983.764648
	Iteration 18Q: 3 clusters Score -2.341638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172832 members 
Entering Unmasked Estep 
Score: -23416388.000000 Penalty: 5983.764648
	Iteration 19Q: 3 clusters Score -2.341639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 172844 members 
Entering Unmasked Estep 
Score: -23416352.000000 Penalty: 5983.764648
	Iteration 20F: 3 clusters Score -2.341635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 172853 members 
Entering Unmasked Estep 
Score: -23416344.000000 Penalty: 5983.764648
	Iteration 21Q: 3 clusters Score -2.341634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 172862 members 
Entering Unmasked Estep 
Score: -23416370.000000 Penalty: 5983.764648
	Iteration 22Q: 3 clusters Score -2.341637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 172868 members 
Entering Unmasked Estep 
Score: -23416378.000000 Penalty: 5983.764648
	Iteration 23Q: 3 clusters Score -2.341638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 172874 members 
Entering Unmasked Estep 
Score: -23416368.000000 Penalty: 5983.764648
	Iteration 24Q: 3 clusters Score -2.341637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 172875 members 
Entering Unmasked Estep 
Score: -23416368.000000 Penalty: 5983.764648
	Iteration 25Q: 3 clusters Score -2.341637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 172874 members 
Entering Unmasked Estep 
Score: -23416380.000000 Penalty: 5983.764648
	Iteration 26Q: 3 clusters Score -2.341638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 172878 members 
Entering Unmasked Estep 
Score: -23416384.000000 Penalty: 5983.764648
	Iteration 27Q: 3 clusters Score -2.341638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 172880 members 
Entering Unmasked Estep 
Score: -23416378.000000 Penalty: 5983.764648
	Iteration 28Q: 3 clusters Score -2.341638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 172883 members 
Entering Unmasked Estep 
Score: -23416382.000000 Penalty: 5983.764648
	Iteration 29Q: 3 clusters Score -2.341638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 172884 members 
Entering Unmasked Estep 
Score: -23416380.000000 Penalty: 5983.764648
	Iteration 30Q: 3 clusters Score -2.341638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -23416362.000000 Penalty: 5983.764648
	Iteration 31Q: 3 clusters Score -2.341636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 172888 members 
Entering Unmasked Estep 
Score: -23416364.000000 Penalty: 5983.764648
	Iteration 32Q: 3 clusters Score -2.341636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -23416374.000000 Penalty: 5983.764648
	Iteration 33Q: 3 clusters Score -2.341637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -23416362.000000 Penalty: 5983.764648
	Iteration 34Q: 3 clusters Score -2.341636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -23416362.000000 Penalty: 5983.764648
	Iteration 35F: 3 clusters Score -2.341636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Entering Unmasked Estep 
Score: -2442243.500000 Penalty: 2432.716797
	Iteration 0F: 2 clusters Score -2442244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2429492.250000 Penalty: 4865.433594
	Iteration 0F: 3 clusters Score -2429492 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2433629.750000 Penalty: 4865.433594
	Iteration 1F: 3 clusters Score -2433630 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2433986.000000 Penalty: 4865.433594
	Iteration 2F: 3 clusters Score -2433986 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2434251.750000 Penalty: 4865.433594
	Iteration 3Q: 3 clusters Score -2434252 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2434499.000000 Penalty: 4865.433594
	Iteration 4Q: 3 clusters Score -2434499 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2434742.500000 Penalty: 4865.433594
	Iteration 5Q: 3 clusters Score -2434742 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2434996.500000 Penalty: 4865.433594
	Iteration 6Q: 3 clusters Score -2434996 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2435288.750000 Penalty: 4865.433594
	Iteration 7Q: 3 clusters Score -2435289 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2435623.000000 Penalty: 4865.433594
	Iteration 8Q: 3 clusters Score -2435623 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2435933.250000 Penalty: 4865.433594
	Iteration 9Q: 3 clusters Score -2435933 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2436272.750000 Penalty: 4865.433594
	Iteration 10Q: 3 clusters Score -2436273 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2436636.500000 Penalty: 4865.433594
	Iteration 11Q: 3 clusters Score -2436636 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2437035.000000 Penalty: 4865.433594
	Iteration 12Q: 3 clusters Score -2437035 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2437429.500000 Penalty: 4865.433594
	Iteration 13Q: 3 clusters Score -2437430 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2437826.750000 Penalty: 4865.433594
	Iteration 14Q: 3 clusters Score -2437827 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2438201.500000 Penalty: 4865.433594
	Iteration 15Q: 3 clusters Score -2438202 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2438565.750000 Penalty: 4865.433594
	Iteration 16Q: 3 clusters Score -2438566 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2438869.000000 Penalty: 4865.433594
	Iteration 17Q: 3 clusters Score -2438869 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2439162.250000 Penalty: 4865.433594
	Iteration 18Q: 3 clusters Score -2439162 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2439422.250000 Penalty: 4865.433594
	Iteration 19Q: 3 clusters Score -2439422 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2439602.750000 Penalty: 4865.433594
	Iteration 20F: 3 clusters Score -2439603 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2439717.750000 Penalty: 4865.433594
	Iteration 21Q: 3 clusters Score -2439718 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2439809.000000 Penalty: 4865.433594
	Iteration 22Q: 3 clusters Score -2439809 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2439880.500000 Penalty: 4865.433594
	Iteration 23Q: 3 clusters Score -2439880 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2439942.750000 Penalty: 4865.433594
	Iteration 24Q: 3 clusters Score -2439943 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2439979.750000 Penalty: 4865.433594
	Iteration 25Q: 3 clusters Score -2439980 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2440019.500000 Penalty: 4865.433594
	Iteration 26Q: 3 clusters Score -2440020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2440041.250000 Penalty: 4865.433594
	Iteration 27Q: 3 clusters Score -2440041 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2440070.250000 Penalty: 4865.433594
	Iteration 28Q: 3 clusters Score -2440070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2440099.750000 Penalty: 4865.433594
	Iteration 29Q: 3 clusters Score -2440100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2440111.000000 Penalty: 4865.433594
	Iteration 30Q: 3 clusters Score -2440111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2440124.750000 Penalty: 4865.433594
	Iteration 31Q: 3 clusters Score -2440125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2440143.250000 Penalty: 4865.433594
	Iteration 32Q: 3 clusters Score -2440143 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2440159.750000 Penalty: 4865.433594
	Iteration 33Q: 3 clusters Score -2440160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2440170.500000 Penalty: 4865.433594
	Iteration 34Q: 3 clusters Score -2440170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2440189.250000 Penalty: 4865.433594
	Iteration 35Q: 3 clusters Score -2440189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2440198.750000 Penalty: 4865.433594
	Iteration 36Q: 3 clusters Score -2440199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2440214.750000 Penalty: 4865.433594
	Iteration 37Q: 3 clusters Score -2440215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2440234.000000 Penalty: 4865.433594
	Iteration 38Q: 3 clusters Score -2440234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2440228.000000 Penalty: 4865.433594
	Iteration 39Q: 3 clusters Score -2440228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2440243.750000 Penalty: 4865.433594
	Iteration 40F: 3 clusters Score -2440244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2440249.750000 Penalty: 4865.433594
	Iteration 41Q: 3 clusters Score -2440250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2440260.250000 Penalty: 4865.433594
	Iteration 42Q: 3 clusters Score -2440260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2440265.750000 Penalty: 4865.433594
	Iteration 43Q: 3 clusters Score -2440266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2440273.000000 Penalty: 4865.433594
	Iteration 44Q: 3 clusters Score -2440273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2440276.750000 Penalty: 4865.433594
	Iteration 45Q: 3 clusters Score -2440277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2440276.000000 Penalty: 4865.433594
	Iteration 46Q: 3 clusters Score -2440276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2440279.000000 Penalty: 4865.433594
	Iteration 47Q: 3 clusters Score -2440279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2440294.250000 Penalty: 4865.433594
	Iteration 48Q: 3 clusters Score -2440294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2440297.750000 Penalty: 4865.433594
	Iteration 49Q: 3 clusters Score -2440298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2440307.500000 Penalty: 4865.433594
	Iteration 50Q: 3 clusters Score -2440308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2440313.500000 Penalty: 4865.433594
	Iteration 51Q: 3 clusters Score -2440314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2440319.500000 Penalty: 4865.433594
	Iteration 52Q: 3 clusters Score -2440320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2440327.500000 Penalty: 4865.433594
	Iteration 53Q: 3 clusters Score -2440328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2440332.750000 Penalty: 4865.433594
	Iteration 54Q: 3 clusters Score -2440333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2440345.750000 Penalty: 4865.433594
	Iteration 55Q: 3 clusters Score -2440346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2440359.750000 Penalty: 4865.433594
	Iteration 56Q: 3 clusters Score -2440360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2440370.000000 Penalty: 4865.433594
	Iteration 57Q: 3 clusters Score -2440370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2440382.750000 Penalty: 4865.433594
	Iteration 58Q: 3 clusters Score -2440383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2440390.500000 Penalty: 4865.433594
	Iteration 59Q: 3 clusters Score -2440390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2440391.000000 Penalty: 4865.433594
	Iteration 60F: 3 clusters Score -2440391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2440392.500000 Penalty: 4865.433594
	Iteration 61Q: 3 clusters Score -2440392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2440391.000000 Penalty: 4865.433594
	Iteration 62Q: 3 clusters Score -2440391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2440396.750000 Penalty: 4865.433594
	Iteration 63Q: 3 clusters Score -2440397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2440396.750000 Penalty: 4865.433594
	Iteration 64F: 3 clusters Score -2440397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -410476.000000 Penalty: 1997.600342
	Iteration 0F: 2 clusters Score -410476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -407104.562500 Penalty: 3995.200684
	Iteration 0F: 3 clusters Score -407104.6 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -407816.500000 Penalty: 3995.200684
	Iteration 1F: 3 clusters Score -407816.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -408001.750000 Penalty: 3995.200684
	Iteration 2F: 3 clusters Score -408001.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -408111.312500 Penalty: 3995.200684
	Iteration 3F: 3 clusters Score -408111.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -408186.312500 Penalty: 3995.200684
	Iteration 4Q: 3 clusters Score -408186.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -408232.437500 Penalty: 3995.200684
	Iteration 5Q: 3 clusters Score -408232.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -408263.843750 Penalty: 3995.200684
	Iteration 6Q: 3 clusters Score -408263.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -408284.562500 Penalty: 3995.200684
	Iteration 7Q: 3 clusters Score -408284.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -408303.375000 Penalty: 3995.200684
	Iteration 8Q: 3 clusters Score -408303.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -408322.125000 Penalty: 3995.200684
	Iteration 9Q: 3 clusters Score -408322.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -408344.781250 Penalty: 3995.200684
	Iteration 10Q: 3 clusters Score -408344.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -408359.750000 Penalty: 3995.200684
	Iteration 11Q: 3 clusters Score -408359.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -408366.843750 Penalty: 3995.200684
	Iteration 12Q: 3 clusters Score -408366.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -408372.750000 Penalty: 3995.200684
	Iteration 13Q: 3 clusters Score -408372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -408375.593750 Penalty: 3995.200684
	Iteration 14Q: 3 clusters Score -408375.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -408375.593750 Penalty: 3995.200684
	Iteration 15F: 3 clusters Score -408375.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Entering Unmasked Estep 
Score: -5604531.000000 Penalty: 2645.952881
	Iteration 0F: 2 clusters Score -5604531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5575431.000000 Penalty: 5291.905762
	Iteration 0F: 3 clusters Score -5575431 nChanged 19658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -5586414.000000 Penalty: 5291.905762
	Iteration 1F: 3 clusters Score -5586414 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5587045.000000 Penalty: 5291.905762
	Iteration 2Q: 3 clusters Score -5587045 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -5587868.000000 Penalty: 5291.905762
	Iteration 3Q: 3 clusters Score -5587868 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -5588911.000000 Penalty: 5291.905762
	Iteration 4F: 3 clusters Score -5588911 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -5590385.500000 Penalty: 5291.905762
	Iteration 5F: 3 clusters Score -5590386 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -5592232.500000 Penalty: 5291.905762
	Iteration 6F: 3 clusters Score -5592232 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -5594226.000000 Penalty: 5291.905762
	Iteration 7F: 3 clusters Score -5594226 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -5595710.000000 Penalty: 5291.905762
	Iteration 8F: 3 clusters Score -5595710 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -5596601.500000 Penalty: 5291.905762
	Iteration 9Q: 3 clusters Score -5596602 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -5596980.000000 Penalty: 5291.905762
	Iteration 10Q: 3 clusters Score -5596980 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -5597122.500000 Penalty: 5291.905762
	Iteration 11Q: 3 clusters Score -5597122 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -5597182.500000 Penalty: 5291.905762
	Iteration 12Q: 3 clusters Score -5597182 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -5597250.000000 Penalty: 5291.905762
	Iteration 13Q: 3 clusters Score -5597250 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -5597279.000000 Penalty: 5291.905762
	Iteration 14Q: 3 clusters Score -5597279 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -5597314.000000 Penalty: 5291.905762
	Iteration 15Q: 3 clusters Score -5597314 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -5597314.000000 Penalty: 5291.905762
	Iteration 16Q: 3 clusters Score -5597314 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -5597342.500000 Penalty: 5291.905762
	Iteration 17Q: 3 clusters Score -5597342 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -5597376.500000 Penalty: 5291.905762
	Iteration 18Q: 3 clusters Score -5597376 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -5597416.500000 Penalty: 5291.905762
	Iteration 19Q: 3 clusters Score -5597416 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -5597485.500000 Penalty: 5291.905762
	Iteration 20F: 3 clusters Score -5597486 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -5597571.000000 Penalty: 5291.905762
	Iteration 21Q: 3 clusters Score -5597571 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -5597712.000000 Penalty: 5291.905762
	Iteration 22Q: 3 clusters Score -5597712 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -5597869.000000 Penalty: 5291.905762
	Iteration 23Q: 3 clusters Score -5597869 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -5598106.500000 Penalty: 5291.905762
	Iteration 24Q: 3 clusters Score -5598106 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -5598437.500000 Penalty: 5291.905762
	Iteration 25Q: 3 clusters Score -5598438 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5598927.000000 Penalty: 5291.905762
	Iteration 26Q: 3 clusters Score -5598927 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -5599504.000000 Penalty: 5291.905762
	Iteration 27Q: 3 clusters Score -5599504 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5600184.500000 Penalty: 5291.905762
	Iteration 28Q: 3 clusters Score -5600184 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5600857.500000 Penalty: 5291.905762
	Iteration 29Q: 3 clusters Score -5600858 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5601482.500000 Penalty: 5291.905762
	Iteration 30Q: 3 clusters Score -5601482 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5601938.000000 Penalty: 5291.905762
	Iteration 31Q: 3 clusters Score -5601938 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5602310.000000 Penalty: 5291.905762
	Iteration 32Q: 3 clusters Score -5602310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5602457.000000 Penalty: 5291.905762
	Iteration 33Q: 3 clusters Score -5602457 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5602548.500000 Penalty: 5291.905762
	Iteration 34Q: 3 clusters Score -5602548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5602577.000000 Penalty: 5291.905762
	Iteration 35Q: 3 clusters Score -5602577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5602604.500000 Penalty: 5291.905762
	Iteration 36Q: 3 clusters Score -5602604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5602615.500000 Penalty: 5291.905762
	Iteration 37Q: 3 clusters Score -5602616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5602635.500000 Penalty: 5291.905762
	Iteration 38Q: 3 clusters Score -5602636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5602640.500000 Penalty: 5291.905762
	Iteration 39Q: 3 clusters Score -5602640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5602661.000000 Penalty: 5291.905762
	Iteration 40F: 3 clusters Score -5602661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5602658.500000 Penalty: 5291.905762
	Iteration 41Q: 3 clusters Score -5602658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5602664.000000 Penalty: 5291.905762
	Iteration 42Q: 3 clusters Score -5602664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5602668.000000 Penalty: 5291.905762
	Iteration 43Q: 3 clusters Score -5602668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5602670.500000 Penalty: 5291.905762
	Iteration 44Q: 3 clusters Score -5602670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5602673.000000 Penalty: 5291.905762
	Iteration 45Q: 3 clusters Score -5602673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5602675.000000 Penalty: 5291.905762
	Iteration 46Q: 3 clusters Score -5602675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5602686.500000 Penalty: 5291.905762
	Iteration 47Q: 3 clusters Score -5602686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5602687.000000 Penalty: 5291.905762
	Iteration 48Q: 3 clusters Score -5602687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5602691.000000 Penalty: 5291.905762
	Iteration 49Q: 3 clusters Score -5602691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5602695.000000 Penalty: 5291.905762
	Iteration 50Q: 3 clusters Score -5602695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5602689.500000 Penalty: 5291.905762
	Iteration 51Q: 3 clusters Score -5602690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5602692.500000 Penalty: 5291.905762
	Iteration 52Q: 3 clusters Score -5602692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5602689.500000 Penalty: 5291.905762
	Iteration 53Q: 3 clusters Score -5602690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5602693.500000 Penalty: 5291.905762
	Iteration 54Q: 3 clusters Score -5602694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5602695.000000 Penalty: 5291.905762
	Iteration 55Q: 3 clusters Score -5602695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5602691.500000 Penalty: 5291.905762
	Iteration 56Q: 3 clusters Score -5602692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5602691.500000 Penalty: 5291.905762
	Iteration 57Q: 3 clusters Score -5602692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5602695.000000 Penalty: 5291.905762
	Iteration 58Q: 3 clusters Score -5602695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5602691.000000 Penalty: 5291.905762
	Iteration 59Q: 3 clusters Score -5602691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5602694.500000 Penalty: 5291.905762
	Iteration 60F: 3 clusters Score -5602694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5602697.000000 Penalty: 5291.905762
	Iteration 61Q: 3 clusters Score -5602697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5602695.500000 Penalty: 5291.905762
	Iteration 62Q: 3 clusters Score -5602696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5602695.500000 Penalty: 5291.905762
	Iteration 63Q: 3 clusters Score -5602696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5602707.500000 Penalty: 5291.905762
	Iteration 64Q: 3 clusters Score -5602708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5602706.000000 Penalty: 5291.905762
	Iteration 65Q: 3 clusters Score -5602706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5602701.000000 Penalty: 5291.905762
	Iteration 66Q: 3 clusters Score -5602701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5602694.500000 Penalty: 5291.905762
	Iteration 67Q: 3 clusters Score -5602694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5602697.000000 Penalty: 5291.905762
	Iteration 68Q: 3 clusters Score -5602697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5602711.000000 Penalty: 5291.905762
	Iteration 69Q: 3 clusters Score -5602711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5602706.500000 Penalty: 5291.905762
	Iteration 70Q: 3 clusters Score -5602706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5602707.500000 Penalty: 5291.905762
	Iteration 71Q: 3 clusters Score -5602708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5602713.000000 Penalty: 5291.905762
	Iteration 72Q: 3 clusters Score -5602713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5602721.500000 Penalty: 5291.905762
	Iteration 73Q: 3 clusters Score -5602722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5602723.000000 Penalty: 5291.905762
	Iteration 74Q: 3 clusters Score -5602723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5602721.500000 Penalty: 5291.905762
	Iteration 75Q: 3 clusters Score -5602722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5602724.000000 Penalty: 5291.905762
	Iteration 76Q: 3 clusters Score -5602724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5602732.500000 Penalty: 5291.905762
	Iteration 77Q: 3 clusters Score -5602732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5602737.000000 Penalty: 5291.905762
	Iteration 78Q: 3 clusters Score -5602737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5602741.000000 Penalty: 5291.905762
	Iteration 79Q: 3 clusters Score -5602741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5602747.000000 Penalty: 5291.905762
	Iteration 80F: 3 clusters Score -5602747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5602747.500000 Penalty: 5291.905762
	Iteration 81Q: 3 clusters Score -5602748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5602739.500000 Penalty: 5291.905762
	Iteration 82Q: 3 clusters Score -5602740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5602743.000000 Penalty: 5291.905762
	Iteration 83Q: 3 clusters Score -5602743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5602743.000000 Penalty: 5291.905762
	Iteration 84Q: 3 clusters Score -5602743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5602747.500000 Penalty: 5291.905762
	Iteration 85Q: 3 clusters Score -5602748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5602750.000000 Penalty: 5291.905762
	Iteration 86Q: 3 clusters Score -5602750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5602752.000000 Penalty: 5291.905762
	Iteration 87Q: 3 clusters Score -5602752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5602750.000000 Penalty: 5291.905762
	Iteration 88Q: 3 clusters Score -5602750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5602750.000000 Penalty: 5291.905762
	Iteration 89F: 3 clusters Score -5602750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Entering Unmasked Estep 
Score: -3893621.750000 Penalty: 2545.356934
	Iteration 0F: 2 clusters Score -3893622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3873849.750000 Penalty: 5090.713867
	Iteration 0F: 3 clusters Score -3873850 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3880770.250000 Penalty: 5090.713867
	Iteration 1F: 3 clusters Score -3880770 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3881135.500000 Penalty: 5090.713867
	Iteration 2Q: 3 clusters Score -3881136 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3881461.750000 Penalty: 5090.713867
	Iteration 3Q: 3 clusters Score -3881462 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3881759.750000 Penalty: 5090.713867
	Iteration 4Q: 3 clusters Score -3881760 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3882113.500000 Penalty: 5090.713867
	Iteration 5Q: 3 clusters Score -3882114 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3882560.750000 Penalty: 5090.713867
	Iteration 6Q: 3 clusters Score -3882561 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3883288.750000 Penalty: 5090.713867
	Iteration 7Q: 3 clusters Score -3883289 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3884401.750000 Penalty: 5090.713867
	Iteration 8F: 3 clusters Score -3884402 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3886015.500000 Penalty: 5090.713867
	Iteration 9F: 3 clusters Score -3886016 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3887845.500000 Penalty: 5090.713867
	Iteration 10F: 3 clusters Score -3887846 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3889433.000000 Penalty: 5090.713867
	Iteration 11F: 3 clusters Score -3889433 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3890439.750000 Penalty: 5090.713867
	Iteration 12Q: 3 clusters Score -3890440 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3890878.250000 Penalty: 5090.713867
	Iteration 13Q: 3 clusters Score -3890878 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3891081.000000 Penalty: 5090.713867
	Iteration 14Q: 3 clusters Score -3891081 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3891188.250000 Penalty: 5090.713867
	Iteration 15Q: 3 clusters Score -3891188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3891238.500000 Penalty: 5090.713867
	Iteration 16Q: 3 clusters Score -3891238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3891269.000000 Penalty: 5090.713867
	Iteration 17Q: 3 clusters Score -3891269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3891291.250000 Penalty: 5090.713867
	Iteration 18Q: 3 clusters Score -3891291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3891315.250000 Penalty: 5090.713867
	Iteration 19Q: 3 clusters Score -3891315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3891327.500000 Penalty: 5090.713867
	Iteration 20F: 3 clusters Score -3891328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3891344.750000 Penalty: 5090.713867
	Iteration 21Q: 3 clusters Score -3891345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3891365.250000 Penalty: 5090.713867
	Iteration 22Q: 3 clusters Score -3891365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3891368.750000 Penalty: 5090.713867
	Iteration 23Q: 3 clusters Score -3891369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3891372.000000 Penalty: 5090.713867
	Iteration 24Q: 3 clusters Score -3891372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3891372.250000 Penalty: 5090.713867
	Iteration 25Q: 3 clusters Score -3891372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3891372.250000 Penalty: 5090.713867
	Iteration 26F: 3 clusters Score -3891372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -136657.171875 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -136657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134605.125000 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -134605.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134960.546875 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -134960.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -135109.734375 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -135109.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -135247.578125 Penalty: 3470.354004
	Iteration 3F: 3 clusters Score -135247.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -135424.312500 Penalty: 3470.354004
	Iteration 4F: 3 clusters Score -135424.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -135642.343750 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -135642.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -135966.765625 Penalty: 3470.354004
	Iteration 6F: 3 clusters Score -135966.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -136129.156250 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -136129.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -136211.390625 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -136211.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -136295.500000 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -136295.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -136361.062500 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -136361.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -136407.734375 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -136407.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -136455.406250 Penalty: 3470.354004
	Iteration 12Q: 3 clusters Score -136455.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -136498.531250 Penalty: 3470.354004
	Iteration 13Q: 3 clusters Score -136498.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -136565.921875 Penalty: 3470.354004
	Iteration 14Q: 3 clusters Score -136565.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -136712.968750 Penalty: 3470.354004
	Iteration 15Q: 3 clusters Score -136713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -136830.734375 Penalty: 3470.354004
	Iteration 16Q: 3 clusters Score -136830.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -136854.046875 Penalty: 3470.354004
	Iteration 17Q: 3 clusters Score -136854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -136881.140625 Penalty: 3470.354004
	Iteration 18Q: 3 clusters Score -136881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -136898.437500 Penalty: 3470.354004
	Iteration 19Q: 3 clusters Score -136898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -136912.515625 Penalty: 3470.354004
	Iteration 20F: 3 clusters Score -136912.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -136922.656250 Penalty: 3470.354004
	Iteration 21Q: 3 clusters Score -136922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -136933.765625 Penalty: 3470.354004
	Iteration 22Q: 3 clusters Score -136933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -136939.843750 Penalty: 3470.354004
	Iteration 23Q: 3 clusters Score -136939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -136946.515625 Penalty: 3470.354004
	Iteration 24Q: 3 clusters Score -136946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -136953.031250 Penalty: 3470.354004
	Iteration 25Q: 3 clusters Score -136953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -136956.406250 Penalty: 3470.354004
	Iteration 26Q: 3 clusters Score -136956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -136961.031250 Penalty: 3470.354004
	Iteration 27Q: 3 clusters Score -136961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -136968.734375 Penalty: 3470.354004
	Iteration 28Q: 3 clusters Score -136968.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -137004.281250 Penalty: 3470.354004
	Iteration 29Q: 3 clusters Score -137004.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -137016.531250 Penalty: 3470.354004
	Iteration 30Q: 3 clusters Score -137016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -137019.609375 Penalty: 3470.354004
	Iteration 31Q: 3 clusters Score -137019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -137021.546875 Penalty: 3470.354004
	Iteration 32Q: 3 clusters Score -137021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -137023.578125 Penalty: 3470.354004
	Iteration 33Q: 3 clusters Score -137023.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -137026.093750 Penalty: 3470.354004
	Iteration 34Q: 3 clusters Score -137026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -137026.093750 Penalty: 3470.354004
	Iteration 35F: 3 clusters Score -137026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 156901 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 167932 members 
Mstep: Class 6 contains 61451 members 
Mstep: Class 7 contains 7046 members 
Mstep: Class 8 contains 188270 members 
Mstep: Class 9 contains 17532 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30995 members 
Mstep: Class 16 contains 173032 members 
Mstep: Class 17 contains 173519 members 
Mstep: Class 18 contains 18203 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43009 members 
Mstep: Class 21 contains 28668 members 
Mstep: Class 22 contains 778 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 315 members 
Entering Unmasked Estep 
Score: -144352368.000000 Penalty: 86221.867188
Splitting cluster 22 changes total score from -144353776.000000 to -144352368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -127405.515625 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -127405.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125406.867188 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -125406.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125753.359375 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -125753.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125951.687500 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -125951.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -126206.328125 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -126206.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -126533.773438 Penalty: 3444.745361
	Iteration 4F: 3 clusters Score -126533.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -126673.460938 Penalty: 3444.745361
	Iteration 5F: 3 clusters Score -126673.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -126768.093750 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -126768.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -126865.546875 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -126865.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -126912.468750 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -126912.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -126949.382812 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -126949.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -126980.953125 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -126981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -126991.750000 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -126991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -126999.250000 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -126999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -127004.164062 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -127004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -127006.046875 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -127006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -127009.429688 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -127009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -127018.695312 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -127018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -127024.679688 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -127024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -127028.781250 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -127028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -127029.648438 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -127029.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -127029.648438 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -127029.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -168618.843750 Penalty: 1796.745605
	Iteration 0F: 2 clusters Score -168618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -166463.078125 Penalty: 3593.491211
	Iteration 0F: 3 clusters Score -166463.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -166946.046875 Penalty: 3593.491211
	Iteration 1F: 3 clusters Score -166946 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -167123.828125 Penalty: 3593.491211
	Iteration 2F: 3 clusters Score -167123.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -167207.437500 Penalty: 3593.491211
	Iteration 3F: 3 clusters Score -167207.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -167272.593750 Penalty: 3593.491211
	Iteration 4Q: 3 clusters Score -167272.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -167313.984375 Penalty: 3593.491211
	Iteration 5Q: 3 clusters Score -167314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -167353.765625 Penalty: 3593.491211
	Iteration 6Q: 3 clusters Score -167353.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -167376.890625 Penalty: 3593.491211
	Iteration 7Q: 3 clusters Score -167376.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -167392.750000 Penalty: 3593.491211
	Iteration 8Q: 3 clusters Score -167392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -167402.656250 Penalty: 3593.491211
	Iteration 9Q: 3 clusters Score -167402.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -167411.500000 Penalty: 3593.491211
	Iteration 10Q: 3 clusters Score -167411.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -167421.640625 Penalty: 3593.491211
	Iteration 11Q: 3 clusters Score -167421.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -167436.328125 Penalty: 3593.491211
	Iteration 12Q: 3 clusters Score -167436.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -167445.421875 Penalty: 3593.491211
	Iteration 13Q: 3 clusters Score -167445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -167448.593750 Penalty: 3593.491211
	Iteration 14Q: 3 clusters Score -167448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -167450.390625 Penalty: 3593.491211
	Iteration 15Q: 3 clusters Score -167450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -167452.687500 Penalty: 3593.491211
	Iteration 16Q: 3 clusters Score -167452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -167453.156250 Penalty: 3593.491211
	Iteration 17Q: 3 clusters Score -167453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -167454.125000 Penalty: 3593.491211
	Iteration 18Q: 3 clusters Score -167454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -167454.468750 Penalty: 3593.491211
	Iteration 19Q: 3 clusters Score -167454.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -167454.468750 Penalty: 3593.491211
	Iteration 20F: 3 clusters Score -167454.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 156901 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 167932 members 
Mstep: Class 6 contains 61451 members 
Mstep: Class 7 contains 7046 members 
Mstep: Class 8 contains 188270 members 
Mstep: Class 9 contains 17532 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30995 members 
Mstep: Class 16 contains 173032 members 
Mstep: Class 17 contains 173519 members 
Mstep: Class 18 contains 18203 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43009 members 
Mstep: Class 21 contains 28668 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353920.000000 Penalty: 82772.992188
Iteration 119Q: 25 clusters Score -1.443539e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 156900 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 167917 members 
Mstep: Class 6 contains 61452 members 
Mstep: Class 7 contains 7046 members 
Mstep: Class 8 contains 188257 members 
Mstep: Class 9 contains 17537 members 
Mstep: Class 10 contains 2707 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30993 members 
Mstep: Class 16 contains 173028 members 
Mstep: Class 17 contains 173502 members 
Mstep: Class 18 contains 18225 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43019 members 
Mstep: Class 21 contains 28682 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353888.000000 Penalty: 82772.992188
Iteration 120F: 25 clusters Score -1.443539e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2185 members 
Mstep: Class 3 contains 156894 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 167909 members 
Mstep: Class 6 contains 61453 members 
Mstep: Class 7 contains 7043 members 
Mstep: Class 8 contains 188241 members 
Mstep: Class 9 contains 17543 members 
Mstep: Class 10 contains 2708 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30994 members 
Mstep: Class 16 contains 173012 members 
Mstep: Class 17 contains 173497 members 
Mstep: Class 18 contains 18258 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43034 members 
Mstep: Class 21 contains 28685 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354000.000000 Penalty: 82772.992188
Iteration 121Q: 25 clusters Score -1.44354e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 156883 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 167902 members 
Mstep: Class 6 contains 61456 members 
Mstep: Class 7 contains 7043 members 
Mstep: Class 8 contains 188226 members 
Mstep: Class 9 contains 17543 members 
Mstep: Class 10 contains 2709 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30991 members 
Mstep: Class 16 contains 173002 members 
Mstep: Class 17 contains 173498 members 
Mstep: Class 18 contains 18296 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43045 members 
Mstep: Class 21 contains 28689 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 122Q: 25 clusters Score -1.443542e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 156873 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167893 members 
Mstep: Class 6 contains 61453 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 188208 members 
Mstep: Class 9 contains 17549 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30991 members 
Mstep: Class 16 contains 173007 members 
Mstep: Class 17 contains 173494 members 
Mstep: Class 18 contains 18319 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43054 members 
Mstep: Class 21 contains 28704 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354064.000000 Penalty: 82772.992188
Iteration 123Q: 25 clusters Score -1.443541e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 156878 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167886 members 
Mstep: Class 6 contains 61455 members 
Mstep: Class 7 contains 7041 members 
Mstep: Class 8 contains 188197 members 
Mstep: Class 9 contains 17549 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30995 members 
Mstep: Class 16 contains 172991 members 
Mstep: Class 17 contains 173494 members 
Mstep: Class 18 contains 18337 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43055 members 
Mstep: Class 21 contains 28712 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354048.000000 Penalty: 82772.992188
Iteration 124Q: 25 clusters Score -1.44354e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2204 members 
Mstep: Class 3 contains 156880 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167878 members 
Mstep: Class 6 contains 61452 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188208 members 
Mstep: Class 9 contains 17547 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30996 members 
Mstep: Class 16 contains 172959 members 
Mstep: Class 17 contains 173496 members 
Mstep: Class 18 contains 18354 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43056 members 
Mstep: Class 21 contains 28727 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354016.000000 Penalty: 82772.992188
Iteration 125Q: 25 clusters Score -1.44354e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 156872 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167868 members 
Mstep: Class 6 contains 61448 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 188213 members 
Mstep: Class 9 contains 17541 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30998 members 
Mstep: Class 16 contains 172947 members 
Mstep: Class 17 contains 173492 members 
Mstep: Class 18 contains 18376 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43059 members 
Mstep: Class 21 contains 28732 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354016.000000 Penalty: 82772.992188
Iteration 126Q: 25 clusters Score -1.44354e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 156872 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167859 members 
Mstep: Class 6 contains 61445 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188210 members 
Mstep: Class 9 contains 17537 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30997 members 
Mstep: Class 16 contains 172934 members 
Mstep: Class 17 contains 173486 members 
Mstep: Class 18 contains 18395 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43064 members 
Mstep: Class 21 contains 28739 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 127Q: 25 clusters Score -1.443541e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2215 members 
Mstep: Class 3 contains 156864 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167852 members 
Mstep: Class 6 contains 61443 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188203 members 
Mstep: Class 9 contains 17533 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30999 members 
Mstep: Class 16 contains 172928 members 
Mstep: Class 17 contains 173491 members 
Mstep: Class 18 contains 18411 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43064 members 
Mstep: Class 21 contains 28747 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144353968.000000 Penalty: 82772.992188
Iteration 128Q: 25 clusters Score -1.44354e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 156866 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167839 members 
Mstep: Class 6 contains 61443 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188205 members 
Mstep: Class 9 contains 17526 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30998 members 
Mstep: Class 16 contains 172923 members 
Mstep: Class 17 contains 173486 members 
Mstep: Class 18 contains 18431 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43064 members 
Mstep: Class 21 contains 28751 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354112.000000 Penalty: 82772.992188
Iteration 129Q: 25 clusters Score -1.443541e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 156858 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167829 members 
Mstep: Class 6 contains 61438 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 188209 members 
Mstep: Class 9 contains 17514 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1991 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30996 members 
Mstep: Class 16 contains 172923 members 
Mstep: Class 17 contains 173492 members 
Mstep: Class 18 contains 18454 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43064 members 
Mstep: Class 21 contains 28758 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354048.000000 Penalty: 82772.992188
Iteration 130Q: 25 clusters Score -1.44354e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 156855 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167826 members 
Mstep: Class 6 contains 61437 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188205 members 
Mstep: Class 9 contains 17509 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1991 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30997 members 
Mstep: Class 16 contains 172920 members 
Mstep: Class 17 contains 173492 members 
Mstep: Class 18 contains 18465 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43063 members 
Mstep: Class 21 contains 28765 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 131Q: 25 clusters Score -1.443541e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 156853 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167824 members 
Mstep: Class 6 contains 61437 members 
Mstep: Class 7 contains 7033 members 
Mstep: Class 8 contains 188206 members 
Mstep: Class 9 contains 17506 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1993 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30996 members 
Mstep: Class 16 contains 172913 members 
Mstep: Class 17 contains 173488 members 
Mstep: Class 18 contains 18478 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43061 members 
Mstep: Class 21 contains 28772 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 132Q: 25 clusters Score -1.443541e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 156854 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167818 members 
Mstep: Class 6 contains 61436 members 
Mstep: Class 7 contains 7032 members 
Mstep: Class 8 contains 188203 members 
Mstep: Class 9 contains 17504 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6580 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 30996 members 
Mstep: Class 16 contains 172905 members 
Mstep: Class 17 contains 173485 members 
Mstep: Class 18 contains 18490 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43057 members 
Mstep: Class 21 contains 28780 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 133Q: 25 clusters Score -1.443542e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2246 members 
Mstep: Class 3 contains 156862 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167814 members 
Mstep: Class 6 contains 61432 members 
Mstep: Class 7 contains 7032 members 
Mstep: Class 8 contains 188194 members 
Mstep: Class 9 contains 17503 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172898 members 
Mstep: Class 17 contains 173482 members 
Mstep: Class 18 contains 18497 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43055 members 
Mstep: Class 21 contains 28786 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 134Q: 25 clusters Score -1.443541e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2250 members 
Mstep: Class 3 contains 156876 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167807 members 
Mstep: Class 6 contains 61432 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 188176 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 172895 members 
Mstep: Class 17 contains 173482 members 
Mstep: Class 18 contains 18502 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43058 members 
Mstep: Class 21 contains 28789 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354368.000000 Penalty: 82772.992188
Iteration 135Q: 25 clusters Score -1.443544e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 156882 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167794 members 
Mstep: Class 6 contains 61432 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188171 members 
Mstep: Class 9 contains 17490 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 172890 members 
Mstep: Class 17 contains 173481 members 
Mstep: Class 18 contains 18510 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43057 members 
Mstep: Class 21 contains 28791 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354288.000000 Penalty: 82772.992188
Iteration 136Q: 25 clusters Score -1.443543e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 156887 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167780 members 
Mstep: Class 6 contains 61432 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188168 members 
Mstep: Class 9 contains 17485 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 172882 members 
Mstep: Class 17 contains 173481 members 
Mstep: Class 18 contains 18517 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43060 members 
Mstep: Class 21 contains 28796 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354544.000000 Penalty: 82772.992188
Iteration 137Q: 25 clusters Score -1.443545e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 156884 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167763 members 
Mstep: Class 6 contains 61431 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188160 members 
Mstep: Class 9 contains 17477 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 172883 members 
Mstep: Class 17 contains 173486 members 
Mstep: Class 18 contains 18527 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43060 members 
Mstep: Class 21 contains 28801 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354384.000000 Penalty: 82772.992188
Iteration 138Q: 25 clusters Score -1.443544e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 156886 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167749 members 
Mstep: Class 6 contains 61428 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188151 members 
Mstep: Class 9 contains 17473 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 172889 members 
Mstep: Class 17 contains 173489 members 
Mstep: Class 18 contains 18535 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43062 members 
Mstep: Class 21 contains 28805 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354464.000000 Penalty: 82772.992188
Iteration 139Q: 25 clusters Score -1.443545e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 156885 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167743 members 
Mstep: Class 6 contains 61424 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188144 members 
Mstep: Class 9 contains 17473 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 172889 members 
Mstep: Class 17 contains 173492 members 
Mstep: Class 18 contains 18539 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43061 members 
Mstep: Class 21 contains 28807 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354384.000000 Penalty: 82772.992188
Iteration 140F: 25 clusters Score -1.443544e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 156891 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167740 members 
Mstep: Class 6 contains 61418 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188136 members 
Mstep: Class 9 contains 17472 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172882 members 
Mstep: Class 17 contains 173495 members 
Mstep: Class 18 contains 18541 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43061 members 
Mstep: Class 21 contains 28812 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354416.000000 Penalty: 82772.992188
Iteration 141Q: 25 clusters Score -1.443544e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 156893 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167734 members 
Mstep: Class 6 contains 61412 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188131 members 
Mstep: Class 9 contains 17477 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 172880 members 
Mstep: Class 17 contains 173496 members 
Mstep: Class 18 contains 18541 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43061 members 
Mstep: Class 21 contains 28815 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354432.000000 Penalty: 82772.992188
Iteration 142Q: 25 clusters Score -1.443544e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 156895 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167728 members 
Mstep: Class 6 contains 61403 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188129 members 
Mstep: Class 9 contains 17476 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172885 members 
Mstep: Class 17 contains 173498 members 
Mstep: Class 18 contains 18542 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43062 members 
Mstep: Class 21 contains 28818 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354400.000000 Penalty: 82772.992188
Iteration 143Q: 25 clusters Score -1.443544e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 156897 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167720 members 
Mstep: Class 6 contains 61397 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188129 members 
Mstep: Class 9 contains 17475 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172894 members 
Mstep: Class 17 contains 173500 members 
Mstep: Class 18 contains 18545 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43065 members 
Mstep: Class 21 contains 28817 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354288.000000 Penalty: 82772.992188
Iteration 144Q: 25 clusters Score -1.443543e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 156900 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167716 members 
Mstep: Class 6 contains 61397 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188123 members 
Mstep: Class 9 contains 17472 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 172898 members 
Mstep: Class 17 contains 173499 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43070 members 
Mstep: Class 21 contains 28816 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354288.000000 Penalty: 82772.992188
Iteration 145Q: 25 clusters Score -1.443543e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 156899 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167711 members 
Mstep: Class 6 contains 61396 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188119 members 
Mstep: Class 9 contains 17471 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 172896 members 
Mstep: Class 17 contains 173502 members 
Mstep: Class 18 contains 18553 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43071 members 
Mstep: Class 21 contains 28819 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354320.000000 Penalty: 82772.992188
Iteration 146Q: 25 clusters Score -1.443543e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 156899 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167706 members 
Mstep: Class 6 contains 61393 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188114 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 172893 members 
Mstep: Class 17 contains 173509 members 
Mstep: Class 18 contains 18558 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43074 members 
Mstep: Class 21 contains 28819 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354304.000000 Penalty: 82772.992188
Iteration 147Q: 25 clusters Score -1.443543e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156901 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167704 members 
Mstep: Class 6 contains 61390 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188110 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 172897 members 
Mstep: Class 17 contains 173510 members 
Mstep: Class 18 contains 18561 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43075 members 
Mstep: Class 21 contains 28819 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 148Q: 25 clusters Score -1.443542e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156909 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167702 members 
Mstep: Class 6 contains 61388 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188102 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 172898 members 
Mstep: Class 17 contains 173510 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43079 members 
Mstep: Class 21 contains 28819 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 149Q: 25 clusters Score -1.443542e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156909 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167699 members 
Mstep: Class 6 contains 61387 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188102 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 172895 members 
Mstep: Class 17 contains 173508 members 
Mstep: Class 18 contains 18563 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43086 members 
Mstep: Class 21 contains 28821 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 150Q: 25 clusters Score -1.443542e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156910 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167695 members 
Mstep: Class 6 contains 61388 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188088 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 172891 members 
Mstep: Class 17 contains 173509 members 
Mstep: Class 18 contains 18564 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43098 members 
Mstep: Class 21 contains 28821 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 151Q: 25 clusters Score -1.443542e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156909 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167691 members 
Mstep: Class 6 contains 61388 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188078 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 172892 members 
Mstep: Class 17 contains 173510 members 
Mstep: Class 18 contains 18564 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43104 members 
Mstep: Class 21 contains 28821 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 152Q: 25 clusters Score -1.443542e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156907 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167686 members 
Mstep: Class 6 contains 61386 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188072 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 172899 members 
Mstep: Class 17 contains 173508 members 
Mstep: Class 18 contains 18565 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43109 members 
Mstep: Class 21 contains 28823 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 153Q: 25 clusters Score -1.443542e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156908 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167685 members 
Mstep: Class 6 contains 61385 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188067 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 172900 members 
Mstep: Class 17 contains 173510 members 
Mstep: Class 18 contains 18566 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43112 members 
Mstep: Class 21 contains 28825 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354112.000000 Penalty: 82772.992188
Iteration 154Q: 25 clusters Score -1.443541e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156912 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167679 members 
Mstep: Class 6 contains 61383 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188063 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172901 members 
Mstep: Class 17 contains 173508 members 
Mstep: Class 18 contains 18570 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43116 members 
Mstep: Class 21 contains 28826 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354112.000000 Penalty: 82772.992188
Iteration 155Q: 25 clusters Score -1.443541e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156914 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167675 members 
Mstep: Class 6 contains 61382 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188059 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172903 members 
Mstep: Class 17 contains 173511 members 
Mstep: Class 18 contains 18574 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43118 members 
Mstep: Class 21 contains 28826 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 156Q: 25 clusters Score -1.443541e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156910 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167668 members 
Mstep: Class 6 contains 61382 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188057 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172910 members 
Mstep: Class 17 contains 173513 members 
Mstep: Class 18 contains 18577 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43122 members 
Mstep: Class 21 contains 28825 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 157Q: 25 clusters Score -1.443541e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156908 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167656 members 
Mstep: Class 6 contains 61381 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188052 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31000 members 
Mstep: Class 16 contains 172916 members 
Mstep: Class 17 contains 173521 members 
Mstep: Class 18 contains 18580 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43127 members 
Mstep: Class 21 contains 28827 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 158Q: 25 clusters Score -1.443542e+08 nChanged 59
Entering ConstructFrom: 
Score: -144354192.000000 Penalty: 82772.992188
Entering ConstructFrom: 
Trying to split cluster 1 (5651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Entering Unmasked Estep 
Score: -784865.375000 Penalty: 2142.617676
	Iteration 0F: 2 clusters Score -784865.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -779914.000000 Penalty: 4285.235352
	Iteration 0F: 3 clusters Score -779914 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -781099.312500 Penalty: 4285.235352
	Iteration 1F: 3 clusters Score -781099.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -781320.687500 Penalty: 4285.235352
	Iteration 2F: 3 clusters Score -781320.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -781439.062500 Penalty: 4285.235352
	Iteration 3Q: 3 clusters Score -781439.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -781523.625000 Penalty: 4285.235352
	Iteration 4Q: 3 clusters Score -781523.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -781583.437500 Penalty: 4285.235352
	Iteration 5Q: 3 clusters Score -781583.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -781628.375000 Penalty: 4285.235352
	Iteration 6Q: 3 clusters Score -781628.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -781666.937500 Penalty: 4285.235352
	Iteration 7Q: 3 clusters Score -781666.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -781694.062500 Penalty: 4285.235352
	Iteration 8Q: 3 clusters Score -781694.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -781716.375000 Penalty: 4285.235352
	Iteration 9Q: 3 clusters Score -781716.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -781727.750000 Penalty: 4285.235352
	Iteration 10Q: 3 clusters Score -781727.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -781740.125000 Penalty: 4285.235352
	Iteration 11Q: 3 clusters Score -781740.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -781752.562500 Penalty: 4285.235352
	Iteration 12Q: 3 clusters Score -781752.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -781764.812500 Penalty: 4285.235352
	Iteration 13Q: 3 clusters Score -781764.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -781775.750000 Penalty: 4285.235352
	Iteration 14Q: 3 clusters Score -781775.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -781785.812500 Penalty: 4285.235352
	Iteration 15Q: 3 clusters Score -781785.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -781791.312500 Penalty: 4285.235352
	Iteration 16Q: 3 clusters Score -781791.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -781801.312500 Penalty: 4285.235352
	Iteration 17Q: 3 clusters Score -781801.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -781804.750000 Penalty: 4285.235352
	Iteration 18Q: 3 clusters Score -781804.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -781813.625000 Penalty: 4285.235352
	Iteration 19Q: 3 clusters Score -781813.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -781817.625000 Penalty: 4285.235352
	Iteration 20F: 3 clusters Score -781817.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -781825.812500 Penalty: 4285.235352
	Iteration 21Q: 3 clusters Score -781825.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -781827.875000 Penalty: 4285.235352
	Iteration 22Q: 3 clusters Score -781827.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -781833.750000 Penalty: 4285.235352
	Iteration 23Q: 3 clusters Score -781833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -781837.375000 Penalty: 4285.235352
	Iteration 24Q: 3 clusters Score -781837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -781841.750000 Penalty: 4285.235352
	Iteration 25Q: 3 clusters Score -781841.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -781844.437500 Penalty: 4285.235352
	Iteration 26Q: 3 clusters Score -781844.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -781846.375000 Penalty: 4285.235352
	Iteration 27Q: 3 clusters Score -781846.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -781849.750000 Penalty: 4285.235352
	Iteration 28Q: 3 clusters Score -781849.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -781854.000000 Penalty: 4285.235352
	Iteration 29Q: 3 clusters Score -781854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -781857.687500 Penalty: 4285.235352
	Iteration 30Q: 3 clusters Score -781857.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -781862.625000 Penalty: 4285.235352
	Iteration 31Q: 3 clusters Score -781862.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -781868.062500 Penalty: 4285.235352
	Iteration 32Q: 3 clusters Score -781868.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -781875.937500 Penalty: 4285.235352
	Iteration 33Q: 3 clusters Score -781875.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -781881.437500 Penalty: 4285.235352
	Iteration 34Q: 3 clusters Score -781881.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -781883.375000 Penalty: 4285.235352
	Iteration 35Q: 3 clusters Score -781883.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -781886.750000 Penalty: 4285.235352
	Iteration 36Q: 3 clusters Score -781886.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -781889.187500 Penalty: 4285.235352
	Iteration 37Q: 3 clusters Score -781889.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -781894.875000 Penalty: 4285.235352
	Iteration 38Q: 3 clusters Score -781894.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -781900.250000 Penalty: 4285.235352
	Iteration 39Q: 3 clusters Score -781900.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -781905.687500 Penalty: 4285.235352
	Iteration 40F: 3 clusters Score -781905.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -781909.375000 Penalty: 4285.235352
	Iteration 41Q: 3 clusters Score -781909.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -781914.312500 Penalty: 4285.235352
	Iteration 42Q: 3 clusters Score -781914.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -781920.937500 Penalty: 4285.235352
	Iteration 43Q: 3 clusters Score -781920.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -781925.687500 Penalty: 4285.235352
	Iteration 44Q: 3 clusters Score -781925.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -781931.375000 Penalty: 4285.235352
	Iteration 45Q: 3 clusters Score -781931.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -781937.000000 Penalty: 4285.235352
	Iteration 46Q: 3 clusters Score -781937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -781941.125000 Penalty: 4285.235352
	Iteration 47Q: 3 clusters Score -781941.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -781945.125000 Penalty: 4285.235352
	Iteration 48Q: 3 clusters Score -781945.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -781947.375000 Penalty: 4285.235352
	Iteration 49Q: 3 clusters Score -781947.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -781951.062500 Penalty: 4285.235352
	Iteration 50Q: 3 clusters Score -781951.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -781953.250000 Penalty: 4285.235352
	Iteration 51Q: 3 clusters Score -781953.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -781957.625000 Penalty: 4285.235352
	Iteration 52Q: 3 clusters Score -781957.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -781962.187500 Penalty: 4285.235352
	Iteration 53Q: 3 clusters Score -781962.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -781963.250000 Penalty: 4285.235352
	Iteration 54Q: 3 clusters Score -781963.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -781969.125000 Penalty: 4285.235352
	Iteration 55Q: 3 clusters Score -781969.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -781972.375000 Penalty: 4285.235352
	Iteration 56Q: 3 clusters Score -781972.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -781977.500000 Penalty: 4285.235352
	Iteration 57Q: 3 clusters Score -781977.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -781985.437500 Penalty: 4285.235352
	Iteration 58Q: 3 clusters Score -781985.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -781990.312500 Penalty: 4285.235352
	Iteration 59Q: 3 clusters Score -781990.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -781993.437500 Penalty: 4285.235352
	Iteration 60F: 3 clusters Score -781993.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -781998.000000 Penalty: 4285.235352
	Iteration 61Q: 3 clusters Score -781998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -782005.000000 Penalty: 4285.235352
	Iteration 62Q: 3 clusters Score -782005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -782011.187500 Penalty: 4285.235352
	Iteration 63Q: 3 clusters Score -782011.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -782019.062500 Penalty: 4285.235352
	Iteration 64Q: 3 clusters Score -782019.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -782026.437500 Penalty: 4285.235352
	Iteration 65Q: 3 clusters Score -782026.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -782037.562500 Penalty: 4285.235352
	Iteration 66Q: 3 clusters Score -782037.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -782052.875000 Penalty: 4285.235352
	Iteration 67Q: 3 clusters Score -782052.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -782071.562500 Penalty: 4285.235352
	Iteration 68Q: 3 clusters Score -782071.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -782091.125000 Penalty: 4285.235352
	Iteration 69Q: 3 clusters Score -782091.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -782112.625000 Penalty: 4285.235352
	Iteration 70Q: 3 clusters Score -782112.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -782135.875000 Penalty: 4285.235352
	Iteration 71Q: 3 clusters Score -782135.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -782150.937500 Penalty: 4285.235352
	Iteration 72Q: 3 clusters Score -782150.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -782168.125000 Penalty: 4285.235352
	Iteration 73Q: 3 clusters Score -782168.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -782188.625000 Penalty: 4285.235352
	Iteration 74Q: 3 clusters Score -782188.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -782212.250000 Penalty: 4285.235352
	Iteration 75Q: 3 clusters Score -782212.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -782245.187500 Penalty: 4285.235352
	Iteration 76Q: 3 clusters Score -782245.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -782273.750000 Penalty: 4285.235352
	Iteration 77Q: 3 clusters Score -782273.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -782320.250000 Penalty: 4285.235352
	Iteration 78Q: 3 clusters Score -782320.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -782364.250000 Penalty: 4285.235352
	Iteration 79Q: 3 clusters Score -782364.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -782397.375000 Penalty: 4285.235352
	Iteration 80F: 3 clusters Score -782397.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -782425.750000 Penalty: 4285.235352
	Iteration 81Q: 3 clusters Score -782425.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -782464.562500 Penalty: 4285.235352
	Iteration 82Q: 3 clusters Score -782464.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -782510.187500 Penalty: 4285.235352
	Iteration 83Q: 3 clusters Score -782510.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -782558.250000 Penalty: 4285.235352
	Iteration 84Q: 3 clusters Score -782558.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -782609.187500 Penalty: 4285.235352
	Iteration 85Q: 3 clusters Score -782609.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -782651.312500 Penalty: 4285.235352
	Iteration 86Q: 3 clusters Score -782651.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -782696.250000 Penalty: 4285.235352
	Iteration 87Q: 3 clusters Score -782696.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -782730.562500 Penalty: 4285.235352
	Iteration 88Q: 3 clusters Score -782730.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -782756.000000 Penalty: 4285.235352
	Iteration 89Q: 3 clusters Score -782756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -782777.937500 Penalty: 4285.235352
	Iteration 90Q: 3 clusters Score -782777.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -782798.187500 Penalty: 4285.235352
	Iteration 91Q: 3 clusters Score -782798.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -782821.562500 Penalty: 4285.235352
	Iteration 92Q: 3 clusters Score -782821.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -782845.312500 Penalty: 4285.235352
	Iteration 93Q: 3 clusters Score -782845.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -782868.562500 Penalty: 4285.235352
	Iteration 94Q: 3 clusters Score -782868.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -782889.875000 Penalty: 4285.235352
	Iteration 95Q: 3 clusters Score -782889.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -782899.687500 Penalty: 4285.235352
	Iteration 96Q: 3 clusters Score -782899.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -782908.750000 Penalty: 4285.235352
	Iteration 97Q: 3 clusters Score -782908.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -782918.687500 Penalty: 4285.235352
	Iteration 98Q: 3 clusters Score -782918.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -782923.562500 Penalty: 4285.235352
	Iteration 99Q: 3 clusters Score -782923.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -782929.750000 Penalty: 4285.235352
	Iteration 100F: 3 clusters Score -782929.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -782936.937500 Penalty: 4285.235352
	Iteration 101Q: 3 clusters Score -782936.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -782940.687500 Penalty: 4285.235352
	Iteration 102Q: 3 clusters Score -782940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -782945.625000 Penalty: 4285.235352
	Iteration 103Q: 3 clusters Score -782945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -782954.750000 Penalty: 4285.235352
	Iteration 104Q: 3 clusters Score -782954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -782960.937500 Penalty: 4285.235352
	Iteration 105Q: 3 clusters Score -782960.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -782970.625000 Penalty: 4285.235352
	Iteration 106Q: 3 clusters Score -782970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -782973.687500 Penalty: 4285.235352
	Iteration 107Q: 3 clusters Score -782973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -782978.875000 Penalty: 4285.235352
	Iteration 108Q: 3 clusters Score -782978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -782988.812500 Penalty: 4285.235352
	Iteration 109Q: 3 clusters Score -782988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -782990.875000 Penalty: 4285.235352
	Iteration 110Q: 3 clusters Score -782990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -782992.250000 Penalty: 4285.235352
	Iteration 111Q: 3 clusters Score -782992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -782993.875000 Penalty: 4285.235352
	Iteration 112Q: 3 clusters Score -782993.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -782996.312500 Penalty: 4285.235352
	Iteration 113Q: 3 clusters Score -782996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -782997.187500 Penalty: 4285.235352
	Iteration 114Q: 3 clusters Score -782997.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -782997.187500 Penalty: 4285.235352
	Iteration 115F: 3 clusters Score -782997.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -287424.250000 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -287424.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -284608.062500 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -284608.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -285090.406250 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -285090.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285243.562500 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -285243.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -285321.906250 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -285321.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -285373.500000 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -285373.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -285408.125000 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -285408.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -285437.812500 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -285437.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -285460.750000 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -285460.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -285478.062500 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -285478.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -285491.093750 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -285491.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -285502.562500 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -285502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -285509.281250 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -285509.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -285513.125000 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -285513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -285516.187500 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -285516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -285517.656250 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -285517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -285518.625000 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -285518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -285521.125000 Penalty: 3829.789062
	Iteration 16Q: 3 clusters Score -285521.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -285523.843750 Penalty: 3829.789062
	Iteration 17Q: 3 clusters Score -285523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -285526.125000 Penalty: 3829.789062
	Iteration 18Q: 3 clusters Score -285526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -285527.906250 Penalty: 3829.789062
	Iteration 19Q: 3 clusters Score -285527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -285529.406250 Penalty: 3829.789062
	Iteration 20F: 3 clusters Score -285529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -285530.687500 Penalty: 3829.789062
	Iteration 21Q: 3 clusters Score -285530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -285530.687500 Penalty: 3829.789062
	Iteration 22F: 3 clusters Score -285530.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (156913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156913 members 
Entering Unmasked Estep 
Score: -21046898.000000 Penalty: 2966.934814
	Iteration 0F: 2 clusters Score -2.10469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
Score: -20942820.000000 Penalty: 5933.869629
	Iteration 0F: 3 clusters Score -2.094282e+07 nChanged 74897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -20986366.000000 Penalty: 5933.869629
	Iteration 1F: 3 clusters Score -2.098637e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -20987646.000000 Penalty: 5933.869629
	Iteration 2Q: 3 clusters Score -2.098765e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -20989870.000000 Penalty: 5933.869629
	Iteration 3Q: 3 clusters Score -2.098987e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -20994172.000000 Penalty: 5933.869629
	Iteration 4F: 3 clusters Score -2.099417e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111478 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -21002058.000000 Penalty: 5933.869629
	Iteration 5F: 3 clusters Score -2.100206e+07 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125240 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -21014128.000000 Penalty: 5933.869629
	Iteration 6F: 3 clusters Score -2.101413e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138909 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -21027288.000000 Penalty: 5933.869629
	Iteration 7F: 3 clusters Score -2.102729e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148849 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -21037288.000000 Penalty: 5933.869629
	Iteration 8F: 3 clusters Score -2.103729e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153823 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -21041890.000000 Penalty: 5933.869629
	Iteration 9Q: 3 clusters Score -2.104189e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155675 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -21043372.000000 Penalty: 5933.869629
	Iteration 10Q: 3 clusters Score -2.104337e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21043922.000000 Penalty: 5933.869629
	Iteration 11Q: 3 clusters Score -2.104392e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -21044130.000000 Penalty: 5933.869629
	Iteration 12Q: 3 clusters Score -2.104413e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156540 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -21044244.000000 Penalty: 5933.869629
	Iteration 13Q: 3 clusters Score -2.104424e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156569 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21044312.000000 Penalty: 5933.869629
	Iteration 14Q: 3 clusters Score -2.104431e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156592 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21044358.000000 Penalty: 5933.869629
	Iteration 15Q: 3 clusters Score -2.104436e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156604 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21044378.000000 Penalty: 5933.869629
	Iteration 16Q: 3 clusters Score -2.104438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156614 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21044378.000000 Penalty: 5933.869629
	Iteration 17Q: 3 clusters Score -2.104438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156619 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21044410.000000 Penalty: 5933.869629
	Iteration 18Q: 3 clusters Score -2.104441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156622 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21044402.000000 Penalty: 5933.869629
	Iteration 19Q: 3 clusters Score -2.10444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156628 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21044418.000000 Penalty: 5933.869629
	Iteration 20F: 3 clusters Score -2.104442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156634 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21044412.000000 Penalty: 5933.869629
	Iteration 21Q: 3 clusters Score -2.104441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156637 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21044418.000000 Penalty: 5933.869629
	Iteration 22Q: 3 clusters Score -2.104442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21044420.000000 Penalty: 5933.869629
	Iteration 23Q: 3 clusters Score -2.104442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21044410.000000 Penalty: 5933.869629
	Iteration 24Q: 3 clusters Score -2.104441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21044426.000000 Penalty: 5933.869629
	Iteration 25Q: 3 clusters Score -2.104443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21044426.000000 Penalty: 5933.869629
	Iteration 26F: 3 clusters Score -2.104443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -144994.875000 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -144994.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -142956.484375 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -142956.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143272.609375 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -143272.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -143339.812500 Penalty: 3479.347900
	Iteration 2Q: 3 clusters Score -143339.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -143372.828125 Penalty: 3479.347900
	Iteration 3Q: 3 clusters Score -143372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -143381.265625 Penalty: 3479.347900
	Iteration 4Q: 3 clusters Score -143381.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143391.406250 Penalty: 3479.347900
	Iteration 5Q: 3 clusters Score -143391.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -143402.046875 Penalty: 3479.347900
	Iteration 6Q: 3 clusters Score -143402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -143407.828125 Penalty: 3479.347900
	Iteration 7Q: 3 clusters Score -143407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -143411.750000 Penalty: 3479.347900
	Iteration 8Q: 3 clusters Score -143411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -143419.375000 Penalty: 3479.347900
	Iteration 9Q: 3 clusters Score -143419.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -143426.281250 Penalty: 3479.347900
	Iteration 10Q: 3 clusters Score -143426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -143430.031250 Penalty: 3479.347900
	Iteration 11Q: 3 clusters Score -143430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -143431.328125 Penalty: 3479.347900
	Iteration 12Q: 3 clusters Score -143431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -143431.703125 Penalty: 3479.347900
	Iteration 13Q: 3 clusters Score -143431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -143431.703125 Penalty: 3479.347900
	Iteration 14F: 3 clusters Score -143431.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (167638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Entering Unmasked Estep 
Score: -22494444.000000 Penalty: 2983.331299
	Iteration 0F: 2 clusters Score -2.249444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -22383620.000000 Penalty: 5966.662598
	Iteration 0F: 3 clusters Score -2.238362e+07 nChanged 80117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -22430222.000000 Penalty: 5966.662598
	Iteration 1F: 3 clusters Score -2.243022e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -22431248.000000 Penalty: 5966.662598
	Iteration 2Q: 3 clusters Score -2.243125e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -22432728.000000 Penalty: 5966.662598
	Iteration 3Q: 3 clusters Score -2.243273e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -22434542.000000 Penalty: 5966.662598
	Iteration 4Q: 3 clusters Score -2.243454e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -22437438.000000 Penalty: 5966.662598
	Iteration 5Q: 3 clusters Score -2.243744e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -22441822.000000 Penalty: 5966.662598
	Iteration 6Q: 3 clusters Score -2.244182e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92256 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -22447098.000000 Penalty: 5966.662598
	Iteration 7F: 3 clusters Score -2.24471e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -22453692.000000 Penalty: 5966.662598
	Iteration 8F: 3 clusters Score -2.245369e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -22461294.000000 Penalty: 5966.662598
	Iteration 9F: 3 clusters Score -2.246129e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -22467128.000000 Penalty: 5966.662598
	Iteration 10F: 3 clusters Score -2.246713e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95981 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -22470132.000000 Penalty: 5966.662598
	Iteration 11Q: 3 clusters Score -2.247013e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -22471320.000000 Penalty: 5966.662598
	Iteration 12Q: 3 clusters Score -2.247132e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -22471750.000000 Penalty: 5966.662598
	Iteration 13Q: 3 clusters Score -2.247175e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96184 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -22471978.000000 Penalty: 5966.662598
	Iteration 14Q: 3 clusters Score -2.247198e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -22472302.000000 Penalty: 5966.662598
	Iteration 15Q: 3 clusters Score -2.24723e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -22472576.000000 Penalty: 5966.662598
	Iteration 16Q: 3 clusters Score -2.247258e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -22472754.000000 Penalty: 5966.662598
	Iteration 17Q: 3 clusters Score -2.247275e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95552 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
Score: -22472942.000000 Penalty: 5966.662598
	Iteration 18Q: 3 clusters Score -2.247294e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -22473262.000000 Penalty: 5966.662598
	Iteration 19Q: 3 clusters Score -2.247326e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95003 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -22473454.000000 Penalty: 5966.662598
	Iteration 20F: 3 clusters Score -2.247345e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94623 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -22473576.000000 Penalty: 5966.662598
	Iteration 21Q: 3 clusters Score -2.247358e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -22473684.000000 Penalty: 5966.662598
	Iteration 22Q: 3 clusters Score -2.247368e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -22473970.000000 Penalty: 5966.662598
	Iteration 23Q: 3 clusters Score -2.247397e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -22474208.000000 Penalty: 5966.662598
	Iteration 24Q: 3 clusters Score -2.247421e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 74858 members 
Entering Unmasked Estep 
Score: -22474398.000000 Penalty: 5966.662598
	Iteration 25Q: 3 clusters Score -2.24744e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92308 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -22474586.000000 Penalty: 5966.662598
	Iteration 26Q: 3 clusters Score -2.247459e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -22474752.000000 Penalty: 5966.662598
	Iteration 27Q: 3 clusters Score -2.247475e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91276 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -22474932.000000 Penalty: 5966.662598
	Iteration 28Q: 3 clusters Score -2.247493e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -22474994.000000 Penalty: 5966.662598
	Iteration 29Q: 3 clusters Score -2.247499e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
Score: -22475154.000000 Penalty: 5966.662598
	Iteration 30Q: 3 clusters Score -2.247515e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 77824 members 
Entering Unmasked Estep 
Score: -22475176.000000 Penalty: 5966.662598
	Iteration 31Q: 3 clusters Score -2.247518e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -22475288.000000 Penalty: 5966.662598
	Iteration 32Q: 3 clusters Score -2.247529e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 78880 members 
Entering Unmasked Estep 
Score: -22475322.000000 Penalty: 5966.662598
	Iteration 33Q: 3 clusters Score -2.247532e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -22475374.000000 Penalty: 5966.662598
	Iteration 34Q: 3 clusters Score -2.247537e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -22475332.000000 Penalty: 5966.662598
	Iteration 35Q: 3 clusters Score -2.247533e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -22475402.000000 Penalty: 5966.662598
	Iteration 36Q: 3 clusters Score -2.24754e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -22475462.000000 Penalty: 5966.662598
	Iteration 37Q: 3 clusters Score -2.247546e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86220 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -22475486.000000 Penalty: 5966.662598
	Iteration 38Q: 3 clusters Score -2.247549e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -22475488.000000 Penalty: 5966.662598
	Iteration 39Q: 3 clusters Score -2.247549e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 82477 members 
Entering Unmasked Estep 
Score: -22475564.000000 Penalty: 5966.662598
	Iteration 40F: 3 clusters Score -2.247556e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -22475576.000000 Penalty: 5966.662598
	Iteration 41Q: 3 clusters Score -2.247558e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -22475576.000000 Penalty: 5966.662598
	Iteration 42Q: 3 clusters Score -2.247558e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -22475684.000000 Penalty: 5966.662598
	Iteration 43Q: 3 clusters Score -2.247568e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -22475724.000000 Penalty: 5966.662598
	Iteration 44Q: 3 clusters Score -2.247572e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
Score: -22475742.000000 Penalty: 5966.662598
	Iteration 45Q: 3 clusters Score -2.247574e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -22475770.000000 Penalty: 5966.662598
	Iteration 46Q: 3 clusters Score -2.247577e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -22475858.000000 Penalty: 5966.662598
	Iteration 47Q: 3 clusters Score -2.247586e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -22475880.000000 Penalty: 5966.662598
	Iteration 48Q: 3 clusters Score -2.247588e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -22475908.000000 Penalty: 5966.662598
	Iteration 49Q: 3 clusters Score -2.247591e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -22475990.000000 Penalty: 5966.662598
	Iteration 50Q: 3 clusters Score -2.247599e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -22476102.000000 Penalty: 5966.662598
	Iteration 51Q: 3 clusters Score -2.24761e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -22476142.000000 Penalty: 5966.662598
	Iteration 52Q: 3 clusters Score -2.247614e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 91124 members 
Entering Unmasked Estep 
Score: -22476262.000000 Penalty: 5966.662598
	Iteration 53Q: 3 clusters Score -2.247626e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 91945 members 
Entering Unmasked Estep 
Score: -22476404.000000 Penalty: 5966.662598
	Iteration 54Q: 3 clusters Score -2.24764e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -22476472.000000 Penalty: 5966.662598
	Iteration 55Q: 3 clusters Score -2.247647e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -22476608.000000 Penalty: 5966.662598
	Iteration 56Q: 3 clusters Score -2.247661e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -22476632.000000 Penalty: 5966.662598
	Iteration 57Q: 3 clusters Score -2.247663e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -22476660.000000 Penalty: 5966.662598
	Iteration 58Q: 3 clusters Score -2.247666e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -22476828.000000 Penalty: 5966.662598
	Iteration 59Q: 3 clusters Score -2.247683e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -22476928.000000 Penalty: 5966.662598
	Iteration 60F: 3 clusters Score -2.247693e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -22477104.000000 Penalty: 5966.662598
	Iteration 61Q: 3 clusters Score -2.24771e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -22477184.000000 Penalty: 5966.662598
	Iteration 62Q: 3 clusters Score -2.247718e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -22477368.000000 Penalty: 5966.662598
	Iteration 63Q: 3 clusters Score -2.247737e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 102029 members 
Entering Unmasked Estep 
Score: -22477480.000000 Penalty: 5966.662598
	Iteration 64Q: 3 clusters Score -2.247748e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -22477706.000000 Penalty: 5966.662598
	Iteration 65Q: 3 clusters Score -2.247771e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 104491 members 
Entering Unmasked Estep 
Score: -22477938.000000 Penalty: 5966.662598
	Iteration 66Q: 3 clusters Score -2.247794e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -22478126.000000 Penalty: 5966.662598
	Iteration 67Q: 3 clusters Score -2.247813e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 107229 members 
Entering Unmasked Estep 
Score: -22478322.000000 Penalty: 5966.662598
	Iteration 68Q: 3 clusters Score -2.247832e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 108710 members 
Entering Unmasked Estep 
Score: -22478592.000000 Penalty: 5966.662598
	Iteration 69Q: 3 clusters Score -2.247859e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 110256 members 
Entering Unmasked Estep 
Score: -22478848.000000 Penalty: 5966.662598
	Iteration 70Q: 3 clusters Score -2.247885e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 111804 members 
Entering Unmasked Estep 
Score: -22479046.000000 Penalty: 5966.662598
	Iteration 71Q: 3 clusters Score -2.247905e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 113407 members 
Entering Unmasked Estep 
Score: -22479332.000000 Penalty: 5966.662598
	Iteration 72Q: 3 clusters Score -2.247933e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 115173 members 
Entering Unmasked Estep 
Score: -22479706.000000 Penalty: 5966.662598
	Iteration 73Q: 3 clusters Score -2.247971e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -22480104.000000 Penalty: 5966.662598
	Iteration 74Q: 3 clusters Score -2.24801e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 118825 members 
Entering Unmasked Estep 
Score: -22480404.000000 Penalty: 5966.662598
	Iteration 75Q: 3 clusters Score -2.24804e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 120807 members 
Entering Unmasked Estep 
Score: -22480700.000000 Penalty: 5966.662598
	Iteration 76Q: 3 clusters Score -2.24807e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 122890 members 
Entering Unmasked Estep 
Score: -22481312.000000 Penalty: 5966.662598
	Iteration 77Q: 3 clusters Score -2.248131e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 124981 members 
Entering Unmasked Estep 
Score: -22481868.000000 Penalty: 5966.662598
	Iteration 78Q: 3 clusters Score -2.248187e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 127116 members 
Entering Unmasked Estep 
Score: -22482448.000000 Penalty: 5966.662598
	Iteration 79Q: 3 clusters Score -2.248245e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 129217 members 
Entering Unmasked Estep 
Score: -22482846.000000 Penalty: 5966.662598
	Iteration 80F: 3 clusters Score -2.248285e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 131303 members 
Entering Unmasked Estep 
Score: -22483424.000000 Penalty: 5966.662598
	Iteration 81Q: 3 clusters Score -2.248342e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 133384 members 
Entering Unmasked Estep 
Score: -22483890.000000 Penalty: 5966.662598
	Iteration 82Q: 3 clusters Score -2.248389e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 135414 members 
Entering Unmasked Estep 
Score: -22484546.000000 Penalty: 5966.662598
	Iteration 83Q: 3 clusters Score -2.248455e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 137398 members 
Entering Unmasked Estep 
Score: -22485058.000000 Penalty: 5966.662598
	Iteration 84Q: 3 clusters Score -2.248506e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 139309 members 
Entering Unmasked Estep 
Score: -22485616.000000 Penalty: 5966.662598
	Iteration 85Q: 3 clusters Score -2.248562e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 141245 members 
Entering Unmasked Estep 
Score: -22486076.000000 Penalty: 5966.662598
	Iteration 86Q: 3 clusters Score -2.248608e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 143140 members 
Entering Unmasked Estep 
Score: -22486760.000000 Penalty: 5966.662598
	Iteration 87Q: 3 clusters Score -2.248676e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 144967 members 
Entering Unmasked Estep 
Score: -22487458.000000 Penalty: 5966.662598
	Iteration 88Q: 3 clusters Score -2.248746e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 146713 members 
Entering Unmasked Estep 
Score: -22488104.000000 Penalty: 5966.662598
	Iteration 89Q: 3 clusters Score -2.24881e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 148378 members 
Entering Unmasked Estep 
Score: -22488644.000000 Penalty: 5966.662598
	Iteration 90Q: 3 clusters Score -2.248864e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 149942 members 
Entering Unmasked Estep 
Score: -22489062.000000 Penalty: 5966.662598
	Iteration 91Q: 3 clusters Score -2.248906e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -22489630.000000 Penalty: 5966.662598
	Iteration 92Q: 3 clusters Score -2.248963e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 152894 members 
Entering Unmasked Estep 
Score: -22490028.000000 Penalty: 5966.662598
	Iteration 93Q: 3 clusters Score -2.249003e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 154183 members 
Entering Unmasked Estep 
Score: -22490368.000000 Penalty: 5966.662598
	Iteration 94Q: 3 clusters Score -2.249037e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 155415 members 
Entering Unmasked Estep 
Score: -22490688.000000 Penalty: 5966.662598
	Iteration 95Q: 3 clusters Score -2.249069e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -22491062.000000 Penalty: 5966.662598
	Iteration 96Q: 3 clusters Score -2.249106e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 157399 members 
Entering Unmasked Estep 
Score: -22491340.000000 Penalty: 5966.662598
	Iteration 97Q: 3 clusters Score -2.249134e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 158280 members 
Entering Unmasked Estep 
Score: -22491580.000000 Penalty: 5966.662598
	Iteration 98Q: 3 clusters Score -2.249158e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 159034 members 
Entering Unmasked Estep 
Score: -22491818.000000 Penalty: 5966.662598
	Iteration 99Q: 3 clusters Score -2.249182e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 159708 members 
Entering Unmasked Estep 
Score: -22491992.000000 Penalty: 5966.662598
	Iteration 100F: 3 clusters Score -2.249199e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 160291 members 
Entering Unmasked Estep 
Score: -22492072.000000 Penalty: 5966.662598
	Iteration 101Q: 3 clusters Score -2.249207e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 160816 members 
Entering Unmasked Estep 
Score: -22492134.000000 Penalty: 5966.662598
	Iteration 102Q: 3 clusters Score -2.249213e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 161307 members 
Entering Unmasked Estep 
Score: -22492254.000000 Penalty: 5966.662598
	Iteration 103Q: 3 clusters Score -2.249225e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 161770 members 
Entering Unmasked Estep 
Score: -22492420.000000 Penalty: 5966.662598
	Iteration 104Q: 3 clusters Score -2.249242e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 162191 members 
Entering Unmasked Estep 
Score: -22492484.000000 Penalty: 5966.662598
	Iteration 105Q: 3 clusters Score -2.249248e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 162542 members 
Entering Unmasked Estep 
Score: -22492582.000000 Penalty: 5966.662598
	Iteration 106Q: 3 clusters Score -2.249258e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 162850 members 
Entering Unmasked Estep 
Score: -22492668.000000 Penalty: 5966.662598
	Iteration 107Q: 3 clusters Score -2.249267e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 163114 members 
Entering Unmasked Estep 
Score: -22492744.000000 Penalty: 5966.662598
	Iteration 108Q: 3 clusters Score -2.249274e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 163329 members 
Entering Unmasked Estep 
Score: -22492812.000000 Penalty: 5966.662598
	Iteration 109Q: 3 clusters Score -2.249281e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 163521 members 
Entering Unmasked Estep 
Score: -22492844.000000 Penalty: 5966.662598
	Iteration 110Q: 3 clusters Score -2.249284e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 163679 members 
Entering Unmasked Estep 
Score: -22492864.000000 Penalty: 5966.662598
	Iteration 111Q: 3 clusters Score -2.249286e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -22492864.000000 Penalty: 5966.662598
	Iteration 112Q: 3 clusters Score -2.249286e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 163930 members 
Entering Unmasked Estep 
Score: -22492852.000000 Penalty: 5966.662598
	Iteration 113Q: 3 clusters Score -2.249285e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 164058 members 
Entering Unmasked Estep 
Score: -22492880.000000 Penalty: 5966.662598
	Iteration 114Q: 3 clusters Score -2.249288e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 164156 members 
Entering Unmasked Estep 
Score: -22492874.000000 Penalty: 5966.662598
	Iteration 115Q: 3 clusters Score -2.249287e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 164231 members 
Entering Unmasked Estep 
Score: -22492890.000000 Penalty: 5966.662598
	Iteration 116Q: 3 clusters Score -2.249289e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 164290 members 
Entering Unmasked Estep 
Score: -22492906.000000 Penalty: 5966.662598
	Iteration 117Q: 3 clusters Score -2.249291e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -22492920.000000 Penalty: 5966.662598
	Iteration 118Q: 3 clusters Score -2.249292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 164372 members 
Entering Unmasked Estep 
Score: -22492932.000000 Penalty: 5966.662598
	Iteration 119Q: 3 clusters Score -2.249293e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 164414 members 
Entering Unmasked Estep 
Score: -22492888.000000 Penalty: 5966.662598
	Iteration 120F: 3 clusters Score -2.249289e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 164456 members 
Entering Unmasked Estep 
Score: -22492906.000000 Penalty: 5966.662598
	Iteration 121Q: 3 clusters Score -2.249291e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 164491 members 
Entering Unmasked Estep 
Score: -22492908.000000 Penalty: 5966.662598
	Iteration 122Q: 3 clusters Score -2.249291e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -22492852.000000 Penalty: 5966.662598
	Iteration 123Q: 3 clusters Score -2.249285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 164568 members 
Entering Unmasked Estep 
Score: -22492862.000000 Penalty: 5966.662598
	Iteration 124Q: 3 clusters Score -2.249286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 164599 members 
Entering Unmasked Estep 
Score: -22492846.000000 Penalty: 5966.662598
	Iteration 125Q: 3 clusters Score -2.249285e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 164630 members 
Entering Unmasked Estep 
Score: -22492826.000000 Penalty: 5966.662598
	Iteration 126Q: 3 clusters Score -2.249283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 164654 members 
Entering Unmasked Estep 
Score: -22492800.000000 Penalty: 5966.662598
	Iteration 127Q: 3 clusters Score -2.24928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 164678 members 
Entering Unmasked Estep 
Score: -22492796.000000 Penalty: 5966.662598
	Iteration 128Q: 3 clusters Score -2.24928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 164701 members 
Entering Unmasked Estep 
Score: -22492794.000000 Penalty: 5966.662598
	Iteration 129Q: 3 clusters Score -2.249279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 164730 members 
Entering Unmasked Estep 
Score: -22492790.000000 Penalty: 5966.662598
	Iteration 130Q: 3 clusters Score -2.249279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 164755 members 
Entering Unmasked Estep 
Score: -22492798.000000 Penalty: 5966.662598
	Iteration 131Q: 3 clusters Score -2.24928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 164778 members 
Entering Unmasked Estep 
Score: -22492816.000000 Penalty: 5966.662598
	Iteration 132Q: 3 clusters Score -2.249282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 164803 members 
Entering Unmasked Estep 
Score: -22492834.000000 Penalty: 5966.662598
	Iteration 133Q: 3 clusters Score -2.249283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 164820 members 
Entering Unmasked Estep 
Score: -22492838.000000 Penalty: 5966.662598
	Iteration 134Q: 3 clusters Score -2.249284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 164840 members 
Entering Unmasked Estep 
Score: -22492854.000000 Penalty: 5966.662598
	Iteration 135Q: 3 clusters Score -2.249285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 164858 members 
Entering Unmasked Estep 
Score: -22492868.000000 Penalty: 5966.662598
	Iteration 136Q: 3 clusters Score -2.249287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 164873 members 
Entering Unmasked Estep 
Score: -22492844.000000 Penalty: 5966.662598
	Iteration 137Q: 3 clusters Score -2.249284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -22492838.000000 Penalty: 5966.662598
	Iteration 138Q: 3 clusters Score -2.249284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 164906 members 
Entering Unmasked Estep 
Score: -22492850.000000 Penalty: 5966.662598
	Iteration 139Q: 3 clusters Score -2.249285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 164921 members 
Entering Unmasked Estep 
Score: -22492826.000000 Penalty: 5966.662598
	Iteration 140F: 3 clusters Score -2.249283e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 164940 members 
Entering Unmasked Estep 
Score: -22492834.000000 Penalty: 5966.662598
	Iteration 141Q: 3 clusters Score -2.249283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 164958 members 
Entering Unmasked Estep 
Score: -22492802.000000 Penalty: 5966.662598
	Iteration 142Q: 3 clusters Score -2.24928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -22492800.000000 Penalty: 5966.662598
	Iteration 143Q: 3 clusters Score -2.24928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -22492802.000000 Penalty: 5966.662598
	Iteration 144Q: 3 clusters Score -2.24928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 165001 members 
Entering Unmasked Estep 
Score: -22492818.000000 Penalty: 5966.662598
	Iteration 145Q: 3 clusters Score -2.249282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 165008 members 
Entering Unmasked Estep 
Score: -22492830.000000 Penalty: 5966.662598
	Iteration 146Q: 3 clusters Score -2.249283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 165012 members 
Entering Unmasked Estep 
Score: -22492820.000000 Penalty: 5966.662598
	Iteration 147Q: 3 clusters Score -2.249282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -22492814.000000 Penalty: 5966.662598
	Iteration 148Q: 3 clusters Score -2.249281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -22492824.000000 Penalty: 5966.662598
	Iteration 149Q: 3 clusters Score -2.249282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -22492830.000000 Penalty: 5966.662598
	Iteration 150Q: 3 clusters Score -2.249283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 165020 members 
Entering Unmasked Estep 
Score: -22492834.000000 Penalty: 5966.662598
	Iteration 151Q: 3 clusters Score -2.249283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -22492840.000000 Penalty: 5966.662598
	Iteration 152Q: 3 clusters Score -2.249284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -22492840.000000 Penalty: 5966.662598
	Iteration 153Q: 3 clusters Score -2.249284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -22492840.000000 Penalty: 5966.662598
	Iteration 154F: 3 clusters Score -2.249284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Entering Unmasked Estep 
Score: -8324576.000000 Penalty: 2734.168213
	Iteration 0F: 2 clusters Score -8324576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -8283250.500000 Penalty: 5468.336426
	Iteration 0F: 3 clusters Score -8283250 nChanged 28664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -8299167.000000 Penalty: 5468.336426
	Iteration 1F: 3 clusters Score -8299167 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -8299703.000000 Penalty: 5468.336426
	Iteration 2Q: 3 clusters Score -8299703 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -8300187.500000 Penalty: 5468.336426
	Iteration 3Q: 3 clusters Score -8300188 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -8300836.500000 Penalty: 5468.336426
	Iteration 4Q: 3 clusters Score -8300836 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -8301754.500000 Penalty: 5468.336426
	Iteration 5Q: 3 clusters Score -8301754 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -8303147.500000 Penalty: 5468.336426
	Iteration 6Q: 3 clusters Score -8303148 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -8305304.500000 Penalty: 5468.336426
	Iteration 7F: 3 clusters Score -8305304 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -8308789.000000 Penalty: 5468.336426
	Iteration 8F: 3 clusters Score -8308789 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -8313151.000000 Penalty: 5468.336426
	Iteration 9F: 3 clusters Score -8313151 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -8317053.000000 Penalty: 5468.336426
	Iteration 10F: 3 clusters Score -8317053 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -8319701.000000 Penalty: 5468.336426
	Iteration 11Q: 3 clusters Score -8319701 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -8321069.500000 Penalty: 5468.336426
	Iteration 12Q: 3 clusters Score -8321070 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -8321666.000000 Penalty: 5468.336426
	Iteration 13Q: 3 clusters Score -8321666 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -8321888.000000 Penalty: 5468.336426
	Iteration 14Q: 3 clusters Score -8321888 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -8322005.000000 Penalty: 5468.336426
	Iteration 15Q: 3 clusters Score -8322005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -8322070.000000 Penalty: 5468.336426
	Iteration 16Q: 3 clusters Score -8322070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -8322089.500000 Penalty: 5468.336426
	Iteration 17Q: 3 clusters Score -8322090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -8322125.000000 Penalty: 5468.336426
	Iteration 18Q: 3 clusters Score -8322125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -8322140.000000 Penalty: 5468.336426
	Iteration 19Q: 3 clusters Score -8322140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -8322150.500000 Penalty: 5468.336426
	Iteration 20F: 3 clusters Score -8322150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -8322161.000000 Penalty: 5468.336426
	Iteration 21Q: 3 clusters Score -8322161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -8322166.500000 Penalty: 5468.336426
	Iteration 22Q: 3 clusters Score -8322166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -8322167.000000 Penalty: 5468.336426
	Iteration 23Q: 3 clusters Score -8322167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -8322179.500000 Penalty: 5468.336426
	Iteration 24Q: 3 clusters Score -8322180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -8322186.000000 Penalty: 5468.336426
	Iteration 25Q: 3 clusters Score -8322186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -8322183.000000 Penalty: 5468.336426
	Iteration 26Q: 3 clusters Score -8322183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -8322198.000000 Penalty: 5468.336426
	Iteration 27Q: 3 clusters Score -8322198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -8322198.000000 Penalty: 5468.336426
	Iteration 28Q: 3 clusters Score -8322198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -8322207.000000 Penalty: 5468.336426
	Iteration 29Q: 3 clusters Score -8322207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -8322204.000000 Penalty: 5468.336426
	Iteration 30Q: 3 clusters Score -8322204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -8322207.000000 Penalty: 5468.336426
	Iteration 31Q: 3 clusters Score -8322207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -8322207.000000 Penalty: 5468.336426
	Iteration 32F: 3 clusters Score -8322207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Entering Unmasked Estep 
Score: -888331.812500 Penalty: 2197.051758
	Iteration 0F: 2 clusters Score -888331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -882581.875000 Penalty: 4394.103516
	Iteration 0F: 3 clusters Score -882581.9 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -884501.125000 Penalty: 4394.103516
	Iteration 1F: 3 clusters Score -884501.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -885257.687500 Penalty: 4394.103516
	Iteration 2F: 3 clusters Score -885257.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -885945.687500 Penalty: 4394.103516
	Iteration 3F: 3 clusters Score -885945.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -886552.750000 Penalty: 4394.103516
	Iteration 4F: 3 clusters Score -886552.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -887028.312500 Penalty: 4394.103516
	Iteration 5F: 3 clusters Score -887028.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -887348.375000 Penalty: 4394.103516
	Iteration 6F: 3 clusters Score -887348.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -887555.875000 Penalty: 4394.103516
	Iteration 7Q: 3 clusters Score -887555.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -887680.812500 Penalty: 4394.103516
	Iteration 8Q: 3 clusters Score -887680.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -887757.875000 Penalty: 4394.103516
	Iteration 9Q: 3 clusters Score -887757.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -887801.125000 Penalty: 4394.103516
	Iteration 10Q: 3 clusters Score -887801.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -887841.250000 Penalty: 4394.103516
	Iteration 11Q: 3 clusters Score -887841.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -887864.687500 Penalty: 4394.103516
	Iteration 12Q: 3 clusters Score -887864.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -887890.312500 Penalty: 4394.103516
	Iteration 13Q: 3 clusters Score -887890.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -887911.750000 Penalty: 4394.103516
	Iteration 14Q: 3 clusters Score -887911.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -887932.625000 Penalty: 4394.103516
	Iteration 15Q: 3 clusters Score -887932.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -887944.937500 Penalty: 4394.103516
	Iteration 16Q: 3 clusters Score -887944.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -887952.187500 Penalty: 4394.103516
	Iteration 17Q: 3 clusters Score -887952.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -887957.125000 Penalty: 4394.103516
	Iteration 18Q: 3 clusters Score -887957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -887958.500000 Penalty: 4394.103516
	Iteration 19Q: 3 clusters Score -887958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -887957.500000 Penalty: 4394.103516
	Iteration 20F: 3 clusters Score -887957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -887959.375000 Penalty: 4394.103516
	Iteration 21Q: 3 clusters Score -887959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -887960.437500 Penalty: 4394.103516
	Iteration 22Q: 3 clusters Score -887960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -887961.750000 Penalty: 4394.103516
	Iteration 23Q: 3 clusters Score -887961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -887963.375000 Penalty: 4394.103516
	Iteration 24Q: 3 clusters Score -887963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -887963.375000 Penalty: 4394.103516
	Iteration 25F: 3 clusters Score -887963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (188050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188050 members 
Entering Unmasked Estep 
Score: -25145154.000000 Penalty: 3011.826904
	Iteration 0F: 2 clusters Score -2.514515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -25024382.000000 Penalty: 6023.653809
	Iteration 0F: 3 clusters Score -2.502438e+07 nChanged 90342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 96568 members 
Entering Unmasked Estep 
Score: -25076882.000000 Penalty: 6023.653809
	Iteration 1F: 3 clusters Score -2.507688e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 97860 members 
Entering Unmasked Estep 
Score: -25077786.000000 Penalty: 6023.653809
	Iteration 2Q: 3 clusters Score -2.507779e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 99961 members 
Entering Unmasked Estep 
Score: -25078968.000000 Penalty: 6023.653809
	Iteration 3Q: 3 clusters Score -2.507897e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 103248 members 
Entering Unmasked Estep 
Score: -25080544.000000 Penalty: 6023.653809
	Iteration 4Q: 3 clusters Score -2.508054e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 108278 members 
Entering Unmasked Estep 
Score: -25082926.000000 Penalty: 6023.653809
	Iteration 5Q: 3 clusters Score -2.508293e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 115640 members 
Entering Unmasked Estep 
Score: -25086844.000000 Penalty: 6023.653809
	Iteration 6Q: 3 clusters Score -2.508684e+07 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 126303 members 
Entering Unmasked Estep 
Score: -25093708.000000 Penalty: 6023.653809
	Iteration 7F: 3 clusters Score -2.509371e+07 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 140038 members 
Entering Unmasked Estep 
Score: -25103952.000000 Penalty: 6023.653809
	Iteration 8F: 3 clusters Score -2.510395e+07 nChanged 15565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 155433 members 
Entering Unmasked Estep 
Score: -25117298.000000 Penalty: 6023.653809
	Iteration 9F: 3 clusters Score -2.51173e+07 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 169225 members 
Entering Unmasked Estep 
Score: -25128910.000000 Penalty: 6023.653809
	Iteration 10F: 3 clusters Score -2.512891e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 179541 members 
Entering Unmasked Estep 
Score: -25136984.000000 Penalty: 6023.653809
	Iteration 11F: 3 clusters Score -2.513698e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 185010 members 
Entering Unmasked Estep 
Score: -25140712.000000 Penalty: 6023.653809
	Iteration 12Q: 3 clusters Score -2.514071e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 187055 members 
Entering Unmasked Estep 
Score: -25142040.000000 Penalty: 6023.653809
	Iteration 13Q: 3 clusters Score -2.514204e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 187606 members 
Entering Unmasked Estep 
Score: -25142410.000000 Penalty: 6023.653809
	Iteration 14Q: 3 clusters Score -2.514241e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 187740 members 
Entering Unmasked Estep 
Score: -25142486.000000 Penalty: 6023.653809
	Iteration 15Q: 3 clusters Score -2.514249e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 187779 members 
Entering Unmasked Estep 
Score: -25142528.000000 Penalty: 6023.653809
	Iteration 16Q: 3 clusters Score -2.514253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 187792 members 
Entering Unmasked Estep 
Score: -25142570.000000 Penalty: 6023.653809
	Iteration 17Q: 3 clusters Score -2.514257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 187806 members 
Entering Unmasked Estep 
Score: -25142578.000000 Penalty: 6023.653809
	Iteration 18Q: 3 clusters Score -2.514258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 187808 members 
Entering Unmasked Estep 
Score: -25142584.000000 Penalty: 6023.653809
	Iteration 19Q: 3 clusters Score -2.514258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 187810 members 
Entering Unmasked Estep 
Score: -25142580.000000 Penalty: 6023.653809
	Iteration 20F: 3 clusters Score -2.514258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 187812 members 
Entering Unmasked Estep 
Score: -25142574.000000 Penalty: 6023.653809
	Iteration 21Q: 3 clusters Score -2.514257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 187815 members 
Entering Unmasked Estep 
Score: -25142574.000000 Penalty: 6023.653809
	Iteration 22Q: 3 clusters Score -2.514257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 187817 members 
Entering Unmasked Estep 
Score: -25142580.000000 Penalty: 6023.653809
	Iteration 23Q: 3 clusters Score -2.514258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 187822 members 
Entering Unmasked Estep 
Score: -25142592.000000 Penalty: 6023.653809
	Iteration 24Q: 3 clusters Score -2.514259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 187823 members 
Entering Unmasked Estep 
Score: -25142582.000000 Penalty: 6023.653809
	Iteration 25Q: 3 clusters Score -2.514258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 187824 members 
Entering Unmasked Estep 
Score: -25142606.000000 Penalty: 6023.653809
	Iteration 26Q: 3 clusters Score -2.514261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 187827 members 
Entering Unmasked Estep 
Score: -25142610.000000 Penalty: 6023.653809
	Iteration 27Q: 3 clusters Score -2.514261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187828 members 
Entering Unmasked Estep 
Score: -25142608.000000 Penalty: 6023.653809
	Iteration 28Q: 3 clusters Score -2.514261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187828 members 
Entering Unmasked Estep 
Score: -25142598.000000 Penalty: 6023.653809
	Iteration 29Q: 3 clusters Score -2.51426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 187829 members 
Entering Unmasked Estep 
Score: -25142602.000000 Penalty: 6023.653809
	Iteration 30Q: 3 clusters Score -2.51426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 187829 members 
Entering Unmasked Estep 
Score: -25142602.000000 Penalty: 6023.653809
	Iteration 31F: 3 clusters Score -2.51426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Entering Unmasked Estep 
Score: -2310175.500000 Penalty: 2422.438477
	Iteration 0F: 2 clusters Score -2310176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2297729.000000 Penalty: 4844.876953
	Iteration 0F: 3 clusters Score -2297729 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2301772.000000 Penalty: 4844.876953
	Iteration 1F: 3 clusters Score -2301772 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2302259.250000 Penalty: 4844.876953
	Iteration 2F: 3 clusters Score -2302259 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2302650.000000 Penalty: 4844.876953
	Iteration 3F: 3 clusters Score -2302650 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2302959.500000 Penalty: 4844.876953
	Iteration 4Q: 3 clusters Score -2302960 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2303204.000000 Penalty: 4844.876953
	Iteration 5Q: 3 clusters Score -2303204 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2303459.250000 Penalty: 4844.876953
	Iteration 6Q: 3 clusters Score -2303459 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2303668.500000 Penalty: 4844.876953
	Iteration 7Q: 3 clusters Score -2303668 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2303876.750000 Penalty: 4844.876953
	Iteration 8Q: 3 clusters Score -2303877 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2304110.000000 Penalty: 4844.876953
	Iteration 9Q: 3 clusters Score -2304110 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2304406.500000 Penalty: 4844.876953
	Iteration 10Q: 3 clusters Score -2304406 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2304755.750000 Penalty: 4844.876953
	Iteration 11Q: 3 clusters Score -2304756 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2305139.750000 Penalty: 4844.876953
	Iteration 12Q: 3 clusters Score -2305140 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2305584.000000 Penalty: 4844.876953
	Iteration 13Q: 3 clusters Score -2305584 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2306066.500000 Penalty: 4844.876953
	Iteration 14Q: 3 clusters Score -2306066 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2306480.500000 Penalty: 4844.876953
	Iteration 15Q: 3 clusters Score -2306480 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2306815.500000 Penalty: 4844.876953
	Iteration 16Q: 3 clusters Score -2306816 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2307060.750000 Penalty: 4844.876953
	Iteration 17Q: 3 clusters Score -2307061 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2307242.750000 Penalty: 4844.876953
	Iteration 18Q: 3 clusters Score -2307243 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2307389.500000 Penalty: 4844.876953
	Iteration 19Q: 3 clusters Score -2307390 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2307498.250000 Penalty: 4844.876953
	Iteration 20F: 3 clusters Score -2307498 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2307599.750000 Penalty: 4844.876953
	Iteration 21Q: 3 clusters Score -2307600 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2307664.500000 Penalty: 4844.876953
	Iteration 22Q: 3 clusters Score -2307664 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2307731.250000 Penalty: 4844.876953
	Iteration 23Q: 3 clusters Score -2307731 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2307771.250000 Penalty: 4844.876953
	Iteration 24Q: 3 clusters Score -2307771 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2307818.250000 Penalty: 4844.876953
	Iteration 25Q: 3 clusters Score -2307818 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2307846.750000 Penalty: 4844.876953
	Iteration 26Q: 3 clusters Score -2307847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2307885.000000 Penalty: 4844.876953
	Iteration 27Q: 3 clusters Score -2307885 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2307913.500000 Penalty: 4844.876953
	Iteration 28Q: 3 clusters Score -2307914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2307938.000000 Penalty: 4844.876953
	Iteration 29Q: 3 clusters Score -2307938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2307957.250000 Penalty: 4844.876953
	Iteration 30Q: 3 clusters Score -2307957 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2307988.000000 Penalty: 4844.876953
	Iteration 31Q: 3 clusters Score -2307988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2308001.250000 Penalty: 4844.876953
	Iteration 32Q: 3 clusters Score -2308001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2308022.000000 Penalty: 4844.876953
	Iteration 33Q: 3 clusters Score -2308022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2308039.750000 Penalty: 4844.876953
	Iteration 34Q: 3 clusters Score -2308040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2308057.500000 Penalty: 4844.876953
	Iteration 35Q: 3 clusters Score -2308058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2308068.000000 Penalty: 4844.876953
	Iteration 36Q: 3 clusters Score -2308068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2308078.500000 Penalty: 4844.876953
	Iteration 37Q: 3 clusters Score -2308078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2308086.500000 Penalty: 4844.876953
	Iteration 38Q: 3 clusters Score -2308086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2308090.000000 Penalty: 4844.876953
	Iteration 39Q: 3 clusters Score -2308090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2308097.250000 Penalty: 4844.876953
	Iteration 40F: 3 clusters Score -2308097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2308109.000000 Penalty: 4844.876953
	Iteration 41Q: 3 clusters Score -2308109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2308115.750000 Penalty: 4844.876953
	Iteration 42Q: 3 clusters Score -2308116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2308122.000000 Penalty: 4844.876953
	Iteration 43Q: 3 clusters Score -2308122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2308126.500000 Penalty: 4844.876953
	Iteration 44Q: 3 clusters Score -2308126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2308134.000000 Penalty: 4844.876953
	Iteration 45Q: 3 clusters Score -2308134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2308139.500000 Penalty: 4844.876953
	Iteration 46Q: 3 clusters Score -2308140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2308142.500000 Penalty: 4844.876953
	Iteration 47Q: 3 clusters Score -2308142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2308141.750000 Penalty: 4844.876953
	Iteration 48Q: 3 clusters Score -2308142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2308143.500000 Penalty: 4844.876953
	Iteration 49Q: 3 clusters Score -2308144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2308146.500000 Penalty: 4844.876953
	Iteration 50Q: 3 clusters Score -2308146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2308148.250000 Penalty: 4844.876953
	Iteration 51Q: 3 clusters Score -2308148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2308144.000000 Penalty: 4844.876953
	Iteration 52Q: 3 clusters Score -2308144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2308147.500000 Penalty: 4844.876953
	Iteration 53Q: 3 clusters Score -2308148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2308147.500000 Penalty: 4844.876953
	Iteration 54Q: 3 clusters Score -2308148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2308147.000000 Penalty: 4844.876953
	Iteration 55Q: 3 clusters Score -2308147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2308145.500000 Penalty: 4844.876953
	Iteration 56Q: 3 clusters Score -2308146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2308145.250000 Penalty: 4844.876953
	Iteration 57Q: 3 clusters Score -2308145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2308145.250000 Penalty: 4844.876953
	Iteration 58F: 3 clusters Score -2308145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -362882.968750 Penalty: 1960.366577
	Iteration 0F: 2 clusters Score -362883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -359781.000000 Penalty: 3920.733154
	Iteration 0F: 3 clusters Score -359781 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -360387.781250 Penalty: 3920.733154
	Iteration 1F: 3 clusters Score -360387.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -360526.781250 Penalty: 3920.733154
	Iteration 2F: 3 clusters Score -360526.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -360603.000000 Penalty: 3920.733154
	Iteration 3Q: 3 clusters Score -360603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -360654.156250 Penalty: 3920.733154
	Iteration 4Q: 3 clusters Score -360654.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -360696.343750 Penalty: 3920.733154
	Iteration 5Q: 3 clusters Score -360696.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -360726.593750 Penalty: 3920.733154
	Iteration 6Q: 3 clusters Score -360726.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -360751.343750 Penalty: 3920.733154
	Iteration 7Q: 3 clusters Score -360751.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -360772.718750 Penalty: 3920.733154
	Iteration 8Q: 3 clusters Score -360772.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -360798.031250 Penalty: 3920.733154
	Iteration 9Q: 3 clusters Score -360798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -360820.562500 Penalty: 3920.733154
	Iteration 10Q: 3 clusters Score -360820.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -360839.000000 Penalty: 3920.733154
	Iteration 11Q: 3 clusters Score -360839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -360857.437500 Penalty: 3920.733154
	Iteration 12Q: 3 clusters Score -360857.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -360880.125000 Penalty: 3920.733154
	Iteration 13Q: 3 clusters Score -360880.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -360905.218750 Penalty: 3920.733154
	Iteration 14Q: 3 clusters Score -360905.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -360923.218750 Penalty: 3920.733154
	Iteration 15Q: 3 clusters Score -360923.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -360939.312500 Penalty: 3920.733154
	Iteration 16Q: 3 clusters Score -360939.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -360958.062500 Penalty: 3920.733154
	Iteration 17Q: 3 clusters Score -360958.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -360975.750000 Penalty: 3920.733154
	Iteration 18Q: 3 clusters Score -360975.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -360991.437500 Penalty: 3920.733154
	Iteration 19Q: 3 clusters Score -360991.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -360997.750000 Penalty: 3920.733154
	Iteration 20F: 3 clusters Score -360997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -361003.250000 Penalty: 3920.733154
	Iteration 21Q: 3 clusters Score -361003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -361006.375000 Penalty: 3920.733154
	Iteration 22Q: 3 clusters Score -361006.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -361009.062500 Penalty: 3920.733154
	Iteration 23Q: 3 clusters Score -361009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -361014.156250 Penalty: 3920.733154
	Iteration 24Q: 3 clusters Score -361014.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -361019.593750 Penalty: 3920.733154
	Iteration 25Q: 3 clusters Score -361019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -361024.750000 Penalty: 3920.733154
	Iteration 26Q: 3 clusters Score -361024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -361027.031250 Penalty: 3920.733154
	Iteration 27Q: 3 clusters Score -361027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -361028.531250 Penalty: 3920.733154
	Iteration 28Q: 3 clusters Score -361028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -361034.500000 Penalty: 3920.733154
	Iteration 29Q: 3 clusters Score -361034.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -361036.000000 Penalty: 3920.733154
	Iteration 30Q: 3 clusters Score -361036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -361037.531250 Penalty: 3920.733154
	Iteration 31Q: 3 clusters Score -361037.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -361037.531250 Penalty: 3920.733154
	Iteration 32F: 3 clusters Score -361037.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Entering Unmasked Estep 
Score: -894586.125000 Penalty: 2180.326416
	Iteration 0F: 2 clusters Score -894586.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -889080.000000 Penalty: 4360.652832
	Iteration 0F: 3 clusters Score -889080 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -890471.625000 Penalty: 4360.652832
	Iteration 1F: 3 clusters Score -890471.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -890686.125000 Penalty: 4360.652832
	Iteration 2F: 3 clusters Score -890686.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -890807.250000 Penalty: 4360.652832
	Iteration 3Q: 3 clusters Score -890807.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -890877.625000 Penalty: 4360.652832
	Iteration 4Q: 3 clusters Score -890877.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -890932.500000 Penalty: 4360.652832
	Iteration 5Q: 3 clusters Score -890932.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -890984.187500 Penalty: 4360.652832
	Iteration 6Q: 3 clusters Score -890984.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -891025.062500 Penalty: 4360.652832
	Iteration 7Q: 3 clusters Score -891025.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -891059.437500 Penalty: 4360.652832
	Iteration 8Q: 3 clusters Score -891059.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -891086.062500 Penalty: 4360.652832
	Iteration 9Q: 3 clusters Score -891086.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -891105.375000 Penalty: 4360.652832
	Iteration 10Q: 3 clusters Score -891105.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -891118.375000 Penalty: 4360.652832
	Iteration 11Q: 3 clusters Score -891118.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -891133.625000 Penalty: 4360.652832
	Iteration 12Q: 3 clusters Score -891133.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -891146.187500 Penalty: 4360.652832
	Iteration 13Q: 3 clusters Score -891146.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -891150.187500 Penalty: 4360.652832
	Iteration 14Q: 3 clusters Score -891150.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -891160.375000 Penalty: 4360.652832
	Iteration 15Q: 3 clusters Score -891160.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -891171.750000 Penalty: 4360.652832
	Iteration 16Q: 3 clusters Score -891171.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -891181.312500 Penalty: 4360.652832
	Iteration 17Q: 3 clusters Score -891181.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -891196.500000 Penalty: 4360.652832
	Iteration 18Q: 3 clusters Score -891196.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -891211.125000 Penalty: 4360.652832
	Iteration 19Q: 3 clusters Score -891211.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -891225.687500 Penalty: 4360.652832
	Iteration 20F: 3 clusters Score -891225.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -891239.062500 Penalty: 4360.652832
	Iteration 21Q: 3 clusters Score -891239.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -891254.187500 Penalty: 4360.652832
	Iteration 22Q: 3 clusters Score -891254.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -891267.750000 Penalty: 4360.652832
	Iteration 23Q: 3 clusters Score -891267.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -891282.687500 Penalty: 4360.652832
	Iteration 24Q: 3 clusters Score -891282.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -891298.625000 Penalty: 4360.652832
	Iteration 25Q: 3 clusters Score -891298.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -891315.000000 Penalty: 4360.652832
	Iteration 26Q: 3 clusters Score -891315 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -891336.000000 Penalty: 4360.652832
	Iteration 27Q: 3 clusters Score -891336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -891358.187500 Penalty: 4360.652832
	Iteration 28Q: 3 clusters Score -891358.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -891380.625000 Penalty: 4360.652832
	Iteration 29Q: 3 clusters Score -891380.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -891405.125000 Penalty: 4360.652832
	Iteration 30Q: 3 clusters Score -891405.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -891429.937500 Penalty: 4360.652832
	Iteration 31Q: 3 clusters Score -891429.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -891454.125000 Penalty: 4360.652832
	Iteration 32Q: 3 clusters Score -891454.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -891483.187500 Penalty: 4360.652832
	Iteration 33Q: 3 clusters Score -891483.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -891522.625000 Penalty: 4360.652832
	Iteration 34Q: 3 clusters Score -891522.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -891556.312500 Penalty: 4360.652832
	Iteration 35Q: 3 clusters Score -891556.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -891601.125000 Penalty: 4360.652832
	Iteration 36Q: 3 clusters Score -891601.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -891651.125000 Penalty: 4360.652832
	Iteration 37Q: 3 clusters Score -891651.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -891706.437500 Penalty: 4360.652832
	Iteration 38Q: 3 clusters Score -891706.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -891776.812500 Penalty: 4360.652832
	Iteration 39Q: 3 clusters Score -891776.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -891864.875000 Penalty: 4360.652832
	Iteration 40F: 3 clusters Score -891864.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -891951.250000 Penalty: 4360.652832
	Iteration 41Q: 3 clusters Score -891951.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -892040.437500 Penalty: 4360.652832
	Iteration 42Q: 3 clusters Score -892040.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -892135.250000 Penalty: 4360.652832
	Iteration 43Q: 3 clusters Score -892135.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -892220.937500 Penalty: 4360.652832
	Iteration 44Q: 3 clusters Score -892220.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -892295.500000 Penalty: 4360.652832
	Iteration 45Q: 3 clusters Score -892295.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -892386.437500 Penalty: 4360.652832
	Iteration 46Q: 3 clusters Score -892386.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -892448.625000 Penalty: 4360.652832
	Iteration 47Q: 3 clusters Score -892448.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -892484.375000 Penalty: 4360.652832
	Iteration 48Q: 3 clusters Score -892484.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -892502.687500 Penalty: 4360.652832
	Iteration 49Q: 3 clusters Score -892502.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -892514.312500 Penalty: 4360.652832
	Iteration 50Q: 3 clusters Score -892514.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -892527.875000 Penalty: 4360.652832
	Iteration 51Q: 3 clusters Score -892527.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -892541.687500 Penalty: 4360.652832
	Iteration 52Q: 3 clusters Score -892541.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -892557.937500 Penalty: 4360.652832
	Iteration 53Q: 3 clusters Score -892557.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -892572.812500 Penalty: 4360.652832
	Iteration 54Q: 3 clusters Score -892572.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -892586.875000 Penalty: 4360.652832
	Iteration 55Q: 3 clusters Score -892586.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -892604.375000 Penalty: 4360.652832
	Iteration 56Q: 3 clusters Score -892604.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -892618.437500 Penalty: 4360.652832
	Iteration 57Q: 3 clusters Score -892618.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -892628.625000 Penalty: 4360.652832
	Iteration 58Q: 3 clusters Score -892628.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -892646.312500 Penalty: 4360.652832
	Iteration 59Q: 3 clusters Score -892646.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -892657.500000 Penalty: 4360.652832
	Iteration 60F: 3 clusters Score -892657.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -892666.187500 Penalty: 4360.652832
	Iteration 61Q: 3 clusters Score -892666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -892669.875000 Penalty: 4360.652832
	Iteration 62Q: 3 clusters Score -892669.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -892677.250000 Penalty: 4360.652832
	Iteration 63Q: 3 clusters Score -892677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -892683.187500 Penalty: 4360.652832
	Iteration 64Q: 3 clusters Score -892683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -892687.312500 Penalty: 4360.652832
	Iteration 65Q: 3 clusters Score -892687.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -892691.562500 Penalty: 4360.652832
	Iteration 66Q: 3 clusters Score -892691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -892693.125000 Penalty: 4360.652832
	Iteration 67Q: 3 clusters Score -892693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -892697.000000 Penalty: 4360.652832
	Iteration 68Q: 3 clusters Score -892697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -892699.312500 Penalty: 4360.652832
	Iteration 69Q: 3 clusters Score -892699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -892700.625000 Penalty: 4360.652832
	Iteration 70Q: 3 clusters Score -892700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -892700.625000 Penalty: 4360.652832
	Iteration 71F: 3 clusters Score -892700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -179635.031250 Penalty: 1789.197021
	Iteration 0F: 2 clusters Score -179635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -177450.109375 Penalty: 3578.394043
	Iteration 0F: 3 clusters Score -177450.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -177784.000000 Penalty: 3578.394043
	Iteration 1F: 3 clusters Score -177784 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -177873.687500 Penalty: 3578.394043
	Iteration 2F: 3 clusters Score -177873.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -177919.515625 Penalty: 3578.394043
	Iteration 3Q: 3 clusters Score -177919.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -177948.671875 Penalty: 3578.394043
	Iteration 4Q: 3 clusters Score -177948.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -177975.265625 Penalty: 3578.394043
	Iteration 5Q: 3 clusters Score -177975.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -178001.406250 Penalty: 3578.394043
	Iteration 6Q: 3 clusters Score -178001.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -178015.375000 Penalty: 3578.394043
	Iteration 7Q: 3 clusters Score -178015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -178027.968750 Penalty: 3578.394043
	Iteration 8Q: 3 clusters Score -178028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -178035.625000 Penalty: 3578.394043
	Iteration 9Q: 3 clusters Score -178035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -178040.781250 Penalty: 3578.394043
	Iteration 10Q: 3 clusters Score -178040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -178042.625000 Penalty: 3578.394043
	Iteration 11Q: 3 clusters Score -178042.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -178046.078125 Penalty: 3578.394043
	Iteration 12Q: 3 clusters Score -178046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -178047.562500 Penalty: 3578.394043
	Iteration 13Q: 3 clusters Score -178047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -178049.140625 Penalty: 3578.394043
	Iteration 14Q: 3 clusters Score -178049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -178049.140625 Penalty: 3578.394043
	Iteration 15F: 3 clusters Score -178049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -267143.375000 Penalty: 1884.278687
	Iteration 0F: 2 clusters Score -267143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -264515.718750 Penalty: 3768.557373
	Iteration 0F: 3 clusters Score -264515.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -265047.750000 Penalty: 3768.557373
	Iteration 1F: 3 clusters Score -265047.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -265197.593750 Penalty: 3768.557373
	Iteration 2F: 3 clusters Score -265197.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -265294.875000 Penalty: 3768.557373
	Iteration 3F: 3 clusters Score -265294.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -265357.718750 Penalty: 3768.557373
	Iteration 4Q: 3 clusters Score -265357.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -265387.781250 Penalty: 3768.557373
	Iteration 5Q: 3 clusters Score -265387.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -265414.625000 Penalty: 3768.557373
	Iteration 6Q: 3 clusters Score -265414.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -265437.437500 Penalty: 3768.557373
	Iteration 7Q: 3 clusters Score -265437.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -265456.531250 Penalty: 3768.557373
	Iteration 8Q: 3 clusters Score -265456.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -265474.437500 Penalty: 3768.557373
	Iteration 9Q: 3 clusters Score -265474.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -265493.562500 Penalty: 3768.557373
	Iteration 10Q: 3 clusters Score -265493.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -265506.718750 Penalty: 3768.557373
	Iteration 11Q: 3 clusters Score -265506.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -265522.500000 Penalty: 3768.557373
	Iteration 12Q: 3 clusters Score -265522.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -265533.687500 Penalty: 3768.557373
	Iteration 13Q: 3 clusters Score -265533.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -265548.500000 Penalty: 3768.557373
	Iteration 14Q: 3 clusters Score -265548.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -265556.468750 Penalty: 3768.557373
	Iteration 15Q: 3 clusters Score -265556.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -265563.468750 Penalty: 3768.557373
	Iteration 16Q: 3 clusters Score -265563.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -265570.656250 Penalty: 3768.557373
	Iteration 17Q: 3 clusters Score -265570.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -265576.531250 Penalty: 3768.557373
	Iteration 18Q: 3 clusters Score -265576.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -265584.312500 Penalty: 3768.557373
	Iteration 19Q: 3 clusters Score -265584.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -265595.937500 Penalty: 3768.557373
	Iteration 20F: 3 clusters Score -265595.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -265602.593750 Penalty: 3768.557373
	Iteration 21Q: 3 clusters Score -265602.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -265607.468750 Penalty: 3768.557373
	Iteration 22Q: 3 clusters Score -265607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -265609.781250 Penalty: 3768.557373
	Iteration 23Q: 3 clusters Score -265609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -265611.468750 Penalty: 3768.557373
	Iteration 24Q: 3 clusters Score -265611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -265611.781250 Penalty: 3768.557373
	Iteration 25Q: 3 clusters Score -265611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -265612.718750 Penalty: 3768.557373
	Iteration 26Q: 3 clusters Score -265612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -265614.281250 Penalty: 3768.557373
	Iteration 27Q: 3 clusters Score -265614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -265616.343750 Penalty: 3768.557373
	Iteration 28Q: 3 clusters Score -265616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -265617.437500 Penalty: 3768.557373
	Iteration 29Q: 3 clusters Score -265617.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -265617.437500 Penalty: 3768.557373
	Iteration 30F: 3 clusters Score -265617.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -80474.734375 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -80474.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78909.945312 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -78909.95 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79454.421875 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -79454.42 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79793.390625 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -79793.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -80045.164062 Penalty: 3251.457031
	Iteration 3F: 3 clusters Score -80045.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80231.000000 Penalty: 3251.457031
	Iteration 4F: 3 clusters Score -80231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -80512.500000 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -80512.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -80779.710938 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -80779.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -80845.054688 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -80845.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -80871.187500 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -80871.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -80887.781250 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -80887.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -80889.000000 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -80889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -80891.945312 Penalty: 3251.457031
	Iteration 11F: 3 clusters Score -80891.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -80897.484375 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -80897.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -80906.554688 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -80906.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -80917.859375 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -80917.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -80927.851562 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -80927.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -80941.843750 Penalty: 3251.457031
	Iteration 16Q: 3 clusters Score -80941.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -80953.453125 Penalty: 3251.457031
	Iteration 17Q: 3 clusters Score -80953.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -80968.007812 Penalty: 3251.457031
	Iteration 18Q: 3 clusters Score -80968.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -80998.726562 Penalty: 3251.457031
	Iteration 19Q: 3 clusters Score -80998.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -81027.234375 Penalty: 3251.457031
	Iteration 20F: 3 clusters Score -81027.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -81044.039062 Penalty: 3251.457031
	Iteration 21Q: 3 clusters Score -81044.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81057.257812 Penalty: 3251.457031
	Iteration 22Q: 3 clusters Score -81057.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -81073.187500 Penalty: 3251.457031
	Iteration 23Q: 3 clusters Score -81073.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81080.890625 Penalty: 3251.457031
	Iteration 24Q: 3 clusters Score -81080.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81081.914062 Penalty: 3251.457031
	Iteration 25F: 3 clusters Score -81081.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -81100.687500 Penalty: 3251.457031
	Iteration 26Q: 3 clusters Score -81100.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -81135.171875 Penalty: 3251.457031
	Iteration 27Q: 3 clusters Score -81135.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81248.281250 Penalty: 3251.457031
	Iteration 28Q: 3 clusters Score -81248.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -81317.343750 Penalty: 3251.457031
	Iteration 29Q: 3 clusters Score -81317.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -81359.757812 Penalty: 3251.457031
	Iteration 30Q: 3 clusters Score -81359.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81362.859375 Penalty: 3251.457031
	Iteration 31Q: 3 clusters Score -81362.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81362.859375 Penalty: 3251.457031
	Iteration 32F: 3 clusters Score -81362.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156913 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167638 members 
Mstep: Class 6 contains 61382 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188050 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172922 members 
Mstep: Class 17 contains 173524 members 
Mstep: Class 18 contains 18582 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43130 members 
Mstep: Class 21 contains 28830 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 196 members 
Entering Unmasked Estep 
Score: -144353312.000000 Penalty: 86221.867188
Splitting cluster 14 changes total score from -144354192.000000 to -144353312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (31001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Entering Unmasked Estep 
Score: -4214347.000000 Penalty: 2564.760254
	Iteration 0F: 2 clusters Score -4214347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -4193031.250000 Penalty: 5129.520508
	Iteration 0F: 3 clusters Score -4193031 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -4200718.500000 Penalty: 5129.520508
	Iteration 1F: 3 clusters Score -4200718 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -4201145.500000 Penalty: 5129.520508
	Iteration 2Q: 3 clusters Score -4201146 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -4201502.500000 Penalty: 5129.520508
	Iteration 3Q: 3 clusters Score -4201502 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -4201794.000000 Penalty: 5129.520508
	Iteration 4Q: 3 clusters Score -4201794 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4202055.500000 Penalty: 5129.520508
	Iteration 5Q: 3 clusters Score -4202056 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4202360.000000 Penalty: 5129.520508
	Iteration 6Q: 3 clusters Score -4202360 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -4202663.500000 Penalty: 5129.520508
	Iteration 7Q: 3 clusters Score -4202664 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4202987.500000 Penalty: 5129.520508
	Iteration 8Q: 3 clusters Score -4202988 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4203449.000000 Penalty: 5129.520508
	Iteration 9Q: 3 clusters Score -4203449 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4204135.000000 Penalty: 5129.520508
	Iteration 10Q: 3 clusters Score -4204135 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -4205062.500000 Penalty: 5129.520508
	Iteration 11Q: 3 clusters Score -4205062 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -4206186.500000 Penalty: 5129.520508
	Iteration 12F: 3 clusters Score -4206186 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -4207478.500000 Penalty: 5129.520508
	Iteration 13F: 3 clusters Score -4207478 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -4208725.000000 Penalty: 5129.520508
	Iteration 14Q: 3 clusters Score -4208725 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -4209716.500000 Penalty: 5129.520508
	Iteration 15Q: 3 clusters Score -4209716 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4210395.500000 Penalty: 5129.520508
	Iteration 16Q: 3 clusters Score -4210396 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4210883.000000 Penalty: 5129.520508
	Iteration 17Q: 3 clusters Score -4210883 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -4211274.500000 Penalty: 5129.520508
	Iteration 18Q: 3 clusters Score -4211274 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -4211500.000000 Penalty: 5129.520508
	Iteration 19Q: 3 clusters Score -4211500 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -4211686.500000 Penalty: 5129.520508
	Iteration 20F: 3 clusters Score -4211686 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -4211787.000000 Penalty: 5129.520508
	Iteration 21Q: 3 clusters Score -4211787 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -4211864.000000 Penalty: 5129.520508
	Iteration 22Q: 3 clusters Score -4211864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -4211920.500000 Penalty: 5129.520508
	Iteration 23Q: 3 clusters Score -4211920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -4211967.500000 Penalty: 5129.520508
	Iteration 24Q: 3 clusters Score -4211968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -4211995.500000 Penalty: 5129.520508
	Iteration 25Q: 3 clusters Score -4211996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -4212013.000000 Penalty: 5129.520508
	Iteration 26Q: 3 clusters Score -4212013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4212034.500000 Penalty: 5129.520508
	Iteration 27Q: 3 clusters Score -4212034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4212047.500000 Penalty: 5129.520508
	Iteration 28Q: 3 clusters Score -4212048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4212057.500000 Penalty: 5129.520508
	Iteration 29Q: 3 clusters Score -4212058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -4212075.500000 Penalty: 5129.520508
	Iteration 30Q: 3 clusters Score -4212076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -4212094.000000 Penalty: 5129.520508
	Iteration 31Q: 3 clusters Score -4212094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -4212110.000000 Penalty: 5129.520508
	Iteration 32Q: 3 clusters Score -4212110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4212121.000000 Penalty: 5129.520508
	Iteration 33Q: 3 clusters Score -4212121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -4212129.500000 Penalty: 5129.520508
	Iteration 34Q: 3 clusters Score -4212130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -4212135.000000 Penalty: 5129.520508
	Iteration 35Q: 3 clusters Score -4212135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -4212150.500000 Penalty: 5129.520508
	Iteration 36Q: 3 clusters Score -4212150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4212159.500000 Penalty: 5129.520508
	Iteration 37Q: 3 clusters Score -4212160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -4212173.000000 Penalty: 5129.520508
	Iteration 38Q: 3 clusters Score -4212173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -4212184.000000 Penalty: 5129.520508
	Iteration 39Q: 3 clusters Score -4212184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4212194.000000 Penalty: 5129.520508
	Iteration 40F: 3 clusters Score -4212194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4212197.000000 Penalty: 5129.520508
	Iteration 41Q: 3 clusters Score -4212197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4212196.500000 Penalty: 5129.520508
	Iteration 42Q: 3 clusters Score -4212196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4212193.000000 Penalty: 5129.520508
	Iteration 43Q: 3 clusters Score -4212193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4212193.500000 Penalty: 5129.520508
	Iteration 44Q: 3 clusters Score -4212194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4212193.500000 Penalty: 5129.520508
	Iteration 45F: 3 clusters Score -4212194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172922 members 
Entering Unmasked Estep 
Score: -23222720.000000 Penalty: 2991.027588
	Iteration 0F: 2 clusters Score -2.322272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -23108710.000000 Penalty: 5982.055176
	Iteration 0F: 3 clusters Score -2.310871e+07 nChanged 82698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 84146 members 
Entering Unmasked Estep 
Score: -23156922.000000 Penalty: 5982.055176
	Iteration 1F: 3 clusters Score -2.315692e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89832 members 
Mstep: Class 2 contains 83090 members 
Entering Unmasked Estep 
Score: -23157670.000000 Penalty: 5982.055176
	Iteration 2Q: 3 clusters Score -2.315767e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 81385 members 
Entering Unmasked Estep 
Score: -23158578.000000 Penalty: 5982.055176
	Iteration 3Q: 3 clusters Score -2.315858e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -23159716.000000 Penalty: 5982.055176
	Iteration 4Q: 3 clusters Score -2.315972e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -23161186.000000 Penalty: 5982.055176
	Iteration 5Q: 3 clusters Score -2.316119e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -23163750.000000 Penalty: 5982.055176
	Iteration 6Q: 3 clusters Score -2.316375e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113262 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -23168624.000000 Penalty: 5982.055176
	Iteration 7F: 3 clusters Score -2.316862e+07 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125524 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -23177516.000000 Penalty: 5982.055176
	Iteration 8F: 3 clusters Score -2.317752e+07 nChanged 15010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140526 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -23190436.000000 Penalty: 5982.055176
	Iteration 9F: 3 clusters Score -2.319044e+07 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -23204450.000000 Penalty: 5982.055176
	Iteration 10F: 3 clusters Score -2.320445e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -23213850.000000 Penalty: 5982.055176
	Iteration 11F: 3 clusters Score -2.321385e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170421 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -23218052.000000 Penalty: 5982.055176
	Iteration 12Q: 3 clusters Score -2.321805e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171999 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -23219236.000000 Penalty: 5982.055176
	Iteration 13Q: 3 clusters Score -2.321924e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23219706.000000 Penalty: 5982.055176
	Iteration 14Q: 3 clusters Score -2.321971e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172600 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23219908.000000 Penalty: 5982.055176
	Iteration 15Q: 3 clusters Score -2.321991e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172644 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23220002.000000 Penalty: 5982.055176
	Iteration 16Q: 3 clusters Score -2.322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172659 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23220038.000000 Penalty: 5982.055176
	Iteration 17Q: 3 clusters Score -2.322004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172677 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23220076.000000 Penalty: 5982.055176
	Iteration 18Q: 3 clusters Score -2.322008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172685 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23220088.000000 Penalty: 5982.055176
	Iteration 19Q: 3 clusters Score -2.322009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172688 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23220100.000000 Penalty: 5982.055176
	Iteration 20F: 3 clusters Score -2.32201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172695 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23220110.000000 Penalty: 5982.055176
	Iteration 21Q: 3 clusters Score -2.322011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172695 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23220128.000000 Penalty: 5982.055176
	Iteration 22Q: 3 clusters Score -2.322013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23220142.000000 Penalty: 5982.055176
	Iteration 23Q: 3 clusters Score -2.322014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172692 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23220148.000000 Penalty: 5982.055176
	Iteration 24Q: 3 clusters Score -2.322015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23220148.000000 Penalty: 5982.055176
	Iteration 25Q: 3 clusters Score -2.322015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172696 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23220146.000000 Penalty: 5982.055176
	Iteration 26Q: 3 clusters Score -2.322015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172696 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23220148.000000 Penalty: 5982.055176
	Iteration 27Q: 3 clusters Score -2.322015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172696 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23220148.000000 Penalty: 5982.055176
	Iteration 28F: 3 clusters Score -2.322015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173524 members 
Entering Unmasked Estep 
Score: -23419294.000000 Penalty: 2991.889648
	Iteration 0F: 2 clusters Score -2.341929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
Score: -23307782.000000 Penalty: 5983.779297
	Iteration 0F: 3 clusters Score -2.330778e+07 nChanged 83229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -23356042.000000 Penalty: 5983.779297
	Iteration 1F: 3 clusters Score -2.335604e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 77337 members 
Entering Unmasked Estep 
Score: -23357346.000000 Penalty: 5983.779297
	Iteration 2Q: 3 clusters Score -2.335735e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -23359362.000000 Penalty: 5983.779297
	Iteration 3Q: 3 clusters Score -2.335936e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109846 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -23363244.000000 Penalty: 5983.779297
	Iteration 4Q: 3 clusters Score -2.336324e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121901 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -23370990.000000 Penalty: 5983.779297
	Iteration 5F: 3 clusters Score -2.337099e+07 nChanged 15706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137603 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -23384026.000000 Penalty: 5983.779297
	Iteration 6F: 3 clusters Score -2.338403e+07 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154389 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -23400436.000000 Penalty: 5983.779297
	Iteration 7F: 3 clusters Score -2.340044e+07 nChanged 12200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -23411370.000000 Penalty: 5983.779297
	Iteration 8F: 3 clusters Score -2.341137e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171592 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -23415092.000000 Penalty: 5983.779297
	Iteration 9Q: 3 clusters Score -2.341509e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172974 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -23416076.000000 Penalty: 5983.779297
	Iteration 10Q: 3 clusters Score -2.341608e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173254 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23416438.000000 Penalty: 5983.779297
	Iteration 11Q: 3 clusters Score -2.341644e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173309 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23416564.000000 Penalty: 5983.779297
	Iteration 12Q: 3 clusters Score -2.341656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173325 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23416616.000000 Penalty: 5983.779297
	Iteration 13Q: 3 clusters Score -2.341662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173330 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23416642.000000 Penalty: 5983.779297
	Iteration 14Q: 3 clusters Score -2.341664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173337 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23416672.000000 Penalty: 5983.779297
	Iteration 15Q: 3 clusters Score -2.341667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173333 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23416678.000000 Penalty: 5983.779297
	Iteration 16Q: 3 clusters Score -2.341668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173335 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23416678.000000 Penalty: 5983.779297
	Iteration 17Q: 3 clusters Score -2.341668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173338 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23416692.000000 Penalty: 5983.779297
	Iteration 18Q: 3 clusters Score -2.341669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173337 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23416686.000000 Penalty: 5983.779297
	Iteration 19Q: 3 clusters Score -2.341669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173337 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23416686.000000 Penalty: 5983.779297
	Iteration 20F: 3 clusters Score -2.341669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Entering Unmasked Estep 
Score: -2492848.750000 Penalty: 2437.827148
	Iteration 0F: 2 clusters Score -2492849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2479588.500000 Penalty: 4875.654297
	Iteration 0F: 3 clusters Score -2479588 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2483981.500000 Penalty: 4875.654297
	Iteration 1F: 3 clusters Score -2483982 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2484334.750000 Penalty: 4875.654297
	Iteration 2F: 3 clusters Score -2484335 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2484674.250000 Penalty: 4875.654297
	Iteration 3Q: 3 clusters Score -2484674 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2484955.500000 Penalty: 4875.654297
	Iteration 4Q: 3 clusters Score -2484956 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2485248.000000 Penalty: 4875.654297
	Iteration 5Q: 3 clusters Score -2485248 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2485623.250000 Penalty: 4875.654297
	Iteration 6Q: 3 clusters Score -2485623 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2486143.000000 Penalty: 4875.654297
	Iteration 7Q: 3 clusters Score -2486143 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2486857.750000 Penalty: 4875.654297
	Iteration 8F: 3 clusters Score -2486858 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2487726.750000 Penalty: 4875.654297
	Iteration 9F: 3 clusters Score -2487727 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2488602.500000 Penalty: 4875.654297
	Iteration 10F: 3 clusters Score -2488602 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2489350.000000 Penalty: 4875.654297
	Iteration 11Q: 3 clusters Score -2489350 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2489938.000000 Penalty: 4875.654297
	Iteration 12Q: 3 clusters Score -2489938 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2490385.500000 Penalty: 4875.654297
	Iteration 13Q: 3 clusters Score -2490386 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2490673.500000 Penalty: 4875.654297
	Iteration 14Q: 3 clusters Score -2490674 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2490829.500000 Penalty: 4875.654297
	Iteration 15Q: 3 clusters Score -2490830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2490893.500000 Penalty: 4875.654297
	Iteration 16Q: 3 clusters Score -2490894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2490953.500000 Penalty: 4875.654297
	Iteration 17Q: 3 clusters Score -2490954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2490982.500000 Penalty: 4875.654297
	Iteration 18Q: 3 clusters Score -2490982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2491008.500000 Penalty: 4875.654297
	Iteration 19Q: 3 clusters Score -2491008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2491016.250000 Penalty: 4875.654297
	Iteration 20F: 3 clusters Score -2491016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2491020.750000 Penalty: 4875.654297
	Iteration 21Q: 3 clusters Score -2491021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2491025.750000 Penalty: 4875.654297
	Iteration 22Q: 3 clusters Score -2491026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2491027.000000 Penalty: 4875.654297
	Iteration 23Q: 3 clusters Score -2491027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2491024.500000 Penalty: 4875.654297
	Iteration 24Q: 3 clusters Score -2491024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2491029.000000 Penalty: 4875.654297
	Iteration 25Q: 3 clusters Score -2491029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2491028.750000 Penalty: 4875.654297
	Iteration 26Q: 3 clusters Score -2491029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2491029.000000 Penalty: 4875.654297
	Iteration 27Q: 3 clusters Score -2491029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2491030.750000 Penalty: 4875.654297
	Iteration 28Q: 3 clusters Score -2491031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2491030.000000 Penalty: 4875.654297
	Iteration 29Q: 3 clusters Score -2491030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2491032.000000 Penalty: 4875.654297
	Iteration 30Q: 3 clusters Score -2491032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2491032.000000 Penalty: 4875.654297
	Iteration 31F: 3 clusters Score -2491032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -410344.562500 Penalty: 1997.521606
	Iteration 0F: 2 clusters Score -410344.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -406948.843750 Penalty: 3995.043213
	Iteration 0F: 3 clusters Score -406948.8 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -407624.218750 Penalty: 3995.043213
	Iteration 1F: 3 clusters Score -407624.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -407796.218750 Penalty: 3995.043213
	Iteration 2F: 3 clusters Score -407796.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -407881.687500 Penalty: 3995.043213
	Iteration 3Q: 3 clusters Score -407881.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -407926.968750 Penalty: 3995.043213
	Iteration 4Q: 3 clusters Score -407927 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -407962.718750 Penalty: 3995.043213
	Iteration 5Q: 3 clusters Score -407962.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -407995.625000 Penalty: 3995.043213
	Iteration 6Q: 3 clusters Score -407995.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -408027.937500 Penalty: 3995.043213
	Iteration 7Q: 3 clusters Score -408027.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -408050.843750 Penalty: 3995.043213
	Iteration 8Q: 3 clusters Score -408050.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -408076.218750 Penalty: 3995.043213
	Iteration 9Q: 3 clusters Score -408076.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -408101.062500 Penalty: 3995.043213
	Iteration 10Q: 3 clusters Score -408101.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -408132.250000 Penalty: 3995.043213
	Iteration 11Q: 3 clusters Score -408132.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -408156.250000 Penalty: 3995.043213
	Iteration 12Q: 3 clusters Score -408156.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -408179.406250 Penalty: 3995.043213
	Iteration 13Q: 3 clusters Score -408179.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -408200.906250 Penalty: 3995.043213
	Iteration 14Q: 3 clusters Score -408200.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -408224.781250 Penalty: 3995.043213
	Iteration 15Q: 3 clusters Score -408224.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -408242.875000 Penalty: 3995.043213
	Iteration 16Q: 3 clusters Score -408242.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -408258.093750 Penalty: 3995.043213
	Iteration 17Q: 3 clusters Score -408258.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -408276.812500 Penalty: 3995.043213
	Iteration 18Q: 3 clusters Score -408276.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -408305.250000 Penalty: 3995.043213
	Iteration 19Q: 3 clusters Score -408305.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -408326.875000 Penalty: 3995.043213
	Iteration 20F: 3 clusters Score -408326.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -408347.406250 Penalty: 3995.043213
	Iteration 21Q: 3 clusters Score -408347.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -408365.562500 Penalty: 3995.043213
	Iteration 22Q: 3 clusters Score -408365.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -408382.656250 Penalty: 3995.043213
	Iteration 23Q: 3 clusters Score -408382.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -408402.968750 Penalty: 3995.043213
	Iteration 24Q: 3 clusters Score -408403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -408414.718750 Penalty: 3995.043213
	Iteration 25Q: 3 clusters Score -408414.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -408423.937500 Penalty: 3995.043213
	Iteration 26Q: 3 clusters Score -408423.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -408435.500000 Penalty: 3995.043213
	Iteration 27Q: 3 clusters Score -408435.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -408445.093750 Penalty: 3995.043213
	Iteration 28Q: 3 clusters Score -408445.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -408450.281250 Penalty: 3995.043213
	Iteration 29Q: 3 clusters Score -408450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -408451.906250 Penalty: 3995.043213
	Iteration 30Q: 3 clusters Score -408451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -408452.718750 Penalty: 3995.043213
	Iteration 31Q: 3 clusters Score -408452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -408453.656250 Penalty: 3995.043213
	Iteration 32Q: 3 clusters Score -408453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -408454.875000 Penalty: 3995.043213
	Iteration 33Q: 3 clusters Score -408454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -408454.875000 Penalty: 3995.043213
	Iteration 34F: 3 clusters Score -408454.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Entering Unmasked Estep 
Score: -5621052.500000 Penalty: 2646.649658
	Iteration 0F: 2 clusters Score -5621052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -5591707.000000 Penalty: 5293.299316
	Iteration 0F: 3 clusters Score -5591707 nChanged 19937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -5602508.500000 Penalty: 5293.299316
	Iteration 1F: 3 clusters Score -5602508 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -5602890.500000 Penalty: 5293.299316
	Iteration 2Q: 3 clusters Score -5602890 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -5603277.500000 Penalty: 5293.299316
	Iteration 3Q: 3 clusters Score -5603278 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -5603666.000000 Penalty: 5293.299316
	Iteration 4Q: 3 clusters Score -5603666 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5604153.500000 Penalty: 5293.299316
	Iteration 5Q: 3 clusters Score -5604154 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -5604807.000000 Penalty: 5293.299316
	Iteration 6Q: 3 clusters Score -5604807 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -5605866.000000 Penalty: 5293.299316
	Iteration 7F: 3 clusters Score -5605866 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -5607474.500000 Penalty: 5293.299316
	Iteration 8F: 3 clusters Score -5607474 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -5609727.000000 Penalty: 5293.299316
	Iteration 9F: 3 clusters Score -5609727 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5612157.500000 Penalty: 5293.299316
	Iteration 10F: 3 clusters Score -5612158 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -5614280.500000 Penalty: 5293.299316
	Iteration 11F: 3 clusters Score -5614280 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -5615996.000000 Penalty: 5293.299316
	Iteration 12Q: 3 clusters Score -5615996 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -5617215.500000 Penalty: 5293.299316
	Iteration 13Q: 3 clusters Score -5617216 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -5618038.000000 Penalty: 5293.299316
	Iteration 14Q: 3 clusters Score -5618038 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -5618396.500000 Penalty: 5293.299316
	Iteration 15Q: 3 clusters Score -5618396 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -5618569.500000 Penalty: 5293.299316
	Iteration 16Q: 3 clusters Score -5618570 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -5618644.000000 Penalty: 5293.299316
	Iteration 17Q: 3 clusters Score -5618644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -5618685.500000 Penalty: 5293.299316
	Iteration 18Q: 3 clusters Score -5618686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -5618714.000000 Penalty: 5293.299316
	Iteration 19Q: 3 clusters Score -5618714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -5618731.000000 Penalty: 5293.299316
	Iteration 20F: 3 clusters Score -5618731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -5618734.000000 Penalty: 5293.299316
	Iteration 21Q: 3 clusters Score -5618734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -5618748.000000 Penalty: 5293.299316
	Iteration 22Q: 3 clusters Score -5618748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5618751.500000 Penalty: 5293.299316
	Iteration 23Q: 3 clusters Score -5618752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -5618755.500000 Penalty: 5293.299316
	Iteration 24Q: 3 clusters Score -5618756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -5618753.000000 Penalty: 5293.299316
	Iteration 25Q: 3 clusters Score -5618753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -5618755.000000 Penalty: 5293.299316
	Iteration 26Q: 3 clusters Score -5618755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5618751.000000 Penalty: 5293.299316
	Iteration 27Q: 3 clusters Score -5618751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5618751.000000 Penalty: 5293.299316
	Iteration 28F: 3 clusters Score -5618751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Entering Unmasked Estep 
Score: -3915376.750000 Penalty: 2546.754639
	Iteration 0F: 2 clusters Score -3915377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3895440.500000 Penalty: 5093.509277
	Iteration 0F: 3 clusters Score -3895440 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3902472.500000 Penalty: 5093.509277
	Iteration 1F: 3 clusters Score -3902472 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3902882.750000 Penalty: 5093.509277
	Iteration 2Q: 3 clusters Score -3902883 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3903215.000000 Penalty: 5093.509277
	Iteration 3Q: 3 clusters Score -3903215 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3903510.250000 Penalty: 5093.509277
	Iteration 4Q: 3 clusters Score -3903510 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3903793.750000 Penalty: 5093.509277
	Iteration 5Q: 3 clusters Score -3903794 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3904087.750000 Penalty: 5093.509277
	Iteration 6Q: 3 clusters Score -3904088 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3904406.750000 Penalty: 5093.509277
	Iteration 7Q: 3 clusters Score -3904407 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3904892.500000 Penalty: 5093.509277
	Iteration 8Q: 3 clusters Score -3904892 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -3905562.500000 Penalty: 5093.509277
	Iteration 9Q: 3 clusters Score -3905562 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3906545.250000 Penalty: 5093.509277
	Iteration 10F: 3 clusters Score -3906545 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3907874.750000 Penalty: 5093.509277
	Iteration 11F: 3 clusters Score -3907875 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3909347.250000 Penalty: 5093.509277
	Iteration 12F: 3 clusters Score -3909347 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3910678.500000 Penalty: 5093.509277
	Iteration 13F: 3 clusters Score -3910678 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3911612.750000 Penalty: 5093.509277
	Iteration 14Q: 3 clusters Score -3911613 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3912161.000000 Penalty: 5093.509277
	Iteration 15Q: 3 clusters Score -3912161 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3912426.750000 Penalty: 5093.509277
	Iteration 16Q: 3 clusters Score -3912427 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3912589.000000 Penalty: 5093.509277
	Iteration 17Q: 3 clusters Score -3912589 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3912698.250000 Penalty: 5093.509277
	Iteration 18Q: 3 clusters Score -3912698 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3912778.000000 Penalty: 5093.509277
	Iteration 19Q: 3 clusters Score -3912778 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3912833.250000 Penalty: 5093.509277
	Iteration 20F: 3 clusters Score -3912833 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3912894.750000 Penalty: 5093.509277
	Iteration 21Q: 3 clusters Score -3912895 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3912927.250000 Penalty: 5093.509277
	Iteration 22Q: 3 clusters Score -3912927 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -3912952.250000 Penalty: 5093.509277
	Iteration 23Q: 3 clusters Score -3912952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3912991.250000 Penalty: 5093.509277
	Iteration 24Q: 3 clusters Score -3912991 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3913001.750000 Penalty: 5093.509277
	Iteration 25Q: 3 clusters Score -3913002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3913008.250000 Penalty: 5093.509277
	Iteration 26Q: 3 clusters Score -3913008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3913043.250000 Penalty: 5093.509277
	Iteration 27Q: 3 clusters Score -3913043 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3913053.000000 Penalty: 5093.509277
	Iteration 28Q: 3 clusters Score -3913053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3913059.750000 Penalty: 5093.509277
	Iteration 29Q: 3 clusters Score -3913060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3913070.750000 Penalty: 5093.509277
	Iteration 30Q: 3 clusters Score -3913071 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3913086.250000 Penalty: 5093.509277
	Iteration 31Q: 3 clusters Score -3913086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3913103.250000 Penalty: 5093.509277
	Iteration 32Q: 3 clusters Score -3913103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3913120.250000 Penalty: 5093.509277
	Iteration 33Q: 3 clusters Score -3913120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -3913125.750000 Penalty: 5093.509277
	Iteration 34Q: 3 clusters Score -3913126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3913131.000000 Penalty: 5093.509277
	Iteration 35Q: 3 clusters Score -3913131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3913138.000000 Penalty: 5093.509277
	Iteration 36Q: 3 clusters Score -3913138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3913151.750000 Penalty: 5093.509277
	Iteration 37Q: 3 clusters Score -3913152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3913162.250000 Penalty: 5093.509277
	Iteration 38Q: 3 clusters Score -3913162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3913160.500000 Penalty: 5093.509277
	Iteration 39Q: 3 clusters Score -3913160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3913157.500000 Penalty: 5093.509277
	Iteration 40F: 3 clusters Score -3913158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3913159.250000 Penalty: 5093.509277
	Iteration 41Q: 3 clusters Score -3913159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3913161.750000 Penalty: 5093.509277
	Iteration 42Q: 3 clusters Score -3913162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3913169.250000 Penalty: 5093.509277
	Iteration 43Q: 3 clusters Score -3913169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3913173.000000 Penalty: 5093.509277
	Iteration 44Q: 3 clusters Score -3913173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3913182.250000 Penalty: 5093.509277
	Iteration 45Q: 3 clusters Score -3913182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3913187.250000 Penalty: 5093.509277
	Iteration 46Q: 3 clusters Score -3913187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3913180.000000 Penalty: 5093.509277
	Iteration 47Q: 3 clusters Score -3913180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3913185.500000 Penalty: 5093.509277
	Iteration 48Q: 3 clusters Score -3913186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3913191.500000 Penalty: 5093.509277
	Iteration 49Q: 3 clusters Score -3913192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3913200.000000 Penalty: 5093.509277
	Iteration 50Q: 3 clusters Score -3913200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3913198.750000 Penalty: 5093.509277
	Iteration 51Q: 3 clusters Score -3913199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3913196.250000 Penalty: 5093.509277
	Iteration 52Q: 3 clusters Score -3913196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3913201.500000 Penalty: 5093.509277
	Iteration 53Q: 3 clusters Score -3913202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3913199.000000 Penalty: 5093.509277
	Iteration 54Q: 3 clusters Score -3913199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3913198.500000 Penalty: 5093.509277
	Iteration 55Q: 3 clusters Score -3913198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3913201.250000 Penalty: 5093.509277
	Iteration 56Q: 3 clusters Score -3913201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3913196.750000 Penalty: 5093.509277
	Iteration 57Q: 3 clusters Score -3913197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3913198.500000 Penalty: 5093.509277
	Iteration 58Q: 3 clusters Score -3913198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3913200.500000 Penalty: 5093.509277
	Iteration 59Q: 3 clusters Score -3913200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3913200.500000 Penalty: 5093.509277
	Iteration 60F: 3 clusters Score -3913200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -136657.171875 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -136657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134683.968750 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -134684 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135061.562500 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -135061.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135280.343750 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -135280.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135480.750000 Penalty: 3470.354004
	Iteration 3F: 3 clusters Score -135480.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -135780.125000 Penalty: 3470.354004
	Iteration 4F: 3 clusters Score -135780.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -136028.890625 Penalty: 3470.354004
	Iteration 5F: 3 clusters Score -136028.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -136172.687500 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -136172.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -136248.328125 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -136248.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -136295.562500 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -136295.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -136322.296875 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -136322.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -136337.203125 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -136337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -136345.437500 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -136345.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -136359.718750 Penalty: 3470.354004
	Iteration 12Q: 3 clusters Score -136359.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -136362.859375 Penalty: 3470.354004
	Iteration 13Q: 3 clusters Score -136362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -136365.453125 Penalty: 3470.354004
	Iteration 14Q: 3 clusters Score -136365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -136366.406250 Penalty: 3470.354004
	Iteration 15Q: 3 clusters Score -136366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -136367.828125 Penalty: 3470.354004
	Iteration 16Q: 3 clusters Score -136367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -136370.531250 Penalty: 3470.354004
	Iteration 17Q: 3 clusters Score -136370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -136372.375000 Penalty: 3470.354004
	Iteration 18Q: 3 clusters Score -136372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -136374.328125 Penalty: 3470.354004
	Iteration 19Q: 3 clusters Score -136374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -136375.109375 Penalty: 3470.354004
	Iteration 20F: 3 clusters Score -136375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -136378.671875 Penalty: 3470.354004
	Iteration 21Q: 3 clusters Score -136378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -136383.359375 Penalty: 3470.354004
	Iteration 22Q: 3 clusters Score -136383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -136386.765625 Penalty: 3470.354004
	Iteration 23Q: 3 clusters Score -136386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -136389.187500 Penalty: 3470.354004
	Iteration 24Q: 3 clusters Score -136389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -136389.187500 Penalty: 3470.354004
	Iteration 25F: 3 clusters Score -136389.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -127405.515625 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -127405.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125427.007812 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -125427 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125700.859375 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -125700.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125807.296875 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -125807.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125896.312500 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -125896.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126041.820312 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -126041.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126271.242188 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -126271.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -126624.281250 Penalty: 3444.745361
	Iteration 6F: 3 clusters Score -126624.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -126745.945312 Penalty: 3444.745361
	Iteration 7F: 3 clusters Score -126745.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -126844.945312 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -126844.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -126908.617188 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -126908.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -126957.976562 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -126958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -126998.828125 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -126998.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -127037.539062 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -127037.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -127058.078125 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -127058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -127073.765625 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -127073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -127088.281250 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -127088.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -127097.585938 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -127097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -127106.914062 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -127106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -127109.414062 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -127109.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -127109.414062 Penalty: 3444.745361
	Iteration 19F: 3 clusters Score -127109.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -168859.781250 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -168859.8 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 713 members 
Entering Unmasked Estep 
Score: -166721.515625 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -166721.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -167208.250000 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -167208.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -167388.343750 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -167388.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -167511.062500 Penalty: 3594.198486
	Iteration 3F: 3 clusters Score -167511.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -167638.718750 Penalty: 3594.198486
	Iteration 4F: 3 clusters Score -167638.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -167740.046875 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -167740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -167821.406250 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -167821.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -167883.562500 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -167883.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -167933.109375 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -167933.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -167967.703125 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -167967.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -167987.453125 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -167987.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -167999.890625 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -167999.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -168008.515625 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -168008.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -168018.062500 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -168018.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -168028.718750 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -168028.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -168034.687500 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -168034.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -168037.578125 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -168037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -168039.375000 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -168039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -168040.578125 Penalty: 3594.198486
	Iteration 18Q: 3 clusters Score -168040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -168042.437500 Penalty: 3594.198486
	Iteration 19Q: 3 clusters Score -168042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -168042.437500 Penalty: 3594.198486
	Iteration 20F: 3 clusters Score -168042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156913 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167638 members 
Mstep: Class 6 contains 61382 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188050 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172922 members 
Mstep: Class 17 contains 173524 members 
Mstep: Class 18 contains 18582 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43130 members 
Mstep: Class 21 contains 28830 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354256.000000 Penalty: 82772.992188
Iteration 159Q: 25 clusters Score -1.443543e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156914 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167624 members 
Mstep: Class 6 contains 61382 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188047 members 
Mstep: Class 9 contains 17463 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172929 members 
Mstep: Class 17 contains 173525 members 
Mstep: Class 18 contains 18583 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43131 members 
Mstep: Class 21 contains 28833 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 160F: 25 clusters Score -1.443542e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156914 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167614 members 
Mstep: Class 6 contains 61381 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188047 members 
Mstep: Class 9 contains 17463 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172937 members 
Mstep: Class 17 contains 173529 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43132 members 
Mstep: Class 21 contains 28833 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 161Q: 25 clusters Score -1.443541e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156921 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167600 members 
Mstep: Class 6 contains 61381 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188045 members 
Mstep: Class 9 contains 17463 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172944 members 
Mstep: Class 17 contains 173530 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43134 members 
Mstep: Class 21 contains 28835 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354080.000000 Penalty: 82772.992188
Iteration 162Q: 25 clusters Score -1.443541e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156924 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167581 members 
Mstep: Class 6 contains 61381 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188043 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172957 members 
Mstep: Class 17 contains 173529 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43136 members 
Mstep: Class 21 contains 28834 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 163Q: 25 clusters Score -1.443541e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156928 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167567 members 
Mstep: Class 6 contains 61379 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188051 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172956 members 
Mstep: Class 17 contains 173525 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43136 members 
Mstep: Class 21 contains 28834 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354160.000000 Penalty: 82772.992188
Iteration 164Q: 25 clusters Score -1.443542e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156928 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167554 members 
Mstep: Class 6 contains 61379 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188050 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172955 members 
Mstep: Class 17 contains 173528 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43138 members 
Mstep: Class 21 contains 28835 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354064.000000 Penalty: 82772.992188
Iteration 165Q: 25 clusters Score -1.443541e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156934 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167538 members 
Mstep: Class 6 contains 61381 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188053 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172947 members 
Mstep: Class 17 contains 173533 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43139 members 
Mstep: Class 21 contains 28836 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 166Q: 25 clusters Score -1.443541e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156939 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167531 members 
Mstep: Class 6 contains 61381 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188058 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172940 members 
Mstep: Class 17 contains 173536 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43140 members 
Mstep: Class 21 contains 28836 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 167Q: 25 clusters Score -1.443541e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156947 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167522 members 
Mstep: Class 6 contains 61380 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188060 members 
Mstep: Class 9 contains 17463 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172939 members 
Mstep: Class 17 contains 173536 members 
Mstep: Class 18 contains 18585 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43141 members 
Mstep: Class 21 contains 28836 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354032.000000 Penalty: 82772.992188
Iteration 168Q: 25 clusters Score -1.44354e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156954 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167517 members 
Mstep: Class 6 contains 61381 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188056 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172942 members 
Mstep: Class 17 contains 173536 members 
Mstep: Class 18 contains 18585 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43141 members 
Mstep: Class 21 contains 28836 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354032.000000 Penalty: 82772.992188
Iteration 169Q: 25 clusters Score -1.44354e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156953 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167512 members 
Mstep: Class 6 contains 61382 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188054 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31000 members 
Mstep: Class 16 contains 172945 members 
Mstep: Class 17 contains 173539 members 
Mstep: Class 18 contains 18585 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43142 members 
Mstep: Class 21 contains 28836 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354064.000000 Penalty: 82772.992188
Iteration 170Q: 25 clusters Score -1.443541e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156951 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167506 members 
Mstep: Class 6 contains 61382 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188056 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31000 members 
Mstep: Class 16 contains 172950 members 
Mstep: Class 17 contains 173543 members 
Mstep: Class 18 contains 18586 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43142 members 
Mstep: Class 21 contains 28836 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354016.000000 Penalty: 82772.992188
Iteration 171Q: 25 clusters Score -1.44354e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156951 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167503 members 
Mstep: Class 6 contains 61380 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188055 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172953 members 
Mstep: Class 17 contains 173542 members 
Mstep: Class 18 contains 18587 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43143 members 
Mstep: Class 21 contains 28836 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354048.000000 Penalty: 82772.992188
Iteration 172Q: 25 clusters Score -1.44354e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156956 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167505 members 
Mstep: Class 6 contains 61379 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188052 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172951 members 
Mstep: Class 17 contains 173543 members 
Mstep: Class 18 contains 18587 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43146 members 
Mstep: Class 21 contains 28838 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354080.000000 Penalty: 82772.992188
Iteration 173Q: 25 clusters Score -1.443541e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156956 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167503 members 
Mstep: Class 6 contains 61376 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188049 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172954 members 
Mstep: Class 17 contains 173545 members 
Mstep: Class 18 contains 18587 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43147 members 
Mstep: Class 21 contains 28839 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354048.000000 Penalty: 82772.992188
Iteration 174Q: 25 clusters Score -1.44354e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156956 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167503 members 
Mstep: Class 6 contains 61375 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188049 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172954 members 
Mstep: Class 17 contains 173544 members 
Mstep: Class 18 contains 18587 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43147 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 175Q: 25 clusters Score -1.443541e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156955 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167505 members 
Mstep: Class 6 contains 61374 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 188046 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172954 members 
Mstep: Class 17 contains 173545 members 
Mstep: Class 18 contains 18587 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43148 members 
Mstep: Class 21 contains 28840 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354144.000000 Penalty: 82772.992188
Iteration 176Q: 25 clusters Score -1.443541e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156956 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167505 members 
Mstep: Class 6 contains 61373 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 188052 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172954 members 
Mstep: Class 17 contains 173542 members 
Mstep: Class 18 contains 18587 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43148 members 
Mstep: Class 21 contains 28840 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 177Q: 25 clusters Score -1.443541e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156954 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167503 members 
Mstep: Class 6 contains 61375 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188055 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172953 members 
Mstep: Class 17 contains 173541 members 
Mstep: Class 18 contains 18588 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43149 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354112.000000 Penalty: 82772.992188
Iteration 178Q: 25 clusters Score -1.443541e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156953 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167502 members 
Mstep: Class 6 contains 61375 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188059 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172953 members 
Mstep: Class 17 contains 173541 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43148 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354064.000000 Penalty: 82772.992188
Iteration 179Q: 25 clusters Score -1.443541e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156952 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167504 members 
Mstep: Class 6 contains 61375 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188061 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172952 members 
Mstep: Class 17 contains 173540 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43148 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354032.000000 Penalty: 82772.992188
Iteration 180F: 25 clusters Score -1.44354e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156952 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167503 members 
Mstep: Class 6 contains 61375 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188066 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172947 members 
Mstep: Class 17 contains 173541 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43148 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354080.000000 Penalty: 82772.992188
Iteration 181Q: 25 clusters Score -1.443541e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156951 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167502 members 
Mstep: Class 6 contains 61373 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188068 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172943 members 
Mstep: Class 17 contains 173542 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43148 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354000.000000 Penalty: 82772.992188
Iteration 182Q: 25 clusters Score -1.44354e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156948 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167504 members 
Mstep: Class 6 contains 61372 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188067 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172942 members 
Mstep: Class 17 contains 173543 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43148 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354048.000000 Penalty: 82772.992188
Iteration 183Q: 25 clusters Score -1.44354e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156946 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167507 members 
Mstep: Class 6 contains 61370 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188066 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 172941 members 
Mstep: Class 17 contains 173546 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43148 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354016.000000 Penalty: 82772.992188
Iteration 184Q: 25 clusters Score -1.44354e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156946 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167510 members 
Mstep: Class 6 contains 61369 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188064 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 172940 members 
Mstep: Class 17 contains 173545 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43148 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354032.000000 Penalty: 82772.992188
Iteration 185Q: 25 clusters Score -1.44354e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156954 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167505 members 
Mstep: Class 6 contains 61368 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188058 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172945 members 
Mstep: Class 17 contains 173542 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43148 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354112.000000 Penalty: 82772.992188
Iteration 186Q: 25 clusters Score -1.443541e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156956 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167499 members 
Mstep: Class 6 contains 61368 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188058 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172941 members 
Mstep: Class 17 contains 173544 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43149 members 
Mstep: Class 21 contains 28842 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354048.000000 Penalty: 82772.992188
Iteration 187Q: 25 clusters Score -1.44354e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156960 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167490 members 
Mstep: Class 6 contains 61368 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188058 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172939 members 
Mstep: Class 17 contains 173548 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43151 members 
Mstep: Class 21 contains 28842 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354048.000000 Penalty: 82772.992188
Iteration 188Q: 25 clusters Score -1.44354e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156962 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167481 members 
Mstep: Class 6 contains 61365 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188058 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172946 members 
Mstep: Class 17 contains 173551 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 43151 members 
Mstep: Class 21 contains 28842 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354064.000000 Penalty: 82772.992188
Iteration 189Q: 25 clusters Score -1.443541e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156959 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167477 members 
Mstep: Class 6 contains 61364 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188058 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172948 members 
Mstep: Class 17 contains 173551 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 43154 members 
Mstep: Class 21 contains 28843 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354112.000000 Penalty: 82772.992188
Iteration 190Q: 25 clusters Score -1.443541e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156960 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167474 members 
Mstep: Class 6 contains 61363 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188056 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 172945 members 
Mstep: Class 17 contains 173550 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 43158 members 
Mstep: Class 21 contains 28843 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354144.000000 Penalty: 82772.992188
Iteration 191Q: 25 clusters Score -1.443541e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156963 members 
Mstep: Class 4 contains 1114 members 
Mstep: Class 5 contains 167470 members 
Mstep: Class 6 contains 61362 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188053 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 172948 members 
Mstep: Class 17 contains 173551 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43162 members 
Mstep: Class 21 contains 28842 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354160.000000 Penalty: 82772.992188
Iteration 192Q: 25 clusters Score -1.443542e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156967 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167464 members 
Mstep: Class 6 contains 61362 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188058 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172945 members 
Mstep: Class 17 contains 173556 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43162 members 
Mstep: Class 21 contains 28843 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354112.000000 Penalty: 82772.992188
Iteration 193Q: 25 clusters Score -1.443541e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156973 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167461 members 
Mstep: Class 6 contains 61363 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188063 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6580 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 31001 members 
Mstep: Class 16 contains 172941 members 
Mstep: Class 17 contains 173557 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43162 members 
Mstep: Class 21 contains 28844 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 194Q: 25 clusters Score -1.443541e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156978 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167462 members 
Mstep: Class 6 contains 61363 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188063 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30999 members 
Mstep: Class 16 contains 172942 members 
Mstep: Class 17 contains 173556 members 
Mstep: Class 18 contains 18590 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43164 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 195Q: 25 clusters Score -1.443541e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156979 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167461 members 
Mstep: Class 6 contains 61361 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188062 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30998 members 
Mstep: Class 16 contains 172943 members 
Mstep: Class 17 contains 173558 members 
Mstep: Class 18 contains 18590 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43164 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 196Q: 25 clusters Score -1.443541e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156978 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167460 members 
Mstep: Class 6 contains 61361 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188060 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30997 members 
Mstep: Class 16 contains 172945 members 
Mstep: Class 17 contains 173557 members 
Mstep: Class 18 contains 18590 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43164 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354176.000000 Penalty: 82772.992188
Iteration 197Q: 25 clusters Score -1.443542e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156978 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167456 members 
Mstep: Class 6 contains 61360 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188064 members 
Mstep: Class 9 contains 17472 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30997 members 
Mstep: Class 16 contains 172946 members 
Mstep: Class 17 contains 173559 members 
Mstep: Class 18 contains 18590 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43164 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354144.000000 Penalty: 82772.992188
Iteration 198Q: 25 clusters Score -1.443541e+08 nChanged 32
Entering ConstructFrom: 
Score: -144354144.000000 Penalty: 82772.992188
Entering ConstructFrom: 
Trying to split cluster 1 (5664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Entering Unmasked Estep 
Score: -786832.625000 Penalty: 2143.187744
	Iteration 0F: 2 clusters Score -786832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -781906.812500 Penalty: 4286.375488
	Iteration 0F: 3 clusters Score -781906.8 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -783076.875000 Penalty: 4286.375488
	Iteration 1F: 3 clusters Score -783076.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -783270.875000 Penalty: 4286.375488
	Iteration 2F: 3 clusters Score -783270.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -783384.437500 Penalty: 4286.375488
	Iteration 3Q: 3 clusters Score -783384.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -783455.062500 Penalty: 4286.375488
	Iteration 4Q: 3 clusters Score -783455.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -783511.312500 Penalty: 4286.375488
	Iteration 5Q: 3 clusters Score -783511.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -783553.625000 Penalty: 4286.375488
	Iteration 6Q: 3 clusters Score -783553.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -783583.000000 Penalty: 4286.375488
	Iteration 7Q: 3 clusters Score -783583 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -783607.625000 Penalty: 4286.375488
	Iteration 8Q: 3 clusters Score -783607.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -783631.437500 Penalty: 4286.375488
	Iteration 9Q: 3 clusters Score -783631.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -783648.000000 Penalty: 4286.375488
	Iteration 10Q: 3 clusters Score -783648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -783665.562500 Penalty: 4286.375488
	Iteration 11Q: 3 clusters Score -783665.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -783684.500000 Penalty: 4286.375488
	Iteration 12Q: 3 clusters Score -783684.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -783701.875000 Penalty: 4286.375488
	Iteration 13Q: 3 clusters Score -783701.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -783713.187500 Penalty: 4286.375488
	Iteration 14Q: 3 clusters Score -783713.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -783722.437500 Penalty: 4286.375488
	Iteration 15Q: 3 clusters Score -783722.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -783734.062500 Penalty: 4286.375488
	Iteration 16Q: 3 clusters Score -783734.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -783739.312500 Penalty: 4286.375488
	Iteration 17Q: 3 clusters Score -783739.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -783746.875000 Penalty: 4286.375488
	Iteration 18Q: 3 clusters Score -783746.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -783754.500000 Penalty: 4286.375488
	Iteration 19Q: 3 clusters Score -783754.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -783760.625000 Penalty: 4286.375488
	Iteration 20F: 3 clusters Score -783760.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -783769.187500 Penalty: 4286.375488
	Iteration 21Q: 3 clusters Score -783769.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -783775.625000 Penalty: 4286.375488
	Iteration 22Q: 3 clusters Score -783775.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -783785.500000 Penalty: 4286.375488
	Iteration 23Q: 3 clusters Score -783785.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -783793.625000 Penalty: 4286.375488
	Iteration 24Q: 3 clusters Score -783793.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -783799.500000 Penalty: 4286.375488
	Iteration 25Q: 3 clusters Score -783799.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -783808.000000 Penalty: 4286.375488
	Iteration 26Q: 3 clusters Score -783808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -783815.062500 Penalty: 4286.375488
	Iteration 27Q: 3 clusters Score -783815.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -783823.875000 Penalty: 4286.375488
	Iteration 28Q: 3 clusters Score -783823.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -783832.625000 Penalty: 4286.375488
	Iteration 29Q: 3 clusters Score -783832.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -783847.000000 Penalty: 4286.375488
	Iteration 30Q: 3 clusters Score -783847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -783862.000000 Penalty: 4286.375488
	Iteration 31Q: 3 clusters Score -783862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -783875.062500 Penalty: 4286.375488
	Iteration 32Q: 3 clusters Score -783875.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -783885.125000 Penalty: 4286.375488
	Iteration 33Q: 3 clusters Score -783885.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -783896.375000 Penalty: 4286.375488
	Iteration 34Q: 3 clusters Score -783896.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -783906.625000 Penalty: 4286.375488
	Iteration 35Q: 3 clusters Score -783906.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -783915.312500 Penalty: 4286.375488
	Iteration 36Q: 3 clusters Score -783915.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -783925.250000 Penalty: 4286.375488
	Iteration 37Q: 3 clusters Score -783925.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -783941.562500 Penalty: 4286.375488
	Iteration 38Q: 3 clusters Score -783941.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -783960.375000 Penalty: 4286.375488
	Iteration 39Q: 3 clusters Score -783960.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -783984.500000 Penalty: 4286.375488
	Iteration 40F: 3 clusters Score -783984.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -784010.062500 Penalty: 4286.375488
	Iteration 41Q: 3 clusters Score -784010.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -784038.125000 Penalty: 4286.375488
	Iteration 42Q: 3 clusters Score -784038.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -784071.687500 Penalty: 4286.375488
	Iteration 43Q: 3 clusters Score -784071.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -784108.812500 Penalty: 4286.375488
	Iteration 44Q: 3 clusters Score -784108.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -784149.187500 Penalty: 4286.375488
	Iteration 45Q: 3 clusters Score -784149.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -784203.750000 Penalty: 4286.375488
	Iteration 46Q: 3 clusters Score -784203.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -784250.125000 Penalty: 4286.375488
	Iteration 47Q: 3 clusters Score -784250.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -784292.250000 Penalty: 4286.375488
	Iteration 48Q: 3 clusters Score -784292.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -784344.062500 Penalty: 4286.375488
	Iteration 49Q: 3 clusters Score -784344.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -784389.187500 Penalty: 4286.375488
	Iteration 50Q: 3 clusters Score -784389.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -784441.437500 Penalty: 4286.375488
	Iteration 51Q: 3 clusters Score -784441.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -784493.000000 Penalty: 4286.375488
	Iteration 52Q: 3 clusters Score -784493 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -784532.250000 Penalty: 4286.375488
	Iteration 53Q: 3 clusters Score -784532.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -784570.312500 Penalty: 4286.375488
	Iteration 54Q: 3 clusters Score -784570.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -784597.437500 Penalty: 4286.375488
	Iteration 55Q: 3 clusters Score -784597.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -784626.437500 Penalty: 4286.375488
	Iteration 56Q: 3 clusters Score -784626.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -784655.750000 Penalty: 4286.375488
	Iteration 57Q: 3 clusters Score -784655.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -784682.312500 Penalty: 4286.375488
	Iteration 58Q: 3 clusters Score -784682.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -784703.562500 Penalty: 4286.375488
	Iteration 59Q: 3 clusters Score -784703.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -784722.500000 Penalty: 4286.375488
	Iteration 60F: 3 clusters Score -784722.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -784739.187500 Penalty: 4286.375488
	Iteration 61Q: 3 clusters Score -784739.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -784762.812500 Penalty: 4286.375488
	Iteration 62Q: 3 clusters Score -784762.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -784788.562500 Penalty: 4286.375488
	Iteration 63Q: 3 clusters Score -784788.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -784814.750000 Penalty: 4286.375488
	Iteration 64Q: 3 clusters Score -784814.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -784839.687500 Penalty: 4286.375488
	Iteration 65Q: 3 clusters Score -784839.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -784855.062500 Penalty: 4286.375488
	Iteration 66Q: 3 clusters Score -784855.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -784864.875000 Penalty: 4286.375488
	Iteration 67Q: 3 clusters Score -784864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -784872.187500 Penalty: 4286.375488
	Iteration 68Q: 3 clusters Score -784872.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -784878.687500 Penalty: 4286.375488
	Iteration 69Q: 3 clusters Score -784878.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -784891.187500 Penalty: 4286.375488
	Iteration 70Q: 3 clusters Score -784891.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -784900.812500 Penalty: 4286.375488
	Iteration 71Q: 3 clusters Score -784900.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -784910.375000 Penalty: 4286.375488
	Iteration 72Q: 3 clusters Score -784910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -784914.125000 Penalty: 4286.375488
	Iteration 73Q: 3 clusters Score -784914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -784917.812500 Penalty: 4286.375488
	Iteration 74Q: 3 clusters Score -784917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -784922.312500 Penalty: 4286.375488
	Iteration 75Q: 3 clusters Score -784922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -784930.187500 Penalty: 4286.375488
	Iteration 76Q: 3 clusters Score -784930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -784938.312500 Penalty: 4286.375488
	Iteration 77Q: 3 clusters Score -784938.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -784939.812500 Penalty: 4286.375488
	Iteration 78Q: 3 clusters Score -784939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -784940.375000 Penalty: 4286.375488
	Iteration 79Q: 3 clusters Score -784940.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -784941.625000 Penalty: 4286.375488
	Iteration 80F: 3 clusters Score -784941.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -287424.250000 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -287424.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284635.968750 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -284636 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -285143.500000 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -285143.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -285261.968750 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -285262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -285329.437500 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -285329.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -285392.937500 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -285392.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -285450.625000 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -285450.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -285488.281250 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -285488.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -285520.843750 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -285520.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -285555.156250 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -285555.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -285593.531250 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -285593.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -285621.812500 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -285621.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -285650.312500 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -285650.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -285676.093750 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -285676.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -285693.250000 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -285693.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -285716.062500 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -285716.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -285737.781250 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -285737.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -285749.687500 Penalty: 3829.789062
	Iteration 16Q: 3 clusters Score -285749.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -285762.468750 Penalty: 3829.789062
	Iteration 17Q: 3 clusters Score -285762.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -285774.343750 Penalty: 3829.789062
	Iteration 18Q: 3 clusters Score -285774.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -285782.656250 Penalty: 3829.789062
	Iteration 19Q: 3 clusters Score -285782.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -285793.187500 Penalty: 3829.789062
	Iteration 20F: 3 clusters Score -285793.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -285805.625000 Penalty: 3829.789062
	Iteration 21Q: 3 clusters Score -285805.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -285818.312500 Penalty: 3829.789062
	Iteration 22Q: 3 clusters Score -285818.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -285825.937500 Penalty: 3829.789062
	Iteration 23Q: 3 clusters Score -285825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -285829.656250 Penalty: 3829.789062
	Iteration 24Q: 3 clusters Score -285829.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -285836.843750 Penalty: 3829.789062
	Iteration 25Q: 3 clusters Score -285836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -285840.000000 Penalty: 3829.789062
	Iteration 26Q: 3 clusters Score -285840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -285842.125000 Penalty: 3829.789062
	Iteration 27Q: 3 clusters Score -285842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -285843.562500 Penalty: 3829.789062
	Iteration 28Q: 3 clusters Score -285843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -285843.562500 Penalty: 3829.789062
	Iteration 29F: 3 clusters Score -285843.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (156980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156980 members 
Entering Unmasked Estep 
Score: -21055728.000000 Penalty: 2967.040771
	Iteration 0F: 2 clusters Score -2.105573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 78658 members 
Entering Unmasked Estep 
Score: -20951818.000000 Penalty: 5934.081543
	Iteration 0F: 3 clusters Score -2.095182e+07 nChanged 74973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -20996726.000000 Penalty: 5934.081543
	Iteration 1F: 3 clusters Score -2.099673e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 87091 members 
Entering Unmasked Estep 
Score: -20998388.000000 Penalty: 5934.081543
	Iteration 2Q: 3 clusters Score -2.099839e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 92041 members 
Entering Unmasked Estep 
Score: -21001172.000000 Penalty: 5934.081543
	Iteration 3Q: 3 clusters Score -2.100117e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 99140 members 
Entering Unmasked Estep 
Score: -21005914.000000 Penalty: 5934.081543
	Iteration 4F: 3 clusters Score -2.100591e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 108479 members 
Entering Unmasked Estep 
Score: -21013278.000000 Penalty: 5934.081543
	Iteration 5F: 3 clusters Score -2.101328e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 119338 members 
Entering Unmasked Estep 
Score: -21022380.000000 Penalty: 5934.081543
	Iteration 6F: 3 clusters Score -2.102238e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 129705 members 
Entering Unmasked Estep 
Score: -21032126.000000 Penalty: 5934.081543
	Iteration 7F: 3 clusters Score -2.103213e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 137949 members 
Entering Unmasked Estep 
Score: -21040244.000000 Penalty: 5934.081543
	Iteration 8F: 3 clusters Score -2.104024e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 143201 members 
Entering Unmasked Estep 
Score: -21045188.000000 Penalty: 5934.081543
	Iteration 9Q: 3 clusters Score -2.104519e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 146421 members 
Entering Unmasked Estep 
Score: -21047874.000000 Penalty: 5934.081543
	Iteration 10Q: 3 clusters Score -2.104787e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 148597 members 
Entering Unmasked Estep 
Score: -21049502.000000 Penalty: 5934.081543
	Iteration 11Q: 3 clusters Score -2.10495e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 150240 members 
Entering Unmasked Estep 
Score: -21050430.000000 Penalty: 5934.081543
	Iteration 12Q: 3 clusters Score -2.105043e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 151576 members 
Entering Unmasked Estep 
Score: -21051120.000000 Penalty: 5934.081543
	Iteration 13Q: 3 clusters Score -2.105112e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 152641 members 
Entering Unmasked Estep 
Score: -21051656.000000 Penalty: 5934.081543
	Iteration 14Q: 3 clusters Score -2.105166e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 153522 members 
Entering Unmasked Estep 
Score: -21052092.000000 Penalty: 5934.081543
	Iteration 15Q: 3 clusters Score -2.105209e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 154181 members 
Entering Unmasked Estep 
Score: -21052486.000000 Penalty: 5934.081543
	Iteration 16Q: 3 clusters Score -2.105249e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 154656 members 
Entering Unmasked Estep 
Score: -21052732.000000 Penalty: 5934.081543
	Iteration 17Q: 3 clusters Score -2.105273e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 155013 members 
Entering Unmasked Estep 
Score: -21052850.000000 Penalty: 5934.081543
	Iteration 18Q: 3 clusters Score -2.105285e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 155285 members 
Entering Unmasked Estep 
Score: -21052904.000000 Penalty: 5934.081543
	Iteration 19Q: 3 clusters Score -2.10529e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 155493 members 
Entering Unmasked Estep 
Score: -21052934.000000 Penalty: 5934.081543
	Iteration 20F: 3 clusters Score -2.105293e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 155638 members 
Entering Unmasked Estep 
Score: -21053020.000000 Penalty: 5934.081543
	Iteration 21Q: 3 clusters Score -2.105302e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -21053092.000000 Penalty: 5934.081543
	Iteration 22Q: 3 clusters Score -2.105309e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 155860 members 
Entering Unmasked Estep 
Score: -21053126.000000 Penalty: 5934.081543
	Iteration 23Q: 3 clusters Score -2.105313e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 155922 members 
Entering Unmasked Estep 
Score: -21053134.000000 Penalty: 5934.081543
	Iteration 24Q: 3 clusters Score -2.105313e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 155985 members 
Entering Unmasked Estep 
Score: -21053160.000000 Penalty: 5934.081543
	Iteration 25Q: 3 clusters Score -2.105316e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 156034 members 
Entering Unmasked Estep 
Score: -21053174.000000 Penalty: 5934.081543
	Iteration 26Q: 3 clusters Score -2.105317e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 156068 members 
Entering Unmasked Estep 
Score: -21053220.000000 Penalty: 5934.081543
	Iteration 27Q: 3 clusters Score -2.105322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 156095 members 
Entering Unmasked Estep 
Score: -21053234.000000 Penalty: 5934.081543
	Iteration 28Q: 3 clusters Score -2.105323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 156118 members 
Entering Unmasked Estep 
Score: -21053250.000000 Penalty: 5934.081543
	Iteration 29Q: 3 clusters Score -2.105325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 156139 members 
Entering Unmasked Estep 
Score: -21053252.000000 Penalty: 5934.081543
	Iteration 30Q: 3 clusters Score -2.105325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 156160 members 
Entering Unmasked Estep 
Score: -21053264.000000 Penalty: 5934.081543
	Iteration 31Q: 3 clusters Score -2.105326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 156173 members 
Entering Unmasked Estep 
Score: -21053276.000000 Penalty: 5934.081543
	Iteration 32Q: 3 clusters Score -2.105328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 156185 members 
Entering Unmasked Estep 
Score: -21053268.000000 Penalty: 5934.081543
	Iteration 33Q: 3 clusters Score -2.105327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 156194 members 
Entering Unmasked Estep 
Score: -21053288.000000 Penalty: 5934.081543
	Iteration 34Q: 3 clusters Score -2.105329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 156203 members 
Entering Unmasked Estep 
Score: -21053288.000000 Penalty: 5934.081543
	Iteration 35Q: 3 clusters Score -2.105329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -21053274.000000 Penalty: 5934.081543
	Iteration 36Q: 3 clusters Score -2.105327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 156213 members 
Entering Unmasked Estep 
Score: -21053268.000000 Penalty: 5934.081543
	Iteration 37Q: 3 clusters Score -2.105327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 156220 members 
Entering Unmasked Estep 
Score: -21053284.000000 Penalty: 5934.081543
	Iteration 38Q: 3 clusters Score -2.105328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 156230 members 
Entering Unmasked Estep 
Score: -21053288.000000 Penalty: 5934.081543
	Iteration 39Q: 3 clusters Score -2.105329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -21053294.000000 Penalty: 5934.081543
	Iteration 40F: 3 clusters Score -2.105329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 156249 members 
Entering Unmasked Estep 
Score: -21053290.000000 Penalty: 5934.081543
	Iteration 41Q: 3 clusters Score -2.105329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 156261 members 
Entering Unmasked Estep 
Score: -21053294.000000 Penalty: 5934.081543
	Iteration 42Q: 3 clusters Score -2.105329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 156270 members 
Entering Unmasked Estep 
Score: -21053298.000000 Penalty: 5934.081543
	Iteration 43Q: 3 clusters Score -2.10533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 156277 members 
Entering Unmasked Estep 
Score: -21053304.000000 Penalty: 5934.081543
	Iteration 44Q: 3 clusters Score -2.10533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 156283 members 
Entering Unmasked Estep 
Score: -21053296.000000 Penalty: 5934.081543
	Iteration 45Q: 3 clusters Score -2.10533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 156290 members 
Entering Unmasked Estep 
Score: -21053298.000000 Penalty: 5934.081543
	Iteration 46Q: 3 clusters Score -2.10533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 156299 members 
Entering Unmasked Estep 
Score: -21053290.000000 Penalty: 5934.081543
	Iteration 47Q: 3 clusters Score -2.105329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 156304 members 
Entering Unmasked Estep 
Score: -21053288.000000 Penalty: 5934.081543
	Iteration 48Q: 3 clusters Score -2.105329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 156305 members 
Entering Unmasked Estep 
Score: -21053292.000000 Penalty: 5934.081543
	Iteration 49Q: 3 clusters Score -2.105329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 156305 members 
Entering Unmasked Estep 
Score: -21053292.000000 Penalty: 5934.081543
	Iteration 50F: 3 clusters Score -2.105329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -144980.015625 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -144980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -142937.625000 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -142937.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -143204.937500 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -143204.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -143290.828125 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -143290.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -143330.046875 Penalty: 3479.347900
	Iteration 3Q: 3 clusters Score -143330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143357.609375 Penalty: 3479.347900
	Iteration 4Q: 3 clusters Score -143357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143370.234375 Penalty: 3479.347900
	Iteration 5Q: 3 clusters Score -143370.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -143383.843750 Penalty: 3479.347900
	Iteration 6Q: 3 clusters Score -143383.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -143394.968750 Penalty: 3479.347900
	Iteration 7Q: 3 clusters Score -143395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143400.640625 Penalty: 3479.347900
	Iteration 8Q: 3 clusters Score -143400.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143405.671875 Penalty: 3479.347900
	Iteration 9Q: 3 clusters Score -143405.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -143412.312500 Penalty: 3479.347900
	Iteration 10Q: 3 clusters Score -143412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143416.093750 Penalty: 3479.347900
	Iteration 11Q: 3 clusters Score -143416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143417.203125 Penalty: 3479.347900
	Iteration 12Q: 3 clusters Score -143417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143417.640625 Penalty: 3479.347900
	Iteration 13Q: 3 clusters Score -143417.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143417.640625 Penalty: 3479.347900
	Iteration 14F: 3 clusters Score -143417.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (167449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Entering Unmasked Estep 
Score: -22469044.000000 Penalty: 2983.051514
	Iteration 0F: 2 clusters Score -2.246904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -22358554.000000 Penalty: 5966.103027
	Iteration 0F: 3 clusters Score -2.235855e+07 nChanged 80257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -22405352.000000 Penalty: 5966.103027
	Iteration 1F: 3 clusters Score -2.240535e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -22406588.000000 Penalty: 5966.103027
	Iteration 2Q: 3 clusters Score -2.240659e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -22408264.000000 Penalty: 5966.103027
	Iteration 3Q: 3 clusters Score -2.240826e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -22410604.000000 Penalty: 5966.103027
	Iteration 4Q: 3 clusters Score -2.24106e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -22414630.000000 Penalty: 5966.103027
	Iteration 5Q: 3 clusters Score -2.241463e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 109471 members 
Entering Unmasked Estep 
Score: -22421082.000000 Penalty: 5966.103027
	Iteration 6F: 3 clusters Score -2.242108e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 120124 members 
Entering Unmasked Estep 
Score: -22429770.000000 Penalty: 5966.103027
	Iteration 7F: 3 clusters Score -2.242977e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 131626 members 
Entering Unmasked Estep 
Score: -22439520.000000 Penalty: 5966.103027
	Iteration 8F: 3 clusters Score -2.243952e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 142345 members 
Entering Unmasked Estep 
Score: -22448162.000000 Penalty: 5966.103027
	Iteration 9F: 3 clusters Score -2.244816e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 151304 members 
Entering Unmasked Estep 
Score: -22455254.000000 Penalty: 5966.103027
	Iteration 10F: 3 clusters Score -2.245525e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 157675 members 
Entering Unmasked Estep 
Score: -22460196.000000 Penalty: 5966.103027
	Iteration 11Q: 3 clusters Score -2.24602e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 161751 members 
Entering Unmasked Estep 
Score: -22463024.000000 Penalty: 5966.103027
	Iteration 12Q: 3 clusters Score -2.246302e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -22464606.000000 Penalty: 5966.103027
	Iteration 13Q: 3 clusters Score -2.246461e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 165236 members 
Entering Unmasked Estep 
Score: -22465370.000000 Penalty: 5966.103027
	Iteration 14Q: 3 clusters Score -2.246537e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 165893 members 
Entering Unmasked Estep 
Score: -22465784.000000 Penalty: 5966.103027
	Iteration 15Q: 3 clusters Score -2.246578e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 166258 members 
Entering Unmasked Estep 
Score: -22466036.000000 Penalty: 5966.103027
	Iteration 16Q: 3 clusters Score -2.246604e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 166453 members 
Entering Unmasked Estep 
Score: -22466176.000000 Penalty: 5966.103027
	Iteration 17Q: 3 clusters Score -2.246618e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 166585 members 
Entering Unmasked Estep 
Score: -22466296.000000 Penalty: 5966.103027
	Iteration 18Q: 3 clusters Score -2.24663e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 166661 members 
Entering Unmasked Estep 
Score: -22466328.000000 Penalty: 5966.103027
	Iteration 19Q: 3 clusters Score -2.246633e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 166716 members 
Entering Unmasked Estep 
Score: -22466382.000000 Penalty: 5966.103027
	Iteration 20F: 3 clusters Score -2.246638e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 166756 members 
Entering Unmasked Estep 
Score: -22466416.000000 Penalty: 5966.103027
	Iteration 21Q: 3 clusters Score -2.246642e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 166784 members 
Entering Unmasked Estep 
Score: -22466484.000000 Penalty: 5966.103027
	Iteration 22Q: 3 clusters Score -2.246648e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 166807 members 
Entering Unmasked Estep 
Score: -22466506.000000 Penalty: 5966.103027
	Iteration 23Q: 3 clusters Score -2.246651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 166821 members 
Entering Unmasked Estep 
Score: -22466528.000000 Penalty: 5966.103027
	Iteration 24Q: 3 clusters Score -2.246653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 166837 members 
Entering Unmasked Estep 
Score: -22466540.000000 Penalty: 5966.103027
	Iteration 25Q: 3 clusters Score -2.246654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 166852 members 
Entering Unmasked Estep 
Score: -22466544.000000 Penalty: 5966.103027
	Iteration 26Q: 3 clusters Score -2.246654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 166857 members 
Entering Unmasked Estep 
Score: -22466558.000000 Penalty: 5966.103027
	Iteration 27Q: 3 clusters Score -2.246656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 166865 members 
Entering Unmasked Estep 
Score: -22466564.000000 Penalty: 5966.103027
	Iteration 28Q: 3 clusters Score -2.246656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 166875 members 
Entering Unmasked Estep 
Score: -22466570.000000 Penalty: 5966.103027
	Iteration 29Q: 3 clusters Score -2.246657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 166877 members 
Entering Unmasked Estep 
Score: -22466566.000000 Penalty: 5966.103027
	Iteration 30Q: 3 clusters Score -2.246657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 166880 members 
Entering Unmasked Estep 
Score: -22466576.000000 Penalty: 5966.103027
	Iteration 31Q: 3 clusters Score -2.246658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 166882 members 
Entering Unmasked Estep 
Score: -22466578.000000 Penalty: 5966.103027
	Iteration 32Q: 3 clusters Score -2.246658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 166885 members 
Entering Unmasked Estep 
Score: -22466560.000000 Penalty: 5966.103027
	Iteration 33Q: 3 clusters Score -2.246656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 166887 members 
Entering Unmasked Estep 
Score: -22466558.000000 Penalty: 5966.103027
	Iteration 34Q: 3 clusters Score -2.246656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 166887 members 
Entering Unmasked Estep 
Score: -22466558.000000 Penalty: 5966.103027
	Iteration 35F: 3 clusters Score -2.246656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Entering Unmasked Estep 
Score: -8321325.500000 Penalty: 2734.071289
	Iteration 0F: 2 clusters Score -8321326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -8280176.500000 Penalty: 5468.142578
	Iteration 0F: 3 clusters Score -8280176 nChanged 28473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -8296108.500000 Penalty: 5468.142578
	Iteration 1F: 3 clusters Score -8296108 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -8296649.000000 Penalty: 5468.142578
	Iteration 2Q: 3 clusters Score -8296649 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -8297280.000000 Penalty: 5468.142578
	Iteration 3Q: 3 clusters Score -8297280 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -8298045.500000 Penalty: 5468.142578
	Iteration 4Q: 3 clusters Score -8298046 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -8299029.500000 Penalty: 5468.142578
	Iteration 5Q: 3 clusters Score -8299030 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -8300634.000000 Penalty: 5468.142578
	Iteration 6Q: 3 clusters Score -8300634 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8303133.000000 Penalty: 5468.142578
	Iteration 7F: 3 clusters Score -8303133 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -8306976.500000 Penalty: 5468.142578
	Iteration 8F: 3 clusters Score -8306976 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -8311463.000000 Penalty: 5468.142578
	Iteration 9F: 3 clusters Score -8311463 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -8315193.000000 Penalty: 5468.142578
	Iteration 10F: 3 clusters Score -8315193 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -8317364.000000 Penalty: 5468.142578
	Iteration 11Q: 3 clusters Score -8317364 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -8318245.500000 Penalty: 5468.142578
	Iteration 12Q: 3 clusters Score -8318246 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -8318611.000000 Penalty: 5468.142578
	Iteration 13Q: 3 clusters Score -8318611 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -8318791.000000 Penalty: 5468.142578
	Iteration 14Q: 3 clusters Score -8318791 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -8318886.000000 Penalty: 5468.142578
	Iteration 15Q: 3 clusters Score -8318886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -8318932.500000 Penalty: 5468.142578
	Iteration 16Q: 3 clusters Score -8318932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -8318943.000000 Penalty: 5468.142578
	Iteration 17Q: 3 clusters Score -8318943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -8318964.500000 Penalty: 5468.142578
	Iteration 18Q: 3 clusters Score -8318964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -8318960.500000 Penalty: 5468.142578
	Iteration 19Q: 3 clusters Score -8318960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -8318981.000000 Penalty: 5468.142578
	Iteration 20F: 3 clusters Score -8318981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -8318986.000000 Penalty: 5468.142578
	Iteration 21Q: 3 clusters Score -8318986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -8318985.000000 Penalty: 5468.142578
	Iteration 22Q: 3 clusters Score -8318985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -8318989.000000 Penalty: 5468.142578
	Iteration 23Q: 3 clusters Score -8318989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -8318987.000000 Penalty: 5468.142578
	Iteration 24Q: 3 clusters Score -8318987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -8318986.000000 Penalty: 5468.142578
	Iteration 25Q: 3 clusters Score -8318986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -8318986.000000 Penalty: 5468.142578
	Iteration 26F: 3 clusters Score -8318986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Entering Unmasked Estep 
Score: -888340.875000 Penalty: 2197.051758
	Iteration 0F: 2 clusters Score -888340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -882577.750000 Penalty: 4394.103516
	Iteration 0F: 3 clusters Score -882577.8 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -884300.000000 Penalty: 4394.103516
	Iteration 1F: 3 clusters Score -884300 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -884957.437500 Penalty: 4394.103516
	Iteration 2F: 3 clusters Score -884957.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -885699.375000 Penalty: 4394.103516
	Iteration 3F: 3 clusters Score -885699.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -886361.875000 Penalty: 4394.103516
	Iteration 4F: 3 clusters Score -886361.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -886761.312500 Penalty: 4394.103516
	Iteration 5F: 3 clusters Score -886761.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -887032.437500 Penalty: 4394.103516
	Iteration 6F: 3 clusters Score -887032.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -887181.750000 Penalty: 4394.103516
	Iteration 7Q: 3 clusters Score -887181.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -887301.937500 Penalty: 4394.103516
	Iteration 8Q: 3 clusters Score -887301.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -887421.500000 Penalty: 4394.103516
	Iteration 9Q: 3 clusters Score -887421.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -887511.625000 Penalty: 4394.103516
	Iteration 10Q: 3 clusters Score -887511.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -887585.312500 Penalty: 4394.103516
	Iteration 11Q: 3 clusters Score -887585.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -887650.062500 Penalty: 4394.103516
	Iteration 12Q: 3 clusters Score -887650.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -887696.812500 Penalty: 4394.103516
	Iteration 13Q: 3 clusters Score -887696.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -887727.562500 Penalty: 4394.103516
	Iteration 14Q: 3 clusters Score -887727.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -887742.625000 Penalty: 4394.103516
	Iteration 15Q: 3 clusters Score -887742.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -887753.375000 Penalty: 4394.103516
	Iteration 16Q: 3 clusters Score -887753.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -887760.062500 Penalty: 4394.103516
	Iteration 17Q: 3 clusters Score -887760.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -887767.437500 Penalty: 4394.103516
	Iteration 18Q: 3 clusters Score -887767.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -887773.375000 Penalty: 4394.103516
	Iteration 19Q: 3 clusters Score -887773.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -887782.937500 Penalty: 4394.103516
	Iteration 20F: 3 clusters Score -887782.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -887792.437500 Penalty: 4394.103516
	Iteration 21Q: 3 clusters Score -887792.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -887804.125000 Penalty: 4394.103516
	Iteration 22Q: 3 clusters Score -887804.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -887818.125000 Penalty: 4394.103516
	Iteration 23Q: 3 clusters Score -887818.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -887829.625000 Penalty: 4394.103516
	Iteration 24Q: 3 clusters Score -887829.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -887841.250000 Penalty: 4394.103516
	Iteration 25Q: 3 clusters Score -887841.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -887854.812500 Penalty: 4394.103516
	Iteration 26Q: 3 clusters Score -887854.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -887870.000000 Penalty: 4394.103516
	Iteration 27Q: 3 clusters Score -887870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -887881.125000 Penalty: 4394.103516
	Iteration 28Q: 3 clusters Score -887881.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -887888.375000 Penalty: 4394.103516
	Iteration 29Q: 3 clusters Score -887888.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -887895.312500 Penalty: 4394.103516
	Iteration 30Q: 3 clusters Score -887895.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -887911.437500 Penalty: 4394.103516
	Iteration 31Q: 3 clusters Score -887911.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -887918.687500 Penalty: 4394.103516
	Iteration 32Q: 3 clusters Score -887918.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -887931.687500 Penalty: 4394.103516
	Iteration 33Q: 3 clusters Score -887931.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -887947.562500 Penalty: 4394.103516
	Iteration 34Q: 3 clusters Score -887947.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -887957.250000 Penalty: 4394.103516
	Iteration 35Q: 3 clusters Score -887957.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -887962.062500 Penalty: 4394.103516
	Iteration 36Q: 3 clusters Score -887962.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -887971.000000 Penalty: 4394.103516
	Iteration 37Q: 3 clusters Score -887971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -887977.437500 Penalty: 4394.103516
	Iteration 38Q: 3 clusters Score -887977.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -887984.562500 Penalty: 4394.103516
	Iteration 39Q: 3 clusters Score -887984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -887986.750000 Penalty: 4394.103516
	Iteration 40F: 3 clusters Score -887986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -887988.812500 Penalty: 4394.103516
	Iteration 41Q: 3 clusters Score -887988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -887991.812500 Penalty: 4394.103516
	Iteration 42Q: 3 clusters Score -887991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -887993.312500 Penalty: 4394.103516
	Iteration 43Q: 3 clusters Score -887993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -887995.687500 Penalty: 4394.103516
	Iteration 44Q: 3 clusters Score -887995.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -887995.250000 Penalty: 4394.103516
	Iteration 45Q: 3 clusters Score -887995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -887994.375000 Penalty: 4394.103516
	Iteration 46Q: 3 clusters Score -887994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -887994.250000 Penalty: 4394.103516
	Iteration 47Q: 3 clusters Score -887994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -887994.250000 Penalty: 4394.103516
	Iteration 48F: 3 clusters Score -887994.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (188068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188068 members 
Entering Unmasked Estep 
Score: -25147876.000000 Penalty: 3011.850586
	Iteration 0F: 2 clusters Score -2.514788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -25027300.000000 Penalty: 6023.701172
	Iteration 0F: 3 clusters Score -2.50273e+07 nChanged 90226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -25079452.000000 Penalty: 6023.701172
	Iteration 1F: 3 clusters Score -2.507945e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -25080542.000000 Penalty: 6023.701172
	Iteration 2Q: 3 clusters Score -2.508054e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -25081752.000000 Penalty: 6023.701172
	Iteration 3Q: 3 clusters Score -2.508175e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86021 members 
Mstep: Class 2 contains 102047 members 
Entering Unmasked Estep 
Score: -25083508.000000 Penalty: 6023.701172
	Iteration 4Q: 3 clusters Score -2.508351e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -25086920.000000 Penalty: 6023.701172
	Iteration 5Q: 3 clusters Score -2.508692e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -25092314.000000 Penalty: 6023.701172
	Iteration 6F: 3 clusters Score -2.509231e+07 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 122321 members 
Entering Unmasked Estep 
Score: -25100598.000000 Penalty: 6023.701172
	Iteration 7F: 3 clusters Score -2.51006e+07 nChanged 13874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 132781 members 
Entering Unmasked Estep 
Score: -25112084.000000 Penalty: 6023.701172
	Iteration 8F: 3 clusters Score -2.511208e+07 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 142300 members 
Entering Unmasked Estep 
Score: -25125128.000000 Penalty: 6023.701172
	Iteration 9F: 3 clusters Score -2.512513e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 148699 members 
Entering Unmasked Estep 
Score: -25135274.000000 Penalty: 6023.701172
	Iteration 10F: 3 clusters Score -2.513527e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 152320 members 
Entering Unmasked Estep 
Score: -25139598.000000 Penalty: 6023.701172
	Iteration 11Q: 3 clusters Score -2.51396e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 155028 members 
Entering Unmasked Estep 
Score: -25141900.000000 Penalty: 6023.701172
	Iteration 12Q: 3 clusters Score -2.51419e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 157510 members 
Entering Unmasked Estep 
Score: -25143364.000000 Penalty: 6023.701172
	Iteration 13Q: 3 clusters Score -2.514336e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 159881 members 
Entering Unmasked Estep 
Score: -25144328.000000 Penalty: 6023.701172
	Iteration 14Q: 3 clusters Score -2.514433e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 162080 members 
Entering Unmasked Estep 
Score: -25145052.000000 Penalty: 6023.701172
	Iteration 15Q: 3 clusters Score -2.514505e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 164070 members 
Entering Unmasked Estep 
Score: -25145662.000000 Penalty: 6023.701172
	Iteration 16Q: 3 clusters Score -2.514566e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 165846 members 
Entering Unmasked Estep 
Score: -25146072.000000 Penalty: 6023.701172
	Iteration 17Q: 3 clusters Score -2.514607e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 167440 members 
Entering Unmasked Estep 
Score: -25146396.000000 Penalty: 6023.701172
	Iteration 18Q: 3 clusters Score -2.51464e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 168830 members 
Entering Unmasked Estep 
Score: -25146504.000000 Penalty: 6023.701172
	Iteration 19Q: 3 clusters Score -2.51465e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 170062 members 
Entering Unmasked Estep 
Score: -25146486.000000 Penalty: 6023.701172
	Iteration 20F: 3 clusters Score -2.514649e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 171254 members 
Entering Unmasked Estep 
Score: -25146570.000000 Penalty: 6023.701172
	Iteration 21Q: 3 clusters Score -2.514657e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 172281 members 
Entering Unmasked Estep 
Score: -25146622.000000 Penalty: 6023.701172
	Iteration 22Q: 3 clusters Score -2.514662e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 173228 members 
Entering Unmasked Estep 
Score: -25146538.000000 Penalty: 6023.701172
	Iteration 23Q: 3 clusters Score -2.514654e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 174085 members 
Entering Unmasked Estep 
Score: -25146468.000000 Penalty: 6023.701172
	Iteration 24Q: 3 clusters Score -2.514647e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 174897 members 
Entering Unmasked Estep 
Score: -25146596.000000 Penalty: 6023.701172
	Iteration 25Q: 3 clusters Score -2.51466e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 175653 members 
Entering Unmasked Estep 
Score: -25146646.000000 Penalty: 6023.701172
	Iteration 26Q: 3 clusters Score -2.514665e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 176312 members 
Entering Unmasked Estep 
Score: -25146540.000000 Penalty: 6023.701172
	Iteration 27Q: 3 clusters Score -2.514654e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 176895 members 
Entering Unmasked Estep 
Score: -25146602.000000 Penalty: 6023.701172
	Iteration 28Q: 3 clusters Score -2.51466e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 177420 members 
Entering Unmasked Estep 
Score: -25146510.000000 Penalty: 6023.701172
	Iteration 29Q: 3 clusters Score -2.514651e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 177905 members 
Entering Unmasked Estep 
Score: -25146428.000000 Penalty: 6023.701172
	Iteration 30Q: 3 clusters Score -2.514643e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 178390 members 
Entering Unmasked Estep 
Score: -25146432.000000 Penalty: 6023.701172
	Iteration 31Q: 3 clusters Score -2.514643e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 178807 members 
Entering Unmasked Estep 
Score: -25146426.000000 Penalty: 6023.701172
	Iteration 32Q: 3 clusters Score -2.514643e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 179220 members 
Entering Unmasked Estep 
Score: -25146438.000000 Penalty: 6023.701172
	Iteration 33Q: 3 clusters Score -2.514644e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 179592 members 
Entering Unmasked Estep 
Score: -25146462.000000 Penalty: 6023.701172
	Iteration 34Q: 3 clusters Score -2.514646e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 179939 members 
Entering Unmasked Estep 
Score: -25146434.000000 Penalty: 6023.701172
	Iteration 35Q: 3 clusters Score -2.514643e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 180249 members 
Entering Unmasked Estep 
Score: -25146442.000000 Penalty: 6023.701172
	Iteration 36Q: 3 clusters Score -2.514644e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 180551 members 
Entering Unmasked Estep 
Score: -25146446.000000 Penalty: 6023.701172
	Iteration 37Q: 3 clusters Score -2.514645e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 180834 members 
Entering Unmasked Estep 
Score: -25146434.000000 Penalty: 6023.701172
	Iteration 38Q: 3 clusters Score -2.514643e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 181111 members 
Entering Unmasked Estep 
Score: -25146350.000000 Penalty: 6023.701172
	Iteration 39Q: 3 clusters Score -2.514635e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 181356 members 
Entering Unmasked Estep 
Score: -25146400.000000 Penalty: 6023.701172
	Iteration 40F: 3 clusters Score -2.51464e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 181578 members 
Entering Unmasked Estep 
Score: -25146396.000000 Penalty: 6023.701172
	Iteration 41Q: 3 clusters Score -2.51464e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 181820 members 
Entering Unmasked Estep 
Score: -25146388.000000 Penalty: 6023.701172
	Iteration 42Q: 3 clusters Score -2.514639e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 182029 members 
Entering Unmasked Estep 
Score: -25146300.000000 Penalty: 6023.701172
	Iteration 43Q: 3 clusters Score -2.51463e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 182233 members 
Entering Unmasked Estep 
Score: -25146224.000000 Penalty: 6023.701172
	Iteration 44Q: 3 clusters Score -2.514622e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 182409 members 
Entering Unmasked Estep 
Score: -25146124.000000 Penalty: 6023.701172
	Iteration 45Q: 3 clusters Score -2.514612e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 182576 members 
Entering Unmasked Estep 
Score: -25146146.000000 Penalty: 6023.701172
	Iteration 46Q: 3 clusters Score -2.514615e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 182732 members 
Entering Unmasked Estep 
Score: -25146144.000000 Penalty: 6023.701172
	Iteration 47Q: 3 clusters Score -2.514614e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 182896 members 
Entering Unmasked Estep 
Score: -25146108.000000 Penalty: 6023.701172
	Iteration 48Q: 3 clusters Score -2.514611e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 183048 members 
Entering Unmasked Estep 
Score: -25146096.000000 Penalty: 6023.701172
	Iteration 49Q: 3 clusters Score -2.51461e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 183184 members 
Entering Unmasked Estep 
Score: -25146082.000000 Penalty: 6023.701172
	Iteration 50Q: 3 clusters Score -2.514608e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 183291 members 
Entering Unmasked Estep 
Score: -25146066.000000 Penalty: 6023.701172
	Iteration 51Q: 3 clusters Score -2.514607e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 183413 members 
Entering Unmasked Estep 
Score: -25146052.000000 Penalty: 6023.701172
	Iteration 52Q: 3 clusters Score -2.514605e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 183530 members 
Entering Unmasked Estep 
Score: -25146048.000000 Penalty: 6023.701172
	Iteration 53Q: 3 clusters Score -2.514605e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 183655 members 
Entering Unmasked Estep 
Score: -25146052.000000 Penalty: 6023.701172
	Iteration 54Q: 3 clusters Score -2.514605e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 183772 members 
Entering Unmasked Estep 
Score: -25146068.000000 Penalty: 6023.701172
	Iteration 55Q: 3 clusters Score -2.514607e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 183862 members 
Entering Unmasked Estep 
Score: -25146068.000000 Penalty: 6023.701172
	Iteration 56Q: 3 clusters Score -2.514607e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 183956 members 
Entering Unmasked Estep 
Score: -25146036.000000 Penalty: 6023.701172
	Iteration 57Q: 3 clusters Score -2.514604e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 184046 members 
Entering Unmasked Estep 
Score: -25146006.000000 Penalty: 6023.701172
	Iteration 58Q: 3 clusters Score -2.514601e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 184120 members 
Entering Unmasked Estep 
Score: -25146022.000000 Penalty: 6023.701172
	Iteration 59Q: 3 clusters Score -2.514602e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 184192 members 
Entering Unmasked Estep 
Score: -25145986.000000 Penalty: 6023.701172
	Iteration 60F: 3 clusters Score -2.514599e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 184260 members 
Entering Unmasked Estep 
Score: -25145954.000000 Penalty: 6023.701172
	Iteration 61Q: 3 clusters Score -2.514595e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 184330 members 
Entering Unmasked Estep 
Score: -25145954.000000 Penalty: 6023.701172
	Iteration 62Q: 3 clusters Score -2.514595e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 184417 members 
Entering Unmasked Estep 
Score: -25145978.000000 Penalty: 6023.701172
	Iteration 63Q: 3 clusters Score -2.514598e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 184492 members 
Entering Unmasked Estep 
Score: -25145946.000000 Penalty: 6023.701172
	Iteration 64Q: 3 clusters Score -2.514595e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 184554 members 
Entering Unmasked Estep 
Score: -25145982.000000 Penalty: 6023.701172
	Iteration 65Q: 3 clusters Score -2.514598e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 184622 members 
Entering Unmasked Estep 
Score: -25145960.000000 Penalty: 6023.701172
	Iteration 66Q: 3 clusters Score -2.514596e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 184684 members 
Entering Unmasked Estep 
Score: -25145950.000000 Penalty: 6023.701172
	Iteration 67Q: 3 clusters Score -2.514595e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 184745 members 
Entering Unmasked Estep 
Score: -25145966.000000 Penalty: 6023.701172
	Iteration 68Q: 3 clusters Score -2.514597e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 184788 members 
Entering Unmasked Estep 
Score: -25145942.000000 Penalty: 6023.701172
	Iteration 69Q: 3 clusters Score -2.514594e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 184827 members 
Entering Unmasked Estep 
Score: -25145948.000000 Penalty: 6023.701172
	Iteration 70Q: 3 clusters Score -2.514595e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 184868 members 
Entering Unmasked Estep 
Score: -25145910.000000 Penalty: 6023.701172
	Iteration 71Q: 3 clusters Score -2.514591e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 184910 members 
Entering Unmasked Estep 
Score: -25145908.000000 Penalty: 6023.701172
	Iteration 72Q: 3 clusters Score -2.514591e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 184942 members 
Entering Unmasked Estep 
Score: -25145930.000000 Penalty: 6023.701172
	Iteration 73Q: 3 clusters Score -2.514593e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 184978 members 
Entering Unmasked Estep 
Score: -25145886.000000 Penalty: 6023.701172
	Iteration 74Q: 3 clusters Score -2.514589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 185005 members 
Entering Unmasked Estep 
Score: -25145908.000000 Penalty: 6023.701172
	Iteration 75Q: 3 clusters Score -2.514591e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 185032 members 
Entering Unmasked Estep 
Score: -25145880.000000 Penalty: 6023.701172
	Iteration 76Q: 3 clusters Score -2.514588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 185057 members 
Entering Unmasked Estep 
Score: -25145866.000000 Penalty: 6023.701172
	Iteration 77Q: 3 clusters Score -2.514587e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 185076 members 
Entering Unmasked Estep 
Score: -25145896.000000 Penalty: 6023.701172
	Iteration 78Q: 3 clusters Score -2.51459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 185090 members 
Entering Unmasked Estep 
Score: -25145880.000000 Penalty: 6023.701172
	Iteration 79Q: 3 clusters Score -2.514588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 185104 members 
Entering Unmasked Estep 
Score: -25145900.000000 Penalty: 6023.701172
	Iteration 80F: 3 clusters Score -2.51459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 185119 members 
Entering Unmasked Estep 
Score: -25145888.000000 Penalty: 6023.701172
	Iteration 81Q: 3 clusters Score -2.514589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 185139 members 
Entering Unmasked Estep 
Score: -25145902.000000 Penalty: 6023.701172
	Iteration 82Q: 3 clusters Score -2.51459e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 185165 members 
Entering Unmasked Estep 
Score: -25145928.000000 Penalty: 6023.701172
	Iteration 83Q: 3 clusters Score -2.514593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 185186 members 
Entering Unmasked Estep 
Score: -25145906.000000 Penalty: 6023.701172
	Iteration 84Q: 3 clusters Score -2.514591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 185198 members 
Entering Unmasked Estep 
Score: -25145896.000000 Penalty: 6023.701172
	Iteration 85Q: 3 clusters Score -2.51459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 185208 members 
Entering Unmasked Estep 
Score: -25145914.000000 Penalty: 6023.701172
	Iteration 86Q: 3 clusters Score -2.514591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 185226 members 
Entering Unmasked Estep 
Score: -25145910.000000 Penalty: 6023.701172
	Iteration 87Q: 3 clusters Score -2.514591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 185245 members 
Entering Unmasked Estep 
Score: -25145924.000000 Penalty: 6023.701172
	Iteration 88Q: 3 clusters Score -2.514592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 185261 members 
Entering Unmasked Estep 
Score: -25145906.000000 Penalty: 6023.701172
	Iteration 89Q: 3 clusters Score -2.514591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 185290 members 
Entering Unmasked Estep 
Score: -25145930.000000 Penalty: 6023.701172
	Iteration 90Q: 3 clusters Score -2.514593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 185311 members 
Entering Unmasked Estep 
Score: -25145914.000000 Penalty: 6023.701172
	Iteration 91Q: 3 clusters Score -2.514591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 185328 members 
Entering Unmasked Estep 
Score: -25145904.000000 Penalty: 6023.701172
	Iteration 92Q: 3 clusters Score -2.51459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 185339 members 
Entering Unmasked Estep 
Score: -25145904.000000 Penalty: 6023.701172
	Iteration 93Q: 3 clusters Score -2.51459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 185351 members 
Entering Unmasked Estep 
Score: -25145888.000000 Penalty: 6023.701172
	Iteration 94Q: 3 clusters Score -2.514589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 185360 members 
Entering Unmasked Estep 
Score: -25145888.000000 Penalty: 6023.701172
	Iteration 95Q: 3 clusters Score -2.514589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 185367 members 
Entering Unmasked Estep 
Score: -25145920.000000 Penalty: 6023.701172
	Iteration 96Q: 3 clusters Score -2.514592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 185373 members 
Entering Unmasked Estep 
Score: -25145914.000000 Penalty: 6023.701172
	Iteration 97Q: 3 clusters Score -2.514591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 185375 members 
Entering Unmasked Estep 
Score: -25145910.000000 Penalty: 6023.701172
	Iteration 98Q: 3 clusters Score -2.514591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 185379 members 
Entering Unmasked Estep 
Score: -25145922.000000 Penalty: 6023.701172
	Iteration 99Q: 3 clusters Score -2.514592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 185382 members 
Entering Unmasked Estep 
Score: -25145904.000000 Penalty: 6023.701172
	Iteration 100F: 3 clusters Score -2.51459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 185386 members 
Entering Unmasked Estep 
Score: -25145896.000000 Penalty: 6023.701172
	Iteration 101Q: 3 clusters Score -2.51459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 185389 members 
Entering Unmasked Estep 
Score: -25145888.000000 Penalty: 6023.701172
	Iteration 102Q: 3 clusters Score -2.514589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 185395 members 
Entering Unmasked Estep 
Score: -25145892.000000 Penalty: 6023.701172
	Iteration 103Q: 3 clusters Score -2.514589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 185402 members 
Entering Unmasked Estep 
Score: -25145894.000000 Penalty: 6023.701172
	Iteration 104Q: 3 clusters Score -2.514589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 185412 members 
Entering Unmasked Estep 
Score: -25145896.000000 Penalty: 6023.701172
	Iteration 105Q: 3 clusters Score -2.51459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 185418 members 
Entering Unmasked Estep 
Score: -25145888.000000 Penalty: 6023.701172
	Iteration 106Q: 3 clusters Score -2.514589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 185425 members 
Entering Unmasked Estep 
Score: -25145878.000000 Penalty: 6023.701172
	Iteration 107Q: 3 clusters Score -2.514588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 185431 members 
Entering Unmasked Estep 
Score: -25145898.000000 Penalty: 6023.701172
	Iteration 108Q: 3 clusters Score -2.51459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 185439 members 
Entering Unmasked Estep 
Score: -25145882.000000 Penalty: 6023.701172
	Iteration 109Q: 3 clusters Score -2.514588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 185449 members 
Entering Unmasked Estep 
Score: -25145864.000000 Penalty: 6023.701172
	Iteration 110Q: 3 clusters Score -2.514586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 185456 members 
Entering Unmasked Estep 
Score: -25145868.000000 Penalty: 6023.701172
	Iteration 111Q: 3 clusters Score -2.514587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 185461 members 
Entering Unmasked Estep 
Score: -25145870.000000 Penalty: 6023.701172
	Iteration 112Q: 3 clusters Score -2.514587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 185466 members 
Entering Unmasked Estep 
Score: -25145872.000000 Penalty: 6023.701172
	Iteration 113Q: 3 clusters Score -2.514587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 185471 members 
Entering Unmasked Estep 
Score: -25145864.000000 Penalty: 6023.701172
	Iteration 114Q: 3 clusters Score -2.514586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 185477 members 
Entering Unmasked Estep 
Score: -25145876.000000 Penalty: 6023.701172
	Iteration 115Q: 3 clusters Score -2.514588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 185482 members 
Entering Unmasked Estep 
Score: -25145880.000000 Penalty: 6023.701172
	Iteration 116Q: 3 clusters Score -2.514588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 185490 members 
Entering Unmasked Estep 
Score: -25145872.000000 Penalty: 6023.701172
	Iteration 117Q: 3 clusters Score -2.514587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 185499 members 
Entering Unmasked Estep 
Score: -25145890.000000 Penalty: 6023.701172
	Iteration 118Q: 3 clusters Score -2.514589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 185508 members 
Entering Unmasked Estep 
Score: -25145878.000000 Penalty: 6023.701172
	Iteration 119Q: 3 clusters Score -2.514588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 185513 members 
Entering Unmasked Estep 
Score: -25145870.000000 Penalty: 6023.701172
	Iteration 120F: 3 clusters Score -2.514587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 185520 members 
Entering Unmasked Estep 
Score: -25145864.000000 Penalty: 6023.701172
	Iteration 121Q: 3 clusters Score -2.514586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 185531 members 
Entering Unmasked Estep 
Score: -25145868.000000 Penalty: 6023.701172
	Iteration 122Q: 3 clusters Score -2.514587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 185541 members 
Entering Unmasked Estep 
Score: -25145854.000000 Penalty: 6023.701172
	Iteration 123Q: 3 clusters Score -2.514585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 185552 members 
Entering Unmasked Estep 
Score: -25145840.000000 Penalty: 6023.701172
	Iteration 124Q: 3 clusters Score -2.514584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 185559 members 
Entering Unmasked Estep 
Score: -25145824.000000 Penalty: 6023.701172
	Iteration 125Q: 3 clusters Score -2.514582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 185565 members 
Entering Unmasked Estep 
Score: -25145828.000000 Penalty: 6023.701172
	Iteration 126Q: 3 clusters Score -2.514583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 185568 members 
Entering Unmasked Estep 
Score: -25145834.000000 Penalty: 6023.701172
	Iteration 127Q: 3 clusters Score -2.514583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 185573 members 
Entering Unmasked Estep 
Score: -25145842.000000 Penalty: 6023.701172
	Iteration 128Q: 3 clusters Score -2.514584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 185581 members 
Entering Unmasked Estep 
Score: -25145866.000000 Penalty: 6023.701172
	Iteration 129Q: 3 clusters Score -2.514587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 185582 members 
Entering Unmasked Estep 
Score: -25145858.000000 Penalty: 6023.701172
	Iteration 130Q: 3 clusters Score -2.514586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 185587 members 
Entering Unmasked Estep 
Score: -25145860.000000 Penalty: 6023.701172
	Iteration 131Q: 3 clusters Score -2.514586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 185590 members 
Entering Unmasked Estep 
Score: -25145844.000000 Penalty: 6023.701172
	Iteration 132Q: 3 clusters Score -2.514584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 185596 members 
Entering Unmasked Estep 
Score: -25145836.000000 Penalty: 6023.701172
	Iteration 133Q: 3 clusters Score -2.514584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 185602 members 
Entering Unmasked Estep 
Score: -25145842.000000 Penalty: 6023.701172
	Iteration 134Q: 3 clusters Score -2.514584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 185606 members 
Entering Unmasked Estep 
Score: -25145858.000000 Penalty: 6023.701172
	Iteration 135Q: 3 clusters Score -2.514586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 185610 members 
Entering Unmasked Estep 
Score: -25145858.000000 Penalty: 6023.701172
	Iteration 136Q: 3 clusters Score -2.514586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 185615 members 
Entering Unmasked Estep 
Score: -25145848.000000 Penalty: 6023.701172
	Iteration 137Q: 3 clusters Score -2.514585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 185623 members 
Entering Unmasked Estep 
Score: -25145846.000000 Penalty: 6023.701172
	Iteration 138Q: 3 clusters Score -2.514585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 185633 members 
Entering Unmasked Estep 
Score: -25145860.000000 Penalty: 6023.701172
	Iteration 139Q: 3 clusters Score -2.514586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 185641 members 
Entering Unmasked Estep 
Score: -25145854.000000 Penalty: 6023.701172
	Iteration 140F: 3 clusters Score -2.514585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 185648 members 
Entering Unmasked Estep 
Score: -25145852.000000 Penalty: 6023.701172
	Iteration 141Q: 3 clusters Score -2.514585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 185657 members 
Entering Unmasked Estep 
Score: -25145840.000000 Penalty: 6023.701172
	Iteration 142Q: 3 clusters Score -2.514584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 185662 members 
Entering Unmasked Estep 
Score: -25145856.000000 Penalty: 6023.701172
	Iteration 143Q: 3 clusters Score -2.514586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 185667 members 
Entering Unmasked Estep 
Score: -25145848.000000 Penalty: 6023.701172
	Iteration 144Q: 3 clusters Score -2.514585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 185672 members 
Entering Unmasked Estep 
Score: -25145846.000000 Penalty: 6023.701172
	Iteration 145Q: 3 clusters Score -2.514585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 185676 members 
Entering Unmasked Estep 
Score: -25145850.000000 Penalty: 6023.701172
	Iteration 146Q: 3 clusters Score -2.514585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 185681 members 
Entering Unmasked Estep 
Score: -25145860.000000 Penalty: 6023.701172
	Iteration 147Q: 3 clusters Score -2.514586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 185686 members 
Entering Unmasked Estep 
Score: -25145844.000000 Penalty: 6023.701172
	Iteration 148Q: 3 clusters Score -2.514584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 185692 members 
Entering Unmasked Estep 
Score: -25145856.000000 Penalty: 6023.701172
	Iteration 149Q: 3 clusters Score -2.514586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 185698 members 
Entering Unmasked Estep 
Score: -25145872.000000 Penalty: 6023.701172
	Iteration 150Q: 3 clusters Score -2.514587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 185703 members 
Entering Unmasked Estep 
Score: -25145870.000000 Penalty: 6023.701172
	Iteration 151Q: 3 clusters Score -2.514587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 185708 members 
Entering Unmasked Estep 
Score: -25145868.000000 Penalty: 6023.701172
	Iteration 152Q: 3 clusters Score -2.514587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 185712 members 
Entering Unmasked Estep 
Score: -25145860.000000 Penalty: 6023.701172
	Iteration 153Q: 3 clusters Score -2.514586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 185715 members 
Entering Unmasked Estep 
Score: -25145874.000000 Penalty: 6023.701172
	Iteration 154Q: 3 clusters Score -2.514587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 185718 members 
Entering Unmasked Estep 
Score: -25145862.000000 Penalty: 6023.701172
	Iteration 155Q: 3 clusters Score -2.514586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 185720 members 
Entering Unmasked Estep 
Score: -25145872.000000 Penalty: 6023.701172
	Iteration 156Q: 3 clusters Score -2.514587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 185724 members 
Entering Unmasked Estep 
Score: -25145862.000000 Penalty: 6023.701172
	Iteration 157Q: 3 clusters Score -2.514586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 185728 members 
Entering Unmasked Estep 
Score: -25145852.000000 Penalty: 6023.701172
	Iteration 158Q: 3 clusters Score -2.514585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 185732 members 
Entering Unmasked Estep 
Score: -25145868.000000 Penalty: 6023.701172
	Iteration 159Q: 3 clusters Score -2.514587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 185736 members 
Entering Unmasked Estep 
Score: -25145870.000000 Penalty: 6023.701172
	Iteration 160F: 3 clusters Score -2.514587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 185740 members 
Entering Unmasked Estep 
Score: -25145866.000000 Penalty: 6023.701172
	Iteration 161Q: 3 clusters Score -2.514587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 185744 members 
Entering Unmasked Estep 
Score: -25145850.000000 Penalty: 6023.701172
	Iteration 162Q: 3 clusters Score -2.514585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 185750 members 
Entering Unmasked Estep 
Score: -25145854.000000 Penalty: 6023.701172
	Iteration 163Q: 3 clusters Score -2.514585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 185755 members 
Entering Unmasked Estep 
Score: -25145856.000000 Penalty: 6023.701172
	Iteration 164Q: 3 clusters Score -2.514586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 185762 members 
Entering Unmasked Estep 
Score: -25145842.000000 Penalty: 6023.701172
	Iteration 165Q: 3 clusters Score -2.514584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 185767 members 
Entering Unmasked Estep 
Score: -25145848.000000 Penalty: 6023.701172
	Iteration 166Q: 3 clusters Score -2.514585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 185775 members 
Entering Unmasked Estep 
Score: -25145870.000000 Penalty: 6023.701172
	Iteration 167Q: 3 clusters Score -2.514587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 185788 members 
Entering Unmasked Estep 
Score: -25145848.000000 Penalty: 6023.701172
	Iteration 168Q: 3 clusters Score -2.514585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 185795 members 
Entering Unmasked Estep 
Score: -25145858.000000 Penalty: 6023.701172
	Iteration 169Q: 3 clusters Score -2.514586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 185800 members 
Entering Unmasked Estep 
Score: -25145858.000000 Penalty: 6023.701172
	Iteration 170Q: 3 clusters Score -2.514586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 185810 members 
Entering Unmasked Estep 
Score: -25145902.000000 Penalty: 6023.701172
	Iteration 171Q: 3 clusters Score -2.51459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 185815 members 
Entering Unmasked Estep 
Score: -25145876.000000 Penalty: 6023.701172
	Iteration 172Q: 3 clusters Score -2.514588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 185822 members 
Entering Unmasked Estep 
Score: -25145866.000000 Penalty: 6023.701172
	Iteration 173Q: 3 clusters Score -2.514587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 185828 members 
Entering Unmasked Estep 
Score: -25145854.000000 Penalty: 6023.701172
	Iteration 174Q: 3 clusters Score -2.514585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 185832 members 
Entering Unmasked Estep 
Score: -25145868.000000 Penalty: 6023.701172
	Iteration 175Q: 3 clusters Score -2.514587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 185833 members 
Entering Unmasked Estep 
Score: -25145854.000000 Penalty: 6023.701172
	Iteration 176Q: 3 clusters Score -2.514585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 185834 members 
Entering Unmasked Estep 
Score: -25145846.000000 Penalty: 6023.701172
	Iteration 177Q: 3 clusters Score -2.514585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 185835 members 
Entering Unmasked Estep 
Score: -25145856.000000 Penalty: 6023.701172
	Iteration 178Q: 3 clusters Score -2.514586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 185836 members 
Entering Unmasked Estep 
Score: -25145858.000000 Penalty: 6023.701172
	Iteration 179Q: 3 clusters Score -2.514586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 185835 members 
Entering Unmasked Estep 
Score: -25145852.000000 Penalty: 6023.701172
	Iteration 180F: 3 clusters Score -2.514585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Entering Unmasked Estep 
Score: -2311225.750000 Penalty: 2422.552002
	Iteration 0F: 2 clusters Score -2311226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2298771.250000 Penalty: 4845.104004
	Iteration 0F: 3 clusters Score -2298771 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2302771.500000 Penalty: 4845.104004
	Iteration 1F: 3 clusters Score -2302772 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2303109.250000 Penalty: 4845.104004
	Iteration 2F: 3 clusters Score -2303109 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2303361.000000 Penalty: 4845.104004
	Iteration 3Q: 3 clusters Score -2303361 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2303577.500000 Penalty: 4845.104004
	Iteration 4Q: 3 clusters Score -2303578 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2303764.750000 Penalty: 4845.104004
	Iteration 5Q: 3 clusters Score -2303765 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2303955.500000 Penalty: 4845.104004
	Iteration 6Q: 3 clusters Score -2303956 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2304154.000000 Penalty: 4845.104004
	Iteration 7Q: 3 clusters Score -2304154 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2304384.500000 Penalty: 4845.104004
	Iteration 8Q: 3 clusters Score -2304384 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2304591.250000 Penalty: 4845.104004
	Iteration 9Q: 3 clusters Score -2304591 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2304848.750000 Penalty: 4845.104004
	Iteration 10Q: 3 clusters Score -2304849 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2305159.250000 Penalty: 4845.104004
	Iteration 11Q: 3 clusters Score -2305159 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2305552.500000 Penalty: 4845.104004
	Iteration 12Q: 3 clusters Score -2305552 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2306027.500000 Penalty: 4845.104004
	Iteration 13Q: 3 clusters Score -2306028 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2306560.250000 Penalty: 4845.104004
	Iteration 14Q: 3 clusters Score -2306560 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2307070.000000 Penalty: 4845.104004
	Iteration 15Q: 3 clusters Score -2307070 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2307548.500000 Penalty: 4845.104004
	Iteration 16Q: 3 clusters Score -2307548 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2307960.750000 Penalty: 4845.104004
	Iteration 17Q: 3 clusters Score -2307961 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2308280.250000 Penalty: 4845.104004
	Iteration 18Q: 3 clusters Score -2308280 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2308551.000000 Penalty: 4845.104004
	Iteration 19Q: 3 clusters Score -2308551 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2308717.500000 Penalty: 4845.104004
	Iteration 20F: 3 clusters Score -2308718 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2308827.750000 Penalty: 4845.104004
	Iteration 21Q: 3 clusters Score -2308828 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2308902.750000 Penalty: 4845.104004
	Iteration 22Q: 3 clusters Score -2308903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2308963.500000 Penalty: 4845.104004
	Iteration 23Q: 3 clusters Score -2308964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2309010.250000 Penalty: 4845.104004
	Iteration 24Q: 3 clusters Score -2309010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2309038.250000 Penalty: 4845.104004
	Iteration 25Q: 3 clusters Score -2309038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2309067.000000 Penalty: 4845.104004
	Iteration 26Q: 3 clusters Score -2309067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2309085.750000 Penalty: 4845.104004
	Iteration 27Q: 3 clusters Score -2309086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2309095.750000 Penalty: 4845.104004
	Iteration 28Q: 3 clusters Score -2309096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2309106.000000 Penalty: 4845.104004
	Iteration 29Q: 3 clusters Score -2309106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2309119.500000 Penalty: 4845.104004
	Iteration 30Q: 3 clusters Score -2309120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2309125.000000 Penalty: 4845.104004
	Iteration 31Q: 3 clusters Score -2309125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2309128.750000 Penalty: 4845.104004
	Iteration 32Q: 3 clusters Score -2309129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2309135.500000 Penalty: 4845.104004
	Iteration 33Q: 3 clusters Score -2309136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2309140.500000 Penalty: 4845.104004
	Iteration 34Q: 3 clusters Score -2309140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2309144.750000 Penalty: 4845.104004
	Iteration 35Q: 3 clusters Score -2309145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2309150.250000 Penalty: 4845.104004
	Iteration 36Q: 3 clusters Score -2309150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2309151.250000 Penalty: 4845.104004
	Iteration 37Q: 3 clusters Score -2309151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2309152.750000 Penalty: 4845.104004
	Iteration 38Q: 3 clusters Score -2309153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2309156.000000 Penalty: 4845.104004
	Iteration 39Q: 3 clusters Score -2309156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2309164.250000 Penalty: 4845.104004
	Iteration 40F: 3 clusters Score -2309164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2309168.750000 Penalty: 4845.104004
	Iteration 41Q: 3 clusters Score -2309169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2309173.000000 Penalty: 4845.104004
	Iteration 42Q: 3 clusters Score -2309173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2309175.750000 Penalty: 4845.104004
	Iteration 43Q: 3 clusters Score -2309176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2309180.000000 Penalty: 4845.104004
	Iteration 44Q: 3 clusters Score -2309180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2309181.750000 Penalty: 4845.104004
	Iteration 45Q: 3 clusters Score -2309182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2309181.750000 Penalty: 4845.104004
	Iteration 46F: 3 clusters Score -2309182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -362882.968750 Penalty: 1960.366577
	Iteration 0F: 2 clusters Score -362883 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 1306 members 
Entering Unmasked Estep 
Score: -359841.312500 Penalty: 3920.733154
	Iteration 0F: 3 clusters Score -359841.3 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -360427.187500 Penalty: 3920.733154
	Iteration 1F: 3 clusters Score -360427.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -360558.218750 Penalty: 3920.733154
	Iteration 2F: 3 clusters Score -360558.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -360627.781250 Penalty: 3920.733154
	Iteration 3Q: 3 clusters Score -360627.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -360670.656250 Penalty: 3920.733154
	Iteration 4Q: 3 clusters Score -360670.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -360703.031250 Penalty: 3920.733154
	Iteration 5Q: 3 clusters Score -360703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -360722.375000 Penalty: 3920.733154
	Iteration 6Q: 3 clusters Score -360722.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -360741.625000 Penalty: 3920.733154
	Iteration 7Q: 3 clusters Score -360741.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -360763.125000 Penalty: 3920.733154
	Iteration 8Q: 3 clusters Score -360763.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -360779.718750 Penalty: 3920.733154
	Iteration 9Q: 3 clusters Score -360779.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -360795.875000 Penalty: 3920.733154
	Iteration 10Q: 3 clusters Score -360795.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -360810.281250 Penalty: 3920.733154
	Iteration 11Q: 3 clusters Score -360810.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -360818.843750 Penalty: 3920.733154
	Iteration 12Q: 3 clusters Score -360818.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -360827.718750 Penalty: 3920.733154
	Iteration 13Q: 3 clusters Score -360827.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -360843.687500 Penalty: 3920.733154
	Iteration 14Q: 3 clusters Score -360843.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -360865.343750 Penalty: 3920.733154
	Iteration 15Q: 3 clusters Score -360865.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -360904.093750 Penalty: 3920.733154
	Iteration 16Q: 3 clusters Score -360904.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -360930.843750 Penalty: 3920.733154
	Iteration 17Q: 3 clusters Score -360930.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -360955.031250 Penalty: 3920.733154
	Iteration 18Q: 3 clusters Score -360955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -360974.343750 Penalty: 3920.733154
	Iteration 19Q: 3 clusters Score -360974.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -360986.343750 Penalty: 3920.733154
	Iteration 20F: 3 clusters Score -360986.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -361002.468750 Penalty: 3920.733154
	Iteration 21Q: 3 clusters Score -361002.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -361022.343750 Penalty: 3920.733154
	Iteration 22Q: 3 clusters Score -361022.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -361040.906250 Penalty: 3920.733154
	Iteration 23Q: 3 clusters Score -361040.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -361051.187500 Penalty: 3920.733154
	Iteration 24Q: 3 clusters Score -361051.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -361065.343750 Penalty: 3920.733154
	Iteration 25Q: 3 clusters Score -361065.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -361080.437500 Penalty: 3920.733154
	Iteration 26Q: 3 clusters Score -361080.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -361097.093750 Penalty: 3920.733154
	Iteration 27Q: 3 clusters Score -361097.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -361119.375000 Penalty: 3920.733154
	Iteration 28Q: 3 clusters Score -361119.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -361146.500000 Penalty: 3920.733154
	Iteration 29Q: 3 clusters Score -361146.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -361201.187500 Penalty: 3920.733154
	Iteration 30Q: 3 clusters Score -361201.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -361261.281250 Penalty: 3920.733154
	Iteration 31Q: 3 clusters Score -361261.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -361310.781250 Penalty: 3920.733154
	Iteration 32Q: 3 clusters Score -361310.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -361356.843750 Penalty: 3920.733154
	Iteration 33Q: 3 clusters Score -361356.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -361392.937500 Penalty: 3920.733154
	Iteration 34Q: 3 clusters Score -361392.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -361422.562500 Penalty: 3920.733154
	Iteration 35Q: 3 clusters Score -361422.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -361451.562500 Penalty: 3920.733154
	Iteration 36Q: 3 clusters Score -361451.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -361474.156250 Penalty: 3920.733154
	Iteration 37Q: 3 clusters Score -361474.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -361498.031250 Penalty: 3920.733154
	Iteration 38Q: 3 clusters Score -361498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -361523.906250 Penalty: 3920.733154
	Iteration 39Q: 3 clusters Score -361523.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -361553.093750 Penalty: 3920.733154
	Iteration 40F: 3 clusters Score -361553.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -361584.812500 Penalty: 3920.733154
	Iteration 41Q: 3 clusters Score -361584.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -361611.281250 Penalty: 3920.733154
	Iteration 42Q: 3 clusters Score -361611.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -361637.656250 Penalty: 3920.733154
	Iteration 43Q: 3 clusters Score -361637.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -361664.562500 Penalty: 3920.733154
	Iteration 44Q: 3 clusters Score -361664.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -361699.937500 Penalty: 3920.733154
	Iteration 45Q: 3 clusters Score -361699.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -361737.281250 Penalty: 3920.733154
	Iteration 46Q: 3 clusters Score -361737.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -361763.250000 Penalty: 3920.733154
	Iteration 47Q: 3 clusters Score -361763.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -361779.656250 Penalty: 3920.733154
	Iteration 48Q: 3 clusters Score -361779.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -361794.218750 Penalty: 3920.733154
	Iteration 49Q: 3 clusters Score -361794.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -361812.156250 Penalty: 3920.733154
	Iteration 50Q: 3 clusters Score -361812.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -361832.875000 Penalty: 3920.733154
	Iteration 51Q: 3 clusters Score -361832.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -361853.000000 Penalty: 3920.733154
	Iteration 52Q: 3 clusters Score -361853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -361874.875000 Penalty: 3920.733154
	Iteration 53Q: 3 clusters Score -361874.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -361905.812500 Penalty: 3920.733154
	Iteration 54Q: 3 clusters Score -361905.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -361926.531250 Penalty: 3920.733154
	Iteration 55Q: 3 clusters Score -361926.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -361949.312500 Penalty: 3920.733154
	Iteration 56Q: 3 clusters Score -361949.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -361969.562500 Penalty: 3920.733154
	Iteration 57Q: 3 clusters Score -361969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -361976.562500 Penalty: 3920.733154
	Iteration 58Q: 3 clusters Score -361976.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -361985.031250 Penalty: 3920.733154
	Iteration 59Q: 3 clusters Score -361985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -361989.906250 Penalty: 3920.733154
	Iteration 60F: 3 clusters Score -361989.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -361990.593750 Penalty: 3920.733154
	Iteration 61Q: 3 clusters Score -361990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -361992.437500 Penalty: 3920.733154
	Iteration 62Q: 3 clusters Score -361992.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -361992.500000 Penalty: 3920.733154
	Iteration 63Q: 3 clusters Score -361992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -361995.000000 Penalty: 3920.733154
	Iteration 64Q: 3 clusters Score -361995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -361996.343750 Penalty: 3920.733154
	Iteration 65Q: 3 clusters Score -361996.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -361996.343750 Penalty: 3920.733154
	Iteration 66F: 3 clusters Score -361996.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Entering Unmasked Estep 
Score: -894326.187500 Penalty: 2180.250977
	Iteration 0F: 2 clusters Score -894326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -888819.875000 Penalty: 4360.501953
	Iteration 0F: 3 clusters Score -888819.9 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -890196.125000 Penalty: 4360.501953
	Iteration 1F: 3 clusters Score -890196.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -890417.812500 Penalty: 4360.501953
	Iteration 2F: 3 clusters Score -890417.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -890558.750000 Penalty: 4360.501953
	Iteration 3Q: 3 clusters Score -890558.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -890656.062500 Penalty: 4360.501953
	Iteration 4Q: 3 clusters Score -890656.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -890728.125000 Penalty: 4360.501953
	Iteration 5Q: 3 clusters Score -890728.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -890778.250000 Penalty: 4360.501953
	Iteration 6Q: 3 clusters Score -890778.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -890828.312500 Penalty: 4360.501953
	Iteration 7Q: 3 clusters Score -890828.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -890875.187500 Penalty: 4360.501953
	Iteration 8Q: 3 clusters Score -890875.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -890913.750000 Penalty: 4360.501953
	Iteration 9Q: 3 clusters Score -890913.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -890945.375000 Penalty: 4360.501953
	Iteration 10Q: 3 clusters Score -890945.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -890966.750000 Penalty: 4360.501953
	Iteration 11Q: 3 clusters Score -890966.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -890989.312500 Penalty: 4360.501953
	Iteration 12Q: 3 clusters Score -890989.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -891013.312500 Penalty: 4360.501953
	Iteration 13Q: 3 clusters Score -891013.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -891037.250000 Penalty: 4360.501953
	Iteration 14Q: 3 clusters Score -891037.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -891055.937500 Penalty: 4360.501953
	Iteration 15Q: 3 clusters Score -891055.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -891073.125000 Penalty: 4360.501953
	Iteration 16Q: 3 clusters Score -891073.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -891089.687500 Penalty: 4360.501953
	Iteration 17Q: 3 clusters Score -891089.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -891105.875000 Penalty: 4360.501953
	Iteration 18Q: 3 clusters Score -891105.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -891132.187500 Penalty: 4360.501953
	Iteration 19Q: 3 clusters Score -891132.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -891154.812500 Penalty: 4360.501953
	Iteration 20F: 3 clusters Score -891154.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -891175.000000 Penalty: 4360.501953
	Iteration 21Q: 3 clusters Score -891175 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -891195.062500 Penalty: 4360.501953
	Iteration 22Q: 3 clusters Score -891195.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -891217.437500 Penalty: 4360.501953
	Iteration 23Q: 3 clusters Score -891217.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -891241.687500 Penalty: 4360.501953
	Iteration 24Q: 3 clusters Score -891241.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -891269.937500 Penalty: 4360.501953
	Iteration 25Q: 3 clusters Score -891269.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -891295.187500 Penalty: 4360.501953
	Iteration 26Q: 3 clusters Score -891295.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -891320.625000 Penalty: 4360.501953
	Iteration 27Q: 3 clusters Score -891320.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -891349.250000 Penalty: 4360.501953
	Iteration 28Q: 3 clusters Score -891349.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -891382.375000 Penalty: 4360.501953
	Iteration 29Q: 3 clusters Score -891382.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -891416.500000 Penalty: 4360.501953
	Iteration 30Q: 3 clusters Score -891416.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -891450.875000 Penalty: 4360.501953
	Iteration 31Q: 3 clusters Score -891450.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -891487.687500 Penalty: 4360.501953
	Iteration 32Q: 3 clusters Score -891487.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -891523.187500 Penalty: 4360.501953
	Iteration 33Q: 3 clusters Score -891523.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -891558.562500 Penalty: 4360.501953
	Iteration 34Q: 3 clusters Score -891558.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -891596.250000 Penalty: 4360.501953
	Iteration 35Q: 3 clusters Score -891596.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -891639.937500 Penalty: 4360.501953
	Iteration 36Q: 3 clusters Score -891639.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -891692.000000 Penalty: 4360.501953
	Iteration 37Q: 3 clusters Score -891692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -891740.937500 Penalty: 4360.501953
	Iteration 38Q: 3 clusters Score -891740.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -891776.625000 Penalty: 4360.501953
	Iteration 39Q: 3 clusters Score -891776.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -891817.437500 Penalty: 4360.501953
	Iteration 40F: 3 clusters Score -891817.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -891851.187500 Penalty: 4360.501953
	Iteration 41Q: 3 clusters Score -891851.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -891890.562500 Penalty: 4360.501953
	Iteration 42Q: 3 clusters Score -891890.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -891925.937500 Penalty: 4360.501953
	Iteration 43Q: 3 clusters Score -891925.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -891951.687500 Penalty: 4360.501953
	Iteration 44Q: 3 clusters Score -891951.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -891974.375000 Penalty: 4360.501953
	Iteration 45Q: 3 clusters Score -891974.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -891991.375000 Penalty: 4360.501953
	Iteration 46Q: 3 clusters Score -891991.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -892010.937500 Penalty: 4360.501953
	Iteration 47Q: 3 clusters Score -892010.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -892027.937500 Penalty: 4360.501953
	Iteration 48Q: 3 clusters Score -892027.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -892047.562500 Penalty: 4360.501953
	Iteration 49Q: 3 clusters Score -892047.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -892065.812500 Penalty: 4360.501953
	Iteration 50Q: 3 clusters Score -892065.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -892088.375000 Penalty: 4360.501953
	Iteration 51Q: 3 clusters Score -892088.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -892104.312500 Penalty: 4360.501953
	Iteration 52Q: 3 clusters Score -892104.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -892119.250000 Penalty: 4360.501953
	Iteration 53Q: 3 clusters Score -892119.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -892127.312500 Penalty: 4360.501953
	Iteration 54Q: 3 clusters Score -892127.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -892137.500000 Penalty: 4360.501953
	Iteration 55Q: 3 clusters Score -892137.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -892148.125000 Penalty: 4360.501953
	Iteration 56Q: 3 clusters Score -892148.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -892153.125000 Penalty: 4360.501953
	Iteration 57Q: 3 clusters Score -892153.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -892161.437500 Penalty: 4360.501953
	Iteration 58Q: 3 clusters Score -892161.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -892166.125000 Penalty: 4360.501953
	Iteration 59Q: 3 clusters Score -892166.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -892171.500000 Penalty: 4360.501953
	Iteration 60F: 3 clusters Score -892171.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -892174.375000 Penalty: 4360.501953
	Iteration 61Q: 3 clusters Score -892174.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -892180.875000 Penalty: 4360.501953
	Iteration 62Q: 3 clusters Score -892180.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -892187.687500 Penalty: 4360.501953
	Iteration 63Q: 3 clusters Score -892187.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -892192.125000 Penalty: 4360.501953
	Iteration 64Q: 3 clusters Score -892192.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -892198.187500 Penalty: 4360.501953
	Iteration 65Q: 3 clusters Score -892198.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -892203.187500 Penalty: 4360.501953
	Iteration 66Q: 3 clusters Score -892203.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -892207.875000 Penalty: 4360.501953
	Iteration 67Q: 3 clusters Score -892207.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -892214.000000 Penalty: 4360.501953
	Iteration 68Q: 3 clusters Score -892214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -892215.875000 Penalty: 4360.501953
	Iteration 69Q: 3 clusters Score -892215.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -892216.562500 Penalty: 4360.501953
	Iteration 70Q: 3 clusters Score -892216.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -892218.000000 Penalty: 4360.501953
	Iteration 71Q: 3 clusters Score -892218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -892222.062500 Penalty: 4360.501953
	Iteration 72Q: 3 clusters Score -892222.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -892222.000000 Penalty: 4360.501953
	Iteration 73Q: 3 clusters Score -892222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -892224.312500 Penalty: 4360.501953
	Iteration 74Q: 3 clusters Score -892224.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -892224.937500 Penalty: 4360.501953
	Iteration 75Q: 3 clusters Score -892224.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -892227.500000 Penalty: 4360.501953
	Iteration 76Q: 3 clusters Score -892227.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -892232.875000 Penalty: 4360.501953
	Iteration 77Q: 3 clusters Score -892232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -892236.000000 Penalty: 4360.501953
	Iteration 78Q: 3 clusters Score -892236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -892238.437500 Penalty: 4360.501953
	Iteration 79Q: 3 clusters Score -892238.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -892240.437500 Penalty: 4360.501953
	Iteration 80F: 3 clusters Score -892240.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -892244.062500 Penalty: 4360.501953
	Iteration 81Q: 3 clusters Score -892244.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -892245.312500 Penalty: 4360.501953
	Iteration 82Q: 3 clusters Score -892245.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -892247.750000 Penalty: 4360.501953
	Iteration 83Q: 3 clusters Score -892247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -892250.375000 Penalty: 4360.501953
	Iteration 84Q: 3 clusters Score -892250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -892250.687500 Penalty: 4360.501953
	Iteration 85Q: 3 clusters Score -892250.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -892252.000000 Penalty: 4360.501953
	Iteration 86Q: 3 clusters Score -892252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -892253.500000 Penalty: 4360.501953
	Iteration 87Q: 3 clusters Score -892253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -892255.750000 Penalty: 4360.501953
	Iteration 88Q: 3 clusters Score -892255.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -892258.812500 Penalty: 4360.501953
	Iteration 89Q: 3 clusters Score -892258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -892261.562500 Penalty: 4360.501953
	Iteration 90Q: 3 clusters Score -892261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -892260.562500 Penalty: 4360.501953
	Iteration 91Q: 3 clusters Score -892260.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -892261.250000 Penalty: 4360.501953
	Iteration 92Q: 3 clusters Score -892261.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -892264.500000 Penalty: 4360.501953
	Iteration 93Q: 3 clusters Score -892264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -892263.437500 Penalty: 4360.501953
	Iteration 94Q: 3 clusters Score -892263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -892264.437500 Penalty: 4360.501953
	Iteration 95Q: 3 clusters Score -892264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -892264.625000 Penalty: 4360.501953
	Iteration 96Q: 3 clusters Score -892264.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -892266.750000 Penalty: 4360.501953
	Iteration 97Q: 3 clusters Score -892266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -892266.687500 Penalty: 4360.501953
	Iteration 98Q: 3 clusters Score -892266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -892266.562500 Penalty: 4360.501953
	Iteration 99Q: 3 clusters Score -892266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -892266.812500 Penalty: 4360.501953
	Iteration 100F: 3 clusters Score -892266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -892267.937500 Penalty: 4360.501953
	Iteration 101Q: 3 clusters Score -892267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -892267.125000 Penalty: 4360.501953
	Iteration 102Q: 3 clusters Score -892267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -892268.437500 Penalty: 4360.501953
	Iteration 103Q: 3 clusters Score -892268.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -892268.437500 Penalty: 4360.501953
	Iteration 104F: 3 clusters Score -892268.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -179635.031250 Penalty: 1789.197021
	Iteration 0F: 2 clusters Score -179635 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 661 members 
Entering Unmasked Estep 
Score: -177436.093750 Penalty: 3578.394043
	Iteration 0F: 3 clusters Score -177436.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -177791.375000 Penalty: 3578.394043
	Iteration 1F: 3 clusters Score -177791.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -177893.468750 Penalty: 3578.394043
	Iteration 2F: 3 clusters Score -177893.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -177941.968750 Penalty: 3578.394043
	Iteration 3Q: 3 clusters Score -177942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -177967.406250 Penalty: 3578.394043
	Iteration 4Q: 3 clusters Score -177967.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -177992.203125 Penalty: 3578.394043
	Iteration 5Q: 3 clusters Score -177992.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178005.906250 Penalty: 3578.394043
	Iteration 6Q: 3 clusters Score -178005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -178013.500000 Penalty: 3578.394043
	Iteration 7Q: 3 clusters Score -178013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -178020.296875 Penalty: 3578.394043
	Iteration 8Q: 3 clusters Score -178020.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -178024.390625 Penalty: 3578.394043
	Iteration 9Q: 3 clusters Score -178024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -178027.234375 Penalty: 3578.394043
	Iteration 10Q: 3 clusters Score -178027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178029.312500 Penalty: 3578.394043
	Iteration 11Q: 3 clusters Score -178029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -178030.796875 Penalty: 3578.394043
	Iteration 12Q: 3 clusters Score -178030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -178031.500000 Penalty: 3578.394043
	Iteration 13Q: 3 clusters Score -178031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -178032.250000 Penalty: 3578.394043
	Iteration 14Q: 3 clusters Score -178032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178032.375000 Penalty: 3578.394043
	Iteration 15Q: 3 clusters Score -178032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -178032.781250 Penalty: 3578.394043
	Iteration 16Q: 3 clusters Score -178032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -178032.781250 Penalty: 3578.394043
	Iteration 17F: 3 clusters Score -178032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -267142.093750 Penalty: 1884.278687
	Iteration 0F: 2 clusters Score -267142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -264493.062500 Penalty: 3768.557373
	Iteration 0F: 3 clusters Score -264493.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -264989.375000 Penalty: 3768.557373
	Iteration 1F: 3 clusters Score -264989.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -265193.812500 Penalty: 3768.557373
	Iteration 2F: 3 clusters Score -265193.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -265293.250000 Penalty: 3768.557373
	Iteration 3F: 3 clusters Score -265293.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -265354.656250 Penalty: 3768.557373
	Iteration 4Q: 3 clusters Score -265354.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -265397.906250 Penalty: 3768.557373
	Iteration 5Q: 3 clusters Score -265397.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -265433.656250 Penalty: 3768.557373
	Iteration 6Q: 3 clusters Score -265433.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -265454.968750 Penalty: 3768.557373
	Iteration 7Q: 3 clusters Score -265455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -265469.843750 Penalty: 3768.557373
	Iteration 8Q: 3 clusters Score -265469.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -265485.062500 Penalty: 3768.557373
	Iteration 9Q: 3 clusters Score -265485.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -265494.437500 Penalty: 3768.557373
	Iteration 10Q: 3 clusters Score -265494.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -265504.625000 Penalty: 3768.557373
	Iteration 11Q: 3 clusters Score -265504.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -265512.250000 Penalty: 3768.557373
	Iteration 12Q: 3 clusters Score -265512.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -265526.843750 Penalty: 3768.557373
	Iteration 13Q: 3 clusters Score -265526.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -265540.625000 Penalty: 3768.557373
	Iteration 14Q: 3 clusters Score -265540.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -265552.718750 Penalty: 3768.557373
	Iteration 15Q: 3 clusters Score -265552.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -265558.906250 Penalty: 3768.557373
	Iteration 16Q: 3 clusters Score -265558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -265560.437500 Penalty: 3768.557373
	Iteration 17Q: 3 clusters Score -265560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -265560.625000 Penalty: 3768.557373
	Iteration 18Q: 3 clusters Score -265560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -265561.375000 Penalty: 3768.557373
	Iteration 19Q: 3 clusters Score -265561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -265563.562500 Penalty: 3768.557373
	Iteration 20F: 3 clusters Score -265563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -265564.000000 Penalty: 3768.557373
	Iteration 21Q: 3 clusters Score -265564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -265564.468750 Penalty: 3768.557373
	Iteration 22Q: 3 clusters Score -265564.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -265565.718750 Penalty: 3768.557373
	Iteration 23Q: 3 clusters Score -265565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -265567.343750 Penalty: 3768.557373
	Iteration 24Q: 3 clusters Score -265567.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -265567.343750 Penalty: 3768.557373
	Iteration 25F: 3 clusters Score -265567.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -80474.734375 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -80474.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78835.750000 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -78835.75 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79360.359375 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -79360.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79599.726562 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -79599.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79798.484375 Penalty: 3251.457031
	Iteration 3F: 3 clusters Score -79798.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79939.757812 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -79939.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80141.343750 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -80141.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80272.898438 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -80272.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80370.828125 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -80370.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80428.500000 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -80428.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80486.023438 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -80486.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80502.328125 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -80502.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80508.429688 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -80508.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80511.687500 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -80511.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80512.250000 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -80512.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80512.250000 Penalty: 3251.457031
	Iteration 14F: 3 clusters Score -80512.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156980 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167449 members 
Mstep: Class 6 contains 61358 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188068 members 
Mstep: Class 9 contains 17472 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 30997 members 
Mstep: Class 16 contains 172943 members 
Mstep: Class 17 contains 173562 members 
Mstep: Class 18 contains 18591 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43164 members 
Mstep: Class 21 contains 28842 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Mstep: Class 25 contains 303 members 
Entering Unmasked Estep 
Score: -144352480.000000 Penalty: 86221.867188
Splitting cluster 14 changes total score from -144354144.000000 to -144352480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (30997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Entering Unmasked Estep 
Score: -4213782.000000 Penalty: 2564.728027
	Iteration 0F: 2 clusters Score -4213782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4192381.000000 Penalty: 5129.456055
	Iteration 0F: 3 clusters Score -4192381 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4200129.500000 Penalty: 5129.456055
	Iteration 1F: 3 clusters Score -4200130 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -4200525.500000 Penalty: 5129.456055
	Iteration 2Q: 3 clusters Score -4200526 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -4200874.500000 Penalty: 5129.456055
	Iteration 3Q: 3 clusters Score -4200874 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -4201141.000000 Penalty: 5129.456055
	Iteration 4Q: 3 clusters Score -4201141 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4201445.500000 Penalty: 5129.456055
	Iteration 5Q: 3 clusters Score -4201446 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -4201741.000000 Penalty: 5129.456055
	Iteration 6Q: 3 clusters Score -4201741 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -4202023.000000 Penalty: 5129.456055
	Iteration 7Q: 3 clusters Score -4202023 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -4202394.000000 Penalty: 5129.456055
	Iteration 8Q: 3 clusters Score -4202394 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4202775.500000 Penalty: 5129.456055
	Iteration 9Q: 3 clusters Score -4202776 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -4203199.500000 Penalty: 5129.456055
	Iteration 10Q: 3 clusters Score -4203200 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4203607.000000 Penalty: 5129.456055
	Iteration 11Q: 3 clusters Score -4203607 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -4204051.500000 Penalty: 5129.456055
	Iteration 12Q: 3 clusters Score -4204052 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -4204482.500000 Penalty: 5129.456055
	Iteration 13Q: 3 clusters Score -4204482 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4205011.000000 Penalty: 5129.456055
	Iteration 14Q: 3 clusters Score -4205011 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4205612.000000 Penalty: 5129.456055
	Iteration 15Q: 3 clusters Score -4205612 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -4206261.500000 Penalty: 5129.456055
	Iteration 16Q: 3 clusters Score -4206262 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -4206925.000000 Penalty: 5129.456055
	Iteration 17Q: 3 clusters Score -4206925 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -4207546.500000 Penalty: 5129.456055
	Iteration 18Q: 3 clusters Score -4207546 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -4208134.000000 Penalty: 5129.456055
	Iteration 19Q: 3 clusters Score -4208134 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -4208619.500000 Penalty: 5129.456055
	Iteration 20F: 3 clusters Score -4208620 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4209059.500000 Penalty: 5129.456055
	Iteration 21Q: 3 clusters Score -4209060 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -4209408.500000 Penalty: 5129.456055
	Iteration 22Q: 3 clusters Score -4209408 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -4209698.000000 Penalty: 5129.456055
	Iteration 23Q: 3 clusters Score -4209698 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -4209946.500000 Penalty: 5129.456055
	Iteration 24Q: 3 clusters Score -4209946 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -4210167.000000 Penalty: 5129.456055
	Iteration 25Q: 3 clusters Score -4210167 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4210327.500000 Penalty: 5129.456055
	Iteration 26Q: 3 clusters Score -4210328 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4210477.000000 Penalty: 5129.456055
	Iteration 27Q: 3 clusters Score -4210477 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4210617.500000 Penalty: 5129.456055
	Iteration 28Q: 3 clusters Score -4210618 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4210755.500000 Penalty: 5129.456055
	Iteration 29Q: 3 clusters Score -4210756 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4210877.000000 Penalty: 5129.456055
	Iteration 30Q: 3 clusters Score -4210877 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4210984.500000 Penalty: 5129.456055
	Iteration 31Q: 3 clusters Score -4210984 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4211068.500000 Penalty: 5129.456055
	Iteration 32Q: 3 clusters Score -4211068 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4211143.000000 Penalty: 5129.456055
	Iteration 33Q: 3 clusters Score -4211143 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4211214.500000 Penalty: 5129.456055
	Iteration 34Q: 3 clusters Score -4211214 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4211277.000000 Penalty: 5129.456055
	Iteration 35Q: 3 clusters Score -4211277 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4211308.000000 Penalty: 5129.456055
	Iteration 36Q: 3 clusters Score -4211308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4211340.500000 Penalty: 5129.456055
	Iteration 37Q: 3 clusters Score -4211340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4211373.500000 Penalty: 5129.456055
	Iteration 38Q: 3 clusters Score -4211374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4211394.000000 Penalty: 5129.456055
	Iteration 39Q: 3 clusters Score -4211394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4211406.500000 Penalty: 5129.456055
	Iteration 40F: 3 clusters Score -4211406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4211412.000000 Penalty: 5129.456055
	Iteration 41Q: 3 clusters Score -4211412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4211423.000000 Penalty: 5129.456055
	Iteration 42Q: 3 clusters Score -4211423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4211422.000000 Penalty: 5129.456055
	Iteration 43Q: 3 clusters Score -4211422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4211427.500000 Penalty: 5129.456055
	Iteration 44Q: 3 clusters Score -4211428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4211424.000000 Penalty: 5129.456055
	Iteration 45Q: 3 clusters Score -4211424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4211423.000000 Penalty: 5129.456055
	Iteration 46Q: 3 clusters Score -4211423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4211422.500000 Penalty: 5129.456055
	Iteration 47Q: 3 clusters Score -4211422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4211429.500000 Penalty: 5129.456055
	Iteration 48Q: 3 clusters Score -4211430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4211420.500000 Penalty: 5129.456055
	Iteration 49Q: 3 clusters Score -4211420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4211430.000000 Penalty: 5129.456055
	Iteration 50Q: 3 clusters Score -4211430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4211425.000000 Penalty: 5129.456055
	Iteration 51Q: 3 clusters Score -4211425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4211428.000000 Penalty: 5129.456055
	Iteration 52Q: 3 clusters Score -4211428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4211428.500000 Penalty: 5129.456055
	Iteration 53Q: 3 clusters Score -4211428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4211432.000000 Penalty: 5129.456055
	Iteration 54Q: 3 clusters Score -4211432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4211436.500000 Penalty: 5129.456055
	Iteration 55Q: 3 clusters Score -4211436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4211433.500000 Penalty: 5129.456055
	Iteration 56Q: 3 clusters Score -4211434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4211438.500000 Penalty: 5129.456055
	Iteration 57Q: 3 clusters Score -4211438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4211435.500000 Penalty: 5129.456055
	Iteration 58Q: 3 clusters Score -4211436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4211436.000000 Penalty: 5129.456055
	Iteration 59Q: 3 clusters Score -4211436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4211433.000000 Penalty: 5129.456055
	Iteration 60F: 3 clusters Score -4211433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4211429.500000 Penalty: 5129.456055
	Iteration 61Q: 3 clusters Score -4211430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4211432.000000 Penalty: 5129.456055
	Iteration 62Q: 3 clusters Score -4211432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4211431.000000 Penalty: 5129.456055
	Iteration 63Q: 3 clusters Score -4211431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4211429.500000 Penalty: 5129.456055
	Iteration 64Q: 3 clusters Score -4211430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4211429.500000 Penalty: 5129.456055
	Iteration 65F: 3 clusters Score -4211430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172943 members 
Entering Unmasked Estep 
Score: -23225550.000000 Penalty: 2991.057861
	Iteration 0F: 2 clusters Score -2.322555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -23111672.000000 Penalty: 5982.115723
	Iteration 0F: 3 clusters Score -2.311167e+07 nChanged 82795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 88574 members 
Entering Unmasked Estep 
Score: -23159628.000000 Penalty: 5982.115723
	Iteration 1F: 3 clusters Score -2.315963e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 89920 members 
Entering Unmasked Estep 
Score: -23160754.000000 Penalty: 5982.115723
	Iteration 2Q: 3 clusters Score -2.316075e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -23162070.000000 Penalty: 5982.115723
	Iteration 3Q: 3 clusters Score -2.316207e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -23163964.000000 Penalty: 5982.115723
	Iteration 4Q: 3 clusters Score -2.316396e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 99721 members 
Entering Unmasked Estep 
Score: -23167126.000000 Penalty: 5982.115723
	Iteration 5Q: 3 clusters Score -2.316713e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -23172222.000000 Penalty: 5982.115723
	Iteration 6Q: 3 clusters Score -2.317222e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -23179984.000000 Penalty: 5982.115723
	Iteration 7F: 3 clusters Score -2.317998e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 122817 members 
Entering Unmasked Estep 
Score: -23189574.000000 Penalty: 5982.115723
	Iteration 8F: 3 clusters Score -2.318957e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 130269 members 
Entering Unmasked Estep 
Score: -23198208.000000 Penalty: 5982.115723
	Iteration 9F: 3 clusters Score -2.319821e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 135699 members 
Entering Unmasked Estep 
Score: -23203830.000000 Penalty: 5982.115723
	Iteration 10Q: 3 clusters Score -2.320383e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 140007 members 
Entering Unmasked Estep 
Score: -23207268.000000 Penalty: 5982.115723
	Iteration 11Q: 3 clusters Score -2.320727e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 143788 members 
Entering Unmasked Estep 
Score: -23209668.000000 Penalty: 5982.115723
	Iteration 12Q: 3 clusters Score -2.320967e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 147278 members 
Entering Unmasked Estep 
Score: -23211768.000000 Penalty: 5982.115723
	Iteration 13Q: 3 clusters Score -2.321177e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 150492 members 
Entering Unmasked Estep 
Score: -23213856.000000 Penalty: 5982.115723
	Iteration 14Q: 3 clusters Score -2.321386e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 153508 members 
Entering Unmasked Estep 
Score: -23215680.000000 Penalty: 5982.115723
	Iteration 15Q: 3 clusters Score -2.321568e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 156169 members 
Entering Unmasked Estep 
Score: -23217390.000000 Penalty: 5982.115723
	Iteration 16Q: 3 clusters Score -2.321739e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 158553 members 
Entering Unmasked Estep 
Score: -23218622.000000 Penalty: 5982.115723
	Iteration 17Q: 3 clusters Score -2.321862e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 160661 members 
Entering Unmasked Estep 
Score: -23219742.000000 Penalty: 5982.115723
	Iteration 18Q: 3 clusters Score -2.321974e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 162469 members 
Entering Unmasked Estep 
Score: -23220586.000000 Penalty: 5982.115723
	Iteration 19Q: 3 clusters Score -2.322059e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -23221240.000000 Penalty: 5982.115723
	Iteration 20F: 3 clusters Score -2.322124e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 165152 members 
Entering Unmasked Estep 
Score: -23221838.000000 Penalty: 5982.115723
	Iteration 21Q: 3 clusters Score -2.322184e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 166251 members 
Entering Unmasked Estep 
Score: -23222328.000000 Penalty: 5982.115723
	Iteration 22Q: 3 clusters Score -2.322233e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 167114 members 
Entering Unmasked Estep 
Score: -23222648.000000 Penalty: 5982.115723
	Iteration 23Q: 3 clusters Score -2.322265e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 167851 members 
Entering Unmasked Estep 
Score: -23222880.000000 Penalty: 5982.115723
	Iteration 24Q: 3 clusters Score -2.322288e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 168422 members 
Entering Unmasked Estep 
Score: -23223056.000000 Penalty: 5982.115723
	Iteration 25Q: 3 clusters Score -2.322306e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 168872 members 
Entering Unmasked Estep 
Score: -23223182.000000 Penalty: 5982.115723
	Iteration 26Q: 3 clusters Score -2.322318e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 169242 members 
Entering Unmasked Estep 
Score: -23223304.000000 Penalty: 5982.115723
	Iteration 27Q: 3 clusters Score -2.32233e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 169561 members 
Entering Unmasked Estep 
Score: -23223376.000000 Penalty: 5982.115723
	Iteration 28Q: 3 clusters Score -2.322338e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 169806 members 
Entering Unmasked Estep 
Score: -23223440.000000 Penalty: 5982.115723
	Iteration 29Q: 3 clusters Score -2.322344e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 169987 members 
Entering Unmasked Estep 
Score: -23223500.000000 Penalty: 5982.115723
	Iteration 30Q: 3 clusters Score -2.32235e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 170153 members 
Entering Unmasked Estep 
Score: -23223490.000000 Penalty: 5982.115723
	Iteration 31Q: 3 clusters Score -2.322349e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 170285 members 
Entering Unmasked Estep 
Score: -23223542.000000 Penalty: 5982.115723
	Iteration 32Q: 3 clusters Score -2.322354e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -23223540.000000 Penalty: 5982.115723
	Iteration 33Q: 3 clusters Score -2.322354e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 170476 members 
Entering Unmasked Estep 
Score: -23223522.000000 Penalty: 5982.115723
	Iteration 34Q: 3 clusters Score -2.322352e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 170557 members 
Entering Unmasked Estep 
Score: -23223540.000000 Penalty: 5982.115723
	Iteration 35Q: 3 clusters Score -2.322354e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -23223572.000000 Penalty: 5982.115723
	Iteration 36Q: 3 clusters Score -2.322357e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 170668 members 
Entering Unmasked Estep 
Score: -23223554.000000 Penalty: 5982.115723
	Iteration 37Q: 3 clusters Score -2.322355e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 170715 members 
Entering Unmasked Estep 
Score: -23223566.000000 Penalty: 5982.115723
	Iteration 38Q: 3 clusters Score -2.322357e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 170755 members 
Entering Unmasked Estep 
Score: -23223550.000000 Penalty: 5982.115723
	Iteration 39Q: 3 clusters Score -2.322355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 170795 members 
Entering Unmasked Estep 
Score: -23223570.000000 Penalty: 5982.115723
	Iteration 40F: 3 clusters Score -2.322357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 170826 members 
Entering Unmasked Estep 
Score: -23223570.000000 Penalty: 5982.115723
	Iteration 41Q: 3 clusters Score -2.322357e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 170847 members 
Entering Unmasked Estep 
Score: -23223576.000000 Penalty: 5982.115723
	Iteration 42Q: 3 clusters Score -2.322358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 170871 members 
Entering Unmasked Estep 
Score: -23223592.000000 Penalty: 5982.115723
	Iteration 43Q: 3 clusters Score -2.322359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 170888 members 
Entering Unmasked Estep 
Score: -23223604.000000 Penalty: 5982.115723
	Iteration 44Q: 3 clusters Score -2.32236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 170902 members 
Entering Unmasked Estep 
Score: -23223614.000000 Penalty: 5982.115723
	Iteration 45Q: 3 clusters Score -2.322361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 170922 members 
Entering Unmasked Estep 
Score: -23223604.000000 Penalty: 5982.115723
	Iteration 46Q: 3 clusters Score -2.32236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 170935 members 
Entering Unmasked Estep 
Score: -23223600.000000 Penalty: 5982.115723
	Iteration 47Q: 3 clusters Score -2.32236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 170949 members 
Entering Unmasked Estep 
Score: -23223600.000000 Penalty: 5982.115723
	Iteration 48Q: 3 clusters Score -2.32236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 170958 members 
Entering Unmasked Estep 
Score: -23223602.000000 Penalty: 5982.115723
	Iteration 49Q: 3 clusters Score -2.32236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 170969 members 
Entering Unmasked Estep 
Score: -23223614.000000 Penalty: 5982.115723
	Iteration 50Q: 3 clusters Score -2.322361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 170974 members 
Entering Unmasked Estep 
Score: -23223618.000000 Penalty: 5982.115723
	Iteration 51Q: 3 clusters Score -2.322362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 170982 members 
Entering Unmasked Estep 
Score: -23223610.000000 Penalty: 5982.115723
	Iteration 52Q: 3 clusters Score -2.322361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 170990 members 
Entering Unmasked Estep 
Score: -23223594.000000 Penalty: 5982.115723
	Iteration 53Q: 3 clusters Score -2.322359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 170994 members 
Entering Unmasked Estep 
Score: -23223594.000000 Penalty: 5982.115723
	Iteration 54Q: 3 clusters Score -2.322359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 170996 members 
Entering Unmasked Estep 
Score: -23223596.000000 Penalty: 5982.115723
	Iteration 55Q: 3 clusters Score -2.32236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 170999 members 
Entering Unmasked Estep 
Score: -23223594.000000 Penalty: 5982.115723
	Iteration 56Q: 3 clusters Score -2.322359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 171002 members 
Entering Unmasked Estep 
Score: -23223584.000000 Penalty: 5982.115723
	Iteration 57Q: 3 clusters Score -2.322358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 171004 members 
Entering Unmasked Estep 
Score: -23223588.000000 Penalty: 5982.115723
	Iteration 58Q: 3 clusters Score -2.322359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 171004 members 
Entering Unmasked Estep 
Score: -23223588.000000 Penalty: 5982.115723
	Iteration 59F: 3 clusters Score -2.322359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173562 members 
Entering Unmasked Estep 
Score: -23424356.000000 Penalty: 2991.943848
	Iteration 0F: 2 clusters Score -2.342436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -23312640.000000 Penalty: 5983.887695
	Iteration 0F: 3 clusters Score -2.331264e+07 nChanged 83636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 84791 members 
Entering Unmasked Estep 
Score: -23360818.000000 Penalty: 5983.887695
	Iteration 1F: 3 clusters Score -2.336082e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -23361726.000000 Penalty: 5983.887695
	Iteration 2Q: 3 clusters Score -2.336173e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92901 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -23363128.000000 Penalty: 5983.887695
	Iteration 3Q: 3 clusters Score -2.336313e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -23364794.000000 Penalty: 5983.887695
	Iteration 4Q: 3 clusters Score -2.336479e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
Score: -23367946.000000 Penalty: 5983.887695
	Iteration 5Q: 3 clusters Score -2.336795e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -23372832.000000 Penalty: 5983.887695
	Iteration 6F: 3 clusters Score -2.337283e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -23380242.000000 Penalty: 5983.887695
	Iteration 7F: 3 clusters Score -2.338024e+07 nChanged 13395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132917 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -23390674.000000 Penalty: 5983.887695
	Iteration 8F: 3 clusters Score -2.339067e+07 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145303 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -23402444.000000 Penalty: 5983.887695
	Iteration 9F: 3 clusters Score -2.340244e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155480 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -23411840.000000 Penalty: 5983.887695
	Iteration 10F: 3 clusters Score -2.341184e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162431 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -23417874.000000 Penalty: 5983.887695
	Iteration 11Q: 3 clusters Score -2.341787e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166864 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -23420666.000000 Penalty: 5983.887695
	Iteration 12Q: 3 clusters Score -2.342067e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -23421608.000000 Penalty: 5983.887695
	Iteration 13Q: 3 clusters Score -2.342161e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170944 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -23421932.000000 Penalty: 5983.887695
	Iteration 14Q: 3 clusters Score -2.342193e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171690 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -23422154.000000 Penalty: 5983.887695
	Iteration 15Q: 3 clusters Score -2.342215e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172107 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -23422264.000000 Penalty: 5983.887695
	Iteration 16Q: 3 clusters Score -2.342226e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172348 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -23422298.000000 Penalty: 5983.887695
	Iteration 17Q: 3 clusters Score -2.34223e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172519 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -23422338.000000 Penalty: 5983.887695
	Iteration 18Q: 3 clusters Score -2.342234e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172618 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -23422386.000000 Penalty: 5983.887695
	Iteration 19Q: 3 clusters Score -2.342239e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172686 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -23422408.000000 Penalty: 5983.887695
	Iteration 20F: 3 clusters Score -2.342241e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172740 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -23422418.000000 Penalty: 5983.887695
	Iteration 21Q: 3 clusters Score -2.342242e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172772 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -23422416.000000 Penalty: 5983.887695
	Iteration 22Q: 3 clusters Score -2.342242e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172799 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23422416.000000 Penalty: 5983.887695
	Iteration 23Q: 3 clusters Score -2.342242e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172825 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -23422446.000000 Penalty: 5983.887695
	Iteration 24Q: 3 clusters Score -2.342245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172846 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -23422444.000000 Penalty: 5983.887695
	Iteration 25Q: 3 clusters Score -2.342244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172861 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -23422440.000000 Penalty: 5983.887695
	Iteration 26Q: 3 clusters Score -2.342244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172874 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -23422446.000000 Penalty: 5983.887695
	Iteration 27Q: 3 clusters Score -2.342245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172883 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -23422440.000000 Penalty: 5983.887695
	Iteration 28Q: 3 clusters Score -2.342244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172885 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -23422444.000000 Penalty: 5983.887695
	Iteration 29Q: 3 clusters Score -2.342244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172891 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -23422448.000000 Penalty: 5983.887695
	Iteration 30Q: 3 clusters Score -2.342245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172894 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -23422444.000000 Penalty: 5983.887695
	Iteration 31Q: 3 clusters Score -2.342244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172896 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23422440.000000 Penalty: 5983.887695
	Iteration 32Q: 3 clusters Score -2.342244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172900 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -23422452.000000 Penalty: 5983.887695
	Iteration 33Q: 3 clusters Score -2.342245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172901 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -23422438.000000 Penalty: 5983.887695
	Iteration 34Q: 3 clusters Score -2.342244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172902 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -23422430.000000 Penalty: 5983.887695
	Iteration 35Q: 3 clusters Score -2.342243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172902 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -23422430.000000 Penalty: 5983.887695
	Iteration 36F: 3 clusters Score -2.342243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Entering Unmasked Estep 
Score: -2494058.250000 Penalty: 2437.947266
	Iteration 0F: 2 clusters Score -2494058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2480953.250000 Penalty: 4875.894531
	Iteration 0F: 3 clusters Score -2480953 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2485402.500000 Penalty: 4875.894531
	Iteration 1F: 3 clusters Score -2485402 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2486065.250000 Penalty: 4875.894531
	Iteration 2F: 3 clusters Score -2486065 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2486777.000000 Penalty: 4875.894531
	Iteration 3F: 3 clusters Score -2486777 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2487531.500000 Penalty: 4875.894531
	Iteration 4F: 3 clusters Score -2487532 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2488297.250000 Penalty: 4875.894531
	Iteration 5F: 3 clusters Score -2488297 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2489054.750000 Penalty: 4875.894531
	Iteration 6F: 3 clusters Score -2489055 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2489813.750000 Penalty: 4875.894531
	Iteration 7F: 3 clusters Score -2489814 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2490618.500000 Penalty: 4875.894531
	Iteration 8Q: 3 clusters Score -2490618 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2491190.500000 Penalty: 4875.894531
	Iteration 9Q: 3 clusters Score -2491190 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2491468.750000 Penalty: 4875.894531
	Iteration 10Q: 3 clusters Score -2491469 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2491607.500000 Penalty: 4875.894531
	Iteration 11Q: 3 clusters Score -2491608 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2491703.500000 Penalty: 4875.894531
	Iteration 12Q: 3 clusters Score -2491704 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2491769.500000 Penalty: 4875.894531
	Iteration 13Q: 3 clusters Score -2491770 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2491828.250000 Penalty: 4875.894531
	Iteration 14Q: 3 clusters Score -2491828 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2491867.000000 Penalty: 4875.894531
	Iteration 15Q: 3 clusters Score -2491867 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2491903.000000 Penalty: 4875.894531
	Iteration 16Q: 3 clusters Score -2491903 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2491929.500000 Penalty: 4875.894531
	Iteration 17Q: 3 clusters Score -2491930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2491945.750000 Penalty: 4875.894531
	Iteration 18Q: 3 clusters Score -2491946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2491974.750000 Penalty: 4875.894531
	Iteration 19Q: 3 clusters Score -2491975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2491986.250000 Penalty: 4875.894531
	Iteration 20F: 3 clusters Score -2491986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2491999.750000 Penalty: 4875.894531
	Iteration 21Q: 3 clusters Score -2492000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2491999.250000 Penalty: 4875.894531
	Iteration 22Q: 3 clusters Score -2491999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2492015.000000 Penalty: 4875.894531
	Iteration 23Q: 3 clusters Score -2492015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2492011.500000 Penalty: 4875.894531
	Iteration 24Q: 3 clusters Score -2492012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2492021.500000 Penalty: 4875.894531
	Iteration 25Q: 3 clusters Score -2492022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2492028.250000 Penalty: 4875.894531
	Iteration 26Q: 3 clusters Score -2492028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2492033.500000 Penalty: 4875.894531
	Iteration 27Q: 3 clusters Score -2492034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2492040.750000 Penalty: 4875.894531
	Iteration 28Q: 3 clusters Score -2492041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2492046.750000 Penalty: 4875.894531
	Iteration 29Q: 3 clusters Score -2492047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2492060.750000 Penalty: 4875.894531
	Iteration 30Q: 3 clusters Score -2492061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2492066.750000 Penalty: 4875.894531
	Iteration 31Q: 3 clusters Score -2492067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2492077.500000 Penalty: 4875.894531
	Iteration 32Q: 3 clusters Score -2492078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2492082.000000 Penalty: 4875.894531
	Iteration 33Q: 3 clusters Score -2492082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2492079.000000 Penalty: 4875.894531
	Iteration 34Q: 3 clusters Score -2492079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2492080.000000 Penalty: 4875.894531
	Iteration 35Q: 3 clusters Score -2492080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2492086.250000 Penalty: 4875.894531
	Iteration 36Q: 3 clusters Score -2492086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2492088.500000 Penalty: 4875.894531
	Iteration 37Q: 3 clusters Score -2492088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2492088.250000 Penalty: 4875.894531
	Iteration 38Q: 3 clusters Score -2492088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2492091.500000 Penalty: 4875.894531
	Iteration 39Q: 3 clusters Score -2492092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2492098.250000 Penalty: 4875.894531
	Iteration 40F: 3 clusters Score -2492098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2492098.750000 Penalty: 4875.894531
	Iteration 41Q: 3 clusters Score -2492099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2492098.000000 Penalty: 4875.894531
	Iteration 42Q: 3 clusters Score -2492098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2492099.750000 Penalty: 4875.894531
	Iteration 43Q: 3 clusters Score -2492100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2492101.500000 Penalty: 4875.894531
	Iteration 44Q: 3 clusters Score -2492102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2492100.250000 Penalty: 4875.894531
	Iteration 45Q: 3 clusters Score -2492100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2492104.500000 Penalty: 4875.894531
	Iteration 46Q: 3 clusters Score -2492104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2492105.500000 Penalty: 4875.894531
	Iteration 47Q: 3 clusters Score -2492106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2492108.750000 Penalty: 4875.894531
	Iteration 48Q: 3 clusters Score -2492109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2492114.000000 Penalty: 4875.894531
	Iteration 49Q: 3 clusters Score -2492114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2492120.000000 Penalty: 4875.894531
	Iteration 50Q: 3 clusters Score -2492120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2492121.500000 Penalty: 4875.894531
	Iteration 51Q: 3 clusters Score -2492122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2492128.250000 Penalty: 4875.894531
	Iteration 52Q: 3 clusters Score -2492128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2492130.250000 Penalty: 4875.894531
	Iteration 53Q: 3 clusters Score -2492130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2492132.000000 Penalty: 4875.894531
	Iteration 54Q: 3 clusters Score -2492132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2492131.750000 Penalty: 4875.894531
	Iteration 55Q: 3 clusters Score -2492132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2492134.000000 Penalty: 4875.894531
	Iteration 56Q: 3 clusters Score -2492134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2492136.250000 Penalty: 4875.894531
	Iteration 57Q: 3 clusters Score -2492136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2492138.000000 Penalty: 4875.894531
	Iteration 58Q: 3 clusters Score -2492138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2492137.250000 Penalty: 4875.894531
	Iteration 59Q: 3 clusters Score -2492137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2492137.000000 Penalty: 4875.894531
	Iteration 60F: 3 clusters Score -2492137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -410594.406250 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -410594.4 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 1569 members 
Entering Unmasked Estep 
Score: -407219.625000 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -407219.6 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -407874.937500 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -407874.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -408022.687500 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -408022.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -408094.937500 Penalty: 3995.358154
	Iteration 3Q: 3 clusters Score -408094.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -408144.000000 Penalty: 3995.358154
	Iteration 4Q: 3 clusters Score -408144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -408176.500000 Penalty: 3995.358154
	Iteration 5Q: 3 clusters Score -408176.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -408199.656250 Penalty: 3995.358154
	Iteration 6Q: 3 clusters Score -408199.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -408217.531250 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -408217.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -408230.218750 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -408230.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -408244.812500 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -408244.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -408259.250000 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -408259.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -408267.812500 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -408267.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -408274.625000 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -408274.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -408278.468750 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -408278.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -408283.781250 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -408283.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -408287.437500 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -408287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -408288.656250 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -408288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -408290.406250 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -408290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -408293.000000 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -408293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -408294.625000 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -408294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -408297.250000 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -408297.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -408301.750000 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -408301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -408309.125000 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -408309.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -408314.187500 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -408314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -408318.093750 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -408318.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -408322.687500 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -408322.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -408330.906250 Penalty: 3995.358154
	Iteration 26Q: 3 clusters Score -408330.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -408336.843750 Penalty: 3995.358154
	Iteration 27Q: 3 clusters Score -408336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -408343.343750 Penalty: 3995.358154
	Iteration 28Q: 3 clusters Score -408343.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -408349.156250 Penalty: 3995.358154
	Iteration 29Q: 3 clusters Score -408349.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -408355.062500 Penalty: 3995.358154
	Iteration 30Q: 3 clusters Score -408355.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -408359.031250 Penalty: 3995.358154
	Iteration 31Q: 3 clusters Score -408359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -408362.375000 Penalty: 3995.358154
	Iteration 32Q: 3 clusters Score -408362.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -408365.375000 Penalty: 3995.358154
	Iteration 33Q: 3 clusters Score -408365.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -408367.562500 Penalty: 3995.358154
	Iteration 34Q: 3 clusters Score -408367.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -408370.656250 Penalty: 3995.358154
	Iteration 35Q: 3 clusters Score -408370.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -408374.718750 Penalty: 3995.358154
	Iteration 36Q: 3 clusters Score -408374.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -408379.187500 Penalty: 3995.358154
	Iteration 37Q: 3 clusters Score -408379.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -408384.281250 Penalty: 3995.358154
	Iteration 38Q: 3 clusters Score -408384.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -408386.250000 Penalty: 3995.358154
	Iteration 39Q: 3 clusters Score -408386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -408388.156250 Penalty: 3995.358154
	Iteration 40F: 3 clusters Score -408388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -408389.156250 Penalty: 3995.358154
	Iteration 41Q: 3 clusters Score -408389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -408390.343750 Penalty: 3995.358154
	Iteration 42Q: 3 clusters Score -408390.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -408390.562500 Penalty: 3995.358154
	Iteration 43Q: 3 clusters Score -408390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -408392.375000 Penalty: 3995.358154
	Iteration 44Q: 3 clusters Score -408392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -408392.531250 Penalty: 3995.358154
	Iteration 45Q: 3 clusters Score -408392.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -408393.125000 Penalty: 3995.358154
	Iteration 46Q: 3 clusters Score -408393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -408393.281250 Penalty: 3995.358154
	Iteration 47Q: 3 clusters Score -408393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -408395.031250 Penalty: 3995.358154
	Iteration 48Q: 3 clusters Score -408395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -408397.812500 Penalty: 3995.358154
	Iteration 49Q: 3 clusters Score -408397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -408398.343750 Penalty: 3995.358154
	Iteration 50Q: 3 clusters Score -408398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -408398.562500 Penalty: 3995.358154
	Iteration 51Q: 3 clusters Score -408398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -408398.562500 Penalty: 3995.358154
	Iteration 52F: 3 clusters Score -408398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Entering Unmasked Estep 
Score: -5625445.500000 Penalty: 2646.844971
	Iteration 0F: 2 clusters Score -5625446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -5596400.000000 Penalty: 5293.689941
	Iteration 0F: 3 clusters Score -5596400 nChanged 19752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5607195.500000 Penalty: 5293.689941
	Iteration 1F: 3 clusters Score -5607196 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5607592.500000 Penalty: 5293.689941
	Iteration 2Q: 3 clusters Score -5607592 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -5608001.000000 Penalty: 5293.689941
	Iteration 3Q: 3 clusters Score -5608001 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -5608327.000000 Penalty: 5293.689941
	Iteration 4Q: 3 clusters Score -5608327 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -5608661.000000 Penalty: 5293.689941
	Iteration 5Q: 3 clusters Score -5608661 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5608960.500000 Penalty: 5293.689941
	Iteration 6Q: 3 clusters Score -5608960 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5609405.500000 Penalty: 5293.689941
	Iteration 7Q: 3 clusters Score -5609406 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -5609955.500000 Penalty: 5293.689941
	Iteration 8Q: 3 clusters Score -5609956 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -5610808.500000 Penalty: 5293.689941
	Iteration 9Q: 3 clusters Score -5610808 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -5612079.000000 Penalty: 5293.689941
	Iteration 10F: 3 clusters Score -5612079 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5613632.500000 Penalty: 5293.689941
	Iteration 11F: 3 clusters Score -5613632 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -5615220.000000 Penalty: 5293.689941
	Iteration 12F: 3 clusters Score -5615220 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -5616489.500000 Penalty: 5293.689941
	Iteration 13Q: 3 clusters Score -5616490 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -5617299.500000 Penalty: 5293.689941
	Iteration 14Q: 3 clusters Score -5617300 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -5617697.000000 Penalty: 5293.689941
	Iteration 15Q: 3 clusters Score -5617697 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -5617878.500000 Penalty: 5293.689941
	Iteration 16Q: 3 clusters Score -5617878 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -5617949.500000 Penalty: 5293.689941
	Iteration 17Q: 3 clusters Score -5617950 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -5618005.000000 Penalty: 5293.689941
	Iteration 18Q: 3 clusters Score -5618005 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -5618034.500000 Penalty: 5293.689941
	Iteration 19Q: 3 clusters Score -5618034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -5618042.000000 Penalty: 5293.689941
	Iteration 20F: 3 clusters Score -5618042 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -5618051.500000 Penalty: 5293.689941
	Iteration 21Q: 3 clusters Score -5618052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -5618051.500000 Penalty: 5293.689941
	Iteration 22Q: 3 clusters Score -5618052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -5618058.500000 Penalty: 5293.689941
	Iteration 23Q: 3 clusters Score -5618058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -5618058.500000 Penalty: 5293.689941
	Iteration 24Q: 3 clusters Score -5618058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -5618068.500000 Penalty: 5293.689941
	Iteration 25Q: 3 clusters Score -5618068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -5618070.000000 Penalty: 5293.689941
	Iteration 26Q: 3 clusters Score -5618070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -5618072.500000 Penalty: 5293.689941
	Iteration 27Q: 3 clusters Score -5618072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -5618080.500000 Penalty: 5293.689941
	Iteration 28Q: 3 clusters Score -5618080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -5618099.000000 Penalty: 5293.689941
	Iteration 29Q: 3 clusters Score -5618099 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -5618104.000000 Penalty: 5293.689941
	Iteration 30Q: 3 clusters Score -5618104 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -5618120.000000 Penalty: 5293.689941
	Iteration 31Q: 3 clusters Score -5618120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -5618139.500000 Penalty: 5293.689941
	Iteration 32Q: 3 clusters Score -5618140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -5618154.500000 Penalty: 5293.689941
	Iteration 33Q: 3 clusters Score -5618154 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -5618151.000000 Penalty: 5293.689941
	Iteration 34Q: 3 clusters Score -5618151 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -5618179.000000 Penalty: 5293.689941
	Iteration 35Q: 3 clusters Score -5618179 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -5618170.000000 Penalty: 5293.689941
	Iteration 36Q: 3 clusters Score -5618170 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5618189.500000 Penalty: 5293.689941
	Iteration 37Q: 3 clusters Score -5618190 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -5618222.500000 Penalty: 5293.689941
	Iteration 38Q: 3 clusters Score -5618222 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -5618255.500000 Penalty: 5293.689941
	Iteration 39Q: 3 clusters Score -5618256 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5618318.500000 Penalty: 5293.689941
	Iteration 40F: 3 clusters Score -5618318 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -5618466.500000 Penalty: 5293.689941
	Iteration 41Q: 3 clusters Score -5618466 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -5618577.500000 Penalty: 5293.689941
	Iteration 42Q: 3 clusters Score -5618578 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5618768.000000 Penalty: 5293.689941
	Iteration 43Q: 3 clusters Score -5618768 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -5619032.000000 Penalty: 5293.689941
	Iteration 44Q: 3 clusters Score -5619032 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -5619415.000000 Penalty: 5293.689941
	Iteration 45Q: 3 clusters Score -5619415 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5619953.000000 Penalty: 5293.689941
	Iteration 46Q: 3 clusters Score -5619953 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5620524.500000 Penalty: 5293.689941
	Iteration 47Q: 3 clusters Score -5620524 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -5621177.000000 Penalty: 5293.689941
	Iteration 48Q: 3 clusters Score -5621177 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -5621870.000000 Penalty: 5293.689941
	Iteration 49Q: 3 clusters Score -5621870 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -5622462.500000 Penalty: 5293.689941
	Iteration 50Q: 3 clusters Score -5622462 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -5622968.000000 Penalty: 5293.689941
	Iteration 51Q: 3 clusters Score -5622968 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -5623285.000000 Penalty: 5293.689941
	Iteration 52Q: 3 clusters Score -5623285 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5623386.500000 Penalty: 5293.689941
	Iteration 53Q: 3 clusters Score -5623386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -5623462.500000 Penalty: 5293.689941
	Iteration 54Q: 3 clusters Score -5623462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -5623506.500000 Penalty: 5293.689941
	Iteration 55Q: 3 clusters Score -5623506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -5623513.000000 Penalty: 5293.689941
	Iteration 56Q: 3 clusters Score -5623513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5623526.500000 Penalty: 5293.689941
	Iteration 57Q: 3 clusters Score -5623526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -5623545.500000 Penalty: 5293.689941
	Iteration 58Q: 3 clusters Score -5623546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5623548.000000 Penalty: 5293.689941
	Iteration 59Q: 3 clusters Score -5623548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5623568.000000 Penalty: 5293.689941
	Iteration 60F: 3 clusters Score -5623568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5623586.500000 Penalty: 5293.689941
	Iteration 61Q: 3 clusters Score -5623586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -5623599.500000 Penalty: 5293.689941
	Iteration 62Q: 3 clusters Score -5623600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5623595.500000 Penalty: 5293.689941
	Iteration 63Q: 3 clusters Score -5623596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -5623603.000000 Penalty: 5293.689941
	Iteration 64Q: 3 clusters Score -5623603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -5623605.000000 Penalty: 5293.689941
	Iteration 65Q: 3 clusters Score -5623605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -5623626.500000 Penalty: 5293.689941
	Iteration 66Q: 3 clusters Score -5623626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5623635.000000 Penalty: 5293.689941
	Iteration 67Q: 3 clusters Score -5623635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5623634.000000 Penalty: 5293.689941
	Iteration 68Q: 3 clusters Score -5623634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -5623643.500000 Penalty: 5293.689941
	Iteration 69Q: 3 clusters Score -5623644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -5623634.500000 Penalty: 5293.689941
	Iteration 70Q: 3 clusters Score -5623634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -5623636.500000 Penalty: 5293.689941
	Iteration 71Q: 3 clusters Score -5623636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -5623650.500000 Penalty: 5293.689941
	Iteration 72Q: 3 clusters Score -5623650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5623657.500000 Penalty: 5293.689941
	Iteration 73Q: 3 clusters Score -5623658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -5623646.500000 Penalty: 5293.689941
	Iteration 74Q: 3 clusters Score -5623646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -5623668.000000 Penalty: 5293.689941
	Iteration 75Q: 3 clusters Score -5623668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5623670.000000 Penalty: 5293.689941
	Iteration 76Q: 3 clusters Score -5623670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5623675.000000 Penalty: 5293.689941
	Iteration 77Q: 3 clusters Score -5623675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -5623681.500000 Penalty: 5293.689941
	Iteration 78Q: 3 clusters Score -5623682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -5623692.000000 Penalty: 5293.689941
	Iteration 79Q: 3 clusters Score -5623692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -5623698.000000 Penalty: 5293.689941
	Iteration 80F: 3 clusters Score -5623698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -5623691.000000 Penalty: 5293.689941
	Iteration 81Q: 3 clusters Score -5623691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -5623696.500000 Penalty: 5293.689941
	Iteration 82Q: 3 clusters Score -5623696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5623701.000000 Penalty: 5293.689941
	Iteration 83Q: 3 clusters Score -5623701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5623703.000000 Penalty: 5293.689941
	Iteration 84Q: 3 clusters Score -5623703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -5623701.000000 Penalty: 5293.689941
	Iteration 85Q: 3 clusters Score -5623701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5623701.000000 Penalty: 5293.689941
	Iteration 86Q: 3 clusters Score -5623701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -5623699.500000 Penalty: 5293.689941
	Iteration 87Q: 3 clusters Score -5623700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5623695.500000 Penalty: 5293.689941
	Iteration 88Q: 3 clusters Score -5623696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -5623695.000000 Penalty: 5293.689941
	Iteration 89Q: 3 clusters Score -5623695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -5623695.500000 Penalty: 5293.689941
	Iteration 90Q: 3 clusters Score -5623696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -5623695.500000 Penalty: 5293.689941
	Iteration 91Q: 3 clusters Score -5623696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -5623701.000000 Penalty: 5293.689941
	Iteration 92Q: 3 clusters Score -5623701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -5623701.000000 Penalty: 5293.689941
	Iteration 93F: 3 clusters Score -5623701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Entering Unmasked Estep 
Score: -3916977.500000 Penalty: 2546.857666
	Iteration 0F: 2 clusters Score -3916978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3897140.750000 Penalty: 5093.715332
	Iteration 0F: 3 clusters Score -3897141 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3904183.750000 Penalty: 5093.715332
	Iteration 1F: 3 clusters Score -3904184 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3904580.750000 Penalty: 5093.715332
	Iteration 2Q: 3 clusters Score -3904581 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3904836.000000 Penalty: 5093.715332
	Iteration 3Q: 3 clusters Score -3904836 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3905058.250000 Penalty: 5093.715332
	Iteration 4Q: 3 clusters Score -3905058 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3905224.000000 Penalty: 5093.715332
	Iteration 5Q: 3 clusters Score -3905224 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3905387.250000 Penalty: 5093.715332
	Iteration 6Q: 3 clusters Score -3905387 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3905544.750000 Penalty: 5093.715332
	Iteration 7Q: 3 clusters Score -3905545 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3905735.500000 Penalty: 5093.715332
	Iteration 8Q: 3 clusters Score -3905736 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3905976.000000 Penalty: 5093.715332
	Iteration 9Q: 3 clusters Score -3905976 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3906290.250000 Penalty: 5093.715332
	Iteration 10Q: 3 clusters Score -3906290 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3906624.750000 Penalty: 5093.715332
	Iteration 11Q: 3 clusters Score -3906625 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3907151.750000 Penalty: 5093.715332
	Iteration 12Q: 3 clusters Score -3907152 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3907930.500000 Penalty: 5093.715332
	Iteration 13Q: 3 clusters Score -3907930 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3909005.750000 Penalty: 5093.715332
	Iteration 14F: 3 clusters Score -3909006 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3910399.000000 Penalty: 5093.715332
	Iteration 15F: 3 clusters Score -3910399 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3911748.250000 Penalty: 5093.715332
	Iteration 16F: 3 clusters Score -3911748 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3912608.000000 Penalty: 5093.715332
	Iteration 17Q: 3 clusters Score -3912608 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3913006.250000 Penalty: 5093.715332
	Iteration 18Q: 3 clusters Score -3913006 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3913210.000000 Penalty: 5093.715332
	Iteration 19Q: 3 clusters Score -3913210 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3913345.000000 Penalty: 5093.715332
	Iteration 20F: 3 clusters Score -3913345 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3913435.000000 Penalty: 5093.715332
	Iteration 21Q: 3 clusters Score -3913435 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3913533.000000 Penalty: 5093.715332
	Iteration 22Q: 3 clusters Score -3913533 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3913615.250000 Penalty: 5093.715332
	Iteration 23Q: 3 clusters Score -3913615 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -3913657.500000 Penalty: 5093.715332
	Iteration 24Q: 3 clusters Score -3913658 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3913700.750000 Penalty: 5093.715332
	Iteration 25Q: 3 clusters Score -3913701 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3913743.500000 Penalty: 5093.715332
	Iteration 26Q: 3 clusters Score -3913744 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3913778.000000 Penalty: 5093.715332
	Iteration 27Q: 3 clusters Score -3913778 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3913815.750000 Penalty: 5093.715332
	Iteration 28Q: 3 clusters Score -3913816 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -3913838.500000 Penalty: 5093.715332
	Iteration 29Q: 3 clusters Score -3913838 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3913856.250000 Penalty: 5093.715332
	Iteration 30Q: 3 clusters Score -3913856 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3913876.750000 Penalty: 5093.715332
	Iteration 31Q: 3 clusters Score -3913877 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3913889.750000 Penalty: 5093.715332
	Iteration 32Q: 3 clusters Score -3913890 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3913920.000000 Penalty: 5093.715332
	Iteration 33Q: 3 clusters Score -3913920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -3913944.250000 Penalty: 5093.715332
	Iteration 34Q: 3 clusters Score -3913944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3913966.000000 Penalty: 5093.715332
	Iteration 35Q: 3 clusters Score -3913966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3913994.500000 Penalty: 5093.715332
	Iteration 36Q: 3 clusters Score -3913994 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3914006.750000 Penalty: 5093.715332
	Iteration 37Q: 3 clusters Score -3914007 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3914028.500000 Penalty: 5093.715332
	Iteration 38Q: 3 clusters Score -3914028 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3914037.000000 Penalty: 5093.715332
	Iteration 39Q: 3 clusters Score -3914037 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3914054.000000 Penalty: 5093.715332
	Iteration 40F: 3 clusters Score -3914054 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3914095.750000 Penalty: 5093.715332
	Iteration 41Q: 3 clusters Score -3914096 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3914119.500000 Penalty: 5093.715332
	Iteration 42Q: 3 clusters Score -3914120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3914149.000000 Penalty: 5093.715332
	Iteration 43Q: 3 clusters Score -3914149 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3914175.000000 Penalty: 5093.715332
	Iteration 44Q: 3 clusters Score -3914175 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3914205.500000 Penalty: 5093.715332
	Iteration 45Q: 3 clusters Score -3914206 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3914225.000000 Penalty: 5093.715332
	Iteration 46Q: 3 clusters Score -3914225 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3914235.750000 Penalty: 5093.715332
	Iteration 47Q: 3 clusters Score -3914236 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3914269.750000 Penalty: 5093.715332
	Iteration 48Q: 3 clusters Score -3914270 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3914286.250000 Penalty: 5093.715332
	Iteration 49Q: 3 clusters Score -3914286 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3914307.250000 Penalty: 5093.715332
	Iteration 50Q: 3 clusters Score -3914307 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3914337.000000 Penalty: 5093.715332
	Iteration 51Q: 3 clusters Score -3914337 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3914397.000000 Penalty: 5093.715332
	Iteration 52Q: 3 clusters Score -3914397 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3914436.250000 Penalty: 5093.715332
	Iteration 53Q: 3 clusters Score -3914436 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3914468.250000 Penalty: 5093.715332
	Iteration 54Q: 3 clusters Score -3914468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3914510.250000 Penalty: 5093.715332
	Iteration 55Q: 3 clusters Score -3914510 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3914534.000000 Penalty: 5093.715332
	Iteration 56Q: 3 clusters Score -3914534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3914570.000000 Penalty: 5093.715332
	Iteration 57Q: 3 clusters Score -3914570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3914586.750000 Penalty: 5093.715332
	Iteration 58Q: 3 clusters Score -3914587 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3914606.250000 Penalty: 5093.715332
	Iteration 59Q: 3 clusters Score -3914606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3914622.500000 Penalty: 5093.715332
	Iteration 60F: 3 clusters Score -3914622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3914631.500000 Penalty: 5093.715332
	Iteration 61Q: 3 clusters Score -3914632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3914650.500000 Penalty: 5093.715332
	Iteration 62Q: 3 clusters Score -3914650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3914662.750000 Penalty: 5093.715332
	Iteration 63Q: 3 clusters Score -3914663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3914668.000000 Penalty: 5093.715332
	Iteration 64Q: 3 clusters Score -3914668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3914681.000000 Penalty: 5093.715332
	Iteration 65Q: 3 clusters Score -3914681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3914698.000000 Penalty: 5093.715332
	Iteration 66Q: 3 clusters Score -3914698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3914710.750000 Penalty: 5093.715332
	Iteration 67Q: 3 clusters Score -3914711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3914729.250000 Penalty: 5093.715332
	Iteration 68Q: 3 clusters Score -3914729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3914734.750000 Penalty: 5093.715332
	Iteration 69Q: 3 clusters Score -3914735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3914739.500000 Penalty: 5093.715332
	Iteration 70Q: 3 clusters Score -3914740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3914750.750000 Penalty: 5093.715332
	Iteration 71Q: 3 clusters Score -3914751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3914755.500000 Penalty: 5093.715332
	Iteration 72Q: 3 clusters Score -3914756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3914765.000000 Penalty: 5093.715332
	Iteration 73Q: 3 clusters Score -3914765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3914767.250000 Penalty: 5093.715332
	Iteration 74Q: 3 clusters Score -3914767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3914775.250000 Penalty: 5093.715332
	Iteration 75Q: 3 clusters Score -3914775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3914777.750000 Penalty: 5093.715332
	Iteration 76Q: 3 clusters Score -3914778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3914777.750000 Penalty: 5093.715332
	Iteration 77Q: 3 clusters Score -3914778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3914786.000000 Penalty: 5093.715332
	Iteration 78Q: 3 clusters Score -3914786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3914791.000000 Penalty: 5093.715332
	Iteration 79Q: 3 clusters Score -3914791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3914802.000000 Penalty: 5093.715332
	Iteration 80F: 3 clusters Score -3914802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3914799.250000 Penalty: 5093.715332
	Iteration 81Q: 3 clusters Score -3914799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3914803.000000 Penalty: 5093.715332
	Iteration 82Q: 3 clusters Score -3914803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3914801.500000 Penalty: 5093.715332
	Iteration 83Q: 3 clusters Score -3914802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3914808.500000 Penalty: 5093.715332
	Iteration 84Q: 3 clusters Score -3914808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3914812.750000 Penalty: 5093.715332
	Iteration 85Q: 3 clusters Score -3914813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3914815.000000 Penalty: 5093.715332
	Iteration 86Q: 3 clusters Score -3914815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3914816.250000 Penalty: 5093.715332
	Iteration 87Q: 3 clusters Score -3914816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3914815.250000 Penalty: 5093.715332
	Iteration 88Q: 3 clusters Score -3914815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3914818.250000 Penalty: 5093.715332
	Iteration 89Q: 3 clusters Score -3914818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3914814.000000 Penalty: 5093.715332
	Iteration 90Q: 3 clusters Score -3914814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3914814.000000 Penalty: 5093.715332
	Iteration 91F: 3 clusters Score -3914814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -136657.171875 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -136657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -134655.750000 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -134655.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135060.421875 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -135060.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135234.906250 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -135234.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -135429.718750 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -135429.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -135639.234375 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -135639.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135878.906250 Penalty: 3470.354004
	Iteration 5F: 3 clusters Score -135878.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136107.828125 Penalty: 3470.354004
	Iteration 6F: 3 clusters Score -136107.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136291.671875 Penalty: 3470.354004
	Iteration 7F: 3 clusters Score -136291.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -136386.671875 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -136386.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -136456.687500 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -136456.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -136507.687500 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -136507.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -136575.390625 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -136575.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -136681.453125 Penalty: 3470.354004
	Iteration 12Q: 3 clusters Score -136681.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -136780.937500 Penalty: 3470.354004
	Iteration 13Q: 3 clusters Score -136780.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -136912.562500 Penalty: 3470.354004
	Iteration 14Q: 3 clusters Score -136912.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137086.296875 Penalty: 3470.354004
	Iteration 15Q: 3 clusters Score -137086.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -137168.609375 Penalty: 3470.354004
	Iteration 16Q: 3 clusters Score -137168.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137235.843750 Penalty: 3470.354004
	Iteration 17Q: 3 clusters Score -137235.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -137291.437500 Penalty: 3470.354004
	Iteration 18Q: 3 clusters Score -137291.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -137379.015625 Penalty: 3470.354004
	Iteration 19Q: 3 clusters Score -137379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -137623.718750 Penalty: 3470.354004
	Iteration 20F: 3 clusters Score -137623.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -137818.343750 Penalty: 3470.354004
	Iteration 21Q: 3 clusters Score -137818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -137822.062500 Penalty: 3470.354004
	Iteration 22Q: 3 clusters Score -137822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -137826.109375 Penalty: 3470.354004
	Iteration 23Q: 3 clusters Score -137826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -137829.562500 Penalty: 3470.354004
	Iteration 24Q: 3 clusters Score -137829.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -137829.562500 Penalty: 3470.354004
	Iteration 25F: 3 clusters Score -137829.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156980 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167449 members 
Mstep: Class 6 contains 61358 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188068 members 
Mstep: Class 9 contains 17472 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30997 members 
Mstep: Class 16 contains 172943 members 
Mstep: Class 17 contains 173562 members 
Mstep: Class 18 contains 18591 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43164 members 
Mstep: Class 21 contains 28842 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Mstep: Class 25 contains 752 members 
Entering Unmasked Estep 
Score: -144353584.000000 Penalty: 86221.867188
Splitting cluster 22 changes total score from -144354144.000000 to -144353584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -127405.515625 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -127405.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -125454.617188 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -125454.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125767.359375 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -125767.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125945.937500 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -125945.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126099.554688 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -126099.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126214.609375 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -126214.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -126299.062500 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -126299.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -126362.632812 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -126362.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -126444.023438 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -126444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -126606.335938 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -126606.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -126742.437500 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -126742.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -126822.171875 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -126822.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126863.046875 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -126863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126901.062500 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -126901.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126925.156250 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -126925.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126938.023438 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -126938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126945.640625 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -126945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126953.335938 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -126953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126962.007812 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -126962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126966.406250 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -126966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -126969.546875 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -126969.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126981.562500 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -126981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -127007.921875 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -127007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127025.312500 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -127025.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127042.062500 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -127042.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127056.765625 Penalty: 3444.745361
	Iteration 24Q: 3 clusters Score -127056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127065.781250 Penalty: 3444.745361
	Iteration 25Q: 3 clusters Score -127065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -127071.890625 Penalty: 3444.745361
	Iteration 26Q: 3 clusters Score -127071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127078.617188 Penalty: 3444.745361
	Iteration 27Q: 3 clusters Score -127078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127089.031250 Penalty: 3444.745361
	Iteration 28Q: 3 clusters Score -127089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -127092.390625 Penalty: 3444.745361
	Iteration 29Q: 3 clusters Score -127092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -127095.445312 Penalty: 3444.745361
	Iteration 30Q: 3 clusters Score -127095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127104.710938 Penalty: 3444.745361
	Iteration 31Q: 3 clusters Score -127104.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127116.773438 Penalty: 3444.745361
	Iteration 32Q: 3 clusters Score -127116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -127122.289062 Penalty: 3444.745361
	Iteration 33Q: 3 clusters Score -127122.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -127127.289062 Penalty: 3444.745361
	Iteration 34Q: 3 clusters Score -127127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127130.640625 Penalty: 3444.745361
	Iteration 35Q: 3 clusters Score -127130.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127130.640625 Penalty: 3444.745361
	Iteration 36F: 3 clusters Score -127130.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -168494.281250 Penalty: 1796.568359
	Iteration 0F: 2 clusters Score -168494.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -166372.703125 Penalty: 3593.136719
	Iteration 0F: 3 clusters Score -166372.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -166891.390625 Penalty: 3593.136719
	Iteration 1F: 3 clusters Score -166891.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -167056.421875 Penalty: 3593.136719
	Iteration 2F: 3 clusters Score -167056.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167207.093750 Penalty: 3593.136719
	Iteration 3Q: 3 clusters Score -167207.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -167316.250000 Penalty: 3593.136719
	Iteration 4Q: 3 clusters Score -167316.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -167400.921875 Penalty: 3593.136719
	Iteration 5Q: 3 clusters Score -167400.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -167470.109375 Penalty: 3593.136719
	Iteration 6Q: 3 clusters Score -167470.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -167522.031250 Penalty: 3593.136719
	Iteration 7Q: 3 clusters Score -167522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -167565.609375 Penalty: 3593.136719
	Iteration 8Q: 3 clusters Score -167565.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -167594.968750 Penalty: 3593.136719
	Iteration 9Q: 3 clusters Score -167595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -167621.062500 Penalty: 3593.136719
	Iteration 10Q: 3 clusters Score -167621.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -167646.046875 Penalty: 3593.136719
	Iteration 11Q: 3 clusters Score -167646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -167667.734375 Penalty: 3593.136719
	Iteration 12Q: 3 clusters Score -167667.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -167688.031250 Penalty: 3593.136719
	Iteration 13Q: 3 clusters Score -167688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -167703.671875 Penalty: 3593.136719
	Iteration 14Q: 3 clusters Score -167703.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -167715.406250 Penalty: 3593.136719
	Iteration 15Q: 3 clusters Score -167715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -167720.718750 Penalty: 3593.136719
	Iteration 16Q: 3 clusters Score -167720.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167725.250000 Penalty: 3593.136719
	Iteration 17Q: 3 clusters Score -167725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -167726.312500 Penalty: 3593.136719
	Iteration 18Q: 3 clusters Score -167726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -167727.687500 Penalty: 3593.136719
	Iteration 19Q: 3 clusters Score -167727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -167736.765625 Penalty: 3593.136719
	Iteration 20F: 3 clusters Score -167736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167763.437500 Penalty: 3593.136719
	Iteration 21Q: 3 clusters Score -167763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167768.453125 Penalty: 3593.136719
	Iteration 22Q: 3 clusters Score -167768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -167770.390625 Penalty: 3593.136719
	Iteration 23Q: 3 clusters Score -167770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -167775.609375 Penalty: 3593.136719
	Iteration 24Q: 3 clusters Score -167775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -167780.171875 Penalty: 3593.136719
	Iteration 25Q: 3 clusters Score -167780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -167782.875000 Penalty: 3593.136719
	Iteration 26Q: 3 clusters Score -167782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -167785.609375 Penalty: 3593.136719
	Iteration 27Q: 3 clusters Score -167785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -167788.531250 Penalty: 3593.136719
	Iteration 28Q: 3 clusters Score -167788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -167790.484375 Penalty: 3593.136719
	Iteration 29Q: 3 clusters Score -167790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -167790.484375 Penalty: 3593.136719
	Iteration 30F: 3 clusters Score -167790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156980 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167449 members 
Mstep: Class 6 contains 61358 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188068 members 
Mstep: Class 9 contains 17472 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30997 members 
Mstep: Class 16 contains 172943 members 
Mstep: Class 17 contains 173562 members 
Mstep: Class 18 contains 18591 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43164 members 
Mstep: Class 21 contains 28842 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 199Q: 25 clusters Score -1.443542e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156980 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167449 members 
Mstep: Class 6 contains 61359 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 188068 members 
Mstep: Class 9 contains 17471 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30997 members 
Mstep: Class 16 contains 172939 members 
Mstep: Class 17 contains 173565 members 
Mstep: Class 18 contains 18592 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43165 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354176.000000 Penalty: 82772.992188
Iteration 200F: 25 clusters Score -1.443542e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156982 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167448 members 
Mstep: Class 6 contains 61358 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188070 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30996 members 
Mstep: Class 16 contains 172935 members 
Mstep: Class 17 contains 173565 members 
Mstep: Class 18 contains 18595 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43167 members 
Mstep: Class 21 contains 28842 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 201Q: 25 clusters Score -1.443542e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156983 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167447 members 
Mstep: Class 6 contains 61358 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188065 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30994 members 
Mstep: Class 16 contains 172935 members 
Mstep: Class 17 contains 173563 members 
Mstep: Class 18 contains 18602 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43168 members 
Mstep: Class 21 contains 28843 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354160.000000 Penalty: 82772.992188
Iteration 202Q: 25 clusters Score -1.443542e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156978 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167445 members 
Mstep: Class 6 contains 61357 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188062 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30990 members 
Mstep: Class 16 contains 172936 members 
Mstep: Class 17 contains 173562 members 
Mstep: Class 18 contains 18608 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43168 members 
Mstep: Class 21 contains 28844 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354144.000000 Penalty: 82772.992188
Iteration 203Q: 25 clusters Score -1.443541e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156968 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167441 members 
Mstep: Class 6 contains 61355 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188064 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30990 members 
Mstep: Class 16 contains 172941 members 
Mstep: Class 17 contains 173562 members 
Mstep: Class 18 contains 18617 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43168 members 
Mstep: Class 21 contains 28845 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354176.000000 Penalty: 82772.992188
Iteration 204Q: 25 clusters Score -1.443542e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156961 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167438 members 
Mstep: Class 6 contains 61354 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188065 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30989 members 
Mstep: Class 16 contains 172943 members 
Mstep: Class 17 contains 173566 members 
Mstep: Class 18 contains 18621 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43169 members 
Mstep: Class 21 contains 28846 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354208.000000 Penalty: 82772.992188
Iteration 205Q: 25 clusters Score -1.443542e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156963 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167435 members 
Mstep: Class 6 contains 61353 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188063 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30990 members 
Mstep: Class 16 contains 172944 members 
Mstep: Class 17 contains 173566 members 
Mstep: Class 18 contains 18624 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43171 members 
Mstep: Class 21 contains 28847 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354256.000000 Penalty: 82772.992188
Iteration 206Q: 25 clusters Score -1.443543e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156966 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167432 members 
Mstep: Class 6 contains 61353 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188057 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30990 members 
Mstep: Class 16 contains 172942 members 
Mstep: Class 17 contains 173564 members 
Mstep: Class 18 contains 18626 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43172 members 
Mstep: Class 21 contains 28849 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354272.000000 Penalty: 82772.992188
Iteration 207Q: 25 clusters Score -1.443543e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156967 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167428 members 
Mstep: Class 6 contains 61353 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188052 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30990 members 
Mstep: Class 16 contains 172944 members 
Mstep: Class 17 contains 173566 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43172 members 
Mstep: Class 21 contains 28848 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 208Q: 25 clusters Score -1.443542e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156970 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167426 members 
Mstep: Class 6 contains 61354 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188048 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30990 members 
Mstep: Class 16 contains 172941 members 
Mstep: Class 17 contains 173567 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43173 members 
Mstep: Class 21 contains 28849 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 209Q: 25 clusters Score -1.443542e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156974 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167420 members 
Mstep: Class 6 contains 61354 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188049 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30990 members 
Mstep: Class 16 contains 172942 members 
Mstep: Class 17 contains 173567 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43174 members 
Mstep: Class 21 contains 28850 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 210Q: 25 clusters Score -1.443542e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156976 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167416 members 
Mstep: Class 6 contains 61354 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188047 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30991 members 
Mstep: Class 16 contains 172941 members 
Mstep: Class 17 contains 173569 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43176 members 
Mstep: Class 21 contains 28852 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354208.000000 Penalty: 82772.992188
Iteration 211Q: 25 clusters Score -1.443542e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156975 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167409 members 
Mstep: Class 6 contains 61354 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188047 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30994 members 
Mstep: Class 16 contains 172941 members 
Mstep: Class 17 contains 173571 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43176 members 
Mstep: Class 21 contains 28855 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 212Q: 25 clusters Score -1.443541e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156977 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167406 members 
Mstep: Class 6 contains 61353 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188043 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30993 members 
Mstep: Class 16 contains 172943 members 
Mstep: Class 17 contains 173573 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43177 members 
Mstep: Class 21 contains 28856 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354144.000000 Penalty: 82772.992188
Iteration 213Q: 25 clusters Score -1.443541e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 156979 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167405 members 
Mstep: Class 6 contains 61351 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188036 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30993 members 
Mstep: Class 16 contains 172948 members 
Mstep: Class 17 contains 173572 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43180 members 
Mstep: Class 21 contains 28857 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 214Q: 25 clusters Score -1.443542e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 156976 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167409 members 
Mstep: Class 6 contains 61348 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188035 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30993 members 
Mstep: Class 16 contains 172948 members 
Mstep: Class 17 contains 173573 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43180 members 
Mstep: Class 21 contains 28858 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354208.000000 Penalty: 82772.992188
Iteration 215Q: 25 clusters Score -1.443542e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 156976 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167411 members 
Mstep: Class 6 contains 61347 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188034 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30991 members 
Mstep: Class 16 contains 172950 members 
Mstep: Class 17 contains 173573 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43179 members 
Mstep: Class 21 contains 28858 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 216Q: 25 clusters Score -1.443542e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 156980 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167413 members 
Mstep: Class 6 contains 61345 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188022 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2711 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30990 members 
Mstep: Class 16 contains 172952 members 
Mstep: Class 17 contains 173573 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43185 members 
Mstep: Class 21 contains 28858 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354208.000000 Penalty: 82772.992188
Iteration 217Q: 25 clusters Score -1.443542e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 156987 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167411 members 
Mstep: Class 6 contains 61342 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188014 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30985 members 
Mstep: Class 16 contains 172950 members 
Mstep: Class 17 contains 173576 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43189 members 
Mstep: Class 21 contains 28860 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 218Q: 25 clusters Score -1.443542e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 156994 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167408 members 
Mstep: Class 6 contains 61340 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188009 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30982 members 
Mstep: Class 16 contains 172948 members 
Mstep: Class 17 contains 173575 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43194 members 
Mstep: Class 21 contains 28862 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 219Q: 25 clusters Score -1.443542e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 156998 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167407 members 
Mstep: Class 6 contains 61340 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188007 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30979 members 
Mstep: Class 16 contains 172945 members 
Mstep: Class 17 contains 173575 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43199 members 
Mstep: Class 21 contains 28863 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354160.000000 Penalty: 82772.992188
Iteration 220F: 25 clusters Score -1.443542e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 157002 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167403 members 
Mstep: Class 6 contains 61341 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 188000 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172941 members 
Mstep: Class 17 contains 173573 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43208 members 
Mstep: Class 21 contains 28867 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 221Q: 25 clusters Score -1.443542e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 157007 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167404 members 
Mstep: Class 6 contains 61341 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187986 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30977 members 
Mstep: Class 16 contains 172937 members 
Mstep: Class 17 contains 173570 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43222 members 
Mstep: Class 21 contains 28868 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354160.000000 Penalty: 82772.992188
Iteration 222Q: 25 clusters Score -1.443542e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 157009 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167403 members 
Mstep: Class 6 contains 61340 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187979 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30976 members 
Mstep: Class 16 contains 172937 members 
Mstep: Class 17 contains 173568 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43228 members 
Mstep: Class 21 contains 28871 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354176.000000 Penalty: 82772.992188
Iteration 223Q: 25 clusters Score -1.443542e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 157010 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167404 members 
Mstep: Class 6 contains 61341 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187979 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30976 members 
Mstep: Class 16 contains 172935 members 
Mstep: Class 17 contains 173560 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43234 members 
Mstep: Class 21 contains 28872 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 224Q: 25 clusters Score -1.443542e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157010 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167408 members 
Mstep: Class 6 contains 61341 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187977 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30976 members 
Mstep: Class 16 contains 172938 members 
Mstep: Class 17 contains 173554 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43234 members 
Mstep: Class 21 contains 28873 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354208.000000 Penalty: 82772.992188
Iteration 225Q: 25 clusters Score -1.443542e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157007 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167413 members 
Mstep: Class 6 contains 61342 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187976 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30976 members 
Mstep: Class 16 contains 172938 members 
Mstep: Class 17 contains 173550 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43236 members 
Mstep: Class 21 contains 28876 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 226Q: 25 clusters Score -1.443542e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157010 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167413 members 
Mstep: Class 6 contains 61341 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187969 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30975 members 
Mstep: Class 16 contains 172944 members 
Mstep: Class 17 contains 173547 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43239 members 
Mstep: Class 21 contains 28878 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354272.000000 Penalty: 82772.992188
Iteration 227Q: 25 clusters Score -1.443543e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157010 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167416 members 
Mstep: Class 6 contains 61341 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187964 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30974 members 
Mstep: Class 16 contains 172946 members 
Mstep: Class 17 contains 173548 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43240 members 
Mstep: Class 21 contains 28880 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354256.000000 Penalty: 82772.992188
Iteration 228Q: 25 clusters Score -1.443543e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157007 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167417 members 
Mstep: Class 6 contains 61341 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187959 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6562 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30974 members 
Mstep: Class 16 contains 172955 members 
Mstep: Class 17 contains 173550 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43240 members 
Mstep: Class 21 contains 28882 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354272.000000 Penalty: 82772.992188
Iteration 229Q: 25 clusters Score -1.443543e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157008 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167418 members 
Mstep: Class 6 contains 61341 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187957 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30974 members 
Mstep: Class 16 contains 172958 members 
Mstep: Class 17 contains 173549 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43240 members 
Mstep: Class 21 contains 28883 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354272.000000 Penalty: 82772.992188
Iteration 230Q: 25 clusters Score -1.443543e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157008 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167418 members 
Mstep: Class 6 contains 61340 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187954 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30974 members 
Mstep: Class 16 contains 172959 members 
Mstep: Class 17 contains 173550 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43240 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354256.000000 Penalty: 82772.992188
Iteration 231Q: 25 clusters Score -1.443543e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157008 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167416 members 
Mstep: Class 6 contains 61340 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187953 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30974 members 
Mstep: Class 16 contains 172960 members 
Mstep: Class 17 contains 173550 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43240 members 
Mstep: Class 21 contains 28887 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 232Q: 25 clusters Score -1.443542e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157009 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167416 members 
Mstep: Class 6 contains 61340 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187955 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30974 members 
Mstep: Class 16 contains 172960 members 
Mstep: Class 17 contains 173549 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43240 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 233Q: 25 clusters Score -1.443542e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157009 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167415 members 
Mstep: Class 6 contains 61339 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187954 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30975 members 
Mstep: Class 16 contains 172960 members 
Mstep: Class 17 contains 173548 members 
Mstep: Class 18 contains 18629 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43241 members 
Mstep: Class 21 contains 28886 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354208.000000 Penalty: 82772.992188
Iteration 234Q: 25 clusters Score -1.443542e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157007 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167415 members 
Mstep: Class 6 contains 61339 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 187952 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30977 members 
Mstep: Class 16 contains 172961 members 
Mstep: Class 17 contains 173548 members 
Mstep: Class 18 contains 18631 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43241 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 235Q: 25 clusters Score -1.443542e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157006 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167416 members 
Mstep: Class 6 contains 61338 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187952 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30977 members 
Mstep: Class 16 contains 172961 members 
Mstep: Class 17 contains 173548 members 
Mstep: Class 18 contains 18632 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43242 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 236Q: 25 clusters Score -1.443542e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157003 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167418 members 
Mstep: Class 6 contains 61337 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187955 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30977 members 
Mstep: Class 16 contains 172962 members 
Mstep: Class 17 contains 173545 members 
Mstep: Class 18 contains 18634 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43242 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 237Q: 25 clusters Score -1.443542e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157002 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167418 members 
Mstep: Class 6 contains 61336 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187958 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30977 members 
Mstep: Class 16 contains 172961 members 
Mstep: Class 17 contains 173543 members 
Mstep: Class 18 contains 18637 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43243 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354160.000000 Penalty: 82772.992188
Iteration 238Q: 25 clusters Score -1.443542e+08 nChanged 18
Entering ConstructFrom: 
Score: -144354160.000000 Penalty: 82772.992188
Entering ConstructFrom: 
Trying to split cluster 1 (5675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Entering Unmasked Estep 
Score: -788402.437500 Penalty: 2143.668701
	Iteration 0F: 2 clusters Score -788402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -783416.562500 Penalty: 4287.337402
	Iteration 0F: 3 clusters Score -783416.6 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -784542.187500 Penalty: 4287.337402
	Iteration 1F: 3 clusters Score -784542.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -784726.437500 Penalty: 4287.337402
	Iteration 2F: 3 clusters Score -784726.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -784863.375000 Penalty: 4287.337402
	Iteration 3Q: 3 clusters Score -784863.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -784951.312500 Penalty: 4287.337402
	Iteration 4Q: 3 clusters Score -784951.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -785030.125000 Penalty: 4287.337402
	Iteration 5Q: 3 clusters Score -785030.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -785095.250000 Penalty: 4287.337402
	Iteration 6Q: 3 clusters Score -785095.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -785141.125000 Penalty: 4287.337402
	Iteration 7Q: 3 clusters Score -785141.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -785178.937500 Penalty: 4287.337402
	Iteration 8Q: 3 clusters Score -785178.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -785218.937500 Penalty: 4287.337402
	Iteration 9Q: 3 clusters Score -785218.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -785260.375000 Penalty: 4287.337402
	Iteration 10Q: 3 clusters Score -785260.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -785299.687500 Penalty: 4287.337402
	Iteration 11Q: 3 clusters Score -785299.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -785331.750000 Penalty: 4287.337402
	Iteration 12Q: 3 clusters Score -785331.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -785371.687500 Penalty: 4287.337402
	Iteration 13Q: 3 clusters Score -785371.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -785408.500000 Penalty: 4287.337402
	Iteration 14Q: 3 clusters Score -785408.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -785452.375000 Penalty: 4287.337402
	Iteration 15Q: 3 clusters Score -785452.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -785505.000000 Penalty: 4287.337402
	Iteration 16Q: 3 clusters Score -785505 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -785567.750000 Penalty: 4287.337402
	Iteration 17Q: 3 clusters Score -785567.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -785636.750000 Penalty: 4287.337402
	Iteration 18Q: 3 clusters Score -785636.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -785706.625000 Penalty: 4287.337402
	Iteration 19Q: 3 clusters Score -785706.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -785779.375000 Penalty: 4287.337402
	Iteration 20F: 3 clusters Score -785779.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -785843.500000 Penalty: 4287.337402
	Iteration 21Q: 3 clusters Score -785843.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -785902.375000 Penalty: 4287.337402
	Iteration 22Q: 3 clusters Score -785902.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -785975.562500 Penalty: 4287.337402
	Iteration 23Q: 3 clusters Score -785975.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -786049.562500 Penalty: 4287.337402
	Iteration 24Q: 3 clusters Score -786049.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -786119.812500 Penalty: 4287.337402
	Iteration 25Q: 3 clusters Score -786119.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -786184.312500 Penalty: 4287.337402
	Iteration 26Q: 3 clusters Score -786184.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -786234.312500 Penalty: 4287.337402
	Iteration 27Q: 3 clusters Score -786234.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -786261.125000 Penalty: 4287.337402
	Iteration 28Q: 3 clusters Score -786261.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -786283.750000 Penalty: 4287.337402
	Iteration 29Q: 3 clusters Score -786283.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -786314.375000 Penalty: 4287.337402
	Iteration 30Q: 3 clusters Score -786314.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -786339.687500 Penalty: 4287.337402
	Iteration 31Q: 3 clusters Score -786339.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -786367.312500 Penalty: 4287.337402
	Iteration 32Q: 3 clusters Score -786367.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -786386.062500 Penalty: 4287.337402
	Iteration 33Q: 3 clusters Score -786386.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -786405.812500 Penalty: 4287.337402
	Iteration 34Q: 3 clusters Score -786405.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -786423.375000 Penalty: 4287.337402
	Iteration 35Q: 3 clusters Score -786423.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -786432.125000 Penalty: 4287.337402
	Iteration 36Q: 3 clusters Score -786432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -786437.187500 Penalty: 4287.337402
	Iteration 37Q: 3 clusters Score -786437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -786438.062500 Penalty: 4287.337402
	Iteration 38Q: 3 clusters Score -786438.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -786441.875000 Penalty: 4287.337402
	Iteration 39Q: 3 clusters Score -786441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -786450.062500 Penalty: 4287.337402
	Iteration 40F: 3 clusters Score -786450.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -786457.500000 Penalty: 4287.337402
	Iteration 41Q: 3 clusters Score -786457.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -786461.312500 Penalty: 4287.337402
	Iteration 42Q: 3 clusters Score -786461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -786471.062500 Penalty: 4287.337402
	Iteration 43Q: 3 clusters Score -786471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -786473.750000 Penalty: 4287.337402
	Iteration 44Q: 3 clusters Score -786473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -786478.000000 Penalty: 4287.337402
	Iteration 45Q: 3 clusters Score -786478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -786481.562500 Penalty: 4287.337402
	Iteration 46Q: 3 clusters Score -786481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -786481.937500 Penalty: 4287.337402
	Iteration 47Q: 3 clusters Score -786481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -786481.937500 Penalty: 4287.337402
	Iteration 48F: 3 clusters Score -786481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -288048.812500 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -288048.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -285241.937500 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -285241.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -285767.187500 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -285767.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -285912.156250 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -285912.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -286010.062500 Penalty: 3830.886963
	Iteration 3Q: 3 clusters Score -286010.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -286069.656250 Penalty: 3830.886963
	Iteration 4Q: 3 clusters Score -286069.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -286116.000000 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -286116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -286153.843750 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -286153.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -286185.812500 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -286185.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -286213.218750 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -286213.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -286242.093750 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -286242.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -286264.250000 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -286264.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -286294.156250 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -286294.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -286322.812500 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -286322.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286348.718750 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -286348.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -286362.750000 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -286362.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -286373.375000 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -286373.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -286383.406250 Penalty: 3830.886963
	Iteration 16Q: 3 clusters Score -286383.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -286390.593750 Penalty: 3830.886963
	Iteration 17Q: 3 clusters Score -286390.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -286396.531250 Penalty: 3830.886963
	Iteration 18Q: 3 clusters Score -286396.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -286399.437500 Penalty: 3830.886963
	Iteration 19Q: 3 clusters Score -286399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -286400.812500 Penalty: 3830.886963
	Iteration 20F: 3 clusters Score -286400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -286401.625000 Penalty: 3830.886963
	Iteration 21Q: 3 clusters Score -286401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -286402.062500 Penalty: 3830.886963
	Iteration 22Q: 3 clusters Score -286402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -286402.687500 Penalty: 3830.886963
	Iteration 23Q: 3 clusters Score -286402.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -286402.687500 Penalty: 3830.886963
	Iteration 24F: 3 clusters Score -286402.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (156997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156997 members 
Entering Unmasked Estep 
Score: -21058056.000000 Penalty: 2967.067383
	Iteration 0F: 2 clusters Score -2.105806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -20953828.000000 Penalty: 5934.134766
	Iteration 0F: 3 clusters Score -2.095383e+07 nChanged 75017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83084 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -20997742.000000 Penalty: 5934.134766
	Iteration 1F: 3 clusters Score -2.099774e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -20998936.000000 Penalty: 5934.134766
	Iteration 2Q: 3 clusters Score -2.099894e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -21000516.000000 Penalty: 5934.134766
	Iteration 3Q: 3 clusters Score -2.100052e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 61644 members 
Entering Unmasked Estep 
Score: -21003456.000000 Penalty: 5934.134766
	Iteration 4Q: 3 clusters Score -2.100346e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -21008594.000000 Penalty: 5934.134766
	Iteration 5F: 3 clusters Score -2.100859e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115117 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -21017044.000000 Penalty: 5934.134766
	Iteration 6F: 3 clusters Score -2.101704e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128180 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -21028568.000000 Penalty: 5934.134766
	Iteration 7F: 3 clusters Score -2.102857e+07 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140750 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -21040566.000000 Penalty: 5934.134766
	Iteration 8F: 3 clusters Score -2.104057e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -21048896.000000 Penalty: 5934.134766
	Iteration 9F: 3 clusters Score -2.10489e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -21052942.000000 Penalty: 5934.134766
	Iteration 10Q: 3 clusters Score -2.105294e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155808 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -21054548.000000 Penalty: 5934.134766
	Iteration 11Q: 3 clusters Score -2.105455e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -21055052.000000 Penalty: 5934.134766
	Iteration 12Q: 3 clusters Score -2.105505e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156620 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21055252.000000 Penalty: 5934.134766
	Iteration 13Q: 3 clusters Score -2.105525e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21055328.000000 Penalty: 5934.134766
	Iteration 14Q: 3 clusters Score -2.105533e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156711 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21055402.000000 Penalty: 5934.134766
	Iteration 15Q: 3 clusters Score -2.10554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156722 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21055454.000000 Penalty: 5934.134766
	Iteration 16Q: 3 clusters Score -2.105545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156733 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21055456.000000 Penalty: 5934.134766
	Iteration 17Q: 3 clusters Score -2.105546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156735 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21055458.000000 Penalty: 5934.134766
	Iteration 18Q: 3 clusters Score -2.105546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156735 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21055460.000000 Penalty: 5934.134766
	Iteration 19Q: 3 clusters Score -2.105546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156736 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21055468.000000 Penalty: 5934.134766
	Iteration 20F: 3 clusters Score -2.105547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21055478.000000 Penalty: 5934.134766
	Iteration 21Q: 3 clusters Score -2.105548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21055482.000000 Penalty: 5934.134766
	Iteration 22Q: 3 clusters Score -2.105548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156737 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21055482.000000 Penalty: 5934.134766
	Iteration 23Q: 3 clusters Score -2.105548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21055492.000000 Penalty: 5934.134766
	Iteration 24Q: 3 clusters Score -2.105549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21055492.000000 Penalty: 5934.134766
	Iteration 25F: 3 clusters Score -2.105549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -144980.015625 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -144980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -142940.031250 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -142940 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143227.359375 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -143227.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -143311.062500 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -143311.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143343.734375 Penalty: 3479.347900
	Iteration 3Q: 3 clusters Score -143343.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -143356.109375 Penalty: 3479.347900
	Iteration 4Q: 3 clusters Score -143356.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -143373.890625 Penalty: 3479.347900
	Iteration 5Q: 3 clusters Score -143373.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143390.328125 Penalty: 3479.347900
	Iteration 6Q: 3 clusters Score -143390.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143396.406250 Penalty: 3479.347900
	Iteration 7Q: 3 clusters Score -143396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143399.328125 Penalty: 3479.347900
	Iteration 8Q: 3 clusters Score -143399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -143400.531250 Penalty: 3479.347900
	Iteration 9Q: 3 clusters Score -143400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -143401.156250 Penalty: 3479.347900
	Iteration 10Q: 3 clusters Score -143401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -143401.406250 Penalty: 3479.347900
	Iteration 11Q: 3 clusters Score -143401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -143401.406250 Penalty: 3479.347900
	Iteration 12F: 3 clusters Score -143401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (167417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Entering Unmasked Estep 
Score: -22464666.000000 Penalty: 2983.004395
	Iteration 0F: 2 clusters Score -2.246467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83548 members 
Mstep: Class 2 contains 83869 members 
Entering Unmasked Estep 
Score: -22353984.000000 Penalty: 5966.008789
	Iteration 0F: 3 clusters Score -2.235398e+07 nChanged 80109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -22400440.000000 Penalty: 5966.008789
	Iteration 1F: 3 clusters Score -2.240044e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -22401854.000000 Penalty: 5966.008789
	Iteration 2Q: 3 clusters Score -2.240185e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -22403682.000000 Penalty: 5966.008789
	Iteration 3Q: 3 clusters Score -2.240368e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71214 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -22406406.000000 Penalty: 5966.008789
	Iteration 4Q: 3 clusters Score -2.240641e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -22410308.000000 Penalty: 5966.008789
	Iteration 5Q: 3 clusters Score -2.241031e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 109681 members 
Entering Unmasked Estep 
Score: -22416136.000000 Penalty: 5966.008789
	Iteration 6F: 3 clusters Score -2.241614e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 118929 members 
Entering Unmasked Estep 
Score: -22423186.000000 Penalty: 5966.008789
	Iteration 7F: 3 clusters Score -2.242319e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 129129 members 
Entering Unmasked Estep 
Score: -22431756.000000 Penalty: 5966.008789
	Iteration 8F: 3 clusters Score -2.243176e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 139289 members 
Entering Unmasked Estep 
Score: -22440132.000000 Penalty: 5966.008789
	Iteration 9F: 3 clusters Score -2.244013e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 148336 members 
Entering Unmasked Estep 
Score: -22448074.000000 Penalty: 5966.008789
	Iteration 10F: 3 clusters Score -2.244807e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 155539 members 
Entering Unmasked Estep 
Score: -22453788.000000 Penalty: 5966.008789
	Iteration 11Q: 3 clusters Score -2.245379e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 160484 members 
Entering Unmasked Estep 
Score: -22457764.000000 Penalty: 5966.008789
	Iteration 12Q: 3 clusters Score -2.245776e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 163460 members 
Entering Unmasked Estep 
Score: -22459806.000000 Penalty: 5966.008789
	Iteration 13Q: 3 clusters Score -2.245981e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 165086 members 
Entering Unmasked Estep 
Score: -22460908.000000 Penalty: 5966.008789
	Iteration 14Q: 3 clusters Score -2.246091e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 165914 members 
Entering Unmasked Estep 
Score: -22461434.000000 Penalty: 5966.008789
	Iteration 15Q: 3 clusters Score -2.246143e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 166338 members 
Entering Unmasked Estep 
Score: -22461664.000000 Penalty: 5966.008789
	Iteration 16Q: 3 clusters Score -2.246166e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 166526 members 
Entering Unmasked Estep 
Score: -22461826.000000 Penalty: 5966.008789
	Iteration 17Q: 3 clusters Score -2.246183e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -22461886.000000 Penalty: 5966.008789
	Iteration 18Q: 3 clusters Score -2.246189e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 166719 members 
Entering Unmasked Estep 
Score: -22461934.000000 Penalty: 5966.008789
	Iteration 19Q: 3 clusters Score -2.246193e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -22461962.000000 Penalty: 5966.008789
	Iteration 20F: 3 clusters Score -2.246196e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 166799 members 
Entering Unmasked Estep 
Score: -22461990.000000 Penalty: 5966.008789
	Iteration 21Q: 3 clusters Score -2.246199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 166820 members 
Entering Unmasked Estep 
Score: -22462020.000000 Penalty: 5966.008789
	Iteration 22Q: 3 clusters Score -2.246202e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 166836 members 
Entering Unmasked Estep 
Score: -22462052.000000 Penalty: 5966.008789
	Iteration 23Q: 3 clusters Score -2.246205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 166852 members 
Entering Unmasked Estep 
Score: -22462058.000000 Penalty: 5966.008789
	Iteration 24Q: 3 clusters Score -2.246206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 166867 members 
Entering Unmasked Estep 
Score: -22462074.000000 Penalty: 5966.008789
	Iteration 25Q: 3 clusters Score -2.246207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -22462078.000000 Penalty: 5966.008789
	Iteration 26Q: 3 clusters Score -2.246208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -22462090.000000 Penalty: 5966.008789
	Iteration 27Q: 3 clusters Score -2.246209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 166886 members 
Entering Unmasked Estep 
Score: -22462102.000000 Penalty: 5966.008789
	Iteration 28Q: 3 clusters Score -2.24621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 166893 members 
Entering Unmasked Estep 
Score: -22462118.000000 Penalty: 5966.008789
	Iteration 29Q: 3 clusters Score -2.246212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 166897 members 
Entering Unmasked Estep 
Score: -22462126.000000 Penalty: 5966.008789
	Iteration 30Q: 3 clusters Score -2.246213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 166898 members 
Entering Unmasked Estep 
Score: -22462132.000000 Penalty: 5966.008789
	Iteration 31Q: 3 clusters Score -2.246213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 166901 members 
Entering Unmasked Estep 
Score: -22462140.000000 Penalty: 5966.008789
	Iteration 32Q: 3 clusters Score -2.246214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 166903 members 
Entering Unmasked Estep 
Score: -22462126.000000 Penalty: 5966.008789
	Iteration 33Q: 3 clusters Score -2.246213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 166909 members 
Entering Unmasked Estep 
Score: -22462120.000000 Penalty: 5966.008789
	Iteration 34Q: 3 clusters Score -2.246212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 166908 members 
Entering Unmasked Estep 
Score: -22462132.000000 Penalty: 5966.008789
	Iteration 35Q: 3 clusters Score -2.246213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -22462134.000000 Penalty: 5966.008789
	Iteration 36Q: 3 clusters Score -2.246213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -22462134.000000 Penalty: 5966.008789
	Iteration 37F: 3 clusters Score -2.246213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Entering Unmasked Estep 
Score: -8318236.000000 Penalty: 2733.978271
	Iteration 0F: 2 clusters Score -8318236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -8276985.000000 Penalty: 5467.956543
	Iteration 0F: 3 clusters Score -8276985 nChanged 28460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -8292882.500000 Penalty: 5467.956543
	Iteration 1F: 3 clusters Score -8292882 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -8293507.500000 Penalty: 5467.956543
	Iteration 2Q: 3 clusters Score -8293508 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -8294230.000000 Penalty: 5467.956543
	Iteration 3Q: 3 clusters Score -8294230 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -8295050.500000 Penalty: 5467.956543
	Iteration 4Q: 3 clusters Score -8295050 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -8296332.500000 Penalty: 5467.956543
	Iteration 5Q: 3 clusters Score -8296332 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -8298302.000000 Penalty: 5467.956543
	Iteration 6F: 3 clusters Score -8298302 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -8301364.500000 Penalty: 5467.956543
	Iteration 7F: 3 clusters Score -8301364 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -8305208.500000 Penalty: 5467.956543
	Iteration 8F: 3 clusters Score -8305208 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -8309154.000000 Penalty: 5467.956543
	Iteration 9F: 3 clusters Score -8309154 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -8312110.500000 Penalty: 5467.956543
	Iteration 10F: 3 clusters Score -8312110 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -8313859.000000 Penalty: 5467.956543
	Iteration 11Q: 3 clusters Score -8313859 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8314789.500000 Penalty: 5467.956543
	Iteration 12Q: 3 clusters Score -8314790 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8315252.500000 Penalty: 5467.956543
	Iteration 13Q: 3 clusters Score -8315252 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8315524.500000 Penalty: 5467.956543
	Iteration 14Q: 3 clusters Score -8315524 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8315706.000000 Penalty: 5467.956543
	Iteration 15Q: 3 clusters Score -8315706 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8315796.000000 Penalty: 5467.956543
	Iteration 16Q: 3 clusters Score -8315796 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8315880.000000 Penalty: 5467.956543
	Iteration 17Q: 3 clusters Score -8315880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8315908.500000 Penalty: 5467.956543
	Iteration 18Q: 3 clusters Score -8315908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8315951.000000 Penalty: 5467.956543
	Iteration 19Q: 3 clusters Score -8315951 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8315971.500000 Penalty: 5467.956543
	Iteration 20F: 3 clusters Score -8315972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8315989.500000 Penalty: 5467.956543
	Iteration 21Q: 3 clusters Score -8315990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8315997.500000 Penalty: 5467.956543
	Iteration 22Q: 3 clusters Score -8315998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8316018.500000 Penalty: 5467.956543
	Iteration 23Q: 3 clusters Score -8316018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8316030.000000 Penalty: 5467.956543
	Iteration 24Q: 3 clusters Score -8316030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8316033.000000 Penalty: 5467.956543
	Iteration 25Q: 3 clusters Score -8316033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8316040.500000 Penalty: 5467.956543
	Iteration 26Q: 3 clusters Score -8316040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8316049.500000 Penalty: 5467.956543
	Iteration 27Q: 3 clusters Score -8316050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8316050.500000 Penalty: 5467.956543
	Iteration 28Q: 3 clusters Score -8316050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8316046.500000 Penalty: 5467.956543
	Iteration 29Q: 3 clusters Score -8316046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8316051.500000 Penalty: 5467.956543
	Iteration 30Q: 3 clusters Score -8316052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8316065.000000 Penalty: 5467.956543
	Iteration 31Q: 3 clusters Score -8316065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8316065.500000 Penalty: 5467.956543
	Iteration 32Q: 3 clusters Score -8316066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8316076.500000 Penalty: 5467.956543
	Iteration 33Q: 3 clusters Score -8316076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8316077.500000 Penalty: 5467.956543
	Iteration 34Q: 3 clusters Score -8316078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8316085.000000 Penalty: 5467.956543
	Iteration 35Q: 3 clusters Score -8316085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8316086.000000 Penalty: 5467.956543
	Iteration 36Q: 3 clusters Score -8316086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8316090.500000 Penalty: 5467.956543
	Iteration 37Q: 3 clusters Score -8316090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8316082.500000 Penalty: 5467.956543
	Iteration 38Q: 3 clusters Score -8316082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8316082.500000 Penalty: 5467.956543
	Iteration 39F: 3 clusters Score -8316082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -888088.812500 Penalty: 2196.981201
	Iteration 0F: 2 clusters Score -888088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -882410.250000 Penalty: 4393.962402
	Iteration 0F: 3 clusters Score -882410.2 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -884164.000000 Penalty: 4393.962402
	Iteration 1F: 3 clusters Score -884164 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -884774.062500 Penalty: 4393.962402
	Iteration 2F: 3 clusters Score -884774.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -885309.562500 Penalty: 4393.962402
	Iteration 3F: 3 clusters Score -885309.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -885739.250000 Penalty: 4393.962402
	Iteration 4F: 3 clusters Score -885739.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -886081.250000 Penalty: 4393.962402
	Iteration 5F: 3 clusters Score -886081.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -886309.812500 Penalty: 4393.962402
	Iteration 6Q: 3 clusters Score -886309.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -886509.812500 Penalty: 4393.962402
	Iteration 7Q: 3 clusters Score -886509.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -886686.187500 Penalty: 4393.962402
	Iteration 8Q: 3 clusters Score -886686.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -886838.500000 Penalty: 4393.962402
	Iteration 9Q: 3 clusters Score -886838.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -886946.562500 Penalty: 4393.962402
	Iteration 10Q: 3 clusters Score -886946.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -887058.875000 Penalty: 4393.962402
	Iteration 11Q: 3 clusters Score -887058.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -887167.750000 Penalty: 4393.962402
	Iteration 12Q: 3 clusters Score -887167.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -887262.187500 Penalty: 4393.962402
	Iteration 13Q: 3 clusters Score -887262.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -887331.000000 Penalty: 4393.962402
	Iteration 14Q: 3 clusters Score -887331 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -887380.187500 Penalty: 4393.962402
	Iteration 15Q: 3 clusters Score -887380.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -887413.562500 Penalty: 4393.962402
	Iteration 16Q: 3 clusters Score -887413.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -887438.062500 Penalty: 4393.962402
	Iteration 17Q: 3 clusters Score -887438.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -887462.250000 Penalty: 4393.962402
	Iteration 18Q: 3 clusters Score -887462.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -887486.625000 Penalty: 4393.962402
	Iteration 19Q: 3 clusters Score -887486.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -887506.750000 Penalty: 4393.962402
	Iteration 20F: 3 clusters Score -887506.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -887545.250000 Penalty: 4393.962402
	Iteration 21Q: 3 clusters Score -887545.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -887587.500000 Penalty: 4393.962402
	Iteration 22Q: 3 clusters Score -887587.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -887627.187500 Penalty: 4393.962402
	Iteration 23Q: 3 clusters Score -887627.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -887662.875000 Penalty: 4393.962402
	Iteration 24Q: 3 clusters Score -887662.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -887698.125000 Penalty: 4393.962402
	Iteration 25Q: 3 clusters Score -887698.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -887754.562500 Penalty: 4393.962402
	Iteration 26Q: 3 clusters Score -887754.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -887824.812500 Penalty: 4393.962402
	Iteration 27Q: 3 clusters Score -887824.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -887886.250000 Penalty: 4393.962402
	Iteration 28Q: 3 clusters Score -887886.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -887937.312500 Penalty: 4393.962402
	Iteration 29Q: 3 clusters Score -887937.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -887969.062500 Penalty: 4393.962402
	Iteration 30Q: 3 clusters Score -887969.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -887989.375000 Penalty: 4393.962402
	Iteration 31Q: 3 clusters Score -887989.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -888005.062500 Penalty: 4393.962402
	Iteration 32Q: 3 clusters Score -888005.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -888014.500000 Penalty: 4393.962402
	Iteration 33Q: 3 clusters Score -888014.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -888025.500000 Penalty: 4393.962402
	Iteration 34Q: 3 clusters Score -888025.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -888030.937500 Penalty: 4393.962402
	Iteration 35Q: 3 clusters Score -888030.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -888036.812500 Penalty: 4393.962402
	Iteration 36Q: 3 clusters Score -888036.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -888039.500000 Penalty: 4393.962402
	Iteration 37Q: 3 clusters Score -888039.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -888043.312500 Penalty: 4393.962402
	Iteration 38Q: 3 clusters Score -888043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -888042.375000 Penalty: 4393.962402
	Iteration 39Q: 3 clusters Score -888042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -888043.812500 Penalty: 4393.962402
	Iteration 40F: 3 clusters Score -888043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -888044.875000 Penalty: 4393.962402
	Iteration 41Q: 3 clusters Score -888044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -888044.875000 Penalty: 4393.962402
	Iteration 42F: 3 clusters Score -888044.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (187956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187956 members 
Entering Unmasked Estep 
Score: -25133294.000000 Penalty: 3011.702881
	Iteration 0F: 2 clusters Score -2.513329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 93914 members 
Entering Unmasked Estep 
Score: -25012486.000000 Penalty: 6023.405762
	Iteration 0F: 3 clusters Score -2.501249e+07 nChanged 90397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95691 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -25065260.000000 Penalty: 6023.405762
	Iteration 1F: 3 clusters Score -2.506526e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96805 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -25066128.000000 Penalty: 6023.405762
	Iteration 2Q: 3 clusters Score -2.506613e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -25067280.000000 Penalty: 6023.405762
	Iteration 3Q: 3 clusters Score -2.506728e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100390 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -25068640.000000 Penalty: 6023.405762
	Iteration 4Q: 3 clusters Score -2.506864e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -25070280.000000 Penalty: 6023.405762
	Iteration 5Q: 3 clusters Score -2.507028e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108244 members 
Mstep: Class 2 contains 79712 members 
Entering Unmasked Estep 
Score: -25072948.000000 Penalty: 6023.405762
	Iteration 6Q: 3 clusters Score -2.507295e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114817 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -25076884.000000 Penalty: 6023.405762
	Iteration 7Q: 3 clusters Score -2.507688e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123758 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -25083676.000000 Penalty: 6023.405762
	Iteration 8F: 3 clusters Score -2.508368e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134895 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -25093664.000000 Penalty: 6023.405762
	Iteration 9F: 3 clusters Score -2.509366e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146225 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -25104488.000000 Penalty: 6023.405762
	Iteration 10F: 3 clusters Score -2.510449e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155752 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -25113408.000000 Penalty: 6023.405762
	Iteration 11F: 3 clusters Score -2.511341e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163069 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -25118828.000000 Penalty: 6023.405762
	Iteration 12Q: 3 clusters Score -2.511883e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168785 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -25122278.000000 Penalty: 6023.405762
	Iteration 13Q: 3 clusters Score -2.512228e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173317 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -25124654.000000 Penalty: 6023.405762
	Iteration 14Q: 3 clusters Score -2.512465e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176936 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -25126362.000000 Penalty: 6023.405762
	Iteration 15Q: 3 clusters Score -2.512636e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179721 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -25127602.000000 Penalty: 6023.405762
	Iteration 16Q: 3 clusters Score -2.51276e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181821 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -25128532.000000 Penalty: 6023.405762
	Iteration 17Q: 3 clusters Score -2.512853e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183234 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -25129160.000000 Penalty: 6023.405762
	Iteration 18Q: 3 clusters Score -2.512916e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184260 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -25129486.000000 Penalty: 6023.405762
	Iteration 19Q: 3 clusters Score -2.512949e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184945 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -25129796.000000 Penalty: 6023.405762
	Iteration 20F: 3 clusters Score -2.51298e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185479 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -25130040.000000 Penalty: 6023.405762
	Iteration 21Q: 3 clusters Score -2.513004e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185863 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -25130130.000000 Penalty: 6023.405762
	Iteration 22Q: 3 clusters Score -2.513013e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186184 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -25130276.000000 Penalty: 6023.405762
	Iteration 23Q: 3 clusters Score -2.513028e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186394 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -25130358.000000 Penalty: 6023.405762
	Iteration 24Q: 3 clusters Score -2.513036e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186571 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -25130444.000000 Penalty: 6023.405762
	Iteration 25Q: 3 clusters Score -2.513044e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186708 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -25130564.000000 Penalty: 6023.405762
	Iteration 26Q: 3 clusters Score -2.513056e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -25130624.000000 Penalty: 6023.405762
	Iteration 27Q: 3 clusters Score -2.513062e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186891 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -25130666.000000 Penalty: 6023.405762
	Iteration 28Q: 3 clusters Score -2.513067e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186942 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -25130690.000000 Penalty: 6023.405762
	Iteration 29Q: 3 clusters Score -2.513069e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186994 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -25130736.000000 Penalty: 6023.405762
	Iteration 30Q: 3 clusters Score -2.513074e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187021 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -25130778.000000 Penalty: 6023.405762
	Iteration 31Q: 3 clusters Score -2.513078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187045 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -25130790.000000 Penalty: 6023.405762
	Iteration 32Q: 3 clusters Score -2.513079e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187075 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -25130786.000000 Penalty: 6023.405762
	Iteration 33Q: 3 clusters Score -2.513079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187090 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -25130804.000000 Penalty: 6023.405762
	Iteration 34Q: 3 clusters Score -2.51308e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187099 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25130792.000000 Penalty: 6023.405762
	Iteration 35Q: 3 clusters Score -2.513079e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187117 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -25130796.000000 Penalty: 6023.405762
	Iteration 36Q: 3 clusters Score -2.51308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187133 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -25130786.000000 Penalty: 6023.405762
	Iteration 37Q: 3 clusters Score -2.513079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187141 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -25130798.000000 Penalty: 6023.405762
	Iteration 38Q: 3 clusters Score -2.51308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187153 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -25130826.000000 Penalty: 6023.405762
	Iteration 39Q: 3 clusters Score -2.513083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187162 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -25130840.000000 Penalty: 6023.405762
	Iteration 40F: 3 clusters Score -2.513084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187175 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -25130824.000000 Penalty: 6023.405762
	Iteration 41Q: 3 clusters Score -2.513082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187179 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -25130824.000000 Penalty: 6023.405762
	Iteration 42Q: 3 clusters Score -2.513082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187182 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -25130836.000000 Penalty: 6023.405762
	Iteration 43Q: 3 clusters Score -2.513084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187182 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -25130820.000000 Penalty: 6023.405762
	Iteration 44Q: 3 clusters Score -2.513082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187182 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -25130826.000000 Penalty: 6023.405762
	Iteration 45Q: 3 clusters Score -2.513083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187184 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -25130822.000000 Penalty: 6023.405762
	Iteration 46Q: 3 clusters Score -2.513082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187186 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -25130814.000000 Penalty: 6023.405762
	Iteration 47Q: 3 clusters Score -2.513081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187187 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -25130824.000000 Penalty: 6023.405762
	Iteration 48Q: 3 clusters Score -2.513082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187190 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -25130818.000000 Penalty: 6023.405762
	Iteration 49Q: 3 clusters Score -2.513082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187192 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -25130828.000000 Penalty: 6023.405762
	Iteration 50Q: 3 clusters Score -2.513083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187196 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -25130826.000000 Penalty: 6023.405762
	Iteration 51Q: 3 clusters Score -2.513083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187198 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -25130842.000000 Penalty: 6023.405762
	Iteration 52Q: 3 clusters Score -2.513084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187201 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -25130828.000000 Penalty: 6023.405762
	Iteration 53Q: 3 clusters Score -2.513083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187202 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -25130834.000000 Penalty: 6023.405762
	Iteration 54Q: 3 clusters Score -2.513083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187205 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -25130844.000000 Penalty: 6023.405762
	Iteration 55Q: 3 clusters Score -2.513084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187205 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -25130850.000000 Penalty: 6023.405762
	Iteration 56Q: 3 clusters Score -2.513085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187205 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -25130858.000000 Penalty: 6023.405762
	Iteration 57Q: 3 clusters Score -2.513086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187207 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -25130864.000000 Penalty: 6023.405762
	Iteration 58Q: 3 clusters Score -2.513086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187208 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -25130866.000000 Penalty: 6023.405762
	Iteration 59Q: 3 clusters Score -2.513087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187208 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -25130866.000000 Penalty: 6023.405762
	Iteration 60F: 3 clusters Score -2.513087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Entering Unmasked Estep 
Score: -2310610.000000 Penalty: 2422.480957
	Iteration 0F: 2 clusters Score -2310610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2298140.750000 Penalty: 4844.961914
	Iteration 0F: 3 clusters Score -2298141 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2302040.250000 Penalty: 4844.961914
	Iteration 1F: 3 clusters Score -2302040 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2302382.250000 Penalty: 4844.961914
	Iteration 2F: 3 clusters Score -2302382 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2302651.250000 Penalty: 4844.961914
	Iteration 3Q: 3 clusters Score -2302651 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2302887.250000 Penalty: 4844.961914
	Iteration 4Q: 3 clusters Score -2302887 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2303105.500000 Penalty: 4844.961914
	Iteration 5Q: 3 clusters Score -2303106 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2303318.250000 Penalty: 4844.961914
	Iteration 6Q: 3 clusters Score -2303318 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2303576.250000 Penalty: 4844.961914
	Iteration 7Q: 3 clusters Score -2303576 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2303855.750000 Penalty: 4844.961914
	Iteration 8Q: 3 clusters Score -2303856 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2304204.500000 Penalty: 4844.961914
	Iteration 9Q: 3 clusters Score -2304204 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2304634.500000 Penalty: 4844.961914
	Iteration 10Q: 3 clusters Score -2304634 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2305129.250000 Penalty: 4844.961914
	Iteration 11Q: 3 clusters Score -2305129 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2305626.000000 Penalty: 4844.961914
	Iteration 12Q: 3 clusters Score -2305626 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2306130.500000 Penalty: 4844.961914
	Iteration 13Q: 3 clusters Score -2306130 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2306584.250000 Penalty: 4844.961914
	Iteration 14Q: 3 clusters Score -2306584 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2306996.500000 Penalty: 4844.961914
	Iteration 15Q: 3 clusters Score -2306996 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2307319.000000 Penalty: 4844.961914
	Iteration 16Q: 3 clusters Score -2307319 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2307571.750000 Penalty: 4844.961914
	Iteration 17Q: 3 clusters Score -2307572 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2307767.750000 Penalty: 4844.961914
	Iteration 18Q: 3 clusters Score -2307768 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2307961.750000 Penalty: 4844.961914
	Iteration 19Q: 3 clusters Score -2307962 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2308123.750000 Penalty: 4844.961914
	Iteration 20F: 3 clusters Score -2308124 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2308225.750000 Penalty: 4844.961914
	Iteration 21Q: 3 clusters Score -2308226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2308298.000000 Penalty: 4844.961914
	Iteration 22Q: 3 clusters Score -2308298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2308362.750000 Penalty: 4844.961914
	Iteration 23Q: 3 clusters Score -2308363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2308402.000000 Penalty: 4844.961914
	Iteration 24Q: 3 clusters Score -2308402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2308434.750000 Penalty: 4844.961914
	Iteration 25Q: 3 clusters Score -2308435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2308460.250000 Penalty: 4844.961914
	Iteration 26Q: 3 clusters Score -2308460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2308474.750000 Penalty: 4844.961914
	Iteration 27Q: 3 clusters Score -2308475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2308484.750000 Penalty: 4844.961914
	Iteration 28Q: 3 clusters Score -2308485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2308490.000000 Penalty: 4844.961914
	Iteration 29Q: 3 clusters Score -2308490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2308496.500000 Penalty: 4844.961914
	Iteration 30Q: 3 clusters Score -2308496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2308501.000000 Penalty: 4844.961914
	Iteration 31Q: 3 clusters Score -2308501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2308502.250000 Penalty: 4844.961914
	Iteration 32Q: 3 clusters Score -2308502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2308508.000000 Penalty: 4844.961914
	Iteration 33Q: 3 clusters Score -2308508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2308511.750000 Penalty: 4844.961914
	Iteration 34Q: 3 clusters Score -2308512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2308514.000000 Penalty: 4844.961914
	Iteration 35Q: 3 clusters Score -2308514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2308514.000000 Penalty: 4844.961914
	Iteration 36Q: 3 clusters Score -2308514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2308518.000000 Penalty: 4844.961914
	Iteration 37Q: 3 clusters Score -2308518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2308519.250000 Penalty: 4844.961914
	Iteration 38Q: 3 clusters Score -2308519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2308519.000000 Penalty: 4844.961914
	Iteration 39Q: 3 clusters Score -2308519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2308524.500000 Penalty: 4844.961914
	Iteration 40F: 3 clusters Score -2308524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2308527.750000 Penalty: 4844.961914
	Iteration 41Q: 3 clusters Score -2308528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2308532.000000 Penalty: 4844.961914
	Iteration 42Q: 3 clusters Score -2308532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2308533.750000 Penalty: 4844.961914
	Iteration 43Q: 3 clusters Score -2308534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2308536.750000 Penalty: 4844.961914
	Iteration 44Q: 3 clusters Score -2308537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2308540.750000 Penalty: 4844.961914
	Iteration 45Q: 3 clusters Score -2308541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2308548.250000 Penalty: 4844.961914
	Iteration 46Q: 3 clusters Score -2308548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2308550.500000 Penalty: 4844.961914
	Iteration 47Q: 3 clusters Score -2308550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2308550.500000 Penalty: 4844.961914
	Iteration 48F: 3 clusters Score -2308550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -363424.500000 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -363424.5 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 1360 members 
Entering Unmasked Estep 
Score: -360338.968750 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -360339 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -360918.125000 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -360918.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -361083.062500 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -361083.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -361187.750000 Penalty: 3921.464844
	Iteration 3F: 3 clusters Score -361187.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -361263.593750 Penalty: 3921.464844
	Iteration 4Q: 3 clusters Score -361263.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -361338.875000 Penalty: 3921.464844
	Iteration 5Q: 3 clusters Score -361338.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -361407.656250 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -361407.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -361463.625000 Penalty: 3921.464844
	Iteration 7Q: 3 clusters Score -361463.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -361514.781250 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -361514.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -361585.062500 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -361585.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -361666.968750 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -361667 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -361764.906250 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -361764.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -361893.406250 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -361893.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -362015.656250 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -362015.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -362132.812500 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -362132.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -362256.125000 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -362256.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -362350.250000 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -362350.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -362403.187500 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -362403.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -362446.875000 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -362446.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -362488.187500 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -362488.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -362527.187500 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -362527.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -362542.843750 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -362542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -362546.000000 Penalty: 3921.464844
	Iteration 22Q: 3 clusters Score -362546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -362547.750000 Penalty: 3921.464844
	Iteration 23Q: 3 clusters Score -362547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -362550.093750 Penalty: 3921.464844
	Iteration 24Q: 3 clusters Score -362550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -362550.468750 Penalty: 3921.464844
	Iteration 25Q: 3 clusters Score -362550.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -362550.468750 Penalty: 3921.464844
	Iteration 26F: 3 clusters Score -362550.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -891877.625000 Penalty: 2179.571045
	Iteration 0F: 2 clusters Score -891877.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -886417.562500 Penalty: 4359.142090
	Iteration 0F: 3 clusters Score -886417.6 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -887798.687500 Penalty: 4359.142090
	Iteration 1F: 3 clusters Score -887798.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -888035.375000 Penalty: 4359.142090
	Iteration 2F: 3 clusters Score -888035.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -888175.125000 Penalty: 4359.142090
	Iteration 3Q: 3 clusters Score -888175.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -888272.937500 Penalty: 4359.142090
	Iteration 4Q: 3 clusters Score -888272.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -888346.500000 Penalty: 4359.142090
	Iteration 5Q: 3 clusters Score -888346.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -888402.437500 Penalty: 4359.142090
	Iteration 6Q: 3 clusters Score -888402.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -888451.437500 Penalty: 4359.142090
	Iteration 7Q: 3 clusters Score -888451.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -888502.000000 Penalty: 4359.142090
	Iteration 8Q: 3 clusters Score -888502 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -888549.500000 Penalty: 4359.142090
	Iteration 9Q: 3 clusters Score -888549.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -888604.812500 Penalty: 4359.142090
	Iteration 10Q: 3 clusters Score -888604.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -888653.250000 Penalty: 4359.142090
	Iteration 11Q: 3 clusters Score -888653.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -888704.125000 Penalty: 4359.142090
	Iteration 12Q: 3 clusters Score -888704.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -888759.375000 Penalty: 4359.142090
	Iteration 13Q: 3 clusters Score -888759.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -888818.500000 Penalty: 4359.142090
	Iteration 14Q: 3 clusters Score -888818.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -888876.062500 Penalty: 4359.142090
	Iteration 15Q: 3 clusters Score -888876.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -888934.500000 Penalty: 4359.142090
	Iteration 16Q: 3 clusters Score -888934.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -888999.812500 Penalty: 4359.142090
	Iteration 17Q: 3 clusters Score -888999.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -889078.000000 Penalty: 4359.142090
	Iteration 18Q: 3 clusters Score -889078 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -889160.125000 Penalty: 4359.142090
	Iteration 19Q: 3 clusters Score -889160.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -889246.562500 Penalty: 4359.142090
	Iteration 20F: 3 clusters Score -889246.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -889334.250000 Penalty: 4359.142090
	Iteration 21Q: 3 clusters Score -889334.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -889416.125000 Penalty: 4359.142090
	Iteration 22Q: 3 clusters Score -889416.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -889490.062500 Penalty: 4359.142090
	Iteration 23Q: 3 clusters Score -889490.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -889564.062500 Penalty: 4359.142090
	Iteration 24Q: 3 clusters Score -889564.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -889632.250000 Penalty: 4359.142090
	Iteration 25Q: 3 clusters Score -889632.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -889700.562500 Penalty: 4359.142090
	Iteration 26Q: 3 clusters Score -889700.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -889757.812500 Penalty: 4359.142090
	Iteration 27Q: 3 clusters Score -889757.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -889804.000000 Penalty: 4359.142090
	Iteration 28Q: 3 clusters Score -889804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -889835.812500 Penalty: 4359.142090
	Iteration 29Q: 3 clusters Score -889835.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -889869.875000 Penalty: 4359.142090
	Iteration 30Q: 3 clusters Score -889869.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -889890.500000 Penalty: 4359.142090
	Iteration 31Q: 3 clusters Score -889890.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -889907.375000 Penalty: 4359.142090
	Iteration 32Q: 3 clusters Score -889907.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -889920.562500 Penalty: 4359.142090
	Iteration 33Q: 3 clusters Score -889920.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -889940.375000 Penalty: 4359.142090
	Iteration 34Q: 3 clusters Score -889940.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -889952.562500 Penalty: 4359.142090
	Iteration 35Q: 3 clusters Score -889952.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -889968.125000 Penalty: 4359.142090
	Iteration 36Q: 3 clusters Score -889968.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -889978.812500 Penalty: 4359.142090
	Iteration 37Q: 3 clusters Score -889978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -889988.875000 Penalty: 4359.142090
	Iteration 38Q: 3 clusters Score -889988.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -889998.125000 Penalty: 4359.142090
	Iteration 39Q: 3 clusters Score -889998.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -890006.937500 Penalty: 4359.142090
	Iteration 40F: 3 clusters Score -890006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -890012.875000 Penalty: 4359.142090
	Iteration 41Q: 3 clusters Score -890012.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -890012.937500 Penalty: 4359.142090
	Iteration 42Q: 3 clusters Score -890012.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -890015.000000 Penalty: 4359.142090
	Iteration 43Q: 3 clusters Score -890015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -890015.000000 Penalty: 4359.142090
	Iteration 44F: 3 clusters Score -890015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -179635.031250 Penalty: 1789.197021
	Iteration 0F: 2 clusters Score -179635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -177444.390625 Penalty: 3578.394043
	Iteration 0F: 3 clusters Score -177444.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -177731.875000 Penalty: 3578.394043
	Iteration 1F: 3 clusters Score -177731.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -177812.968750 Penalty: 3578.394043
	Iteration 2F: 3 clusters Score -177813 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -177869.937500 Penalty: 3578.394043
	Iteration 3Q: 3 clusters Score -177869.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -177900.453125 Penalty: 3578.394043
	Iteration 4Q: 3 clusters Score -177900.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -177925.468750 Penalty: 3578.394043
	Iteration 5Q: 3 clusters Score -177925.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -177948.343750 Penalty: 3578.394043
	Iteration 6Q: 3 clusters Score -177948.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -177965.078125 Penalty: 3578.394043
	Iteration 7Q: 3 clusters Score -177965.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -177975.937500 Penalty: 3578.394043
	Iteration 8Q: 3 clusters Score -177975.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -177983.078125 Penalty: 3578.394043
	Iteration 9Q: 3 clusters Score -177983.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -177987.203125 Penalty: 3578.394043
	Iteration 10Q: 3 clusters Score -177987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -177993.171875 Penalty: 3578.394043
	Iteration 11Q: 3 clusters Score -177993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -177993.453125 Penalty: 3578.394043
	Iteration 12Q: 3 clusters Score -177993.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -177994.421875 Penalty: 3578.394043
	Iteration 13Q: 3 clusters Score -177994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -177994.421875 Penalty: 3578.394043
	Iteration 14F: 3 clusters Score -177994.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -267142.093750 Penalty: 1884.278687
	Iteration 0F: 2 clusters Score -267142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -264558.593750 Penalty: 3768.557373
	Iteration 0F: 3 clusters Score -264558.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -265062.906250 Penalty: 3768.557373
	Iteration 1F: 3 clusters Score -265062.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -265182.375000 Penalty: 3768.557373
	Iteration 2F: 3 clusters Score -265182.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -265263.875000 Penalty: 3768.557373
	Iteration 3Q: 3 clusters Score -265263.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -265327.875000 Penalty: 3768.557373
	Iteration 4Q: 3 clusters Score -265327.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -265377.593750 Penalty: 3768.557373
	Iteration 5Q: 3 clusters Score -265377.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -265420.000000 Penalty: 3768.557373
	Iteration 6Q: 3 clusters Score -265420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -265446.125000 Penalty: 3768.557373
	Iteration 7Q: 3 clusters Score -265446.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -265467.000000 Penalty: 3768.557373
	Iteration 8Q: 3 clusters Score -265467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -265477.031250 Penalty: 3768.557373
	Iteration 9Q: 3 clusters Score -265477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -265483.250000 Penalty: 3768.557373
	Iteration 10Q: 3 clusters Score -265483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -265485.437500 Penalty: 3768.557373
	Iteration 11Q: 3 clusters Score -265485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -265488.468750 Penalty: 3768.557373
	Iteration 12Q: 3 clusters Score -265488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -265491.218750 Penalty: 3768.557373
	Iteration 13Q: 3 clusters Score -265491.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -265494.468750 Penalty: 3768.557373
	Iteration 14Q: 3 clusters Score -265494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -265497.937500 Penalty: 3768.557373
	Iteration 15Q: 3 clusters Score -265497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -265498.093750 Penalty: 3768.557373
	Iteration 16Q: 3 clusters Score -265498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -265499.750000 Penalty: 3768.557373
	Iteration 17Q: 3 clusters Score -265499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -265501.062500 Penalty: 3768.557373
	Iteration 18Q: 3 clusters Score -265501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -265502.781250 Penalty: 3768.557373
	Iteration 19Q: 3 clusters Score -265502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -265503.468750 Penalty: 3768.557373
	Iteration 20F: 3 clusters Score -265503.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -265503.781250 Penalty: 3768.557373
	Iteration 21Q: 3 clusters Score -265503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -265503.781250 Penalty: 3768.557373
	Iteration 22F: 3 clusters Score -265503.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -80474.734375 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -80474.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78949.343750 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -78949.34 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79468.945312 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -79468.95 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79798.750000 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -79798.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79926.914062 Penalty: 3251.457031
	Iteration 3F: 3 clusters Score -79926.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -80010.359375 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -80010.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -80116.281250 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -80116.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -80156.835938 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -80156.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -80162.812500 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -80162.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -80164.671875 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -80164.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -80166.015625 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -80166.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -80166.015625 Penalty: 3251.457031
	Iteration 10F: 3 clusters Score -80166.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Entering Unmasked Estep 
Score: -4211186.500000 Penalty: 2564.576172
	Iteration 0F: 2 clusters Score -4211186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4190027.000000 Penalty: 5129.152344
	Iteration 0F: 3 clusters Score -4190027 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -4197736.500000 Penalty: 5129.152344
	Iteration 1F: 3 clusters Score -4197736 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4198306.000000 Penalty: 5129.152344
	Iteration 2Q: 3 clusters Score -4198306 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -4198978.000000 Penalty: 5129.152344
	Iteration 3Q: 3 clusters Score -4198978 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -4199926.000000 Penalty: 5129.152344
	Iteration 4F: 3 clusters Score -4199926 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4201240.000000 Penalty: 5129.152344
	Iteration 5F: 3 clusters Score -4201240 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -4202953.000000 Penalty: 5129.152344
	Iteration 6F: 3 clusters Score -4202953 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -4204714.000000 Penalty: 5129.152344
	Iteration 7F: 3 clusters Score -4204714 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4206287.500000 Penalty: 5129.152344
	Iteration 8F: 3 clusters Score -4206288 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4207381.000000 Penalty: 5129.152344
	Iteration 9Q: 3 clusters Score -4207381 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4207958.000000 Penalty: 5129.152344
	Iteration 10Q: 3 clusters Score -4207958 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4208230.000000 Penalty: 5129.152344
	Iteration 11Q: 3 clusters Score -4208230 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4208353.000000 Penalty: 5129.152344
	Iteration 12Q: 3 clusters Score -4208353 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4208438.500000 Penalty: 5129.152344
	Iteration 13Q: 3 clusters Score -4208438 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4208515.500000 Penalty: 5129.152344
	Iteration 14Q: 3 clusters Score -4208516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4208562.000000 Penalty: 5129.152344
	Iteration 15Q: 3 clusters Score -4208562 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4208611.000000 Penalty: 5129.152344
	Iteration 16Q: 3 clusters Score -4208611 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4208650.500000 Penalty: 5129.152344
	Iteration 17Q: 3 clusters Score -4208650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4208689.500000 Penalty: 5129.152344
	Iteration 18Q: 3 clusters Score -4208690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4208713.000000 Penalty: 5129.152344
	Iteration 19Q: 3 clusters Score -4208713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4208738.000000 Penalty: 5129.152344
	Iteration 20F: 3 clusters Score -4208738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4208755.000000 Penalty: 5129.152344
	Iteration 21Q: 3 clusters Score -4208755 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4208767.000000 Penalty: 5129.152344
	Iteration 22Q: 3 clusters Score -4208767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4208779.500000 Penalty: 5129.152344
	Iteration 23Q: 3 clusters Score -4208780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4208785.000000 Penalty: 5129.152344
	Iteration 24Q: 3 clusters Score -4208785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4208796.500000 Penalty: 5129.152344
	Iteration 25Q: 3 clusters Score -4208796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4208805.000000 Penalty: 5129.152344
	Iteration 26Q: 3 clusters Score -4208805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4208801.000000 Penalty: 5129.152344
	Iteration 27Q: 3 clusters Score -4208801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4208811.500000 Penalty: 5129.152344
	Iteration 28Q: 3 clusters Score -4208812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4208815.500000 Penalty: 5129.152344
	Iteration 29Q: 3 clusters Score -4208816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4208810.500000 Penalty: 5129.152344
	Iteration 30Q: 3 clusters Score -4208810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4208823.000000 Penalty: 5129.152344
	Iteration 31Q: 3 clusters Score -4208823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4208828.000000 Penalty: 5129.152344
	Iteration 32Q: 3 clusters Score -4208828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4208828.500000 Penalty: 5129.152344
	Iteration 33Q: 3 clusters Score -4208828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4208834.500000 Penalty: 5129.152344
	Iteration 34Q: 3 clusters Score -4208834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4208835.000000 Penalty: 5129.152344
	Iteration 35Q: 3 clusters Score -4208835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4208841.500000 Penalty: 5129.152344
	Iteration 36Q: 3 clusters Score -4208842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4208838.500000 Penalty: 5129.152344
	Iteration 37Q: 3 clusters Score -4208838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4208840.000000 Penalty: 5129.152344
	Iteration 38Q: 3 clusters Score -4208840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4208840.500000 Penalty: 5129.152344
	Iteration 39Q: 3 clusters Score -4208840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4208838.000000 Penalty: 5129.152344
	Iteration 40F: 3 clusters Score -4208838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4208838.000000 Penalty: 5129.152344
	Iteration 41Q: 3 clusters Score -4208838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4208840.500000 Penalty: 5129.152344
	Iteration 42Q: 3 clusters Score -4208840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4208840.500000 Penalty: 5129.152344
	Iteration 43F: 3 clusters Score -4208840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172963 members 
Entering Unmasked Estep 
Score: -23228262.000000 Penalty: 2991.086670
	Iteration 0F: 2 clusters Score -2.322826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 86273 members 
Entering Unmasked Estep 
Score: -23113920.000000 Penalty: 5982.173340
	Iteration 0F: 3 clusters Score -2.311392e+07 nChanged 83126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -23163226.000000 Penalty: 5982.173340
	Iteration 1F: 3 clusters Score -2.316323e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -23164890.000000 Penalty: 5982.173340
	Iteration 2Q: 3 clusters Score -2.316489e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98120 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -23167620.000000 Penalty: 5982.173340
	Iteration 3Q: 3 clusters Score -2.316762e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104656 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -23172664.000000 Penalty: 5982.173340
	Iteration 4F: 3 clusters Score -2.317266e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -23180854.000000 Penalty: 5982.173340
	Iteration 5F: 3 clusters Score -2.318085e+07 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126001 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -23192842.000000 Penalty: 5982.173340
	Iteration 6F: 3 clusters Score -2.319284e+07 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137864 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -23206198.000000 Penalty: 5982.173340
	Iteration 7F: 3 clusters Score -2.32062e+07 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146024 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -23215962.000000 Penalty: 5982.173340
	Iteration 8F: 3 clusters Score -2.321596e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150321 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -23220284.000000 Penalty: 5982.173340
	Iteration 9Q: 3 clusters Score -2.322028e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153030 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -23222016.000000 Penalty: 5982.173340
	Iteration 10Q: 3 clusters Score -2.322202e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155166 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -23222782.000000 Penalty: 5982.173340
	Iteration 11Q: 3 clusters Score -2.322278e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157070 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -23223394.000000 Penalty: 5982.173340
	Iteration 12Q: 3 clusters Score -2.322339e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -23223906.000000 Penalty: 5982.173340
	Iteration 13Q: 3 clusters Score -2.322391e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160349 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -23224378.000000 Penalty: 5982.173340
	Iteration 14Q: 3 clusters Score -2.322438e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161753 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -23224664.000000 Penalty: 5982.173340
	Iteration 15Q: 3 clusters Score -2.322466e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163079 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -23224988.000000 Penalty: 5982.173340
	Iteration 16Q: 3 clusters Score -2.322499e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -23225268.000000 Penalty: 5982.173340
	Iteration 17Q: 3 clusters Score -2.322527e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165274 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -23225522.000000 Penalty: 5982.173340
	Iteration 18Q: 3 clusters Score -2.322552e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166174 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -23225716.000000 Penalty: 5982.173340
	Iteration 19Q: 3 clusters Score -2.322572e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166940 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -23225838.000000 Penalty: 5982.173340
	Iteration 20F: 3 clusters Score -2.322584e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167572 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -23225872.000000 Penalty: 5982.173340
	Iteration 21Q: 3 clusters Score -2.322587e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168112 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -23225954.000000 Penalty: 5982.173340
	Iteration 22Q: 3 clusters Score -2.322595e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168537 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -23225954.000000 Penalty: 5982.173340
	Iteration 23Q: 3 clusters Score -2.322595e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168921 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -23225978.000000 Penalty: 5982.173340
	Iteration 24Q: 3 clusters Score -2.322598e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -23226088.000000 Penalty: 5982.173340
	Iteration 25Q: 3 clusters Score -2.322609e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169567 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -23226176.000000 Penalty: 5982.173340
	Iteration 26Q: 3 clusters Score -2.322618e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169828 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -23226150.000000 Penalty: 5982.173340
	Iteration 27Q: 3 clusters Score -2.322615e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170060 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -23226166.000000 Penalty: 5982.173340
	Iteration 28Q: 3 clusters Score -2.322617e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -23226190.000000 Penalty: 5982.173340
	Iteration 29Q: 3 clusters Score -2.322619e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170382 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -23226186.000000 Penalty: 5982.173340
	Iteration 30Q: 3 clusters Score -2.322619e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170498 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -23226162.000000 Penalty: 5982.173340
	Iteration 31Q: 3 clusters Score -2.322616e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170594 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -23226214.000000 Penalty: 5982.173340
	Iteration 32Q: 3 clusters Score -2.322621e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170683 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -23226284.000000 Penalty: 5982.173340
	Iteration 33Q: 3 clusters Score -2.322628e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170763 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -23226316.000000 Penalty: 5982.173340
	Iteration 34Q: 3 clusters Score -2.322632e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170834 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -23226340.000000 Penalty: 5982.173340
	Iteration 35Q: 3 clusters Score -2.322634e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170895 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -23226328.000000 Penalty: 5982.173340
	Iteration 36Q: 3 clusters Score -2.322633e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -23226296.000000 Penalty: 5982.173340
	Iteration 37Q: 3 clusters Score -2.32263e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171007 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -23226336.000000 Penalty: 5982.173340
	Iteration 38Q: 3 clusters Score -2.322634e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171050 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -23226356.000000 Penalty: 5982.173340
	Iteration 39Q: 3 clusters Score -2.322636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171082 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -23226354.000000 Penalty: 5982.173340
	Iteration 40F: 3 clusters Score -2.322635e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -23226372.000000 Penalty: 5982.173340
	Iteration 41Q: 3 clusters Score -2.322637e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171138 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -23226354.000000 Penalty: 5982.173340
	Iteration 42Q: 3 clusters Score -2.322635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171163 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -23226384.000000 Penalty: 5982.173340
	Iteration 43Q: 3 clusters Score -2.322638e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171194 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -23226356.000000 Penalty: 5982.173340
	Iteration 44Q: 3 clusters Score -2.322636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171226 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -23226330.000000 Penalty: 5982.173340
	Iteration 45Q: 3 clusters Score -2.322633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -23226326.000000 Penalty: 5982.173340
	Iteration 46Q: 3 clusters Score -2.322633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171260 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -23226348.000000 Penalty: 5982.173340
	Iteration 47Q: 3 clusters Score -2.322635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -23226356.000000 Penalty: 5982.173340
	Iteration 48Q: 3 clusters Score -2.322636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171289 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -23226340.000000 Penalty: 5982.173340
	Iteration 49Q: 3 clusters Score -2.322634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171298 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -23226342.000000 Penalty: 5982.173340
	Iteration 50Q: 3 clusters Score -2.322634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -23226338.000000 Penalty: 5982.173340
	Iteration 51Q: 3 clusters Score -2.322634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171311 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -23226324.000000 Penalty: 5982.173340
	Iteration 52Q: 3 clusters Score -2.322632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171316 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -23226326.000000 Penalty: 5982.173340
	Iteration 53Q: 3 clusters Score -2.322633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171326 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -23226322.000000 Penalty: 5982.173340
	Iteration 54Q: 3 clusters Score -2.322632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171336 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -23226322.000000 Penalty: 5982.173340
	Iteration 55Q: 3 clusters Score -2.322632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171343 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -23226320.000000 Penalty: 5982.173340
	Iteration 56Q: 3 clusters Score -2.322632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171348 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -23226320.000000 Penalty: 5982.173340
	Iteration 57Q: 3 clusters Score -2.322632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171356 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -23226314.000000 Penalty: 5982.173340
	Iteration 58Q: 3 clusters Score -2.322631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -23226320.000000 Penalty: 5982.173340
	Iteration 59Q: 3 clusters Score -2.322632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171368 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23226316.000000 Penalty: 5982.173340
	Iteration 60F: 3 clusters Score -2.322632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -23226308.000000 Penalty: 5982.173340
	Iteration 61Q: 3 clusters Score -2.322631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171381 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -23226316.000000 Penalty: 5982.173340
	Iteration 62Q: 3 clusters Score -2.322632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -23226328.000000 Penalty: 5982.173340
	Iteration 63Q: 3 clusters Score -2.322633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -23226298.000000 Penalty: 5982.173340
	Iteration 64Q: 3 clusters Score -2.32263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -23226302.000000 Penalty: 5982.173340
	Iteration 65Q: 3 clusters Score -2.32263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171417 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -23226310.000000 Penalty: 5982.173340
	Iteration 66Q: 3 clusters Score -2.322631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171424 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -23226320.000000 Penalty: 5982.173340
	Iteration 67Q: 3 clusters Score -2.322632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -23226330.000000 Penalty: 5982.173340
	Iteration 68Q: 3 clusters Score -2.322633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171437 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -23226322.000000 Penalty: 5982.173340
	Iteration 69Q: 3 clusters Score -2.322632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171437 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -23226318.000000 Penalty: 5982.173340
	Iteration 70Q: 3 clusters Score -2.322632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -23226306.000000 Penalty: 5982.173340
	Iteration 71Q: 3 clusters Score -2.322631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171439 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -23226306.000000 Penalty: 5982.173340
	Iteration 72Q: 3 clusters Score -2.322631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171440 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -23226308.000000 Penalty: 5982.173340
	Iteration 73Q: 3 clusters Score -2.322631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171440 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -23226308.000000 Penalty: 5982.173340
	Iteration 74F: 3 clusters Score -2.322631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173544 members 
Entering Unmasked Estep 
Score: -23421870.000000 Penalty: 2991.918213
	Iteration 0F: 2 clusters Score -2.342187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 86367 members 
Entering Unmasked Estep 
Score: -23310356.000000 Penalty: 5983.836426
	Iteration 0F: 3 clusters Score -2.331036e+07 nChanged 83355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93234 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -23358780.000000 Penalty: 5983.836426
	Iteration 1F: 3 clusters Score -2.335878e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97063 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -23360198.000000 Penalty: 5983.836426
	Iteration 2Q: 3 clusters Score -2.33602e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102954 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -23362996.000000 Penalty: 5983.836426
	Iteration 3Q: 3 clusters Score -2.3363e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111722 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -23367418.000000 Penalty: 5983.836426
	Iteration 4F: 3 clusters Score -2.336742e+07 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124108 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -23376306.000000 Penalty: 5983.836426
	Iteration 5F: 3 clusters Score -2.337631e+07 nChanged 15449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139527 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -23389854.000000 Penalty: 5983.836426
	Iteration 6F: 3 clusters Score -2.338985e+07 nChanged 15546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155069 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -23404576.000000 Penalty: 5983.836426
	Iteration 7F: 3 clusters Score -2.340458e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166019 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -23414050.000000 Penalty: 5983.836426
	Iteration 8F: 3 clusters Score -2.341405e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170983 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -23417578.000000 Penalty: 5983.836426
	Iteration 9Q: 3 clusters Score -2.341758e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23418598.000000 Penalty: 5983.836426
	Iteration 10Q: 3 clusters Score -2.34186e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173017 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -23418944.000000 Penalty: 5983.836426
	Iteration 11Q: 3 clusters Score -2.341894e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173144 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -23419160.000000 Penalty: 5983.836426
	Iteration 12Q: 3 clusters Score -2.341916e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173184 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -23419220.000000 Penalty: 5983.836426
	Iteration 13Q: 3 clusters Score -2.341922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173196 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -23419254.000000 Penalty: 5983.836426
	Iteration 14Q: 3 clusters Score -2.341925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173205 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23419268.000000 Penalty: 5983.836426
	Iteration 15Q: 3 clusters Score -2.341927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173211 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23419278.000000 Penalty: 5983.836426
	Iteration 16Q: 3 clusters Score -2.341928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173214 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23419292.000000 Penalty: 5983.836426
	Iteration 17Q: 3 clusters Score -2.341929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173218 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23419282.000000 Penalty: 5983.836426
	Iteration 18Q: 3 clusters Score -2.341928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173219 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23419278.000000 Penalty: 5983.836426
	Iteration 19Q: 3 clusters Score -2.341928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173221 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23419282.000000 Penalty: 5983.836426
	Iteration 20F: 3 clusters Score -2.341928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173221 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23419296.000000 Penalty: 5983.836426
	Iteration 21Q: 3 clusters Score -2.34193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173220 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23419294.000000 Penalty: 5983.836426
	Iteration 22Q: 3 clusters Score -2.341929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173220 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23419294.000000 Penalty: 5983.836426
	Iteration 23F: 3 clusters Score -2.341929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Entering Unmasked Estep 
Score: -2500752.500000 Penalty: 2438.613281
	Iteration 0F: 2 clusters Score -2500752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2487535.250000 Penalty: 4877.226562
	Iteration 0F: 3 clusters Score -2487535 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2491933.750000 Penalty: 4877.226562
	Iteration 1F: 3 clusters Score -2491934 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2492287.000000 Penalty: 4877.226562
	Iteration 2F: 3 clusters Score -2492287 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2492622.250000 Penalty: 4877.226562
	Iteration 3Q: 3 clusters Score -2492622 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2492948.000000 Penalty: 4877.226562
	Iteration 4Q: 3 clusters Score -2492948 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2493342.250000 Penalty: 4877.226562
	Iteration 5Q: 3 clusters Score -2493342 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2493769.000000 Penalty: 4877.226562
	Iteration 6Q: 3 clusters Score -2493769 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2494377.750000 Penalty: 4877.226562
	Iteration 7F: 3 clusters Score -2494378 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2495093.500000 Penalty: 4877.226562
	Iteration 8F: 3 clusters Score -2495094 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2495865.250000 Penalty: 4877.226562
	Iteration 9F: 3 clusters Score -2495865 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2496661.250000 Penalty: 4877.226562
	Iteration 10F: 3 clusters Score -2496661 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2497414.000000 Penalty: 4877.226562
	Iteration 11Q: 3 clusters Score -2497414 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2497998.750000 Penalty: 4877.226562
	Iteration 12Q: 3 clusters Score -2497999 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2498383.500000 Penalty: 4877.226562
	Iteration 13Q: 3 clusters Score -2498384 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2498562.000000 Penalty: 4877.226562
	Iteration 14Q: 3 clusters Score -2498562 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2498664.250000 Penalty: 4877.226562
	Iteration 15Q: 3 clusters Score -2498664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2498705.250000 Penalty: 4877.226562
	Iteration 16Q: 3 clusters Score -2498705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2498726.500000 Penalty: 4877.226562
	Iteration 17Q: 3 clusters Score -2498726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2498740.000000 Penalty: 4877.226562
	Iteration 18Q: 3 clusters Score -2498740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2498760.750000 Penalty: 4877.226562
	Iteration 19Q: 3 clusters Score -2498761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2498772.750000 Penalty: 4877.226562
	Iteration 20F: 3 clusters Score -2498773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2498787.250000 Penalty: 4877.226562
	Iteration 21Q: 3 clusters Score -2498787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2498794.250000 Penalty: 4877.226562
	Iteration 22Q: 3 clusters Score -2498794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2498802.750000 Penalty: 4877.226562
	Iteration 23Q: 3 clusters Score -2498803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2498815.500000 Penalty: 4877.226562
	Iteration 24Q: 3 clusters Score -2498816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2498818.750000 Penalty: 4877.226562
	Iteration 25Q: 3 clusters Score -2498819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2498825.500000 Penalty: 4877.226562
	Iteration 26Q: 3 clusters Score -2498826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2498823.500000 Penalty: 4877.226562
	Iteration 27Q: 3 clusters Score -2498824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2498824.250000 Penalty: 4877.226562
	Iteration 28Q: 3 clusters Score -2498824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2498831.000000 Penalty: 4877.226562
	Iteration 29Q: 3 clusters Score -2498831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2498835.750000 Penalty: 4877.226562
	Iteration 30Q: 3 clusters Score -2498836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2498837.500000 Penalty: 4877.226562
	Iteration 31Q: 3 clusters Score -2498838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2498842.000000 Penalty: 4877.226562
	Iteration 32Q: 3 clusters Score -2498842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2498842.250000 Penalty: 4877.226562
	Iteration 33Q: 3 clusters Score -2498842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2498847.750000 Penalty: 4877.226562
	Iteration 34Q: 3 clusters Score -2498848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2498851.750000 Penalty: 4877.226562
	Iteration 35Q: 3 clusters Score -2498852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2498855.250000 Penalty: 4877.226562
	Iteration 36Q: 3 clusters Score -2498855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2498854.000000 Penalty: 4877.226562
	Iteration 37Q: 3 clusters Score -2498854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2498855.750000 Penalty: 4877.226562
	Iteration 38Q: 3 clusters Score -2498856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2498857.750000 Penalty: 4877.226562
	Iteration 39Q: 3 clusters Score -2498858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2498860.250000 Penalty: 4877.226562
	Iteration 40F: 3 clusters Score -2498860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2498862.750000 Penalty: 4877.226562
	Iteration 41Q: 3 clusters Score -2498863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2498870.500000 Penalty: 4877.226562
	Iteration 42Q: 3 clusters Score -2498870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2498875.250000 Penalty: 4877.226562
	Iteration 43Q: 3 clusters Score -2498875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2498876.000000 Penalty: 4877.226562
	Iteration 44Q: 3 clusters Score -2498876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2498883.500000 Penalty: 4877.226562
	Iteration 45Q: 3 clusters Score -2498884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2498889.000000 Penalty: 4877.226562
	Iteration 46Q: 3 clusters Score -2498889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2498888.250000 Penalty: 4877.226562
	Iteration 47Q: 3 clusters Score -2498888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2498894.500000 Penalty: 4877.226562
	Iteration 48Q: 3 clusters Score -2498894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2498891.750000 Penalty: 4877.226562
	Iteration 49Q: 3 clusters Score -2498892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2498890.250000 Penalty: 4877.226562
	Iteration 50Q: 3 clusters Score -2498890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2498895.750000 Penalty: 4877.226562
	Iteration 51Q: 3 clusters Score -2498896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2498895.500000 Penalty: 4877.226562
	Iteration 52Q: 3 clusters Score -2498896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2498894.750000 Penalty: 4877.226562
	Iteration 53Q: 3 clusters Score -2498895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2498894.750000 Penalty: 4877.226562
	Iteration 54F: 3 clusters Score -2498895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -410594.406250 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -410594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -407274.437500 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -407274.4 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -407944.156250 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -407944.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -408075.031250 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -408075 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -408152.093750 Penalty: 3995.358154
	Iteration 3Q: 3 clusters Score -408152.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -408202.750000 Penalty: 3995.358154
	Iteration 4Q: 3 clusters Score -408202.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -408239.218750 Penalty: 3995.358154
	Iteration 5Q: 3 clusters Score -408239.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -408265.250000 Penalty: 3995.358154
	Iteration 6Q: 3 clusters Score -408265.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -408294.562500 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -408294.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -408318.187500 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -408318.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -408346.968750 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -408347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -408365.062500 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -408365.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -408376.781250 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -408376.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -408388.312500 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -408388.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -408399.781250 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -408399.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -408409.750000 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -408409.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -408416.156250 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -408416.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -408421.531250 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -408421.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -408428.062500 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -408428.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -408433.593750 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -408433.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -408440.031250 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -408440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -408441.218750 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -408441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -408442.156250 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -408442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -408442.937500 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -408442.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -408443.093750 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -408443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -408444.812500 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -408444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -408444.375000 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -408444.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -408444.375000 Penalty: 3995.358154
	Iteration 26F: 3 clusters Score -408444.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Entering Unmasked Estep 
Score: -5636012.500000 Penalty: 2647.304199
	Iteration 0F: 2 clusters Score -5636012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5606770.500000 Penalty: 5294.608398
	Iteration 0F: 3 clusters Score -5606770 nChanged 19819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -5617857.000000 Penalty: 5294.608398
	Iteration 1F: 3 clusters Score -5617857 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -5618555.000000 Penalty: 5294.608398
	Iteration 2Q: 3 clusters Score -5618555 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -5619587.500000 Penalty: 5294.608398
	Iteration 3F: 3 clusters Score -5619588 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -5621104.500000 Penalty: 5294.608398
	Iteration 4F: 3 clusters Score -5621104 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -5623310.500000 Penalty: 5294.608398
	Iteration 5F: 3 clusters Score -5623310 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -5625902.500000 Penalty: 5294.608398
	Iteration 6F: 3 clusters Score -5625902 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -5628369.500000 Penalty: 5294.608398
	Iteration 7F: 3 clusters Score -5628370 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5630345.000000 Penalty: 5294.608398
	Iteration 8F: 3 clusters Score -5630345 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -5631869.000000 Penalty: 5294.608398
	Iteration 9Q: 3 clusters Score -5631869 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5632863.500000 Penalty: 5294.608398
	Iteration 10Q: 3 clusters Score -5632864 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -5633332.000000 Penalty: 5294.608398
	Iteration 11Q: 3 clusters Score -5633332 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -5633520.000000 Penalty: 5294.608398
	Iteration 12Q: 3 clusters Score -5633520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -5633599.500000 Penalty: 5294.608398
	Iteration 13Q: 3 clusters Score -5633600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -5633621.000000 Penalty: 5294.608398
	Iteration 14Q: 3 clusters Score -5633621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -5633639.000000 Penalty: 5294.608398
	Iteration 15Q: 3 clusters Score -5633639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -5633639.000000 Penalty: 5294.608398
	Iteration 16Q: 3 clusters Score -5633639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -5633653.000000 Penalty: 5294.608398
	Iteration 17Q: 3 clusters Score -5633653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -5633667.000000 Penalty: 5294.608398
	Iteration 18Q: 3 clusters Score -5633667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -5633667.500000 Penalty: 5294.608398
	Iteration 19Q: 3 clusters Score -5633668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -5633671.500000 Penalty: 5294.608398
	Iteration 20F: 3 clusters Score -5633672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5633681.500000 Penalty: 5294.608398
	Iteration 21Q: 3 clusters Score -5633682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -5633681.500000 Penalty: 5294.608398
	Iteration 22Q: 3 clusters Score -5633682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -5633681.500000 Penalty: 5294.608398
	Iteration 23F: 3 clusters Score -5633682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Entering Unmasked Estep 
Score: -3922749.750000 Penalty: 2547.227295
	Iteration 0F: 2 clusters Score -3922750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3902802.750000 Penalty: 5094.454590
	Iteration 0F: 3 clusters Score -3902803 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3909881.250000 Penalty: 5094.454590
	Iteration 1F: 3 clusters Score -3909881 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -3910328.500000 Penalty: 5094.454590
	Iteration 2Q: 3 clusters Score -3910328 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3910775.750000 Penalty: 5094.454590
	Iteration 3Q: 3 clusters Score -3910776 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3911306.250000 Penalty: 5094.454590
	Iteration 4Q: 3 clusters Score -3911306 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3912044.250000 Penalty: 5094.454590
	Iteration 5F: 3 clusters Score -3912044 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3913094.500000 Penalty: 5094.454590
	Iteration 6F: 3 clusters Score -3913094 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3914622.250000 Penalty: 5094.454590
	Iteration 7F: 3 clusters Score -3914622 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3916413.750000 Penalty: 5094.454590
	Iteration 8F: 3 clusters Score -3916414 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3918121.500000 Penalty: 5094.454590
	Iteration 9F: 3 clusters Score -3918122 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3919309.250000 Penalty: 5094.454590
	Iteration 10Q: 3 clusters Score -3919309 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3919907.250000 Penalty: 5094.454590
	Iteration 11Q: 3 clusters Score -3919907 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3920202.750000 Penalty: 5094.454590
	Iteration 12Q: 3 clusters Score -3920203 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3920323.750000 Penalty: 5094.454590
	Iteration 13Q: 3 clusters Score -3920324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3920386.750000 Penalty: 5094.454590
	Iteration 14Q: 3 clusters Score -3920387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3920418.500000 Penalty: 5094.454590
	Iteration 15Q: 3 clusters Score -3920418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3920438.000000 Penalty: 5094.454590
	Iteration 16Q: 3 clusters Score -3920438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3920445.750000 Penalty: 5094.454590
	Iteration 17Q: 3 clusters Score -3920446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3920448.250000 Penalty: 5094.454590
	Iteration 18Q: 3 clusters Score -3920448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3920453.000000 Penalty: 5094.454590
	Iteration 19Q: 3 clusters Score -3920453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3920457.000000 Penalty: 5094.454590
	Iteration 20F: 3 clusters Score -3920457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3920461.250000 Penalty: 5094.454590
	Iteration 21Q: 3 clusters Score -3920461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3920465.750000 Penalty: 5094.454590
	Iteration 22Q: 3 clusters Score -3920466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3920470.750000 Penalty: 5094.454590
	Iteration 23Q: 3 clusters Score -3920471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3920471.250000 Penalty: 5094.454590
	Iteration 24Q: 3 clusters Score -3920471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3920476.500000 Penalty: 5094.454590
	Iteration 25Q: 3 clusters Score -3920476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3920476.500000 Penalty: 5094.454590
	Iteration 26F: 3 clusters Score -3920476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -136657.171875 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -136657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134607.109375 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -134607.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134926.328125 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -134926.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -135088.593750 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -135088.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135326.796875 Penalty: 3470.354004
	Iteration 3F: 3 clusters Score -135326.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135717.453125 Penalty: 3470.354004
	Iteration 4F: 3 clusters Score -135717.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135950.781250 Penalty: 3470.354004
	Iteration 5F: 3 clusters Score -135950.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136168.203125 Penalty: 3470.354004
	Iteration 6F: 3 clusters Score -136168.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136400.453125 Penalty: 3470.354004
	Iteration 7F: 3 clusters Score -136400.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -136573.093750 Penalty: 3470.354004
	Iteration 8F: 3 clusters Score -136573.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -136727.296875 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -136727.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -136842.140625 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -136842.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -136986.046875 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -136986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -137121.921875 Penalty: 3470.354004
	Iteration 12Q: 3 clusters Score -137121.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -137252.875000 Penalty: 3470.354004
	Iteration 13Q: 3 clusters Score -137252.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -137321.625000 Penalty: 3470.354004
	Iteration 14Q: 3 clusters Score -137321.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -137372.015625 Penalty: 3470.354004
	Iteration 15Q: 3 clusters Score -137372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -137384.734375 Penalty: 3470.354004
	Iteration 16Q: 3 clusters Score -137384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -137393.296875 Penalty: 3470.354004
	Iteration 17Q: 3 clusters Score -137393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -137403.031250 Penalty: 3470.354004
	Iteration 18Q: 3 clusters Score -137403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -137408.531250 Penalty: 3470.354004
	Iteration 19Q: 3 clusters Score -137408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -137414.703125 Penalty: 3470.354004
	Iteration 20F: 3 clusters Score -137414.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -137417.328125 Penalty: 3470.354004
	Iteration 21Q: 3 clusters Score -137417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -137418.609375 Penalty: 3470.354004
	Iteration 22Q: 3 clusters Score -137418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -137420.812500 Penalty: 3470.354004
	Iteration 23Q: 3 clusters Score -137420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -137420.812500 Penalty: 3470.354004
	Iteration 24F: 3 clusters Score -137420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 156997 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167417 members 
Mstep: Class 6 contains 61335 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187956 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172963 members 
Mstep: Class 17 contains 173544 members 
Mstep: Class 18 contains 18641 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43244 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 801 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Mstep: Class 25 contains 292 members 
Entering Unmasked Estep 
Score: -144353024.000000 Penalty: 86221.867188
Splitting cluster 22 changes total score from -144354160.000000 to -144353024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -127405.515625 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -127405.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125454.125000 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -125454.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -125826.875000 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -125826.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125924.375000 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -125924.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125969.250000 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -125969.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126008.929688 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -126008.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -126048.750000 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -126048.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126094.828125 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -126094.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -126151.375000 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -126151.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126207.125000 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -126207.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -126269.070312 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -126269.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126328.304688 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -126328.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126417.718750 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -126417.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -126528.406250 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -126528.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -126752.875000 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -126752.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -126938.000000 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -126938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -127021.148438 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -127021.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -127089.515625 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -127089.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127131.085938 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -127131.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -127147.429688 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -127147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -127167.875000 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -127167.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -127187.054688 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -127187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -127201.125000 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -127201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -127218.890625 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -127218.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -127239.859375 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -127239.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -127260.710938 Penalty: 3444.745361
	Iteration 24Q: 3 clusters Score -127260.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -127286.921875 Penalty: 3444.745361
	Iteration 25Q: 3 clusters Score -127286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -127302.976562 Penalty: 3444.745361
	Iteration 26Q: 3 clusters Score -127303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -127320.414062 Penalty: 3444.745361
	Iteration 27Q: 3 clusters Score -127320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -127340.875000 Penalty: 3444.745361
	Iteration 28Q: 3 clusters Score -127340.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -127349.921875 Penalty: 3444.745361
	Iteration 29Q: 3 clusters Score -127349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127351.664062 Penalty: 3444.745361
	Iteration 30Q: 3 clusters Score -127351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127351.664062 Penalty: 3444.745361
	Iteration 31F: 3 clusters Score -127351.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -168367.656250 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -168367.7 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 706 members 
Entering Unmasked Estep 
Score: -166265.250000 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -166265.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -166775.015625 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -166775 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166994.500000 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -166994.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -167122.109375 Penalty: 3592.782471
	Iteration 3F: 3 clusters Score -167122.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -167233.984375 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -167234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -167331.375000 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -167331.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -167409.234375 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -167409.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -167450.546875 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -167450.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -167474.921875 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -167474.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -167478.718750 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -167478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -167482.609375 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -167482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167483.859375 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -167483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -167485.484375 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -167485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -167486.750000 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -167486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -167487.875000 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -167487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -167489.437500 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -167489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -167491.125000 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -167491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -167493.921875 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -167493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -167497.109375 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -167497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167500.062500 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -167500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167500.062500 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -167500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 156997 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167417 members 
Mstep: Class 6 contains 61335 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187956 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172963 members 
Mstep: Class 17 contains 173544 members 
Mstep: Class 18 contains 18641 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43244 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354144.000000 Penalty: 82772.992188
Iteration 239Q: 25 clusters Score -1.443541e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 156999 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167419 members 
Mstep: Class 6 contains 61334 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187954 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172963 members 
Mstep: Class 17 contains 173542 members 
Mstep: Class 18 contains 18641 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43245 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354112.000000 Penalty: 82772.992188
Iteration 240F: 25 clusters Score -1.443541e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157004 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167417 members 
Mstep: Class 6 contains 61334 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187948 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172963 members 
Mstep: Class 17 contains 173542 members 
Mstep: Class 18 contains 18642 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43247 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 241Q: 25 clusters Score -1.443541e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157005 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167413 members 
Mstep: Class 6 contains 61335 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187945 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172962 members 
Mstep: Class 17 contains 173544 members 
Mstep: Class 18 contains 18643 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43250 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 242Q: 25 clusters Score -1.443541e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157006 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167411 members 
Mstep: Class 6 contains 61336 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187946 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172960 members 
Mstep: Class 17 contains 173542 members 
Mstep: Class 18 contains 18643 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43253 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354064.000000 Penalty: 82772.992188
Iteration 243Q: 25 clusters Score -1.443541e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157006 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167411 members 
Mstep: Class 6 contains 61337 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187946 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172961 members 
Mstep: Class 17 contains 173538 members 
Mstep: Class 18 contains 18643 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43255 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354064.000000 Penalty: 82772.992188
Iteration 244Q: 25 clusters Score -1.443541e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157006 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167409 members 
Mstep: Class 6 contains 61336 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187947 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172962 members 
Mstep: Class 17 contains 173537 members 
Mstep: Class 18 contains 18644 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43256 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354080.000000 Penalty: 82772.992188
Iteration 245Q: 25 clusters Score -1.443541e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157008 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 167406 members 
Mstep: Class 6 contains 61335 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187949 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172963 members 
Mstep: Class 17 contains 173533 members 
Mstep: Class 18 contains 18646 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354176.000000 Penalty: 82772.992188
Iteration 246Q: 25 clusters Score -1.443542e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157008 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167405 members 
Mstep: Class 6 contains 61335 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187951 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172963 members 
Mstep: Class 17 contains 173531 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 247Q: 25 clusters Score -1.443541e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157010 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167405 members 
Mstep: Class 6 contains 61334 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187949 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172965 members 
Mstep: Class 17 contains 173530 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 248Q: 25 clusters Score -1.443541e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157010 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167403 members 
Mstep: Class 6 contains 61333 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187950 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172968 members 
Mstep: Class 17 contains 173529 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 249Q: 25 clusters Score -1.443541e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157010 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167402 members 
Mstep: Class 6 contains 61333 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187951 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172968 members 
Mstep: Class 17 contains 173529 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 250Q: 25 clusters Score -1.443542e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157009 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167401 members 
Mstep: Class 6 contains 61333 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187950 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172970 members 
Mstep: Class 17 contains 173530 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 251Q: 25 clusters Score -1.443542e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157009 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167401 members 
Mstep: Class 6 contains 61333 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187950 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172970 members 
Mstep: Class 17 contains 173530 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354208.000000 Penalty: 82772.992188
Iteration 252Q: 25 clusters Score -1.443542e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157009 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167402 members 
Mstep: Class 6 contains 61333 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187951 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172968 members 
Mstep: Class 17 contains 173530 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354160.000000 Penalty: 82772.992188
Iteration 253Q: 25 clusters Score -1.443542e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157009 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167403 members 
Mstep: Class 6 contains 61333 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187952 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172967 members 
Mstep: Class 17 contains 173529 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354096.000000 Penalty: 82772.992188
Iteration 254Q: 25 clusters Score -1.443541e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157011 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167402 members 
Mstep: Class 6 contains 61333 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187950 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172967 members 
Mstep: Class 17 contains 173530 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354144.000000 Penalty: 82772.992188
Iteration 255Q: 25 clusters Score -1.443541e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157012 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167402 members 
Mstep: Class 6 contains 61333 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187949 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172968 members 
Mstep: Class 17 contains 173529 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354160.000000 Penalty: 82772.992188
Iteration 256Q: 25 clusters Score -1.443542e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157011 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167402 members 
Mstep: Class 6 contains 61333 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187949 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172969 members 
Mstep: Class 17 contains 173528 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 257Q: 25 clusters Score -1.443542e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157011 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167403 members 
Mstep: Class 6 contains 61333 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187949 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172970 members 
Mstep: Class 17 contains 173526 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 258Q: 25 clusters Score -1.443542e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157011 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167403 members 
Mstep: Class 6 contains 61333 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187947 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172971 members 
Mstep: Class 17 contains 173527 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354208.000000 Penalty: 82772.992188
Iteration 259Q: 25 clusters Score -1.443542e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157011 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167403 members 
Mstep: Class 6 contains 61332 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187945 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172973 members 
Mstep: Class 17 contains 173528 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 260F: 25 clusters Score -1.443542e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157012 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167403 members 
Mstep: Class 6 contains 61331 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187945 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172973 members 
Mstep: Class 17 contains 173527 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43258 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354208.000000 Penalty: 82772.992188
Iteration 261Q: 25 clusters Score -1.443542e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157013 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167403 members 
Mstep: Class 6 contains 61331 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187943 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172973 members 
Mstep: Class 17 contains 173527 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43259 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354176.000000 Penalty: 82772.992188
Iteration 262Q: 25 clusters Score -1.443542e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157015 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167403 members 
Mstep: Class 6 contains 61331 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187940 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172973 members 
Mstep: Class 17 contains 173526 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43261 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354112.000000 Penalty: 82772.992188
Iteration 263Q: 25 clusters Score -1.443541e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157013 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167402 members 
Mstep: Class 6 contains 61331 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187941 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172973 members 
Mstep: Class 17 contains 173527 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354176.000000 Penalty: 82772.992188
Iteration 264Q: 25 clusters Score -1.443542e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157015 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167400 members 
Mstep: Class 6 contains 61331 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187941 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172973 members 
Mstep: Class 17 contains 173527 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354160.000000 Penalty: 82772.992188
Iteration 265Q: 25 clusters Score -1.443542e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157017 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167396 members 
Mstep: Class 6 contains 61331 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187941 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172974 members 
Mstep: Class 17 contains 173528 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 266Q: 25 clusters Score -1.443542e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157016 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167392 members 
Mstep: Class 6 contains 61332 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187941 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172976 members 
Mstep: Class 17 contains 173530 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354176.000000 Penalty: 82772.992188
Iteration 267Q: 25 clusters Score -1.443542e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157015 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167389 members 
Mstep: Class 6 contains 61332 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187941 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172979 members 
Mstep: Class 17 contains 173531 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354128.000000 Penalty: 82772.992188
Iteration 268Q: 25 clusters Score -1.443541e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157015 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167388 members 
Mstep: Class 6 contains 61332 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187942 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172977 members 
Mstep: Class 17 contains 173533 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354192.000000 Penalty: 82772.992188
Iteration 269Q: 25 clusters Score -1.443542e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157015 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167386 members 
Mstep: Class 6 contains 61332 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187943 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172977 members 
Mstep: Class 17 contains 173534 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 270Q: 25 clusters Score -1.443542e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157015 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167385 members 
Mstep: Class 6 contains 61332 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187944 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172977 members 
Mstep: Class 17 contains 173534 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354224.000000 Penalty: 82772.992188
Iteration 271Q: 25 clusters Score -1.443542e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157015 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167387 members 
Mstep: Class 6 contains 61332 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187942 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172976 members 
Mstep: Class 17 contains 173535 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 272Q: 25 clusters Score -1.443542e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157015 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167386 members 
Mstep: Class 6 contains 61332 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187942 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172977 members 
Mstep: Class 17 contains 173535 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 273Q: 25 clusters Score -1.443542e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157015 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167386 members 
Mstep: Class 6 contains 61332 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187942 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172977 members 
Mstep: Class 17 contains 173535 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144354240.000000 Penalty: 82772.992188
Iteration 274F: 25 clusters Score -1.443542e+08 nChanged 0
Entering ConstructFrom: 
Score: -144354240.000000 Penalty: 82772.992188
Entering ConstructFrom: 
Trying to split cluster 1 (5675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Entering Unmasked Estep 
Score: -788402.437500 Penalty: 2143.668701
	Iteration 0F: 2 clusters Score -788402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -783409.250000 Penalty: 4287.337402
	Iteration 0F: 3 clusters Score -783409.2 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -784618.687500 Penalty: 4287.337402
	Iteration 1F: 3 clusters Score -784618.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -784812.125000 Penalty: 4287.337402
	Iteration 2F: 3 clusters Score -784812.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -784935.625000 Penalty: 4287.337402
	Iteration 3Q: 3 clusters Score -784935.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -785017.062500 Penalty: 4287.337402
	Iteration 4Q: 3 clusters Score -785017.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -785077.750000 Penalty: 4287.337402
	Iteration 5Q: 3 clusters Score -785077.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -785134.500000 Penalty: 4287.337402
	Iteration 6Q: 3 clusters Score -785134.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -785169.687500 Penalty: 4287.337402
	Iteration 7Q: 3 clusters Score -785169.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -785200.375000 Penalty: 4287.337402
	Iteration 8Q: 3 clusters Score -785200.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -785230.375000 Penalty: 4287.337402
	Iteration 9Q: 3 clusters Score -785230.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -785255.625000 Penalty: 4287.337402
	Iteration 10Q: 3 clusters Score -785255.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -785284.562500 Penalty: 4287.337402
	Iteration 11Q: 3 clusters Score -785284.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -785316.375000 Penalty: 4287.337402
	Iteration 12Q: 3 clusters Score -785316.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -785359.000000 Penalty: 4287.337402
	Iteration 13Q: 3 clusters Score -785359 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -785407.000000 Penalty: 4287.337402
	Iteration 14Q: 3 clusters Score -785407 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -785462.000000 Penalty: 4287.337402
	Iteration 15Q: 3 clusters Score -785462 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -785520.437500 Penalty: 4287.337402
	Iteration 16Q: 3 clusters Score -785520.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -785576.500000 Penalty: 4287.337402
	Iteration 17Q: 3 clusters Score -785576.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -785639.625000 Penalty: 4287.337402
	Iteration 18Q: 3 clusters Score -785639.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -785704.250000 Penalty: 4287.337402
	Iteration 19Q: 3 clusters Score -785704.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -785772.625000 Penalty: 4287.337402
	Iteration 20F: 3 clusters Score -785772.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -785854.875000 Penalty: 4287.337402
	Iteration 21Q: 3 clusters Score -785854.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -785935.812500 Penalty: 4287.337402
	Iteration 22Q: 3 clusters Score -785935.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -786024.687500 Penalty: 4287.337402
	Iteration 23Q: 3 clusters Score -786024.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -786109.687500 Penalty: 4287.337402
	Iteration 24Q: 3 clusters Score -786109.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -786174.562500 Penalty: 4287.337402
	Iteration 25Q: 3 clusters Score -786174.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -786243.812500 Penalty: 4287.337402
	Iteration 26Q: 3 clusters Score -786243.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -786309.000000 Penalty: 4287.337402
	Iteration 27Q: 3 clusters Score -786309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -786345.125000 Penalty: 4287.337402
	Iteration 28Q: 3 clusters Score -786345.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -786371.562500 Penalty: 4287.337402
	Iteration 29Q: 3 clusters Score -786371.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -786394.625000 Penalty: 4287.337402
	Iteration 30Q: 3 clusters Score -786394.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -786412.187500 Penalty: 4287.337402
	Iteration 31Q: 3 clusters Score -786412.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -786428.625000 Penalty: 4287.337402
	Iteration 32Q: 3 clusters Score -786428.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -786442.750000 Penalty: 4287.337402
	Iteration 33Q: 3 clusters Score -786442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -786452.750000 Penalty: 4287.337402
	Iteration 34Q: 3 clusters Score -786452.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -786456.812500 Penalty: 4287.337402
	Iteration 35Q: 3 clusters Score -786456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -786458.562500 Penalty: 4287.337402
	Iteration 36Q: 3 clusters Score -786458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -786460.562500 Penalty: 4287.337402
	Iteration 37Q: 3 clusters Score -786460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -786460.562500 Penalty: 4287.337402
	Iteration 38F: 3 clusters Score -786460.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -288048.812500 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -288048.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -285285.406250 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -285285.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -285891.625000 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -285891.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286104.562500 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -286104.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -286218.343750 Penalty: 3830.886963
	Iteration 3F: 3 clusters Score -286218.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -286315.125000 Penalty: 3830.886963
	Iteration 4Q: 3 clusters Score -286315.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -286389.593750 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -286389.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -286440.125000 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -286440.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -286481.531250 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -286481.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -286515.750000 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -286515.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -286538.625000 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -286538.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -286553.593750 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -286553.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -286564.843750 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -286564.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -286573.500000 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -286573.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -286581.937500 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -286581.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -286587.656250 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -286587.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -286595.562500 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -286595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -286602.156250 Penalty: 3830.886963
	Iteration 16Q: 3 clusters Score -286602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -286613.218750 Penalty: 3830.886963
	Iteration 17Q: 3 clusters Score -286613.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -286625.468750 Penalty: 3830.886963
	Iteration 18Q: 3 clusters Score -286625.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -286640.656250 Penalty: 3830.886963
	Iteration 19Q: 3 clusters Score -286640.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -286645.781250 Penalty: 3830.886963
	Iteration 20F: 3 clusters Score -286645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -286650.875000 Penalty: 3830.886963
	Iteration 21Q: 3 clusters Score -286650.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -286659.031250 Penalty: 3830.886963
	Iteration 22Q: 3 clusters Score -286659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -286661.843750 Penalty: 3830.886963
	Iteration 23Q: 3 clusters Score -286661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -286662.250000 Penalty: 3830.886963
	Iteration 24Q: 3 clusters Score -286662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -286662.718750 Penalty: 3830.886963
	Iteration 25Q: 3 clusters Score -286662.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -286662.718750 Penalty: 3830.886963
	Iteration 26F: 3 clusters Score -286662.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (157015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157015 members 
Entering Unmasked Estep 
Score: -21060436.000000 Penalty: 2967.095947
	Iteration 0F: 2 clusters Score -2.106044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -20956404.000000 Penalty: 5934.191895
	Iteration 0F: 3 clusters Score -2.09564e+07 nChanged 75105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -20999544.000000 Penalty: 5934.191895
	Iteration 1F: 3 clusters Score -2.099954e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -21000378.000000 Penalty: 5934.191895
	Iteration 2Q: 3 clusters Score -2.100038e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -21001464.000000 Penalty: 5934.191895
	Iteration 3Q: 3 clusters Score -2.100146e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 78261 members 
Entering Unmasked Estep 
Score: -21002322.000000 Penalty: 5934.191895
	Iteration 4Q: 3 clusters Score -2.100232e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -21003430.000000 Penalty: 5934.191895
	Iteration 5Q: 3 clusters Score -2.100343e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 77605 members 
Entering Unmasked Estep 
Score: -21004740.000000 Penalty: 5934.191895
	Iteration 6Q: 3 clusters Score -2.100474e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -21006422.000000 Penalty: 5934.191895
	Iteration 7Q: 3 clusters Score -2.100642e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -21009382.000000 Penalty: 5934.191895
	Iteration 8Q: 3 clusters Score -2.100938e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -21014102.000000 Penalty: 5934.191895
	Iteration 9F: 3 clusters Score -2.10141e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -21020920.000000 Penalty: 5934.191895
	Iteration 10F: 3 clusters Score -2.102092e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -21028478.000000 Penalty: 5934.191895
	Iteration 11F: 3 clusters Score -2.102848e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -21034468.000000 Penalty: 5934.191895
	Iteration 12F: 3 clusters Score -2.103447e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 72092 members 
Entering Unmasked Estep 
Score: -21037236.000000 Penalty: 5934.191895
	Iteration 13Q: 3 clusters Score -2.103724e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -21038840.000000 Penalty: 5934.191895
	Iteration 14Q: 3 clusters Score -2.103884e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 71965 members 
Entering Unmasked Estep 
Score: -21039952.000000 Penalty: 5934.191895
	Iteration 15Q: 3 clusters Score -2.103995e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -21041124.000000 Penalty: 5934.191895
	Iteration 16Q: 3 clusters Score -2.104112e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -21042048.000000 Penalty: 5934.191895
	Iteration 17Q: 3 clusters Score -2.104205e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -21042968.000000 Penalty: 5934.191895
	Iteration 18Q: 3 clusters Score -2.104297e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -21043924.000000 Penalty: 5934.191895
	Iteration 19Q: 3 clusters Score -2.104392e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 75029 members 
Entering Unmasked Estep 
Score: -21044664.000000 Penalty: 5934.191895
	Iteration 20F: 3 clusters Score -2.104466e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -21045418.000000 Penalty: 5934.191895
	Iteration 21Q: 3 clusters Score -2.104542e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -21046206.000000 Penalty: 5934.191895
	Iteration 22Q: 3 clusters Score -2.104621e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -21046800.000000 Penalty: 5934.191895
	Iteration 23Q: 3 clusters Score -2.10468e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -21047320.000000 Penalty: 5934.191895
	Iteration 24Q: 3 clusters Score -2.104732e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -21047872.000000 Penalty: 5934.191895
	Iteration 25Q: 3 clusters Score -2.104787e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -21048352.000000 Penalty: 5934.191895
	Iteration 26Q: 3 clusters Score -2.104835e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -21048780.000000 Penalty: 5934.191895
	Iteration 27Q: 3 clusters Score -2.104878e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -21049080.000000 Penalty: 5934.191895
	Iteration 28Q: 3 clusters Score -2.104908e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -21049440.000000 Penalty: 5934.191895
	Iteration 29Q: 3 clusters Score -2.104944e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -21049692.000000 Penalty: 5934.191895
	Iteration 30Q: 3 clusters Score -2.104969e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -21049946.000000 Penalty: 5934.191895
	Iteration 31Q: 3 clusters Score -2.104995e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 91877 members 
Entering Unmasked Estep 
Score: -21050096.000000 Penalty: 5934.191895
	Iteration 32Q: 3 clusters Score -2.10501e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -21050242.000000 Penalty: 5934.191895
	Iteration 33Q: 3 clusters Score -2.105024e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 94054 members 
Entering Unmasked Estep 
Score: -21050460.000000 Penalty: 5934.191895
	Iteration 34Q: 3 clusters Score -2.105046e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -21050584.000000 Penalty: 5934.191895
	Iteration 35Q: 3 clusters Score -2.105058e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 96053 members 
Entering Unmasked Estep 
Score: -21050748.000000 Penalty: 5934.191895
	Iteration 36Q: 3 clusters Score -2.105075e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -21050812.000000 Penalty: 5934.191895
	Iteration 37Q: 3 clusters Score -2.105081e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -21050948.000000 Penalty: 5934.191895
	Iteration 38Q: 3 clusters Score -2.105095e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -21050988.000000 Penalty: 5934.191895
	Iteration 39Q: 3 clusters Score -2.105099e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -21051148.000000 Penalty: 5934.191895
	Iteration 40F: 3 clusters Score -2.105115e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -21051216.000000 Penalty: 5934.191895
	Iteration 41Q: 3 clusters Score -2.105122e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 100903 members 
Entering Unmasked Estep 
Score: -21051250.000000 Penalty: 5934.191895
	Iteration 42Q: 3 clusters Score -2.105125e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 101635 members 
Entering Unmasked Estep 
Score: -21051278.000000 Penalty: 5934.191895
	Iteration 43Q: 3 clusters Score -2.105128e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -21051360.000000 Penalty: 5934.191895
	Iteration 44Q: 3 clusters Score -2.105136e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
Score: -21051414.000000 Penalty: 5934.191895
	Iteration 45Q: 3 clusters Score -2.105141e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -21051494.000000 Penalty: 5934.191895
	Iteration 46Q: 3 clusters Score -2.105149e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 104031 members 
Entering Unmasked Estep 
Score: -21051496.000000 Penalty: 5934.191895
	Iteration 47Q: 3 clusters Score -2.10515e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -21051588.000000 Penalty: 5934.191895
	Iteration 48Q: 3 clusters Score -2.105159e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 105053 members 
Entering Unmasked Estep 
Score: -21051596.000000 Penalty: 5934.191895
	Iteration 49Q: 3 clusters Score -2.10516e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -21051656.000000 Penalty: 5934.191895
	Iteration 50Q: 3 clusters Score -2.105166e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
Score: -21051700.000000 Penalty: 5934.191895
	Iteration 51Q: 3 clusters Score -2.10517e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -21051760.000000 Penalty: 5934.191895
	Iteration 52Q: 3 clusters Score -2.105176e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 106965 members 
Entering Unmasked Estep 
Score: -21051816.000000 Penalty: 5934.191895
	Iteration 53Q: 3 clusters Score -2.105182e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 107391 members 
Entering Unmasked Estep 
Score: -21051890.000000 Penalty: 5934.191895
	Iteration 54Q: 3 clusters Score -2.105189e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 107784 members 
Entering Unmasked Estep 
Score: -21051886.000000 Penalty: 5934.191895
	Iteration 55Q: 3 clusters Score -2.105189e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 108142 members 
Entering Unmasked Estep 
Score: -21051854.000000 Penalty: 5934.191895
	Iteration 56Q: 3 clusters Score -2.105185e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 108498 members 
Entering Unmasked Estep 
Score: -21051868.000000 Penalty: 5934.191895
	Iteration 57Q: 3 clusters Score -2.105187e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 108850 members 
Entering Unmasked Estep 
Score: -21051934.000000 Penalty: 5934.191895
	Iteration 58Q: 3 clusters Score -2.105193e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -21051898.000000 Penalty: 5934.191895
	Iteration 59Q: 3 clusters Score -2.10519e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 109493 members 
Entering Unmasked Estep 
Score: -21051950.000000 Penalty: 5934.191895
	Iteration 60F: 3 clusters Score -2.105195e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 109769 members 
Entering Unmasked Estep 
Score: -21051932.000000 Penalty: 5934.191895
	Iteration 61Q: 3 clusters Score -2.105193e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 110023 members 
Entering Unmasked Estep 
Score: -21051934.000000 Penalty: 5934.191895
	Iteration 62Q: 3 clusters Score -2.105193e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 110250 members 
Entering Unmasked Estep 
Score: -21051926.000000 Penalty: 5934.191895
	Iteration 63Q: 3 clusters Score -2.105193e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -21051924.000000 Penalty: 5934.191895
	Iteration 64Q: 3 clusters Score -2.105192e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -21051968.000000 Penalty: 5934.191895
	Iteration 65Q: 3 clusters Score -2.105197e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 110922 members 
Entering Unmasked Estep 
Score: -21051960.000000 Penalty: 5934.191895
	Iteration 66Q: 3 clusters Score -2.105196e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 111155 members 
Entering Unmasked Estep 
Score: -21051980.000000 Penalty: 5934.191895
	Iteration 67Q: 3 clusters Score -2.105198e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -21051988.000000 Penalty: 5934.191895
	Iteration 68Q: 3 clusters Score -2.105199e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 111572 members 
Entering Unmasked Estep 
Score: -21051998.000000 Penalty: 5934.191895
	Iteration 69Q: 3 clusters Score -2.1052e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 111731 members 
Entering Unmasked Estep 
Score: -21051978.000000 Penalty: 5934.191895
	Iteration 70Q: 3 clusters Score -2.105198e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 111890 members 
Entering Unmasked Estep 
Score: -21051948.000000 Penalty: 5934.191895
	Iteration 71Q: 3 clusters Score -2.105195e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 112038 members 
Entering Unmasked Estep 
Score: -21051934.000000 Penalty: 5934.191895
	Iteration 72Q: 3 clusters Score -2.105193e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 112203 members 
Entering Unmasked Estep 
Score: -21051914.000000 Penalty: 5934.191895
	Iteration 73Q: 3 clusters Score -2.105191e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 112379 members 
Entering Unmasked Estep 
Score: -21051940.000000 Penalty: 5934.191895
	Iteration 74Q: 3 clusters Score -2.105194e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 112558 members 
Entering Unmasked Estep 
Score: -21051928.000000 Penalty: 5934.191895
	Iteration 75Q: 3 clusters Score -2.105193e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 112727 members 
Entering Unmasked Estep 
Score: -21051906.000000 Penalty: 5934.191895
	Iteration 76Q: 3 clusters Score -2.105191e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 112887 members 
Entering Unmasked Estep 
Score: -21051906.000000 Penalty: 5934.191895
	Iteration 77Q: 3 clusters Score -2.105191e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 113019 members 
Entering Unmasked Estep 
Score: -21051872.000000 Penalty: 5934.191895
	Iteration 78Q: 3 clusters Score -2.105187e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 113158 members 
Entering Unmasked Estep 
Score: -21051832.000000 Penalty: 5934.191895
	Iteration 79Q: 3 clusters Score -2.105183e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 113313 members 
Entering Unmasked Estep 
Score: -21051846.000000 Penalty: 5934.191895
	Iteration 80F: 3 clusters Score -2.105185e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 113456 members 
Entering Unmasked Estep 
Score: -21051864.000000 Penalty: 5934.191895
	Iteration 81Q: 3 clusters Score -2.105186e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -21051846.000000 Penalty: 5934.191895
	Iteration 82Q: 3 clusters Score -2.105185e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 113728 members 
Entering Unmasked Estep 
Score: -21051870.000000 Penalty: 5934.191895
	Iteration 83Q: 3 clusters Score -2.105187e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 113887 members 
Entering Unmasked Estep 
Score: -21051886.000000 Penalty: 5934.191895
	Iteration 84Q: 3 clusters Score -2.105189e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 114024 members 
Entering Unmasked Estep 
Score: -21051926.000000 Penalty: 5934.191895
	Iteration 85Q: 3 clusters Score -2.105193e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 114147 members 
Entering Unmasked Estep 
Score: -21051904.000000 Penalty: 5934.191895
	Iteration 86Q: 3 clusters Score -2.10519e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 114257 members 
Entering Unmasked Estep 
Score: -21051874.000000 Penalty: 5934.191895
	Iteration 87Q: 3 clusters Score -2.105187e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 114364 members 
Entering Unmasked Estep 
Score: -21051872.000000 Penalty: 5934.191895
	Iteration 88Q: 3 clusters Score -2.105187e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 114473 members 
Entering Unmasked Estep 
Score: -21051898.000000 Penalty: 5934.191895
	Iteration 89Q: 3 clusters Score -2.10519e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
Score: -21051872.000000 Penalty: 5934.191895
	Iteration 90Q: 3 clusters Score -2.105187e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 114662 members 
Entering Unmasked Estep 
Score: -21051896.000000 Penalty: 5934.191895
	Iteration 91Q: 3 clusters Score -2.10519e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 114748 members 
Entering Unmasked Estep 
Score: -21051944.000000 Penalty: 5934.191895
	Iteration 92Q: 3 clusters Score -2.105194e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 114845 members 
Entering Unmasked Estep 
Score: -21051920.000000 Penalty: 5934.191895
	Iteration 93Q: 3 clusters Score -2.105192e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 114940 members 
Entering Unmasked Estep 
Score: -21051904.000000 Penalty: 5934.191895
	Iteration 94Q: 3 clusters Score -2.10519e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 115028 members 
Entering Unmasked Estep 
Score: -21051890.000000 Penalty: 5934.191895
	Iteration 95Q: 3 clusters Score -2.105189e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -21051898.000000 Penalty: 5934.191895
	Iteration 96Q: 3 clusters Score -2.10519e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 115184 members 
Entering Unmasked Estep 
Score: -21051946.000000 Penalty: 5934.191895
	Iteration 97Q: 3 clusters Score -2.105195e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -21051886.000000 Penalty: 5934.191895
	Iteration 98Q: 3 clusters Score -2.105189e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 115331 members 
Entering Unmasked Estep 
Score: -21051904.000000 Penalty: 5934.191895
	Iteration 99Q: 3 clusters Score -2.10519e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 115402 members 
Entering Unmasked Estep 
Score: -21051906.000000 Penalty: 5934.191895
	Iteration 100F: 3 clusters Score -2.105191e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -21051944.000000 Penalty: 5934.191895
	Iteration 101Q: 3 clusters Score -2.105194e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 115519 members 
Entering Unmasked Estep 
Score: -21051936.000000 Penalty: 5934.191895
	Iteration 102Q: 3 clusters Score -2.105194e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 115573 members 
Entering Unmasked Estep 
Score: -21051940.000000 Penalty: 5934.191895
	Iteration 103Q: 3 clusters Score -2.105194e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 115620 members 
Entering Unmasked Estep 
Score: -21051902.000000 Penalty: 5934.191895
	Iteration 104Q: 3 clusters Score -2.10519e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 115668 members 
Entering Unmasked Estep 
Score: -21051924.000000 Penalty: 5934.191895
	Iteration 105Q: 3 clusters Score -2.105192e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 115700 members 
Entering Unmasked Estep 
Score: -21051926.000000 Penalty: 5934.191895
	Iteration 106Q: 3 clusters Score -2.105193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 115730 members 
Entering Unmasked Estep 
Score: -21051936.000000 Penalty: 5934.191895
	Iteration 107Q: 3 clusters Score -2.105194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 115754 members 
Entering Unmasked Estep 
Score: -21051910.000000 Penalty: 5934.191895
	Iteration 108Q: 3 clusters Score -2.105191e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -21051928.000000 Penalty: 5934.191895
	Iteration 109Q: 3 clusters Score -2.105193e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 115813 members 
Entering Unmasked Estep 
Score: -21051930.000000 Penalty: 5934.191895
	Iteration 110Q: 3 clusters Score -2.105193e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 115841 members 
Entering Unmasked Estep 
Score: -21051950.000000 Penalty: 5934.191895
	Iteration 111Q: 3 clusters Score -2.105195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -21051948.000000 Penalty: 5934.191895
	Iteration 112Q: 3 clusters Score -2.105195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 115899 members 
Entering Unmasked Estep 
Score: -21051932.000000 Penalty: 5934.191895
	Iteration 113Q: 3 clusters Score -2.105193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 115932 members 
Entering Unmasked Estep 
Score: -21051944.000000 Penalty: 5934.191895
	Iteration 114Q: 3 clusters Score -2.105194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 115960 members 
Entering Unmasked Estep 
Score: -21051940.000000 Penalty: 5934.191895
	Iteration 115Q: 3 clusters Score -2.105194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 115993 members 
Entering Unmasked Estep 
Score: -21051960.000000 Penalty: 5934.191895
	Iteration 116Q: 3 clusters Score -2.105196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 116015 members 
Entering Unmasked Estep 
Score: -21051974.000000 Penalty: 5934.191895
	Iteration 117Q: 3 clusters Score -2.105197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.105197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 116062 members 
Entering Unmasked Estep 
Score: -21051980.000000 Penalty: 5934.191895
	Iteration 119Q: 3 clusters Score -2.105198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 116083 members 
Entering Unmasked Estep 
Score: -21051978.000000 Penalty: 5934.191895
	Iteration 120F: 3 clusters Score -2.105198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 116101 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.105196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 116118 members 
Entering Unmasked Estep 
Score: -21051976.000000 Penalty: 5934.191895
	Iteration 122Q: 3 clusters Score -2.105198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 116140 members 
Entering Unmasked Estep 
Score: -21051962.000000 Penalty: 5934.191895
	Iteration 123Q: 3 clusters Score -2.105196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 116164 members 
Entering Unmasked Estep 
Score: -21051992.000000 Penalty: 5934.191895
	Iteration 124Q: 3 clusters Score -2.105199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 116187 members 
Entering Unmasked Estep 
Score: -21052002.000000 Penalty: 5934.191895
	Iteration 125Q: 3 clusters Score -2.1052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 116208 members 
Entering Unmasked Estep 
Score: -21052000.000000 Penalty: 5934.191895
	Iteration 126Q: 3 clusters Score -2.1052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 116228 members 
Entering Unmasked Estep 
Score: -21052004.000000 Penalty: 5934.191895
	Iteration 127Q: 3 clusters Score -2.1052e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 116251 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.105199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 116271 members 
Entering Unmasked Estep 
Score: -21051996.000000 Penalty: 5934.191895
	Iteration 129Q: 3 clusters Score -2.1052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 116288 members 
Entering Unmasked Estep 
Score: -21051996.000000 Penalty: 5934.191895
	Iteration 130Q: 3 clusters Score -2.1052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 116305 members 
Entering Unmasked Estep 
Score: -21051984.000000 Penalty: 5934.191895
	Iteration 131Q: 3 clusters Score -2.105198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 116325 members 
Entering Unmasked Estep 
Score: -21051982.000000 Penalty: 5934.191895
	Iteration 132Q: 3 clusters Score -2.105198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 116349 members 
Entering Unmasked Estep 
Score: -21051988.000000 Penalty: 5934.191895
	Iteration 133Q: 3 clusters Score -2.105199e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 116380 members 
Entering Unmasked Estep 
Score: -21051982.000000 Penalty: 5934.191895
	Iteration 134Q: 3 clusters Score -2.105198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 116407 members 
Entering Unmasked Estep 
Score: -21051984.000000 Penalty: 5934.191895
	Iteration 135Q: 3 clusters Score -2.105198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 116424 members 
Entering Unmasked Estep 
Score: -21051982.000000 Penalty: 5934.191895
	Iteration 136Q: 3 clusters Score -2.105198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 116445 members 
Entering Unmasked Estep 
Score: -21052000.000000 Penalty: 5934.191895
	Iteration 137Q: 3 clusters Score -2.1052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 116461 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.105199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 116476 members 
Entering Unmasked Estep 
Score: -21051984.000000 Penalty: 5934.191895
	Iteration 139Q: 3 clusters Score -2.105198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 116485 members 
Entering Unmasked Estep 
Score: -21051974.000000 Penalty: 5934.191895
	Iteration 140F: 3 clusters Score -2.105197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -21051988.000000 Penalty: 5934.191895
	Iteration 141Q: 3 clusters Score -2.105199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 116510 members 
Entering Unmasked Estep 
Score: -21051978.000000 Penalty: 5934.191895
	Iteration 142Q: 3 clusters Score -2.105198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 116521 members 
Entering Unmasked Estep 
Score: -21051974.000000 Penalty: 5934.191895
	Iteration 143Q: 3 clusters Score -2.105197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 116532 members 
Entering Unmasked Estep 
Score: -21051968.000000 Penalty: 5934.191895
	Iteration 144Q: 3 clusters Score -2.105197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -21051970.000000 Penalty: 5934.191895
	Iteration 145Q: 3 clusters Score -2.105197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 116571 members 
Entering Unmasked Estep 
Score: -21051978.000000 Penalty: 5934.191895
	Iteration 146Q: 3 clusters Score -2.105198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 116596 members 
Entering Unmasked Estep 
Score: -21051980.000000 Penalty: 5934.191895
	Iteration 147Q: 3 clusters Score -2.105198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 116631 members 
Entering Unmasked Estep 
Score: -21051956.000000 Penalty: 5934.191895
	Iteration 148Q: 3 clusters Score -2.105196e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 116673 members 
Entering Unmasked Estep 
Score: -21051970.000000 Penalty: 5934.191895
	Iteration 149Q: 3 clusters Score -2.105197e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 116713 members 
Entering Unmasked Estep 
Score: -21051988.000000 Penalty: 5934.191895
	Iteration 150Q: 3 clusters Score -2.105199e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 116749 members 
Entering Unmasked Estep 
Score: -21051982.000000 Penalty: 5934.191895
	Iteration 151Q: 3 clusters Score -2.105198e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
Score: -21051980.000000 Penalty: 5934.191895
	Iteration 152Q: 3 clusters Score -2.105198e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 116812 members 
Entering Unmasked Estep 
Score: -21052000.000000 Penalty: 5934.191895
	Iteration 153Q: 3 clusters Score -2.1052e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 116840 members 
Entering Unmasked Estep 
Score: -21051996.000000 Penalty: 5934.191895
	Iteration 154Q: 3 clusters Score -2.1052e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 116863 members 
Entering Unmasked Estep 
Score: -21051998.000000 Penalty: 5934.191895
	Iteration 155Q: 3 clusters Score -2.1052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 116890 members 
Entering Unmasked Estep 
Score: -21051990.000000 Penalty: 5934.191895
	Iteration 156Q: 3 clusters Score -2.105199e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 116916 members 
Entering Unmasked Estep 
Score: -21052008.000000 Penalty: 5934.191895
	Iteration 157Q: 3 clusters Score -2.105201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 116938 members 
Entering Unmasked Estep 
Score: -21052006.000000 Penalty: 5934.191895
	Iteration 158Q: 3 clusters Score -2.105201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
Score: -21051994.000000 Penalty: 5934.191895
	Iteration 159Q: 3 clusters Score -2.105199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 116978 members 
Entering Unmasked Estep 
Score: -21051998.000000 Penalty: 5934.191895
	Iteration 160F: 3 clusters Score -2.1052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 116989 members 
Entering Unmasked Estep 
Score: -21051986.000000 Penalty: 5934.191895
	Iteration 161Q: 3 clusters Score -2.105199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 117004 members 
Entering Unmasked Estep 
Score: -21051994.000000 Penalty: 5934.191895
	Iteration 162Q: 3 clusters Score -2.105199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 117019 members 
Entering Unmasked Estep 
Score: -21051994.000000 Penalty: 5934.191895
	Iteration 163Q: 3 clusters Score -2.105199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 117033 members 
Entering Unmasked Estep 
Score: -21052016.000000 Penalty: 5934.191895
	Iteration 164Q: 3 clusters Score -2.105202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 117042 members 
Entering Unmasked Estep 
Score: -21051988.000000 Penalty: 5934.191895
	Iteration 165Q: 3 clusters Score -2.105199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -21051992.000000 Penalty: 5934.191895
	Iteration 166Q: 3 clusters Score -2.105199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 117064 members 
Entering Unmasked Estep 
Score: -21052004.000000 Penalty: 5934.191895
	Iteration 167Q: 3 clusters Score -2.1052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 117075 members 
Entering Unmasked Estep 
Score: -21052006.000000 Penalty: 5934.191895
	Iteration 168Q: 3 clusters Score -2.105201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 117085 members 
Entering Unmasked Estep 
Score: -21052018.000000 Penalty: 5934.191895
	Iteration 169Q: 3 clusters Score -2.105202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 117099 members 
Entering Unmasked Estep 
Score: -21052012.000000 Penalty: 5934.191895
	Iteration 170Q: 3 clusters Score -2.105201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 117109 members 
Entering Unmasked Estep 
Score: -21051984.000000 Penalty: 5934.191895
	Iteration 171Q: 3 clusters Score -2.105198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -21051972.000000 Penalty: 5934.191895
	Iteration 172Q: 3 clusters Score -2.105197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 117121 members 
Entering Unmasked Estep 
Score: -21051970.000000 Penalty: 5934.191895
	Iteration 173Q: 3 clusters Score -2.105197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 117124 members 
Entering Unmasked Estep 
Score: -21051980.000000 Penalty: 5934.191895
	Iteration 174Q: 3 clusters Score -2.105198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 117124 members 
Entering Unmasked Estep 
Score: -21051980.000000 Penalty: 5934.191895
	Iteration 175F: 3 clusters Score -2.105198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -144844.828125 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -144844.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -142801.937500 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -142801.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143064.953125 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -143065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -143144.546875 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -143144.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -143188.562500 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -143188.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -143217.921875 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -143217.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -143238.250000 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -143238.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -143255.734375 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -143255.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -143265.968750 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -143266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -143272.468750 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -143272.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143280.453125 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -143280.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143286.671875 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -143286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143290.531250 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -143290.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -143297.734375 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -143297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143305.437500 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -143305.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143313.531250 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -143313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143321.296875 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -143321.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143328.156250 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -143328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143330.718750 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -143330.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143330.718750 Penalty: 3478.902100
	Iteration 18F: 3 clusters Score -143330.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (167386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167386 members 
Entering Unmasked Estep 
Score: -22460630.000000 Penalty: 2982.958496
	Iteration 0F: 2 clusters Score -2.246063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -22350006.000000 Penalty: 5965.916992
	Iteration 0F: 3 clusters Score -2.235001e+07 nChanged 80349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -22396518.000000 Penalty: 5965.916992
	Iteration 1F: 3 clusters Score -2.239652e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -22397462.000000 Penalty: 5965.916992
	Iteration 2Q: 3 clusters Score -2.239746e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 89323 members 
Entering Unmasked Estep 
Score: -22398514.000000 Penalty: 5965.916992
	Iteration 3Q: 3 clusters Score -2.239851e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -22399874.000000 Penalty: 5965.916992
	Iteration 4Q: 3 clusters Score -2.239987e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70460 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -22401820.000000 Penalty: 5965.916992
	Iteration 5Q: 3 clusters Score -2.240182e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 103697 members 
Entering Unmasked Estep 
Score: -22405432.000000 Penalty: 5965.916992
	Iteration 6Q: 3 clusters Score -2.240543e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 113465 members 
Entering Unmasked Estep 
Score: -22411956.000000 Penalty: 5965.916992
	Iteration 7F: 3 clusters Score -2.241196e+07 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 126139 members 
Entering Unmasked Estep 
Score: -22422266.000000 Penalty: 5965.916992
	Iteration 8F: 3 clusters Score -2.242227e+07 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 140178 members 
Entering Unmasked Estep 
Score: -22434726.000000 Penalty: 5965.916992
	Iteration 9F: 3 clusters Score -2.243473e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 152193 members 
Entering Unmasked Estep 
Score: -22445688.000000 Penalty: 5965.916992
	Iteration 10F: 3 clusters Score -2.244569e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 160123 members 
Entering Unmasked Estep 
Score: -22452802.000000 Penalty: 5965.916992
	Iteration 11Q: 3 clusters Score -2.24528e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 164116 members 
Entering Unmasked Estep 
Score: -22455842.000000 Penalty: 5965.916992
	Iteration 12Q: 3 clusters Score -2.245584e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 165749 members 
Entering Unmasked Estep 
Score: -22457034.000000 Penalty: 5965.916992
	Iteration 13Q: 3 clusters Score -2.245703e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 166420 members 
Entering Unmasked Estep 
Score: -22457540.000000 Penalty: 5965.916992
	Iteration 14Q: 3 clusters Score -2.245754e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 166677 members 
Entering Unmasked Estep 
Score: -22457702.000000 Penalty: 5965.916992
	Iteration 15Q: 3 clusters Score -2.24577e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 166800 members 
Entering Unmasked Estep 
Score: -22457842.000000 Penalty: 5965.916992
	Iteration 16Q: 3 clusters Score -2.245784e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 166868 members 
Entering Unmasked Estep 
Score: -22457920.000000 Penalty: 5965.916992
	Iteration 17Q: 3 clusters Score -2.245792e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 166904 members 
Entering Unmasked Estep 
Score: -22457952.000000 Penalty: 5965.916992
	Iteration 18Q: 3 clusters Score -2.245795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 166921 members 
Entering Unmasked Estep 
Score: -22457978.000000 Penalty: 5965.916992
	Iteration 19Q: 3 clusters Score -2.245798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 166942 members 
Entering Unmasked Estep 
Score: -22458006.000000 Penalty: 5965.916992
	Iteration 20F: 3 clusters Score -2.245801e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 166951 members 
Entering Unmasked Estep 
Score: -22458020.000000 Penalty: 5965.916992
	Iteration 21Q: 3 clusters Score -2.245802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 166958 members 
Entering Unmasked Estep 
Score: -22458016.000000 Penalty: 5965.916992
	Iteration 22Q: 3 clusters Score -2.245802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 166971 members 
Entering Unmasked Estep 
Score: -22458046.000000 Penalty: 5965.916992
	Iteration 23Q: 3 clusters Score -2.245805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 166982 members 
Entering Unmasked Estep 
Score: -22458048.000000 Penalty: 5965.916992
	Iteration 24Q: 3 clusters Score -2.245805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 166986 members 
Entering Unmasked Estep 
Score: -22458056.000000 Penalty: 5965.916992
	Iteration 25Q: 3 clusters Score -2.245806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 166988 members 
Entering Unmasked Estep 
Score: -22458046.000000 Penalty: 5965.916992
	Iteration 26Q: 3 clusters Score -2.245805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 166988 members 
Entering Unmasked Estep 
Score: -22458054.000000 Penalty: 5965.916992
	Iteration 27Q: 3 clusters Score -2.245805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 166989 members 
Entering Unmasked Estep 
Score: -22458064.000000 Penalty: 5965.916992
	Iteration 28Q: 3 clusters Score -2.245806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 166990 members 
Entering Unmasked Estep 
Score: -22458062.000000 Penalty: 5965.916992
	Iteration 29Q: 3 clusters Score -2.245806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 166990 members 
Entering Unmasked Estep 
Score: -22458062.000000 Penalty: 5965.916992
	Iteration 30F: 3 clusters Score -2.245806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Entering Unmasked Estep 
Score: -8317826.000000 Penalty: 2733.966309
	Iteration 0F: 2 clusters Score -8317826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -8276738.000000 Penalty: 5467.932617
	Iteration 0F: 3 clusters Score -8276738 nChanged 28376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -8292617.500000 Penalty: 5467.932617
	Iteration 1F: 3 clusters Score -8292618 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -8293141.500000 Penalty: 5467.932617
	Iteration 2Q: 3 clusters Score -8293142 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -8293632.500000 Penalty: 5467.932617
	Iteration 3Q: 3 clusters Score -8293632 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -8294123.500000 Penalty: 5467.932617
	Iteration 4Q: 3 clusters Score -8294124 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -8294715.000000 Penalty: 5467.932617
	Iteration 5Q: 3 clusters Score -8294715 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -8295465.500000 Penalty: 5467.932617
	Iteration 6Q: 3 clusters Score -8295466 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -8296513.000000 Penalty: 5467.932617
	Iteration 7Q: 3 clusters Score -8296513 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -8297919.500000 Penalty: 5467.932617
	Iteration 8Q: 3 clusters Score -8297920 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -8299558.000000 Penalty: 5467.932617
	Iteration 9F: 3 clusters Score -8299558 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8301673.000000 Penalty: 5467.932617
	Iteration 10F: 3 clusters Score -8301673 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -8304276.000000 Penalty: 5467.932617
	Iteration 11F: 3 clusters Score -8304276 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -8307105.500000 Penalty: 5467.932617
	Iteration 12F: 3 clusters Score -8307106 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -8310075.500000 Penalty: 5467.932617
	Iteration 13F: 3 clusters Score -8310076 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -8312386.000000 Penalty: 5467.932617
	Iteration 14Q: 3 clusters Score -8312386 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -8313859.500000 Penalty: 5467.932617
	Iteration 15Q: 3 clusters Score -8313860 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -8314572.000000 Penalty: 5467.932617
	Iteration 16Q: 3 clusters Score -8314572 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -8314934.500000 Penalty: 5467.932617
	Iteration 17Q: 3 clusters Score -8314934 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -8315140.000000 Penalty: 5467.932617
	Iteration 18Q: 3 clusters Score -8315140 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -8315235.500000 Penalty: 5467.932617
	Iteration 19Q: 3 clusters Score -8315236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -8315314.500000 Penalty: 5467.932617
	Iteration 20F: 3 clusters Score -8315314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -8315353.500000 Penalty: 5467.932617
	Iteration 21Q: 3 clusters Score -8315354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -8315375.500000 Penalty: 5467.932617
	Iteration 22Q: 3 clusters Score -8315376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -8315391.500000 Penalty: 5467.932617
	Iteration 23Q: 3 clusters Score -8315392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -8315395.000000 Penalty: 5467.932617
	Iteration 24Q: 3 clusters Score -8315395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -8315400.500000 Penalty: 5467.932617
	Iteration 25Q: 3 clusters Score -8315400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -8315400.500000 Penalty: 5467.932617
	Iteration 26F: 3 clusters Score -8315400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -888088.812500 Penalty: 2196.981201
	Iteration 0F: 2 clusters Score -888088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -882276.125000 Penalty: 4393.962402
	Iteration 0F: 3 clusters Score -882276.1 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -883848.562500 Penalty: 4393.962402
	Iteration 1F: 3 clusters Score -883848.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -884207.437500 Penalty: 4393.962402
	Iteration 2F: 3 clusters Score -884207.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -884640.937500 Penalty: 4393.962402
	Iteration 3F: 3 clusters Score -884640.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -885161.625000 Penalty: 4393.962402
	Iteration 4F: 3 clusters Score -885161.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -885588.875000 Penalty: 4393.962402
	Iteration 5F: 3 clusters Score -885588.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -885921.375000 Penalty: 4393.962402
	Iteration 6F: 3 clusters Score -885921.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -886260.500000 Penalty: 4393.962402
	Iteration 7F: 3 clusters Score -886260.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -886635.437500 Penalty: 4393.962402
	Iteration 8F: 3 clusters Score -886635.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -886930.687500 Penalty: 4393.962402
	Iteration 9Q: 3 clusters Score -886930.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -887136.625000 Penalty: 4393.962402
	Iteration 10Q: 3 clusters Score -887136.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -887310.062500 Penalty: 4393.962402
	Iteration 11Q: 3 clusters Score -887310.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -887424.062500 Penalty: 4393.962402
	Iteration 12Q: 3 clusters Score -887424.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -887511.000000 Penalty: 4393.962402
	Iteration 13Q: 3 clusters Score -887511 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -887571.250000 Penalty: 4393.962402
	Iteration 14Q: 3 clusters Score -887571.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -887612.125000 Penalty: 4393.962402
	Iteration 15Q: 3 clusters Score -887612.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -887646.562500 Penalty: 4393.962402
	Iteration 16Q: 3 clusters Score -887646.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -887683.625000 Penalty: 4393.962402
	Iteration 17Q: 3 clusters Score -887683.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -887712.875000 Penalty: 4393.962402
	Iteration 18Q: 3 clusters Score -887712.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -887733.062500 Penalty: 4393.962402
	Iteration 19Q: 3 clusters Score -887733.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -887743.875000 Penalty: 4393.962402
	Iteration 20F: 3 clusters Score -887743.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -887755.312500 Penalty: 4393.962402
	Iteration 21Q: 3 clusters Score -887755.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -887764.875000 Penalty: 4393.962402
	Iteration 22Q: 3 clusters Score -887764.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -887782.187500 Penalty: 4393.962402
	Iteration 23Q: 3 clusters Score -887782.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -887792.062500 Penalty: 4393.962402
	Iteration 24Q: 3 clusters Score -887792.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -887800.000000 Penalty: 4393.962402
	Iteration 25Q: 3 clusters Score -887800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -887807.562500 Penalty: 4393.962402
	Iteration 26Q: 3 clusters Score -887807.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -887805.687500 Penalty: 4393.962402
	Iteration 27Q: 3 clusters Score -887805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -887805.875000 Penalty: 4393.962402
	Iteration 28Q: 3 clusters Score -887805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -887810.125000 Penalty: 4393.962402
	Iteration 29Q: 3 clusters Score -887810.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -887810.125000 Penalty: 4393.962402
	Iteration 30F: 3 clusters Score -887810.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (187942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187942 members 
Entering Unmasked Estep 
Score: -25131488.000000 Penalty: 3011.684326
	Iteration 0F: 2 clusters Score -2.513149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 94064 members 
Entering Unmasked Estep 
Score: -25011358.000000 Penalty: 6023.368652
	Iteration 0F: 3 clusters Score -2.501136e+07 nChanged 90110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -25063482.000000 Penalty: 6023.368652
	Iteration 1F: 3 clusters Score -2.506348e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -25064228.000000 Penalty: 6023.368652
	Iteration 2Q: 3 clusters Score -2.506423e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -25064958.000000 Penalty: 6023.368652
	Iteration 3Q: 3 clusters Score -2.506496e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -25065728.000000 Penalty: 6023.368652
	Iteration 4Q: 3 clusters Score -2.506573e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91533 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -25066774.000000 Penalty: 6023.368652
	Iteration 5Q: 3 clusters Score -2.506677e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -25068166.000000 Penalty: 6023.368652
	Iteration 6Q: 3 clusters Score -2.506817e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 98916 members 
Entering Unmasked Estep 
Score: -25070478.000000 Penalty: 6023.368652
	Iteration 7Q: 3 clusters Score -2.507048e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Mstep: Class 2 contains 100963 members 
Entering Unmasked Estep 
Score: -25074256.000000 Penalty: 6023.368652
	Iteration 8Q: 3 clusters Score -2.507426e+07 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -25080554.000000 Penalty: 6023.368652
	Iteration 9F: 3 clusters Score -2.508055e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 106700 members 
Entering Unmasked Estep 
Score: -25089636.000000 Penalty: 6023.368652
	Iteration 10F: 3 clusters Score -2.508964e+07 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78579 members 
Mstep: Class 2 contains 109363 members 
Entering Unmasked Estep 
Score: -25098158.000000 Penalty: 6023.368652
	Iteration 11F: 3 clusters Score -2.509816e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 111183 members 
Entering Unmasked Estep 
Score: -25102548.000000 Penalty: 6023.368652
	Iteration 12F: 3 clusters Score -2.510255e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 112571 members 
Entering Unmasked Estep 
Score: -25103890.000000 Penalty: 6023.368652
	Iteration 13Q: 3 clusters Score -2.510389e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 113814 members 
Entering Unmasked Estep 
Score: -25104594.000000 Penalty: 6023.368652
	Iteration 14Q: 3 clusters Score -2.510459e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 114890 members 
Entering Unmasked Estep 
Score: -25104944.000000 Penalty: 6023.368652
	Iteration 15Q: 3 clusters Score -2.510494e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
Score: -25105252.000000 Penalty: 6023.368652
	Iteration 16Q: 3 clusters Score -2.510525e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 117099 members 
Entering Unmasked Estep 
Score: -25105518.000000 Penalty: 6023.368652
	Iteration 17Q: 3 clusters Score -2.510552e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 118276 members 
Entering Unmasked Estep 
Score: -25105716.000000 Penalty: 6023.368652
	Iteration 18Q: 3 clusters Score -2.510572e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 119550 members 
Entering Unmasked Estep 
Score: -25105996.000000 Penalty: 6023.368652
	Iteration 19Q: 3 clusters Score -2.5106e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 120911 members 
Entering Unmasked Estep 
Score: -25106234.000000 Penalty: 6023.368652
	Iteration 20F: 3 clusters Score -2.510623e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 122314 members 
Entering Unmasked Estep 
Score: -25106506.000000 Penalty: 6023.368652
	Iteration 21Q: 3 clusters Score -2.510651e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 123779 members 
Entering Unmasked Estep 
Score: -25106814.000000 Penalty: 6023.368652
	Iteration 22Q: 3 clusters Score -2.510681e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -25107092.000000 Penalty: 6023.368652
	Iteration 23Q: 3 clusters Score -2.510709e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 126882 members 
Entering Unmasked Estep 
Score: -25107420.000000 Penalty: 6023.368652
	Iteration 24Q: 3 clusters Score -2.510742e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 128578 members 
Entering Unmasked Estep 
Score: -25107788.000000 Penalty: 6023.368652
	Iteration 25Q: 3 clusters Score -2.510779e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 130442 members 
Entering Unmasked Estep 
Score: -25108150.000000 Penalty: 6023.368652
	Iteration 26Q: 3 clusters Score -2.510815e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 132411 members 
Entering Unmasked Estep 
Score: -25108756.000000 Penalty: 6023.368652
	Iteration 27Q: 3 clusters Score -2.510876e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 134575 members 
Entering Unmasked Estep 
Score: -25109242.000000 Penalty: 6023.368652
	Iteration 28Q: 3 clusters Score -2.510924e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 136946 members 
Entering Unmasked Estep 
Score: -25109836.000000 Penalty: 6023.368652
	Iteration 29Q: 3 clusters Score -2.510984e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 139527 members 
Entering Unmasked Estep 
Score: -25110560.000000 Penalty: 6023.368652
	Iteration 30Q: 3 clusters Score -2.511056e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 142286 members 
Entering Unmasked Estep 
Score: -25111360.000000 Penalty: 6023.368652
	Iteration 31Q: 3 clusters Score -2.511136e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 145236 members 
Entering Unmasked Estep 
Score: -25112302.000000 Penalty: 6023.368652
	Iteration 32Q: 3 clusters Score -2.51123e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 148424 members 
Entering Unmasked Estep 
Score: -25113478.000000 Penalty: 6023.368652
	Iteration 33Q: 3 clusters Score -2.511348e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 151918 members 
Entering Unmasked Estep 
Score: -25114862.000000 Penalty: 6023.368652
	Iteration 34Q: 3 clusters Score -2.511486e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -25116420.000000 Penalty: 6023.368652
	Iteration 35Q: 3 clusters Score -2.511642e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 159366 members 
Entering Unmasked Estep 
Score: -25118234.000000 Penalty: 6023.368652
	Iteration 36Q: 3 clusters Score -2.511823e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 163209 members 
Entering Unmasked Estep 
Score: -25119628.000000 Penalty: 6023.368652
	Iteration 37Q: 3 clusters Score -2.511963e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -25121120.000000 Penalty: 6023.368652
	Iteration 38Q: 3 clusters Score -2.512112e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 170391 members 
Entering Unmasked Estep 
Score: -25122446.000000 Penalty: 6023.368652
	Iteration 39Q: 3 clusters Score -2.512245e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 173454 members 
Entering Unmasked Estep 
Score: -25123674.000000 Penalty: 6023.368652
	Iteration 40F: 3 clusters Score -2.512367e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 176169 members 
Entering Unmasked Estep 
Score: -25124662.000000 Penalty: 6023.368652
	Iteration 41Q: 3 clusters Score -2.512466e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 178512 members 
Entering Unmasked Estep 
Score: -25125540.000000 Penalty: 6023.368652
	Iteration 42Q: 3 clusters Score -2.512554e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 180450 members 
Entering Unmasked Estep 
Score: -25126350.000000 Penalty: 6023.368652
	Iteration 43Q: 3 clusters Score -2.512635e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 181978 members 
Entering Unmasked Estep 
Score: -25126942.000000 Penalty: 6023.368652
	Iteration 44Q: 3 clusters Score -2.512694e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 183147 members 
Entering Unmasked Estep 
Score: -25127426.000000 Penalty: 6023.368652
	Iteration 45Q: 3 clusters Score -2.512743e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 184064 members 
Entering Unmasked Estep 
Score: -25127796.000000 Penalty: 6023.368652
	Iteration 46Q: 3 clusters Score -2.51278e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 184760 members 
Entering Unmasked Estep 
Score: -25127950.000000 Penalty: 6023.368652
	Iteration 47Q: 3 clusters Score -2.512795e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 185315 members 
Entering Unmasked Estep 
Score: -25128260.000000 Penalty: 6023.368652
	Iteration 48Q: 3 clusters Score -2.512826e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 185716 members 
Entering Unmasked Estep 
Score: -25128378.000000 Penalty: 6023.368652
	Iteration 49Q: 3 clusters Score -2.512838e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 186016 members 
Entering Unmasked Estep 
Score: -25128506.000000 Penalty: 6023.368652
	Iteration 50Q: 3 clusters Score -2.512851e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 186232 members 
Entering Unmasked Estep 
Score: -25128568.000000 Penalty: 6023.368652
	Iteration 51Q: 3 clusters Score -2.512857e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 186407 members 
Entering Unmasked Estep 
Score: -25128670.000000 Penalty: 6023.368652
	Iteration 52Q: 3 clusters Score -2.512867e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 186533 members 
Entering Unmasked Estep 
Score: -25128728.000000 Penalty: 6023.368652
	Iteration 53Q: 3 clusters Score -2.512873e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 186623 members 
Entering Unmasked Estep 
Score: -25128680.000000 Penalty: 6023.368652
	Iteration 54Q: 3 clusters Score -2.512868e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 186689 members 
Entering Unmasked Estep 
Score: -25128736.000000 Penalty: 6023.368652
	Iteration 55Q: 3 clusters Score -2.512874e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 186740 members 
Entering Unmasked Estep 
Score: -25128804.000000 Penalty: 6023.368652
	Iteration 56Q: 3 clusters Score -2.51288e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 186789 members 
Entering Unmasked Estep 
Score: -25128812.000000 Penalty: 6023.368652
	Iteration 57Q: 3 clusters Score -2.512881e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 186832 members 
Entering Unmasked Estep 
Score: -25128840.000000 Penalty: 6023.368652
	Iteration 58Q: 3 clusters Score -2.512884e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 186870 members 
Entering Unmasked Estep 
Score: -25128864.000000 Penalty: 6023.368652
	Iteration 59Q: 3 clusters Score -2.512886e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 186894 members 
Entering Unmasked Estep 
Score: -25128890.000000 Penalty: 6023.368652
	Iteration 60F: 3 clusters Score -2.512889e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 186917 members 
Entering Unmasked Estep 
Score: -25128888.000000 Penalty: 6023.368652
	Iteration 61Q: 3 clusters Score -2.512889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 186935 members 
Entering Unmasked Estep 
Score: -25128942.000000 Penalty: 6023.368652
	Iteration 62Q: 3 clusters Score -2.512894e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 186955 members 
Entering Unmasked Estep 
Score: -25128938.000000 Penalty: 6023.368652
	Iteration 63Q: 3 clusters Score -2.512894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 186966 members 
Entering Unmasked Estep 
Score: -25128950.000000 Penalty: 6023.368652
	Iteration 64Q: 3 clusters Score -2.512895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 186983 members 
Entering Unmasked Estep 
Score: -25128954.000000 Penalty: 6023.368652
	Iteration 65Q: 3 clusters Score -2.512895e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 187003 members 
Entering Unmasked Estep 
Score: -25128942.000000 Penalty: 6023.368652
	Iteration 66Q: 3 clusters Score -2.512894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 187020 members 
Entering Unmasked Estep 
Score: -25128964.000000 Penalty: 6023.368652
	Iteration 67Q: 3 clusters Score -2.512896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 187035 members 
Entering Unmasked Estep 
Score: -25128978.000000 Penalty: 6023.368652
	Iteration 68Q: 3 clusters Score -2.512898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 187043 members 
Entering Unmasked Estep 
Score: -25128972.000000 Penalty: 6023.368652
	Iteration 69Q: 3 clusters Score -2.512897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 187046 members 
Entering Unmasked Estep 
Score: -25128972.000000 Penalty: 6023.368652
	Iteration 70Q: 3 clusters Score -2.512897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 187053 members 
Entering Unmasked Estep 
Score: -25128968.000000 Penalty: 6023.368652
	Iteration 71Q: 3 clusters Score -2.512897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 187065 members 
Entering Unmasked Estep 
Score: -25128972.000000 Penalty: 6023.368652
	Iteration 72Q: 3 clusters Score -2.512897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 187073 members 
Entering Unmasked Estep 
Score: -25128974.000000 Penalty: 6023.368652
	Iteration 73Q: 3 clusters Score -2.512897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 187081 members 
Entering Unmasked Estep 
Score: -25128974.000000 Penalty: 6023.368652
	Iteration 74Q: 3 clusters Score -2.512897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 187087 members 
Entering Unmasked Estep 
Score: -25128978.000000 Penalty: 6023.368652
	Iteration 75Q: 3 clusters Score -2.512898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 187089 members 
Entering Unmasked Estep 
Score: -25128974.000000 Penalty: 6023.368652
	Iteration 76Q: 3 clusters Score -2.512897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 187093 members 
Entering Unmasked Estep 
Score: -25128978.000000 Penalty: 6023.368652
	Iteration 77Q: 3 clusters Score -2.512898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 187095 members 
Entering Unmasked Estep 
Score: -25128976.000000 Penalty: 6023.368652
	Iteration 78Q: 3 clusters Score -2.512898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 187098 members 
Entering Unmasked Estep 
Score: -25128970.000000 Penalty: 6023.368652
	Iteration 79Q: 3 clusters Score -2.512897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 187103 members 
Entering Unmasked Estep 
Score: -25128978.000000 Penalty: 6023.368652
	Iteration 80F: 3 clusters Score -2.512898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 187110 members 
Entering Unmasked Estep 
Score: -25128966.000000 Penalty: 6023.368652
	Iteration 81Q: 3 clusters Score -2.512897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 187113 members 
Entering Unmasked Estep 
Score: -25128968.000000 Penalty: 6023.368652
	Iteration 82Q: 3 clusters Score -2.512897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 187114 members 
Entering Unmasked Estep 
Score: -25128972.000000 Penalty: 6023.368652
	Iteration 83Q: 3 clusters Score -2.512897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 187114 members 
Entering Unmasked Estep 
Score: -25128970.000000 Penalty: 6023.368652
	Iteration 84Q: 3 clusters Score -2.512897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 187116 members 
Entering Unmasked Estep 
Score: -25128974.000000 Penalty: 6023.368652
	Iteration 85Q: 3 clusters Score -2.512897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 187120 members 
Entering Unmasked Estep 
Score: -25128972.000000 Penalty: 6023.368652
	Iteration 86Q: 3 clusters Score -2.512897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 187123 members 
Entering Unmasked Estep 
Score: -25128956.000000 Penalty: 6023.368652
	Iteration 87Q: 3 clusters Score -2.512896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 187126 members 
Entering Unmasked Estep 
Score: -25128972.000000 Penalty: 6023.368652
	Iteration 88Q: 3 clusters Score -2.512897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 187128 members 
Entering Unmasked Estep 
Score: -25128966.000000 Penalty: 6023.368652
	Iteration 89Q: 3 clusters Score -2.512897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 187131 members 
Entering Unmasked Estep 
Score: -25128976.000000 Penalty: 6023.368652
	Iteration 90Q: 3 clusters Score -2.512898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 187131 members 
Entering Unmasked Estep 
Score: -25128976.000000 Penalty: 6023.368652
	Iteration 91F: 3 clusters Score -2.512898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Entering Unmasked Estep 
Score: -2310741.750000 Penalty: 2422.495117
	Iteration 0F: 2 clusters Score -2310742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2298144.500000 Penalty: 4844.990234
	Iteration 0F: 3 clusters Score -2298144 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2302196.750000 Penalty: 4844.990234
	Iteration 1F: 3 clusters Score -2302197 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2302586.500000 Penalty: 4844.990234
	Iteration 2F: 3 clusters Score -2302586 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2302876.500000 Penalty: 4844.990234
	Iteration 3Q: 3 clusters Score -2302876 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2303128.500000 Penalty: 4844.990234
	Iteration 4Q: 3 clusters Score -2303128 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2303335.500000 Penalty: 4844.990234
	Iteration 5Q: 3 clusters Score -2303336 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2303519.750000 Penalty: 4844.990234
	Iteration 6Q: 3 clusters Score -2303520 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2303693.750000 Penalty: 4844.990234
	Iteration 7Q: 3 clusters Score -2303694 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2303872.250000 Penalty: 4844.990234
	Iteration 8Q: 3 clusters Score -2303872 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2304081.250000 Penalty: 4844.990234
	Iteration 9Q: 3 clusters Score -2304081 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2304325.250000 Penalty: 4844.990234
	Iteration 10Q: 3 clusters Score -2304325 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2304614.250000 Penalty: 4844.990234
	Iteration 11Q: 3 clusters Score -2304614 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2304938.500000 Penalty: 4844.990234
	Iteration 12Q: 3 clusters Score -2304938 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2305300.250000 Penalty: 4844.990234
	Iteration 13Q: 3 clusters Score -2305300 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2305706.250000 Penalty: 4844.990234
	Iteration 14Q: 3 clusters Score -2305706 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2306049.750000 Penalty: 4844.990234
	Iteration 15Q: 3 clusters Score -2306050 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2306296.000000 Penalty: 4844.990234
	Iteration 16Q: 3 clusters Score -2306296 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2306430.750000 Penalty: 4844.990234
	Iteration 17Q: 3 clusters Score -2306431 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2306525.000000 Penalty: 4844.990234
	Iteration 18Q: 3 clusters Score -2306525 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2306615.750000 Penalty: 4844.990234
	Iteration 19Q: 3 clusters Score -2306616 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2306660.500000 Penalty: 4844.990234
	Iteration 20F: 3 clusters Score -2306660 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2306739.250000 Penalty: 4844.990234
	Iteration 21Q: 3 clusters Score -2306739 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2306815.000000 Penalty: 4844.990234
	Iteration 22Q: 3 clusters Score -2306815 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2306881.750000 Penalty: 4844.990234
	Iteration 23Q: 3 clusters Score -2306882 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2306954.250000 Penalty: 4844.990234
	Iteration 24Q: 3 clusters Score -2306954 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2307027.500000 Penalty: 4844.990234
	Iteration 25Q: 3 clusters Score -2307028 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2307103.750000 Penalty: 4844.990234
	Iteration 26Q: 3 clusters Score -2307104 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2307187.250000 Penalty: 4844.990234
	Iteration 27Q: 3 clusters Score -2307187 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2307259.750000 Penalty: 4844.990234
	Iteration 28Q: 3 clusters Score -2307260 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2307334.250000 Penalty: 4844.990234
	Iteration 29Q: 3 clusters Score -2307334 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2307401.750000 Penalty: 4844.990234
	Iteration 30Q: 3 clusters Score -2307402 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2307478.250000 Penalty: 4844.990234
	Iteration 31Q: 3 clusters Score -2307478 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2307576.750000 Penalty: 4844.990234
	Iteration 32Q: 3 clusters Score -2307577 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2307653.500000 Penalty: 4844.990234
	Iteration 33Q: 3 clusters Score -2307654 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2307725.000000 Penalty: 4844.990234
	Iteration 34Q: 3 clusters Score -2307725 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2307796.250000 Penalty: 4844.990234
	Iteration 35Q: 3 clusters Score -2307796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2307865.250000 Penalty: 4844.990234
	Iteration 36Q: 3 clusters Score -2307865 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2307925.500000 Penalty: 4844.990234
	Iteration 37Q: 3 clusters Score -2307926 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2307977.000000 Penalty: 4844.990234
	Iteration 38Q: 3 clusters Score -2307977 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2308029.000000 Penalty: 4844.990234
	Iteration 39Q: 3 clusters Score -2308029 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2308078.750000 Penalty: 4844.990234
	Iteration 40F: 3 clusters Score -2308079 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2308124.000000 Penalty: 4844.990234
	Iteration 41Q: 3 clusters Score -2308124 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2308166.500000 Penalty: 4844.990234
	Iteration 42Q: 3 clusters Score -2308166 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2308214.250000 Penalty: 4844.990234
	Iteration 43Q: 3 clusters Score -2308214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2308259.750000 Penalty: 4844.990234
	Iteration 44Q: 3 clusters Score -2308260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2308305.750000 Penalty: 4844.990234
	Iteration 45Q: 3 clusters Score -2308306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2308350.750000 Penalty: 4844.990234
	Iteration 46Q: 3 clusters Score -2308351 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2308389.250000 Penalty: 4844.990234
	Iteration 47Q: 3 clusters Score -2308389 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2308419.250000 Penalty: 4844.990234
	Iteration 48Q: 3 clusters Score -2308419 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2308459.750000 Penalty: 4844.990234
	Iteration 49Q: 3 clusters Score -2308460 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2308508.000000 Penalty: 4844.990234
	Iteration 50Q: 3 clusters Score -2308508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2308532.500000 Penalty: 4844.990234
	Iteration 51Q: 3 clusters Score -2308532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2308557.000000 Penalty: 4844.990234
	Iteration 52Q: 3 clusters Score -2308557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2308576.750000 Penalty: 4844.990234
	Iteration 53Q: 3 clusters Score -2308577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2308602.250000 Penalty: 4844.990234
	Iteration 54Q: 3 clusters Score -2308602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2308623.000000 Penalty: 4844.990234
	Iteration 55Q: 3 clusters Score -2308623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2308638.500000 Penalty: 4844.990234
	Iteration 56Q: 3 clusters Score -2308638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2308655.000000 Penalty: 4844.990234
	Iteration 57Q: 3 clusters Score -2308655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2308661.000000 Penalty: 4844.990234
	Iteration 58Q: 3 clusters Score -2308661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2308662.750000 Penalty: 4844.990234
	Iteration 59Q: 3 clusters Score -2308663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2308672.500000 Penalty: 4844.990234
	Iteration 60F: 3 clusters Score -2308672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2308681.000000 Penalty: 4844.990234
	Iteration 61Q: 3 clusters Score -2308681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2308686.500000 Penalty: 4844.990234
	Iteration 62Q: 3 clusters Score -2308686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2308686.750000 Penalty: 4844.990234
	Iteration 63Q: 3 clusters Score -2308687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2308692.250000 Penalty: 4844.990234
	Iteration 64Q: 3 clusters Score -2308692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2308700.000000 Penalty: 4844.990234
	Iteration 65Q: 3 clusters Score -2308700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2308702.250000 Penalty: 4844.990234
	Iteration 66Q: 3 clusters Score -2308702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2308708.000000 Penalty: 4844.990234
	Iteration 67Q: 3 clusters Score -2308708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2308705.250000 Penalty: 4844.990234
	Iteration 68Q: 3 clusters Score -2308705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2308707.500000 Penalty: 4844.990234
	Iteration 69Q: 3 clusters Score -2308708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2308706.000000 Penalty: 4844.990234
	Iteration 70Q: 3 clusters Score -2308706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2308705.500000 Penalty: 4844.990234
	Iteration 71Q: 3 clusters Score -2308706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2308705.500000 Penalty: 4844.990234
	Iteration 72F: 3 clusters Score -2308706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -363424.500000 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -363424.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -360345.250000 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -360345.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -360957.875000 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -360957.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -361147.437500 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -361147.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -361258.343750 Penalty: 3921.464844
	Iteration 3F: 3 clusters Score -361258.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -361331.718750 Penalty: 3921.464844
	Iteration 4Q: 3 clusters Score -361331.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -361389.750000 Penalty: 3921.464844
	Iteration 5Q: 3 clusters Score -361389.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -361454.156250 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -361454.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -361518.031250 Penalty: 3921.464844
	Iteration 7Q: 3 clusters Score -361518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -361578.000000 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -361578 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -361628.531250 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -361628.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -361671.687500 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -361671.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -361715.312500 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -361715.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -361761.906250 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -361761.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -361827.062500 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -361827.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -361906.687500 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -361906.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -362011.937500 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -362011.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -362123.531250 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -362123.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -362225.500000 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -362225.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -362311.000000 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -362311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -362368.968750 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -362369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -362426.062500 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -362426.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -362481.062500 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -362481.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -362518.468750 Penalty: 3921.464844
	Iteration 22Q: 3 clusters Score -362518.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -362536.812500 Penalty: 3921.464844
	Iteration 23Q: 3 clusters Score -362536.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -362546.718750 Penalty: 3921.464844
	Iteration 24Q: 3 clusters Score -362546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -362551.375000 Penalty: 3921.464844
	Iteration 25Q: 3 clusters Score -362551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -362554.437500 Penalty: 3921.464844
	Iteration 26Q: 3 clusters Score -362554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -362555.656250 Penalty: 3921.464844
	Iteration 27Q: 3 clusters Score -362555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -362558.968750 Penalty: 3921.464844
	Iteration 28Q: 3 clusters Score -362559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -362558.375000 Penalty: 3921.464844
	Iteration 29Q: 3 clusters Score -362558.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -362558.375000 Penalty: 3921.464844
	Iteration 30F: 3 clusters Score -362558.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -891877.625000 Penalty: 2179.571045
	Iteration 0F: 2 clusters Score -891877.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -886390.750000 Penalty: 4359.142090
	Iteration 0F: 3 clusters Score -886390.8 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -887800.250000 Penalty: 4359.142090
	Iteration 1F: 3 clusters Score -887800.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -888010.687500 Penalty: 4359.142090
	Iteration 2F: 3 clusters Score -888010.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -888152.937500 Penalty: 4359.142090
	Iteration 3Q: 3 clusters Score -888152.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -888249.875000 Penalty: 4359.142090
	Iteration 4Q: 3 clusters Score -888249.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -888330.750000 Penalty: 4359.142090
	Iteration 5Q: 3 clusters Score -888330.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -888398.375000 Penalty: 4359.142090
	Iteration 6Q: 3 clusters Score -888398.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -888456.062500 Penalty: 4359.142090
	Iteration 7Q: 3 clusters Score -888456.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -888509.937500 Penalty: 4359.142090
	Iteration 8Q: 3 clusters Score -888509.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -888557.687500 Penalty: 4359.142090
	Iteration 9Q: 3 clusters Score -888557.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -888612.500000 Penalty: 4359.142090
	Iteration 10Q: 3 clusters Score -888612.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -888672.000000 Penalty: 4359.142090
	Iteration 11Q: 3 clusters Score -888672 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -888735.562500 Penalty: 4359.142090
	Iteration 12Q: 3 clusters Score -888735.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -888802.312500 Penalty: 4359.142090
	Iteration 13Q: 3 clusters Score -888802.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -888879.125000 Penalty: 4359.142090
	Iteration 14Q: 3 clusters Score -888879.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -888957.812500 Penalty: 4359.142090
	Iteration 15Q: 3 clusters Score -888957.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -889044.187500 Penalty: 4359.142090
	Iteration 16Q: 3 clusters Score -889044.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -889127.437500 Penalty: 4359.142090
	Iteration 17Q: 3 clusters Score -889127.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -889209.062500 Penalty: 4359.142090
	Iteration 18Q: 3 clusters Score -889209.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -889300.687500 Penalty: 4359.142090
	Iteration 19Q: 3 clusters Score -889300.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -889396.875000 Penalty: 4359.142090
	Iteration 20F: 3 clusters Score -889396.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -889480.750000 Penalty: 4359.142090
	Iteration 21Q: 3 clusters Score -889480.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -889552.562500 Penalty: 4359.142090
	Iteration 22Q: 3 clusters Score -889552.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -889615.625000 Penalty: 4359.142090
	Iteration 23Q: 3 clusters Score -889615.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -889678.125000 Penalty: 4359.142090
	Iteration 24Q: 3 clusters Score -889678.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -889720.875000 Penalty: 4359.142090
	Iteration 25Q: 3 clusters Score -889720.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -889765.875000 Penalty: 4359.142090
	Iteration 26Q: 3 clusters Score -889765.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -889794.062500 Penalty: 4359.142090
	Iteration 27Q: 3 clusters Score -889794.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -889818.062500 Penalty: 4359.142090
	Iteration 28Q: 3 clusters Score -889818.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -889834.812500 Penalty: 4359.142090
	Iteration 29Q: 3 clusters Score -889834.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -889853.937500 Penalty: 4359.142090
	Iteration 30Q: 3 clusters Score -889853.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -889866.875000 Penalty: 4359.142090
	Iteration 31Q: 3 clusters Score -889866.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -889876.187500 Penalty: 4359.142090
	Iteration 32Q: 3 clusters Score -889876.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -889884.812500 Penalty: 4359.142090
	Iteration 33Q: 3 clusters Score -889884.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -889896.000000 Penalty: 4359.142090
	Iteration 34Q: 3 clusters Score -889896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -889909.000000 Penalty: 4359.142090
	Iteration 35Q: 3 clusters Score -889909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -889918.312500 Penalty: 4359.142090
	Iteration 36Q: 3 clusters Score -889918.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -889924.937500 Penalty: 4359.142090
	Iteration 37Q: 3 clusters Score -889924.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -889929.875000 Penalty: 4359.142090
	Iteration 38Q: 3 clusters Score -889929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -889936.812500 Penalty: 4359.142090
	Iteration 39Q: 3 clusters Score -889936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -889940.500000 Penalty: 4359.142090
	Iteration 40F: 3 clusters Score -889940.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -889942.250000 Penalty: 4359.142090
	Iteration 41Q: 3 clusters Score -889942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -889942.937500 Penalty: 4359.142090
	Iteration 42Q: 3 clusters Score -889942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -889943.437500 Penalty: 4359.142090
	Iteration 43Q: 3 clusters Score -889943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -889945.500000 Penalty: 4359.142090
	Iteration 44Q: 3 clusters Score -889945.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -889945.500000 Penalty: 4359.142090
	Iteration 45F: 3 clusters Score -889945.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -179635.031250 Penalty: 1789.197021
	Iteration 0F: 2 clusters Score -179635 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 668 members 
Entering Unmasked Estep 
Score: -177447.000000 Penalty: 3578.394043
	Iteration 0F: 3 clusters Score -177447 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -177764.468750 Penalty: 3578.394043
	Iteration 1F: 3 clusters Score -177764.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -177868.515625 Penalty: 3578.394043
	Iteration 2F: 3 clusters Score -177868.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -177925.687500 Penalty: 3578.394043
	Iteration 3Q: 3 clusters Score -177925.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -177962.406250 Penalty: 3578.394043
	Iteration 4Q: 3 clusters Score -177962.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -177979.890625 Penalty: 3578.394043
	Iteration 5Q: 3 clusters Score -177979.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -177991.937500 Penalty: 3578.394043
	Iteration 6Q: 3 clusters Score -177991.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178001.703125 Penalty: 3578.394043
	Iteration 7Q: 3 clusters Score -178001.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -178007.437500 Penalty: 3578.394043
	Iteration 8Q: 3 clusters Score -178007.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -178010.875000 Penalty: 3578.394043
	Iteration 9Q: 3 clusters Score -178010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -178012.734375 Penalty: 3578.394043
	Iteration 10Q: 3 clusters Score -178012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -178015.531250 Penalty: 3578.394043
	Iteration 11Q: 3 clusters Score -178015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -178018.515625 Penalty: 3578.394043
	Iteration 12Q: 3 clusters Score -178018.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -178019.359375 Penalty: 3578.394043
	Iteration 13Q: 3 clusters Score -178019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -178020.687500 Penalty: 3578.394043
	Iteration 14Q: 3 clusters Score -178020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -178021.187500 Penalty: 3578.394043
	Iteration 15Q: 3 clusters Score -178021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -178021.703125 Penalty: 3578.394043
	Iteration 16Q: 3 clusters Score -178021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -178021.703125 Penalty: 3578.394043
	Iteration 17F: 3 clusters Score -178021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -267142.093750 Penalty: 1884.278687
	Iteration 0F: 2 clusters Score -267142.1 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 1019 members 
Entering Unmasked Estep 
Score: -264503.750000 Penalty: 3768.557373
	Iteration 0F: 3 clusters Score -264503.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -264976.687500 Penalty: 3768.557373
	Iteration 1F: 3 clusters Score -264976.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -265134.906250 Penalty: 3768.557373
	Iteration 2F: 3 clusters Score -265134.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -265204.812500 Penalty: 3768.557373
	Iteration 3Q: 3 clusters Score -265204.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -265265.281250 Penalty: 3768.557373
	Iteration 4Q: 3 clusters Score -265265.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -265304.781250 Penalty: 3768.557373
	Iteration 5Q: 3 clusters Score -265304.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -265344.281250 Penalty: 3768.557373
	Iteration 6Q: 3 clusters Score -265344.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -265370.593750 Penalty: 3768.557373
	Iteration 7Q: 3 clusters Score -265370.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -265388.500000 Penalty: 3768.557373
	Iteration 8Q: 3 clusters Score -265388.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -265406.718750 Penalty: 3768.557373
	Iteration 9Q: 3 clusters Score -265406.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -265422.406250 Penalty: 3768.557373
	Iteration 10Q: 3 clusters Score -265422.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -265433.968750 Penalty: 3768.557373
	Iteration 11Q: 3 clusters Score -265434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -265441.093750 Penalty: 3768.557373
	Iteration 12Q: 3 clusters Score -265441.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -265445.000000 Penalty: 3768.557373
	Iteration 13Q: 3 clusters Score -265445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -265448.187500 Penalty: 3768.557373
	Iteration 14Q: 3 clusters Score -265448.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -265449.250000 Penalty: 3768.557373
	Iteration 15Q: 3 clusters Score -265449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -265450.531250 Penalty: 3768.557373
	Iteration 16Q: 3 clusters Score -265450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -265451.500000 Penalty: 3768.557373
	Iteration 17Q: 3 clusters Score -265451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -265452.906250 Penalty: 3768.557373
	Iteration 18Q: 3 clusters Score -265452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -265452.906250 Penalty: 3768.557373
	Iteration 19F: 3 clusters Score -265452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -80474.734375 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -80474.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78913.031250 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -78913.03 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -79441.156250 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -79441.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79837.679688 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -79837.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80259.539062 Penalty: 3251.457031
	Iteration 3F: 3 clusters Score -80259.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80594.187500 Penalty: 3251.457031
	Iteration 4F: 3 clusters Score -80594.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80668.773438 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -80668.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80719.734375 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -80719.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80785.968750 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -80785.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80916.289062 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -80916.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80928.992188 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -80928.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80936.601562 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -80936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80937.796875 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -80937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80937.796875 Penalty: 3251.457031
	Iteration 12F: 3 clusters Score -80937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 157015 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 167386 members 
Mstep: Class 6 contains 61332 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 187942 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 172977 members 
Mstep: Class 17 contains 173535 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 43262 members 
Mstep: Class 21 contains 28885 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 1399 members 
Mstep: Class 25 contains 368 members 
Entering Unmasked Estep 
Score: -144352880.000000 Penalty: 86221.867188
Splitting cluster 14 changes total score from -144354240.000000 to -144352880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (30978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Entering Unmasked Estep 
Score: -4211186.500000 Penalty: 2564.576172
	Iteration 0F: 2 clusters Score -4211186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4189936.750000 Penalty: 5129.152344
	Iteration 0F: 3 clusters Score -4189937 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -4197450.500000 Penalty: 5129.152344
	Iteration 1F: 3 clusters Score -4197450 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -4197977.000000 Penalty: 5129.152344
	Iteration 2Q: 3 clusters Score -4197977 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4198495.500000 Penalty: 5129.152344
	Iteration 3Q: 3 clusters Score -4198496 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -4199088.000000 Penalty: 5129.152344
	Iteration 4Q: 3 clusters Score -4199088 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4199766.500000 Penalty: 5129.152344
	Iteration 5Q: 3 clusters Score -4199766 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4200638.000000 Penalty: 5129.152344
	Iteration 6F: 3 clusters Score -4200638 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -4201824.500000 Penalty: 5129.152344
	Iteration 7F: 3 clusters Score -4201824 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4203468.500000 Penalty: 5129.152344
	Iteration 8F: 3 clusters Score -4203468 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -4205332.000000 Penalty: 5129.152344
	Iteration 9F: 3 clusters Score -4205332 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -4206837.000000 Penalty: 5129.152344
	Iteration 10Q: 3 clusters Score -4206837 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -4207602.500000 Penalty: 5129.152344
	Iteration 11Q: 3 clusters Score -4207602 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -4207880.000000 Penalty: 5129.152344
	Iteration 12Q: 3 clusters Score -4207880 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -4208029.500000 Penalty: 5129.152344
	Iteration 13Q: 3 clusters Score -4208030 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -4208112.500000 Penalty: 5129.152344
	Iteration 14Q: 3 clusters Score -4208112 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -4208173.500000 Penalty: 5129.152344
	Iteration 15Q: 3 clusters Score -4208174 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -4208270.000000 Penalty: 5129.152344
	Iteration 16Q: 3 clusters Score -4208270 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -4208320.500000 Penalty: 5129.152344
	Iteration 17Q: 3 clusters Score -4208320 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -4208393.500000 Penalty: 5129.152344
	Iteration 18Q: 3 clusters Score -4208394 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -4208435.000000 Penalty: 5129.152344
	Iteration 19Q: 3 clusters Score -4208435 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4208468.500000 Penalty: 5129.152344
	Iteration 20F: 3 clusters Score -4208468 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4208494.500000 Penalty: 5129.152344
	Iteration 21Q: 3 clusters Score -4208494 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -4208533.500000 Penalty: 5129.152344
	Iteration 22Q: 3 clusters Score -4208534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -4208537.500000 Penalty: 5129.152344
	Iteration 23Q: 3 clusters Score -4208538 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -4208573.500000 Penalty: 5129.152344
	Iteration 24Q: 3 clusters Score -4208574 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -4208616.000000 Penalty: 5129.152344
	Iteration 25Q: 3 clusters Score -4208616 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -4208634.000000 Penalty: 5129.152344
	Iteration 26Q: 3 clusters Score -4208634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -4208660.000000 Penalty: 5129.152344
	Iteration 27Q: 3 clusters Score -4208660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4208671.000000 Penalty: 5129.152344
	Iteration 28Q: 3 clusters Score -4208671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -4208702.500000 Penalty: 5129.152344
	Iteration 29Q: 3 clusters Score -4208702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -4208719.000000 Penalty: 5129.152344
	Iteration 30Q: 3 clusters Score -4208719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -4208731.000000 Penalty: 5129.152344
	Iteration 31Q: 3 clusters Score -4208731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -4208750.500000 Penalty: 5129.152344
	Iteration 32Q: 3 clusters Score -4208750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4208761.000000 Penalty: 5129.152344
	Iteration 33Q: 3 clusters Score -4208761 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -4208774.000000 Penalty: 5129.152344
	Iteration 34Q: 3 clusters Score -4208774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -4208781.000000 Penalty: 5129.152344
	Iteration 35Q: 3 clusters Score -4208781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -4208785.000000 Penalty: 5129.152344
	Iteration 36Q: 3 clusters Score -4208785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -4208795.500000 Penalty: 5129.152344
	Iteration 37Q: 3 clusters Score -4208796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -4208789.000000 Penalty: 5129.152344
	Iteration 38Q: 3 clusters Score -4208789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -4208794.500000 Penalty: 5129.152344
	Iteration 39Q: 3 clusters Score -4208794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4208797.000000 Penalty: 5129.152344
	Iteration 40F: 3 clusters Score -4208797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -4208798.500000 Penalty: 5129.152344
	Iteration 41Q: 3 clusters Score -4208798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -4208799.500000 Penalty: 5129.152344
	Iteration 42Q: 3 clusters Score -4208800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4208815.500000 Penalty: 5129.152344
	Iteration 43Q: 3 clusters Score -4208816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4208810.500000 Penalty: 5129.152344
	Iteration 44Q: 3 clusters Score -4208810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -4208817.000000 Penalty: 5129.152344
	Iteration 45Q: 3 clusters Score -4208817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -4208816.500000 Penalty: 5129.152344
	Iteration 46Q: 3 clusters Score -4208816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -4208817.500000 Penalty: 5129.152344
	Iteration 47Q: 3 clusters Score -4208818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -4208827.500000 Penalty: 5129.152344
	Iteration 48Q: 3 clusters Score -4208828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -4208832.000000 Penalty: 5129.152344
	Iteration 49Q: 3 clusters Score -4208832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -4208836.500000 Penalty: 5129.152344
	Iteration 50Q: 3 clusters Score -4208836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -4208832.500000 Penalty: 5129.152344
	Iteration 51Q: 3 clusters Score -4208832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4208835.500000 Penalty: 5129.152344
	Iteration 52Q: 3 clusters Score -4208836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -4208837.000000 Penalty: 5129.152344
	Iteration 53Q: 3 clusters Score -4208837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -4208836.000000 Penalty: 5129.152344
	Iteration 54Q: 3 clusters Score -4208836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4208838.500000 Penalty: 5129.152344
	Iteration 55Q: 3 clusters Score -4208838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -4208835.500000 Penalty: 5129.152344
	Iteration 56Q: 3 clusters Score -4208836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -4208833.500000 Penalty: 5129.152344
	Iteration 57Q: 3 clusters Score -4208834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -4208834.500000 Penalty: 5129.152344
	Iteration 58Q: 3 clusters Score -4208834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -4208835.000000 Penalty: 5129.152344
	Iteration 59Q: 3 clusters Score -4208835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -4208836.000000 Penalty: 5129.152344
	Iteration 60F: 3 clusters Score -4208836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -4208836.000000 Penalty: 5129.152344
	Iteration 61Q: 3 clusters Score -4208836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -4208833.000000 Penalty: 5129.152344
	Iteration 62Q: 3 clusters Score -4208833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -4208832.000000 Penalty: 5129.152344
	Iteration 63Q: 3 clusters Score -4208832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4208834.500000 Penalty: 5129.152344
	Iteration 64Q: 3 clusters Score -4208834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -4208831.500000 Penalty: 5129.152344
	Iteration 65Q: 3 clusters Score -4208832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -4208831.500000 Penalty: 5129.152344
	Iteration 66Q: 3 clusters Score -4208832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -4208831.500000 Penalty: 5129.152344
	Iteration 67F: 3 clusters Score -4208832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172977 members 
Entering Unmasked Estep 
Score: -23230068.000000 Penalty: 2991.106689
	Iteration 0F: 2 clusters Score -2.323007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -23116580.000000 Penalty: 5982.213379
	Iteration 0F: 3 clusters Score -2.311658e+07 nChanged 82792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -23164764.000000 Penalty: 5982.213379
	Iteration 1F: 3 clusters Score -2.316476e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -23166994.000000 Penalty: 5982.213379
	Iteration 2Q: 3 clusters Score -2.316699e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 100674 members 
Entering Unmasked Estep 
Score: -23170660.000000 Penalty: 5982.213379
	Iteration 3Q: 3 clusters Score -2.317066e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 108490 members 
Entering Unmasked Estep 
Score: -23176782.000000 Penalty: 5982.213379
	Iteration 4F: 3 clusters Score -2.317678e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 118874 members 
Entering Unmasked Estep 
Score: -23185922.000000 Penalty: 5982.213379
	Iteration 5F: 3 clusters Score -2.318592e+07 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 130545 members 
Entering Unmasked Estep 
Score: -23197566.000000 Penalty: 5982.213379
	Iteration 6F: 3 clusters Score -2.319757e+07 nChanged 12131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 140860 members 
Entering Unmasked Estep 
Score: -23209054.000000 Penalty: 5982.213379
	Iteration 7F: 3 clusters Score -2.320905e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 147844 members 
Entering Unmasked Estep 
Score: -23217048.000000 Penalty: 5982.213379
	Iteration 8Q: 3 clusters Score -2.321705e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 152089 members 
Entering Unmasked Estep 
Score: -23220938.000000 Penalty: 5982.213379
	Iteration 9Q: 3 clusters Score -2.322094e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -23222894.000000 Penalty: 5982.213379
	Iteration 10Q: 3 clusters Score -2.322289e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 157267 members 
Entering Unmasked Estep 
Score: -23224102.000000 Penalty: 5982.213379
	Iteration 11Q: 3 clusters Score -2.32241e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 159239 members 
Entering Unmasked Estep 
Score: -23224942.000000 Penalty: 5982.213379
	Iteration 12Q: 3 clusters Score -2.322494e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 160939 members 
Entering Unmasked Estep 
Score: -23225604.000000 Penalty: 5982.213379
	Iteration 13Q: 3 clusters Score -2.32256e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 162369 members 
Entering Unmasked Estep 
Score: -23226090.000000 Penalty: 5982.213379
	Iteration 14Q: 3 clusters Score -2.322609e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 163613 members 
Entering Unmasked Estep 
Score: -23226476.000000 Penalty: 5982.213379
	Iteration 15Q: 3 clusters Score -2.322648e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 164698 members 
Entering Unmasked Estep 
Score: -23226714.000000 Penalty: 5982.213379
	Iteration 16Q: 3 clusters Score -2.322671e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 165700 members 
Entering Unmasked Estep 
Score: -23227020.000000 Penalty: 5982.213379
	Iteration 17Q: 3 clusters Score -2.322702e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 166559 members 
Entering Unmasked Estep 
Score: -23227186.000000 Penalty: 5982.213379
	Iteration 18Q: 3 clusters Score -2.322719e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 167350 members 
Entering Unmasked Estep 
Score: -23227394.000000 Penalty: 5982.213379
	Iteration 19Q: 3 clusters Score -2.322739e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 168012 members 
Entering Unmasked Estep 
Score: -23227612.000000 Penalty: 5982.213379
	Iteration 20F: 3 clusters Score -2.322761e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 168560 members 
Entering Unmasked Estep 
Score: -23227792.000000 Penalty: 5982.213379
	Iteration 21Q: 3 clusters Score -2.322779e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 168974 members 
Entering Unmasked Estep 
Score: -23227830.000000 Penalty: 5982.213379
	Iteration 22Q: 3 clusters Score -2.322783e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 169327 members 
Entering Unmasked Estep 
Score: -23227806.000000 Penalty: 5982.213379
	Iteration 23Q: 3 clusters Score -2.322781e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -23227830.000000 Penalty: 5982.213379
	Iteration 24Q: 3 clusters Score -2.322783e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 169889 members 
Entering Unmasked Estep 
Score: -23227914.000000 Penalty: 5982.213379
	Iteration 25Q: 3 clusters Score -2.322791e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 170096 members 
Entering Unmasked Estep 
Score: -23227908.000000 Penalty: 5982.213379
	Iteration 26Q: 3 clusters Score -2.322791e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 170260 members 
Entering Unmasked Estep 
Score: -23227954.000000 Penalty: 5982.213379
	Iteration 27Q: 3 clusters Score -2.322795e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 170411 members 
Entering Unmasked Estep 
Score: -23227970.000000 Penalty: 5982.213379
	Iteration 28Q: 3 clusters Score -2.322797e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 170535 members 
Entering Unmasked Estep 
Score: -23227998.000000 Penalty: 5982.213379
	Iteration 29Q: 3 clusters Score -2.3228e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 170616 members 
Entering Unmasked Estep 
Score: -23228012.000000 Penalty: 5982.213379
	Iteration 30Q: 3 clusters Score -2.322801e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 170697 members 
Entering Unmasked Estep 
Score: -23228040.000000 Penalty: 5982.213379
	Iteration 31Q: 3 clusters Score -2.322804e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 170763 members 
Entering Unmasked Estep 
Score: -23228058.000000 Penalty: 5982.213379
	Iteration 32Q: 3 clusters Score -2.322806e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 170821 members 
Entering Unmasked Estep 
Score: -23228024.000000 Penalty: 5982.213379
	Iteration 33Q: 3 clusters Score -2.322802e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 170879 members 
Entering Unmasked Estep 
Score: -23228016.000000 Penalty: 5982.213379
	Iteration 34Q: 3 clusters Score -2.322802e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 170933 members 
Entering Unmasked Estep 
Score: -23228024.000000 Penalty: 5982.213379
	Iteration 35Q: 3 clusters Score -2.322802e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 170976 members 
Entering Unmasked Estep 
Score: -23227994.000000 Penalty: 5982.213379
	Iteration 36Q: 3 clusters Score -2.322799e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -23228014.000000 Penalty: 5982.213379
	Iteration 37Q: 3 clusters Score -2.322801e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 171042 members 
Entering Unmasked Estep 
Score: -23228008.000000 Penalty: 5982.213379
	Iteration 38Q: 3 clusters Score -2.322801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 171072 members 
Entering Unmasked Estep 
Score: -23228010.000000 Penalty: 5982.213379
	Iteration 39Q: 3 clusters Score -2.322801e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 171110 members 
Entering Unmasked Estep 
Score: -23228042.000000 Penalty: 5982.213379
	Iteration 40F: 3 clusters Score -2.322804e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 171152 members 
Entering Unmasked Estep 
Score: -23228060.000000 Penalty: 5982.213379
	Iteration 41Q: 3 clusters Score -2.322806e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 171181 members 
Entering Unmasked Estep 
Score: -23228064.000000 Penalty: 5982.213379
	Iteration 42Q: 3 clusters Score -2.322806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 171206 members 
Entering Unmasked Estep 
Score: -23228076.000000 Penalty: 5982.213379
	Iteration 43Q: 3 clusters Score -2.322808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 171220 members 
Entering Unmasked Estep 
Score: -23228066.000000 Penalty: 5982.213379
	Iteration 44Q: 3 clusters Score -2.322807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 171236 members 
Entering Unmasked Estep 
Score: -23228070.000000 Penalty: 5982.213379
	Iteration 45Q: 3 clusters Score -2.322807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 171256 members 
Entering Unmasked Estep 
Score: -23228060.000000 Penalty: 5982.213379
	Iteration 46Q: 3 clusters Score -2.322806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 171270 members 
Entering Unmasked Estep 
Score: -23228086.000000 Penalty: 5982.213379
	Iteration 47Q: 3 clusters Score -2.322809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 171283 members 
Entering Unmasked Estep 
Score: -23228084.000000 Penalty: 5982.213379
	Iteration 48Q: 3 clusters Score -2.322808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 171289 members 
Entering Unmasked Estep 
Score: -23228080.000000 Penalty: 5982.213379
	Iteration 49Q: 3 clusters Score -2.322808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 171294 members 
Entering Unmasked Estep 
Score: -23228060.000000 Penalty: 5982.213379
	Iteration 50Q: 3 clusters Score -2.322806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 171299 members 
Entering Unmasked Estep 
Score: -23228058.000000 Penalty: 5982.213379
	Iteration 51Q: 3 clusters Score -2.322806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 171303 members 
Entering Unmasked Estep 
Score: -23228062.000000 Penalty: 5982.213379
	Iteration 52Q: 3 clusters Score -2.322806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 171309 members 
Entering Unmasked Estep 
Score: -23228064.000000 Penalty: 5982.213379
	Iteration 53Q: 3 clusters Score -2.322806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 171313 members 
Entering Unmasked Estep 
Score: -23228068.000000 Penalty: 5982.213379
	Iteration 54Q: 3 clusters Score -2.322807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 171316 members 
Entering Unmasked Estep 
Score: -23228064.000000 Penalty: 5982.213379
	Iteration 55Q: 3 clusters Score -2.322806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -23228066.000000 Penalty: 5982.213379
	Iteration 56Q: 3 clusters Score -2.322807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -23228074.000000 Penalty: 5982.213379
	Iteration 57Q: 3 clusters Score -2.322807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -23228074.000000 Penalty: 5982.213379
	Iteration 58F: 3 clusters Score -2.322807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173535 members 
Entering Unmasked Estep 
Score: -23420722.000000 Penalty: 2991.905273
	Iteration 0F: 2 clusters Score -2.342072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 86347 members 
Entering Unmasked Estep 
Score: -23308914.000000 Penalty: 5983.810547
	Iteration 0F: 3 clusters Score -2.330891e+07 nChanged 83302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 79053 members 
Entering Unmasked Estep 
Score: -23357838.000000 Penalty: 5983.810547
	Iteration 1F: 3 clusters Score -2.335784e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -23360052.000000 Penalty: 5983.810547
	Iteration 2Q: 3 clusters Score -2.336005e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106708 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -23363660.000000 Penalty: 5983.810547
	Iteration 3Q: 3 clusters Score -2.336366e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117486 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -23370848.000000 Penalty: 5983.810547
	Iteration 4F: 3 clusters Score -2.337085e+07 nChanged 14631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131557 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -23382506.000000 Penalty: 5983.810547
	Iteration 5F: 3 clusters Score -2.338251e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146574 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -23396860.000000 Penalty: 5983.810547
	Iteration 6F: 3 clusters Score -2.339686e+07 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158708 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -23409200.000000 Penalty: 5983.810547
	Iteration 7F: 3 clusters Score -2.34092e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165918 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -23415374.000000 Penalty: 5983.810547
	Iteration 8Q: 3 clusters Score -2.341537e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -23417524.000000 Penalty: 5983.810547
	Iteration 9Q: 3 clusters Score -2.341752e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171308 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -23418304.000000 Penalty: 5983.810547
	Iteration 10Q: 3 clusters Score -2.34183e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172021 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -23418544.000000 Penalty: 5983.810547
	Iteration 11Q: 3 clusters Score -2.341854e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172358 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -23418660.000000 Penalty: 5983.810547
	Iteration 12Q: 3 clusters Score -2.341866e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172524 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -23418688.000000 Penalty: 5983.810547
	Iteration 13Q: 3 clusters Score -2.341869e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172598 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -23418708.000000 Penalty: 5983.810547
	Iteration 14Q: 3 clusters Score -2.341871e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -23418712.000000 Penalty: 5983.810547
	Iteration 15Q: 3 clusters Score -2.341871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172666 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -23418714.000000 Penalty: 5983.810547
	Iteration 16Q: 3 clusters Score -2.341871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172683 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23418712.000000 Penalty: 5983.810547
	Iteration 17Q: 3 clusters Score -2.341871e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172707 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -23418730.000000 Penalty: 5983.810547
	Iteration 18Q: 3 clusters Score -2.341873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172732 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -23418702.000000 Penalty: 5983.810547
	Iteration 19Q: 3 clusters Score -2.34187e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172756 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -23418706.000000 Penalty: 5983.810547
	Iteration 20F: 3 clusters Score -2.341871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172773 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -23418718.000000 Penalty: 5983.810547
	Iteration 21Q: 3 clusters Score -2.341872e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172792 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -23418724.000000 Penalty: 5983.810547
	Iteration 22Q: 3 clusters Score -2.341872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172804 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -23418740.000000 Penalty: 5983.810547
	Iteration 23Q: 3 clusters Score -2.341874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172809 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -23418732.000000 Penalty: 5983.810547
	Iteration 24Q: 3 clusters Score -2.341873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172818 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -23418746.000000 Penalty: 5983.810547
	Iteration 25Q: 3 clusters Score -2.341875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172824 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -23418750.000000 Penalty: 5983.810547
	Iteration 26Q: 3 clusters Score -2.341875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172833 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -23418768.000000 Penalty: 5983.810547
	Iteration 27Q: 3 clusters Score -2.341877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172841 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -23418772.000000 Penalty: 5983.810547
	Iteration 28Q: 3 clusters Score -2.341877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172848 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -23418758.000000 Penalty: 5983.810547
	Iteration 29Q: 3 clusters Score -2.341876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172851 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -23418750.000000 Penalty: 5983.810547
	Iteration 30Q: 3 clusters Score -2.341875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172861 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -23418758.000000 Penalty: 5983.810547
	Iteration 31Q: 3 clusters Score -2.341876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172869 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23418758.000000 Penalty: 5983.810547
	Iteration 32Q: 3 clusters Score -2.341876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172873 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -23418760.000000 Penalty: 5983.810547
	Iteration 33Q: 3 clusters Score -2.341876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172875 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -23418748.000000 Penalty: 5983.810547
	Iteration 34Q: 3 clusters Score -2.341875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172881 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -23418764.000000 Penalty: 5983.810547
	Iteration 35Q: 3 clusters Score -2.341876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172883 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -23418760.000000 Penalty: 5983.810547
	Iteration 36Q: 3 clusters Score -2.341876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172884 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -23418742.000000 Penalty: 5983.810547
	Iteration 37Q: 3 clusters Score -2.341874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172884 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -23418740.000000 Penalty: 5983.810547
	Iteration 38Q: 3 clusters Score -2.341874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172885 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -23418746.000000 Penalty: 5983.810547
	Iteration 39Q: 3 clusters Score -2.341875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172886 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -23418744.000000 Penalty: 5983.810547
	Iteration 40F: 3 clusters Score -2.341874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Entering Unmasked Estep 
Score: -2501691.750000 Penalty: 2438.706543
	Iteration 0F: 2 clusters Score -2501692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2488489.500000 Penalty: 4877.413086
	Iteration 0F: 3 clusters Score -2488490 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2492875.250000 Penalty: 4877.413086
	Iteration 1F: 3 clusters Score -2492875 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2493284.500000 Penalty: 4877.413086
	Iteration 2F: 3 clusters Score -2493284 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2493678.250000 Penalty: 4877.413086
	Iteration 3F: 3 clusters Score -2493678 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2494045.000000 Penalty: 4877.413086
	Iteration 4Q: 3 clusters Score -2494045 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2494451.500000 Penalty: 4877.413086
	Iteration 5Q: 3 clusters Score -2494452 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2494959.250000 Penalty: 4877.413086
	Iteration 6Q: 3 clusters Score -2494959 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2495643.000000 Penalty: 4877.413086
	Iteration 7F: 3 clusters Score -2495643 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2496410.250000 Penalty: 4877.413086
	Iteration 8F: 3 clusters Score -2496410 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2497236.000000 Penalty: 4877.413086
	Iteration 9F: 3 clusters Score -2497236 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2497890.750000 Penalty: 4877.413086
	Iteration 10Q: 3 clusters Score -2497891 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2498419.750000 Penalty: 4877.413086
	Iteration 11Q: 3 clusters Score -2498420 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2498841.500000 Penalty: 4877.413086
	Iteration 12Q: 3 clusters Score -2498842 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2499165.000000 Penalty: 4877.413086
	Iteration 13Q: 3 clusters Score -2499165 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2499333.750000 Penalty: 4877.413086
	Iteration 14Q: 3 clusters Score -2499334 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2499448.500000 Penalty: 4877.413086
	Iteration 15Q: 3 clusters Score -2499448 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2499532.750000 Penalty: 4877.413086
	Iteration 16Q: 3 clusters Score -2499533 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2499576.500000 Penalty: 4877.413086
	Iteration 17Q: 3 clusters Score -2499576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2499604.750000 Penalty: 4877.413086
	Iteration 18Q: 3 clusters Score -2499605 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2499623.000000 Penalty: 4877.413086
	Iteration 19Q: 3 clusters Score -2499623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2499635.000000 Penalty: 4877.413086
	Iteration 20F: 3 clusters Score -2499635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2499658.000000 Penalty: 4877.413086
	Iteration 21Q: 3 clusters Score -2499658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2499679.000000 Penalty: 4877.413086
	Iteration 22Q: 3 clusters Score -2499679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2499689.750000 Penalty: 4877.413086
	Iteration 23Q: 3 clusters Score -2499690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2499707.000000 Penalty: 4877.413086
	Iteration 24Q: 3 clusters Score -2499707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2499727.500000 Penalty: 4877.413086
	Iteration 25Q: 3 clusters Score -2499728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2499743.000000 Penalty: 4877.413086
	Iteration 26Q: 3 clusters Score -2499743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2499750.250000 Penalty: 4877.413086
	Iteration 27Q: 3 clusters Score -2499750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2499754.500000 Penalty: 4877.413086
	Iteration 28Q: 3 clusters Score -2499754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2499760.500000 Penalty: 4877.413086
	Iteration 29Q: 3 clusters Score -2499760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2499770.250000 Penalty: 4877.413086
	Iteration 30Q: 3 clusters Score -2499770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2499774.750000 Penalty: 4877.413086
	Iteration 31Q: 3 clusters Score -2499775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2499779.500000 Penalty: 4877.413086
	Iteration 32Q: 3 clusters Score -2499780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2499784.250000 Penalty: 4877.413086
	Iteration 33Q: 3 clusters Score -2499784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2499787.000000 Penalty: 4877.413086
	Iteration 34Q: 3 clusters Score -2499787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2499789.750000 Penalty: 4877.413086
	Iteration 35Q: 3 clusters Score -2499790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2499798.750000 Penalty: 4877.413086
	Iteration 36Q: 3 clusters Score -2499799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2499809.000000 Penalty: 4877.413086
	Iteration 37Q: 3 clusters Score -2499809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2499809.500000 Penalty: 4877.413086
	Iteration 38Q: 3 clusters Score -2499810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2499816.500000 Penalty: 4877.413086
	Iteration 39Q: 3 clusters Score -2499816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2499819.250000 Penalty: 4877.413086
	Iteration 40F: 3 clusters Score -2499819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2499816.750000 Penalty: 4877.413086
	Iteration 41Q: 3 clusters Score -2499817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2499820.750000 Penalty: 4877.413086
	Iteration 42Q: 3 clusters Score -2499821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2499827.500000 Penalty: 4877.413086
	Iteration 43Q: 3 clusters Score -2499828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2499825.000000 Penalty: 4877.413086
	Iteration 44Q: 3 clusters Score -2499825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2499822.500000 Penalty: 4877.413086
	Iteration 45Q: 3 clusters Score -2499822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2499829.250000 Penalty: 4877.413086
	Iteration 46Q: 3 clusters Score -2499829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2499831.500000 Penalty: 4877.413086
	Iteration 47Q: 3 clusters Score -2499832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2499831.500000 Penalty: 4877.413086
	Iteration 48F: 3 clusters Score -2499832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -410594.406250 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -410594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -407225.781250 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -407225.8 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -407882.250000 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -407882.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -408020.500000 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -408020.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -408097.531250 Penalty: 3995.358154
	Iteration 3Q: 3 clusters Score -408097.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -408135.687500 Penalty: 3995.358154
	Iteration 4Q: 3 clusters Score -408135.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -408163.718750 Penalty: 3995.358154
	Iteration 5Q: 3 clusters Score -408163.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -408188.218750 Penalty: 3995.358154
	Iteration 6Q: 3 clusters Score -408188.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -408211.343750 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -408211.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -408233.375000 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -408233.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -408254.281250 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -408254.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -408279.656250 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -408279.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -408303.062500 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -408303.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -408326.875000 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -408326.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -408345.343750 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -408345.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -408360.187500 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -408360.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -408373.312500 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -408373.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -408383.312500 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -408383.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -408391.343750 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -408391.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -408399.718750 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -408399.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -408405.000000 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -408405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -408408.468750 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -408408.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -408416.562500 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -408416.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -408424.531250 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -408424.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -408434.031250 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -408434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -408439.937500 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -408439.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -408442.500000 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -408442.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -408445.906250 Penalty: 3995.358154
	Iteration 26Q: 3 clusters Score -408445.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -408448.218750 Penalty: 3995.358154
	Iteration 27Q: 3 clusters Score -408448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -408451.281250 Penalty: 3995.358154
	Iteration 28Q: 3 clusters Score -408451.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -408456.031250 Penalty: 3995.358154
	Iteration 29Q: 3 clusters Score -408456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -408459.750000 Penalty: 3995.358154
	Iteration 30Q: 3 clusters Score -408459.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -408465.125000 Penalty: 3995.358154
	Iteration 31Q: 3 clusters Score -408465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -408473.093750 Penalty: 3995.358154
	Iteration 32Q: 3 clusters Score -408473.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -408480.062500 Penalty: 3995.358154
	Iteration 33Q: 3 clusters Score -408480.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -408488.625000 Penalty: 3995.358154
	Iteration 34Q: 3 clusters Score -408488.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -408497.625000 Penalty: 3995.358154
	Iteration 35Q: 3 clusters Score -408497.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -408505.875000 Penalty: 3995.358154
	Iteration 36Q: 3 clusters Score -408505.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -408517.343750 Penalty: 3995.358154
	Iteration 37Q: 3 clusters Score -408517.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -408526.093750 Penalty: 3995.358154
	Iteration 38Q: 3 clusters Score -408526.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -408532.812500 Penalty: 3995.358154
	Iteration 39Q: 3 clusters Score -408532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -408537.781250 Penalty: 3995.358154
	Iteration 40F: 3 clusters Score -408537.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -408544.156250 Penalty: 3995.358154
	Iteration 41Q: 3 clusters Score -408544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -408550.031250 Penalty: 3995.358154
	Iteration 42Q: 3 clusters Score -408550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -408553.625000 Penalty: 3995.358154
	Iteration 43Q: 3 clusters Score -408553.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -408555.468750 Penalty: 3995.358154
	Iteration 44Q: 3 clusters Score -408555.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -408559.750000 Penalty: 3995.358154
	Iteration 45Q: 3 clusters Score -408559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -408562.187500 Penalty: 3995.358154
	Iteration 46Q: 3 clusters Score -408562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -408564.625000 Penalty: 3995.358154
	Iteration 47Q: 3 clusters Score -408564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -408566.562500 Penalty: 3995.358154
	Iteration 48Q: 3 clusters Score -408566.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -408567.875000 Penalty: 3995.358154
	Iteration 49Q: 3 clusters Score -408567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -408568.250000 Penalty: 3995.358154
	Iteration 50Q: 3 clusters Score -408568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -408572.125000 Penalty: 3995.358154
	Iteration 51Q: 3 clusters Score -408572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -408574.000000 Penalty: 3995.358154
	Iteration 52Q: 3 clusters Score -408574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -408574.625000 Penalty: 3995.358154
	Iteration 53Q: 3 clusters Score -408574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -408576.031250 Penalty: 3995.358154
	Iteration 54Q: 3 clusters Score -408576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -408578.093750 Penalty: 3995.358154
	Iteration 55Q: 3 clusters Score -408578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -408581.375000 Penalty: 3995.358154
	Iteration 56Q: 3 clusters Score -408581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -408583.656250 Penalty: 3995.358154
	Iteration 57Q: 3 clusters Score -408583.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -408587.125000 Penalty: 3995.358154
	Iteration 58Q: 3 clusters Score -408587.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -408591.875000 Penalty: 3995.358154
	Iteration 59Q: 3 clusters Score -408591.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -408595.062500 Penalty: 3995.358154
	Iteration 60F: 3 clusters Score -408595.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -408598.218750 Penalty: 3995.358154
	Iteration 61Q: 3 clusters Score -408598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -408602.031250 Penalty: 3995.358154
	Iteration 62Q: 3 clusters Score -408602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -408605.031250 Penalty: 3995.358154
	Iteration 63Q: 3 clusters Score -408605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -408606.187500 Penalty: 3995.358154
	Iteration 64Q: 3 clusters Score -408606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -408609.343750 Penalty: 3995.358154
	Iteration 65Q: 3 clusters Score -408609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -408611.437500 Penalty: 3995.358154
	Iteration 66Q: 3 clusters Score -408611.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -408615.437500 Penalty: 3995.358154
	Iteration 67Q: 3 clusters Score -408615.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -408619.406250 Penalty: 3995.358154
	Iteration 68Q: 3 clusters Score -408619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -408622.031250 Penalty: 3995.358154
	Iteration 69Q: 3 clusters Score -408622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -408622.937500 Penalty: 3995.358154
	Iteration 70Q: 3 clusters Score -408622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -408623.562500 Penalty: 3995.358154
	Iteration 71Q: 3 clusters Score -408623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -408624.562500 Penalty: 3995.358154
	Iteration 72Q: 3 clusters Score -408624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -408626.937500 Penalty: 3995.358154
	Iteration 73Q: 3 clusters Score -408626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -408626.906250 Penalty: 3995.358154
	Iteration 74Q: 3 clusters Score -408626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -408630.312500 Penalty: 3995.358154
	Iteration 75Q: 3 clusters Score -408630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -408632.406250 Penalty: 3995.358154
	Iteration 76Q: 3 clusters Score -408632.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -408633.812500 Penalty: 3995.358154
	Iteration 77Q: 3 clusters Score -408633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -408635.656250 Penalty: 3995.358154
	Iteration 78Q: 3 clusters Score -408635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -408638.093750 Penalty: 3995.358154
	Iteration 79Q: 3 clusters Score -408638.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -408642.375000 Penalty: 3995.358154
	Iteration 80F: 3 clusters Score -408642.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -408644.687500 Penalty: 3995.358154
	Iteration 81Q: 3 clusters Score -408644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -408645.906250 Penalty: 3995.358154
	Iteration 82Q: 3 clusters Score -408645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -408647.187500 Penalty: 3995.358154
	Iteration 83Q: 3 clusters Score -408647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -408647.750000 Penalty: 3995.358154
	Iteration 84Q: 3 clusters Score -408647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -408647.750000 Penalty: 3995.358154
	Iteration 85F: 3 clusters Score -408647.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Entering Unmasked Estep 
Score: -5638358.000000 Penalty: 2647.407471
	Iteration 0F: 2 clusters Score -5638358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -5609172.000000 Penalty: 5294.814941
	Iteration 0F: 3 clusters Score -5609172 nChanged 19782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -5620130.500000 Penalty: 5294.814941
	Iteration 1F: 3 clusters Score -5620130 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -5620785.500000 Penalty: 5294.814941
	Iteration 2Q: 3 clusters Score -5620786 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -5621391.000000 Penalty: 5294.814941
	Iteration 3Q: 3 clusters Score -5621391 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5622042.000000 Penalty: 5294.814941
	Iteration 4Q: 3 clusters Score -5622042 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -5622818.000000 Penalty: 5294.814941
	Iteration 5Q: 3 clusters Score -5622818 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -5623824.500000 Penalty: 5294.814941
	Iteration 6Q: 3 clusters Score -5623824 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -5625202.000000 Penalty: 5294.814941
	Iteration 7Q: 3 clusters Score -5625202 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -5627067.500000 Penalty: 5294.814941
	Iteration 8F: 3 clusters Score -5627068 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -5629028.000000 Penalty: 5294.814941
	Iteration 9F: 3 clusters Score -5629028 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -5630934.500000 Penalty: 5294.814941
	Iteration 10F: 3 clusters Score -5630934 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -5632262.500000 Penalty: 5294.814941
	Iteration 11Q: 3 clusters Score -5632262 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -5633207.500000 Penalty: 5294.814941
	Iteration 12Q: 3 clusters Score -5633208 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5633908.000000 Penalty: 5294.814941
	Iteration 13Q: 3 clusters Score -5633908 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5634444.500000 Penalty: 5294.814941
	Iteration 14Q: 3 clusters Score -5634444 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5634818.500000 Penalty: 5294.814941
	Iteration 15Q: 3 clusters Score -5634818 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5635130.000000 Penalty: 5294.814941
	Iteration 16Q: 3 clusters Score -5635130 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5635314.000000 Penalty: 5294.814941
	Iteration 17Q: 3 clusters Score -5635314 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5635503.000000 Penalty: 5294.814941
	Iteration 18Q: 3 clusters Score -5635503 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5635630.500000 Penalty: 5294.814941
	Iteration 19Q: 3 clusters Score -5635630 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5635748.000000 Penalty: 5294.814941
	Iteration 20F: 3 clusters Score -5635748 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5635821.500000 Penalty: 5294.814941
	Iteration 21Q: 3 clusters Score -5635822 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5635865.000000 Penalty: 5294.814941
	Iteration 22Q: 3 clusters Score -5635865 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5635907.500000 Penalty: 5294.814941
	Iteration 23Q: 3 clusters Score -5635908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5635969.500000 Penalty: 5294.814941
	Iteration 24Q: 3 clusters Score -5635970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5636016.500000 Penalty: 5294.814941
	Iteration 25Q: 3 clusters Score -5636016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5636057.000000 Penalty: 5294.814941
	Iteration 26Q: 3 clusters Score -5636057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5636064.500000 Penalty: 5294.814941
	Iteration 27Q: 3 clusters Score -5636064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5636096.500000 Penalty: 5294.814941
	Iteration 28Q: 3 clusters Score -5636096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5636106.500000 Penalty: 5294.814941
	Iteration 29Q: 3 clusters Score -5636106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5636124.500000 Penalty: 5294.814941
	Iteration 30Q: 3 clusters Score -5636124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5636134.000000 Penalty: 5294.814941
	Iteration 31Q: 3 clusters Score -5636134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5636150.500000 Penalty: 5294.814941
	Iteration 32Q: 3 clusters Score -5636150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5636153.500000 Penalty: 5294.814941
	Iteration 33Q: 3 clusters Score -5636154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5636154.000000 Penalty: 5294.814941
	Iteration 34Q: 3 clusters Score -5636154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5636154.500000 Penalty: 5294.814941
	Iteration 35Q: 3 clusters Score -5636154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5636151.000000 Penalty: 5294.814941
	Iteration 36Q: 3 clusters Score -5636151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5636153.500000 Penalty: 5294.814941
	Iteration 37Q: 3 clusters Score -5636154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5636159.000000 Penalty: 5294.814941
	Iteration 38Q: 3 clusters Score -5636159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5636171.000000 Penalty: 5294.814941
	Iteration 39Q: 3 clusters Score -5636171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5636176.000000 Penalty: 5294.814941
	Iteration 40F: 3 clusters Score -5636176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5636170.500000 Penalty: 5294.814941
	Iteration 41Q: 3 clusters Score -5636170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5636167.500000 Penalty: 5294.814941
	Iteration 42Q: 3 clusters Score -5636168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5636176.500000 Penalty: 5294.814941
	Iteration 43Q: 3 clusters Score -5636176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5636178.000000 Penalty: 5294.814941
	Iteration 44Q: 3 clusters Score -5636178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5636185.500000 Penalty: 5294.814941
	Iteration 45Q: 3 clusters Score -5636186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5636188.500000 Penalty: 5294.814941
	Iteration 46Q: 3 clusters Score -5636188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5636201.500000 Penalty: 5294.814941
	Iteration 47Q: 3 clusters Score -5636202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5636200.500000 Penalty: 5294.814941
	Iteration 48Q: 3 clusters Score -5636200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5636208.500000 Penalty: 5294.814941
	Iteration 49Q: 3 clusters Score -5636208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5636203.500000 Penalty: 5294.814941
	Iteration 50Q: 3 clusters Score -5636204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5636206.500000 Penalty: 5294.814941
	Iteration 51Q: 3 clusters Score -5636206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5636208.000000 Penalty: 5294.814941
	Iteration 52Q: 3 clusters Score -5636208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5636211.000000 Penalty: 5294.814941
	Iteration 53Q: 3 clusters Score -5636211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5636205.000000 Penalty: 5294.814941
	Iteration 54Q: 3 clusters Score -5636205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5636199.500000 Penalty: 5294.814941
	Iteration 55Q: 3 clusters Score -5636200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5636202.500000 Penalty: 5294.814941
	Iteration 56Q: 3 clusters Score -5636202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5636202.500000 Penalty: 5294.814941
	Iteration 57F: 3 clusters Score -5636202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Entering Unmasked Estep 
Score: -3922751.500000 Penalty: 2547.227295
	Iteration 0F: 2 clusters Score -3922752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3902728.500000 Penalty: 5094.454590
	Iteration 0F: 3 clusters Score -3902728 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3910071.000000 Penalty: 5094.454590
	Iteration 1F: 3 clusters Score -3910071 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3910691.750000 Penalty: 5094.454590
	Iteration 2F: 3 clusters Score -3910692 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3911364.000000 Penalty: 5094.454590
	Iteration 3F: 3 clusters Score -3911364 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3912280.250000 Penalty: 5094.454590
	Iteration 4F: 3 clusters Score -3912280 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3913404.250000 Penalty: 5094.454590
	Iteration 5F: 3 clusters Score -3913404 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3914833.000000 Penalty: 5094.454590
	Iteration 6F: 3 clusters Score -3914833 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3916338.500000 Penalty: 5094.454590
	Iteration 7F: 3 clusters Score -3916338 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3917709.000000 Penalty: 5094.454590
	Iteration 8F: 3 clusters Score -3917709 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3918685.500000 Penalty: 5094.454590
	Iteration 9Q: 3 clusters Score -3918686 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3919222.750000 Penalty: 5094.454590
	Iteration 10Q: 3 clusters Score -3919223 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3919496.750000 Penalty: 5094.454590
	Iteration 11Q: 3 clusters Score -3919497 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3919636.750000 Penalty: 5094.454590
	Iteration 12Q: 3 clusters Score -3919637 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3919747.750000 Penalty: 5094.454590
	Iteration 13Q: 3 clusters Score -3919748 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3919799.250000 Penalty: 5094.454590
	Iteration 14Q: 3 clusters Score -3919799 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3919853.500000 Penalty: 5094.454590
	Iteration 15Q: 3 clusters Score -3919854 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3919907.000000 Penalty: 5094.454590
	Iteration 16Q: 3 clusters Score -3919907 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3919941.500000 Penalty: 5094.454590
	Iteration 17Q: 3 clusters Score -3919942 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3919988.750000 Penalty: 5094.454590
	Iteration 18Q: 3 clusters Score -3919989 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3920017.000000 Penalty: 5094.454590
	Iteration 19Q: 3 clusters Score -3920017 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3920048.000000 Penalty: 5094.454590
	Iteration 20F: 3 clusters Score -3920048 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3920097.750000 Penalty: 5094.454590
	Iteration 21Q: 3 clusters Score -3920098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3920130.750000 Penalty: 5094.454590
	Iteration 22Q: 3 clusters Score -3920131 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3920156.250000 Penalty: 5094.454590
	Iteration 23Q: 3 clusters Score -3920156 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3920201.000000 Penalty: 5094.454590
	Iteration 24Q: 3 clusters Score -3920201 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3920230.750000 Penalty: 5094.454590
	Iteration 25Q: 3 clusters Score -3920231 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3920285.500000 Penalty: 5094.454590
	Iteration 26Q: 3 clusters Score -3920286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3920308.500000 Penalty: 5094.454590
	Iteration 27Q: 3 clusters Score -3920308 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3920337.250000 Penalty: 5094.454590
	Iteration 28Q: 3 clusters Score -3920337 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3920361.250000 Penalty: 5094.454590
	Iteration 29Q: 3 clusters Score -3920361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3920374.500000 Penalty: 5094.454590
	Iteration 30Q: 3 clusters Score -3920374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3920383.500000 Penalty: 5094.454590
	Iteration 31Q: 3 clusters Score -3920384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3920407.000000 Penalty: 5094.454590
	Iteration 32Q: 3 clusters Score -3920407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3920413.250000 Penalty: 5094.454590
	Iteration 33Q: 3 clusters Score -3920413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3920429.500000 Penalty: 5094.454590
	Iteration 34Q: 3 clusters Score -3920430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3920440.750000 Penalty: 5094.454590
	Iteration 35Q: 3 clusters Score -3920441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3920449.750000 Penalty: 5094.454590
	Iteration 36Q: 3 clusters Score -3920450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3920462.750000 Penalty: 5094.454590
	Iteration 37Q: 3 clusters Score -3920463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3920484.000000 Penalty: 5094.454590
	Iteration 38Q: 3 clusters Score -3920484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3920493.250000 Penalty: 5094.454590
	Iteration 39Q: 3 clusters Score -3920493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3920504.250000 Penalty: 5094.454590
	Iteration 40F: 3 clusters Score -3920504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3920521.750000 Penalty: 5094.454590
	Iteration 41Q: 3 clusters Score -3920522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3920525.250000 Penalty: 5094.454590
	Iteration 42Q: 3 clusters Score -3920525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3920532.000000 Penalty: 5094.454590
	Iteration 43Q: 3 clusters Score -3920532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3920534.500000 Penalty: 5094.454590
	Iteration 44Q: 3 clusters Score -3920534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3920535.250000 Penalty: 5094.454590
	Iteration 45Q: 3 clusters Score -3920535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3920537.750000 Penalty: 5094.454590
	Iteration 46Q: 3 clusters Score -3920538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3920558.000000 Penalty: 5094.454590
	Iteration 47Q: 3 clusters Score -3920558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3920560.750000 Penalty: 5094.454590
	Iteration 48Q: 3 clusters Score -3920561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3920562.250000 Penalty: 5094.454590
	Iteration 49Q: 3 clusters Score -3920562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3920556.250000 Penalty: 5094.454590
	Iteration 50Q: 3 clusters Score -3920556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3920568.250000 Penalty: 5094.454590
	Iteration 51Q: 3 clusters Score -3920568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3920564.750000 Penalty: 5094.454590
	Iteration 52Q: 3 clusters Score -3920565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3920575.750000 Penalty: 5094.454590
	Iteration 53Q: 3 clusters Score -3920576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3920582.000000 Penalty: 5094.454590
	Iteration 54Q: 3 clusters Score -3920582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3920585.750000 Penalty: 5094.454590
	Iteration 55Q: 3 clusters Score -3920586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3920592.000000 Penalty: 5094.454590
	Iteration 56Q: 3 clusters Score -3920592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3920586.250000 Penalty: 5094.454590
	Iteration 57Q: 3 clusters Score -3920586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3920589.250000 Penalty: 5094.454590
	Iteration 58Q: 3 clusters Score -3920589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3920595.000000 Penalty: 5094.454590
	Iteration 59Q: 3 clusters Score -3920595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3920595.750000 Penalty: 5094.454590
	Iteration 60F: 3 clusters Score -3920596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3920598.000000 Penalty: 5094.454590
	Iteration 61Q: 3 clusters Score -3920598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3920600.500000 Penalty: 5094.454590
	Iteration 62Q: 3 clusters Score -3920600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3920606.250000 Penalty: 5094.454590
	Iteration 63Q: 3 clusters Score -3920606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3920604.000000 Penalty: 5094.454590
	Iteration 64Q: 3 clusters Score -3920604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3920602.250000 Penalty: 5094.454590
	Iteration 65Q: 3 clusters Score -3920602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3920608.250000 Penalty: 5094.454590
	Iteration 66Q: 3 clusters Score -3920608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3920605.500000 Penalty: 5094.454590
	Iteration 67Q: 3 clusters Score -3920606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3920602.250000 Penalty: 5094.454590
	Iteration 68Q: 3 clusters Score -3920602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3920602.250000 Penalty: 5094.454590
	Iteration 69F: 3 clusters Score -3920602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -136657.171875 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -136657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134683.171875 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -134683.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134987.062500 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -134987.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135105.281250 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -135105.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135202.328125 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -135202.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135282.921875 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -135282.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135394.093750 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -135394.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135616.484375 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -135616.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -135828.234375 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -135828.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -135938.437500 Penalty: 3470.354004
	Iteration 8F: 3 clusters Score -135938.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136031.281250 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -136031.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -136094.734375 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -136094.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136119.187500 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -136119.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -136144.593750 Penalty: 3470.354004
	Iteration 12Q: 3 clusters Score -136144.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -136161.656250 Penalty: 3470.354004
	Iteration 13Q: 3 clusters Score -136161.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -136173.796875 Penalty: 3470.354004
	Iteration 14Q: 3 clusters Score -136173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -136179.203125 Penalty: 3470.354004
	Iteration 15Q: 3 clusters Score -136179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -136180.500000 Penalty: 3470.354004
	Iteration 16Q: 3 clusters Score -136180.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -136180.500000 Penalty: 3470.354004
	Iteration 17F: 3 clusters Score -136180.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -127405.515625 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -127405.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125431.453125 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -125431.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -125769.218750 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -125769.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -125931.390625 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -125931.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -126106.468750 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -126106.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126302.445312 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -126302.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -126544.773438 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -126544.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126621.648438 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -126621.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126680.476562 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -126680.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126743.039062 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -126743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126799.242188 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -126799.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126838.109375 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -126838.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -126859.281250 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -126859.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -126880.093750 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -126880.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -126898.531250 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -126898.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -126914.609375 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -126914.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -126930.914062 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -126930.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -126949.328125 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -126949.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -126969.070312 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -126969.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -126985.406250 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -126985.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -127005.976562 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -127006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -127016.203125 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -127016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -127027.273438 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -127027.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -127036.898438 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -127036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -127045.304688 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -127045.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -127051.453125 Penalty: 3444.745361
	Iteration 24Q: 3 clusters Score -127051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -127057.273438 Penalty: 3444.745361
	Iteration 25Q: 3 clusters Score -127057.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -127062.578125 Penalty: 3444.745361
	Iteration 26Q: 3 clusters Score -127062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -127068.031250 Penalty: 3444.745361
	Iteration 27Q: 3 clusters Score -127068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -127075.765625 Penalty: 3444.745361
	Iteration 28Q: 3 clusters Score -127075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -127082.492188 Penalty: 3444.745361
	Iteration 29Q: 3 clusters Score -127082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -127087.664062 Penalty: 3444.745361
	Iteration 30Q: 3 clusters Score -127087.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -127087.664062 Penalty: 3444.745361
	Iteration 31F: 3 clusters Score -127087.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -168367.656250 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -168367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -166205.078125 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -166205.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -166786.312500 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -166786.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -166990.453125 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -166990.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -167121.796875 Penalty: 3592.782471
	Iteration 3F: 3 clusters Score -167121.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -167293.859375 Penalty: 3592.782471
	Iteration 4F: 3 clusters Score -167293.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -167398.625000 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -167398.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -167464.546875 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -167464.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -167499.343750 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -167499.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -167516.281250 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -167516.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -167528.265625 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -167528.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -167534.343750 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -167534.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -167542.000000 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -167542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -167550.015625 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -167550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -167552.531250 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -167552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -167552.531250 Penalty: 3592.782471
	Iteration 14F: 3 clusters Score -167552.5 nChanged 0
--- Evaluating fit on full set of 3286603 points ---
Entering Unmasked Estep 
Score: -427346688.000000 Penalty: 89311.937500
25->25 Clusters: Score -427346688.000000, best is -427661056.000000

Main iterations: 0 (time per=infms)
Total iterations: 55515 (time per=521.822579ms)
Iterations metric 2: 5691707752448.000000 (time per=5.089682ns)
Iterations metric 3: 170730637492224.000000 (time per=169.676520ps)

That took 28968.980469 seconds.
